all nan fields no empty

landscapes/brax_ant_ppo.csv

@@ -303,7 +303,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 30,10000000,-4130972300000000.0,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,9
 30,15000000,-3769711000000000.0,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,9
 30,20000000,-4653392500000000.0,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,9
-30,25000000,-4222286199999999.5,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,9
+30,25000000,-4222286199999999.0,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,9
 30,30000000,-4812240300000000.0,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,9
 30,35000000,-4835704000000000.0,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,9
 30,40000000,-4870824000000000.0,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,9
@@ -1469,14 +1469,14 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 146,40000000,-1400421400.0,0.41095195,0.35026431,0.97652721,0.06805743,0.77474761,2048,False,0.0185648,0.01425152,9
 146,45000000,-1010133900.0,0.41095195,0.35026431,0.97652721,0.06805743,0.77474761,2048,False,0.0185648,0.01425152,9
 146,50000000,-1132200600.0,0.41095195,0.35026431,0.97652721,0.06805743,0.77474761,2048,False,0.0185648,0.01425152,9
-147,5000000,-988651059999.9999,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,9
+147,5000000,-988651060000.0,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,9
 147,10000000,-1043533800000.0,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,9
 147,15000000,-896179630000.0,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,9
 147,20000000,-852183900000.0001,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,9
 147,25000000,-881641400000.0,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,9
 147,30000000,-846416600000.0,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,9
-147,35000000,-957884899999.9999,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,9
-147,40000000,-920819299999.9999,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,9
+147,35000000,-957884900000.0,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,9
+147,40000000,-920819300000.0,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,9
 147,45000000,-943127270000.0,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,9
 147,50000000,-850712300000.0001,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,9
 148,5000000,15.066339,0.49122244,0.20022427,0.93310769,0.00010102,0.76819466,1024,True,0.13565305,0.25805921,9
@@ -2865,8 +2865,8 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 30,20000000,-332957250000.0,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,0
 30,25000000,-880110600000.0,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,0
 30,30000000,-873467740000.0001,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,0
-30,35000000,-922577100000.0001,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,0
-30,40000000,-933506060000.0001,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,0
+30,35000000,-922577100000.0,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,0
+30,40000000,-933506060000.0,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,0
 30,45000000,-984124750000.0,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,0
 30,50000000,-861233550000.0,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,0
 31,5000000,-14.342755,0.43714398,0.14651014,0.96970382,0.00122852,0.01323686,1024,True,0.49091469,0.47837031,0
@@ -5919,13 +5919,13 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 79,40000000,45.80693,0.2798412,0.38672777,0.89123627,5.85e-06,0.19959614,1024,False,0.17472015,0.7814796,7
 79,45000000,49.55272,0.2798412,0.38672777,0.89123627,5.85e-06,0.19959614,1024,False,0.17472015,0.7814796,7
 79,50000000,91.07034,0.2798412,0.38672777,0.89123627,5.85e-06,0.19959614,1024,False,0.17472015,0.7814796,7
-80,5000000,-4436484000000000.5,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,7
+80,5000000,-4436484000000001.0,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,7
 80,10000000,-4207635000000000.0,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,7
 80,15000000,-4699870000000000.0,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,7
-80,20000000,-4431729799999999.5,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,7
+80,20000000,-4431729799999999.0,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,7
 80,25000000,-4672320400000000.0,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,7
 80,30000000,-4784411600000000.0,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,7
-80,35000000,-4308295699999999.5,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,7
+80,35000000,-4308295699999999.0,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,7
 80,40000000,-4187858000000000.0,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,7
 80,45000000,-4740517500000000.0,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,7
 80,50000000,-4642888000000000.0,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,7
@@ -5969,7 +5969,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 84,40000000,3517.2966,0.18595937,0.00069167,0.84951224,3.901e-05,0.85877747,1024,True,0.16805113,0.88067812,7
 84,45000000,3249.6936,0.18595937,0.00069167,0.84951224,3.901e-05,0.85877747,1024,True,0.16805113,0.88067812,7
 84,50000000,3813.8914,0.18595937,0.00069167,0.84951224,3.901e-05,0.85877747,1024,True,0.16805113,0.88067812,7
-85,5000000,-2096227399999.9998,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,7
+85,5000000,-2096227400000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,7
 85,10000000,-2374041600000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,7
 85,15000000,-2657761400000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,7
 85,20000000,-2771068000000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,7
@@ -5977,7 +5977,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 85,30000000,-2497662700000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,7
 85,35000000,-2208731500000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,7
 85,40000000,-2761690400000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,7
-85,45000000,-2192236999999.9998,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,7
+85,45000000,-2192237000000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,7
 85,50000000,-2278230600000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,7
 86,5000000,-0.5560842,0.46137831,0.14703833,0.89057354,0.00029498,0.7781716,2048,True,0.21345218,0.84285489,7
 86,10000000,-16.005695,0.46137831,0.14703833,0.89057354,0.00029498,0.7781716,2048,True,0.21345218,0.84285489,7
@@ -6963,7 +6963,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 184,10000000,-2335317600000000.0,0.47984782,0.12014616,0.95255173,0.02243422,0.56206611,1024,False,0.21440489,0.55519388,7
 184,15000000,-1907053500000000.0,0.47984782,0.12014616,0.95255173,0.02243422,0.56206611,1024,False,0.21440489,0.55519388,7
 184,20000000,-1770761900000000.0,0.47984782,0.12014616,0.95255173,0.02243422,0.56206611,1024,False,0.21440489,0.55519388,7
-184,25000000,-1865235199999999.8,0.47984782,0.12014616,0.95255173,0.02243422,0.56206611,1024,False,0.21440489,0.55519388,7
+184,25000000,-1865235200000000.0,0.47984782,0.12014616,0.95255173,0.02243422,0.56206611,1024,False,0.21440489,0.55519388,7
 184,30000000,-1744122900000000.0,0.47984782,0.12014616,0.95255173,0.02243422,0.56206611,1024,False,0.21440489,0.55519388,7
 184,35000000,-1562254600000000.2,0.47984782,0.12014616,0.95255173,0.02243422,0.56206611,1024,False,0.21440489,0.55519388,7
 184,40000000,-1634077000000000.0,0.47984782,0.12014616,0.95255173,0.02243422,0.56206611,1024,False,0.21440489,0.55519388,7
@@ -8322,7 +8322,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 64,5000000,-2375634000000.0,0.08023382,0.44315233,0.88923424,0.03462406,0.16023047,1024,True,0.03824338,0.69646314,6
 64,10000000,-2293377000000.0,0.08023382,0.44315233,0.88923424,0.03462406,0.16023047,1024,True,0.03824338,0.69646314,6
 64,15000000,-2421554700000.0,0.08023382,0.44315233,0.88923424,0.03462406,0.16023047,1024,True,0.03824338,0.69646314,6
-64,20000000,-2109768999999.9998,0.08023382,0.44315233,0.88923424,0.03462406,0.16023047,1024,True,0.03824338,0.69646314,6
+64,20000000,-2109769000000.0,0.08023382,0.44315233,0.88923424,0.03462406,0.16023047,1024,True,0.03824338,0.69646314,6
 64,25000000,-2101092000000.0,0.08023382,0.44315233,0.88923424,0.03462406,0.16023047,1024,True,0.03824338,0.69646314,6
 64,30000000,-2265586300000.0,0.08023382,0.44315233,0.88923424,0.03462406,0.16023047,1024,True,0.03824338,0.69646314,6
 64,35000000,-2398328200000.0,0.08023382,0.44315233,0.88923424,0.03462406,0.16023047,1024,True,0.03824338,0.69646314,6
@@ -8882,11 +8882,11 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 120,5000000,-4394803000000.0,0.19895931,0.38725048,0.8281774,0.06865766,0.86112301,1024,True,0.35042782,0.91328434,6
 120,10000000,-4496427600000.0,0.19895931,0.38725048,0.8281774,0.06865766,0.86112301,1024,True,0.35042782,0.91328434,6
 120,15000000,-4400750000000.0,0.19895931,0.38725048,0.8281774,0.06865766,0.86112301,1024,True,0.35042782,0.91328434,6
-120,20000000,-4150494000000.0005,0.19895931,0.38725048,0.8281774,0.06865766,0.86112301,1024,True,0.35042782,0.91328434,6
+120,20000000,-4150494000000.001,0.19895931,0.38725048,0.8281774,0.06865766,0.86112301,1024,True,0.35042782,0.91328434,6
 120,25000000,-4160391500000.0,0.19895931,0.38725048,0.8281774,0.06865766,0.86112301,1024,True,0.35042782,0.91328434,6
 120,30000000,-4013644000000.0,0.19895931,0.38725048,0.8281774,0.06865766,0.86112301,1024,True,0.35042782,0.91328434,6
 120,35000000,-3879945600000.0,0.19895931,0.38725048,0.8281774,0.06865766,0.86112301,1024,True,0.35042782,0.91328434,6
-120,40000000,-4348618500000.0005,0.19895931,0.38725048,0.8281774,0.06865766,0.86112301,1024,True,0.35042782,0.91328434,6
+120,40000000,-4348618500000.001,0.19895931,0.38725048,0.8281774,0.06865766,0.86112301,1024,True,0.35042782,0.91328434,6
 120,45000000,-4358759800000.0,0.19895931,0.38725048,0.8281774,0.06865766,0.86112301,1024,True,0.35042782,0.91328434,6
 120,50000000,-5098531500000.0,0.19895931,0.38725048,0.8281774,0.06865766,0.86112301,1024,True,0.35042782,0.91328434,6
 121,5000000,880.2256,0.26228853,0.17711241,0.82404344,0.00594984,0.88502185,512,False,0.00853024,0.96705492,6
@@ -9399,9 +9399,9 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 171,40000000,-0.59187573,0.15546519,0.24921739,0.94028697,4.92e-06,0.1939908,1024,True,0.43127962,0.58627732,6
 171,45000000,-4.3822727,0.15546519,0.24921739,0.94028697,4.92e-06,0.1939908,1024,True,0.43127962,0.58627732,6
 171,50000000,-5.252435,0.15546519,0.24921739,0.94028697,4.92e-06,0.1939908,1024,True,0.43127962,0.58627732,6
-172,5000000,-1898948199999.9998,0.1743326,0.42441651,0.9608952,0.09812381,0.84730769,1024,True,0.42032045,0.05975792,6
+172,5000000,-1898948200000.0,0.1743326,0.42441651,0.9608952,0.09812381,0.84730769,1024,True,0.42032045,0.05975792,6
 172,10000000,-1946200800000.0,0.1743326,0.42441651,0.9608952,0.09812381,0.84730769,1024,True,0.42032045,0.05975792,6
-172,15000000,-1920028600000.0002,0.1743326,0.42441651,0.9608952,0.09812381,0.84730769,1024,True,0.42032045,0.05975792,6
+172,15000000,-1920028600000.0,0.1743326,0.42441651,0.9608952,0.09812381,0.84730769,1024,True,0.42032045,0.05975792,6
 172,20000000,-1783099300000.0,0.1743326,0.42441651,0.9608952,0.09812381,0.84730769,1024,True,0.42032045,0.05975792,6
 172,25000000,-1608849300000.0,0.1743326,0.42441651,0.9608952,0.09812381,0.84730769,1024,True,0.42032045,0.05975792,6
 172,30000000,-1753256700000.0,0.1743326,0.42441651,0.9608952,0.09812381,0.84730769,1024,True,0.42032045,0.05975792,6
@@ -10114,8 +10114,8 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 243,15000000,-7934560000000000.0,0.05729408,0.2701114,0.92631764,0.06019516,0.58505101,2048,False,0.32510017,0.50590798,6
 243,20000000,-7116037999999999.0,0.05729408,0.2701114,0.92631764,0.06019516,0.58505101,2048,False,0.32510017,0.50590798,6
 243,25000000,-7556100000000000.0,0.05729408,0.2701114,0.92631764,0.06019516,0.58505101,2048,False,0.32510017,0.50590798,6
-243,30000000,-7489059999999999.0,0.05729408,0.2701114,0.92631764,0.06019516,0.58505101,2048,False,0.32510017,0.50590798,6
-243,35000000,-7889463499999999.0,0.05729408,0.2701114,0.92631764,0.06019516,0.58505101,2048,False,0.32510017,0.50590798,6
+243,30000000,-7489059999999998.0,0.05729408,0.2701114,0.92631764,0.06019516,0.58505101,2048,False,0.32510017,0.50590798,6
+243,35000000,-7889463499999998.0,0.05729408,0.2701114,0.92631764,0.06019516,0.58505101,2048,False,0.32510017,0.50590798,6
 243,40000000,-7314152000000000.0,0.05729408,0.2701114,0.92631764,0.06019516,0.58505101,2048,False,0.32510017,0.50590798,6
 243,45000000,-7558432700000000.0,0.05729408,0.2701114,0.92631764,0.06019516,0.58505101,2048,False,0.32510017,0.50590798,6
 243,50000000,-8465653000000000.0,0.05729408,0.2701114,0.92631764,0.06019516,0.58505101,2048,False,0.32510017,0.50590798,6
@@ -11095,9 +11095,9 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 85,20000000,-1832983300000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,1
 85,25000000,-2005537500000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,1
 85,30000000,-1912863500000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,1
-85,35000000,-1969320600000.0002,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,1
+85,35000000,-1969320600000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,1
 85,40000000,-1948932900000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,1
-85,45000000,-2037503800000.0002,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,1
+85,45000000,-2037503800000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,1
 85,50000000,-1629072800000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,1
 86,5000000,0.68577623,0.46137831,0.14703833,0.89057354,0.00029498,0.7781716,2048,True,0.21345218,0.84285489,1
 86,10000000,-15.6648445,0.46137831,0.14703833,0.89057354,0.00029498,0.7781716,2048,True,0.21345218,0.84285489,1
@@ -12961,7 +12961,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 15,50000000,-68.21186,0.29543638,0.28716262,0.93057484,0.00182187,0.43141844,2048,True,0.21793246,0.89192336,8
 16,5000000,-4305109400000.0,0.40309699,0.35194429,0.82003535,0.03957428,0.7142413,2048,True,0.43406303,0.16249293,8
 16,10000000,-4167861000000.0,0.40309699,0.35194429,0.82003535,0.03957428,0.7142413,2048,True,0.43406303,0.16249293,8
-16,15000000,-4063687600000.0005,0.40309699,0.35194429,0.82003535,0.03957428,0.7142413,2048,True,0.43406303,0.16249293,8
+16,15000000,-4063687600000.001,0.40309699,0.35194429,0.82003535,0.03957428,0.7142413,2048,True,0.43406303,0.16249293,8
 16,20000000,-4399252400000.0,0.40309699,0.35194429,0.82003535,0.03957428,0.7142413,2048,True,0.43406303,0.16249293,8
 16,25000000,-4692880000000.0,0.40309699,0.35194429,0.82003535,0.03957428,0.7142413,2048,True,0.43406303,0.16249293,8
 16,30000000,-4108364500000.0,0.40309699,0.35194429,0.82003535,0.03957428,0.7142413,2048,True,0.43406303,0.16249293,8
@@ -13858,7 +13858,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 105,35000000,60.6931,0.15541999,0.3593132,0.86716191,0.00435368,0.8151994,512,False,0.08117897,0.29084091,8
 105,40000000,48.96129,0.15541999,0.3593132,0.86716191,0.00435368,0.8151994,512,False,0.08117897,0.29084091,8
 105,45000000,-9579338000.0,0.15541999,0.3593132,0.86716191,0.00435368,0.8151994,512,False,0.08117897,0.29084091,8
-105,50000000,-909168899999.9999,0.15541999,0.3593132,0.86716191,0.00435368,0.8151994,512,False,0.08117897,0.29084091,8
+105,50000000,-909168900000.0,0.15541999,0.3593132,0.86716191,0.00435368,0.8151994,512,False,0.08117897,0.29084091,8
 106,5000000,-11.288708,0.08989765,0.17275283,0.89596417,0.00040821,0.85360604,2048,True,0.31144702,0.11149606,8
 106,10000000,-49.518368,0.08989765,0.17275283,0.89596417,0.00040821,0.85360604,2048,True,0.31144702,0.11149606,8
 106,15000000,-117.68876,0.08989765,0.17275283,0.89596417,0.00040821,0.85360604,2048,True,0.31144702,0.11149606,8
@@ -14259,26 +14259,26 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 145,40000000,-11333373.0,0.46893219,0.31057016,0.81955225,0.02641203,0.76915552,2048,True,0.19811137,0.16743582,8
 145,45000000,-10723175.0,0.46893219,0.31057016,0.81955225,0.02641203,0.76915552,2048,True,0.19811137,0.16743582,8
 145,50000000,-11386872.0,0.46893219,0.31057016,0.81955225,0.02641203,0.76915552,2048,True,0.19811137,0.16743582,8
-146,5000000,-4273409799999999.5,0.41095195,0.35026431,0.97652721,0.06805743,0.77474761,2048,False,0.0185648,0.01425152,8
+146,5000000,-4273409799999999.0,0.41095195,0.35026431,0.97652721,0.06805743,0.77474761,2048,False,0.0185648,0.01425152,8
 146,10000000,-4542694600000000.0,0.41095195,0.35026431,0.97652721,0.06805743,0.77474761,2048,False,0.0185648,0.01425152,8
 146,15000000,-4245804700000000.0,0.41095195,0.35026431,0.97652721,0.06805743,0.77474761,2048,False,0.0185648,0.01425152,8
-146,20000000,-4300017399999999.5,0.41095195,0.35026431,0.97652721,0.06805743,0.77474761,2048,False,0.0185648,0.01425152,8
+146,20000000,-4300017399999999.0,0.41095195,0.35026431,0.97652721,0.06805743,0.77474761,2048,False,0.0185648,0.01425152,8
 146,25000000,-4771759700000000.0,0.41095195,0.35026431,0.97652721,0.06805743,0.77474761,2048,False,0.0185648,0.01425152,8
 146,30000000,-4665533000000000.0,0.41095195,0.35026431,0.97652721,0.06805743,0.77474761,2048,False,0.0185648,0.01425152,8
 146,35000000,-4732600300000000.0,0.41095195,0.35026431,0.97652721,0.06805743,0.77474761,2048,False,0.0185648,0.01425152,8
 146,40000000,-5008749000000000.0,0.41095195,0.35026431,0.97652721,0.06805743,0.77474761,2048,False,0.0185648,0.01425152,8
 146,45000000,-4808242700000000.0,0.41095195,0.35026431,0.97652721,0.06805743,0.77474761,2048,False,0.0185648,0.01425152,8
 146,50000000,-4713194000000000.0,0.41095195,0.35026431,0.97652721,0.06805743,0.77474761,2048,False,0.0185648,0.01425152,8
-147,5000000,NaN,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,8
-147,10000000,NaN,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,8
-147,15000000,NaN,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,8
-147,20000000,NaN,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,8
-147,25000000,NaN,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,8
-147,30000000,NaN,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,8
-147,35000000,NaN,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,8
-147,40000000,NaN,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,8
-147,45000000,NaN,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,8
-147,50000000,NaN,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,8
+147,5000000,,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,8
+147,10000000,,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,8
+147,15000000,,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,8
+147,20000000,,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,8
+147,25000000,,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,8
+147,30000000,,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,8
+147,35000000,,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,8
+147,40000000,,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,8
+147,45000000,,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,8
+147,50000000,,0.17105194,0.41173586,0.97314033,0.06368874,0.06512147,512,False,0.15252335,0.5579874,8
 148,5000000,11.328617,0.49122244,0.20022427,0.93310769,0.00010102,0.76819466,1024,True,0.13565305,0.25805921,8
 148,10000000,-5.189968,0.49122244,0.20022427,0.93310769,0.00010102,0.76819466,1024,True,0.13565305,0.25805921,8
 148,15000000,-23.389565,0.49122244,0.20022427,0.93310769,0.00010102,0.76819466,1024,True,0.13565305,0.25805921,8
@@ -16180,15 +16180,15 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 81,45000000,4409.583,0.18227231,0.25053159,0.87524019,6.677e-05,0.2609045,1024,False,0.13867014,0.52437981,4
 81,50000000,4364.0947,0.18227231,0.25053159,0.87524019,6.677e-05,0.2609045,1024,False,0.13867014,0.52437981,4
 82,5000000,-1857.388,0.05869015,0.07992264,0.80935659,0.07139326,0.00386035,512,False,0.0406848,0.8818965,4
-82,10000000,NaN,0.05869015,0.07992264,0.80935659,0.07139326,0.00386035,512,False,0.0406848,0.8818965,4
-82,15000000,NaN,0.05869015,0.07992264,0.80935659,0.07139326,0.00386035,512,False,0.0406848,0.8818965,4
-82,20000000,NaN,0.05869015,0.07992264,0.80935659,0.07139326,0.00386035,512,False,0.0406848,0.8818965,4
-82,25000000,NaN,0.05869015,0.07992264,0.80935659,0.07139326,0.00386035,512,False,0.0406848,0.8818965,4
-82,30000000,NaN,0.05869015,0.07992264,0.80935659,0.07139326,0.00386035,512,False,0.0406848,0.8818965,4
-82,35000000,NaN,0.05869015,0.07992264,0.80935659,0.07139326,0.00386035,512,False,0.0406848,0.8818965,4
-82,40000000,NaN,0.05869015,0.07992264,0.80935659,0.07139326,0.00386035,512,False,0.0406848,0.8818965,4
-82,45000000,NaN,0.05869015,0.07992264,0.80935659,0.07139326,0.00386035,512,False,0.0406848,0.8818965,4
-82,50000000,NaN,0.05869015,0.07992264,0.80935659,0.07139326,0.00386035,512,False,0.0406848,0.8818965,4
+82,10000000,,0.05869015,0.07992264,0.80935659,0.07139326,0.00386035,512,False,0.0406848,0.8818965,4
+82,15000000,,0.05869015,0.07992264,0.80935659,0.07139326,0.00386035,512,False,0.0406848,0.8818965,4
+82,20000000,,0.05869015,0.07992264,0.80935659,0.07139326,0.00386035,512,False,0.0406848,0.8818965,4
+82,25000000,,0.05869015,0.07992264,0.80935659,0.07139326,0.00386035,512,False,0.0406848,0.8818965,4
+82,30000000,,0.05869015,0.07992264,0.80935659,0.07139326,0.00386035,512,False,0.0406848,0.8818965,4
+82,35000000,,0.05869015,0.07992264,0.80935659,0.07139326,0.00386035,512,False,0.0406848,0.8818965,4
+82,40000000,,0.05869015,0.07992264,0.80935659,0.07139326,0.00386035,512,False,0.0406848,0.8818965,4
+82,45000000,,0.05869015,0.07992264,0.80935659,0.07139326,0.00386035,512,False,0.0406848,0.8818965,4
+82,50000000,,0.05869015,0.07992264,0.80935659,0.07139326,0.00386035,512,False,0.0406848,0.8818965,4
 83,5000000,15.722145,0.35981008,0.48319499,0.90147635,3.177e-05,0.54950057,2048,False,0.13360352,0.87739879,4
 83,10000000,21.09259,0.35981008,0.48319499,0.90147635,3.177e-05,0.54950057,2048,False,0.13360352,0.87739879,4
 83,15000000,37.840458,0.35981008,0.48319499,0.90147635,3.177e-05,0.54950057,2048,False,0.13360352,0.87739879,4
@@ -16217,7 +16217,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 85,30000000,-1880339600000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,4
 85,35000000,-2520519300000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,4
 85,40000000,-2676993000000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,4
-85,45000000,-1958349799999.9998,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,4
+85,45000000,-1958349800000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,4
 85,50000000,-2246891300000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,4
 86,5000000,-1.3365841,0.46137831,0.14703833,0.89057354,0.00029498,0.7781716,2048,True,0.21345218,0.84285489,4
 86,10000000,-12.52932,0.46137831,0.14703833,0.89057354,0.00029498,0.7781716,2048,True,0.21345218,0.84285489,4
@@ -18609,7 +18609,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 68,40000000,2550.3135,0.48524685,0.06671972,0.81935111,5.211e-05,0.5910269,1024,True,0.499639,0.351893,3
 68,45000000,2625.1467,0.48524685,0.06671972,0.81935111,5.211e-05,0.5910269,1024,True,0.499639,0.351893,3
 68,50000000,2807.4438,0.48524685,0.06671972,0.81935111,5.211e-05,0.5910269,1024,True,0.499639,0.351893,3
-69,5000000,-1877251600000000.2,0.36070333,0.31879135,0.96252947,0.0760551,0.88979366,2048,False,0.16774908,0.14768558,3
+69,5000000,-1877251600000000.0,0.36070333,0.31879135,0.96252947,0.0760551,0.88979366,2048,False,0.16774908,0.14768558,3
 69,10000000,-1575330900000000.2,0.36070333,0.31879135,0.96252947,0.0760551,0.88979366,2048,False,0.16774908,0.14768558,3
 69,15000000,-1510908000000000.0,0.36070333,0.31879135,0.96252947,0.0760551,0.88979366,2048,False,0.16774908,0.14768558,3
 69,20000000,-1548677600000000.2,0.36070333,0.31879135,0.96252947,0.0760551,0.88979366,2048,False,0.16774908,0.14768558,3
@@ -18932,11 +18932,11 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 101,5000000,-1.0718794e+16,0.05794923,0.44993337,0.81136976,0.07987821,0.09645086,2048,False,0.18395874,0.34234238,3
 101,10000000,-9419135000000000.0,0.05794923,0.44993337,0.81136976,0.07987821,0.09645086,2048,False,0.18395874,0.34234238,3
 101,15000000,-8019820600000000.0,0.05794923,0.44993337,0.81136976,0.07987821,0.09645086,2048,False,0.18395874,0.34234238,3
-101,20000000,-8447673499999999.0,0.05794923,0.44993337,0.81136976,0.07987821,0.09645086,2048,False,0.18395874,0.34234238,3
+101,20000000,-8447673499999998.0,0.05794923,0.44993337,0.81136976,0.07987821,0.09645086,2048,False,0.18395874,0.34234238,3
 101,25000000,-8165600000000000.0,0.05794923,0.44993337,0.81136976,0.07987821,0.09645086,2048,False,0.18395874,0.34234238,3
 101,30000000,-8448465300000000.0,0.05794923,0.44993337,0.81136976,0.07987821,0.09645086,2048,False,0.18395874,0.34234238,3
 101,35000000,-8700508000000000.0,0.05794923,0.44993337,0.81136976,0.07987821,0.09645086,2048,False,0.18395874,0.34234238,3
-101,40000000,-8360106999999999.0,0.05794923,0.44993337,0.81136976,0.07987821,0.09645086,2048,False,0.18395874,0.34234238,3
+101,40000000,-8360106999999998.0,0.05794923,0.44993337,0.81136976,0.07987821,0.09645086,2048,False,0.18395874,0.34234238,3
 101,45000000,-8400983000000000.0,0.05794923,0.44993337,0.81136976,0.07987821,0.09645086,2048,False,0.18395874,0.34234238,3
 101,50000000,-8342231500000000.0,0.05794923,0.44993337,0.81136976,0.07987821,0.09645086,2048,False,0.18395874,0.34234238,3
 102,5000000,2004.3269,0.37868207,0.15728665,0.93139805,0.00038604,0.48496565,2048,False,0.4134308,0.72557353,3
@@ -22201,9 +22201,9 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 171,50000000,-4.0898776,0.15546519,0.24921739,0.94028697,4.92e-06,0.1939908,1024,True,0.43127962,0.58627732,2
 172,5000000,-3760822700000.0,0.1743326,0.42441651,0.9608952,0.09812381,0.84730769,1024,True,0.42032045,0.05975792,2
 172,10000000,-3696924000000.0,0.1743326,0.42441651,0.9608952,0.09812381,0.84730769,1024,True,0.42032045,0.05975792,2
-172,15000000,-4275910000000.0005,0.1743326,0.42441651,0.9608952,0.09812381,0.84730769,1024,True,0.42032045,0.05975792,2
+172,15000000,-4275910000000.001,0.1743326,0.42441651,0.9608952,0.09812381,0.84730769,1024,True,0.42032045,0.05975792,2
 172,20000000,-3948064000000.0,0.1743326,0.42441651,0.9608952,0.09812381,0.84730769,1024,True,0.42032045,0.05975792,2
-172,25000000,-3722329999999.9995,0.1743326,0.42441651,0.9608952,0.09812381,0.84730769,1024,True,0.42032045,0.05975792,2
+172,25000000,-3722329999999.999,0.1743326,0.42441651,0.9608952,0.09812381,0.84730769,1024,True,0.42032045,0.05975792,2
 172,30000000,-3650471000000.0,0.1743326,0.42441651,0.9608952,0.09812381,0.84730769,1024,True,0.42032045,0.05975792,2
 172,35000000,-3572951400000.0,0.1743326,0.42441651,0.9608952,0.09812381,0.84730769,1024,True,0.42032045,0.05975792,2
 172,40000000,-3757252800000.0,0.1743326,0.42441651,0.9608952,0.09812381,0.84730769,1024,True,0.42032045,0.05975792,2
@@ -23559,7 +23559,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 51,40000000,-73.675995,0.44086011,0.13621845,0.87577347,7.438e-05,0.74878826,512,True,0.22464582,0.30446841,5
 51,45000000,-80.09514,0.44086011,0.13621845,0.87577347,7.438e-05,0.74878826,512,True,0.22464582,0.30446841,5
 51,50000000,-99.230156,0.44086011,0.13621845,0.87577347,7.438e-05,0.74878826,512,True,0.22464582,0.30446841,5
-52,5000000,-8142170299999999.0,0.41959456,0.11887091,0.90042765,0.05163189,0.6339977,2048,False,0.37538243,0.69957506,5
+52,5000000,-8142170299999998.0,0.41959456,0.11887091,0.90042765,0.05163189,0.6339977,2048,False,0.37538243,0.69957506,5
 52,10000000,-8911725400000000.0,0.41959456,0.11887091,0.90042765,0.05163189,0.6339977,2048,False,0.37538243,0.69957506,5
 52,15000000,-6537773400000001.0,0.41959456,0.11887091,0.90042765,0.05163189,0.6339977,2048,False,0.37538243,0.69957506,5
 52,20000000,-8344030000000000.0,0.41959456,0.11887091,0.90042765,0.05163189,0.6339977,2048,False,0.37538243,0.69957506,5
@@ -23733,7 +23733,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 69,10000000,-2713709300.0,0.36070333,0.31879135,0.96252947,0.0760551,0.88979366,2048,False,0.16774908,0.14768558,5
 69,15000000,-1623907800.0,0.36070333,0.31879135,0.96252947,0.0760551,0.88979366,2048,False,0.16774908,0.14768558,5
 69,20000000,-3925351300000000.0,0.36070333,0.31879135,0.96252947,0.0760551,0.88979366,2048,False,0.16774908,0.14768558,5
-69,25000000,-3773330399999999.5,0.36070333,0.31879135,0.96252947,0.0760551,0.88979366,2048,False,0.16774908,0.14768558,5
+69,25000000,-3773330399999999.0,0.36070333,0.31879135,0.96252947,0.0760551,0.88979366,2048,False,0.16774908,0.14768558,5
 69,30000000,-3762344600000000.0,0.36070333,0.31879135,0.96252947,0.0760551,0.88979366,2048,False,0.16774908,0.14768558,5
 69,35000000,-3372323000000000.0,0.36070333,0.31879135,0.96252947,0.0760551,0.88979366,2048,False,0.16774908,0.14768558,5
 69,40000000,-3257322500000000.0,0.36070333,0.31879135,0.96252947,0.0760551,0.88979366,2048,False,0.16774908,0.14768558,5
@@ -25406,8 +25406,8 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 236,25000000,-2279753000000.0,0.45413654,0.20451076,0.86641656,0.08863912,0.64441556,1024,True,0.39392472,0.70807493,5
 236,30000000,-2351035600000.0,0.45413654,0.20451076,0.86641656,0.08863912,0.64441556,1024,True,0.39392472,0.70807493,5
 236,35000000,-2122794500000.0,0.45413654,0.20451076,0.86641656,0.08863912,0.64441556,1024,True,0.39392472,0.70807493,5
-236,40000000,-2111795800000.0002,0.45413654,0.20451076,0.86641656,0.08863912,0.64441556,1024,True,0.39392472,0.70807493,5
-236,45000000,-2112532999999.9998,0.45413654,0.20451076,0.86641656,0.08863912,0.64441556,1024,True,0.39392472,0.70807493,5
+236,40000000,-2111795800000.0,0.45413654,0.20451076,0.86641656,0.08863912,0.64441556,1024,True,0.39392472,0.70807493,5
+236,45000000,-2112533000000.0,0.45413654,0.20451076,0.86641656,0.08863912,0.64441556,1024,True,0.39392472,0.70807493,5
 236,50000000,-2148894000000.0,0.45413654,0.20451076,0.86641656,0.08863912,0.64441556,1024,True,0.39392472,0.70807493,5
 237,5000000,-39.641525,0.4609579,0.10863782,0.82297338,0.00417218,0.20339584,512,True,0.40841257,0.53953661,5
 237,10000000,-29.756863,0.4609579,0.10863782,0.82297338,0.00417218,0.20339584,512,True,0.40841257,0.53953661,5

landscapes/brax_hopper_ppo.csv

@@ -7982,11 +7982,11 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 30,5000000,-197436160.0,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,6
 30,10000000,-1265612800000.0,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,6
 30,15000000,-1049370000000.0,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,6
-30,20000000,-971524540000.0001,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,6
-30,25000000,-949818899999.9999,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,6
+30,20000000,-971524540000.0,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,6
+30,25000000,-949818900000.0,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,6
 30,30000000,-916119600000.0,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,6
 30,35000000,-898554099999.9999,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,6
-30,40000000,-905014940000.0001,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,6
+30,40000000,-905014940000.0,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,6
 30,45000000,-893942370000.0,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,6
 30,50000000,-896948899999.9999,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,6
 31,5000000,511.5017,0.43714398,0.14651014,0.96970382,0.00122852,0.01323686,1024,True,0.49091469,0.47837031,6
@@ -24660,7 +24660,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 161,45000000,-846.6405,0.39624945,0.41782302,0.89664345,0.02546486,0.91641901,512,False,0.26329201,0.53794578,5
 161,50000000,-3527.9937,0.39624945,0.41782302,0.89664345,0.02546486,0.91641901,512,False,0.26329201,0.53794578,5
 162,5000000,3.9737334,0.46883155,0.15259435,0.99658845,0.03240829,0.45872289,2048,False,0.33894748,0.31983389,5
-162,10000000,-907800899999.9999,0.46883155,0.15259435,0.99658845,0.03240829,0.45872289,2048,False,0.33894748,0.31983389,5
+162,10000000,-907800900000.0,0.46883155,0.15259435,0.99658845,0.03240829,0.45872289,2048,False,0.33894748,0.31983389,5
 162,15000000,-105050670000.0,0.46883155,0.15259435,0.99658845,0.03240829,0.45872289,2048,False,0.33894748,0.31983389,5
 162,20000000,-7495009300.0,0.46883155,0.15259435,0.99658845,0.03240829,0.45872289,2048,False,0.33894748,0.31983389,5
 162,25000000,-4527545000.0,0.46883155,0.15259435,0.99658845,0.03240829,0.45872289,2048,False,0.33894748,0.31983389,5

landscapes/brax_humanoid_ppo.csv

@@ -231,14 +231,14 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 22,50000000,-431043.47,0.02901458,0.21720831,0.862328,0.00303192,0.37775184,512,True,0.03362482,0.67939277,9
 23,5000000,-1074489600000.0,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,9
 23,10000000,-1065515200000.0,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,9
-23,15000000,-1083182700000.0001,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,9
+23,15000000,-1083182700000.0,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,9
 23,20000000,-1075984470000.0,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,9
-23,25000000,-1073497900000.0001,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,9
+23,25000000,-1073497900000.0,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,9
 23,30000000,-1080978960000.0,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,9
-23,35000000,-1086108899999.9999,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,9
-23,40000000,-1086645859999.9999,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,9
-23,45000000,-1076212899999.9999,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,9
-23,50000000,-1075238899999.9999,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,9
+23,35000000,-1086108900000.0,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,9
+23,40000000,-1086645860000.0,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,9
+23,45000000,-1076212900000.0,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,9
+23,50000000,-1075238900000.0,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,9
 24,5000000,-133795730.0,0.16000858,0.19173195,0.91760459,0.01429691,0.62898184,2048,True,0.39902342,0.18563594,9
 24,10000000,-127909890.0,0.16000858,0.19173195,0.91760459,0.01429691,0.62898184,2048,True,0.39902342,0.18563594,9
 24,15000000,-128263840.0,0.16000858,0.19173195,0.91760459,0.01429691,0.62898184,2048,True,0.39902342,0.18563594,9
@@ -709,7 +709,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 70,40000000,63.67528,0.031318,0.12095085,0.88641307,0.00040736,0.77308355,2048,True,0.05350207,0.58969472,9
 70,45000000,856.884,0.031318,0.12095085,0.88641307,0.00040736,0.77308355,2048,True,0.05350207,0.58969472,9
 70,50000000,1161.3401,0.031318,0.12095085,0.88641307,0.00040736,0.77308355,2048,True,0.05350207,0.58969472,9
-71,5000000,-4185376699999.9995,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,9
+71,5000000,-4185376699999.999,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,9
 71,10000000,-4217520000000.0,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,9
 71,15000000,-4237688600000.0,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,9
 71,20000000,-4239743000000.0,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,9
@@ -849,16 +849,16 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 84,40000000,7684.3525,0.18595937,0.00069167,0.84951224,3.901e-05,0.85877747,1024,True,0.16805113,0.88067812,9
 84,45000000,7454.1777,0.18595937,0.00069167,0.84951224,3.901e-05,0.85877747,1024,True,0.16805113,0.88067812,9
 84,50000000,8628.824,0.18595937,0.00069167,0.84951224,3.901e-05,0.85877747,1024,True,0.16805113,0.88067812,9
-85,5000000,-2044589799999.9998,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,9
+85,5000000,-2044589800000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,9
 85,10000000,-2013693100000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,9
 85,15000000,-2025516700000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,9
-85,20000000,-2022126599999.9998,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,9
+85,20000000,-2022126600000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,9
 85,25000000,-2008654800000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,9
 85,30000000,-2024743600000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,9
 85,35000000,-2020139700000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,9
 85,40000000,-2013437100000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,9
 85,45000000,-2031175700000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,9
-85,50000000,-2023530200000.0002,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,9
+85,50000000,-2023530200000.0,0.47251339,0.49594516,0.87531058,0.06772316,0.79187957,2048,True,0.10822863,0.16604782,9
 86,5000000,47.484066,0.46137831,0.14703833,0.89057354,0.00029498,0.7781716,2048,True,0.21345218,0.84285489,9
 86,10000000,373.65265,0.46137831,0.14703833,0.89057354,0.00029498,0.7781716,2048,True,0.21345218,0.84285489,9
 86,15000000,1824.1548,0.46137831,0.14703833,0.89057354,0.00029498,0.7781716,2048,True,0.21345218,0.84285489,9
@@ -1013,7 +1013,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 101,10000000,-486002030000.00006,0.05794923,0.44993337,0.81136976,0.07987821,0.09645086,2048,False,0.18395874,0.34234238,9
 101,15000000,-707679400000.0,0.05794923,0.44993337,0.81136976,0.07987821,0.09645086,2048,False,0.18395874,0.34234238,9
 101,20000000,-904765000000.0,0.05794923,0.44993337,0.81136976,0.07987821,0.09645086,2048,False,0.18395874,0.34234238,9
-101,25000000,-1042204300000.0001,0.05794923,0.44993337,0.81136976,0.07987821,0.09645086,2048,False,0.18395874,0.34234238,9
+101,25000000,-1042204300000.0,0.05794923,0.44993337,0.81136976,0.07987821,0.09645086,2048,False,0.18395874,0.34234238,9
 101,30000000,-1166922500000.0,0.05794923,0.44993337,0.81136976,0.07987821,0.09645086,2048,False,0.18395874,0.34234238,9
 101,35000000,-1315706500000.0,0.05794923,0.44993337,0.81136976,0.07987821,0.09645086,2048,False,0.18395874,0.34234238,9
 101,40000000,-1376295300000.0,0.05794923,0.44993337,0.81136976,0.07987821,0.09645086,2048,False,0.18395874,0.34234238,9
@@ -2794,9 +2794,9 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 23,15000000,-991607650000.0,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,0
 23,20000000,-995059200000.0,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,0
 23,25000000,-992062730000.0,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,0
-23,30000000,-993036700000.0001,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,0
-23,35000000,-989892099999.9999,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,0
-23,40000000,-991286259999.9999,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,0
+23,30000000,-993036700000.0,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,0
+23,35000000,-989892100000.0,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,0
+23,40000000,-991286260000.0,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,0
 23,45000000,-995402450000.0,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,0
 23,50000000,-992575000000.0,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,0
 24,5000000,-6722871.0,0.16000858,0.19173195,0.91760459,0.01429691,0.62898184,2048,True,0.39902342,0.18563594,0
@@ -3269,12 +3269,12 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 70,40000000,85.45131,0.031318,0.12095085,0.88641307,0.00040736,0.77308355,2048,True,0.05350207,0.58969472,0
 70,45000000,943.63916,0.031318,0.12095085,0.88641307,0.00040736,0.77308355,2048,True,0.05350207,0.58969472,0
 70,50000000,80.59336,0.031318,0.12095085,0.88641307,0.00040736,0.77308355,2048,True,0.05350207,0.58969472,0
-71,5000000,-1957784999999.9998,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,0
+71,5000000,-1957785000000.0,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,0
 71,10000000,-1959756800000.0,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,0
-71,15000000,-1972740600000.0002,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,0
+71,15000000,-1972740600000.0,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,0
 71,20000000,-1974646900000.0,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,0
 71,25000000,-1960270400000.0,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,0
-71,30000000,-1968650599999.9998,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,0
+71,30000000,-1968650600000.0,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,0
 71,35000000,-1957847600000.0,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,0
 71,40000000,-1963722000000.0,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,0
 71,45000000,-1969378000000.0,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,0
@@ -3657,7 +3657,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 109,30000000,-3657308600000.0,0.40263193,0.3619707,0.91177884,0.04087827,0.49236141,2048,False,0.10691767,0.77122546,0
 109,35000000,-3714779700000.0,0.40263193,0.3619707,0.91177884,0.04087827,0.49236141,2048,False,0.10691767,0.77122546,0
 109,40000000,-3756389300000.0,0.40263193,0.3619707,0.91177884,0.04087827,0.49236141,2048,False,0.10691767,0.77122546,0
-109,45000000,-3806198799999.9995,0.40263193,0.3619707,0.91177884,0.04087827,0.49236141,2048,False,0.10691767,0.77122546,0
+109,45000000,-3806198799999.999,0.40263193,0.3619707,0.91177884,0.04087827,0.49236141,2048,False,0.10691767,0.77122546,0
 109,50000000,-3870658400000.0,0.40263193,0.3619707,0.91177884,0.04087827,0.49236141,2048,False,0.10691767,0.77122546,0
 110,5000000,442.54773,0.00608558,0.16141477,0.84589053,0.00034223,0.73685316,512,False,0.46920601,0.22864655,0
 110,10000000,3554.3257,0.00608558,0.16141477,0.84589053,0.00034223,0.73685316,512,False,0.46920601,0.22864655,0
@@ -6320,11 +6320,11 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 119,45000000,-135591600.0,0.4708339,0.13916265,0.83716093,0.00286775,0.10890374,512,False,0.31973139,0.52067779,7
 119,50000000,-390525440.0,0.4708339,0.13916265,0.83716093,0.00286775,0.10890374,512,False,0.31973139,0.52067779,7
 120,5000000,-2012957600000.0,0.19895931,0.38725048,0.8281774,0.06865766,0.86112301,1024,True,0.35042782,0.91328434,7
-120,10000000,-1991314200000.0002,0.19895931,0.38725048,0.8281774,0.06865766,0.86112301,1024,True,0.35042782,0.91328434,7
+120,10000000,-1991314200000.0,0.19895931,0.38725048,0.8281774,0.06865766,0.86112301,1024,True,0.35042782,0.91328434,7
 120,15000000,-1996457500000.0,0.19895931,0.38725048,0.8281774,0.06865766,0.86112301,1024,True,0.35042782,0.91328434,7
 120,20000000,-1993638800000.0,0.19895931,0.38725048,0.8281774,0.06865766,0.86112301,1024,True,0.35042782,0.91328434,7
 120,25000000,-1994550400000.0,0.19895931,0.38725048,0.8281774,0.06865766,0.86112301,1024,True,0.35042782,0.91328434,7
-120,30000000,-1994248999999.9998,0.19895931,0.38725048,0.8281774,0.06865766,0.86112301,1024,True,0.35042782,0.91328434,7
+120,30000000,-1994249000000.0,0.19895931,0.38725048,0.8281774,0.06865766,0.86112301,1024,True,0.35042782,0.91328434,7
 120,35000000,-1960996900000.0,0.19895931,0.38725048,0.8281774,0.06865766,0.86112301,1024,True,0.35042782,0.91328434,7
 120,40000000,-1970261200000.0,0.19895931,0.38725048,0.8281774,0.06865766,0.86112301,1024,True,0.35042782,0.91328434,7
 120,45000000,-1980582000000.0,0.19895931,0.38725048,0.8281774,0.06865766,0.86112301,1024,True,0.35042782,0.91328434,7
@@ -8562,7 +8562,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 88,5000000,-1074281640000.0,0.29821653,0.05876282,0.99507919,0.0460051,0.39179694,512,True,0.24169677,0.0399928,6
 88,10000000,-1073655000000.0,0.29821653,0.05876282,0.99507919,0.0460051,0.39179694,512,True,0.24169677,0.0399928,6
 88,15000000,-1103627600000.0,0.29821653,0.05876282,0.99507919,0.0460051,0.39179694,512,True,0.24169677,0.0399928,6
-88,20000000,-1091719459999.9999,0.29821653,0.05876282,0.99507919,0.0460051,0.39179694,512,True,0.24169677,0.0399928,6
+88,20000000,-1091719460000.0,0.29821653,0.05876282,0.99507919,0.0460051,0.39179694,512,True,0.24169677,0.0399928,6
 88,25000000,-1095200150000.0,0.29821653,0.05876282,0.99507919,0.0460051,0.39179694,512,True,0.24169677,0.0399928,6
 88,30000000,-1100194500000.0,0.29821653,0.05876282,0.99507919,0.0460051,0.39179694,512,True,0.24169677,0.0399928,6
 88,35000000,-1095456650000.0,0.29821653,0.05876282,0.99507919,0.0460051,0.39179694,512,True,0.24169677,0.0399928,6
@@ -9522,7 +9522,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 184,5000000,-1623376100.0,0.47984782,0.12014616,0.95255173,0.02243422,0.56206611,1024,False,0.21440489,0.55519388,6
 184,10000000,-3028982700000.0,0.47984782,0.12014616,0.95255173,0.02243422,0.56206611,1024,False,0.21440489,0.55519388,6
 184,15000000,-1355488400000.0,0.47984782,0.12014616,0.95255173,0.02243422,0.56206611,1024,False,0.21440489,0.55519388,6
-184,20000000,-915039500000.0001,0.47984782,0.12014616,0.95255173,0.02243422,0.56206611,1024,False,0.21440489,0.55519388,6
+184,20000000,-915039500000.0,0.47984782,0.12014616,0.95255173,0.02243422,0.56206611,1024,False,0.21440489,0.55519388,6
 184,25000000,-749863440000.0,0.47984782,0.12014616,0.95255173,0.02243422,0.56206611,1024,False,0.21440489,0.55519388,6
 184,30000000,-662540650000.0,0.47984782,0.12014616,0.95255173,0.02243422,0.56206611,1024,False,0.21440489,0.55519388,6
 184,35000000,-625022900000.0,0.47984782,0.12014616,0.95255173,0.02243422,0.56206611,1024,False,0.21440489,0.55519388,6
@@ -10109,9 +10109,9 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 242,40000000,592.4811,0.48682076,0.42976831,0.983039,1.25e-06,0.56987215,512,False,0.31642483,0.538877,6
 242,45000000,605.6013,0.48682076,0.42976831,0.983039,1.25e-06,0.56987215,512,False,0.31642483,0.538877,6
 242,50000000,982.9105,0.48682076,0.42976831,0.983039,1.25e-06,0.56987215,512,False,0.31642483,0.538877,6
-243,5000000,-941231749999999.9,0.05729408,0.2701114,0.92631764,0.06019516,0.58505101,2048,False,0.32510017,0.50590798,6
+243,5000000,-941231750000000.0,0.05729408,0.2701114,0.92631764,0.06019516,0.58505101,2048,False,0.32510017,0.50590798,6
 243,10000000,-981432100000000.0,0.05729408,0.2701114,0.92631764,0.06019516,0.58505101,2048,False,0.32510017,0.50590798,6
-243,15000000,-1001876949999999.9,0.05729408,0.2701114,0.92631764,0.06019516,0.58505101,2048,False,0.32510017,0.50590798,6
+243,15000000,-1001876950000000.0,0.05729408,0.2701114,0.92631764,0.06019516,0.58505101,2048,False,0.32510017,0.50590798,6
 243,20000000,-1012284940000000.0,0.05729408,0.2701114,0.92631764,0.06019516,0.58505101,2048,False,0.32510017,0.50590798,6
 243,25000000,-1012414200000000.0,0.05729408,0.2701114,0.92631764,0.06019516,0.58505101,2048,False,0.32510017,0.50590798,6
 243,30000000,-1022503800000000.0,0.05729408,0.2701114,0.92631764,0.06019516,0.58505101,2048,False,0.32510017,0.50590798,6
@@ -10931,8 +10931,8 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 68,50000000,8859.539,0.48524685,0.06671972,0.81935111,5.211e-05,0.5910269,1024,True,0.499639,0.351893,1
 69,5000000,-1935844900.0,0.36070333,0.31879135,0.96252947,0.0760551,0.88979366,2048,False,0.16774908,0.14768558,1
 69,10000000,-2163160000.0,0.36070333,0.31879135,0.96252947,0.0760551,0.88979366,2048,False,0.16774908,0.14768558,1
-69,15000000,-964934700000.0001,0.36070333,0.31879135,0.96252947,0.0760551,0.88979366,2048,False,0.16774908,0.14768558,1
-69,20000000,-1056880300000.0001,0.36070333,0.31879135,0.96252947,0.0760551,0.88979366,2048,False,0.16774908,0.14768558,1
+69,15000000,-964934700000.0,0.36070333,0.31879135,0.96252947,0.0760551,0.88979366,2048,False,0.16774908,0.14768558,1
+69,20000000,-1056880300000.0,0.36070333,0.31879135,0.96252947,0.0760551,0.88979366,2048,False,0.16774908,0.14768558,1
 69,25000000,-1120652500000.0,0.36070333,0.31879135,0.96252947,0.0760551,0.88979366,2048,False,0.16774908,0.14768558,1
 69,30000000,-1097085350000.0,0.36070333,0.31879135,0.96252947,0.0760551,0.88979366,2048,False,0.16774908,0.14768558,1
 69,35000000,-1119894500000.0,0.36070333,0.31879135,0.96252947,0.0760551,0.88979366,2048,False,0.16774908,0.14768558,1
@@ -11040,11 +11040,11 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 79,45000000,5226.925,0.2798412,0.38672777,0.89123627,5.85e-06,0.19959614,1024,False,0.17472015,0.7814796,1
 79,50000000,5538.661,0.2798412,0.38672777,0.89123627,5.85e-06,0.19959614,1024,False,0.17472015,0.7814796,1
 80,5000000,-1021982100000000.0,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,1
-80,10000000,-1054175969999999.9,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,1
-80,15000000,-1069835550000000.1,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,1
+80,10000000,-1054175970000000.0,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,1
+80,15000000,-1069835550000000.0,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,1
 80,20000000,-1072107700000000.0,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,1
 80,25000000,-1084546800000000.0,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,1
-80,30000000,-1092285999999999.9,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,1
+80,30000000,-1092286000000000.0,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,1
 80,35000000,-1095135500000000.0,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,1
 80,40000000,-1097851600000000.0,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,1
 80,45000000,-1098859300000000.0,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,1
@@ -15882,9 +15882,9 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 52,5000000,-1198936000000.0,0.41959456,0.11887091,0.90042765,0.05163189,0.6339977,2048,False,0.37538243,0.69957506,4
 52,10000000,-1235097400000.0,0.41959456,0.11887091,0.90042765,0.05163189,0.6339977,2048,False,0.37538243,0.69957506,4
 52,15000000,-1059447800000.0,0.41959456,0.11887091,0.90042765,0.05163189,0.6339977,2048,False,0.37538243,0.69957506,4
-52,20000000,-952769500000.0001,0.41959456,0.11887091,0.90042765,0.05163189,0.6339977,2048,False,0.37538243,0.69957506,4
+52,20000000,-952769500000.0,0.41959456,0.11887091,0.90042765,0.05163189,0.6339977,2048,False,0.37538243,0.69957506,4
 52,25000000,-923167750000.0,0.41959456,0.11887091,0.90042765,0.05163189,0.6339977,2048,False,0.37538243,0.69957506,4
-52,30000000,-937006099999.9999,0.41959456,0.11887091,0.90042765,0.05163189,0.6339977,2048,False,0.37538243,0.69957506,4
+52,30000000,-937006100000.0,0.41959456,0.11887091,0.90042765,0.05163189,0.6339977,2048,False,0.37538243,0.69957506,4
 52,35000000,-927871000000.0,0.41959456,0.11887091,0.90042765,0.05163189,0.6339977,2048,False,0.37538243,0.69957506,4
 52,40000000,-732554200000.0,0.41959456,0.11887091,0.90042765,0.05163189,0.6339977,2048,False,0.37538243,0.69957506,4
 52,45000000,-488612040000.0,0.41959456,0.11887091,0.90042765,0.05163189,0.6339977,2048,False,0.37538243,0.69957506,4
@@ -16161,7 +16161,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 79,50000000,5149.714,0.2798412,0.38672777,0.89123627,5.85e-06,0.19959614,1024,False,0.17472015,0.7814796,4
 80,5000000,-97145995000.0,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,4
 80,10000000,-536399769999.99994,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,4
-80,15000000,-933791699999.9999,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,4
+80,15000000,-933791700000.0,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,4
 80,20000000,-1268400300000.0,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,4
 80,25000000,-1487722000000.0,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,4
 80,30000000,-1703704500000.0,0.37551082,0.4636059,0.80578761,0.03009237,0.39256879,2048,False,0.49367438,0.75928245,4
@@ -18226,9 +18226,9 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 30,25000000,-3289485100000.0,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,3
 30,30000000,-3502377000000.0,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,3
 30,35000000,-3744730200000.0,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,3
-30,40000000,-3900075099999.9995,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,3
+30,40000000,-3900075099999.999,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,3
 30,45000000,-3758518700000.0,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,3
-30,50000000,-4068030299999.9995,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,3
+30,50000000,-4068030299999.999,0.48874757,0.43825262,0.86759797,0.06424669,0.23170163,2048,False,0.39960129,0.63044794,3
 31,5000000,66.75697,0.43714398,0.14651014,0.96970382,0.00122852,0.01323686,1024,True,0.49091469,0.47837031,3
 31,10000000,643.8496,0.43714398,0.14651014,0.96970382,0.00122852,0.01323686,1024,True,0.49091469,0.47837031,3
 31,15000000,638.6655,0.43714398,0.14651014,0.96970382,0.00122852,0.01323686,1024,True,0.49091469,0.47837031,3
@@ -19930,7 +19930,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 200,45000000,1273.2614,0.27347503,0.14680841,0.99354406,1.352e-05,0.01573824,512,False,0.01418147,0.5592483,3
 200,50000000,2122.8442,0.27347503,0.14680841,0.99354406,1.352e-05,0.01573824,512,False,0.01418147,0.5592483,3
 201,5000000,-2344364000000000.0,0.43714139,0.3523661,0.92453137,0.06022943,0.95827933,2048,False,0.24388228,0.01331611,3
-201,10000000,-2233988899999999.8,0.43714139,0.3523661,0.92453137,0.06022943,0.95827933,2048,False,0.24388228,0.01331611,3
+201,10000000,-2233988900000000.0,0.43714139,0.3523661,0.92453137,0.06022943,0.95827933,2048,False,0.24388228,0.01331611,3
 201,15000000,-2218243200000000.0,0.43714139,0.3523661,0.92453137,0.06022943,0.95827933,2048,False,0.24388228,0.01331611,3
 201,20000000,-2244488700000000.0,0.43714139,0.3523661,0.92453137,0.06022943,0.95827933,2048,False,0.24388228,0.01331611,3
 201,25000000,-2252367600000000.0,0.43714139,0.3523661,0.92453137,0.06022943,0.95827933,2048,False,0.24388228,0.01331611,3
@@ -20711,13 +20711,13 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 22,50000000,-734257.56,0.02901458,0.21720831,0.862328,0.00303192,0.37775184,512,True,0.03362482,0.67939277,2
 23,5000000,-901184000000.0,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,2
 23,10000000,-915730330000.0,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,2
-23,15000000,-925375699999.9999,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,2
+23,15000000,-925375700000.0,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,2
 23,20000000,-921390200000.0,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,2
-23,25000000,-925520700000.0001,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,2
+23,25000000,-925520700000.0,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,2
 23,30000000,-925193600000.0,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,2
 23,35000000,-925503400000.0,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,2
 23,40000000,-929904070000.0,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,2
-23,45000000,-931394700000.0001,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,2
+23,45000000,-931394700000.0,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,2
 23,50000000,-930550800000.0,0.22684842,0.26828961,0.97924459,0.08947356,0.21689698,1024,True,0.0103255,0.75837865,2
 24,5000000,-64862.92,0.16000858,0.19173195,0.91760459,0.01429691,0.62898184,2048,True,0.39902342,0.18563594,2
 24,10000000,-1780.1628,0.16000858,0.19173195,0.91760459,0.01429691,0.62898184,2048,True,0.39902342,0.18563594,2
@@ -20953,11 +20953,11 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 47,10000000,-1792702700000.0,0.08147721,0.31938088,0.89801204,0.08852152,0.06530421,2048,True,0.12070931,0.66250457,2
 47,15000000,-1825010900000.0,0.08147721,0.31938088,0.89801204,0.08852152,0.06530421,2048,True,0.12070931,0.66250457,2
 47,20000000,-1844605500000.0,0.08147721,0.31938088,0.89801204,0.08852152,0.06530421,2048,True,0.12070931,0.66250457,2
-47,25000000,-1856960199999.9998,0.08147721,0.31938088,0.89801204,0.08852152,0.06530421,2048,True,0.12070931,0.66250457,2
-47,30000000,-1862648199999.9998,0.08147721,0.31938088,0.89801204,0.08852152,0.06530421,2048,True,0.12070931,0.66250457,2
+47,25000000,-1856960200000.0,0.08147721,0.31938088,0.89801204,0.08852152,0.06530421,2048,True,0.12070931,0.66250457,2
+47,30000000,-1862648200000.0,0.08147721,0.31938088,0.89801204,0.08852152,0.06530421,2048,True,0.12070931,0.66250457,2
 47,35000000,-1863909600000.0,0.08147721,0.31938088,0.89801204,0.08852152,0.06530421,2048,True,0.12070931,0.66250457,2
 47,40000000,-1869335500000.0,0.08147721,0.31938088,0.89801204,0.08852152,0.06530421,2048,True,0.12070931,0.66250457,2
-47,45000000,-1882951000000.0002,0.08147721,0.31938088,0.89801204,0.08852152,0.06530421,2048,True,0.12070931,0.66250457,2
+47,45000000,-1882951000000.0,0.08147721,0.31938088,0.89801204,0.08852152,0.06530421,2048,True,0.12070931,0.66250457,2
 47,50000000,-1883115900000.0,0.08147721,0.31938088,0.89801204,0.08852152,0.06530421,2048,True,0.12070931,0.66250457,2
 48,5000000,1931.5603,0.12303159,0.33292956,0.90340997,0.00013196,0.55468781,512,False,0.20742843,0.36054556,2
 48,10000000,6331.2256,0.12303159,0.33292956,0.90340997,0.00013196,0.55468781,512,False,0.20742843,0.36054556,2
@@ -21191,13 +21191,13 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 70,50000000,1004.72754,0.031318,0.12095085,0.88641307,0.00040736,0.77308355,2048,True,0.05350207,0.58969472,2
 71,5000000,-893491500000.0001,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,2
 71,10000000,-904410040000.0,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,2
-71,15000000,-916229459999.9999,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,2
+71,15000000,-916229460000.0,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,2
 71,20000000,-912287000000.0,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,2
-71,25000000,-911456339999.9999,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,2
+71,25000000,-911456340000.0,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,2
 71,30000000,-913413800000.0,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,2
-71,35000000,-913605660000.0001,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,2
+71,35000000,-913605660000.0,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,2
 71,40000000,-918627160000.0,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,2
-71,45000000,-919037699999.9999,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,2
+71,45000000,-919037700000.0,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,2
 71,50000000,-915004850000.0,0.37269904,0.42407519,0.98707283,0.08262876,0.39980169,1024,True,0.34246722,0.65676196,2
 72,5000000,-3706039.5,0.4310313,0.048629,0.8995056,0.00080428,0.24155704,512,False,0.02926746,0.4706209,2
 72,10000000,435.1703,0.4310313,0.048629,0.8995056,0.00080428,0.24155704,512,False,0.02926746,0.4706209,2
@@ -21572,9 +21572,9 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 109,5000000,-2073423100000000.0,0.40263193,0.3619707,0.91177884,0.04087827,0.49236141,2048,False,0.10691767,0.77122546,2
 109,10000000,-2959808800000000.0,0.40263193,0.3619707,0.91177884,0.04087827,0.49236141,2048,False,0.10691767,0.77122546,2
 109,15000000,-3363277800000000.0,0.40263193,0.3619707,0.91177884,0.04087827,0.49236141,2048,False,0.10691767,0.77122546,2
-109,20000000,-3619379000000000.5,0.40263193,0.3619707,0.91177884,0.04087827,0.49236141,2048,False,0.10691767,0.77122546,2
+109,20000000,-3619379000000001.0,0.40263193,0.3619707,0.91177884,0.04087827,0.49236141,2048,False,0.10691767,0.77122546,2
 109,25000000,-3786031400000000.0,0.40263193,0.3619707,0.91177884,0.04087827,0.49236141,2048,False,0.10691767,0.77122546,2
-109,30000000,-3923126700000000.5,0.40263193,0.3619707,0.91177884,0.04087827,0.49236141,2048,False,0.10691767,0.77122546,2
+109,30000000,-3923126700000001.0,0.40263193,0.3619707,0.91177884,0.04087827,0.49236141,2048,False,0.10691767,0.77122546,2
 109,35000000,-4011133300000000.0,0.40263193,0.3619707,0.91177884,0.04087827,0.49236141,2048,False,0.10691767,0.77122546,2
 109,40000000,-4071266000000000.0,0.40263193,0.3619707,0.91177884,0.04087827,0.49236141,2048,False,0.10691767,0.77122546,2
 109,45000000,-4169845200000000.0,0.40263193,0.3619707,0.91177884,0.04087827,0.49236141,2048,False,0.10691767,0.77122546,2
@@ -21941,7 +21941,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 145,50000000,-7788980000.0,0.46893219,0.31057016,0.81955225,0.02641203,0.76915552,2048,True,0.19811137,0.16743582,2
 146,5000000,-2629195800.0,0.41095195,0.35026431,0.97652721,0.06805743,0.77474761,2048,False,0.0185648,0.01425152,2
 146,10000000,-696154500.0,0.41095195,0.35026431,0.97652721,0.06805743,0.77474761,2048,False,0.0185648,0.01425152,2
-146,15000000,-1861304199999.9998,0.41095195,0.35026431,0.97652721,0.06805743,0.77474761,2048,False,0.0185648,0.01425152,2
+146,15000000,-1861304200000.0,0.41095195,0.35026431,0.97652721,0.06805743,0.77474761,2048,False,0.0185648,0.01425152,2
 146,20000000,-2192903500000.0,0.41095195,0.35026431,0.97652721,0.06805743,0.77474761,2048,False,0.0185648,0.01425152,2
 146,25000000,-2411245300000.0,0.41095195,0.35026431,0.97652721,0.06805743,0.77474761,2048,False,0.0185648,0.01425152,2
 146,30000000,-2577446200000.0,0.41095195,0.35026431,0.97652721,0.06805743,0.77474761,2048,False,0.0185648,0.01425152,2
@@ -22323,7 +22323,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 184,10000000,-13580507000.0,0.47984782,0.12014616,0.95255173,0.02243422,0.56206611,1024,False,0.21440489,0.55519388,2
 184,15000000,-4312277000.0,0.47984782,0.12014616,0.95255173,0.02243422,0.56206611,1024,False,0.21440489,0.55519388,2
 184,20000000,-1456594700.0,0.47984782,0.12014616,0.95255173,0.02243422,0.56206611,1024,False,0.21440489,0.55519388,2
-184,25000000,-4130696900000.0005,0.47984782,0.12014616,0.95255173,0.02243422,0.56206611,1024,False,0.21440489,0.55519388,2
+184,25000000,-4130696900000.001,0.47984782,0.12014616,0.95255173,0.02243422,0.56206611,1024,False,0.21440489,0.55519388,2
 184,30000000,-3730063800000.0,0.47984782,0.12014616,0.95255173,0.02243422,0.56206611,1024,False,0.21440489,0.55519388,2
 184,35000000,-79035384000000.0,0.47984782,0.12014616,0.95255173,0.02243422,0.56206611,1024,False,0.21440489,0.55519388,2
 184,40000000,-73192890000000.0,0.47984782,0.12014616,0.95255173,0.02243422,0.56206611,1024,False,0.21440489,0.55519388,2
@@ -23035,7 +23035,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 255,20000000,-2457461600000000.0,0.49007952,0.21130504,0.86529438,0.01283393,0.5479067,2048,False,0.33571377,0.42240749,2
 255,25000000,-1160283400000000.0,0.49007952,0.21130504,0.86529438,0.01283393,0.5479067,2048,False,0.33571377,0.42240749,2
 255,30000000,-915501400000000.0,0.49007952,0.21130504,0.86529438,0.01283393,0.5479067,2048,False,0.33571377,0.42240749,2
-255,35000000,-922462899999999.9,0.49007952,0.21130504,0.86529438,0.01283393,0.5479067,2048,False,0.33571377,0.42240749,2
+255,35000000,-922462900000000.0,0.49007952,0.21130504,0.86529438,0.01283393,0.5479067,2048,False,0.33571377,0.42240749,2
 255,40000000,-869054700000000.0,0.49007952,0.21130504,0.86529438,0.01283393,0.5479067,2048,False,0.33571377,0.42240749,2
 255,45000000,-839204900000000.0,0.49007952,0.21130504,0.86529438,0.01283393,0.5479067,2048,False,0.33571377,0.42240749,2
 255,50000000,-823734699999999.9,0.49007952,0.21130504,0.86529438,0.01283393,0.5479067,2048,False,0.33571377,0.42240749,2
@@ -24239,7 +24239,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 119,40000000,-107404.62,0.4708339,0.13916265,0.83716093,0.00286775,0.10890374,512,False,0.31973139,0.52067779,5
 119,45000000,-2360785.5,0.4708339,0.13916265,0.83716093,0.00286775,0.10890374,512,False,0.31973139,0.52067779,5
 119,50000000,-228758.67,0.4708339,0.13916265,0.83716093,0.00286775,0.10890374,512,False,0.31973139,0.52067779,5
-120,5000000,-3675941499999.9995,0.19895931,0.38725048,0.8281774,0.06865766,0.86112301,1024,True,0.35042782,0.91328434,5
+120,5000000,-3675941499999.999,0.19895931,0.38725048,0.8281774,0.06865766,0.86112301,1024,True,0.35042782,0.91328434,5
 120,10000000,-3532099400000.0,0.19895931,0.38725048,0.8281774,0.06865766,0.86112301,1024,True,0.35042782,0.91328434,5
 120,15000000,-3499586700000.0,0.19895931,0.38725048,0.8281774,0.06865766,0.86112301,1024,True,0.35042782,0.91328434,5
 120,20000000,-3451047600000.0005,0.19895931,0.38725048,0.8281774,0.06865766,0.86112301,1024,True,0.35042782,0.91328434,5
@@ -24321,11 +24321,11 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 127,50000000,6820.8555,0.34186322,0.05122314,0.87936546,2.417e-05,0.50634292,1024,False,0.01228851,0.63398692,5
 128,5000000,-2390233200000.0,0.11528564,0.13435451,0.9599711,0.05995729,0.31655021,2048,True,0.31699083,0.7510323,5
 128,10000000,-2133583300000.0,0.11528564,0.13435451,0.9599711,0.05995729,0.31655021,2048,True,0.31699083,0.7510323,5
-128,15000000,-1865524199999.9998,0.11528564,0.13435451,0.9599711,0.05995729,0.31655021,2048,True,0.31699083,0.7510323,5
+128,15000000,-1865524200000.0,0.11528564,0.13435451,0.9599711,0.05995729,0.31655021,2048,True,0.31699083,0.7510323,5
 128,20000000,-1857530900000.0,0.11528564,0.13435451,0.9599711,0.05995729,0.31655021,2048,True,0.31699083,0.7510323,5
-128,25000000,-2020863399999.9998,0.11528564,0.13435451,0.9599711,0.05995729,0.31655021,2048,True,0.31699083,0.7510323,5
+128,25000000,-2020863400000.0,0.11528564,0.13435451,0.9599711,0.05995729,0.31655021,2048,True,0.31699083,0.7510323,5
 128,30000000,-2007495700000.0,0.11528564,0.13435451,0.9599711,0.05995729,0.31655021,2048,True,0.31699083,0.7510323,5
-128,35000000,-1888825799999.9998,0.11528564,0.13435451,0.9599711,0.05995729,0.31655021,2048,True,0.31699083,0.7510323,5
+128,35000000,-1888825800000.0,0.11528564,0.13435451,0.9599711,0.05995729,0.31655021,2048,True,0.31699083,0.7510323,5
 128,40000000,-1887622400000.0,0.11528564,0.13435451,0.9599711,0.05995729,0.31655021,2048,True,0.31699083,0.7510323,5
 128,45000000,-1830359700000.0,0.11528564,0.13435451,0.9599711,0.05995729,0.31655021,2048,True,0.31699083,0.7510323,5
 128,50000000,-1770032500000.0,0.11528564,0.13435451,0.9599711,0.05995729,0.31655021,2048,True,0.31699083,0.7510323,5

pbt/brax_ant_ppo.csv

@@ -85,7 +85,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 27,5000000.0,799.7551,0.01401148,0.48,0.8,0.00218037,0.57631001,1024,False,0.06802361,0.74931721,0,2
 28,5000000.0,-477188260000.0,0.29019772,0.03149496,0.9999,5.842e-05,0.35584459,2048,False,0.44813497,0.04638034,0,0
 28,5000000.0,-34871624000.0,0.29019772,0.03149496,0.9999,5.842e-05,0.35584459,2048,False,0.44813497,0.04638034,0,1
-28,5000000.0,-901139660000.0001,0.29019772,0.03149496,0.9999,5.842e-05,0.35584459,2048,False,0.44813497,0.04638034,0,2
+28,5000000.0,-901139660000.0,0.29019772,0.03149496,0.9999,5.842e-05,0.35584459,2048,False,0.44813497,0.04638034,0,2
 29,5000000.0,137.4628,0.31617578,0.2266478,0.8,0.00187244,0.055868,2048,False,0.20181603,0.6498298,0,0
 29,5000000.0,137.68329,0.31617578,0.2266478,0.8,0.00187244,0.055868,2048,False,0.20181603,0.6498298,0,1
 29,5000000.0,114.61923,0.31617578,0.2266478,0.8,0.00187244,0.055868,2048,False,0.20181603,0.6498298,0,2
@@ -1653,7 +1653,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 230,5000000.0,1750.2385,0.328611,0.14597006,0.9999,1.26e-06,0.44014328,2048,True,0.24059594,0.51920092,1,1
 230,5000000.0,1672.249,0.328611,0.14597006,0.9999,1.26e-06,0.44014328,2048,True,0.24059594,0.51920092,1,2
 231,5000000.0,-254093.4,0.01980436,0.19428422,0.95656457,8.88e-06,1.0,2048,False,0.12295406,1.0,1,0
-231,5000000.0,-2110541799999.9998,0.01980436,0.19428422,0.95656457,8.88e-06,1.0,2048,False,0.12295406,1.0,1,1
+231,5000000.0,-2110541800000.0,0.01980436,0.19428422,0.95656457,8.88e-06,1.0,2048,False,0.12295406,1.0,1,1
 231,5000000.0,-194514420.0,0.01980436,0.19428422,0.95656457,8.88e-06,1.0,2048,False,0.12295406,1.0,1,2
 232,5000000.0,842.877,0.03225197,0.28708575,0.8,5.59e-06,0.16591251,2048,False,0.20904139,0.89134567,1,0
 232,5000000.0,847.10065,0.03225197,0.28708575,0.8,5.59e-06,0.16591251,2048,False,0.20904139,0.89134567,1,1

pbt/brax_halfcheetah_ppo.csv

@@ -1367,7 +1367,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 135,5000000.0,-186246.47,0.37472464,0.11837245,0.8,1e-06,0.73428772,512,False,0.14992323,0.12162463,1,0
 135,5000000.0,-193321.95,0.37472464,0.11837245,0.8,1e-06,0.73428772,512,False,0.14992323,0.12162463,1,1
 135,5000000.0,-13.198059,0.37472464,0.11837245,0.8,1e-06,0.73428772,512,False,0.14992323,0.12162463,1,2
-136,5000000.0,-1909604600000.0002,0.07794499,0.09282115,0.9999,0.01193665,0.14823359,2048,False,0.4,0.6030441,1,0
+136,5000000.0,-1909604600000.0,0.07794499,0.09282115,0.9999,0.01193665,0.14823359,2048,False,0.4,0.6030441,1,0
 136,5000000.0,-37744320.0,0.07794499,0.09282115,0.9999,0.01193665,0.14823359,2048,False,0.4,0.6030441,1,1
 136,5000000.0,-148703460.0,0.07794499,0.09282115,0.9999,0.01193665,0.14823359,2048,False,0.4,0.6030441,1,2
 137,5000000.0,-84989.31,0.38663736,0.09053931,0.9999,0.00152141,0.35604363,512,True,0.37586203,0.65488565,1,0
@@ -3135,7 +3135,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 84,5000000.0,-274191500.0,0.06909426,0.26661242,0.8,0.01807553,0.14754063,2048,True,0.37067079,0.85755143,3,1
 84,5000000.0,-4378297300.0,0.06909426,0.26661242,0.8,0.01807553,0.14754063,2048,True,0.37067079,0.85755143,3,2
 85,5000000.0,-47062577000.0,0.01156728,0.39774275,0.8,4.015e-05,0.06389787,2048,True,0.44479989,0.15815353,3,0
-85,5000000.0,-959951100000.0001,0.01156728,0.39774275,0.8,4.015e-05,0.06389787,2048,True,0.44479989,0.15815353,3,1
+85,5000000.0,-959951100000.0,0.01156728,0.39774275,0.8,4.015e-05,0.06389787,2048,True,0.44479989,0.15815353,3,1
 85,5000000.0,-38415160000.0,0.01156728,0.39774275,0.8,4.015e-05,0.06389787,2048,True,0.44479989,0.15815353,3,2
 86,5000000.0,5863.6396,0.12987739,0.02764408,0.8,0.00016049,0.09915259,1024,False,0.04856248,0.53174708,3,0
 86,5000000.0,2115.7495,0.12987739,0.02764408,0.8,0.00016049,0.09915259,1024,False,0.04856248,0.53174708,3,1

rs/atari_battle_zone_dqn.csv

@@ -1,418 +1,418 @@
 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,optimisation_seed,seed
-0,10000000,26476.562,64,True,955722,0.57143341,1.01e-06,28504,0.01028647,False,0.05598591,0.96597571,5.76e-06,NaN,42,0
-0,10000000,30039.062,64,True,955722,0.57143341,1.01e-06,28504,0.01028647,False,0.05598591,0.96597571,5.76e-06,NaN,42,1
-0,10000000,13890.625,64,True,955722,0.57143341,1.01e-06,28504,0.01028647,False,0.05598591,0.96597571,5.76e-06,NaN,42,2
+0,10000000,26476.562,64,True,955722,0.57143341,1.01e-06,28504,0.01028647,False,0.05598591,0.96597571,5.76e-06,,42,0
+0,10000000,30039.062,64,True,955722,0.57143341,1.01e-06,28504,0.01028647,False,0.05598591,0.96597571,5.76e-06,,42,1
+0,10000000,13890.625,64,True,955722,0.57143341,1.01e-06,28504,0.01028647,False,0.05598591,0.96597571,5.76e-06,,42,2
 1,10000000,2187.5,32,True,197793,0.96093712,8.778e-05,9595,0.03388812,True,0.7317171,0.86447239,2e-06,613.0,42,0
 1,10000000,2539.0625,32,True,197793,0.96093712,8.778e-05,9595,0.03388812,True,0.7317171,0.86447239,2e-06,613.0,42,1
 1,10000000,4796.875,32,True,197793,0.96093712,8.778e-05,9595,0.03388812,True,0.7317171,0.86447239,2e-06,613.0,42,2
-2,10000000,0.0,16,True,219993,0.51571459,1.764e-05,10938,0.12524646,False,0.80936575,0.43283671,4.67e-06,NaN,42,0
-2,10000000,406.25,16,True,219993,0.51571459,1.764e-05,10938,0.12524646,False,0.80936575,0.43283671,4.67e-06,NaN,42,1
-2,10000000,2585.9375,16,True,219993,0.51571459,1.764e-05,10938,0.12524646,False,0.80936575,0.43283671,4.67e-06,NaN,42,2
-3,10000000,16820.312,16,True,742000,0.98830748,0.00253237,20918,0.14591505,False,0.51311679,0.71403804,3.89e-06,NaN,42,0
-3,10000000,14578.125,16,True,742000,0.98830748,0.00253237,20918,0.14591505,False,0.51311679,0.71403804,3.89e-06,NaN,42,1
-3,10000000,27359.375,16,True,742000,0.98830748,0.00253237,20918,0.14591505,False,0.51311679,0.71403804,3.89e-06,NaN,42,2
-4,10000000,0.0,64,True,118820,0.63943568,0.02746948,25853,0.13303685,False,0.02789461,0.72373053,1e-06,NaN,42,0
-4,10000000,3195.3125,64,True,118820,0.63943568,0.02746948,25853,0.13303685,False,0.02789461,0.72373053,1e-06,NaN,42,1
-4,10000000,523.4375,64,True,118820,0.63943568,0.02746948,25853,0.13303685,False,0.02789461,0.72373053,1e-06,NaN,42,2
-5,10000000,1445.3125,64,False,467984,0.63978017,0.00058053,3999,0.03472906,False,NaN,NaN,NaN,NaN,42,0
-5,10000000,1562.5,64,False,467984,0.63978017,0.00058053,3999,0.03472906,False,NaN,NaN,NaN,NaN,42,1
-5,10000000,4515.625,64,False,467984,0.63978017,0.00058053,3999,0.03472906,False,NaN,NaN,NaN,NaN,42,2
-6,10000000,0.0,32,False,119858,0.64327063,6.323e-05,17412,0.03968163,False,NaN,NaN,NaN,NaN,42,0
-6,10000000,4000.0,32,False,119858,0.64327063,6.323e-05,17412,0.03968163,False,NaN,NaN,NaN,NaN,42,1
-6,10000000,1000.0,32,False,119858,0.64327063,6.323e-05,17412,0.03968163,False,NaN,NaN,NaN,NaN,42,2
+2,10000000,0.0,16,True,219993,0.51571459,1.764e-05,10938,0.12524646,False,0.80936575,0.43283671,4.67e-06,,42,0
+2,10000000,406.25,16,True,219993,0.51571459,1.764e-05,10938,0.12524646,False,0.80936575,0.43283671,4.67e-06,,42,1
+2,10000000,2585.9375,16,True,219993,0.51571459,1.764e-05,10938,0.12524646,False,0.80936575,0.43283671,4.67e-06,,42,2
+3,10000000,16820.312,16,True,742000,0.98830748,0.00253237,20918,0.14591505,False,0.51311679,0.71403804,3.89e-06,,42,0
+3,10000000,14578.125,16,True,742000,0.98830748,0.00253237,20918,0.14591505,False,0.51311679,0.71403804,3.89e-06,,42,1
+3,10000000,27359.375,16,True,742000,0.98830748,0.00253237,20918,0.14591505,False,0.51311679,0.71403804,3.89e-06,,42,2
+4,10000000,0.0,64,True,118820,0.63943568,0.02746948,25853,0.13303685,False,0.02789461,0.72373053,1e-06,,42,0
+4,10000000,3195.3125,64,True,118820,0.63943568,0.02746948,25853,0.13303685,False,0.02789461,0.72373053,1e-06,,42,1
+4,10000000,523.4375,64,True,118820,0.63943568,0.02746948,25853,0.13303685,False,0.02789461,0.72373053,1e-06,,42,2
+5,10000000,1445.3125,64,False,467984,0.63978017,0.00058053,3999,0.03472906,False,,,,,42,0
+5,10000000,1562.5,64,False,467984,0.63978017,0.00058053,3999,0.03472906,False,,,,,42,1
+5,10000000,4515.625,64,False,467984,0.63978017,0.00058053,3999,0.03472906,False,,,,,42,2
+6,10000000,0.0,32,False,119858,0.64327063,6.323e-05,17412,0.03968163,False,,,,,42,0
+6,10000000,4000.0,32,False,119858,0.64327063,6.323e-05,17412,0.03968163,False,,,,,42,1
+6,10000000,1000.0,32,False,119858,0.64327063,6.323e-05,17412,0.03968163,False,,,,,42,2
 7,10000000,2351.5625,64,True,145380,0.52300132,3.08e-06,27670,0.05291783,True,0.64599509,0.39428823,3.5e-06,1631.0,42,0
 7,10000000,226.5625,64,True,145380,0.52300132,3.08e-06,27670,0.05291783,True,0.64599509,0.39428823,3.5e-06,1631.0,42,1
 7,10000000,5656.25,64,True,145380,0.52300132,3.08e-06,27670,0.05291783,True,0.64599509,0.39428823,3.5e-06,1631.0,42,2
-8,10000000,8242.1875,32,False,208893,0.55908241,0.0104089,17072,0.05075327,True,NaN,NaN,NaN,885.0,42,0
-8,10000000,15460.9375,32,False,208893,0.55908241,0.0104089,17072,0.05075327,True,NaN,NaN,NaN,885.0,42,1
-8,10000000,12125.0,32,False,208893,0.55908241,0.0104089,17072,0.05075327,True,NaN,NaN,NaN,885.0,42,2
-9,10000000,3000.0,64,True,798630,0.86851778,0.01530451,31112,0.01718841,False,0.59596985,0.70803352,4.18e-06,NaN,42,0
-9,10000000,8171.875,64,True,798630,0.86851778,0.01530451,31112,0.01718841,False,0.59596985,0.70803352,4.18e-06,NaN,42,1
-9,10000000,0.0,64,True,798630,0.86851778,0.01530451,31112,0.01718841,False,0.59596985,0.70803352,4.18e-06,NaN,42,2
-10,10000000,742.1875,32,False,461881,0.52157996,0.00058786,20894,0.07745616,False,NaN,NaN,NaN,NaN,42,0
-10,10000000,0.0,32,False,461881,0.52157996,0.00058786,20894,0.07745616,False,NaN,NaN,NaN,NaN,42,1
-10,10000000,10070.3125,32,False,461881,0.52157996,0.00058786,20894,0.07745616,False,NaN,NaN,NaN,NaN,42,2
-11,10000000,1000.0,16,False,169988,0.99363806,0.01624032,9199,0.10733491,False,NaN,NaN,NaN,NaN,42,0
-11,10000000,1000.0,16,False,169988,0.99363806,0.01624032,9199,0.10733491,False,NaN,NaN,NaN,NaN,42,1
-11,10000000,0.0,16,False,169988,0.99363806,0.01624032,9199,0.10733491,False,NaN,NaN,NaN,NaN,42,2
-12,10000000,11257.8125,16,True,316850,0.99023136,0.00428534,20585,0.03026762,False,0.21703948,0.58891844,4.43e-06,NaN,42,0
-12,10000000,19609.375,16,True,316850,0.99023136,0.00428534,20585,0.03026762,False,0.21703948,0.58891844,4.43e-06,NaN,42,1
-12,10000000,15546.875,16,True,316850,0.99023136,0.00428534,20585,0.03026762,False,0.21703948,0.58891844,4.43e-06,NaN,42,2
+8,10000000,8242.1875,32,False,208893,0.55908241,0.0104089,17072,0.05075327,True,,,,885.0,42,0
+8,10000000,15460.9375,32,False,208893,0.55908241,0.0104089,17072,0.05075327,True,,,,885.0,42,1
+8,10000000,12125.0,32,False,208893,0.55908241,0.0104089,17072,0.05075327,True,,,,885.0,42,2
+9,10000000,3000.0,64,True,798630,0.86851778,0.01530451,31112,0.01718841,False,0.59596985,0.70803352,4.18e-06,,42,0
+9,10000000,8171.875,64,True,798630,0.86851778,0.01530451,31112,0.01718841,False,0.59596985,0.70803352,4.18e-06,,42,1
+9,10000000,0.0,64,True,798630,0.86851778,0.01530451,31112,0.01718841,False,0.59596985,0.70803352,4.18e-06,,42,2
+10,10000000,742.1875,32,False,461881,0.52157996,0.00058786,20894,0.07745616,False,,,,,42,0
+10,10000000,0.0,32,False,461881,0.52157996,0.00058786,20894,0.07745616,False,,,,,42,1
+10,10000000,10070.3125,32,False,461881,0.52157996,0.00058786,20894,0.07745616,False,,,,,42,2
+11,10000000,1000.0,16,False,169988,0.99363806,0.01624032,9199,0.10733491,False,,,,,42,0
+11,10000000,1000.0,16,False,169988,0.99363806,0.01624032,9199,0.10733491,False,,,,,42,1
+11,10000000,0.0,16,False,169988,0.99363806,0.01624032,9199,0.10733491,False,,,,,42,2
+12,10000000,11257.8125,16,True,316850,0.99023136,0.00428534,20585,0.03026762,False,0.21703948,0.58891844,4.43e-06,,42,0
+12,10000000,19609.375,16,True,316850,0.99023136,0.00428534,20585,0.03026762,False,0.21703948,0.58891844,4.43e-06,,42,1
+12,10000000,15546.875,16,True,316850,0.99023136,0.00428534,20585,0.03026762,False,0.21703948,0.58891844,4.43e-06,,42,2
 13,10000000,0.0,32,True,749613,0.66079138,6.09e-06,15202,0.07472395,True,0.14178576,0.86854283,5.4e-07,537.0,42,0
 13,10000000,2000.0,32,True,749613,0.66079138,6.09e-06,15202,0.07472395,True,0.14178576,0.86854283,5.4e-07,537.0,42,1
 13,10000000,523.4375,32,True,749613,0.66079138,6.09e-06,15202,0.07472395,True,0.14178576,0.86854283,5.4e-07,537.0,42,2
 14,10000000,992.1875,32,True,538222,0.56379015,6.032e-05,19141,0.17031269,True,0.98255483,0.81890135,1.687e-05,1142.0,42,0
 14,10000000,804.6875,32,True,538222,0.56379015,6.032e-05,19141,0.17031269,True,0.98255483,0.81890135,1.687e-05,1142.0,42,1
 14,10000000,3000.0,32,True,538222,0.56379015,6.032e-05,19141,0.17031269,True,0.98255483,0.81890135,1.687e-05,1142.0,42,2
-15,10000000,7414.0625,16,False,557566,0.52591177,4.09e-05,19402,0.07042479,False,NaN,NaN,NaN,NaN,42,0
-15,10000000,15468.75,16,False,557566,0.52591177,4.09e-05,19402,0.07042479,False,NaN,NaN,NaN,NaN,42,1
-15,10000000,8617.1875,16,False,557566,0.52591177,4.09e-05,19402,0.07042479,False,NaN,NaN,NaN,NaN,42,2
-16,10000000,0.0,32,True,593040,0.77177643,0.00137575,27635,0.19954083,False,0.87799798,0.13621378,7.745e-05,NaN,42,0
-16,10000000,1000.0,32,True,593040,0.77177643,0.00137575,27635,0.19954083,False,0.87799798,0.13621378,7.745e-05,NaN,42,1
-16,10000000,1507.8125,32,True,593040,0.77177643,0.00137575,27635,0.19954083,False,0.87799798,0.13621378,7.745e-05,NaN,42,2
-17,10000000,5281.25,32,True,994521,0.80572712,0.00304266,12665,0.02174515,False,0.92163346,0.06421402,3.91e-06,NaN,42,0
-17,10000000,10242.1875,32,True,994521,0.80572712,0.00304266,12665,0.02174515,False,0.92163346,0.06421402,3.91e-06,NaN,42,1
-17,10000000,4757.8125,32,True,994521,0.80572712,0.00304266,12665,0.02174515,False,0.92163346,0.06421402,3.91e-06,NaN,42,2
-18,10000000,2000.0,64,True,833696,0.61004861,0.00061168,2783,0.04277121,False,0.30110423,0.50204183,0.00010304,NaN,42,0
-18,10000000,2000.0,64,True,833696,0.61004861,0.00061168,2783,0.04277121,False,0.30110423,0.50204183,0.00010304,NaN,42,1
-18,10000000,2000.0,64,True,833696,0.61004861,0.00061168,2783,0.04277121,False,0.30110423,0.50204183,0.00010304,NaN,42,2
-19,10000000,500.0,16,False,337223,0.58927233,0.00408634,24020,0.01829808,True,NaN,NaN,NaN,714.0,42,0
-19,10000000,1062.5,16,False,337223,0.58927233,0.00408634,24020,0.01829808,True,NaN,NaN,NaN,714.0,42,1
-19,10000000,2000.0,16,False,337223,0.58927233,0.00408634,24020,0.01829808,True,NaN,NaN,NaN,714.0,42,2
-20,10000000,23750.0,16,True,323942,0.71085197,0.01296938,23204,0.02220917,False,0.18361757,0.05649631,9.6e-07,NaN,42,0
-20,10000000,12718.75,16,True,323942,0.71085197,0.01296938,23204,0.02220917,False,0.18361757,0.05649631,9.6e-07,NaN,42,1
-20,10000000,19562.5,16,True,323942,0.71085197,0.01296938,23204,0.02220917,False,0.18361757,0.05649631,9.6e-07,NaN,42,2
-21,10000000,3000.0,64,False,245907,0.92320392,5.271e-05,13336,0.16008376,False,NaN,NaN,NaN,NaN,42,0
-21,10000000,2000.0,64,False,245907,0.92320392,5.271e-05,13336,0.16008376,False,NaN,NaN,NaN,NaN,42,1
-21,10000000,2000.0,64,False,245907,0.92320392,5.271e-05,13336,0.16008376,False,NaN,NaN,NaN,NaN,42,2
-22,10000000,1500.0,64,False,665204,0.55764101,0.00018868,3691,0.13956147,True,NaN,NaN,NaN,318.0,42,0
-22,10000000,1000.0,64,False,665204,0.55764101,0.00018868,3691,0.13956147,True,NaN,NaN,NaN,318.0,42,1
-22,10000000,1476.5625,64,False,665204,0.55764101,0.00018868,3691,0.13956147,True,NaN,NaN,NaN,318.0,42,2
+15,10000000,7414.0625,16,False,557566,0.52591177,4.09e-05,19402,0.07042479,False,,,,,42,0
+15,10000000,15468.75,16,False,557566,0.52591177,4.09e-05,19402,0.07042479,False,,,,,42,1
+15,10000000,8617.1875,16,False,557566,0.52591177,4.09e-05,19402,0.07042479,False,,,,,42,2
+16,10000000,0.0,32,True,593040,0.77177643,0.00137575,27635,0.19954083,False,0.87799798,0.13621378,7.745e-05,,42,0
+16,10000000,1000.0,32,True,593040,0.77177643,0.00137575,27635,0.19954083,False,0.87799798,0.13621378,7.745e-05,,42,1
+16,10000000,1507.8125,32,True,593040,0.77177643,0.00137575,27635,0.19954083,False,0.87799798,0.13621378,7.745e-05,,42,2
+17,10000000,5281.25,32,True,994521,0.80572712,0.00304266,12665,0.02174515,False,0.92163346,0.06421402,3.91e-06,,42,0
+17,10000000,10242.1875,32,True,994521,0.80572712,0.00304266,12665,0.02174515,False,0.92163346,0.06421402,3.91e-06,,42,1
+17,10000000,4757.8125,32,True,994521,0.80572712,0.00304266,12665,0.02174515,False,0.92163346,0.06421402,3.91e-06,,42,2
+18,10000000,2000.0,64,True,833696,0.61004861,0.00061168,2783,0.04277121,False,0.30110423,0.50204183,0.00010304,,42,0
+18,10000000,2000.0,64,True,833696,0.61004861,0.00061168,2783,0.04277121,False,0.30110423,0.50204183,0.00010304,,42,1
+18,10000000,2000.0,64,True,833696,0.61004861,0.00061168,2783,0.04277121,False,0.30110423,0.50204183,0.00010304,,42,2
+19,10000000,500.0,16,False,337223,0.58927233,0.00408634,24020,0.01829808,True,,,,714.0,42,0
+19,10000000,1062.5,16,False,337223,0.58927233,0.00408634,24020,0.01829808,True,,,,714.0,42,1
+19,10000000,2000.0,16,False,337223,0.58927233,0.00408634,24020,0.01829808,True,,,,714.0,42,2
+20,10000000,23750.0,16,True,323942,0.71085197,0.01296938,23204,0.02220917,False,0.18361757,0.05649631,9.6e-07,,42,0
+20,10000000,12718.75,16,True,323942,0.71085197,0.01296938,23204,0.02220917,False,0.18361757,0.05649631,9.6e-07,,42,1
+20,10000000,19562.5,16,True,323942,0.71085197,0.01296938,23204,0.02220917,False,0.18361757,0.05649631,9.6e-07,,42,2
+21,10000000,3000.0,64,False,245907,0.92320392,5.271e-05,13336,0.16008376,False,,,,,42,0
+21,10000000,2000.0,64,False,245907,0.92320392,5.271e-05,13336,0.16008376,False,,,,,42,1
+21,10000000,2000.0,64,False,245907,0.92320392,5.271e-05,13336,0.16008376,False,,,,,42,2
+22,10000000,1500.0,64,False,665204,0.55764101,0.00018868,3691,0.13956147,True,,,,318.0,42,0
+22,10000000,1000.0,64,False,665204,0.55764101,0.00018868,3691,0.13956147,True,,,,318.0,42,1
+22,10000000,1476.5625,64,False,665204,0.55764101,0.00018868,3691,0.13956147,True,,,,318.0,42,2
 23,10000000,1000.0,64,True,33757,0.64850144,0.03562013,11450,0.01879279,True,0.07433655,0.12913537,0.00020175,1044.0,42,0
 23,10000000,2000.0,64,True,33757,0.64850144,0.03562013,11450,0.01879279,True,0.07433655,0.12913537,0.00020175,1044.0,42,1
 23,10000000,0.0,64,True,33757,0.64850144,0.03562013,11450,0.01879279,True,0.07433655,0.12913537,0.00020175,1044.0,42,2
-24,10000000,2171.875,32,True,324581,0.51743258,2.316e-05,14798,0.0569968,False,0.68642618,0.59648371,1.17e-06,NaN,42,0
-24,10000000,1593.75,32,True,324581,0.51743258,2.316e-05,14798,0.0569968,False,0.68642618,0.59648371,1.17e-06,NaN,42,1
-24,10000000,2000.0,32,True,324581,0.51743258,2.316e-05,14798,0.0569968,False,0.68642618,0.59648371,1.17e-06,NaN,42,2
-25,10000000,1500.0,16,True,49898,0.93953574,1.01e-06,31244,0.12673089,False,0.43791838,0.79091891,0.00012132,NaN,42,0
-25,10000000,2000.0,16,True,49898,0.93953574,1.01e-06,31244,0.12673089,False,0.43791838,0.79091891,0.00012132,NaN,42,1
-25,10000000,2000.0,16,True,49898,0.93953574,1.01e-06,31244,0.12673089,False,0.43791838,0.79091891,0.00012132,NaN,42,2
-26,10000000,14796.875,16,True,506958,0.50051474,0.0186659,15022,0.05537865,False,0.76249314,0.74837864,7.69e-06,NaN,42,0
-26,10000000,15164.0625,16,True,506958,0.50051474,0.0186659,15022,0.05537865,False,0.76249314,0.74837864,7.69e-06,NaN,42,1
-26,10000000,2000.0,16,True,506958,0.50051474,0.0186659,15022,0.05537865,False,0.76249314,0.74837864,7.69e-06,NaN,42,2
-27,10000000,1000.0,64,True,48861,0.84278264,0.00081256,5191,0.07971347,False,0.48570188,0.50389927,2.02e-06,NaN,42,0
-27,10000000,0.0,64,True,48861,0.84278264,0.00081256,5191,0.07971347,False,0.48570188,0.50389927,2.02e-06,NaN,42,1
-27,10000000,2000.0,64,True,48861,0.84278264,0.00081256,5191,0.07971347,False,0.48570188,0.50389927,2.02e-06,NaN,42,2
-28,10000000,4671.875,32,False,943531,0.85323786,0.00350996,25850,0.11104729,False,NaN,NaN,NaN,NaN,42,0
-28,10000000,0.0,32,False,943531,0.85323786,0.00350996,25850,0.11104729,False,NaN,NaN,NaN,NaN,42,1
-28,10000000,1476.5625,32,False,943531,0.85323786,0.00350996,25850,0.11104729,False,NaN,NaN,NaN,NaN,42,2
+24,10000000,2171.875,32,True,324581,0.51743258,2.316e-05,14798,0.0569968,False,0.68642618,0.59648371,1.17e-06,,42,0
+24,10000000,1593.75,32,True,324581,0.51743258,2.316e-05,14798,0.0569968,False,0.68642618,0.59648371,1.17e-06,,42,1
+24,10000000,2000.0,32,True,324581,0.51743258,2.316e-05,14798,0.0569968,False,0.68642618,0.59648371,1.17e-06,,42,2
+25,10000000,1500.0,16,True,49898,0.93953574,1.01e-06,31244,0.12673089,False,0.43791838,0.79091891,0.00012132,,42,0
+25,10000000,2000.0,16,True,49898,0.93953574,1.01e-06,31244,0.12673089,False,0.43791838,0.79091891,0.00012132,,42,1
+25,10000000,2000.0,16,True,49898,0.93953574,1.01e-06,31244,0.12673089,False,0.43791838,0.79091891,0.00012132,,42,2
+26,10000000,14796.875,16,True,506958,0.50051474,0.0186659,15022,0.05537865,False,0.76249314,0.74837864,7.69e-06,,42,0
+26,10000000,15164.0625,16,True,506958,0.50051474,0.0186659,15022,0.05537865,False,0.76249314,0.74837864,7.69e-06,,42,1
+26,10000000,2000.0,16,True,506958,0.50051474,0.0186659,15022,0.05537865,False,0.76249314,0.74837864,7.69e-06,,42,2
+27,10000000,1000.0,64,True,48861,0.84278264,0.00081256,5191,0.07971347,False,0.48570188,0.50389927,2.02e-06,,42,0
+27,10000000,0.0,64,True,48861,0.84278264,0.00081256,5191,0.07971347,False,0.48570188,0.50389927,2.02e-06,,42,1
+27,10000000,2000.0,64,True,48861,0.84278264,0.00081256,5191,0.07971347,False,0.48570188,0.50389927,2.02e-06,,42,2
+28,10000000,4671.875,32,False,943531,0.85323786,0.00350996,25850,0.11104729,False,,,,,42,0
+28,10000000,0.0,32,False,943531,0.85323786,0.00350996,25850,0.11104729,False,,,,,42,1
+28,10000000,1476.5625,32,False,943531,0.85323786,0.00350996,25850,0.11104729,False,,,,,42,2
 29,10000000,492.1875,64,True,521008,0.87135326,1.59e-06,23039,0.15879826,True,0.73578189,0.24516789,9.7e-07,130.0,42,0
 29,10000000,0.0,64,True,521008,0.87135326,1.59e-06,23039,0.15879826,True,0.73578189,0.24516789,9.7e-07,130.0,42,1
 29,10000000,0.0,64,True,521008,0.87135326,1.59e-06,23039,0.15879826,True,0.73578189,0.24516789,9.7e-07,130.0,42,2
-30,10000000,4000.0,16,True,62391,0.61733702,0.00222306,11576,0.00829761,False,0.56255885,0.2388196,2.3e-07,NaN,42,0
-30,10000000,3265.625,16,True,62391,0.61733702,0.00222306,11576,0.00829761,False,0.56255885,0.2388196,2.3e-07,NaN,42,1
-30,10000000,2000.0,16,True,62391,0.61733702,0.00222306,11576,0.00829761,False,0.56255885,0.2388196,2.3e-07,NaN,42,2
-31,10000000,0.0,32,True,331953,0.56287076,6.48e-06,27118,0.16778494,False,0.12197872,0.82857049,2.629e-05,NaN,42,0
-31,10000000,3000.0,32,True,331953,0.56287076,6.48e-06,27118,0.16778494,False,0.12197872,0.82857049,2.629e-05,NaN,42,1
-31,10000000,0.0,32,True,331953,0.56287076,6.48e-06,27118,0.16778494,False,0.12197872,0.82857049,2.629e-05,NaN,42,2
-0,10000000,7328.125,64,False,837185,0.60934248,0.01249455,30294,0.046164,False,NaN,NaN,NaN,NaN,45,0
-0,10000000,5281.25,64,False,837185,0.60934248,0.01249455,30294,0.046164,False,NaN,NaN,NaN,NaN,45,1
-0,10000000,4734.375,64,False,837185,0.60934248,0.01249455,30294,0.046164,False,NaN,NaN,NaN,NaN,45,2
-1,10000000,1000.0,32,False,748119,0.51417741,0.0149344,17478,0.04096891,True,NaN,NaN,NaN,722.0,45,0
-1,10000000,0.0,32,False,748119,0.51417741,0.0149344,17478,0.04096891,True,NaN,NaN,NaN,722.0,45,1
-1,10000000,1000.0,32,False,748119,0.51417741,0.0149344,17478,0.04096891,True,NaN,NaN,NaN,722.0,45,2
+30,10000000,4000.0,16,True,62391,0.61733702,0.00222306,11576,0.00829761,False,0.56255885,0.2388196,2.3e-07,,42,0
+30,10000000,3265.625,16,True,62391,0.61733702,0.00222306,11576,0.00829761,False,0.56255885,0.2388196,2.3e-07,,42,1
+30,10000000,2000.0,16,True,62391,0.61733702,0.00222306,11576,0.00829761,False,0.56255885,0.2388196,2.3e-07,,42,2
+31,10000000,0.0,32,True,331953,0.56287076,6.48e-06,27118,0.16778494,False,0.12197872,0.82857049,2.629e-05,,42,0
+31,10000000,3000.0,32,True,331953,0.56287076,6.48e-06,27118,0.16778494,False,0.12197872,0.82857049,2.629e-05,,42,1
+31,10000000,0.0,32,True,331953,0.56287076,6.48e-06,27118,0.16778494,False,0.12197872,0.82857049,2.629e-05,,42,2
+0,10000000,7328.125,64,False,837185,0.60934248,0.01249455,30294,0.046164,False,,,,,45,0
+0,10000000,5281.25,64,False,837185,0.60934248,0.01249455,30294,0.046164,False,,,,,45,1
+0,10000000,4734.375,64,False,837185,0.60934248,0.01249455,30294,0.046164,False,,,,,45,2
+1,10000000,1000.0,32,False,748119,0.51417741,0.0149344,17478,0.04096891,True,,,,722.0,45,0
+1,10000000,0.0,32,False,748119,0.51417741,0.0149344,17478,0.04096891,True,,,,722.0,45,1
+1,10000000,1000.0,32,False,748119,0.51417741,0.0149344,17478,0.04096891,True,,,,722.0,45,2
 2,10000000,0.0,64,True,33243,0.78549285,1.36e-05,7633,0.08237452,True,0.15617633,0.12237723,0.00017346,714.0,45,0
 2,10000000,1000.0,64,True,33243,0.78549285,1.36e-05,7633,0.08237452,True,0.15617633,0.12237723,0.00017346,714.0,45,1
 2,10000000,2000.0,64,True,33243,0.78549285,1.36e-05,7633,0.08237452,True,0.15617633,0.12237723,0.00017346,714.0,45,2
-3,10000000,0.0,16,False,411701,0.81430974,1.474e-05,19267,0.06293144,False,NaN,NaN,NaN,NaN,45,0
-3,10000000,0.0,16,False,411701,0.81430974,1.474e-05,19267,0.06293144,False,NaN,NaN,NaN,NaN,45,1
-3,10000000,0.0,16,False,411701,0.81430974,1.474e-05,19267,0.06293144,False,NaN,NaN,NaN,NaN,45,2
-4,10000000,0.0,16,False,720659,0.97182096,8.52e-06,12567,0.10926124,True,NaN,NaN,NaN,1458.0,45,0
-4,10000000,1000.0,16,False,720659,0.97182096,8.52e-06,12567,0.10926124,True,NaN,NaN,NaN,1458.0,45,1
-4,10000000,2000.0,16,False,720659,0.97182096,8.52e-06,12567,0.10926124,True,NaN,NaN,NaN,1458.0,45,2
-5,10000000,2000.0,64,True,213395,0.98821614,0.00032639,25975,0.10463475,False,0.78112237,0.27668228,5.16e-06,NaN,45,0
-5,10000000,0.0,64,True,213395,0.98821614,0.00032639,25975,0.10463475,False,0.78112237,0.27668228,5.16e-06,NaN,45,1
-5,10000000,1000.0,64,True,213395,0.98821614,0.00032639,25975,0.10463475,False,0.78112237,0.27668228,5.16e-06,NaN,45,2
-6,10000000,1500.0,64,True,400764,0.58444982,0.01002003,6286,0.01490956,False,0.62206881,0.51208848,9.2e-07,NaN,45,0
-6,10000000,2000.0,64,True,400764,0.58444982,0.01002003,6286,0.01490956,False,0.62206881,0.51208848,9.2e-07,NaN,45,1
-6,10000000,953.125,64,True,400764,0.58444982,0.01002003,6286,0.01490956,False,0.62206881,0.51208848,9.2e-07,NaN,45,2
-7,10000000,10968.75,64,False,763278,0.96053412,0.03250372,13563,0.11220367,False,NaN,NaN,NaN,NaN,45,0
-7,10000000,20429.688,64,False,763278,0.96053412,0.03250372,13563,0.11220367,False,NaN,NaN,NaN,NaN,45,1
-7,10000000,12843.75,64,False,763278,0.96053412,0.03250372,13563,0.11220367,False,NaN,NaN,NaN,NaN,45,2
-8,10000000,2000.0,64,False,427484,0.71726098,0.00011798,6508,0.07234746,True,NaN,NaN,NaN,813.0,45,0
-8,10000000,0.0,64,False,427484,0.71726098,0.00011798,6508,0.07234746,True,NaN,NaN,NaN,813.0,45,1
-8,10000000,0.0,64,False,427484,0.71726098,0.00011798,6508,0.07234746,True,NaN,NaN,NaN,813.0,45,2
-9,10000000,21007.812,32,False,698799,0.70472129,0.00025196,7938,0.04767581,True,NaN,NaN,NaN,1693.0,45,0
-9,10000000,18476.562,32,False,698799,0.70472129,0.00025196,7938,0.04767581,True,NaN,NaN,NaN,1693.0,45,1
-9,10000000,16570.312,32,False,698799,0.70472129,0.00025196,7938,0.04767581,True,NaN,NaN,NaN,1693.0,45,2
+3,10000000,0.0,16,False,411701,0.81430974,1.474e-05,19267,0.06293144,False,,,,,45,0
+3,10000000,0.0,16,False,411701,0.81430974,1.474e-05,19267,0.06293144,False,,,,,45,1
+3,10000000,0.0,16,False,411701,0.81430974,1.474e-05,19267,0.06293144,False,,,,,45,2
+4,10000000,0.0,16,False,720659,0.97182096,8.52e-06,12567,0.10926124,True,,,,1458.0,45,0
+4,10000000,1000.0,16,False,720659,0.97182096,8.52e-06,12567,0.10926124,True,,,,1458.0,45,1
+4,10000000,2000.0,16,False,720659,0.97182096,8.52e-06,12567,0.10926124,True,,,,1458.0,45,2
+5,10000000,2000.0,64,True,213395,0.98821614,0.00032639,25975,0.10463475,False,0.78112237,0.27668228,5.16e-06,,45,0
+5,10000000,0.0,64,True,213395,0.98821614,0.00032639,25975,0.10463475,False,0.78112237,0.27668228,5.16e-06,,45,1
+5,10000000,1000.0,64,True,213395,0.98821614,0.00032639,25975,0.10463475,False,0.78112237,0.27668228,5.16e-06,,45,2
+6,10000000,1500.0,64,True,400764,0.58444982,0.01002003,6286,0.01490956,False,0.62206881,0.51208848,9.2e-07,,45,0
+6,10000000,2000.0,64,True,400764,0.58444982,0.01002003,6286,0.01490956,False,0.62206881,0.51208848,9.2e-07,,45,1
+6,10000000,953.125,64,True,400764,0.58444982,0.01002003,6286,0.01490956,False,0.62206881,0.51208848,9.2e-07,,45,2
+7,10000000,10968.75,64,False,763278,0.96053412,0.03250372,13563,0.11220367,False,,,,,45,0
+7,10000000,20429.688,64,False,763278,0.96053412,0.03250372,13563,0.11220367,False,,,,,45,1
+7,10000000,12843.75,64,False,763278,0.96053412,0.03250372,13563,0.11220367,False,,,,,45,2
+8,10000000,2000.0,64,False,427484,0.71726098,0.00011798,6508,0.07234746,True,,,,813.0,45,0
+8,10000000,0.0,64,False,427484,0.71726098,0.00011798,6508,0.07234746,True,,,,813.0,45,1
+8,10000000,0.0,64,False,427484,0.71726098,0.00011798,6508,0.07234746,True,,,,813.0,45,2
+9,10000000,21007.812,32,False,698799,0.70472129,0.00025196,7938,0.04767581,True,,,,1693.0,45,0
+9,10000000,18476.562,32,False,698799,0.70472129,0.00025196,7938,0.04767581,True,,,,1693.0,45,1
+9,10000000,16570.312,32,False,698799,0.70472129,0.00025196,7938,0.04767581,True,,,,1693.0,45,2
 10,10000000,0.0,64,True,711095,0.70349459,7.405e-05,16088,0.04507935,True,0.63502363,0.98109771,8.04e-06,916.0,45,0
 10,10000000,0.0,64,True,711095,0.70349459,7.405e-05,16088,0.04507935,True,0.63502363,0.98109771,8.04e-06,916.0,45,1
 10,10000000,953.125,64,True,711095,0.70349459,7.405e-05,16088,0.04507935,True,0.63502363,0.98109771,8.04e-06,916.0,45,2
-11,10000000,1000.0,16,True,800471,0.80573947,2.534e-05,30240,0.13823277,False,0.53147786,0.80343439,0.00092926,NaN,45,0
-11,10000000,1289.0625,16,True,800471,0.80573947,2.534e-05,30240,0.13823277,False,0.53147786,0.80343439,0.00092926,NaN,45,1
-11,10000000,3000.0,16,True,800471,0.80573947,2.534e-05,30240,0.13823277,False,0.53147786,0.80343439,0.00092926,NaN,45,2
-12,10000000,13648.4375,16,False,293356,0.88236494,0.00010944,13851,0.07211582,False,NaN,NaN,NaN,NaN,45,0
-12,10000000,9937.5,16,False,293356,0.88236494,0.00010944,13851,0.07211582,False,NaN,NaN,NaN,NaN,45,1
-12,10000000,7835.9375,16,False,293356,0.88236494,0.00010944,13851,0.07211582,False,NaN,NaN,NaN,NaN,45,2
-13,10000000,500.0,64,True,862745,0.64504648,5.57e-06,30331,0.13883241,False,0.37270377,0.14941589,0.00014503,NaN,45,0
-13,10000000,1492.1875,64,True,862745,0.64504648,5.57e-06,30331,0.13883241,False,0.37270377,0.14941589,0.00014503,NaN,45,1
-13,10000000,523.4375,64,True,862745,0.64504648,5.57e-06,30331,0.13883241,False,0.37270377,0.14941589,0.00014503,NaN,45,2
-14,10000000,1484.375,64,True,17544,0.87220035,1.34e-06,17045,0.1440217,False,0.35769599,0.24599159,1.2e-07,NaN,45,0
-14,10000000,4375.0,64,True,17544,0.87220035,1.34e-06,17045,0.1440217,False,0.35769599,0.24599159,1.2e-07,NaN,45,1
-14,10000000,3281.25,64,True,17544,0.87220035,1.34e-06,17045,0.1440217,False,0.35769599,0.24599159,1.2e-07,NaN,45,2
-15,10000000,0.0,32,False,499124,0.66865818,0.00012868,26085,0.01639198,False,NaN,NaN,NaN,NaN,45,0
-15,10000000,4000.0,32,False,499124,0.66865818,0.00012868,26085,0.01639198,False,NaN,NaN,NaN,NaN,45,1
-15,10000000,1773.4375,32,False,499124,0.66865818,0.00012868,26085,0.01639198,False,NaN,NaN,NaN,NaN,45,2
-16,10000000,1000.0,32,True,251754,0.50459537,0.00011542,11245,0.14602219,False,0.92330931,0.7572416,1.32e-06,NaN,45,0
-16,10000000,4000.0,32,True,251754,0.50459537,0.00011542,11245,0.14602219,False,0.92330931,0.7572416,1.32e-06,NaN,45,1
-16,10000000,0.0,32,True,251754,0.50459537,0.00011542,11245,0.14602219,False,0.92330931,0.7572416,1.32e-06,NaN,45,2
+11,10000000,1000.0,16,True,800471,0.80573947,2.534e-05,30240,0.13823277,False,0.53147786,0.80343439,0.00092926,,45,0
+11,10000000,1289.0625,16,True,800471,0.80573947,2.534e-05,30240,0.13823277,False,0.53147786,0.80343439,0.00092926,,45,1
+11,10000000,3000.0,16,True,800471,0.80573947,2.534e-05,30240,0.13823277,False,0.53147786,0.80343439,0.00092926,,45,2
+12,10000000,13648.4375,16,False,293356,0.88236494,0.00010944,13851,0.07211582,False,,,,,45,0
+12,10000000,9937.5,16,False,293356,0.88236494,0.00010944,13851,0.07211582,False,,,,,45,1
+12,10000000,7835.9375,16,False,293356,0.88236494,0.00010944,13851,0.07211582,False,,,,,45,2
+13,10000000,500.0,64,True,862745,0.64504648,5.57e-06,30331,0.13883241,False,0.37270377,0.14941589,0.00014503,,45,0
+13,10000000,1492.1875,64,True,862745,0.64504648,5.57e-06,30331,0.13883241,False,0.37270377,0.14941589,0.00014503,,45,1
+13,10000000,523.4375,64,True,862745,0.64504648,5.57e-06,30331,0.13883241,False,0.37270377,0.14941589,0.00014503,,45,2
+14,10000000,1484.375,64,True,17544,0.87220035,1.34e-06,17045,0.1440217,False,0.35769599,0.24599159,1.2e-07,,45,0
+14,10000000,4375.0,64,True,17544,0.87220035,1.34e-06,17045,0.1440217,False,0.35769599,0.24599159,1.2e-07,,45,1
+14,10000000,3281.25,64,True,17544,0.87220035,1.34e-06,17045,0.1440217,False,0.35769599,0.24599159,1.2e-07,,45,2
+15,10000000,0.0,32,False,499124,0.66865818,0.00012868,26085,0.01639198,False,,,,,45,0
+15,10000000,4000.0,32,False,499124,0.66865818,0.00012868,26085,0.01639198,False,,,,,45,1
+15,10000000,1773.4375,32,False,499124,0.66865818,0.00012868,26085,0.01639198,False,,,,,45,2
+16,10000000,1000.0,32,True,251754,0.50459537,0.00011542,11245,0.14602219,False,0.92330931,0.7572416,1.32e-06,,45,0
+16,10000000,4000.0,32,True,251754,0.50459537,0.00011542,11245,0.14602219,False,0.92330931,0.7572416,1.32e-06,,45,1
+16,10000000,0.0,32,True,251754,0.50459537,0.00011542,11245,0.14602219,False,0.92330931,0.7572416,1.32e-06,,45,2
 17,10000000,4000.0,16,True,934655,0.94549454,0.0006448,32188,0.07218684,True,0.24804639,0.27688635,8.8e-07,619.0,45,0
 17,10000000,6726.5625,16,True,934655,0.94549454,0.0006448,32188,0.07218684,True,0.24804639,0.27688635,8.8e-07,619.0,45,1
 17,10000000,2742.1875,16,True,934655,0.94549454,0.0006448,32188,0.07218684,True,0.24804639,0.27688635,8.8e-07,619.0,45,2
 18,10000000,0.0,64,True,843944,0.52993895,6.515e-05,27971,0.05603194,True,0.38637474,0.34378629,1.01e-06,1268.0,45,0
 18,10000000,0.0,64,True,843944,0.52993895,6.515e-05,27971,0.05603194,True,0.38637474,0.34378629,1.01e-06,1268.0,45,1
 18,10000000,4000.0,64,True,843944,0.52993895,6.515e-05,27971,0.05603194,True,0.38637474,0.34378629,1.01e-06,1268.0,45,2
-19,10000000,3000.0,16,False,486987,0.6988832,6.87e-05,26627,0.17082156,True,NaN,NaN,NaN,592.0,45,0
-19,10000000,0.0,16,False,486987,0.6988832,6.87e-05,26627,0.17082156,True,NaN,NaN,NaN,592.0,45,1
-19,10000000,2000.0,16,False,486987,0.6988832,6.87e-05,26627,0.17082156,True,NaN,NaN,NaN,592.0,45,2
-20,10000000,703.125,32,True,704751,0.75045395,0.00473661,20133,0.15286141,False,0.43603291,0.20553747,2.4e-06,NaN,45,0
-20,10000000,1718.75,32,True,704751,0.75045395,0.00473661,20133,0.15286141,False,0.43603291,0.20553747,2.4e-06,NaN,45,1
-20,10000000,2000.0,32,True,704751,0.75045395,0.00473661,20133,0.15286141,False,0.43603291,0.20553747,2.4e-06,NaN,45,2
-21,10000000,781.25,64,True,756848,0.82006794,0.00036961,24304,0.16668876,False,0.55898618,0.40855784,1.7e-07,NaN,45,0
-21,10000000,2000.0,64,True,756848,0.82006794,0.00036961,24304,0.16668876,False,0.55898618,0.40855784,1.7e-07,NaN,45,1
-21,10000000,0.0,64,True,756848,0.82006794,0.00036961,24304,0.16668876,False,0.55898618,0.40855784,1.7e-07,NaN,45,2
-22,10000000,3171.875,64,False,211536,0.5735152,0.03186029,23787,0.13127414,True,NaN,NaN,NaN,1640.0,45,0
-22,10000000,1781.25,64,False,211536,0.5735152,0.03186029,23787,0.13127414,True,NaN,NaN,NaN,1640.0,45,1
-22,10000000,3156.25,64,False,211536,0.5735152,0.03186029,23787,0.13127414,True,NaN,NaN,NaN,1640.0,45,2
-23,10000000,11328.125,16,True,998720,0.93564497,1.266e-05,13942,0.11115343,False,0.83211685,0.06332554,2.43e-06,NaN,45,0
-23,10000000,16546.875,16,True,998720,0.93564497,1.266e-05,13942,0.11115343,False,0.83211685,0.06332554,2.43e-06,NaN,45,1
-23,10000000,8992.1875,16,True,998720,0.93564497,1.266e-05,13942,0.11115343,False,0.83211685,0.06332554,2.43e-06,NaN,45,2
-24,10000000,1000.0,64,True,880565,0.7617753,0.00044985,1864,0.08560807,False,0.30390185,0.71119577,0.00063742,NaN,45,0
-24,10000000,984.375,64,True,880565,0.7617753,0.00044985,1864,0.08560807,False,0.30390185,0.71119577,0.00063742,NaN,45,1
-24,10000000,0.0,64,True,880565,0.7617753,0.00044985,1864,0.08560807,False,0.30390185,0.71119577,0.00063742,NaN,45,2
-25,10000000,18195.312,32,True,532570,0.53631285,0.00579173,31991,0.12715917,False,0.57720295,0.90278465,0.00080943,NaN,45,0
-25,10000000,19781.25,32,True,532570,0.53631285,0.00579173,31991,0.12715917,False,0.57720295,0.90278465,0.00080943,NaN,45,1
-25,10000000,28171.875,32,True,532570,0.53631285,0.00579173,31991,0.12715917,False,0.57720295,0.90278465,0.00080943,NaN,45,2
-26,10000000,5062.5,16,True,961010,0.62988177,0.00309472,15496,0.13597147,False,0.84401892,0.45552765,1.177e-05,NaN,45,0
-26,10000000,7226.5625,16,True,961010,0.62988177,0.00309472,15496,0.13597147,False,0.84401892,0.45552765,1.177e-05,NaN,45,1
-26,10000000,2726.5625,16,True,961010,0.62988177,0.00309472,15496,0.13597147,False,0.84401892,0.45552765,1.177e-05,NaN,45,2
-27,10000000,500.0,16,False,90767,0.76534557,6.56e-06,15883,0.10994409,True,NaN,NaN,NaN,1923.0,45,0
-27,10000000,2000.0,16,False,90767,0.76534557,6.56e-06,15883,0.10994409,True,NaN,NaN,NaN,1923.0,45,1
-27,10000000,1562.5,16,False,90767,0.76534557,6.56e-06,15883,0.10994409,True,NaN,NaN,NaN,1923.0,45,2
-28,10000000,3000.0,32,False,728365,0.67152924,2.027e-05,3514,0.09799926,True,NaN,NaN,NaN,1179.0,45,0
-28,10000000,0.0,32,False,728365,0.67152924,2.027e-05,3514,0.09799926,True,NaN,NaN,NaN,1179.0,45,1
-28,10000000,523.4375,32,False,728365,0.67152924,2.027e-05,3514,0.09799926,True,NaN,NaN,NaN,1179.0,45,2
-29,10000000,1000.0,32,True,377967,0.53621336,7.173e-05,27947,0.02713309,False,0.39488728,0.0144529,0.00069043,NaN,45,0
-29,10000000,2000.0,32,True,377967,0.53621336,7.173e-05,27947,0.02713309,False,0.39488728,0.0144529,0.00069043,NaN,45,1
-29,10000000,3000.0,32,True,377967,0.53621336,7.173e-05,27947,0.02713309,False,0.39488728,0.0144529,0.00069043,NaN,45,2
+19,10000000,3000.0,16,False,486987,0.6988832,6.87e-05,26627,0.17082156,True,,,,592.0,45,0
+19,10000000,0.0,16,False,486987,0.6988832,6.87e-05,26627,0.17082156,True,,,,592.0,45,1
+19,10000000,2000.0,16,False,486987,0.6988832,6.87e-05,26627,0.17082156,True,,,,592.0,45,2
+20,10000000,703.125,32,True,704751,0.75045395,0.00473661,20133,0.15286141,False,0.43603291,0.20553747,2.4e-06,,45,0
+20,10000000,1718.75,32,True,704751,0.75045395,0.00473661,20133,0.15286141,False,0.43603291,0.20553747,2.4e-06,,45,1
+20,10000000,2000.0,32,True,704751,0.75045395,0.00473661,20133,0.15286141,False,0.43603291,0.20553747,2.4e-06,,45,2
+21,10000000,781.25,64,True,756848,0.82006794,0.00036961,24304,0.16668876,False,0.55898618,0.40855784,1.7e-07,,45,0
+21,10000000,2000.0,64,True,756848,0.82006794,0.00036961,24304,0.16668876,False,0.55898618,0.40855784,1.7e-07,,45,1
+21,10000000,0.0,64,True,756848,0.82006794,0.00036961,24304,0.16668876,False,0.55898618,0.40855784,1.7e-07,,45,2
+22,10000000,3171.875,64,False,211536,0.5735152,0.03186029,23787,0.13127414,True,,,,1640.0,45,0
+22,10000000,1781.25,64,False,211536,0.5735152,0.03186029,23787,0.13127414,True,,,,1640.0,45,1
+22,10000000,3156.25,64,False,211536,0.5735152,0.03186029,23787,0.13127414,True,,,,1640.0,45,2
+23,10000000,11328.125,16,True,998720,0.93564497,1.266e-05,13942,0.11115343,False,0.83211685,0.06332554,2.43e-06,,45,0
+23,10000000,16546.875,16,True,998720,0.93564497,1.266e-05,13942,0.11115343,False,0.83211685,0.06332554,2.43e-06,,45,1
+23,10000000,8992.1875,16,True,998720,0.93564497,1.266e-05,13942,0.11115343,False,0.83211685,0.06332554,2.43e-06,,45,2
+24,10000000,1000.0,64,True,880565,0.7617753,0.00044985,1864,0.08560807,False,0.30390185,0.71119577,0.00063742,,45,0
+24,10000000,984.375,64,True,880565,0.7617753,0.00044985,1864,0.08560807,False,0.30390185,0.71119577,0.00063742,,45,1
+24,10000000,0.0,64,True,880565,0.7617753,0.00044985,1864,0.08560807,False,0.30390185,0.71119577,0.00063742,,45,2
+25,10000000,18195.312,32,True,532570,0.53631285,0.00579173,31991,0.12715917,False,0.57720295,0.90278465,0.00080943,,45,0
+25,10000000,19781.25,32,True,532570,0.53631285,0.00579173,31991,0.12715917,False,0.57720295,0.90278465,0.00080943,,45,1
+25,10000000,28171.875,32,True,532570,0.53631285,0.00579173,31991,0.12715917,False,0.57720295,0.90278465,0.00080943,,45,2
+26,10000000,5062.5,16,True,961010,0.62988177,0.00309472,15496,0.13597147,False,0.84401892,0.45552765,1.177e-05,,45,0
+26,10000000,7226.5625,16,True,961010,0.62988177,0.00309472,15496,0.13597147,False,0.84401892,0.45552765,1.177e-05,,45,1
+26,10000000,2726.5625,16,True,961010,0.62988177,0.00309472,15496,0.13597147,False,0.84401892,0.45552765,1.177e-05,,45,2
+27,10000000,500.0,16,False,90767,0.76534557,6.56e-06,15883,0.10994409,True,,,,1923.0,45,0
+27,10000000,2000.0,16,False,90767,0.76534557,6.56e-06,15883,0.10994409,True,,,,1923.0,45,1
+27,10000000,1562.5,16,False,90767,0.76534557,6.56e-06,15883,0.10994409,True,,,,1923.0,45,2
+28,10000000,3000.0,32,False,728365,0.67152924,2.027e-05,3514,0.09799926,True,,,,1179.0,45,0
+28,10000000,0.0,32,False,728365,0.67152924,2.027e-05,3514,0.09799926,True,,,,1179.0,45,1
+28,10000000,523.4375,32,False,728365,0.67152924,2.027e-05,3514,0.09799926,True,,,,1179.0,45,2
+29,10000000,1000.0,32,True,377967,0.53621336,7.173e-05,27947,0.02713309,False,0.39488728,0.0144529,0.00069043,,45,0
+29,10000000,2000.0,32,True,377967,0.53621336,7.173e-05,27947,0.02713309,False,0.39488728,0.0144529,0.00069043,,45,1
+29,10000000,3000.0,32,True,377967,0.53621336,7.173e-05,27947,0.02713309,False,0.39488728,0.0144529,0.00069043,,45,2
 30,10000000,0.0,16,True,825107,0.70528816,9.84e-06,25088,0.02979732,True,0.19313655,0.68344098,7.1e-07,1292.0,45,0
 30,10000000,507.8125,16,True,825107,0.70528816,9.84e-06,25088,0.02979732,True,0.19313655,0.68344098,7.1e-07,1292.0,45,1
 30,10000000,1000.0,16,True,825107,0.70528816,9.84e-06,25088,0.02979732,True,0.19313655,0.68344098,7.1e-07,1292.0,45,2
 31,10000000,0.0,16,True,490611,0.55751484,0.08168719,24664,0.13528732,True,0.32081606,0.72775454,7.452e-05,660.0,45,0
 31,10000000,1031.25,16,True,490611,0.55751484,0.08168719,24664,0.13528732,True,0.32081606,0.72775454,7.452e-05,660.0,45,1
 31,10000000,507.8125,16,True,490611,0.55751484,0.08168719,24664,0.13528732,True,0.32081606,0.72775454,7.452e-05,660.0,45,2
-0,10000000,1250.0,16,False,589718,0.60405949,7.71e-06,32658,0.09228211,True,NaN,NaN,NaN,1792.0,44,0
-0,10000000,3242.1875,16,False,589718,0.60405949,7.71e-06,32658,0.09228211,True,NaN,NaN,NaN,1792.0,44,1
-0,10000000,2210.9375,16,False,589718,0.60405949,7.71e-06,32658,0.09228211,True,NaN,NaN,NaN,1792.0,44,2
-1,10000000,3000.0,32,False,373781,0.82853814,0.00249302,31784,0.18237157,False,NaN,NaN,NaN,NaN,44,0
-1,10000000,4000.0,32,False,373781,0.82853814,0.00249302,31784,0.18237157,False,NaN,NaN,NaN,NaN,44,1
-1,10000000,0.0,32,False,373781,0.82853814,0.00249302,31784,0.18237157,False,NaN,NaN,NaN,NaN,44,2
+0,10000000,1250.0,16,False,589718,0.60405949,7.71e-06,32658,0.09228211,True,,,,1792.0,44,0
+0,10000000,3242.1875,16,False,589718,0.60405949,7.71e-06,32658,0.09228211,True,,,,1792.0,44,1
+0,10000000,2210.9375,16,False,589718,0.60405949,7.71e-06,32658,0.09228211,True,,,,1792.0,44,2
+1,10000000,3000.0,32,False,373781,0.82853814,0.00249302,31784,0.18237157,False,,,,,44,0
+1,10000000,4000.0,32,False,373781,0.82853814,0.00249302,31784,0.18237157,False,,,,,44,1
+1,10000000,0.0,32,False,373781,0.82853814,0.00249302,31784,0.18237157,False,,,,,44,2
 2,10000000,3000.0,64,True,953994,0.60430254,1.54e-06,18277,0.1357826,True,0.80272739,0.11989336,9.536e-05,286.0,44,0
 2,10000000,3257.8125,64,True,953994,0.60430254,1.54e-06,18277,0.1357826,True,0.80272739,0.11989336,9.536e-05,286.0,44,1
 2,10000000,0.0,64,True,953994,0.60430254,1.54e-06,18277,0.1357826,True,0.80272739,0.11989336,9.536e-05,286.0,44,2
-3,10000000,1000.0,32,False,996307,0.99326097,0.0007336,18912,0.02704446,True,NaN,NaN,NaN,764.0,44,0
-3,10000000,2000.0,32,False,996307,0.99326097,0.0007336,18912,0.02704446,True,NaN,NaN,NaN,764.0,44,1
-3,10000000,2718.75,32,False,996307,0.99326097,0.0007336,18912,0.02704446,True,NaN,NaN,NaN,764.0,44,2
-4,10000000,4500.0,32,False,41086,0.98489732,0.00156647,30675,0.06718586,True,NaN,NaN,NaN,1576.0,44,0
-4,10000000,6234.375,32,False,41086,0.98489732,0.00156647,30675,0.06718586,True,NaN,NaN,NaN,1576.0,44,1
-4,10000000,8085.9375,32,False,41086,0.98489732,0.00156647,30675,0.06718586,True,NaN,NaN,NaN,1576.0,44,2
-5,10000000,11234.375,64,False,244609,0.72418253,5.67e-06,13245,0.16218756,False,NaN,NaN,NaN,NaN,44,0
-5,10000000,6187.5,64,False,244609,0.72418253,5.67e-06,13245,0.16218756,False,NaN,NaN,NaN,NaN,44,1
-5,10000000,7492.1875,64,False,244609,0.72418253,5.67e-06,13245,0.16218756,False,NaN,NaN,NaN,NaN,44,2
-6,10000000,1000.0,64,True,905933,0.68259777,2.201e-05,2577,0.0164435,False,0.42224099,0.95876342,4.844e-05,NaN,44,0
-6,10000000,6671.875,64,True,905933,0.68259777,2.201e-05,2577,0.0164435,False,0.42224099,0.95876342,4.844e-05,NaN,44,1
-6,10000000,2000.0,64,True,905933,0.68259777,2.201e-05,2577,0.0164435,False,0.42224099,0.95876342,4.844e-05,NaN,44,2
-7,10000000,15703.125,32,False,517087,0.66923875,6.94e-06,7381,0.00677783,False,NaN,NaN,NaN,NaN,44,0
-7,10000000,10000.0,32,False,517087,0.66923875,6.94e-06,7381,0.00677783,False,NaN,NaN,NaN,NaN,44,1
-7,10000000,10500.0,32,False,517087,0.66923875,6.94e-06,7381,0.00677783,False,NaN,NaN,NaN,NaN,44,2
-8,10000000,12132.8125,32,True,689164,0.54086339,0.00374298,29297,0.10460269,False,0.67268371,0.23836616,0.0001286,NaN,44,0
-8,10000000,19382.812,32,True,689164,0.54086339,0.00374298,29297,0.10460269,False,0.67268371,0.23836616,0.0001286,NaN,44,1
-8,10000000,14359.375,32,True,689164,0.54086339,0.00374298,29297,0.10460269,False,0.67268371,0.23836616,0.0001286,NaN,44,2
+3,10000000,1000.0,32,False,996307,0.99326097,0.0007336,18912,0.02704446,True,,,,764.0,44,0
+3,10000000,2000.0,32,False,996307,0.99326097,0.0007336,18912,0.02704446,True,,,,764.0,44,1
+3,10000000,2718.75,32,False,996307,0.99326097,0.0007336,18912,0.02704446,True,,,,764.0,44,2
+4,10000000,4500.0,32,False,41086,0.98489732,0.00156647,30675,0.06718586,True,,,,1576.0,44,0
+4,10000000,6234.375,32,False,41086,0.98489732,0.00156647,30675,0.06718586,True,,,,1576.0,44,1
+4,10000000,8085.9375,32,False,41086,0.98489732,0.00156647,30675,0.06718586,True,,,,1576.0,44,2
+5,10000000,11234.375,64,False,244609,0.72418253,5.67e-06,13245,0.16218756,False,,,,,44,0
+5,10000000,6187.5,64,False,244609,0.72418253,5.67e-06,13245,0.16218756,False,,,,,44,1
+5,10000000,7492.1875,64,False,244609,0.72418253,5.67e-06,13245,0.16218756,False,,,,,44,2
+6,10000000,1000.0,64,True,905933,0.68259777,2.201e-05,2577,0.0164435,False,0.42224099,0.95876342,4.844e-05,,44,0
+6,10000000,6671.875,64,True,905933,0.68259777,2.201e-05,2577,0.0164435,False,0.42224099,0.95876342,4.844e-05,,44,1
+6,10000000,2000.0,64,True,905933,0.68259777,2.201e-05,2577,0.0164435,False,0.42224099,0.95876342,4.844e-05,,44,2
+7,10000000,15703.125,32,False,517087,0.66923875,6.94e-06,7381,0.00677783,False,,,,,44,0
+7,10000000,10000.0,32,False,517087,0.66923875,6.94e-06,7381,0.00677783,False,,,,,44,1
+7,10000000,10500.0,32,False,517087,0.66923875,6.94e-06,7381,0.00677783,False,,,,,44,2
+8,10000000,12132.8125,32,True,689164,0.54086339,0.00374298,29297,0.10460269,False,0.67268371,0.23836616,0.0001286,,44,0
+8,10000000,19382.812,32,True,689164,0.54086339,0.00374298,29297,0.10460269,False,0.67268371,0.23836616,0.0001286,,44,1
+8,10000000,14359.375,32,True,689164,0.54086339,0.00374298,29297,0.10460269,False,0.67268371,0.23836616,0.0001286,,44,2
 9,10000000,13296.875,64,True,537645,0.8682593,0.00319804,10845,0.00659377,True,0.40360285,0.37012879,7.836e-05,1870.0,44,0
 9,10000000,12796.875,64,True,537645,0.8682593,0.00319804,10845,0.00659377,True,0.40360285,0.37012879,7.836e-05,1870.0,44,1
 9,10000000,12289.0625,64,True,537645,0.8682593,0.00319804,10845,0.00659377,True,0.40360285,0.37012879,7.836e-05,1870.0,44,2
-10,10000000,4664.0625,64,False,96307,0.81979662,1.797e-05,10496,0.01193474,False,NaN,NaN,NaN,NaN,44,0
-10,10000000,3007.8125,64,False,96307,0.81979662,1.797e-05,10496,0.01193474,False,NaN,NaN,NaN,NaN,44,1
-10,10000000,3812.5,64,False,96307,0.81979662,1.797e-05,10496,0.01193474,False,NaN,NaN,NaN,NaN,44,2
-11,10000000,0.0,32,False,283653,0.86240061,0.03779499,31630,0.11523619,True,NaN,NaN,NaN,1867.0,44,0
-11,10000000,507.8125,32,False,283653,0.86240061,0.03779499,31630,0.11523619,True,NaN,NaN,NaN,1867.0,44,1
-11,10000000,1000.0,32,False,283653,0.86240061,0.03779499,31630,0.11523619,True,NaN,NaN,NaN,1867.0,44,2
-12,10000000,4000.0,64,False,433521,0.8482017,3.535e-05,5877,0.17358523,True,NaN,NaN,NaN,153.0,44,0
-12,10000000,0.0,64,False,433521,0.8482017,3.535e-05,5877,0.17358523,True,NaN,NaN,NaN,153.0,44,1
-12,10000000,1000.0,64,False,433521,0.8482017,3.535e-05,5877,0.17358523,True,NaN,NaN,NaN,153.0,44,2
-13,10000000,4000.0,32,False,478425,0.75842209,9.46e-06,27435,0.19079576,True,NaN,NaN,NaN,1262.0,44,0
-13,10000000,2000.0,32,False,478425,0.75842209,9.46e-06,27435,0.19079576,True,NaN,NaN,NaN,1262.0,44,1
-13,10000000,2000.0,32,False,478425,0.75842209,9.46e-06,27435,0.19079576,True,NaN,NaN,NaN,1262.0,44,2
-14,10000000,11937.5,32,False,441090,0.72533733,6.42e-06,2150,0.05900273,True,NaN,NaN,NaN,256.0,44,0
-14,10000000,7109.375,32,False,441090,0.72533733,6.42e-06,2150,0.05900273,True,NaN,NaN,NaN,256.0,44,1
-14,10000000,5539.0625,32,False,441090,0.72533733,6.42e-06,2150,0.05900273,True,NaN,NaN,NaN,256.0,44,2
-15,10000000,6750.0,64,True,598870,0.68280764,0.07641403,22427,0.05413298,False,0.5483089,0.02878665,7.989e-05,NaN,44,0
-15,10000000,4804.6875,64,True,598870,0.68280764,0.07641403,22427,0.05413298,False,0.5483089,0.02878665,7.989e-05,NaN,44,1
-15,10000000,21554.688,64,True,598870,0.68280764,0.07641403,22427,0.05413298,False,0.5483089,0.02878665,7.989e-05,NaN,44,2
-16,10000000,3539.0625,16,False,313123,0.80690893,0.00346318,15561,0.19232679,True,NaN,NaN,NaN,47.0,44,0
-16,10000000,570.3125,16,False,313123,0.80690893,0.00346318,15561,0.19232679,True,NaN,NaN,NaN,47.0,44,1
-16,10000000,4320.3125,16,False,313123,0.80690893,0.00346318,15561,0.19232679,True,NaN,NaN,NaN,47.0,44,2
-17,10000000,2000.0,32,False,519866,0.92492878,4.072e-05,12819,0.02197567,False,NaN,NaN,NaN,NaN,44,0
-17,10000000,1492.1875,32,False,519866,0.92492878,4.072e-05,12819,0.02197567,False,NaN,NaN,NaN,NaN,44,1
-17,10000000,523.4375,32,False,519866,0.92492878,4.072e-05,12819,0.02197567,False,NaN,NaN,NaN,NaN,44,2
+10,10000000,4664.0625,64,False,96307,0.81979662,1.797e-05,10496,0.01193474,False,,,,,44,0
+10,10000000,3007.8125,64,False,96307,0.81979662,1.797e-05,10496,0.01193474,False,,,,,44,1
+10,10000000,3812.5,64,False,96307,0.81979662,1.797e-05,10496,0.01193474,False,,,,,44,2
+11,10000000,0.0,32,False,283653,0.86240061,0.03779499,31630,0.11523619,True,,,,1867.0,44,0
+11,10000000,507.8125,32,False,283653,0.86240061,0.03779499,31630,0.11523619,True,,,,1867.0,44,1
+11,10000000,1000.0,32,False,283653,0.86240061,0.03779499,31630,0.11523619,True,,,,1867.0,44,2
+12,10000000,4000.0,64,False,433521,0.8482017,3.535e-05,5877,0.17358523,True,,,,153.0,44,0
+12,10000000,0.0,64,False,433521,0.8482017,3.535e-05,5877,0.17358523,True,,,,153.0,44,1
+12,10000000,1000.0,64,False,433521,0.8482017,3.535e-05,5877,0.17358523,True,,,,153.0,44,2
+13,10000000,4000.0,32,False,478425,0.75842209,9.46e-06,27435,0.19079576,True,,,,1262.0,44,0
+13,10000000,2000.0,32,False,478425,0.75842209,9.46e-06,27435,0.19079576,True,,,,1262.0,44,1
+13,10000000,2000.0,32,False,478425,0.75842209,9.46e-06,27435,0.19079576,True,,,,1262.0,44,2
+14,10000000,11937.5,32,False,441090,0.72533733,6.42e-06,2150,0.05900273,True,,,,256.0,44,0
+14,10000000,7109.375,32,False,441090,0.72533733,6.42e-06,2150,0.05900273,True,,,,256.0,44,1
+14,10000000,5539.0625,32,False,441090,0.72533733,6.42e-06,2150,0.05900273,True,,,,256.0,44,2
+15,10000000,6750.0,64,True,598870,0.68280764,0.07641403,22427,0.05413298,False,0.5483089,0.02878665,7.989e-05,,44,0
+15,10000000,4804.6875,64,True,598870,0.68280764,0.07641403,22427,0.05413298,False,0.5483089,0.02878665,7.989e-05,,44,1
+15,10000000,21554.688,64,True,598870,0.68280764,0.07641403,22427,0.05413298,False,0.5483089,0.02878665,7.989e-05,,44,2
+16,10000000,3539.0625,16,False,313123,0.80690893,0.00346318,15561,0.19232679,True,,,,47.0,44,0
+16,10000000,570.3125,16,False,313123,0.80690893,0.00346318,15561,0.19232679,True,,,,47.0,44,1
+16,10000000,4320.3125,16,False,313123,0.80690893,0.00346318,15561,0.19232679,True,,,,47.0,44,2
+17,10000000,2000.0,32,False,519866,0.92492878,4.072e-05,12819,0.02197567,False,,,,,44,0
+17,10000000,1492.1875,32,False,519866,0.92492878,4.072e-05,12819,0.02197567,False,,,,,44,1
+17,10000000,523.4375,32,False,519866,0.92492878,4.072e-05,12819,0.02197567,False,,,,,44,2
 18,10000000,0.0,64,True,115229,0.60494726,0.00012996,14588,0.12162383,True,0.86229748,0.50834524,4.312e-05,1507.0,44,0
 18,10000000,3000.0,64,True,115229,0.60494726,0.00012996,14588,0.12162383,True,0.86229748,0.50834524,4.312e-05,1507.0,44,1
 18,10000000,0.0,64,True,115229,0.60494726,0.00012996,14588,0.12162383,True,0.86229748,0.50834524,4.312e-05,1507.0,44,2
-19,10000000,14257.8125,64,False,222963,0.80905051,0.03469657,18830,0.00876797,True,NaN,NaN,NaN,1795.0,44,0
-19,10000000,13796.875,64,False,222963,0.80905051,0.03469657,18830,0.00876797,True,NaN,NaN,NaN,1795.0,44,1
-19,10000000,18789.062,64,False,222963,0.80905051,0.03469657,18830,0.00876797,True,NaN,NaN,NaN,1795.0,44,2
+19,10000000,14257.8125,64,False,222963,0.80905051,0.03469657,18830,0.00876797,True,,,,1795.0,44,0
+19,10000000,13796.875,64,False,222963,0.80905051,0.03469657,18830,0.00876797,True,,,,1795.0,44,1
+19,10000000,18789.062,64,False,222963,0.80905051,0.03469657,18830,0.00876797,True,,,,1795.0,44,2
 20,10000000,20484.375,32,True,365369,0.80144093,0.00013133,30855,0.11925091,True,0.86674628,0.14042078,4.431e-05,1510.0,44,0
 20,10000000,21875.0,32,True,365369,0.80144093,0.00013133,30855,0.11925091,True,0.86674628,0.14042078,4.431e-05,1510.0,44,1
 20,10000000,9953.125,32,True,365369,0.80144093,0.00013133,30855,0.11925091,True,0.86674628,0.14042078,4.431e-05,1510.0,44,2
-21,10000000,0.0,32,True,988112,0.99655393,0.00070161,31154,0.07583851,False,0.20648897,0.36309968,5.5e-07,NaN,44,0
-21,10000000,0.0,32,True,988112,0.99655393,0.00070161,31154,0.07583851,False,0.20648897,0.36309968,5.5e-07,NaN,44,1
-21,10000000,2000.0,32,True,988112,0.99655393,0.00070161,31154,0.07583851,False,0.20648897,0.36309968,5.5e-07,NaN,44,2
-22,10000000,9882.8125,16,True,776702,0.96007593,6.92e-06,27043,0.02226595,False,0.01421499,0.97037268,0.00012732,NaN,44,0
-22,10000000,17085.938,16,True,776702,0.96007593,6.92e-06,27043,0.02226595,False,0.01421499,0.97037268,0.00012732,NaN,44,1
-22,10000000,16648.438,16,True,776702,0.96007593,6.92e-06,27043,0.02226595,False,0.01421499,0.97037268,0.00012732,NaN,44,2
-23,10000000,3203.125,32,False,811258,0.80786877,0.00865559,19484,0.15374119,False,NaN,NaN,NaN,NaN,44,0
-23,10000000,3078.125,32,False,811258,0.80786877,0.00865559,19484,0.15374119,False,NaN,NaN,NaN,NaN,44,1
-23,10000000,1843.75,32,False,811258,0.80786877,0.00865559,19484,0.15374119,False,NaN,NaN,NaN,NaN,44,2
+21,10000000,0.0,32,True,988112,0.99655393,0.00070161,31154,0.07583851,False,0.20648897,0.36309968,5.5e-07,,44,0
+21,10000000,0.0,32,True,988112,0.99655393,0.00070161,31154,0.07583851,False,0.20648897,0.36309968,5.5e-07,,44,1
+21,10000000,2000.0,32,True,988112,0.99655393,0.00070161,31154,0.07583851,False,0.20648897,0.36309968,5.5e-07,,44,2
+22,10000000,9882.8125,16,True,776702,0.96007593,6.92e-06,27043,0.02226595,False,0.01421499,0.97037268,0.00012732,,44,0
+22,10000000,17085.938,16,True,776702,0.96007593,6.92e-06,27043,0.02226595,False,0.01421499,0.97037268,0.00012732,,44,1
+22,10000000,16648.438,16,True,776702,0.96007593,6.92e-06,27043,0.02226595,False,0.01421499,0.97037268,0.00012732,,44,2
+23,10000000,3203.125,32,False,811258,0.80786877,0.00865559,19484,0.15374119,False,,,,,44,0
+23,10000000,3078.125,32,False,811258,0.80786877,0.00865559,19484,0.15374119,False,,,,,44,1
+23,10000000,1843.75,32,False,811258,0.80786877,0.00865559,19484,0.15374119,False,,,,,44,2
 24,10000000,2000.0,16,True,317501,0.87447229,7.187e-05,18422,0.01035184,True,0.15541522,0.46457677,3.784e-05,1422.0,44,0
 24,10000000,0.0,16,True,317501,0.87447229,7.187e-05,18422,0.01035184,True,0.15541522,0.46457677,3.784e-05,1422.0,44,1
 24,10000000,2054.6875,16,True,317501,0.87447229,7.187e-05,18422,0.01035184,True,0.15541522,0.46457677,3.784e-05,1422.0,44,2
-25,10000000,2000.0,16,False,940884,0.52845414,9.68e-06,24699,0.00161772,False,NaN,NaN,NaN,NaN,44,0
-25,10000000,3578.125,16,False,940884,0.52845414,9.68e-06,24699,0.00161772,False,NaN,NaN,NaN,NaN,44,1
-25,10000000,1507.8125,16,False,940884,0.52845414,9.68e-06,24699,0.00161772,False,NaN,NaN,NaN,NaN,44,2
-26,10000000,10828.125,32,False,172748,0.61692492,1.187e-05,1159,0.19423092,True,NaN,NaN,NaN,1261.0,44,0
-26,10000000,5476.5625,32,False,172748,0.61692492,1.187e-05,1159,0.19423092,True,NaN,NaN,NaN,1261.0,44,1
-26,10000000,12820.3125,32,False,172748,0.61692492,1.187e-05,1159,0.19423092,True,NaN,NaN,NaN,1261.0,44,2
-27,10000000,2000.0,16,False,266431,0.78731636,2.558e-05,11924,0.09110375,True,NaN,NaN,NaN,669.0,44,0
-27,10000000,1492.1875,16,False,266431,0.78731636,2.558e-05,11924,0.09110375,True,NaN,NaN,NaN,669.0,44,1
-27,10000000,3843.75,16,False,266431,0.78731636,2.558e-05,11924,0.09110375,True,NaN,NaN,NaN,669.0,44,2
-28,10000000,5695.3125,32,False,95875,0.64273057,0.00063539,1610,0.01127186,False,NaN,NaN,NaN,NaN,44,0
-28,10000000,8304.6875,32,False,95875,0.64273057,0.00063539,1610,0.01127186,False,NaN,NaN,NaN,NaN,44,1
-28,10000000,15226.5625,32,False,95875,0.64273057,0.00063539,1610,0.01127186,False,NaN,NaN,NaN,NaN,44,2
-29,10000000,10578.125,16,False,695888,0.57236257,0.02613718,9235,0.08743452,False,NaN,NaN,NaN,NaN,44,0
-29,10000000,9421.875,16,False,695888,0.57236257,0.02613718,9235,0.08743452,False,NaN,NaN,NaN,NaN,44,1
-29,10000000,12750.0,16,False,695888,0.57236257,0.02613718,9235,0.08743452,False,NaN,NaN,NaN,NaN,44,2
-30,10000000,2000.0,32,False,618432,0.79282833,0.01354785,20284,0.06091387,True,NaN,NaN,NaN,1315.0,44,0
-30,10000000,0.0,32,False,618432,0.79282833,0.01354785,20284,0.06091387,True,NaN,NaN,NaN,1315.0,44,1
-30,10000000,2000.0,32,False,618432,0.79282833,0.01354785,20284,0.06091387,True,NaN,NaN,NaN,1315.0,44,2
+25,10000000,2000.0,16,False,940884,0.52845414,9.68e-06,24699,0.00161772,False,,,,,44,0
+25,10000000,3578.125,16,False,940884,0.52845414,9.68e-06,24699,0.00161772,False,,,,,44,1
+25,10000000,1507.8125,16,False,940884,0.52845414,9.68e-06,24699,0.00161772,False,,,,,44,2
+26,10000000,10828.125,32,False,172748,0.61692492,1.187e-05,1159,0.19423092,True,,,,1261.0,44,0
+26,10000000,5476.5625,32,False,172748,0.61692492,1.187e-05,1159,0.19423092,True,,,,1261.0,44,1
+26,10000000,12820.3125,32,False,172748,0.61692492,1.187e-05,1159,0.19423092,True,,,,1261.0,44,2
+27,10000000,2000.0,16,False,266431,0.78731636,2.558e-05,11924,0.09110375,True,,,,669.0,44,0
+27,10000000,1492.1875,16,False,266431,0.78731636,2.558e-05,11924,0.09110375,True,,,,669.0,44,1
+27,10000000,3843.75,16,False,266431,0.78731636,2.558e-05,11924,0.09110375,True,,,,669.0,44,2
+28,10000000,5695.3125,32,False,95875,0.64273057,0.00063539,1610,0.01127186,False,,,,,44,0
+28,10000000,8304.6875,32,False,95875,0.64273057,0.00063539,1610,0.01127186,False,,,,,44,1
+28,10000000,15226.5625,32,False,95875,0.64273057,0.00063539,1610,0.01127186,False,,,,,44,2
+29,10000000,10578.125,16,False,695888,0.57236257,0.02613718,9235,0.08743452,False,,,,,44,0
+29,10000000,9421.875,16,False,695888,0.57236257,0.02613718,9235,0.08743452,False,,,,,44,1
+29,10000000,12750.0,16,False,695888,0.57236257,0.02613718,9235,0.08743452,False,,,,,44,2
+30,10000000,2000.0,32,False,618432,0.79282833,0.01354785,20284,0.06091387,True,,,,1315.0,44,0
+30,10000000,0.0,32,False,618432,0.79282833,0.01354785,20284,0.06091387,True,,,,1315.0,44,1
+30,10000000,2000.0,32,False,618432,0.79282833,0.01354785,20284,0.06091387,True,,,,1315.0,44,2
 31,10000000,2000.0,16,True,901205,0.73032232,0.01657343,19857,0.11368382,True,0.07341311,0.39255862,8.36e-06,72.0,44,0
 31,10000000,2000.0,16,True,901205,0.73032232,0.01657343,19857,0.11368382,True,0.07341311,0.39255862,8.36e-06,72.0,44,1
 31,10000000,0.0,16,True,901205,0.73032232,0.01657343,19857,0.11368382,True,0.07341311,0.39255862,8.36e-06,72.0,44,2
 0,10000000,500.0,16,True,148418,0.51450691,1.92e-06,11951,0.12449376,True,0.30502347,0.64000994,2.6e-07,1916.0,43,0
 0,10000000,0.0,16,True,148418,0.51450691,1.92e-06,11951,0.12449376,True,0.30502347,0.64000994,2.6e-07,1916.0,43,1
 0,10000000,2000.0,16,True,148418,0.51450691,1.92e-06,11951,0.12449376,True,0.30502347,0.64000994,2.6e-07,1916.0,43,2
-1,10000000,1000.0,32,False,429269,0.863494,0.00050139,12804,0.13971023,False,NaN,NaN,NaN,NaN,43,0
-1,10000000,1000.0,32,False,429269,0.863494,0.00050139,12804,0.13971023,False,NaN,NaN,NaN,NaN,43,1
-1,10000000,0.0,32,False,429269,0.863494,0.00050139,12804,0.13971023,False,NaN,NaN,NaN,NaN,43,2
-2,10000000,500.0,32,False,703127,0.55167626,0.00378003,13052,0.12356617,False,NaN,NaN,NaN,NaN,43,0
-2,10000000,843.75,32,False,703127,0.55167626,0.00378003,13052,0.12356617,False,NaN,NaN,NaN,NaN,43,1
-2,10000000,2000.0,32,False,703127,0.55167626,0.00378003,13052,0.12356617,False,NaN,NaN,NaN,NaN,43,2
-3,10000000,4000.0,64,True,594904,0.51288642,0.0643116,7254,0.03266836,False,0.29556404,0.03487309,1.24e-06,NaN,43,0
-3,10000000,2812.5,64,True,594904,0.51288642,0.0643116,7254,0.03266836,False,0.29556404,0.03487309,1.24e-06,NaN,43,1
-3,10000000,0.0,64,True,594904,0.51288642,0.0643116,7254,0.03266836,False,0.29556404,0.03487309,1.24e-06,NaN,43,2
-4,10000000,2593.75,64,True,986125,0.52123872,0.00054487,25405,0.11223161,False,0.04849239,0.71561607,2.642e-05,NaN,43,0
-4,10000000,640.625,64,True,986125,0.52123872,0.00054487,25405,0.11223161,False,0.04849239,0.71561607,2.642e-05,NaN,43,1
-4,10000000,2531.25,64,True,986125,0.52123872,0.00054487,25405,0.11223161,False,0.04849239,0.71561607,2.642e-05,NaN,43,2
+1,10000000,1000.0,32,False,429269,0.863494,0.00050139,12804,0.13971023,False,,,,,43,0
+1,10000000,1000.0,32,False,429269,0.863494,0.00050139,12804,0.13971023,False,,,,,43,1
+1,10000000,0.0,32,False,429269,0.863494,0.00050139,12804,0.13971023,False,,,,,43,2
+2,10000000,500.0,32,False,703127,0.55167626,0.00378003,13052,0.12356617,False,,,,,43,0
+2,10000000,843.75,32,False,703127,0.55167626,0.00378003,13052,0.12356617,False,,,,,43,1
+2,10000000,2000.0,32,False,703127,0.55167626,0.00378003,13052,0.12356617,False,,,,,43,2
+3,10000000,4000.0,64,True,594904,0.51288642,0.0643116,7254,0.03266836,False,0.29556404,0.03487309,1.24e-06,,43,0
+3,10000000,2812.5,64,True,594904,0.51288642,0.0643116,7254,0.03266836,False,0.29556404,0.03487309,1.24e-06,,43,1
+3,10000000,0.0,64,True,594904,0.51288642,0.0643116,7254,0.03266836,False,0.29556404,0.03487309,1.24e-06,,43,2
+4,10000000,2593.75,64,True,986125,0.52123872,0.00054487,25405,0.11223161,False,0.04849239,0.71561607,2.642e-05,,43,0
+4,10000000,640.625,64,True,986125,0.52123872,0.00054487,25405,0.11223161,False,0.04849239,0.71561607,2.642e-05,,43,1
+4,10000000,2531.25,64,True,986125,0.52123872,0.00054487,25405,0.11223161,False,0.04849239,0.71561607,2.642e-05,,43,2
 5,10000000,1765.625,32,True,909958,0.90860779,0.01269545,24109,0.14323636,True,0.65142926,0.49566474,4.99e-06,1661.0,43,0
 5,10000000,0.0,32,True,909958,0.90860779,0.01269545,24109,0.14323636,True,0.65142926,0.49566474,4.99e-06,1661.0,43,1
 5,10000000,0.0,32,True,909958,0.90860779,0.01269545,24109,0.14323636,True,0.65142926,0.49566474,4.99e-06,1661.0,43,2
 6,10000000,1000.0,32,True,521987,0.8028128,0.02629745,19795,0.02227117,True,0.87938607,0.33230572,8.9e-07,174.0,43,0
 6,10000000,0.0,32,True,521987,0.8028128,0.02629745,19795,0.02227117,True,0.87938607,0.33230572,8.9e-07,174.0,43,1
 6,10000000,2000.0,32,True,521987,0.8028128,0.02629745,19795,0.02227117,True,0.87938607,0.33230572,8.9e-07,174.0,43,2
-7,10000000,8687.5,32,False,9806,0.87741256,0.01128676,21869,0.05304896,False,NaN,NaN,NaN,NaN,43,0
-7,10000000,9875.0,32,False,9806,0.87741256,0.01128676,21869,0.05304896,False,NaN,NaN,NaN,NaN,43,1
-7,10000000,5679.6875,32,False,9806,0.87741256,0.01128676,21869,0.05304896,False,NaN,NaN,NaN,NaN,43,2
+7,10000000,8687.5,32,False,9806,0.87741256,0.01128676,21869,0.05304896,False,,,,,43,0
+7,10000000,9875.0,32,False,9806,0.87741256,0.01128676,21869,0.05304896,False,,,,,43,1
+7,10000000,5679.6875,32,False,9806,0.87741256,0.01128676,21869,0.05304896,False,,,,,43,2
 8,10000000,19914.062,32,True,29675,0.53125466,0.06410809,24200,0.16508688,True,0.59551776,0.04225788,0.00049898,1262.0,43,0
 8,10000000,15765.625,32,True,29675,0.53125466,0.06410809,24200,0.16508688,True,0.59551776,0.04225788,0.00049898,1262.0,43,1
 8,10000000,21187.5,32,True,29675,0.53125466,0.06410809,24200,0.16508688,True,0.59551776,0.04225788,0.00049898,1262.0,43,2
-9,10000000,500.0,32,False,522427,0.69483074,0.02143603,1353,0.13615251,True,NaN,NaN,NaN,1103.0,43,0
-9,10000000,1546.875,32,False,522427,0.69483074,0.02143603,1353,0.13615251,True,NaN,NaN,NaN,1103.0,43,1
-9,10000000,0.0,32,False,522427,0.69483074,0.02143603,1353,0.13615251,True,NaN,NaN,NaN,1103.0,43,2
-10,10000000,11156.25,16,False,835572,0.84696132,0.00532658,25794,0.12273959,True,NaN,NaN,NaN,1044.0,43,0
-10,10000000,8804.6875,16,False,835572,0.84696132,0.00532658,25794,0.12273959,True,NaN,NaN,NaN,1044.0,43,1
-10,10000000,9648.4375,16,False,835572,0.84696132,0.00532658,25794,0.12273959,True,NaN,NaN,NaN,1044.0,43,2
+9,10000000,500.0,32,False,522427,0.69483074,0.02143603,1353,0.13615251,True,,,,1103.0,43,0
+9,10000000,1546.875,32,False,522427,0.69483074,0.02143603,1353,0.13615251,True,,,,1103.0,43,1
+9,10000000,0.0,32,False,522427,0.69483074,0.02143603,1353,0.13615251,True,,,,1103.0,43,2
+10,10000000,11156.25,16,False,835572,0.84696132,0.00532658,25794,0.12273959,True,,,,1044.0,43,0
+10,10000000,8804.6875,16,False,835572,0.84696132,0.00532658,25794,0.12273959,True,,,,1044.0,43,1
+10,10000000,9648.4375,16,False,835572,0.84696132,0.00532658,25794,0.12273959,True,,,,1044.0,43,2
 11,10000000,8953.125,16,True,886405,0.52217686,0.00106021,3534,0.00214077,True,0.13110547,0.37082164,1.02e-06,1321.0,43,0
 11,10000000,3796.875,16,True,886405,0.52217686,0.00106021,3534,0.00214077,True,0.13110547,0.37082164,1.02e-06,1321.0,43,1
 11,10000000,7328.125,16,True,886405,0.52217686,0.00106021,3534,0.00214077,True,0.13110547,0.37082164,1.02e-06,1321.0,43,2
-12,10000000,4031.25,16,False,40974,0.71669072,8.39e-06,29508,0.19165032,False,NaN,NaN,NaN,NaN,43,0
-12,10000000,5820.3125,16,False,40974,0.71669072,8.39e-06,29508,0.19165032,False,NaN,NaN,NaN,NaN,43,1
-12,10000000,6093.75,16,False,40974,0.71669072,8.39e-06,29508,0.19165032,False,NaN,NaN,NaN,NaN,43,2
-13,10000000,1835.9375,32,True,603869,0.76430956,5.15e-06,26665,0.06547298,False,0.54641455,0.62943327,1.285e-05,NaN,43,0
-13,10000000,6687.5,32,True,603869,0.76430956,5.15e-06,26665,0.06547298,False,0.54641455,0.62943327,1.285e-05,NaN,43,1
-13,10000000,1554.6875,32,True,603869,0.76430956,5.15e-06,26665,0.06547298,False,0.54641455,0.62943327,1.285e-05,NaN,43,2
-14,10000000,0.0,32,False,86524,0.54829672,4.56e-06,24278,0.01546573,False,NaN,NaN,NaN,NaN,43,0
-14,10000000,2000.0,32,False,86524,0.54829672,4.56e-06,24278,0.01546573,False,NaN,NaN,NaN,NaN,43,1
-14,10000000,2000.0,32,False,86524,0.54829672,4.56e-06,24278,0.01546573,False,NaN,NaN,NaN,NaN,43,2
+12,10000000,4031.25,16,False,40974,0.71669072,8.39e-06,29508,0.19165032,False,,,,,43,0
+12,10000000,5820.3125,16,False,40974,0.71669072,8.39e-06,29508,0.19165032,False,,,,,43,1
+12,10000000,6093.75,16,False,40974,0.71669072,8.39e-06,29508,0.19165032,False,,,,,43,2
+13,10000000,1835.9375,32,True,603869,0.76430956,5.15e-06,26665,0.06547298,False,0.54641455,0.62943327,1.285e-05,,43,0
+13,10000000,6687.5,32,True,603869,0.76430956,5.15e-06,26665,0.06547298,False,0.54641455,0.62943327,1.285e-05,,43,1
+13,10000000,1554.6875,32,True,603869,0.76430956,5.15e-06,26665,0.06547298,False,0.54641455,0.62943327,1.285e-05,,43,2
+14,10000000,0.0,32,False,86524,0.54829672,4.56e-06,24278,0.01546573,False,,,,,43,0
+14,10000000,2000.0,32,False,86524,0.54829672,4.56e-06,24278,0.01546573,False,,,,,43,1
+14,10000000,2000.0,32,False,86524,0.54829672,4.56e-06,24278,0.01546573,False,,,,,43,2
 15,10000000,6835.9375,32,True,75619,0.68560804,0.00688548,18790,0.05873449,True,0.20716478,0.35476643,3.6e-07,1746.0,43,0
 15,10000000,11367.1875,32,True,75619,0.68560804,0.00688548,18790,0.05873449,True,0.20716478,0.35476643,3.6e-07,1746.0,43,1
 15,10000000,9429.6875,32,True,75619,0.68560804,0.00688548,18790,0.05873449,True,0.20716478,0.35476643,3.6e-07,1746.0,43,2
-16,10000000,0.0,32,True,263118,0.90042067,4.06e-06,15192,0.09810727,False,0.62576684,0.6031775,1.1e-07,NaN,43,0
-16,10000000,4476.5625,32,True,263118,0.90042067,4.06e-06,15192,0.09810727,False,0.62576684,0.6031775,1.1e-07,NaN,43,1
-16,10000000,0.0,32,True,263118,0.90042067,4.06e-06,15192,0.09810727,False,0.62576684,0.6031775,1.1e-07,NaN,43,2
-17,10000000,0.0,64,False,272678,0.96060094,2.53e-06,6312,0.18186798,True,NaN,NaN,NaN,400.0,43,0
-17,10000000,0.0,64,False,272678,0.96060094,2.53e-06,6312,0.18186798,True,NaN,NaN,NaN,400.0,43,1
-17,10000000,1476.5625,64,False,272678,0.96060094,2.53e-06,6312,0.18186798,True,NaN,NaN,NaN,400.0,43,2
-18,10000000,6171.875,32,False,371444,0.65978105,0.0022267,8500,0.00407235,False,NaN,NaN,NaN,NaN,43,0
-18,10000000,3406.25,32,False,371444,0.65978105,0.0022267,8500,0.00407235,False,NaN,NaN,NaN,NaN,43,1
-18,10000000,3656.25,32,False,371444,0.65978105,0.0022267,8500,0.00407235,False,NaN,NaN,NaN,NaN,43,2
-19,10000000,0.0,16,False,353863,0.73097038,1.77e-06,13126,0.14856988,False,NaN,NaN,NaN,NaN,43,0
-19,10000000,4000.0,16,False,353863,0.73097038,1.77e-06,13126,0.14856988,False,NaN,NaN,NaN,NaN,43,1
-19,10000000,523.4375,16,False,353863,0.73097038,1.77e-06,13126,0.14856988,False,NaN,NaN,NaN,NaN,43,2
-20,10000000,2242.1875,64,True,309592,0.66128216,0.00243535,27038,0.03243551,False,0.83828921,0.426142,4.33e-06,NaN,43,0
-20,10000000,750.0,64,True,309592,0.66128216,0.00243535,27038,0.03243551,False,0.83828921,0.426142,4.33e-06,NaN,43,1
-20,10000000,703.125,64,True,309592,0.66128216,0.00243535,27038,0.03243551,False,0.83828921,0.426142,4.33e-06,NaN,43,2
-21,10000000,2000.0,64,True,14300,0.72725195,1.41e-06,7423,0.15671813,False,0.84967346,0.71861951,0.00025535,NaN,43,0
-21,10000000,0.0,64,True,14300,0.72725195,1.41e-06,7423,0.15671813,False,0.84967346,0.71861951,0.00025535,NaN,43,1
-21,10000000,3000.0,64,True,14300,0.72725195,1.41e-06,7423,0.15671813,False,0.84967346,0.71861951,0.00025535,NaN,43,2
-22,10000000,2000.0,16,False,362133,0.60239117,0.00056521,16553,0.06996877,True,NaN,NaN,NaN,1204.0,43,0
-22,10000000,2000.0,16,False,362133,0.60239117,0.00056521,16553,0.06996877,True,NaN,NaN,NaN,1204.0,43,1
-22,10000000,0.0,16,False,362133,0.60239117,0.00056521,16553,0.06996877,True,NaN,NaN,NaN,1204.0,43,2
-23,10000000,0.0,64,True,615516,0.63515592,0.01897334,6800,0.04840641,False,0.44865698,0.7892503,0.00010748,NaN,43,0
-23,10000000,0.0,64,True,615516,0.63515592,0.01897334,6800,0.04840641,False,0.44865698,0.7892503,0.00010748,NaN,43,1
-23,10000000,0.0,64,True,615516,0.63515592,0.01897334,6800,0.04840641,False,0.44865698,0.7892503,0.00010748,NaN,43,2
-24,10000000,4000.0,64,False,655725,0.73328222,0.00397626,24187,0.06502308,True,NaN,NaN,NaN,1449.0,43,0
-24,10000000,0.0,64,False,655725,0.73328222,0.00397626,24187,0.06502308,True,NaN,NaN,NaN,1449.0,43,1
-24,10000000,2000.0,64,False,655725,0.73328222,0.00397626,24187,0.06502308,True,NaN,NaN,NaN,1449.0,43,2
-25,10000000,14328.125,32,False,478783,0.50117456,0.002578,10568,0.02003157,True,NaN,NaN,NaN,1760.0,43,0
-25,10000000,12609.375,32,False,478783,0.50117456,0.002578,10568,0.02003157,True,NaN,NaN,NaN,1760.0,43,1
-25,10000000,5875.0,32,False,478783,0.50117456,0.002578,10568,0.02003157,True,NaN,NaN,NaN,1760.0,43,2
-26,10000000,2000.0,16,True,205199,0.83317693,7.33e-06,23193,0.10044832,False,0.33835477,0.11600581,1.1e-07,NaN,43,0
-26,10000000,0.0,16,True,205199,0.83317693,7.33e-06,23193,0.10044832,False,0.33835477,0.11600581,1.1e-07,NaN,43,1
-26,10000000,2000.0,16,True,205199,0.83317693,7.33e-06,23193,0.10044832,False,0.33835477,0.11600581,1.1e-07,NaN,43,2
-27,10000000,6687.5,64,False,491678,0.95829349,0.04364099,2072,0.09788585,True,NaN,NaN,NaN,1811.0,43,0
-27,10000000,3406.25,64,False,491678,0.95829349,0.04364099,2072,0.09788585,True,NaN,NaN,NaN,1811.0,43,1
-27,10000000,15765.625,64,False,491678,0.95829349,0.04364099,2072,0.09788585,True,NaN,NaN,NaN,1811.0,43,2
-28,10000000,0.0,16,True,598049,0.50588515,0.00047871,14754,0.19859327,False,0.72856534,0.91522617,1.7e-06,NaN,43,0
-28,10000000,0.0,16,True,598049,0.50588515,0.00047871,14754,0.19859327,False,0.72856534,0.91522617,1.7e-06,NaN,43,1
-28,10000000,523.4375,16,True,598049,0.50588515,0.00047871,14754,0.19859327,False,0.72856534,0.91522617,1.7e-06,NaN,43,2
-29,10000000,2015.625,16,False,468890,0.94374673,0.00037777,18063,0.13849062,True,NaN,NaN,NaN,1526.0,43,0
-29,10000000,0.0,16,False,468890,0.94374673,0.00037777,18063,0.13849062,True,NaN,NaN,NaN,1526.0,43,1
-29,10000000,4000.0,16,False,468890,0.94374673,0.00037777,18063,0.13849062,True,NaN,NaN,NaN,1526.0,43,2
-30,10000000,4000.0,16,True,48288,0.84898584,0.0002189,2844,0.16873621,False,0.6910254,0.78473274,0.00018696,NaN,43,0
-30,10000000,0.0,16,True,48288,0.84898584,0.0002189,2844,0.16873621,False,0.6910254,0.78473274,0.00018696,NaN,43,1
-30,10000000,0.0,16,True,48288,0.84898584,0.0002189,2844,0.16873621,False,0.6910254,0.78473274,0.00018696,NaN,43,2
-31,10000000,3000.0,16,True,129956,0.9498252,1.692e-05,7418,0.18443085,False,0.49892234,0.55635934,3.4e-07,NaN,43,0
-31,10000000,2515.625,16,True,129956,0.9498252,1.692e-05,7418,0.18443085,False,0.49892234,0.55635934,3.4e-07,NaN,43,1
-31,10000000,1476.5625,16,True,129956,0.9498252,1.692e-05,7418,0.18443085,False,0.49892234,0.55635934,3.4e-07,NaN,43,2
-0,10000000,15539.0625,32,False,970139,0.69703109,2.821e-05,14580,0.11164017,False,NaN,NaN,NaN,NaN,46,0
-0,10000000,25968.75,32,False,970139,0.69703109,2.821e-05,14580,0.11164017,False,NaN,NaN,NaN,NaN,46,1
-0,10000000,18828.125,32,False,970139,0.69703109,2.821e-05,14580,0.11164017,False,NaN,NaN,NaN,NaN,46,2
-1,10000000,14992.1875,64,False,265797,0.56244353,0.03486935,21398,0.06981488,True,NaN,NaN,NaN,1734.0,46,0
-1,10000000,8218.75,64,False,265797,0.56244353,0.03486935,21398,0.06981488,True,NaN,NaN,NaN,1734.0,46,1
-1,10000000,8507.8125,64,False,265797,0.56244353,0.03486935,21398,0.06981488,True,NaN,NaN,NaN,1734.0,46,2
+16,10000000,0.0,32,True,263118,0.90042067,4.06e-06,15192,0.09810727,False,0.62576684,0.6031775,1.1e-07,,43,0
+16,10000000,4476.5625,32,True,263118,0.90042067,4.06e-06,15192,0.09810727,False,0.62576684,0.6031775,1.1e-07,,43,1
+16,10000000,0.0,32,True,263118,0.90042067,4.06e-06,15192,0.09810727,False,0.62576684,0.6031775,1.1e-07,,43,2
+17,10000000,0.0,64,False,272678,0.96060094,2.53e-06,6312,0.18186798,True,,,,400.0,43,0
+17,10000000,0.0,64,False,272678,0.96060094,2.53e-06,6312,0.18186798,True,,,,400.0,43,1
+17,10000000,1476.5625,64,False,272678,0.96060094,2.53e-06,6312,0.18186798,True,,,,400.0,43,2
+18,10000000,6171.875,32,False,371444,0.65978105,0.0022267,8500,0.00407235,False,,,,,43,0
+18,10000000,3406.25,32,False,371444,0.65978105,0.0022267,8500,0.00407235,False,,,,,43,1
+18,10000000,3656.25,32,False,371444,0.65978105,0.0022267,8500,0.00407235,False,,,,,43,2
+19,10000000,0.0,16,False,353863,0.73097038,1.77e-06,13126,0.14856988,False,,,,,43,0
+19,10000000,4000.0,16,False,353863,0.73097038,1.77e-06,13126,0.14856988,False,,,,,43,1
+19,10000000,523.4375,16,False,353863,0.73097038,1.77e-06,13126,0.14856988,False,,,,,43,2
+20,10000000,2242.1875,64,True,309592,0.66128216,0.00243535,27038,0.03243551,False,0.83828921,0.426142,4.33e-06,,43,0
+20,10000000,750.0,64,True,309592,0.66128216,0.00243535,27038,0.03243551,False,0.83828921,0.426142,4.33e-06,,43,1
+20,10000000,703.125,64,True,309592,0.66128216,0.00243535,27038,0.03243551,False,0.83828921,0.426142,4.33e-06,,43,2
+21,10000000,2000.0,64,True,14300,0.72725195,1.41e-06,7423,0.15671813,False,0.84967346,0.71861951,0.00025535,,43,0
+21,10000000,0.0,64,True,14300,0.72725195,1.41e-06,7423,0.15671813,False,0.84967346,0.71861951,0.00025535,,43,1
+21,10000000,3000.0,64,True,14300,0.72725195,1.41e-06,7423,0.15671813,False,0.84967346,0.71861951,0.00025535,,43,2
+22,10000000,2000.0,16,False,362133,0.60239117,0.00056521,16553,0.06996877,True,,,,1204.0,43,0
+22,10000000,2000.0,16,False,362133,0.60239117,0.00056521,16553,0.06996877,True,,,,1204.0,43,1
+22,10000000,0.0,16,False,362133,0.60239117,0.00056521,16553,0.06996877,True,,,,1204.0,43,2
+23,10000000,0.0,64,True,615516,0.63515592,0.01897334,6800,0.04840641,False,0.44865698,0.7892503,0.00010748,,43,0
+23,10000000,0.0,64,True,615516,0.63515592,0.01897334,6800,0.04840641,False,0.44865698,0.7892503,0.00010748,,43,1
+23,10000000,0.0,64,True,615516,0.63515592,0.01897334,6800,0.04840641,False,0.44865698,0.7892503,0.00010748,,43,2
+24,10000000,4000.0,64,False,655725,0.73328222,0.00397626,24187,0.06502308,True,,,,1449.0,43,0
+24,10000000,0.0,64,False,655725,0.73328222,0.00397626,24187,0.06502308,True,,,,1449.0,43,1
+24,10000000,2000.0,64,False,655725,0.73328222,0.00397626,24187,0.06502308,True,,,,1449.0,43,2
+25,10000000,14328.125,32,False,478783,0.50117456,0.002578,10568,0.02003157,True,,,,1760.0,43,0
+25,10000000,12609.375,32,False,478783,0.50117456,0.002578,10568,0.02003157,True,,,,1760.0,43,1
+25,10000000,5875.0,32,False,478783,0.50117456,0.002578,10568,0.02003157,True,,,,1760.0,43,2
+26,10000000,2000.0,16,True,205199,0.83317693,7.33e-06,23193,0.10044832,False,0.33835477,0.11600581,1.1e-07,,43,0
+26,10000000,0.0,16,True,205199,0.83317693,7.33e-06,23193,0.10044832,False,0.33835477,0.11600581,1.1e-07,,43,1
+26,10000000,2000.0,16,True,205199,0.83317693,7.33e-06,23193,0.10044832,False,0.33835477,0.11600581,1.1e-07,,43,2
+27,10000000,6687.5,64,False,491678,0.95829349,0.04364099,2072,0.09788585,True,,,,1811.0,43,0
+27,10000000,3406.25,64,False,491678,0.95829349,0.04364099,2072,0.09788585,True,,,,1811.0,43,1
+27,10000000,15765.625,64,False,491678,0.95829349,0.04364099,2072,0.09788585,True,,,,1811.0,43,2
+28,10000000,0.0,16,True,598049,0.50588515,0.00047871,14754,0.19859327,False,0.72856534,0.91522617,1.7e-06,,43,0
+28,10000000,0.0,16,True,598049,0.50588515,0.00047871,14754,0.19859327,False,0.72856534,0.91522617,1.7e-06,,43,1
+28,10000000,523.4375,16,True,598049,0.50588515,0.00047871,14754,0.19859327,False,0.72856534,0.91522617,1.7e-06,,43,2
+29,10000000,2015.625,16,False,468890,0.94374673,0.00037777,18063,0.13849062,True,,,,1526.0,43,0
+29,10000000,0.0,16,False,468890,0.94374673,0.00037777,18063,0.13849062,True,,,,1526.0,43,1
+29,10000000,4000.0,16,False,468890,0.94374673,0.00037777,18063,0.13849062,True,,,,1526.0,43,2
+30,10000000,4000.0,16,True,48288,0.84898584,0.0002189,2844,0.16873621,False,0.6910254,0.78473274,0.00018696,,43,0
+30,10000000,0.0,16,True,48288,0.84898584,0.0002189,2844,0.16873621,False,0.6910254,0.78473274,0.00018696,,43,1
+30,10000000,0.0,16,True,48288,0.84898584,0.0002189,2844,0.16873621,False,0.6910254,0.78473274,0.00018696,,43,2
+31,10000000,3000.0,16,True,129956,0.9498252,1.692e-05,7418,0.18443085,False,0.49892234,0.55635934,3.4e-07,,43,0
+31,10000000,2515.625,16,True,129956,0.9498252,1.692e-05,7418,0.18443085,False,0.49892234,0.55635934,3.4e-07,,43,1
+31,10000000,1476.5625,16,True,129956,0.9498252,1.692e-05,7418,0.18443085,False,0.49892234,0.55635934,3.4e-07,,43,2
+0,10000000,15539.0625,32,False,970139,0.69703109,2.821e-05,14580,0.11164017,False,,,,,46,0
+0,10000000,25968.75,32,False,970139,0.69703109,2.821e-05,14580,0.11164017,False,,,,,46,1
+0,10000000,18828.125,32,False,970139,0.69703109,2.821e-05,14580,0.11164017,False,,,,,46,2
+1,10000000,14992.1875,64,False,265797,0.56244353,0.03486935,21398,0.06981488,True,,,,1734.0,46,0
+1,10000000,8218.75,64,False,265797,0.56244353,0.03486935,21398,0.06981488,True,,,,1734.0,46,1
+1,10000000,8507.8125,64,False,265797,0.56244353,0.03486935,21398,0.06981488,True,,,,1734.0,46,2
 2,10000000,20968.75,16,True,886641,0.79408388,0.00075044,23338,0.00809125,True,0.78588437,0.97895215,1e-07,1206.0,46,0
 2,10000000,15820.3125,16,True,886641,0.79408388,0.00075044,23338,0.00809125,True,0.78588437,0.97895215,1e-07,1206.0,46,1
 2,10000000,22093.75,16,True,886641,0.79408388,0.00075044,23338,0.00809125,True,0.78588437,0.97895215,1e-07,1206.0,46,2
-3,10000000,20695.312,64,False,983425,0.92874894,0.00132166,28102,0.17808286,True,NaN,NaN,NaN,595.0,46,0
-3,10000000,8171.875,64,False,983425,0.92874894,0.00132166,28102,0.17808286,True,NaN,NaN,NaN,595.0,46,1
-3,10000000,15921.875,64,False,983425,0.92874894,0.00132166,28102,0.17808286,True,NaN,NaN,NaN,595.0,46,2
-4,10000000,11992.1875,16,False,771002,0.86546088,4.637e-05,3930,0.06142912,True,NaN,NaN,NaN,1772.0,46,0
-4,10000000,14859.375,16,False,771002,0.86546088,4.637e-05,3930,0.06142912,True,NaN,NaN,NaN,1772.0,46,1
-4,10000000,7000.0,16,False,771002,0.86546088,4.637e-05,3930,0.06142912,True,NaN,NaN,NaN,1772.0,46,2
-5,10000000,9734.375,16,True,666968,0.52857201,0.00306217,23928,0.10361766,False,0.50260968,0.45998593,0.00023906,NaN,46,0
-5,10000000,5468.75,16,True,666968,0.52857201,0.00306217,23928,0.10361766,False,0.50260968,0.45998593,0.00023906,NaN,46,1
-5,10000000,8117.1875,16,True,666968,0.52857201,0.00306217,23928,0.10361766,False,0.50260968,0.45998593,0.00023906,NaN,46,2
+3,10000000,20695.312,64,False,983425,0.92874894,0.00132166,28102,0.17808286,True,,,,595.0,46,0
+3,10000000,8171.875,64,False,983425,0.92874894,0.00132166,28102,0.17808286,True,,,,595.0,46,1
+3,10000000,15921.875,64,False,983425,0.92874894,0.00132166,28102,0.17808286,True,,,,595.0,46,2
+4,10000000,11992.1875,16,False,771002,0.86546088,4.637e-05,3930,0.06142912,True,,,,1772.0,46,0
+4,10000000,14859.375,16,False,771002,0.86546088,4.637e-05,3930,0.06142912,True,,,,1772.0,46,1
+4,10000000,7000.0,16,False,771002,0.86546088,4.637e-05,3930,0.06142912,True,,,,1772.0,46,2
+5,10000000,9734.375,16,True,666968,0.52857201,0.00306217,23928,0.10361766,False,0.50260968,0.45998593,0.00023906,,46,0
+5,10000000,5468.75,16,True,666968,0.52857201,0.00306217,23928,0.10361766,False,0.50260968,0.45998593,0.00023906,,46,1
+5,10000000,8117.1875,16,True,666968,0.52857201,0.00306217,23928,0.10361766,False,0.50260968,0.45998593,0.00023906,,46,2
 6,10000000,953.125,32,True,388047,0.62366628,8.214e-05,14447,0.00759963,True,0.02920237,0.29187564,0.00050489,737.0,46,0
 6,10000000,1632.8125,32,True,388047,0.62366628,8.214e-05,14447,0.00759963,True,0.02920237,0.29187564,0.00050489,737.0,46,1
 6,10000000,0.0,32,True,388047,0.62366628,8.214e-05,14447,0.00759963,True,0.02920237,0.29187564,0.00050489,737.0,46,2
-7,10000000,1000.0,32,True,881060,0.62189595,2.852e-05,27439,0.02277999,False,0.58581926,0.61938482,1.8e-07,NaN,46,0
-7,10000000,3000.0,32,True,881060,0.62189595,2.852e-05,27439,0.02277999,False,0.58581926,0.61938482,1.8e-07,NaN,46,1
-7,10000000,2000.0,32,True,881060,0.62189595,2.852e-05,27439,0.02277999,False,0.58581926,0.61938482,1.8e-07,NaN,46,2
-8,10000000,14710.9375,64,True,607928,0.78928759,4.508e-05,18069,0.18822447,False,0.86941303,0.13327117,5.6e-07,NaN,46,0
-8,10000000,12281.25,64,True,607928,0.78928759,4.508e-05,18069,0.18822447,False,0.86941303,0.13327117,5.6e-07,NaN,46,1
-8,10000000,9781.25,64,True,607928,0.78928759,4.508e-05,18069,0.18822447,False,0.86941303,0.13327117,5.6e-07,NaN,46,2
-9,10000000,4343.75,64,False,39302,0.81720491,0.00010597,4011,0.01672807,True,NaN,NaN,NaN,774.0,46,0
-9,10000000,9164.0625,64,False,39302,0.81720491,0.00010597,4011,0.01672807,True,NaN,NaN,NaN,774.0,46,1
-9,10000000,7617.1875,64,False,39302,0.81720491,0.00010597,4011,0.01672807,True,NaN,NaN,NaN,774.0,46,2
+7,10000000,1000.0,32,True,881060,0.62189595,2.852e-05,27439,0.02277999,False,0.58581926,0.61938482,1.8e-07,,46,0
+7,10000000,3000.0,32,True,881060,0.62189595,2.852e-05,27439,0.02277999,False,0.58581926,0.61938482,1.8e-07,,46,1
+7,10000000,2000.0,32,True,881060,0.62189595,2.852e-05,27439,0.02277999,False,0.58581926,0.61938482,1.8e-07,,46,2
+8,10000000,14710.9375,64,True,607928,0.78928759,4.508e-05,18069,0.18822447,False,0.86941303,0.13327117,5.6e-07,,46,0
+8,10000000,12281.25,64,True,607928,0.78928759,4.508e-05,18069,0.18822447,False,0.86941303,0.13327117,5.6e-07,,46,1
+8,10000000,9781.25,64,True,607928,0.78928759,4.508e-05,18069,0.18822447,False,0.86941303,0.13327117,5.6e-07,,46,2
+9,10000000,4343.75,64,False,39302,0.81720491,0.00010597,4011,0.01672807,True,,,,774.0,46,0
+9,10000000,9164.0625,64,False,39302,0.81720491,0.00010597,4011,0.01672807,True,,,,774.0,46,1
+9,10000000,7617.1875,64,False,39302,0.81720491,0.00010597,4011,0.01672807,True,,,,774.0,46,2
 10,10000000,0.0,16,True,625977,0.7703613,1.102e-05,9063,0.14198408,True,0.68315762,0.73284659,4e-06,1903.0,46,0
 10,10000000,3140.625,16,True,625977,0.7703613,1.102e-05,9063,0.14198408,True,0.68315762,0.73284659,4e-06,1903.0,46,1
 10,10000000,0.0,16,True,625977,0.7703613,1.102e-05,9063,0.14198408,True,0.68315762,0.73284659,4e-06,1903.0,46,2
@@ -422,60 +422,60 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 12,10000000,15992.1875,32,True,242224,0.93838271,0.04912142,30982,0.0200888,True,0.66523981,0.38288552,0.00011462,178.0,46,0
 12,10000000,22359.375,32,True,242224,0.93838271,0.04912142,30982,0.0200888,True,0.66523981,0.38288552,0.00011462,178.0,46,1
 12,10000000,27554.688,32,True,242224,0.93838271,0.04912142,30982,0.0200888,True,0.66523981,0.38288552,0.00011462,178.0,46,2
-13,10000000,1000.0,16,False,109555,0.94931489,0.00072276,8414,0.1892673,True,NaN,NaN,NaN,1874.0,46,0
-13,10000000,3000.0,16,False,109555,0.94931489,0.00072276,8414,0.1892673,True,NaN,NaN,NaN,1874.0,46,1
-13,10000000,2835.9375,16,False,109555,0.94931489,0.00072276,8414,0.1892673,True,NaN,NaN,NaN,1874.0,46,2
+13,10000000,1000.0,16,False,109555,0.94931489,0.00072276,8414,0.1892673,True,,,,1874.0,46,0
+13,10000000,3000.0,16,False,109555,0.94931489,0.00072276,8414,0.1892673,True,,,,1874.0,46,1
+13,10000000,2835.9375,16,False,109555,0.94931489,0.00072276,8414,0.1892673,True,,,,1874.0,46,2
 14,10000000,9257.8125,32,True,962874,0.51769053,0.00114966,13586,0.1773735,True,0.81303135,0.68107454,0.00043818,1115.0,46,0
 14,10000000,6835.9375,32,True,962874,0.51769053,0.00114966,13586,0.1773735,True,0.81303135,0.68107454,0.00043818,1115.0,46,1
 14,10000000,10625.0,32,True,962874,0.51769053,0.00114966,13586,0.1773735,True,0.81303135,0.68107454,0.00043818,1115.0,46,2
-15,10000000,257.8125,64,False,241825,0.69608398,2.44e-06,26165,0.03723851,True,NaN,NaN,NaN,1469.0,46,0
-15,10000000,0.0,64,False,241825,0.69608398,2.44e-06,26165,0.03723851,True,NaN,NaN,NaN,1469.0,46,1
-15,10000000,1437.5,64,False,241825,0.69608398,2.44e-06,26165,0.03723851,True,NaN,NaN,NaN,1469.0,46,2
+15,10000000,257.8125,64,False,241825,0.69608398,2.44e-06,26165,0.03723851,True,,,,1469.0,46,0
+15,10000000,0.0,64,False,241825,0.69608398,2.44e-06,26165,0.03723851,True,,,,1469.0,46,1
+15,10000000,1437.5,64,False,241825,0.69608398,2.44e-06,26165,0.03723851,True,,,,1469.0,46,2
 16,10000000,3492.1875,64,True,510018,0.7254437,2.49e-06,12563,0.17566593,True,0.65571689,0.34737592,4.918e-05,935.0,46,0
 16,10000000,1000.0,64,True,510018,0.7254437,2.49e-06,12563,0.17566593,True,0.65571689,0.34737592,4.918e-05,935.0,46,1
 16,10000000,3953.125,64,True,510018,0.7254437,2.49e-06,12563,0.17566593,True,0.65571689,0.34737592,4.918e-05,935.0,46,2
-17,10000000,4117.1875,32,True,27822,0.60482669,7.121e-05,17405,0.05580762,False,0.83154483,0.20285007,1.3e-07,NaN,46,0
-17,10000000,4796.875,32,True,27822,0.60482669,7.121e-05,17405,0.05580762,False,0.83154483,0.20285007,1.3e-07,NaN,46,1
-17,10000000,3406.25,32,True,27822,0.60482669,7.121e-05,17405,0.05580762,False,0.83154483,0.20285007,1.3e-07,NaN,46,2
-18,10000000,0.0,64,False,997567,0.63961177,4.734e-05,1905,0.00974453,False,NaN,NaN,NaN,NaN,46,0
-18,10000000,0.0,64,False,997567,0.63961177,4.734e-05,1905,0.00974453,False,NaN,NaN,NaN,NaN,46,1
-18,10000000,1000.0,64,False,997567,0.63961177,4.734e-05,1905,0.00974453,False,NaN,NaN,NaN,NaN,46,2
-19,10000000,4617.1875,32,False,948278,0.85235359,0.0004564,28993,0.10583802,True,NaN,NaN,NaN,102.0,46,0
-19,10000000,8046.875,32,False,948278,0.85235359,0.0004564,28993,0.10583802,True,NaN,NaN,NaN,102.0,46,1
-19,10000000,2000.0,32,False,948278,0.85235359,0.0004564,28993,0.10583802,True,NaN,NaN,NaN,102.0,46,2
-20,10000000,0.0,16,True,969637,0.81202003,1.34e-06,32289,0.08831815,False,0.39152566,0.76337167,0.00018999,NaN,46,0
-20,10000000,0.0,16,True,969637,0.81202003,1.34e-06,32289,0.08831815,False,0.39152566,0.76337167,0.00018999,NaN,46,1
-20,10000000,2000.0,16,True,969637,0.81202003,1.34e-06,32289,0.08831815,False,0.39152566,0.76337167,0.00018999,NaN,46,2
-21,10000000,0.0,32,True,983990,0.75600104,7.786e-05,17604,0.05728132,False,0.10817185,0.10411573,2.54e-06,NaN,46,0
-21,10000000,1000.0,32,True,983990,0.75600104,7.786e-05,17604,0.05728132,False,0.10817185,0.10411573,2.54e-06,NaN,46,1
-21,10000000,3000.0,32,True,983990,0.75600104,7.786e-05,17604,0.05728132,False,0.10817185,0.10411573,2.54e-06,NaN,46,2
-22,10000000,2742.1875,64,True,133942,0.74939433,3.6e-06,23546,0.02837482,False,0.38643274,0.51710539,1.327e-05,NaN,46,0
-22,10000000,11921.875,64,True,133942,0.74939433,3.6e-06,23546,0.02837482,False,0.38643274,0.51710539,1.327e-05,NaN,46,1
-22,10000000,16054.6875,64,True,133942,0.74939433,3.6e-06,23546,0.02837482,False,0.38643274,0.51710539,1.327e-05,NaN,46,2
-23,10000000,0.0,64,False,205257,0.75728822,0.00159175,30524,0.03906393,False,NaN,NaN,NaN,NaN,46,0
-23,10000000,2000.0,64,False,205257,0.75728822,0.00159175,30524,0.03906393,False,NaN,NaN,NaN,NaN,46,1
-23,10000000,1734.375,64,False,205257,0.75728822,0.00159175,30524,0.03906393,False,NaN,NaN,NaN,NaN,46,2
-24,10000000,2000.0,32,True,903194,0.78883391,1.1e-06,3738,0.16532961,False,0.0359338,0.22245905,1.656e-05,NaN,46,0
-24,10000000,1000.0,32,True,903194,0.78883391,1.1e-06,3738,0.16532961,False,0.0359338,0.22245905,1.656e-05,NaN,46,1
-24,10000000,0.0,32,True,903194,0.78883391,1.1e-06,3738,0.16532961,False,0.0359338,0.22245905,1.656e-05,NaN,46,2
+17,10000000,4117.1875,32,True,27822,0.60482669,7.121e-05,17405,0.05580762,False,0.83154483,0.20285007,1.3e-07,,46,0
+17,10000000,4796.875,32,True,27822,0.60482669,7.121e-05,17405,0.05580762,False,0.83154483,0.20285007,1.3e-07,,46,1
+17,10000000,3406.25,32,True,27822,0.60482669,7.121e-05,17405,0.05580762,False,0.83154483,0.20285007,1.3e-07,,46,2
+18,10000000,0.0,64,False,997567,0.63961177,4.734e-05,1905,0.00974453,False,,,,,46,0
+18,10000000,0.0,64,False,997567,0.63961177,4.734e-05,1905,0.00974453,False,,,,,46,1
+18,10000000,1000.0,64,False,997567,0.63961177,4.734e-05,1905,0.00974453,False,,,,,46,2
+19,10000000,4617.1875,32,False,948278,0.85235359,0.0004564,28993,0.10583802,True,,,,102.0,46,0
+19,10000000,8046.875,32,False,948278,0.85235359,0.0004564,28993,0.10583802,True,,,,102.0,46,1
+19,10000000,2000.0,32,False,948278,0.85235359,0.0004564,28993,0.10583802,True,,,,102.0,46,2
+20,10000000,0.0,16,True,969637,0.81202003,1.34e-06,32289,0.08831815,False,0.39152566,0.76337167,0.00018999,,46,0
+20,10000000,0.0,16,True,969637,0.81202003,1.34e-06,32289,0.08831815,False,0.39152566,0.76337167,0.00018999,,46,1
+20,10000000,2000.0,16,True,969637,0.81202003,1.34e-06,32289,0.08831815,False,0.39152566,0.76337167,0.00018999,,46,2
+21,10000000,0.0,32,True,983990,0.75600104,7.786e-05,17604,0.05728132,False,0.10817185,0.10411573,2.54e-06,,46,0
+21,10000000,1000.0,32,True,983990,0.75600104,7.786e-05,17604,0.05728132,False,0.10817185,0.10411573,2.54e-06,,46,1
+21,10000000,3000.0,32,True,983990,0.75600104,7.786e-05,17604,0.05728132,False,0.10817185,0.10411573,2.54e-06,,46,2
+22,10000000,2742.1875,64,True,133942,0.74939433,3.6e-06,23546,0.02837482,False,0.38643274,0.51710539,1.327e-05,,46,0
+22,10000000,11921.875,64,True,133942,0.74939433,3.6e-06,23546,0.02837482,False,0.38643274,0.51710539,1.327e-05,,46,1
+22,10000000,16054.6875,64,True,133942,0.74939433,3.6e-06,23546,0.02837482,False,0.38643274,0.51710539,1.327e-05,,46,2
+23,10000000,0.0,64,False,205257,0.75728822,0.00159175,30524,0.03906393,False,,,,,46,0
+23,10000000,2000.0,64,False,205257,0.75728822,0.00159175,30524,0.03906393,False,,,,,46,1
+23,10000000,1734.375,64,False,205257,0.75728822,0.00159175,30524,0.03906393,False,,,,,46,2
+24,10000000,2000.0,32,True,903194,0.78883391,1.1e-06,3738,0.16532961,False,0.0359338,0.22245905,1.656e-05,,46,0
+24,10000000,1000.0,32,True,903194,0.78883391,1.1e-06,3738,0.16532961,False,0.0359338,0.22245905,1.656e-05,,46,1
+24,10000000,0.0,32,True,903194,0.78883391,1.1e-06,3738,0.16532961,False,0.0359338,0.22245905,1.656e-05,,46,2
 25,10000000,17875.0,32,True,1966,0.79991254,0.04801871,21138,0.13803589,True,0.9114583,0.34724225,2.24e-06,1888.0,46,0
 25,10000000,9882.8125,32,True,1966,0.79991254,0.04801871,21138,0.13803589,True,0.9114583,0.34724225,2.24e-06,1888.0,46,1
 25,10000000,11859.375,32,True,1966,0.79991254,0.04801871,21138,0.13803589,True,0.9114583,0.34724225,2.24e-06,1888.0,46,2
-26,10000000,1000.0,16,False,350860,0.67303824,0.00021594,11901,0.19557537,False,NaN,NaN,NaN,NaN,46,0
-26,10000000,2500.0,16,False,350860,0.67303824,0.00021594,11901,0.19557537,False,NaN,NaN,NaN,NaN,46,1
-26,10000000,3421.875,16,False,350860,0.67303824,0.00021594,11901,0.19557537,False,NaN,NaN,NaN,NaN,46,2
-27,10000000,1000.0,32,False,368117,0.76423876,0.00018578,12563,0.19859415,True,NaN,NaN,NaN,1492.0,46,0
-27,10000000,984.375,32,False,368117,0.76423876,0.00018578,12563,0.19859415,True,NaN,NaN,NaN,1492.0,46,1
-27,10000000,0.0,32,False,368117,0.76423876,0.00018578,12563,0.19859415,True,NaN,NaN,NaN,1492.0,46,2
-28,10000000,2539.0625,32,False,668316,0.77331781,0.00012041,26307,0.12102778,True,NaN,NaN,NaN,1465.0,46,0
-28,10000000,0.0,32,False,668316,0.77331781,0.00012041,26307,0.12102778,True,NaN,NaN,NaN,1465.0,46,1
-28,10000000,6296.875,32,False,668316,0.77331781,0.00012041,26307,0.12102778,True,NaN,NaN,NaN,1465.0,46,2
-29,10000000,3296.875,64,False,514054,0.99154821,0.00017845,13662,0.13853404,False,NaN,NaN,NaN,NaN,46,0
-29,10000000,16500.0,64,False,514054,0.99154821,0.00017845,13662,0.13853404,False,NaN,NaN,NaN,NaN,46,1
-29,10000000,9437.5,64,False,514054,0.99154821,0.00017845,13662,0.13853404,False,NaN,NaN,NaN,NaN,46,2
-30,10000000,1000.0,64,True,955805,0.83687971,0.01913783,21056,0.04224205,False,0.30857635,0.92332398,0.00026608,NaN,46,0
-30,10000000,1484.375,64,True,955805,0.83687971,0.01913783,21056,0.04224205,False,0.30857635,0.92332398,0.00026608,NaN,46,1
-30,10000000,984.375,64,True,955805,0.83687971,0.01913783,21056,0.04224205,False,0.30857635,0.92332398,0.00026608,NaN,46,2
-31,10000000,5242.1875,16,False,516521,0.77999919,6.684e-05,10236,0.1994977,True,NaN,NaN,NaN,1822.0,46,0
-31,10000000,14593.75,16,False,516521,0.77999919,6.684e-05,10236,0.1994977,True,NaN,NaN,NaN,1822.0,46,1
-31,10000000,11257.8125,16,False,516521,0.77999919,6.684e-05,10236,0.1994977,True,NaN,NaN,NaN,1822.0,46,2
+26,10000000,1000.0,16,False,350860,0.67303824,0.00021594,11901,0.19557537,False,,,,,46,0
+26,10000000,2500.0,16,False,350860,0.67303824,0.00021594,11901,0.19557537,False,,,,,46,1
+26,10000000,3421.875,16,False,350860,0.67303824,0.00021594,11901,0.19557537,False,,,,,46,2
+27,10000000,1000.0,32,False,368117,0.76423876,0.00018578,12563,0.19859415,True,,,,1492.0,46,0
+27,10000000,984.375,32,False,368117,0.76423876,0.00018578,12563,0.19859415,True,,,,1492.0,46,1
+27,10000000,0.0,32,False,368117,0.76423876,0.00018578,12563,0.19859415,True,,,,1492.0,46,2
+28,10000000,2539.0625,32,False,668316,0.77331781,0.00012041,26307,0.12102778,True,,,,1465.0,46,0
+28,10000000,0.0,32,False,668316,0.77331781,0.00012041,26307,0.12102778,True,,,,1465.0,46,1
+28,10000000,6296.875,32,False,668316,0.77331781,0.00012041,26307,0.12102778,True,,,,1465.0,46,2
+29,10000000,3296.875,64,False,514054,0.99154821,0.00017845,13662,0.13853404,False,,,,,46,0
+29,10000000,16500.0,64,False,514054,0.99154821,0.00017845,13662,0.13853404,False,,,,,46,1
+29,10000000,9437.5,64,False,514054,0.99154821,0.00017845,13662,0.13853404,False,,,,,46,2
+30,10000000,1000.0,64,True,955805,0.83687971,0.01913783,21056,0.04224205,False,0.30857635,0.92332398,0.00026608,,46,0
+30,10000000,1484.375,64,True,955805,0.83687971,0.01913783,21056,0.04224205,False,0.30857635,0.92332398,0.00026608,,46,1
+30,10000000,984.375,64,True,955805,0.83687971,0.01913783,21056,0.04224205,False,0.30857635,0.92332398,0.00026608,,46,2
+31,10000000,5242.1875,16,False,516521,0.77999919,6.684e-05,10236,0.1994977,True,,,,1822.0,46,0
+31,10000000,14593.75,16,False,516521,0.77999919,6.684e-05,10236,0.1994977,True,,,,1822.0,46,1
+31,10000000,11257.8125,16,False,516521,0.77999919,6.684e-05,10236,0.1994977,True,,,,1822.0,46,2

rs/atari_double_dunk_dqn.csv

@@ -1,418 +1,418 @@
 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,optimisation_seed,seed
-0,10000000,-16.375,64,True,955722,0.57143341,1.01e-06,28504,0.01028647,False,0.05598591,0.96597571,5.76e-06,NaN,42,0
-0,10000000,-15.0625,64,True,955722,0.57143341,1.01e-06,28504,0.01028647,False,0.05598591,0.96597571,5.76e-06,NaN,42,1
-0,10000000,-15.015625,64,True,955722,0.57143341,1.01e-06,28504,0.01028647,False,0.05598591,0.96597571,5.76e-06,NaN,42,2
+0,10000000,-16.375,64,True,955722,0.57143341,1.01e-06,28504,0.01028647,False,0.05598591,0.96597571,5.76e-06,,42,0
+0,10000000,-15.0625,64,True,955722,0.57143341,1.01e-06,28504,0.01028647,False,0.05598591,0.96597571,5.76e-06,,42,1
+0,10000000,-15.015625,64,True,955722,0.57143341,1.01e-06,28504,0.01028647,False,0.05598591,0.96597571,5.76e-06,,42,2
 1,10000000,-22.359375,32,True,197793,0.96093712,8.778e-05,9595,0.03388812,True,0.7317171,0.86447239,2e-06,613.0,42,0
 1,10000000,-21.140625,32,True,197793,0.96093712,8.778e-05,9595,0.03388812,True,0.7317171,0.86447239,2e-06,613.0,42,1
 1,10000000,-21.5625,32,True,197793,0.96093712,8.778e-05,9595,0.03388812,True,0.7317171,0.86447239,2e-06,613.0,42,2
-2,10000000,-20.359375,16,True,219993,0.51571459,1.764e-05,10938,0.12524646,False,0.80936575,0.43283671,4.67e-06,NaN,42,0
-2,10000000,-23.46875,16,True,219993,0.51571459,1.764e-05,10938,0.12524646,False,0.80936575,0.43283671,4.67e-06,NaN,42,1
-2,10000000,-23.921875,16,True,219993,0.51571459,1.764e-05,10938,0.12524646,False,0.80936575,0.43283671,4.67e-06,NaN,42,2
-3,10000000,-17.828125,16,True,742000,0.98830748,0.00253237,20918,0.14591505,False,0.51311679,0.71403804,3.89e-06,NaN,42,0
-3,10000000,-19.03125,16,True,742000,0.98830748,0.00253237,20918,0.14591505,False,0.51311679,0.71403804,3.89e-06,NaN,42,1
-3,10000000,-18.6875,16,True,742000,0.98830748,0.00253237,20918,0.14591505,False,0.51311679,0.71403804,3.89e-06,NaN,42,2
-4,10000000,-23.90625,64,True,118820,0.63943568,0.02746948,25853,0.13303685,False,0.02789461,0.72373053,1e-06,NaN,42,0
-4,10000000,-22.46875,64,True,118820,0.63943568,0.02746948,25853,0.13303685,False,0.02789461,0.72373053,1e-06,NaN,42,1
-4,10000000,-23.921875,64,True,118820,0.63943568,0.02746948,25853,0.13303685,False,0.02789461,0.72373053,1e-06,NaN,42,2
-5,10000000,-19.75,64,False,467984,0.63978017,0.00058053,3999,0.03472906,False,NaN,NaN,NaN,NaN,42,0
-5,10000000,-19.453125,64,False,467984,0.63978017,0.00058053,3999,0.03472906,False,NaN,NaN,NaN,NaN,42,1
-5,10000000,-21.78125,64,False,467984,0.63978017,0.00058053,3999,0.03472906,False,NaN,NaN,NaN,NaN,42,2
-6,10000000,-23.515625,32,False,119858,0.64327063,6.323e-05,17412,0.03968163,False,NaN,NaN,NaN,NaN,42,0
-6,10000000,-23.609375,32,False,119858,0.64327063,6.323e-05,17412,0.03968163,False,NaN,NaN,NaN,NaN,42,1
-6,10000000,-23.953125,32,False,119858,0.64327063,6.323e-05,17412,0.03968163,False,NaN,NaN,NaN,NaN,42,2
+2,10000000,-20.359375,16,True,219993,0.51571459,1.764e-05,10938,0.12524646,False,0.80936575,0.43283671,4.67e-06,,42,0
+2,10000000,-23.46875,16,True,219993,0.51571459,1.764e-05,10938,0.12524646,False,0.80936575,0.43283671,4.67e-06,,42,1
+2,10000000,-23.921875,16,True,219993,0.51571459,1.764e-05,10938,0.12524646,False,0.80936575,0.43283671,4.67e-06,,42,2
+3,10000000,-17.828125,16,True,742000,0.98830748,0.00253237,20918,0.14591505,False,0.51311679,0.71403804,3.89e-06,,42,0
+3,10000000,-19.03125,16,True,742000,0.98830748,0.00253237,20918,0.14591505,False,0.51311679,0.71403804,3.89e-06,,42,1
+3,10000000,-18.6875,16,True,742000,0.98830748,0.00253237,20918,0.14591505,False,0.51311679,0.71403804,3.89e-06,,42,2
+4,10000000,-23.90625,64,True,118820,0.63943568,0.02746948,25853,0.13303685,False,0.02789461,0.72373053,1e-06,,42,0
+4,10000000,-22.46875,64,True,118820,0.63943568,0.02746948,25853,0.13303685,False,0.02789461,0.72373053,1e-06,,42,1
+4,10000000,-23.921875,64,True,118820,0.63943568,0.02746948,25853,0.13303685,False,0.02789461,0.72373053,1e-06,,42,2
+5,10000000,-19.75,64,False,467984,0.63978017,0.00058053,3999,0.03472906,False,,,,,42,0
+5,10000000,-19.453125,64,False,467984,0.63978017,0.00058053,3999,0.03472906,False,,,,,42,1
+5,10000000,-21.78125,64,False,467984,0.63978017,0.00058053,3999,0.03472906,False,,,,,42,2
+6,10000000,-23.515625,32,False,119858,0.64327063,6.323e-05,17412,0.03968163,False,,,,,42,0
+6,10000000,-23.609375,32,False,119858,0.64327063,6.323e-05,17412,0.03968163,False,,,,,42,1
+6,10000000,-23.953125,32,False,119858,0.64327063,6.323e-05,17412,0.03968163,False,,,,,42,2
 7,10000000,-23.734375,64,True,145380,0.52300132,3.08e-06,27670,0.05291783,True,0.64599509,0.39428823,3.5e-06,1631.0,42,0
 7,10000000,-22.796875,64,True,145380,0.52300132,3.08e-06,27670,0.05291783,True,0.64599509,0.39428823,3.5e-06,1631.0,42,1
 7,10000000,-23.640625,64,True,145380,0.52300132,3.08e-06,27670,0.05291783,True,0.64599509,0.39428823,3.5e-06,1631.0,42,2
-8,10000000,-20.078125,32,False,208893,0.55908241,0.0104089,17072,0.05075327,True,NaN,NaN,NaN,885.0,42,0
-8,10000000,-18.84375,32,False,208893,0.55908241,0.0104089,17072,0.05075327,True,NaN,NaN,NaN,885.0,42,1
-8,10000000,-18.296875,32,False,208893,0.55908241,0.0104089,17072,0.05075327,True,NaN,NaN,NaN,885.0,42,2
-9,10000000,-23.734375,64,True,798630,0.86851778,0.01530451,31112,0.01718841,False,0.59596985,0.70803352,4.18e-06,NaN,42,0
-9,10000000,-23.46875,64,True,798630,0.86851778,0.01530451,31112,0.01718841,False,0.59596985,0.70803352,4.18e-06,NaN,42,1
-9,10000000,-23.53125,64,True,798630,0.86851778,0.01530451,31112,0.01718841,False,0.59596985,0.70803352,4.18e-06,NaN,42,2
-10,10000000,-13.4375,32,False,461881,0.52157996,0.00058786,20894,0.07745616,False,NaN,NaN,NaN,NaN,42,0
-10,10000000,-15.203125,32,False,461881,0.52157996,0.00058786,20894,0.07745616,False,NaN,NaN,NaN,NaN,42,1
-10,10000000,-14.84375,32,False,461881,0.52157996,0.00058786,20894,0.07745616,False,NaN,NaN,NaN,NaN,42,2
-11,10000000,-23.96875,16,False,169988,0.99363806,0.01624032,9199,0.10733491,False,NaN,NaN,NaN,NaN,42,0
-11,10000000,-23.921875,16,False,169988,0.99363806,0.01624032,9199,0.10733491,False,NaN,NaN,NaN,NaN,42,1
-11,10000000,-23.828125,16,False,169988,0.99363806,0.01624032,9199,0.10733491,False,NaN,NaN,NaN,NaN,42,2
-12,10000000,-17.796875,16,True,316850,0.99023136,0.00428534,20585,0.03026762,False,0.21703948,0.58891844,4.43e-06,NaN,42,0
-12,10000000,-18.84375,16,True,316850,0.99023136,0.00428534,20585,0.03026762,False,0.21703948,0.58891844,4.43e-06,NaN,42,1
-12,10000000,-18.921875,16,True,316850,0.99023136,0.00428534,20585,0.03026762,False,0.21703948,0.58891844,4.43e-06,NaN,42,2
+8,10000000,-20.078125,32,False,208893,0.55908241,0.0104089,17072,0.05075327,True,,,,885.0,42,0
+8,10000000,-18.84375,32,False,208893,0.55908241,0.0104089,17072,0.05075327,True,,,,885.0,42,1
+8,10000000,-18.296875,32,False,208893,0.55908241,0.0104089,17072,0.05075327,True,,,,885.0,42,2
+9,10000000,-23.734375,64,True,798630,0.86851778,0.01530451,31112,0.01718841,False,0.59596985,0.70803352,4.18e-06,,42,0
+9,10000000,-23.46875,64,True,798630,0.86851778,0.01530451,31112,0.01718841,False,0.59596985,0.70803352,4.18e-06,,42,1
+9,10000000,-23.53125,64,True,798630,0.86851778,0.01530451,31112,0.01718841,False,0.59596985,0.70803352,4.18e-06,,42,2
+10,10000000,-13.4375,32,False,461881,0.52157996,0.00058786,20894,0.07745616,False,,,,,42,0
+10,10000000,-15.203125,32,False,461881,0.52157996,0.00058786,20894,0.07745616,False,,,,,42,1
+10,10000000,-14.84375,32,False,461881,0.52157996,0.00058786,20894,0.07745616,False,,,,,42,2
+11,10000000,-23.96875,16,False,169988,0.99363806,0.01624032,9199,0.10733491,False,,,,,42,0
+11,10000000,-23.921875,16,False,169988,0.99363806,0.01624032,9199,0.10733491,False,,,,,42,1
+11,10000000,-23.828125,16,False,169988,0.99363806,0.01624032,9199,0.10733491,False,,,,,42,2
+12,10000000,-17.796875,16,True,316850,0.99023136,0.00428534,20585,0.03026762,False,0.21703948,0.58891844,4.43e-06,,42,0
+12,10000000,-18.84375,16,True,316850,0.99023136,0.00428534,20585,0.03026762,False,0.21703948,0.58891844,4.43e-06,,42,1
+12,10000000,-18.921875,16,True,316850,0.99023136,0.00428534,20585,0.03026762,False,0.21703948,0.58891844,4.43e-06,,42,2
 13,10000000,-22.390625,32,True,749613,0.66079138,6.09e-06,15202,0.07472395,True,0.14178576,0.86854283,5.4e-07,537.0,42,0
 13,10000000,-19.421875,32,True,749613,0.66079138,6.09e-06,15202,0.07472395,True,0.14178576,0.86854283,5.4e-07,537.0,42,1
 13,10000000,-20.0625,32,True,749613,0.66079138,6.09e-06,15202,0.07472395,True,0.14178576,0.86854283,5.4e-07,537.0,42,2
 14,10000000,-23.84375,32,True,538222,0.56379015,6.032e-05,19141,0.17031269,True,0.98255483,0.81890135,1.687e-05,1142.0,42,0
 14,10000000,-23.0625,32,True,538222,0.56379015,6.032e-05,19141,0.17031269,True,0.98255483,0.81890135,1.687e-05,1142.0,42,1
 14,10000000,-23.625,32,True,538222,0.56379015,6.032e-05,19141,0.17031269,True,0.98255483,0.81890135,1.687e-05,1142.0,42,2
-15,10000000,-20.671875,16,False,557566,0.52591177,4.09e-05,19402,0.07042479,False,NaN,NaN,NaN,NaN,42,0
-15,10000000,-18.453125,16,False,557566,0.52591177,4.09e-05,19402,0.07042479,False,NaN,NaN,NaN,NaN,42,1
-15,10000000,-20.234375,16,False,557566,0.52591177,4.09e-05,19402,0.07042479,False,NaN,NaN,NaN,NaN,42,2
-16,10000000,-23.53125,32,True,593040,0.77177643,0.00137575,27635,0.19954083,False,0.87799798,0.13621378,7.745e-05,NaN,42,0
-16,10000000,-23.96875,32,True,593040,0.77177643,0.00137575,27635,0.19954083,False,0.87799798,0.13621378,7.745e-05,NaN,42,1
-16,10000000,-23.921875,32,True,593040,0.77177643,0.00137575,27635,0.19954083,False,0.87799798,0.13621378,7.745e-05,NaN,42,2
-17,10000000,-17.328125,32,True,994521,0.80572712,0.00304266,12665,0.02174515,False,0.92163346,0.06421402,3.91e-06,NaN,42,0
-17,10000000,-17.390625,32,True,994521,0.80572712,0.00304266,12665,0.02174515,False,0.92163346,0.06421402,3.91e-06,NaN,42,1
-17,10000000,-18.96875,32,True,994521,0.80572712,0.00304266,12665,0.02174515,False,0.92163346,0.06421402,3.91e-06,NaN,42,2
-18,10000000,-23.859375,64,True,833696,0.61004861,0.00061168,2783,0.04277121,False,0.30110423,0.50204183,0.00010304,NaN,42,0
-18,10000000,-22.515625,64,True,833696,0.61004861,0.00061168,2783,0.04277121,False,0.30110423,0.50204183,0.00010304,NaN,42,1
-18,10000000,-23.59375,64,True,833696,0.61004861,0.00061168,2783,0.04277121,False,0.30110423,0.50204183,0.00010304,NaN,42,2
-19,10000000,-24.0,16,False,337223,0.58927233,0.00408634,24020,0.01829808,True,NaN,NaN,NaN,714.0,42,0
-19,10000000,-23.3125,16,False,337223,0.58927233,0.00408634,24020,0.01829808,True,NaN,NaN,NaN,714.0,42,1
-19,10000000,-23.984375,16,False,337223,0.58927233,0.00408634,24020,0.01829808,True,NaN,NaN,NaN,714.0,42,2
-20,10000000,-18.09375,16,True,323942,0.71085197,0.01296938,23204,0.02220917,False,0.18361757,0.05649631,9.6e-07,NaN,42,0
-20,10000000,-17.828125,16,True,323942,0.71085197,0.01296938,23204,0.02220917,False,0.18361757,0.05649631,9.6e-07,NaN,42,1
-20,10000000,-18.25,16,True,323942,0.71085197,0.01296938,23204,0.02220917,False,0.18361757,0.05649631,9.6e-07,NaN,42,2
-21,10000000,-23.53125,64,False,245907,0.92320392,5.271e-05,13336,0.16008376,False,NaN,NaN,NaN,NaN,42,0
-21,10000000,-23.640625,64,False,245907,0.92320392,5.271e-05,13336,0.16008376,False,NaN,NaN,NaN,NaN,42,1
-21,10000000,-23.953125,64,False,245907,0.92320392,5.271e-05,13336,0.16008376,False,NaN,NaN,NaN,NaN,42,2
-22,10000000,-22.703125,64,False,665204,0.55764101,0.00018868,3691,0.13956147,True,NaN,NaN,NaN,318.0,42,0
-22,10000000,-23.984375,64,False,665204,0.55764101,0.00018868,3691,0.13956147,True,NaN,NaN,NaN,318.0,42,1
-22,10000000,-21.0,64,False,665204,0.55764101,0.00018868,3691,0.13956147,True,NaN,NaN,NaN,318.0,42,2
+15,10000000,-20.671875,16,False,557566,0.52591177,4.09e-05,19402,0.07042479,False,,,,,42,0
+15,10000000,-18.453125,16,False,557566,0.52591177,4.09e-05,19402,0.07042479,False,,,,,42,1
+15,10000000,-20.234375,16,False,557566,0.52591177,4.09e-05,19402,0.07042479,False,,,,,42,2
+16,10000000,-23.53125,32,True,593040,0.77177643,0.00137575,27635,0.19954083,False,0.87799798,0.13621378,7.745e-05,,42,0
+16,10000000,-23.96875,32,True,593040,0.77177643,0.00137575,27635,0.19954083,False,0.87799798,0.13621378,7.745e-05,,42,1
+16,10000000,-23.921875,32,True,593040,0.77177643,0.00137575,27635,0.19954083,False,0.87799798,0.13621378,7.745e-05,,42,2
+17,10000000,-17.328125,32,True,994521,0.80572712,0.00304266,12665,0.02174515,False,0.92163346,0.06421402,3.91e-06,,42,0
+17,10000000,-17.390625,32,True,994521,0.80572712,0.00304266,12665,0.02174515,False,0.92163346,0.06421402,3.91e-06,,42,1
+17,10000000,-18.96875,32,True,994521,0.80572712,0.00304266,12665,0.02174515,False,0.92163346,0.06421402,3.91e-06,,42,2
+18,10000000,-23.859375,64,True,833696,0.61004861,0.00061168,2783,0.04277121,False,0.30110423,0.50204183,0.00010304,,42,0
+18,10000000,-22.515625,64,True,833696,0.61004861,0.00061168,2783,0.04277121,False,0.30110423,0.50204183,0.00010304,,42,1
+18,10000000,-23.59375,64,True,833696,0.61004861,0.00061168,2783,0.04277121,False,0.30110423,0.50204183,0.00010304,,42,2
+19,10000000,-24.0,16,False,337223,0.58927233,0.00408634,24020,0.01829808,True,,,,714.0,42,0
+19,10000000,-23.3125,16,False,337223,0.58927233,0.00408634,24020,0.01829808,True,,,,714.0,42,1
+19,10000000,-23.984375,16,False,337223,0.58927233,0.00408634,24020,0.01829808,True,,,,714.0,42,2
+20,10000000,-18.09375,16,True,323942,0.71085197,0.01296938,23204,0.02220917,False,0.18361757,0.05649631,9.6e-07,,42,0
+20,10000000,-17.828125,16,True,323942,0.71085197,0.01296938,23204,0.02220917,False,0.18361757,0.05649631,9.6e-07,,42,1
+20,10000000,-18.25,16,True,323942,0.71085197,0.01296938,23204,0.02220917,False,0.18361757,0.05649631,9.6e-07,,42,2
+21,10000000,-23.53125,64,False,245907,0.92320392,5.271e-05,13336,0.16008376,False,,,,,42,0
+21,10000000,-23.640625,64,False,245907,0.92320392,5.271e-05,13336,0.16008376,False,,,,,42,1
+21,10000000,-23.953125,64,False,245907,0.92320392,5.271e-05,13336,0.16008376,False,,,,,42,2
+22,10000000,-22.703125,64,False,665204,0.55764101,0.00018868,3691,0.13956147,True,,,,318.0,42,0
+22,10000000,-23.984375,64,False,665204,0.55764101,0.00018868,3691,0.13956147,True,,,,318.0,42,1
+22,10000000,-21.0,64,False,665204,0.55764101,0.00018868,3691,0.13956147,True,,,,318.0,42,2
 23,10000000,-23.609375,64,True,33757,0.64850144,0.03562013,11450,0.01879279,True,0.07433655,0.12913537,0.00020175,1044.0,42,0
 23,10000000,-23.515625,64,True,33757,0.64850144,0.03562013,11450,0.01879279,True,0.07433655,0.12913537,0.00020175,1044.0,42,1
 23,10000000,-23.953125,64,True,33757,0.64850144,0.03562013,11450,0.01879279,True,0.07433655,0.12913537,0.00020175,1044.0,42,2
-24,10000000,-23.171875,32,True,324581,0.51743258,2.316e-05,14798,0.0569968,False,0.68642618,0.59648371,1.17e-06,NaN,42,0
-24,10000000,-23.625,32,True,324581,0.51743258,2.316e-05,14798,0.0569968,False,0.68642618,0.59648371,1.17e-06,NaN,42,1
-24,10000000,-23.96875,32,True,324581,0.51743258,2.316e-05,14798,0.0569968,False,0.68642618,0.59648371,1.17e-06,NaN,42,2
-25,10000000,-23.546875,16,True,49898,0.93953574,1.01e-06,31244,0.12673089,False,0.43791838,0.79091891,0.00012132,NaN,42,0
-25,10000000,-23.28125,16,True,49898,0.93953574,1.01e-06,31244,0.12673089,False,0.43791838,0.79091891,0.00012132,NaN,42,1
-25,10000000,-23.234375,16,True,49898,0.93953574,1.01e-06,31244,0.12673089,False,0.43791838,0.79091891,0.00012132,NaN,42,2
-26,10000000,-18.734375,16,True,506958,0.50051474,0.0186659,15022,0.05537865,False,0.76249314,0.74837864,7.69e-06,NaN,42,0
-26,10000000,-22.1875,16,True,506958,0.50051474,0.0186659,15022,0.05537865,False,0.76249314,0.74837864,7.69e-06,NaN,42,1
-26,10000000,-22.578125,16,True,506958,0.50051474,0.0186659,15022,0.05537865,False,0.76249314,0.74837864,7.69e-06,NaN,42,2
-27,10000000,-23.625,64,True,48861,0.84278264,0.00081256,5191,0.07971347,False,0.48570188,0.50389927,2.02e-06,NaN,42,0
-27,10000000,-22.859375,64,True,48861,0.84278264,0.00081256,5191,0.07971347,False,0.48570188,0.50389927,2.02e-06,NaN,42,1
-27,10000000,-23.34375,64,True,48861,0.84278264,0.00081256,5191,0.07971347,False,0.48570188,0.50389927,2.02e-06,NaN,42,2
-28,10000000,-23.515625,32,False,943531,0.85323786,0.00350996,25850,0.11104729,False,NaN,NaN,NaN,NaN,42,0
-28,10000000,-23.484375,32,False,943531,0.85323786,0.00350996,25850,0.11104729,False,NaN,NaN,NaN,NaN,42,1
-28,10000000,-23.921875,32,False,943531,0.85323786,0.00350996,25850,0.11104729,False,NaN,NaN,NaN,NaN,42,2
+24,10000000,-23.171875,32,True,324581,0.51743258,2.316e-05,14798,0.0569968,False,0.68642618,0.59648371,1.17e-06,,42,0
+24,10000000,-23.625,32,True,324581,0.51743258,2.316e-05,14798,0.0569968,False,0.68642618,0.59648371,1.17e-06,,42,1
+24,10000000,-23.96875,32,True,324581,0.51743258,2.316e-05,14798,0.0569968,False,0.68642618,0.59648371,1.17e-06,,42,2
+25,10000000,-23.546875,16,True,49898,0.93953574,1.01e-06,31244,0.12673089,False,0.43791838,0.79091891,0.00012132,,42,0
+25,10000000,-23.28125,16,True,49898,0.93953574,1.01e-06,31244,0.12673089,False,0.43791838,0.79091891,0.00012132,,42,1
+25,10000000,-23.234375,16,True,49898,0.93953574,1.01e-06,31244,0.12673089,False,0.43791838,0.79091891,0.00012132,,42,2
+26,10000000,-18.734375,16,True,506958,0.50051474,0.0186659,15022,0.05537865,False,0.76249314,0.74837864,7.69e-06,,42,0
+26,10000000,-22.1875,16,True,506958,0.50051474,0.0186659,15022,0.05537865,False,0.76249314,0.74837864,7.69e-06,,42,1
+26,10000000,-22.578125,16,True,506958,0.50051474,0.0186659,15022,0.05537865,False,0.76249314,0.74837864,7.69e-06,,42,2
+27,10000000,-23.625,64,True,48861,0.84278264,0.00081256,5191,0.07971347,False,0.48570188,0.50389927,2.02e-06,,42,0
+27,10000000,-22.859375,64,True,48861,0.84278264,0.00081256,5191,0.07971347,False,0.48570188,0.50389927,2.02e-06,,42,1
+27,10000000,-23.34375,64,True,48861,0.84278264,0.00081256,5191,0.07971347,False,0.48570188,0.50389927,2.02e-06,,42,2
+28,10000000,-23.515625,32,False,943531,0.85323786,0.00350996,25850,0.11104729,False,,,,,42,0
+28,10000000,-23.484375,32,False,943531,0.85323786,0.00350996,25850,0.11104729,False,,,,,42,1
+28,10000000,-23.921875,32,False,943531,0.85323786,0.00350996,25850,0.11104729,False,,,,,42,2
 29,10000000,-23.75,64,True,521008,0.87135326,1.59e-06,23039,0.15879826,True,0.73578189,0.24516789,9.7e-07,130.0,42,0
 29,10000000,-23.9375,64,True,521008,0.87135326,1.59e-06,23039,0.15879826,True,0.73578189,0.24516789,9.7e-07,130.0,42,1
 29,10000000,-23.453125,64,True,521008,0.87135326,1.59e-06,23039,0.15879826,True,0.73578189,0.24516789,9.7e-07,130.0,42,2
-30,10000000,-22.0625,16,True,62391,0.61733702,0.00222306,11576,0.00829761,False,0.56255885,0.2388196,2.3e-07,NaN,42,0
-30,10000000,-23.203125,16,True,62391,0.61733702,0.00222306,11576,0.00829761,False,0.56255885,0.2388196,2.3e-07,NaN,42,1
-30,10000000,-23.3125,16,True,62391,0.61733702,0.00222306,11576,0.00829761,False,0.56255885,0.2388196,2.3e-07,NaN,42,2
-31,10000000,-23.484375,32,True,331953,0.56287076,6.48e-06,27118,0.16778494,False,0.12197872,0.82857049,2.629e-05,NaN,42,0
-31,10000000,-23.53125,32,True,331953,0.56287076,6.48e-06,27118,0.16778494,False,0.12197872,0.82857049,2.629e-05,NaN,42,1
-31,10000000,-22.96875,32,True,331953,0.56287076,6.48e-06,27118,0.16778494,False,0.12197872,0.82857049,2.629e-05,NaN,42,2
-0,10000000,-23.609375,64,False,837185,0.60934248,0.01249455,30294,0.046164,False,NaN,NaN,NaN,NaN,45,0
-0,10000000,-22.859375,64,False,837185,0.60934248,0.01249455,30294,0.046164,False,NaN,NaN,NaN,NaN,45,1
-0,10000000,-23.375,64,False,837185,0.60934248,0.01249455,30294,0.046164,False,NaN,NaN,NaN,NaN,45,2
-1,10000000,-23.84375,32,False,748119,0.51417741,0.0149344,17478,0.04096891,True,NaN,NaN,NaN,722.0,45,0
-1,10000000,-23.0625,32,False,748119,0.51417741,0.0149344,17478,0.04096891,True,NaN,NaN,NaN,722.0,45,1
-1,10000000,-23.875,32,False,748119,0.51417741,0.0149344,17478,0.04096891,True,NaN,NaN,NaN,722.0,45,2
+30,10000000,-22.0625,16,True,62391,0.61733702,0.00222306,11576,0.00829761,False,0.56255885,0.2388196,2.3e-07,,42,0
+30,10000000,-23.203125,16,True,62391,0.61733702,0.00222306,11576,0.00829761,False,0.56255885,0.2388196,2.3e-07,,42,1
+30,10000000,-23.3125,16,True,62391,0.61733702,0.00222306,11576,0.00829761,False,0.56255885,0.2388196,2.3e-07,,42,2
+31,10000000,-23.484375,32,True,331953,0.56287076,6.48e-06,27118,0.16778494,False,0.12197872,0.82857049,2.629e-05,,42,0
+31,10000000,-23.53125,32,True,331953,0.56287076,6.48e-06,27118,0.16778494,False,0.12197872,0.82857049,2.629e-05,,42,1
+31,10000000,-22.96875,32,True,331953,0.56287076,6.48e-06,27118,0.16778494,False,0.12197872,0.82857049,2.629e-05,,42,2
+0,10000000,-23.609375,64,False,837185,0.60934248,0.01249455,30294,0.046164,False,,,,,45,0
+0,10000000,-22.859375,64,False,837185,0.60934248,0.01249455,30294,0.046164,False,,,,,45,1
+0,10000000,-23.375,64,False,837185,0.60934248,0.01249455,30294,0.046164,False,,,,,45,2
+1,10000000,-23.84375,32,False,748119,0.51417741,0.0149344,17478,0.04096891,True,,,,722.0,45,0
+1,10000000,-23.0625,32,False,748119,0.51417741,0.0149344,17478,0.04096891,True,,,,722.0,45,1
+1,10000000,-23.875,32,False,748119,0.51417741,0.0149344,17478,0.04096891,True,,,,722.0,45,2
 2,10000000,-23.390625,64,True,33243,0.78549285,1.36e-05,7633,0.08237452,True,0.15617633,0.12237723,0.00017346,714.0,45,0
 2,10000000,-23.84375,64,True,33243,0.78549285,1.36e-05,7633,0.08237452,True,0.15617633,0.12237723,0.00017346,714.0,45,1
 2,10000000,-23.921875,64,True,33243,0.78549285,1.36e-05,7633,0.08237452,True,0.15617633,0.12237723,0.00017346,714.0,45,2
-3,10000000,-23.21875,16,False,411701,0.81430974,1.474e-05,19267,0.06293144,False,NaN,NaN,NaN,NaN,45,0
-3,10000000,-23.953125,16,False,411701,0.81430974,1.474e-05,19267,0.06293144,False,NaN,NaN,NaN,NaN,45,1
-3,10000000,-23.453125,16,False,411701,0.81430974,1.474e-05,19267,0.06293144,False,NaN,NaN,NaN,NaN,45,2
-4,10000000,-23.90625,16,False,720659,0.97182096,8.52e-06,12567,0.10926124,True,NaN,NaN,NaN,1458.0,45,0
-4,10000000,-23.46875,16,False,720659,0.97182096,8.52e-06,12567,0.10926124,True,NaN,NaN,NaN,1458.0,45,1
-4,10000000,-23.96875,16,False,720659,0.97182096,8.52e-06,12567,0.10926124,True,NaN,NaN,NaN,1458.0,45,2
-5,10000000,-23.5,64,True,213395,0.98821614,0.00032639,25975,0.10463475,False,0.78112237,0.27668228,5.16e-06,NaN,45,0
-5,10000000,-23.875,64,True,213395,0.98821614,0.00032639,25975,0.10463475,False,0.78112237,0.27668228,5.16e-06,NaN,45,1
-5,10000000,-23.359375,64,True,213395,0.98821614,0.00032639,25975,0.10463475,False,0.78112237,0.27668228,5.16e-06,NaN,45,2
-6,10000000,-23.125,64,True,400764,0.58444982,0.01002003,6286,0.01490956,False,0.62206881,0.51208848,9.2e-07,NaN,45,0
-6,10000000,-23.953125,64,True,400764,0.58444982,0.01002003,6286,0.01490956,False,0.62206881,0.51208848,9.2e-07,NaN,45,1
-6,10000000,-22.90625,64,True,400764,0.58444982,0.01002003,6286,0.01490956,False,0.62206881,0.51208848,9.2e-07,NaN,45,2
-7,10000000,-14.515625,64,False,763278,0.96053412,0.03250372,13563,0.11220367,False,NaN,NaN,NaN,NaN,45,0
-7,10000000,-15.03125,64,False,763278,0.96053412,0.03250372,13563,0.11220367,False,NaN,NaN,NaN,NaN,45,1
-7,10000000,-14.625,64,False,763278,0.96053412,0.03250372,13563,0.11220367,False,NaN,NaN,NaN,NaN,45,2
-8,10000000,-23.484375,64,False,427484,0.71726098,0.00011798,6508,0.07234746,True,NaN,NaN,NaN,813.0,45,0
-8,10000000,-23.828125,64,False,427484,0.71726098,0.00011798,6508,0.07234746,True,NaN,NaN,NaN,813.0,45,1
-8,10000000,-23.578125,64,False,427484,0.71726098,0.00011798,6508,0.07234746,True,NaN,NaN,NaN,813.0,45,2
-9,10000000,-18.796875,32,False,698799,0.70472129,0.00025196,7938,0.04767581,True,NaN,NaN,NaN,1693.0,45,0
-9,10000000,-18.140625,32,False,698799,0.70472129,0.00025196,7938,0.04767581,True,NaN,NaN,NaN,1693.0,45,1
-9,10000000,-19.0,32,False,698799,0.70472129,0.00025196,7938,0.04767581,True,NaN,NaN,NaN,1693.0,45,2
+3,10000000,-23.21875,16,False,411701,0.81430974,1.474e-05,19267,0.06293144,False,,,,,45,0
+3,10000000,-23.953125,16,False,411701,0.81430974,1.474e-05,19267,0.06293144,False,,,,,45,1
+3,10000000,-23.453125,16,False,411701,0.81430974,1.474e-05,19267,0.06293144,False,,,,,45,2
+4,10000000,-23.90625,16,False,720659,0.97182096,8.52e-06,12567,0.10926124,True,,,,1458.0,45,0
+4,10000000,-23.46875,16,False,720659,0.97182096,8.52e-06,12567,0.10926124,True,,,,1458.0,45,1
+4,10000000,-23.96875,16,False,720659,0.97182096,8.52e-06,12567,0.10926124,True,,,,1458.0,45,2
+5,10000000,-23.5,64,True,213395,0.98821614,0.00032639,25975,0.10463475,False,0.78112237,0.27668228,5.16e-06,,45,0
+5,10000000,-23.875,64,True,213395,0.98821614,0.00032639,25975,0.10463475,False,0.78112237,0.27668228,5.16e-06,,45,1
+5,10000000,-23.359375,64,True,213395,0.98821614,0.00032639,25975,0.10463475,False,0.78112237,0.27668228,5.16e-06,,45,2
+6,10000000,-23.125,64,True,400764,0.58444982,0.01002003,6286,0.01490956,False,0.62206881,0.51208848,9.2e-07,,45,0
+6,10000000,-23.953125,64,True,400764,0.58444982,0.01002003,6286,0.01490956,False,0.62206881,0.51208848,9.2e-07,,45,1
+6,10000000,-22.90625,64,True,400764,0.58444982,0.01002003,6286,0.01490956,False,0.62206881,0.51208848,9.2e-07,,45,2
+7,10000000,-14.515625,64,False,763278,0.96053412,0.03250372,13563,0.11220367,False,,,,,45,0
+7,10000000,-15.03125,64,False,763278,0.96053412,0.03250372,13563,0.11220367,False,,,,,45,1
+7,10000000,-14.625,64,False,763278,0.96053412,0.03250372,13563,0.11220367,False,,,,,45,2
+8,10000000,-23.484375,64,False,427484,0.71726098,0.00011798,6508,0.07234746,True,,,,813.0,45,0
+8,10000000,-23.828125,64,False,427484,0.71726098,0.00011798,6508,0.07234746,True,,,,813.0,45,1
+8,10000000,-23.578125,64,False,427484,0.71726098,0.00011798,6508,0.07234746,True,,,,813.0,45,2
+9,10000000,-18.796875,32,False,698799,0.70472129,0.00025196,7938,0.04767581,True,,,,1693.0,45,0
+9,10000000,-18.140625,32,False,698799,0.70472129,0.00025196,7938,0.04767581,True,,,,1693.0,45,1
+9,10000000,-19.0,32,False,698799,0.70472129,0.00025196,7938,0.04767581,True,,,,1693.0,45,2
 10,10000000,-23.171875,64,True,711095,0.70349459,7.405e-05,16088,0.04507935,True,0.63502363,0.98109771,8.04e-06,916.0,45,0
 10,10000000,-23.984375,64,True,711095,0.70349459,7.405e-05,16088,0.04507935,True,0.63502363,0.98109771,8.04e-06,916.0,45,1
 10,10000000,-23.140625,64,True,711095,0.70349459,7.405e-05,16088,0.04507935,True,0.63502363,0.98109771,8.04e-06,916.0,45,2
-11,10000000,-16.0,16,True,800471,0.80573947,2.534e-05,30240,0.13823277,False,0.53147786,0.80343439,0.00092926,NaN,45,0
-11,10000000,-12.90625,16,True,800471,0.80573947,2.534e-05,30240,0.13823277,False,0.53147786,0.80343439,0.00092926,NaN,45,1
-11,10000000,-16.140625,16,True,800471,0.80573947,2.534e-05,30240,0.13823277,False,0.53147786,0.80343439,0.00092926,NaN,45,2
-12,10000000,-14.765625,16,False,293356,0.88236494,0.00010944,13851,0.07211582,False,NaN,NaN,NaN,NaN,45,0
-12,10000000,-16.453125,16,False,293356,0.88236494,0.00010944,13851,0.07211582,False,NaN,NaN,NaN,NaN,45,1
-12,10000000,-17.21875,16,False,293356,0.88236494,0.00010944,13851,0.07211582,False,NaN,NaN,NaN,NaN,45,2
-13,10000000,-23.375,64,True,862745,0.64504648,5.57e-06,30331,0.13883241,False,0.37270377,0.14941589,0.00014503,NaN,45,0
-13,10000000,-23.953125,64,True,862745,0.64504648,5.57e-06,30331,0.13883241,False,0.37270377,0.14941589,0.00014503,NaN,45,1
-13,10000000,-23.90625,64,True,862745,0.64504648,5.57e-06,30331,0.13883241,False,0.37270377,0.14941589,0.00014503,NaN,45,2
-14,10000000,-23.515625,64,True,17544,0.87220035,1.34e-06,17045,0.1440217,False,0.35769599,0.24599159,1.2e-07,NaN,45,0
-14,10000000,-23.453125,64,True,17544,0.87220035,1.34e-06,17045,0.1440217,False,0.35769599,0.24599159,1.2e-07,NaN,45,1
-14,10000000,-23.65625,64,True,17544,0.87220035,1.34e-06,17045,0.1440217,False,0.35769599,0.24599159,1.2e-07,NaN,45,2
-15,10000000,-23.328125,32,False,499124,0.66865818,0.00012868,26085,0.01639198,False,NaN,NaN,NaN,NaN,45,0
-15,10000000,-23.515625,32,False,499124,0.66865818,0.00012868,26085,0.01639198,False,NaN,NaN,NaN,NaN,45,1
-15,10000000,-23.984375,32,False,499124,0.66865818,0.00012868,26085,0.01639198,False,NaN,NaN,NaN,NaN,45,2
-16,10000000,-23.984375,32,True,251754,0.50459537,0.00011542,11245,0.14602219,False,0.92330931,0.7572416,1.32e-06,NaN,45,0
-16,10000000,-23.28125,32,True,251754,0.50459537,0.00011542,11245,0.14602219,False,0.92330931,0.7572416,1.32e-06,NaN,45,1
-16,10000000,-23.359375,32,True,251754,0.50459537,0.00011542,11245,0.14602219,False,0.92330931,0.7572416,1.32e-06,NaN,45,2
+11,10000000,-16.0,16,True,800471,0.80573947,2.534e-05,30240,0.13823277,False,0.53147786,0.80343439,0.00092926,,45,0
+11,10000000,-12.90625,16,True,800471,0.80573947,2.534e-05,30240,0.13823277,False,0.53147786,0.80343439,0.00092926,,45,1
+11,10000000,-16.140625,16,True,800471,0.80573947,2.534e-05,30240,0.13823277,False,0.53147786,0.80343439,0.00092926,,45,2
+12,10000000,-14.765625,16,False,293356,0.88236494,0.00010944,13851,0.07211582,False,,,,,45,0
+12,10000000,-16.453125,16,False,293356,0.88236494,0.00010944,13851,0.07211582,False,,,,,45,1
+12,10000000,-17.21875,16,False,293356,0.88236494,0.00010944,13851,0.07211582,False,,,,,45,2
+13,10000000,-23.375,64,True,862745,0.64504648,5.57e-06,30331,0.13883241,False,0.37270377,0.14941589,0.00014503,,45,0
+13,10000000,-23.953125,64,True,862745,0.64504648,5.57e-06,30331,0.13883241,False,0.37270377,0.14941589,0.00014503,,45,1
+13,10000000,-23.90625,64,True,862745,0.64504648,5.57e-06,30331,0.13883241,False,0.37270377,0.14941589,0.00014503,,45,2
+14,10000000,-23.515625,64,True,17544,0.87220035,1.34e-06,17045,0.1440217,False,0.35769599,0.24599159,1.2e-07,,45,0
+14,10000000,-23.453125,64,True,17544,0.87220035,1.34e-06,17045,0.1440217,False,0.35769599,0.24599159,1.2e-07,,45,1
+14,10000000,-23.65625,64,True,17544,0.87220035,1.34e-06,17045,0.1440217,False,0.35769599,0.24599159,1.2e-07,,45,2
+15,10000000,-23.328125,32,False,499124,0.66865818,0.00012868,26085,0.01639198,False,,,,,45,0
+15,10000000,-23.515625,32,False,499124,0.66865818,0.00012868,26085,0.01639198,False,,,,,45,1
+15,10000000,-23.984375,32,False,499124,0.66865818,0.00012868,26085,0.01639198,False,,,,,45,2
+16,10000000,-23.984375,32,True,251754,0.50459537,0.00011542,11245,0.14602219,False,0.92330931,0.7572416,1.32e-06,,45,0
+16,10000000,-23.28125,32,True,251754,0.50459537,0.00011542,11245,0.14602219,False,0.92330931,0.7572416,1.32e-06,,45,1
+16,10000000,-23.359375,32,True,251754,0.50459537,0.00011542,11245,0.14602219,False,0.92330931,0.7572416,1.32e-06,,45,2
 17,10000000,-23.078125,16,True,934655,0.94549454,0.0006448,32188,0.07218684,True,0.24804639,0.27688635,8.8e-07,619.0,45,0
 17,10000000,-23.921875,16,True,934655,0.94549454,0.0006448,32188,0.07218684,True,0.24804639,0.27688635,8.8e-07,619.0,45,1
 17,10000000,-23.6875,16,True,934655,0.94549454,0.0006448,32188,0.07218684,True,0.24804639,0.27688635,8.8e-07,619.0,45,2
 18,10000000,-23.9375,64,True,843944,0.52993895,6.515e-05,27971,0.05603194,True,0.38637474,0.34378629,1.01e-06,1268.0,45,0
 18,10000000,-23.8125,64,True,843944,0.52993895,6.515e-05,27971,0.05603194,True,0.38637474,0.34378629,1.01e-06,1268.0,45,1
 18,10000000,-23.125,64,True,843944,0.52993895,6.515e-05,27971,0.05603194,True,0.38637474,0.34378629,1.01e-06,1268.0,45,2
-19,10000000,-23.96875,16,False,486987,0.6988832,6.87e-05,26627,0.17082156,True,NaN,NaN,NaN,592.0,45,0
-19,10000000,-23.5625,16,False,486987,0.6988832,6.87e-05,26627,0.17082156,True,NaN,NaN,NaN,592.0,45,1
-19,10000000,-23.59375,16,False,486987,0.6988832,6.87e-05,26627,0.17082156,True,NaN,NaN,NaN,592.0,45,2
-20,10000000,-23.421875,32,True,704751,0.75045395,0.00473661,20133,0.15286141,False,0.43603291,0.20553747,2.4e-06,NaN,45,0
-20,10000000,-23.578125,32,True,704751,0.75045395,0.00473661,20133,0.15286141,False,0.43603291,0.20553747,2.4e-06,NaN,45,1
-20,10000000,-23.21875,32,True,704751,0.75045395,0.00473661,20133,0.15286141,False,0.43603291,0.20553747,2.4e-06,NaN,45,2
-21,10000000,-22.9375,64,True,756848,0.82006794,0.00036961,24304,0.16668876,False,0.55898618,0.40855784,1.7e-07,NaN,45,0
-21,10000000,-23.453125,64,True,756848,0.82006794,0.00036961,24304,0.16668876,False,0.55898618,0.40855784,1.7e-07,NaN,45,1
-21,10000000,-23.546875,64,True,756848,0.82006794,0.00036961,24304,0.16668876,False,0.55898618,0.40855784,1.7e-07,NaN,45,2
-22,10000000,-22.484375,64,False,211536,0.5735152,0.03186029,23787,0.13127414,True,NaN,NaN,NaN,1640.0,45,0
-22,10000000,-21.4375,64,False,211536,0.5735152,0.03186029,23787,0.13127414,True,NaN,NaN,NaN,1640.0,45,1
-22,10000000,-23.53125,64,False,211536,0.5735152,0.03186029,23787,0.13127414,True,NaN,NaN,NaN,1640.0,45,2
-23,10000000,-18.578125,16,True,998720,0.93564497,1.266e-05,13942,0.11115343,False,0.83211685,0.06332554,2.43e-06,NaN,45,0
-23,10000000,-16.171875,16,True,998720,0.93564497,1.266e-05,13942,0.11115343,False,0.83211685,0.06332554,2.43e-06,NaN,45,1
-23,10000000,-14.296875,16,True,998720,0.93564497,1.266e-05,13942,0.11115343,False,0.83211685,0.06332554,2.43e-06,NaN,45,2
-24,10000000,-23.78125,64,True,880565,0.7617753,0.00044985,1864,0.08560807,False,0.30390185,0.71119577,0.00063742,NaN,45,0
-24,10000000,-23.109375,64,True,880565,0.7617753,0.00044985,1864,0.08560807,False,0.30390185,0.71119577,0.00063742,NaN,45,1
-24,10000000,-23.671875,64,True,880565,0.7617753,0.00044985,1864,0.08560807,False,0.30390185,0.71119577,0.00063742,NaN,45,2
-25,10000000,-19.359375,32,True,532570,0.53631285,0.00579173,31991,0.12715917,False,0.57720295,0.90278465,0.00080943,NaN,45,0
-25,10000000,-17.484375,32,True,532570,0.53631285,0.00579173,31991,0.12715917,False,0.57720295,0.90278465,0.00080943,NaN,45,1
-25,10000000,-18.8125,32,True,532570,0.53631285,0.00579173,31991,0.12715917,False,0.57720295,0.90278465,0.00080943,NaN,45,2
-26,10000000,-23.953125,16,True,961010,0.62988177,0.00309472,15496,0.13597147,False,0.84401892,0.45552765,1.177e-05,NaN,45,0
-26,10000000,-22.234375,16,True,961010,0.62988177,0.00309472,15496,0.13597147,False,0.84401892,0.45552765,1.177e-05,NaN,45,1
-26,10000000,-23.421875,16,True,961010,0.62988177,0.00309472,15496,0.13597147,False,0.84401892,0.45552765,1.177e-05,NaN,45,2
-27,10000000,-22.265625,16,False,90767,0.76534557,6.56e-06,15883,0.10994409,True,NaN,NaN,NaN,1923.0,45,0
-27,10000000,-23.65625,16,False,90767,0.76534557,6.56e-06,15883,0.10994409,True,NaN,NaN,NaN,1923.0,45,1
-27,10000000,-23.15625,16,False,90767,0.76534557,6.56e-06,15883,0.10994409,True,NaN,NaN,NaN,1923.0,45,2
-28,10000000,-23.1875,32,False,728365,0.67152924,2.027e-05,3514,0.09799926,True,NaN,NaN,NaN,1179.0,45,0
-28,10000000,-23.40625,32,False,728365,0.67152924,2.027e-05,3514,0.09799926,True,NaN,NaN,NaN,1179.0,45,1
-28,10000000,-23.59375,32,False,728365,0.67152924,2.027e-05,3514,0.09799926,True,NaN,NaN,NaN,1179.0,45,2
-29,10000000,-23.96875,32,True,377967,0.53621336,7.173e-05,27947,0.02713309,False,0.39488728,0.0144529,0.00069043,NaN,45,0
-29,10000000,-23.984375,32,True,377967,0.53621336,7.173e-05,27947,0.02713309,False,0.39488728,0.0144529,0.00069043,NaN,45,1
-29,10000000,-23.875,32,True,377967,0.53621336,7.173e-05,27947,0.02713309,False,0.39488728,0.0144529,0.00069043,NaN,45,2
+19,10000000,-23.96875,16,False,486987,0.6988832,6.87e-05,26627,0.17082156,True,,,,592.0,45,0
+19,10000000,-23.5625,16,False,486987,0.6988832,6.87e-05,26627,0.17082156,True,,,,592.0,45,1
+19,10000000,-23.59375,16,False,486987,0.6988832,6.87e-05,26627,0.17082156,True,,,,592.0,45,2
+20,10000000,-23.421875,32,True,704751,0.75045395,0.00473661,20133,0.15286141,False,0.43603291,0.20553747,2.4e-06,,45,0
+20,10000000,-23.578125,32,True,704751,0.75045395,0.00473661,20133,0.15286141,False,0.43603291,0.20553747,2.4e-06,,45,1
+20,10000000,-23.21875,32,True,704751,0.75045395,0.00473661,20133,0.15286141,False,0.43603291,0.20553747,2.4e-06,,45,2
+21,10000000,-22.9375,64,True,756848,0.82006794,0.00036961,24304,0.16668876,False,0.55898618,0.40855784,1.7e-07,,45,0
+21,10000000,-23.453125,64,True,756848,0.82006794,0.00036961,24304,0.16668876,False,0.55898618,0.40855784,1.7e-07,,45,1
+21,10000000,-23.546875,64,True,756848,0.82006794,0.00036961,24304,0.16668876,False,0.55898618,0.40855784,1.7e-07,,45,2
+22,10000000,-22.484375,64,False,211536,0.5735152,0.03186029,23787,0.13127414,True,,,,1640.0,45,0
+22,10000000,-21.4375,64,False,211536,0.5735152,0.03186029,23787,0.13127414,True,,,,1640.0,45,1
+22,10000000,-23.53125,64,False,211536,0.5735152,0.03186029,23787,0.13127414,True,,,,1640.0,45,2
+23,10000000,-18.578125,16,True,998720,0.93564497,1.266e-05,13942,0.11115343,False,0.83211685,0.06332554,2.43e-06,,45,0
+23,10000000,-16.171875,16,True,998720,0.93564497,1.266e-05,13942,0.11115343,False,0.83211685,0.06332554,2.43e-06,,45,1
+23,10000000,-14.296875,16,True,998720,0.93564497,1.266e-05,13942,0.11115343,False,0.83211685,0.06332554,2.43e-06,,45,2
+24,10000000,-23.78125,64,True,880565,0.7617753,0.00044985,1864,0.08560807,False,0.30390185,0.71119577,0.00063742,,45,0
+24,10000000,-23.109375,64,True,880565,0.7617753,0.00044985,1864,0.08560807,False,0.30390185,0.71119577,0.00063742,,45,1
+24,10000000,-23.671875,64,True,880565,0.7617753,0.00044985,1864,0.08560807,False,0.30390185,0.71119577,0.00063742,,45,2
+25,10000000,-19.359375,32,True,532570,0.53631285,0.00579173,31991,0.12715917,False,0.57720295,0.90278465,0.00080943,,45,0
+25,10000000,-17.484375,32,True,532570,0.53631285,0.00579173,31991,0.12715917,False,0.57720295,0.90278465,0.00080943,,45,1
+25,10000000,-18.8125,32,True,532570,0.53631285,0.00579173,31991,0.12715917,False,0.57720295,0.90278465,0.00080943,,45,2
+26,10000000,-23.953125,16,True,961010,0.62988177,0.00309472,15496,0.13597147,False,0.84401892,0.45552765,1.177e-05,,45,0
+26,10000000,-22.234375,16,True,961010,0.62988177,0.00309472,15496,0.13597147,False,0.84401892,0.45552765,1.177e-05,,45,1
+26,10000000,-23.421875,16,True,961010,0.62988177,0.00309472,15496,0.13597147,False,0.84401892,0.45552765,1.177e-05,,45,2
+27,10000000,-22.265625,16,False,90767,0.76534557,6.56e-06,15883,0.10994409,True,,,,1923.0,45,0
+27,10000000,-23.65625,16,False,90767,0.76534557,6.56e-06,15883,0.10994409,True,,,,1923.0,45,1
+27,10000000,-23.15625,16,False,90767,0.76534557,6.56e-06,15883,0.10994409,True,,,,1923.0,45,2
+28,10000000,-23.1875,32,False,728365,0.67152924,2.027e-05,3514,0.09799926,True,,,,1179.0,45,0
+28,10000000,-23.40625,32,False,728365,0.67152924,2.027e-05,3514,0.09799926,True,,,,1179.0,45,1
+28,10000000,-23.59375,32,False,728365,0.67152924,2.027e-05,3514,0.09799926,True,,,,1179.0,45,2
+29,10000000,-23.96875,32,True,377967,0.53621336,7.173e-05,27947,0.02713309,False,0.39488728,0.0144529,0.00069043,,45,0
+29,10000000,-23.984375,32,True,377967,0.53621336,7.173e-05,27947,0.02713309,False,0.39488728,0.0144529,0.00069043,,45,1
+29,10000000,-23.875,32,True,377967,0.53621336,7.173e-05,27947,0.02713309,False,0.39488728,0.0144529,0.00069043,,45,2
 30,10000000,-23.09375,16,True,825107,0.70528816,9.84e-06,25088,0.02979732,True,0.19313655,0.68344098,7.1e-07,1292.0,45,0
 30,10000000,-23.40625,16,True,825107,0.70528816,9.84e-06,25088,0.02979732,True,0.19313655,0.68344098,7.1e-07,1292.0,45,1
 30,10000000,-23.625,16,True,825107,0.70528816,9.84e-06,25088,0.02979732,True,0.19313655,0.68344098,7.1e-07,1292.0,45,2
 31,10000000,-23.328125,16,True,490611,0.55751484,0.08168719,24664,0.13528732,True,0.32081606,0.72775454,7.452e-05,660.0,45,0
 31,10000000,-23.90625,16,True,490611,0.55751484,0.08168719,24664,0.13528732,True,0.32081606,0.72775454,7.452e-05,660.0,45,1
 31,10000000,-23.921875,16,True,490611,0.55751484,0.08168719,24664,0.13528732,True,0.32081606,0.72775454,7.452e-05,660.0,45,2
-0,10000000,-23.125,16,False,589718,0.60405949,7.71e-06,32658,0.09228211,True,NaN,NaN,NaN,1792.0,44,0
-0,10000000,-22.625,16,False,589718,0.60405949,7.71e-06,32658,0.09228211,True,NaN,NaN,NaN,1792.0,44,1
-0,10000000,-21.140625,16,False,589718,0.60405949,7.71e-06,32658,0.09228211,True,NaN,NaN,NaN,1792.0,44,2
-1,10000000,-23.984375,32,False,373781,0.82853814,0.00249302,31784,0.18237157,False,NaN,NaN,NaN,NaN,44,0
-1,10000000,-23.59375,32,False,373781,0.82853814,0.00249302,31784,0.18237157,False,NaN,NaN,NaN,NaN,44,1
-1,10000000,-22.96875,32,False,373781,0.82853814,0.00249302,31784,0.18237157,False,NaN,NaN,NaN,NaN,44,2
+0,10000000,-23.125,16,False,589718,0.60405949,7.71e-06,32658,0.09228211,True,,,,1792.0,44,0
+0,10000000,-22.625,16,False,589718,0.60405949,7.71e-06,32658,0.09228211,True,,,,1792.0,44,1
+0,10000000,-21.140625,16,False,589718,0.60405949,7.71e-06,32658,0.09228211,True,,,,1792.0,44,2
+1,10000000,-23.984375,32,False,373781,0.82853814,0.00249302,31784,0.18237157,False,,,,,44,0
+1,10000000,-23.59375,32,False,373781,0.82853814,0.00249302,31784,0.18237157,False,,,,,44,1
+1,10000000,-22.96875,32,False,373781,0.82853814,0.00249302,31784,0.18237157,False,,,,,44,2
 2,10000000,-23.140625,64,True,953994,0.60430254,1.54e-06,18277,0.1357826,True,0.80272739,0.11989336,9.536e-05,286.0,44,0
 2,10000000,-23.71875,64,True,953994,0.60430254,1.54e-06,18277,0.1357826,True,0.80272739,0.11989336,9.536e-05,286.0,44,1
 2,10000000,-22.875,64,True,953994,0.60430254,1.54e-06,18277,0.1357826,True,0.80272739,0.11989336,9.536e-05,286.0,44,2
-3,10000000,-23.625,32,False,996307,0.99326097,0.0007336,18912,0.02704446,True,NaN,NaN,NaN,764.0,44,0
-3,10000000,-23.40625,32,False,996307,0.99326097,0.0007336,18912,0.02704446,True,NaN,NaN,NaN,764.0,44,1
-3,10000000,-23.65625,32,False,996307,0.99326097,0.0007336,18912,0.02704446,True,NaN,NaN,NaN,764.0,44,2
-4,10000000,-18.546875,32,False,41086,0.98489732,0.00156647,30675,0.06718586,True,NaN,NaN,NaN,1576.0,44,0
-4,10000000,-19.75,32,False,41086,0.98489732,0.00156647,30675,0.06718586,True,NaN,NaN,NaN,1576.0,44,1
-4,10000000,-18.828125,32,False,41086,0.98489732,0.00156647,30675,0.06718586,True,NaN,NaN,NaN,1576.0,44,2
-5,10000000,-18.546875,64,False,244609,0.72418253,5.67e-06,13245,0.16218756,False,NaN,NaN,NaN,NaN,44,0
-5,10000000,-16.796875,64,False,244609,0.72418253,5.67e-06,13245,0.16218756,False,NaN,NaN,NaN,NaN,44,1
-5,10000000,-16.375,64,False,244609,0.72418253,5.67e-06,13245,0.16218756,False,NaN,NaN,NaN,NaN,44,2
-6,10000000,-23.8125,64,True,905933,0.68259777,2.201e-05,2577,0.0164435,False,0.42224099,0.95876342,4.844e-05,NaN,44,0
-6,10000000,-21.984375,64,True,905933,0.68259777,2.201e-05,2577,0.0164435,False,0.42224099,0.95876342,4.844e-05,NaN,44,1
-6,10000000,-23.921875,64,True,905933,0.68259777,2.201e-05,2577,0.0164435,False,0.42224099,0.95876342,4.844e-05,NaN,44,2
-7,10000000,-17.578125,32,False,517087,0.66923875,6.94e-06,7381,0.00677783,False,NaN,NaN,NaN,NaN,44,0
-7,10000000,-18.1875,32,False,517087,0.66923875,6.94e-06,7381,0.00677783,False,NaN,NaN,NaN,NaN,44,1
-7,10000000,-19.734375,32,False,517087,0.66923875,6.94e-06,7381,0.00677783,False,NaN,NaN,NaN,NaN,44,2
-8,10000000,-18.90625,32,True,689164,0.54086339,0.00374298,29297,0.10460269,False,0.67268371,0.23836616,0.0001286,NaN,44,0
-8,10000000,-17.421875,32,True,689164,0.54086339,0.00374298,29297,0.10460269,False,0.67268371,0.23836616,0.0001286,NaN,44,1
-8,10000000,-16.71875,32,True,689164,0.54086339,0.00374298,29297,0.10460269,False,0.67268371,0.23836616,0.0001286,NaN,44,2
+3,10000000,-23.625,32,False,996307,0.99326097,0.0007336,18912,0.02704446,True,,,,764.0,44,0
+3,10000000,-23.40625,32,False,996307,0.99326097,0.0007336,18912,0.02704446,True,,,,764.0,44,1
+3,10000000,-23.65625,32,False,996307,0.99326097,0.0007336,18912,0.02704446,True,,,,764.0,44,2
+4,10000000,-18.546875,32,False,41086,0.98489732,0.00156647,30675,0.06718586,True,,,,1576.0,44,0
+4,10000000,-19.75,32,False,41086,0.98489732,0.00156647,30675,0.06718586,True,,,,1576.0,44,1
+4,10000000,-18.828125,32,False,41086,0.98489732,0.00156647,30675,0.06718586,True,,,,1576.0,44,2
+5,10000000,-18.546875,64,False,244609,0.72418253,5.67e-06,13245,0.16218756,False,,,,,44,0
+5,10000000,-16.796875,64,False,244609,0.72418253,5.67e-06,13245,0.16218756,False,,,,,44,1
+5,10000000,-16.375,64,False,244609,0.72418253,5.67e-06,13245,0.16218756,False,,,,,44,2
+6,10000000,-23.8125,64,True,905933,0.68259777,2.201e-05,2577,0.0164435,False,0.42224099,0.95876342,4.844e-05,,44,0
+6,10000000,-21.984375,64,True,905933,0.68259777,2.201e-05,2577,0.0164435,False,0.42224099,0.95876342,4.844e-05,,44,1
+6,10000000,-23.921875,64,True,905933,0.68259777,2.201e-05,2577,0.0164435,False,0.42224099,0.95876342,4.844e-05,,44,2
+7,10000000,-17.578125,32,False,517087,0.66923875,6.94e-06,7381,0.00677783,False,,,,,44,0
+7,10000000,-18.1875,32,False,517087,0.66923875,6.94e-06,7381,0.00677783,False,,,,,44,1
+7,10000000,-19.734375,32,False,517087,0.66923875,6.94e-06,7381,0.00677783,False,,,,,44,2
+8,10000000,-18.90625,32,True,689164,0.54086339,0.00374298,29297,0.10460269,False,0.67268371,0.23836616,0.0001286,,44,0
+8,10000000,-17.421875,32,True,689164,0.54086339,0.00374298,29297,0.10460269,False,0.67268371,0.23836616,0.0001286,,44,1
+8,10000000,-16.71875,32,True,689164,0.54086339,0.00374298,29297,0.10460269,False,0.67268371,0.23836616,0.0001286,,44,2
 9,10000000,-15.171875,64,True,537645,0.8682593,0.00319804,10845,0.00659377,True,0.40360285,0.37012879,7.836e-05,1870.0,44,0
 9,10000000,-18.03125,64,True,537645,0.8682593,0.00319804,10845,0.00659377,True,0.40360285,0.37012879,7.836e-05,1870.0,44,1
 9,10000000,-16.15625,64,True,537645,0.8682593,0.00319804,10845,0.00659377,True,0.40360285,0.37012879,7.836e-05,1870.0,44,2
-10,10000000,-14.96875,64,False,96307,0.81979662,1.797e-05,10496,0.01193474,False,NaN,NaN,NaN,NaN,44,0
-10,10000000,-15.765625,64,False,96307,0.81979662,1.797e-05,10496,0.01193474,False,NaN,NaN,NaN,NaN,44,1
-10,10000000,-17.046875,64,False,96307,0.81979662,1.797e-05,10496,0.01193474,False,NaN,NaN,NaN,NaN,44,2
-11,10000000,-23.90625,32,False,283653,0.86240061,0.03779499,31630,0.11523619,True,NaN,NaN,NaN,1867.0,44,0
-11,10000000,-21.765625,32,False,283653,0.86240061,0.03779499,31630,0.11523619,True,NaN,NaN,NaN,1867.0,44,1
-11,10000000,-22.078125,32,False,283653,0.86240061,0.03779499,31630,0.11523619,True,NaN,NaN,NaN,1867.0,44,2
-12,10000000,-23.9375,64,False,433521,0.8482017,3.535e-05,5877,0.17358523,True,NaN,NaN,NaN,153.0,44,0
-12,10000000,-23.671875,64,False,433521,0.8482017,3.535e-05,5877,0.17358523,True,NaN,NaN,NaN,153.0,44,1
-12,10000000,-21.65625,64,False,433521,0.8482017,3.535e-05,5877,0.17358523,True,NaN,NaN,NaN,153.0,44,2
-13,10000000,-23.78125,32,False,478425,0.75842209,9.46e-06,27435,0.19079576,True,NaN,NaN,NaN,1262.0,44,0
-13,10000000,-23.953125,32,False,478425,0.75842209,9.46e-06,27435,0.19079576,True,NaN,NaN,NaN,1262.0,44,1
-13,10000000,-23.28125,32,False,478425,0.75842209,9.46e-06,27435,0.19079576,True,NaN,NaN,NaN,1262.0,44,2
-14,10000000,-23.203125,32,False,441090,0.72533733,6.42e-06,2150,0.05900273,True,NaN,NaN,NaN,256.0,44,0
-14,10000000,-15.796875,32,False,441090,0.72533733,6.42e-06,2150,0.05900273,True,NaN,NaN,NaN,256.0,44,1
-14,10000000,-23.5,32,False,441090,0.72533733,6.42e-06,2150,0.05900273,True,NaN,NaN,NaN,256.0,44,2
-15,10000000,-17.1875,64,True,598870,0.68280764,0.07641403,22427,0.05413298,False,0.5483089,0.02878665,7.989e-05,NaN,44,0
-15,10000000,-16.609375,64,True,598870,0.68280764,0.07641403,22427,0.05413298,False,0.5483089,0.02878665,7.989e-05,NaN,44,1
-15,10000000,-17.6875,64,True,598870,0.68280764,0.07641403,22427,0.05413298,False,0.5483089,0.02878665,7.989e-05,NaN,44,2
-16,10000000,-23.921875,16,False,313123,0.80690893,0.00346318,15561,0.19232679,True,NaN,NaN,NaN,47.0,44,0
-16,10000000,-23.8125,16,False,313123,0.80690893,0.00346318,15561,0.19232679,True,NaN,NaN,NaN,47.0,44,1
-16,10000000,-23.984375,16,False,313123,0.80690893,0.00346318,15561,0.19232679,True,NaN,NaN,NaN,47.0,44,2
-17,10000000,-23.25,32,False,519866,0.92492878,4.072e-05,12819,0.02197567,False,NaN,NaN,NaN,NaN,44,0
-17,10000000,-23.5625,32,False,519866,0.92492878,4.072e-05,12819,0.02197567,False,NaN,NaN,NaN,NaN,44,1
-17,10000000,-23.953125,32,False,519866,0.92492878,4.072e-05,12819,0.02197567,False,NaN,NaN,NaN,NaN,44,2
+10,10000000,-14.96875,64,False,96307,0.81979662,1.797e-05,10496,0.01193474,False,,,,,44,0
+10,10000000,-15.765625,64,False,96307,0.81979662,1.797e-05,10496,0.01193474,False,,,,,44,1
+10,10000000,-17.046875,64,False,96307,0.81979662,1.797e-05,10496,0.01193474,False,,,,,44,2
+11,10000000,-23.90625,32,False,283653,0.86240061,0.03779499,31630,0.11523619,True,,,,1867.0,44,0
+11,10000000,-21.765625,32,False,283653,0.86240061,0.03779499,31630,0.11523619,True,,,,1867.0,44,1
+11,10000000,-22.078125,32,False,283653,0.86240061,0.03779499,31630,0.11523619,True,,,,1867.0,44,2
+12,10000000,-23.9375,64,False,433521,0.8482017,3.535e-05,5877,0.17358523,True,,,,153.0,44,0
+12,10000000,-23.671875,64,False,433521,0.8482017,3.535e-05,5877,0.17358523,True,,,,153.0,44,1
+12,10000000,-21.65625,64,False,433521,0.8482017,3.535e-05,5877,0.17358523,True,,,,153.0,44,2
+13,10000000,-23.78125,32,False,478425,0.75842209,9.46e-06,27435,0.19079576,True,,,,1262.0,44,0
+13,10000000,-23.953125,32,False,478425,0.75842209,9.46e-06,27435,0.19079576,True,,,,1262.0,44,1
+13,10000000,-23.28125,32,False,478425,0.75842209,9.46e-06,27435,0.19079576,True,,,,1262.0,44,2
+14,10000000,-23.203125,32,False,441090,0.72533733,6.42e-06,2150,0.05900273,True,,,,256.0,44,0
+14,10000000,-15.796875,32,False,441090,0.72533733,6.42e-06,2150,0.05900273,True,,,,256.0,44,1
+14,10000000,-23.5,32,False,441090,0.72533733,6.42e-06,2150,0.05900273,True,,,,256.0,44,2
+15,10000000,-17.1875,64,True,598870,0.68280764,0.07641403,22427,0.05413298,False,0.5483089,0.02878665,7.989e-05,,44,0
+15,10000000,-16.609375,64,True,598870,0.68280764,0.07641403,22427,0.05413298,False,0.5483089,0.02878665,7.989e-05,,44,1
+15,10000000,-17.6875,64,True,598870,0.68280764,0.07641403,22427,0.05413298,False,0.5483089,0.02878665,7.989e-05,,44,2
+16,10000000,-23.921875,16,False,313123,0.80690893,0.00346318,15561,0.19232679,True,,,,47.0,44,0
+16,10000000,-23.8125,16,False,313123,0.80690893,0.00346318,15561,0.19232679,True,,,,47.0,44,1
+16,10000000,-23.984375,16,False,313123,0.80690893,0.00346318,15561,0.19232679,True,,,,47.0,44,2
+17,10000000,-23.25,32,False,519866,0.92492878,4.072e-05,12819,0.02197567,False,,,,,44,0
+17,10000000,-23.5625,32,False,519866,0.92492878,4.072e-05,12819,0.02197567,False,,,,,44,1
+17,10000000,-23.953125,32,False,519866,0.92492878,4.072e-05,12819,0.02197567,False,,,,,44,2
 18,10000000,-23.390625,64,True,115229,0.60494726,0.00012996,14588,0.12162383,True,0.86229748,0.50834524,4.312e-05,1507.0,44,0
 18,10000000,-23.53125,64,True,115229,0.60494726,0.00012996,14588,0.12162383,True,0.86229748,0.50834524,4.312e-05,1507.0,44,1
 18,10000000,-23.546875,64,True,115229,0.60494726,0.00012996,14588,0.12162383,True,0.86229748,0.50834524,4.312e-05,1507.0,44,2
-19,10000000,-15.53125,64,False,222963,0.80905051,0.03469657,18830,0.00876797,True,NaN,NaN,NaN,1795.0,44,0
-19,10000000,-17.78125,64,False,222963,0.80905051,0.03469657,18830,0.00876797,True,NaN,NaN,NaN,1795.0,44,1
-19,10000000,-17.140625,64,False,222963,0.80905051,0.03469657,18830,0.00876797,True,NaN,NaN,NaN,1795.0,44,2
+19,10000000,-15.53125,64,False,222963,0.80905051,0.03469657,18830,0.00876797,True,,,,1795.0,44,0
+19,10000000,-17.78125,64,False,222963,0.80905051,0.03469657,18830,0.00876797,True,,,,1795.0,44,1
+19,10000000,-17.140625,64,False,222963,0.80905051,0.03469657,18830,0.00876797,True,,,,1795.0,44,2
 20,10000000,-13.359375,32,True,365369,0.80144093,0.00013133,30855,0.11925091,True,0.86674628,0.14042078,4.431e-05,1510.0,44,0
 20,10000000,-17.640625,32,True,365369,0.80144093,0.00013133,30855,0.11925091,True,0.86674628,0.14042078,4.431e-05,1510.0,44,1
 20,10000000,-13.953125,32,True,365369,0.80144093,0.00013133,30855,0.11925091,True,0.86674628,0.14042078,4.431e-05,1510.0,44,2
-21,10000000,-23.3125,32,True,988112,0.99655393,0.00070161,31154,0.07583851,False,0.20648897,0.36309968,5.5e-07,NaN,44,0
-21,10000000,-23.46875,32,True,988112,0.99655393,0.00070161,31154,0.07583851,False,0.20648897,0.36309968,5.5e-07,NaN,44,1
-21,10000000,-23.0625,32,True,988112,0.99655393,0.00070161,31154,0.07583851,False,0.20648897,0.36309968,5.5e-07,NaN,44,2
-22,10000000,-11.75,16,True,776702,0.96007593,6.92e-06,27043,0.02226595,False,0.01421499,0.97037268,0.00012732,NaN,44,0
-22,10000000,-16.265625,16,True,776702,0.96007593,6.92e-06,27043,0.02226595,False,0.01421499,0.97037268,0.00012732,NaN,44,1
-22,10000000,-15.40625,16,True,776702,0.96007593,6.92e-06,27043,0.02226595,False,0.01421499,0.97037268,0.00012732,NaN,44,2
-23,10000000,-23.640625,32,False,811258,0.80786877,0.00865559,19484,0.15374119,False,NaN,NaN,NaN,NaN,44,0
-23,10000000,-22.734375,32,False,811258,0.80786877,0.00865559,19484,0.15374119,False,NaN,NaN,NaN,NaN,44,1
-23,10000000,-23.359375,32,False,811258,0.80786877,0.00865559,19484,0.15374119,False,NaN,NaN,NaN,NaN,44,2
+21,10000000,-23.3125,32,True,988112,0.99655393,0.00070161,31154,0.07583851,False,0.20648897,0.36309968,5.5e-07,,44,0
+21,10000000,-23.46875,32,True,988112,0.99655393,0.00070161,31154,0.07583851,False,0.20648897,0.36309968,5.5e-07,,44,1
+21,10000000,-23.0625,32,True,988112,0.99655393,0.00070161,31154,0.07583851,False,0.20648897,0.36309968,5.5e-07,,44,2
+22,10000000,-11.75,16,True,776702,0.96007593,6.92e-06,27043,0.02226595,False,0.01421499,0.97037268,0.00012732,,44,0
+22,10000000,-16.265625,16,True,776702,0.96007593,6.92e-06,27043,0.02226595,False,0.01421499,0.97037268,0.00012732,,44,1
+22,10000000,-15.40625,16,True,776702,0.96007593,6.92e-06,27043,0.02226595,False,0.01421499,0.97037268,0.00012732,,44,2
+23,10000000,-23.640625,32,False,811258,0.80786877,0.00865559,19484,0.15374119,False,,,,,44,0
+23,10000000,-22.734375,32,False,811258,0.80786877,0.00865559,19484,0.15374119,False,,,,,44,1
+23,10000000,-23.359375,32,False,811258,0.80786877,0.00865559,19484,0.15374119,False,,,,,44,2
 24,10000000,-23.171875,16,True,317501,0.87447229,7.187e-05,18422,0.01035184,True,0.15541522,0.46457677,3.784e-05,1422.0,44,0
 24,10000000,-23.5625,16,True,317501,0.87447229,7.187e-05,18422,0.01035184,True,0.15541522,0.46457677,3.784e-05,1422.0,44,1
 24,10000000,-23.984375,16,True,317501,0.87447229,7.187e-05,18422,0.01035184,True,0.15541522,0.46457677,3.784e-05,1422.0,44,2
-25,10000000,-23.375,16,False,940884,0.52845414,9.68e-06,24699,0.00161772,False,NaN,NaN,NaN,NaN,44,0
-25,10000000,-23.90625,16,False,940884,0.52845414,9.68e-06,24699,0.00161772,False,NaN,NaN,NaN,NaN,44,1
-25,10000000,-23.109375,16,False,940884,0.52845414,9.68e-06,24699,0.00161772,False,NaN,NaN,NaN,NaN,44,2
-26,10000000,-18.46875,32,False,172748,0.61692492,1.187e-05,1159,0.19423092,True,NaN,NaN,NaN,1261.0,44,0
-26,10000000,-15.75,32,False,172748,0.61692492,1.187e-05,1159,0.19423092,True,NaN,NaN,NaN,1261.0,44,1
-26,10000000,-16.75,32,False,172748,0.61692492,1.187e-05,1159,0.19423092,True,NaN,NaN,NaN,1261.0,44,2
-27,10000000,-23.265625,16,False,266431,0.78731636,2.558e-05,11924,0.09110375,True,NaN,NaN,NaN,669.0,44,0
-27,10000000,-23.375,16,False,266431,0.78731636,2.558e-05,11924,0.09110375,True,NaN,NaN,NaN,669.0,44,1
-27,10000000,-23.953125,16,False,266431,0.78731636,2.558e-05,11924,0.09110375,True,NaN,NaN,NaN,669.0,44,2
-28,10000000,-15.546875,32,False,95875,0.64273057,0.00063539,1610,0.01127186,False,NaN,NaN,NaN,NaN,44,0
-28,10000000,-12.9375,32,False,95875,0.64273057,0.00063539,1610,0.01127186,False,NaN,NaN,NaN,NaN,44,1
-28,10000000,-19.25,32,False,95875,0.64273057,0.00063539,1610,0.01127186,False,NaN,NaN,NaN,NaN,44,2
-29,10000000,-13.4375,16,False,695888,0.57236257,0.02613718,9235,0.08743452,False,NaN,NaN,NaN,NaN,44,0
-29,10000000,-17.0,16,False,695888,0.57236257,0.02613718,9235,0.08743452,False,NaN,NaN,NaN,NaN,44,1
-29,10000000,-16.8125,16,False,695888,0.57236257,0.02613718,9235,0.08743452,False,NaN,NaN,NaN,NaN,44,2
-30,10000000,-23.140625,32,False,618432,0.79282833,0.01354785,20284,0.06091387,True,NaN,NaN,NaN,1315.0,44,0
-30,10000000,-23.921875,32,False,618432,0.79282833,0.01354785,20284,0.06091387,True,NaN,NaN,NaN,1315.0,44,1
-30,10000000,-23.859375,32,False,618432,0.79282833,0.01354785,20284,0.06091387,True,NaN,NaN,NaN,1315.0,44,2
+25,10000000,-23.375,16,False,940884,0.52845414,9.68e-06,24699,0.00161772,False,,,,,44,0
+25,10000000,-23.90625,16,False,940884,0.52845414,9.68e-06,24699,0.00161772,False,,,,,44,1
+25,10000000,-23.109375,16,False,940884,0.52845414,9.68e-06,24699,0.00161772,False,,,,,44,2
+26,10000000,-18.46875,32,False,172748,0.61692492,1.187e-05,1159,0.19423092,True,,,,1261.0,44,0
+26,10000000,-15.75,32,False,172748,0.61692492,1.187e-05,1159,0.19423092,True,,,,1261.0,44,1
+26,10000000,-16.75,32,False,172748,0.61692492,1.187e-05,1159,0.19423092,True,,,,1261.0,44,2
+27,10000000,-23.265625,16,False,266431,0.78731636,2.558e-05,11924,0.09110375,True,,,,669.0,44,0
+27,10000000,-23.375,16,False,266431,0.78731636,2.558e-05,11924,0.09110375,True,,,,669.0,44,1
+27,10000000,-23.953125,16,False,266431,0.78731636,2.558e-05,11924,0.09110375,True,,,,669.0,44,2
+28,10000000,-15.546875,32,False,95875,0.64273057,0.00063539,1610,0.01127186,False,,,,,44,0
+28,10000000,-12.9375,32,False,95875,0.64273057,0.00063539,1610,0.01127186,False,,,,,44,1
+28,10000000,-19.25,32,False,95875,0.64273057,0.00063539,1610,0.01127186,False,,,,,44,2
+29,10000000,-13.4375,16,False,695888,0.57236257,0.02613718,9235,0.08743452,False,,,,,44,0
+29,10000000,-17.0,16,False,695888,0.57236257,0.02613718,9235,0.08743452,False,,,,,44,1
+29,10000000,-16.8125,16,False,695888,0.57236257,0.02613718,9235,0.08743452,False,,,,,44,2
+30,10000000,-23.140625,32,False,618432,0.79282833,0.01354785,20284,0.06091387,True,,,,1315.0,44,0
+30,10000000,-23.921875,32,False,618432,0.79282833,0.01354785,20284,0.06091387,True,,,,1315.0,44,1
+30,10000000,-23.859375,32,False,618432,0.79282833,0.01354785,20284,0.06091387,True,,,,1315.0,44,2
 31,10000000,-23.859375,16,True,901205,0.73032232,0.01657343,19857,0.11368382,True,0.07341311,0.39255862,8.36e-06,72.0,44,0
 31,10000000,-23.390625,16,True,901205,0.73032232,0.01657343,19857,0.11368382,True,0.07341311,0.39255862,8.36e-06,72.0,44,1
 31,10000000,-23.59375,16,True,901205,0.73032232,0.01657343,19857,0.11368382,True,0.07341311,0.39255862,8.36e-06,72.0,44,2
 0,10000000,-21.890625,16,True,148418,0.51450691,1.92e-06,11951,0.12449376,True,0.30502347,0.64000994,2.6e-07,1916.0,43,0
 0,10000000,-23.953125,16,True,148418,0.51450691,1.92e-06,11951,0.12449376,True,0.30502347,0.64000994,2.6e-07,1916.0,43,1
 0,10000000,-20.890625,16,True,148418,0.51450691,1.92e-06,11951,0.12449376,True,0.30502347,0.64000994,2.6e-07,1916.0,43,2
-1,10000000,-23.515625,32,False,429269,0.863494,0.00050139,12804,0.13971023,False,NaN,NaN,NaN,NaN,43,0
-1,10000000,-23.203125,32,False,429269,0.863494,0.00050139,12804,0.13971023,False,NaN,NaN,NaN,NaN,43,1
-1,10000000,-21.890625,32,False,429269,0.863494,0.00050139,12804,0.13971023,False,NaN,NaN,NaN,NaN,43,2
-2,10000000,-20.734375,32,False,703127,0.55167626,0.00378003,13052,0.12356617,False,NaN,NaN,NaN,NaN,43,0
-2,10000000,-23.84375,32,False,703127,0.55167626,0.00378003,13052,0.12356617,False,NaN,NaN,NaN,NaN,43,1
-2,10000000,-22.203125,32,False,703127,0.55167626,0.00378003,13052,0.12356617,False,NaN,NaN,NaN,NaN,43,2
-3,10000000,-23.765625,64,True,594904,0.51288642,0.0643116,7254,0.03266836,False,0.29556404,0.03487309,1.24e-06,NaN,43,0
-3,10000000,-23.9375,64,True,594904,0.51288642,0.0643116,7254,0.03266836,False,0.29556404,0.03487309,1.24e-06,NaN,43,1
-3,10000000,-23.609375,64,True,594904,0.51288642,0.0643116,7254,0.03266836,False,0.29556404,0.03487309,1.24e-06,NaN,43,2
-4,10000000,-23.125,64,True,986125,0.52123872,0.00054487,25405,0.11223161,False,0.04849239,0.71561607,2.642e-05,NaN,43,0
-4,10000000,-23.515625,64,True,986125,0.52123872,0.00054487,25405,0.11223161,False,0.04849239,0.71561607,2.642e-05,NaN,43,1
-4,10000000,-23.5,64,True,986125,0.52123872,0.00054487,25405,0.11223161,False,0.04849239,0.71561607,2.642e-05,NaN,43,2
+1,10000000,-23.515625,32,False,429269,0.863494,0.00050139,12804,0.13971023,False,,,,,43,0
+1,10000000,-23.203125,32,False,429269,0.863494,0.00050139,12804,0.13971023,False,,,,,43,1
+1,10000000,-21.890625,32,False,429269,0.863494,0.00050139,12804,0.13971023,False,,,,,43,2
+2,10000000,-20.734375,32,False,703127,0.55167626,0.00378003,13052,0.12356617,False,,,,,43,0
+2,10000000,-23.84375,32,False,703127,0.55167626,0.00378003,13052,0.12356617,False,,,,,43,1
+2,10000000,-22.203125,32,False,703127,0.55167626,0.00378003,13052,0.12356617,False,,,,,43,2
+3,10000000,-23.765625,64,True,594904,0.51288642,0.0643116,7254,0.03266836,False,0.29556404,0.03487309,1.24e-06,,43,0
+3,10000000,-23.9375,64,True,594904,0.51288642,0.0643116,7254,0.03266836,False,0.29556404,0.03487309,1.24e-06,,43,1
+3,10000000,-23.609375,64,True,594904,0.51288642,0.0643116,7254,0.03266836,False,0.29556404,0.03487309,1.24e-06,,43,2
+4,10000000,-23.125,64,True,986125,0.52123872,0.00054487,25405,0.11223161,False,0.04849239,0.71561607,2.642e-05,,43,0
+4,10000000,-23.515625,64,True,986125,0.52123872,0.00054487,25405,0.11223161,False,0.04849239,0.71561607,2.642e-05,,43,1
+4,10000000,-23.5,64,True,986125,0.52123872,0.00054487,25405,0.11223161,False,0.04849239,0.71561607,2.642e-05,,43,2
 5,10000000,-23.953125,32,True,909958,0.90860779,0.01269545,24109,0.14323636,True,0.65142926,0.49566474,4.99e-06,1661.0,43,0
 5,10000000,-23.375,32,True,909958,0.90860779,0.01269545,24109,0.14323636,True,0.65142926,0.49566474,4.99e-06,1661.0,43,1
 5,10000000,-23.921875,32,True,909958,0.90860779,0.01269545,24109,0.14323636,True,0.65142926,0.49566474,4.99e-06,1661.0,43,2
 6,10000000,-23.90625,32,True,521987,0.8028128,0.02629745,19795,0.02227117,True,0.87938607,0.33230572,8.9e-07,174.0,43,0
 6,10000000,-23.625,32,True,521987,0.8028128,0.02629745,19795,0.02227117,True,0.87938607,0.33230572,8.9e-07,174.0,43,1
 6,10000000,-23.8125,32,True,521987,0.8028128,0.02629745,19795,0.02227117,True,0.87938607,0.33230572,8.9e-07,174.0,43,2
-7,10000000,-18.078125,32,False,9806,0.87741256,0.01128676,21869,0.05304896,False,NaN,NaN,NaN,NaN,43,0
-7,10000000,-19.015625,32,False,9806,0.87741256,0.01128676,21869,0.05304896,False,NaN,NaN,NaN,NaN,43,1
-7,10000000,-15.28125,32,False,9806,0.87741256,0.01128676,21869,0.05304896,False,NaN,NaN,NaN,NaN,43,2
+7,10000000,-18.078125,32,False,9806,0.87741256,0.01128676,21869,0.05304896,False,,,,,43,0
+7,10000000,-19.015625,32,False,9806,0.87741256,0.01128676,21869,0.05304896,False,,,,,43,1
+7,10000000,-15.28125,32,False,9806,0.87741256,0.01128676,21869,0.05304896,False,,,,,43,2
 8,10000000,-15.515625,32,True,29675,0.53125466,0.06410809,24200,0.16508688,True,0.59551776,0.04225788,0.00049898,1262.0,43,0
 8,10000000,-15.796875,32,True,29675,0.53125466,0.06410809,24200,0.16508688,True,0.59551776,0.04225788,0.00049898,1262.0,43,1
 8,10000000,-17.734375,32,True,29675,0.53125466,0.06410809,24200,0.16508688,True,0.59551776,0.04225788,0.00049898,1262.0,43,2
-9,10000000,-23.828125,32,False,522427,0.69483074,0.02143603,1353,0.13615251,True,NaN,NaN,NaN,1103.0,43,0
-9,10000000,-23.984375,32,False,522427,0.69483074,0.02143603,1353,0.13615251,True,NaN,NaN,NaN,1103.0,43,1
-9,10000000,-23.546875,32,False,522427,0.69483074,0.02143603,1353,0.13615251,True,NaN,NaN,NaN,1103.0,43,2
-10,10000000,-17.96875,16,False,835572,0.84696132,0.00532658,25794,0.12273959,True,NaN,NaN,NaN,1044.0,43,0
-10,10000000,-17.90625,16,False,835572,0.84696132,0.00532658,25794,0.12273959,True,NaN,NaN,NaN,1044.0,43,1
-10,10000000,-17.40625,16,False,835572,0.84696132,0.00532658,25794,0.12273959,True,NaN,NaN,NaN,1044.0,43,2
+9,10000000,-23.828125,32,False,522427,0.69483074,0.02143603,1353,0.13615251,True,,,,1103.0,43,0
+9,10000000,-23.984375,32,False,522427,0.69483074,0.02143603,1353,0.13615251,True,,,,1103.0,43,1
+9,10000000,-23.546875,32,False,522427,0.69483074,0.02143603,1353,0.13615251,True,,,,1103.0,43,2
+10,10000000,-17.96875,16,False,835572,0.84696132,0.00532658,25794,0.12273959,True,,,,1044.0,43,0
+10,10000000,-17.90625,16,False,835572,0.84696132,0.00532658,25794,0.12273959,True,,,,1044.0,43,1
+10,10000000,-17.40625,16,False,835572,0.84696132,0.00532658,25794,0.12273959,True,,,,1044.0,43,2
 11,10000000,-22.15625,16,True,886405,0.52217686,0.00106021,3534,0.00214077,True,0.13110547,0.37082164,1.02e-06,1321.0,43,0
 11,10000000,-19.109375,16,True,886405,0.52217686,0.00106021,3534,0.00214077,True,0.13110547,0.37082164,1.02e-06,1321.0,43,1
 11,10000000,-20.421875,16,True,886405,0.52217686,0.00106021,3534,0.00214077,True,0.13110547,0.37082164,1.02e-06,1321.0,43,2
-12,10000000,-17.625,16,False,40974,0.71669072,8.39e-06,29508,0.19165032,False,NaN,NaN,NaN,NaN,43,0
-12,10000000,-17.984375,16,False,40974,0.71669072,8.39e-06,29508,0.19165032,False,NaN,NaN,NaN,NaN,43,1
-12,10000000,-17.828125,16,False,40974,0.71669072,8.39e-06,29508,0.19165032,False,NaN,NaN,NaN,NaN,43,2
-13,10000000,-23.546875,32,True,603869,0.76430956,5.15e-06,26665,0.06547298,False,0.54641455,0.62943327,1.285e-05,NaN,43,0
-13,10000000,-23.125,32,True,603869,0.76430956,5.15e-06,26665,0.06547298,False,0.54641455,0.62943327,1.285e-05,NaN,43,1
-13,10000000,-23.4375,32,True,603869,0.76430956,5.15e-06,26665,0.06547298,False,0.54641455,0.62943327,1.285e-05,NaN,43,2
-14,10000000,-23.984375,32,False,86524,0.54829672,4.56e-06,24278,0.01546573,False,NaN,NaN,NaN,NaN,43,0
-14,10000000,-23.015625,32,False,86524,0.54829672,4.56e-06,24278,0.01546573,False,NaN,NaN,NaN,NaN,43,1
-14,10000000,-23.59375,32,False,86524,0.54829672,4.56e-06,24278,0.01546573,False,NaN,NaN,NaN,NaN,43,2
+12,10000000,-17.625,16,False,40974,0.71669072,8.39e-06,29508,0.19165032,False,,,,,43,0
+12,10000000,-17.984375,16,False,40974,0.71669072,8.39e-06,29508,0.19165032,False,,,,,43,1
+12,10000000,-17.828125,16,False,40974,0.71669072,8.39e-06,29508,0.19165032,False,,,,,43,2
+13,10000000,-23.546875,32,True,603869,0.76430956,5.15e-06,26665,0.06547298,False,0.54641455,0.62943327,1.285e-05,,43,0
+13,10000000,-23.125,32,True,603869,0.76430956,5.15e-06,26665,0.06547298,False,0.54641455,0.62943327,1.285e-05,,43,1
+13,10000000,-23.4375,32,True,603869,0.76430956,5.15e-06,26665,0.06547298,False,0.54641455,0.62943327,1.285e-05,,43,2
+14,10000000,-23.984375,32,False,86524,0.54829672,4.56e-06,24278,0.01546573,False,,,,,43,0
+14,10000000,-23.015625,32,False,86524,0.54829672,4.56e-06,24278,0.01546573,False,,,,,43,1
+14,10000000,-23.59375,32,False,86524,0.54829672,4.56e-06,24278,0.01546573,False,,,,,43,2
 15,10000000,-10.78125,32,True,75619,0.68560804,0.00688548,18790,0.05873449,True,0.20716478,0.35476643,3.6e-07,1746.0,43,0
 15,10000000,-16.671875,32,True,75619,0.68560804,0.00688548,18790,0.05873449,True,0.20716478,0.35476643,3.6e-07,1746.0,43,1
 15,10000000,-16.203125,32,True,75619,0.68560804,0.00688548,18790,0.05873449,True,0.20716478,0.35476643,3.6e-07,1746.0,43,2
-16,10000000,-23.296875,32,True,263118,0.90042067,4.06e-06,15192,0.09810727,False,0.62576684,0.6031775,1.1e-07,NaN,43,0
-16,10000000,-23.515625,32,True,263118,0.90042067,4.06e-06,15192,0.09810727,False,0.62576684,0.6031775,1.1e-07,NaN,43,1
-16,10000000,-23.953125,32,True,263118,0.90042067,4.06e-06,15192,0.09810727,False,0.62576684,0.6031775,1.1e-07,NaN,43,2
-17,10000000,-23.984375,64,False,272678,0.96060094,2.53e-06,6312,0.18186798,True,NaN,NaN,NaN,400.0,43,0
-17,10000000,-23.890625,64,False,272678,0.96060094,2.53e-06,6312,0.18186798,True,NaN,NaN,NaN,400.0,43,1
-17,10000000,-22.921875,64,False,272678,0.96060094,2.53e-06,6312,0.18186798,True,NaN,NaN,NaN,400.0,43,2
-18,10000000,-16.8125,32,False,371444,0.65978105,0.0022267,8500,0.00407235,False,NaN,NaN,NaN,NaN,43,0
-18,10000000,-18.390625,32,False,371444,0.65978105,0.0022267,8500,0.00407235,False,NaN,NaN,NaN,NaN,43,1
-18,10000000,-15.890625,32,False,371444,0.65978105,0.0022267,8500,0.00407235,False,NaN,NaN,NaN,NaN,43,2
-19,10000000,-23.921875,16,False,353863,0.73097038,1.77e-06,13126,0.14856988,False,NaN,NaN,NaN,NaN,43,0
-19,10000000,-23.296875,16,False,353863,0.73097038,1.77e-06,13126,0.14856988,False,NaN,NaN,NaN,NaN,43,1
-19,10000000,-23.5,16,False,353863,0.73097038,1.77e-06,13126,0.14856988,False,NaN,NaN,NaN,NaN,43,2
-20,10000000,-23.90625,64,True,309592,0.66128216,0.00243535,27038,0.03243551,False,0.83828921,0.426142,4.33e-06,NaN,43,0
-20,10000000,-21.25,64,True,309592,0.66128216,0.00243535,27038,0.03243551,False,0.83828921,0.426142,4.33e-06,NaN,43,1
-20,10000000,-22.78125,64,True,309592,0.66128216,0.00243535,27038,0.03243551,False,0.83828921,0.426142,4.33e-06,NaN,43,2
-21,10000000,-22.984375,64,True,14300,0.72725195,1.41e-06,7423,0.15671813,False,0.84967346,0.71861951,0.00025535,NaN,43,0
-21,10000000,-23.59375,64,True,14300,0.72725195,1.41e-06,7423,0.15671813,False,0.84967346,0.71861951,0.00025535,NaN,43,1
-21,10000000,-23.78125,64,True,14300,0.72725195,1.41e-06,7423,0.15671813,False,0.84967346,0.71861951,0.00025535,NaN,43,2
-22,10000000,-23.984375,16,False,362133,0.60239117,0.00056521,16553,0.06996877,True,NaN,NaN,NaN,1204.0,43,0
-22,10000000,-23.921875,16,False,362133,0.60239117,0.00056521,16553,0.06996877,True,NaN,NaN,NaN,1204.0,43,1
-22,10000000,-23.96875,16,False,362133,0.60239117,0.00056521,16553,0.06996877,True,NaN,NaN,NaN,1204.0,43,2
-23,10000000,-23.375,64,True,615516,0.63515592,0.01897334,6800,0.04840641,False,0.44865698,0.7892503,0.00010748,NaN,43,0
-23,10000000,-22.8125,64,True,615516,0.63515592,0.01897334,6800,0.04840641,False,0.44865698,0.7892503,0.00010748,NaN,43,1
-23,10000000,-23.46875,64,True,615516,0.63515592,0.01897334,6800,0.04840641,False,0.44865698,0.7892503,0.00010748,NaN,43,2
-24,10000000,-23.65625,64,False,655725,0.73328222,0.00397626,24187,0.06502308,True,NaN,NaN,NaN,1449.0,43,0
-24,10000000,-23.09375,64,False,655725,0.73328222,0.00397626,24187,0.06502308,True,NaN,NaN,NaN,1449.0,43,1
-24,10000000,-23.921875,64,False,655725,0.73328222,0.00397626,24187,0.06502308,True,NaN,NaN,NaN,1449.0,43,2
-25,10000000,-17.765625,32,False,478783,0.50117456,0.002578,10568,0.02003157,True,NaN,NaN,NaN,1760.0,43,0
-25,10000000,-17.609375,32,False,478783,0.50117456,0.002578,10568,0.02003157,True,NaN,NaN,NaN,1760.0,43,1
-25,10000000,-16.8125,32,False,478783,0.50117456,0.002578,10568,0.02003157,True,NaN,NaN,NaN,1760.0,43,2
-26,10000000,-23.25,16,True,205199,0.83317693,7.33e-06,23193,0.10044832,False,0.33835477,0.11600581,1.1e-07,NaN,43,0
-26,10000000,-23.953125,16,True,205199,0.83317693,7.33e-06,23193,0.10044832,False,0.33835477,0.11600581,1.1e-07,NaN,43,1
-26,10000000,-23.375,16,True,205199,0.83317693,7.33e-06,23193,0.10044832,False,0.33835477,0.11600581,1.1e-07,NaN,43,2
-27,10000000,-20.640625,64,False,491678,0.95829349,0.04364099,2072,0.09788585,True,NaN,NaN,NaN,1811.0,43,0
-27,10000000,-23.953125,64,False,491678,0.95829349,0.04364099,2072,0.09788585,True,NaN,NaN,NaN,1811.0,43,1
-27,10000000,-19.796875,64,False,491678,0.95829349,0.04364099,2072,0.09788585,True,NaN,NaN,NaN,1811.0,43,2
-28,10000000,-23.984375,16,True,598049,0.50588515,0.00047871,14754,0.19859327,False,0.72856534,0.91522617,1.7e-06,NaN,43,0
-28,10000000,-23.859375,16,True,598049,0.50588515,0.00047871,14754,0.19859327,False,0.72856534,0.91522617,1.7e-06,NaN,43,1
-28,10000000,-23.453125,16,True,598049,0.50588515,0.00047871,14754,0.19859327,False,0.72856534,0.91522617,1.7e-06,NaN,43,2
-29,10000000,-23.5,16,False,468890,0.94374673,0.00037777,18063,0.13849062,True,NaN,NaN,NaN,1526.0,43,0
-29,10000000,-23.546875,16,False,468890,0.94374673,0.00037777,18063,0.13849062,True,NaN,NaN,NaN,1526.0,43,1
-29,10000000,-23.5,16,False,468890,0.94374673,0.00037777,18063,0.13849062,True,NaN,NaN,NaN,1526.0,43,2
-30,10000000,-23.578125,16,True,48288,0.84898584,0.0002189,2844,0.16873621,False,0.6910254,0.78473274,0.00018696,NaN,43,0
-30,10000000,-23.515625,16,True,48288,0.84898584,0.0002189,2844,0.16873621,False,0.6910254,0.78473274,0.00018696,NaN,43,1
-30,10000000,-23.90625,16,True,48288,0.84898584,0.0002189,2844,0.16873621,False,0.6910254,0.78473274,0.00018696,NaN,43,2
-31,10000000,-23.484375,16,True,129956,0.9498252,1.692e-05,7418,0.18443085,False,0.49892234,0.55635934,3.4e-07,NaN,43,0
-31,10000000,-23.40625,16,True,129956,0.9498252,1.692e-05,7418,0.18443085,False,0.49892234,0.55635934,3.4e-07,NaN,43,1
-31,10000000,-23.875,16,True,129956,0.9498252,1.692e-05,7418,0.18443085,False,0.49892234,0.55635934,3.4e-07,NaN,43,2
-0,10000000,-13.046875,32,False,970139,0.69703109,2.821e-05,14580,0.11164017,False,NaN,NaN,NaN,NaN,46,0
-0,10000000,-8.1875,32,False,970139,0.69703109,2.821e-05,14580,0.11164017,False,NaN,NaN,NaN,NaN,46,1
-0,10000000,-9.375,32,False,970139,0.69703109,2.821e-05,14580,0.11164017,False,NaN,NaN,NaN,NaN,46,2
-1,10000000,-12.28125,64,False,265797,0.56244353,0.03486935,21398,0.06981488,True,NaN,NaN,NaN,1734.0,46,0
-1,10000000,-16.984375,64,False,265797,0.56244353,0.03486935,21398,0.06981488,True,NaN,NaN,NaN,1734.0,46,1
-1,10000000,-18.109375,64,False,265797,0.56244353,0.03486935,21398,0.06981488,True,NaN,NaN,NaN,1734.0,46,2
+16,10000000,-23.296875,32,True,263118,0.90042067,4.06e-06,15192,0.09810727,False,0.62576684,0.6031775,1.1e-07,,43,0
+16,10000000,-23.515625,32,True,263118,0.90042067,4.06e-06,15192,0.09810727,False,0.62576684,0.6031775,1.1e-07,,43,1
+16,10000000,-23.953125,32,True,263118,0.90042067,4.06e-06,15192,0.09810727,False,0.62576684,0.6031775,1.1e-07,,43,2
+17,10000000,-23.984375,64,False,272678,0.96060094,2.53e-06,6312,0.18186798,True,,,,400.0,43,0
+17,10000000,-23.890625,64,False,272678,0.96060094,2.53e-06,6312,0.18186798,True,,,,400.0,43,1
+17,10000000,-22.921875,64,False,272678,0.96060094,2.53e-06,6312,0.18186798,True,,,,400.0,43,2
+18,10000000,-16.8125,32,False,371444,0.65978105,0.0022267,8500,0.00407235,False,,,,,43,0
+18,10000000,-18.390625,32,False,371444,0.65978105,0.0022267,8500,0.00407235,False,,,,,43,1
+18,10000000,-15.890625,32,False,371444,0.65978105,0.0022267,8500,0.00407235,False,,,,,43,2
+19,10000000,-23.921875,16,False,353863,0.73097038,1.77e-06,13126,0.14856988,False,,,,,43,0
+19,10000000,-23.296875,16,False,353863,0.73097038,1.77e-06,13126,0.14856988,False,,,,,43,1
+19,10000000,-23.5,16,False,353863,0.73097038,1.77e-06,13126,0.14856988,False,,,,,43,2
+20,10000000,-23.90625,64,True,309592,0.66128216,0.00243535,27038,0.03243551,False,0.83828921,0.426142,4.33e-06,,43,0
+20,10000000,-21.25,64,True,309592,0.66128216,0.00243535,27038,0.03243551,False,0.83828921,0.426142,4.33e-06,,43,1
+20,10000000,-22.78125,64,True,309592,0.66128216,0.00243535,27038,0.03243551,False,0.83828921,0.426142,4.33e-06,,43,2
+21,10000000,-22.984375,64,True,14300,0.72725195,1.41e-06,7423,0.15671813,False,0.84967346,0.71861951,0.00025535,,43,0
+21,10000000,-23.59375,64,True,14300,0.72725195,1.41e-06,7423,0.15671813,False,0.84967346,0.71861951,0.00025535,,43,1
+21,10000000,-23.78125,64,True,14300,0.72725195,1.41e-06,7423,0.15671813,False,0.84967346,0.71861951,0.00025535,,43,2
+22,10000000,-23.984375,16,False,362133,0.60239117,0.00056521,16553,0.06996877,True,,,,1204.0,43,0
+22,10000000,-23.921875,16,False,362133,0.60239117,0.00056521,16553,0.06996877,True,,,,1204.0,43,1
+22,10000000,-23.96875,16,False,362133,0.60239117,0.00056521,16553,0.06996877,True,,,,1204.0,43,2
+23,10000000,-23.375,64,True,615516,0.63515592,0.01897334,6800,0.04840641,False,0.44865698,0.7892503,0.00010748,,43,0
+23,10000000,-22.8125,64,True,615516,0.63515592,0.01897334,6800,0.04840641,False,0.44865698,0.7892503,0.00010748,,43,1
+23,10000000,-23.46875,64,True,615516,0.63515592,0.01897334,6800,0.04840641,False,0.44865698,0.7892503,0.00010748,,43,2
+24,10000000,-23.65625,64,False,655725,0.73328222,0.00397626,24187,0.06502308,True,,,,1449.0,43,0
+24,10000000,-23.09375,64,False,655725,0.73328222,0.00397626,24187,0.06502308,True,,,,1449.0,43,1
+24,10000000,-23.921875,64,False,655725,0.73328222,0.00397626,24187,0.06502308,True,,,,1449.0,43,2
+25,10000000,-17.765625,32,False,478783,0.50117456,0.002578,10568,0.02003157,True,,,,1760.0,43,0
+25,10000000,-17.609375,32,False,478783,0.50117456,0.002578,10568,0.02003157,True,,,,1760.0,43,1
+25,10000000,-16.8125,32,False,478783,0.50117456,0.002578,10568,0.02003157,True,,,,1760.0,43,2
+26,10000000,-23.25,16,True,205199,0.83317693,7.33e-06,23193,0.10044832,False,0.33835477,0.11600581,1.1e-07,,43,0
+26,10000000,-23.953125,16,True,205199,0.83317693,7.33e-06,23193,0.10044832,False,0.33835477,0.11600581,1.1e-07,,43,1
+26,10000000,-23.375,16,True,205199,0.83317693,7.33e-06,23193,0.10044832,False,0.33835477,0.11600581,1.1e-07,,43,2
+27,10000000,-20.640625,64,False,491678,0.95829349,0.04364099,2072,0.09788585,True,,,,1811.0,43,0
+27,10000000,-23.953125,64,False,491678,0.95829349,0.04364099,2072,0.09788585,True,,,,1811.0,43,1
+27,10000000,-19.796875,64,False,491678,0.95829349,0.04364099,2072,0.09788585,True,,,,1811.0,43,2
+28,10000000,-23.984375,16,True,598049,0.50588515,0.00047871,14754,0.19859327,False,0.72856534,0.91522617,1.7e-06,,43,0
+28,10000000,-23.859375,16,True,598049,0.50588515,0.00047871,14754,0.19859327,False,0.72856534,0.91522617,1.7e-06,,43,1
+28,10000000,-23.453125,16,True,598049,0.50588515,0.00047871,14754,0.19859327,False,0.72856534,0.91522617,1.7e-06,,43,2
+29,10000000,-23.5,16,False,468890,0.94374673,0.00037777,18063,0.13849062,True,,,,1526.0,43,0
+29,10000000,-23.546875,16,False,468890,0.94374673,0.00037777,18063,0.13849062,True,,,,1526.0,43,1
+29,10000000,-23.5,16,False,468890,0.94374673,0.00037777,18063,0.13849062,True,,,,1526.0,43,2
+30,10000000,-23.578125,16,True,48288,0.84898584,0.0002189,2844,0.16873621,False,0.6910254,0.78473274,0.00018696,,43,0
+30,10000000,-23.515625,16,True,48288,0.84898584,0.0002189,2844,0.16873621,False,0.6910254,0.78473274,0.00018696,,43,1
+30,10000000,-23.90625,16,True,48288,0.84898584,0.0002189,2844,0.16873621,False,0.6910254,0.78473274,0.00018696,,43,2
+31,10000000,-23.484375,16,True,129956,0.9498252,1.692e-05,7418,0.18443085,False,0.49892234,0.55635934,3.4e-07,,43,0
+31,10000000,-23.40625,16,True,129956,0.9498252,1.692e-05,7418,0.18443085,False,0.49892234,0.55635934,3.4e-07,,43,1
+31,10000000,-23.875,16,True,129956,0.9498252,1.692e-05,7418,0.18443085,False,0.49892234,0.55635934,3.4e-07,,43,2
+0,10000000,-13.046875,32,False,970139,0.69703109,2.821e-05,14580,0.11164017,False,,,,,46,0
+0,10000000,-8.1875,32,False,970139,0.69703109,2.821e-05,14580,0.11164017,False,,,,,46,1
+0,10000000,-9.375,32,False,970139,0.69703109,2.821e-05,14580,0.11164017,False,,,,,46,2
+1,10000000,-12.28125,64,False,265797,0.56244353,0.03486935,21398,0.06981488,True,,,,1734.0,46,0
+1,10000000,-16.984375,64,False,265797,0.56244353,0.03486935,21398,0.06981488,True,,,,1734.0,46,1
+1,10000000,-18.109375,64,False,265797,0.56244353,0.03486935,21398,0.06981488,True,,,,1734.0,46,2
 2,10000000,-15.421875,16,True,886641,0.79408388,0.00075044,23338,0.00809125,True,0.78588437,0.97895215,1e-07,1206.0,46,0
 2,10000000,-15.625,16,True,886641,0.79408388,0.00075044,23338,0.00809125,True,0.78588437,0.97895215,1e-07,1206.0,46,1
 2,10000000,-15.59375,16,True,886641,0.79408388,0.00075044,23338,0.00809125,True,0.78588437,0.97895215,1e-07,1206.0,46,2
-3,10000000,-18.015625,64,False,983425,0.92874894,0.00132166,28102,0.17808286,True,NaN,NaN,NaN,595.0,46,0
-3,10000000,-20.265625,64,False,983425,0.92874894,0.00132166,28102,0.17808286,True,NaN,NaN,NaN,595.0,46,1
-3,10000000,-18.921875,64,False,983425,0.92874894,0.00132166,28102,0.17808286,True,NaN,NaN,NaN,595.0,46,2
-4,10000000,-17.625,16,False,771002,0.86546088,4.637e-05,3930,0.06142912,True,NaN,NaN,NaN,1772.0,46,0
-4,10000000,-18.296875,16,False,771002,0.86546088,4.637e-05,3930,0.06142912,True,NaN,NaN,NaN,1772.0,46,1
-4,10000000,-17.5,16,False,771002,0.86546088,4.637e-05,3930,0.06142912,True,NaN,NaN,NaN,1772.0,46,2
-5,10000000,-19.40625,16,True,666968,0.52857201,0.00306217,23928,0.10361766,False,0.50260968,0.45998593,0.00023906,NaN,46,0
-5,10000000,-18.0625,16,True,666968,0.52857201,0.00306217,23928,0.10361766,False,0.50260968,0.45998593,0.00023906,NaN,46,1
-5,10000000,-18.359375,16,True,666968,0.52857201,0.00306217,23928,0.10361766,False,0.50260968,0.45998593,0.00023906,NaN,46,2
+3,10000000,-18.015625,64,False,983425,0.92874894,0.00132166,28102,0.17808286,True,,,,595.0,46,0
+3,10000000,-20.265625,64,False,983425,0.92874894,0.00132166,28102,0.17808286,True,,,,595.0,46,1
+3,10000000,-18.921875,64,False,983425,0.92874894,0.00132166,28102,0.17808286,True,,,,595.0,46,2
+4,10000000,-17.625,16,False,771002,0.86546088,4.637e-05,3930,0.06142912,True,,,,1772.0,46,0
+4,10000000,-18.296875,16,False,771002,0.86546088,4.637e-05,3930,0.06142912,True,,,,1772.0,46,1
+4,10000000,-17.5,16,False,771002,0.86546088,4.637e-05,3930,0.06142912,True,,,,1772.0,46,2
+5,10000000,-19.40625,16,True,666968,0.52857201,0.00306217,23928,0.10361766,False,0.50260968,0.45998593,0.00023906,,46,0
+5,10000000,-18.0625,16,True,666968,0.52857201,0.00306217,23928,0.10361766,False,0.50260968,0.45998593,0.00023906,,46,1
+5,10000000,-18.359375,16,True,666968,0.52857201,0.00306217,23928,0.10361766,False,0.50260968,0.45998593,0.00023906,,46,2
 6,10000000,-23.171875,32,True,388047,0.62366628,8.214e-05,14447,0.00759963,True,0.02920237,0.29187564,0.00050489,737.0,46,0
 6,10000000,-21.859375,32,True,388047,0.62366628,8.214e-05,14447,0.00759963,True,0.02920237,0.29187564,0.00050489,737.0,46,1
 6,10000000,-22.796875,32,True,388047,0.62366628,8.214e-05,14447,0.00759963,True,0.02920237,0.29187564,0.00050489,737.0,46,2
-7,10000000,-23.890625,32,True,881060,0.62189595,2.852e-05,27439,0.02277999,False,0.58581926,0.61938482,1.8e-07,NaN,46,0
-7,10000000,-23.515625,32,True,881060,0.62189595,2.852e-05,27439,0.02277999,False,0.58581926,0.61938482,1.8e-07,NaN,46,1
-7,10000000,-23.96875,32,True,881060,0.62189595,2.852e-05,27439,0.02277999,False,0.58581926,0.61938482,1.8e-07,NaN,46,2
-8,10000000,-15.234375,64,True,607928,0.78928759,4.508e-05,18069,0.18822447,False,0.86941303,0.13327117,5.6e-07,NaN,46,0
-8,10000000,-16.734375,64,True,607928,0.78928759,4.508e-05,18069,0.18822447,False,0.86941303,0.13327117,5.6e-07,NaN,46,1
-8,10000000,-15.125,64,True,607928,0.78928759,4.508e-05,18069,0.18822447,False,0.86941303,0.13327117,5.6e-07,NaN,46,2
-9,10000000,-15.953125,64,False,39302,0.81720491,0.00010597,4011,0.01672807,True,NaN,NaN,NaN,774.0,46,0
-9,10000000,-13.953125,64,False,39302,0.81720491,0.00010597,4011,0.01672807,True,NaN,NaN,NaN,774.0,46,1
-9,10000000,-13.78125,64,False,39302,0.81720491,0.00010597,4011,0.01672807,True,NaN,NaN,NaN,774.0,46,2
+7,10000000,-23.890625,32,True,881060,0.62189595,2.852e-05,27439,0.02277999,False,0.58581926,0.61938482,1.8e-07,,46,0
+7,10000000,-23.515625,32,True,881060,0.62189595,2.852e-05,27439,0.02277999,False,0.58581926,0.61938482,1.8e-07,,46,1
+7,10000000,-23.96875,32,True,881060,0.62189595,2.852e-05,27439,0.02277999,False,0.58581926,0.61938482,1.8e-07,,46,2
+8,10000000,-15.234375,64,True,607928,0.78928759,4.508e-05,18069,0.18822447,False,0.86941303,0.13327117,5.6e-07,,46,0
+8,10000000,-16.734375,64,True,607928,0.78928759,4.508e-05,18069,0.18822447,False,0.86941303,0.13327117,5.6e-07,,46,1
+8,10000000,-15.125,64,True,607928,0.78928759,4.508e-05,18069,0.18822447,False,0.86941303,0.13327117,5.6e-07,,46,2
+9,10000000,-15.953125,64,False,39302,0.81720491,0.00010597,4011,0.01672807,True,,,,774.0,46,0
+9,10000000,-13.953125,64,False,39302,0.81720491,0.00010597,4011,0.01672807,True,,,,774.0,46,1
+9,10000000,-13.78125,64,False,39302,0.81720491,0.00010597,4011,0.01672807,True,,,,774.0,46,2
 10,10000000,-23.859375,16,True,625977,0.7703613,1.102e-05,9063,0.14198408,True,0.68315762,0.73284659,4e-06,1903.0,46,0
 10,10000000,-23.96875,16,True,625977,0.7703613,1.102e-05,9063,0.14198408,True,0.68315762,0.73284659,4e-06,1903.0,46,1
 10,10000000,-23.453125,16,True,625977,0.7703613,1.102e-05,9063,0.14198408,True,0.68315762,0.73284659,4e-06,1903.0,46,2
@@ -422,60 +422,60 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 12,10000000,-17.515625,32,True,242224,0.93838271,0.04912142,30982,0.0200888,True,0.66523981,0.38288552,0.00011462,178.0,46,0
 12,10000000,-18.65625,32,True,242224,0.93838271,0.04912142,30982,0.0200888,True,0.66523981,0.38288552,0.00011462,178.0,46,1
 12,10000000,-19.203125,32,True,242224,0.93838271,0.04912142,30982,0.0200888,True,0.66523981,0.38288552,0.00011462,178.0,46,2
-13,10000000,-23.953125,16,False,109555,0.94931489,0.00072276,8414,0.1892673,True,NaN,NaN,NaN,1874.0,46,0
-13,10000000,-23.453125,16,False,109555,0.94931489,0.00072276,8414,0.1892673,True,NaN,NaN,NaN,1874.0,46,1
-13,10000000,-23.390625,16,False,109555,0.94931489,0.00072276,8414,0.1892673,True,NaN,NaN,NaN,1874.0,46,2
+13,10000000,-23.953125,16,False,109555,0.94931489,0.00072276,8414,0.1892673,True,,,,1874.0,46,0
+13,10000000,-23.453125,16,False,109555,0.94931489,0.00072276,8414,0.1892673,True,,,,1874.0,46,1
+13,10000000,-23.390625,16,False,109555,0.94931489,0.00072276,8414,0.1892673,True,,,,1874.0,46,2
 14,10000000,-17.734375,32,True,962874,0.51769053,0.00114966,13586,0.1773735,True,0.81303135,0.68107454,0.00043818,1115.0,46,0
 14,10000000,-18.125,32,True,962874,0.51769053,0.00114966,13586,0.1773735,True,0.81303135,0.68107454,0.00043818,1115.0,46,1
 14,10000000,-18.859375,32,True,962874,0.51769053,0.00114966,13586,0.1773735,True,0.81303135,0.68107454,0.00043818,1115.0,46,2
-15,10000000,-21.96875,64,False,241825,0.69608398,2.44e-06,26165,0.03723851,True,NaN,NaN,NaN,1469.0,46,0
-15,10000000,-22.328125,64,False,241825,0.69608398,2.44e-06,26165,0.03723851,True,NaN,NaN,NaN,1469.0,46,1
-15,10000000,-18.703125,64,False,241825,0.69608398,2.44e-06,26165,0.03723851,True,NaN,NaN,NaN,1469.0,46,2
+15,10000000,-21.96875,64,False,241825,0.69608398,2.44e-06,26165,0.03723851,True,,,,1469.0,46,0
+15,10000000,-22.328125,64,False,241825,0.69608398,2.44e-06,26165,0.03723851,True,,,,1469.0,46,1
+15,10000000,-18.703125,64,False,241825,0.69608398,2.44e-06,26165,0.03723851,True,,,,1469.0,46,2
 16,10000000,-23.984375,64,True,510018,0.7254437,2.49e-06,12563,0.17566593,True,0.65571689,0.34737592,4.918e-05,935.0,46,0
 16,10000000,-23.90625,64,True,510018,0.7254437,2.49e-06,12563,0.17566593,True,0.65571689,0.34737592,4.918e-05,935.0,46,1
 16,10000000,-23.765625,64,True,510018,0.7254437,2.49e-06,12563,0.17566593,True,0.65571689,0.34737592,4.918e-05,935.0,46,2
-17,10000000,-21.828125,32,True,27822,0.60482669,7.121e-05,17405,0.05580762,False,0.83154483,0.20285007,1.3e-07,NaN,46,0
-17,10000000,-23.578125,32,True,27822,0.60482669,7.121e-05,17405,0.05580762,False,0.83154483,0.20285007,1.3e-07,NaN,46,1
-17,10000000,-23.765625,32,True,27822,0.60482669,7.121e-05,17405,0.05580762,False,0.83154483,0.20285007,1.3e-07,NaN,46,2
-18,10000000,-22.484375,64,False,997567,0.63961177,4.734e-05,1905,0.00974453,False,NaN,NaN,NaN,NaN,46,0
-18,10000000,-23.0625,64,False,997567,0.63961177,4.734e-05,1905,0.00974453,False,NaN,NaN,NaN,NaN,46,1
-18,10000000,-23.46875,64,False,997567,0.63961177,4.734e-05,1905,0.00974453,False,NaN,NaN,NaN,NaN,46,2
-19,10000000,-23.953125,32,False,948278,0.85235359,0.0004564,28993,0.10583802,True,NaN,NaN,NaN,102.0,46,0
-19,10000000,-23.59375,32,False,948278,0.85235359,0.0004564,28993,0.10583802,True,NaN,NaN,NaN,102.0,46,1
-19,10000000,-23.71875,32,False,948278,0.85235359,0.0004564,28993,0.10583802,True,NaN,NaN,NaN,102.0,46,2
-20,10000000,-23.5,16,True,969637,0.81202003,1.34e-06,32289,0.08831815,False,0.39152566,0.76337167,0.00018999,NaN,46,0
-20,10000000,-23.4375,16,True,969637,0.81202003,1.34e-06,32289,0.08831815,False,0.39152566,0.76337167,0.00018999,NaN,46,1
-20,10000000,-23.96875,16,True,969637,0.81202003,1.34e-06,32289,0.08831815,False,0.39152566,0.76337167,0.00018999,NaN,46,2
-21,10000000,-23.921875,32,True,983990,0.75600104,7.786e-05,17604,0.05728132,False,0.10817185,0.10411573,2.54e-06,NaN,46,0
-21,10000000,-23.984375,32,True,983990,0.75600104,7.786e-05,17604,0.05728132,False,0.10817185,0.10411573,2.54e-06,NaN,46,1
-21,10000000,-23.65625,32,True,983990,0.75600104,7.786e-05,17604,0.05728132,False,0.10817185,0.10411573,2.54e-06,NaN,46,2
-22,10000000,-18.390625,64,True,133942,0.74939433,3.6e-06,23546,0.02837482,False,0.38643274,0.51710539,1.327e-05,NaN,46,0
-22,10000000,-18.703125,64,True,133942,0.74939433,3.6e-06,23546,0.02837482,False,0.38643274,0.51710539,1.327e-05,NaN,46,1
-22,10000000,-18.109375,64,True,133942,0.74939433,3.6e-06,23546,0.02837482,False,0.38643274,0.51710539,1.327e-05,NaN,46,2
-23,10000000,-23.9375,64,False,205257,0.75728822,0.00159175,30524,0.03906393,False,NaN,NaN,NaN,NaN,46,0
-23,10000000,-23.984375,64,False,205257,0.75728822,0.00159175,30524,0.03906393,False,NaN,NaN,NaN,NaN,46,1
-23,10000000,-22.78125,64,False,205257,0.75728822,0.00159175,30524,0.03906393,False,NaN,NaN,NaN,NaN,46,2
-24,10000000,-23.9375,32,True,903194,0.78883391,1.1e-06,3738,0.16532961,False,0.0359338,0.22245905,1.656e-05,NaN,46,0
-24,10000000,-23.90625,32,True,903194,0.78883391,1.1e-06,3738,0.16532961,False,0.0359338,0.22245905,1.656e-05,NaN,46,1
-24,10000000,-23.296875,32,True,903194,0.78883391,1.1e-06,3738,0.16532961,False,0.0359338,0.22245905,1.656e-05,NaN,46,2
+17,10000000,-21.828125,32,True,27822,0.60482669,7.121e-05,17405,0.05580762,False,0.83154483,0.20285007,1.3e-07,,46,0
+17,10000000,-23.578125,32,True,27822,0.60482669,7.121e-05,17405,0.05580762,False,0.83154483,0.20285007,1.3e-07,,46,1
+17,10000000,-23.765625,32,True,27822,0.60482669,7.121e-05,17405,0.05580762,False,0.83154483,0.20285007,1.3e-07,,46,2
+18,10000000,-22.484375,64,False,997567,0.63961177,4.734e-05,1905,0.00974453,False,,,,,46,0
+18,10000000,-23.0625,64,False,997567,0.63961177,4.734e-05,1905,0.00974453,False,,,,,46,1
+18,10000000,-23.46875,64,False,997567,0.63961177,4.734e-05,1905,0.00974453,False,,,,,46,2
+19,10000000,-23.953125,32,False,948278,0.85235359,0.0004564,28993,0.10583802,True,,,,102.0,46,0
+19,10000000,-23.59375,32,False,948278,0.85235359,0.0004564,28993,0.10583802,True,,,,102.0,46,1
+19,10000000,-23.71875,32,False,948278,0.85235359,0.0004564,28993,0.10583802,True,,,,102.0,46,2
+20,10000000,-23.5,16,True,969637,0.81202003,1.34e-06,32289,0.08831815,False,0.39152566,0.76337167,0.00018999,,46,0
+20,10000000,-23.4375,16,True,969637,0.81202003,1.34e-06,32289,0.08831815,False,0.39152566,0.76337167,0.00018999,,46,1
+20,10000000,-23.96875,16,True,969637,0.81202003,1.34e-06,32289,0.08831815,False,0.39152566,0.76337167,0.00018999,,46,2
+21,10000000,-23.921875,32,True,983990,0.75600104,7.786e-05,17604,0.05728132,False,0.10817185,0.10411573,2.54e-06,,46,0
+21,10000000,-23.984375,32,True,983990,0.75600104,7.786e-05,17604,0.05728132,False,0.10817185,0.10411573,2.54e-06,,46,1
+21,10000000,-23.65625,32,True,983990,0.75600104,7.786e-05,17604,0.05728132,False,0.10817185,0.10411573,2.54e-06,,46,2
+22,10000000,-18.390625,64,True,133942,0.74939433,3.6e-06,23546,0.02837482,False,0.38643274,0.51710539,1.327e-05,,46,0
+22,10000000,-18.703125,64,True,133942,0.74939433,3.6e-06,23546,0.02837482,False,0.38643274,0.51710539,1.327e-05,,46,1
+22,10000000,-18.109375,64,True,133942,0.74939433,3.6e-06,23546,0.02837482,False,0.38643274,0.51710539,1.327e-05,,46,2
+23,10000000,-23.9375,64,False,205257,0.75728822,0.00159175,30524,0.03906393,False,,,,,46,0
+23,10000000,-23.984375,64,False,205257,0.75728822,0.00159175,30524,0.03906393,False,,,,,46,1
+23,10000000,-22.78125,64,False,205257,0.75728822,0.00159175,30524,0.03906393,False,,,,,46,2
+24,10000000,-23.9375,32,True,903194,0.78883391,1.1e-06,3738,0.16532961,False,0.0359338,0.22245905,1.656e-05,,46,0
+24,10000000,-23.90625,32,True,903194,0.78883391,1.1e-06,3738,0.16532961,False,0.0359338,0.22245905,1.656e-05,,46,1
+24,10000000,-23.296875,32,True,903194,0.78883391,1.1e-06,3738,0.16532961,False,0.0359338,0.22245905,1.656e-05,,46,2
 25,10000000,-17.140625,32,True,1966,0.79991254,0.04801871,21138,0.13803589,True,0.9114583,0.34724225,2.24e-06,1888.0,46,0
 25,10000000,-17.03125,32,True,1966,0.79991254,0.04801871,21138,0.13803589,True,0.9114583,0.34724225,2.24e-06,1888.0,46,1
 25,10000000,-13.484375,32,True,1966,0.79991254,0.04801871,21138,0.13803589,True,0.9114583,0.34724225,2.24e-06,1888.0,46,2
-26,10000000,-23.484375,16,False,350860,0.67303824,0.00021594,11901,0.19557537,False,NaN,NaN,NaN,NaN,46,0
-26,10000000,-23.28125,16,False,350860,0.67303824,0.00021594,11901,0.19557537,False,NaN,NaN,NaN,NaN,46,1
-26,10000000,-23.96875,16,False,350860,0.67303824,0.00021594,11901,0.19557537,False,NaN,NaN,NaN,NaN,46,2
-27,10000000,-23.90625,32,False,368117,0.76423876,0.00018578,12563,0.19859415,True,NaN,NaN,NaN,1492.0,46,0
-27,10000000,-23.3125,32,False,368117,0.76423876,0.00018578,12563,0.19859415,True,NaN,NaN,NaN,1492.0,46,1
-27,10000000,-23.640625,32,False,368117,0.76423876,0.00018578,12563,0.19859415,True,NaN,NaN,NaN,1492.0,46,2
-28,10000000,-22.8125,32,False,668316,0.77331781,0.00012041,26307,0.12102778,True,NaN,NaN,NaN,1465.0,46,0
-28,10000000,-19.640625,32,False,668316,0.77331781,0.00012041,26307,0.12102778,True,NaN,NaN,NaN,1465.0,46,1
-28,10000000,-22.25,32,False,668316,0.77331781,0.00012041,26307,0.12102778,True,NaN,NaN,NaN,1465.0,46,2
-29,10000000,-18.96875,64,False,514054,0.99154821,0.00017845,13662,0.13853404,False,NaN,NaN,NaN,NaN,46,0
-29,10000000,-17.421875,64,False,514054,0.99154821,0.00017845,13662,0.13853404,False,NaN,NaN,NaN,NaN,46,1
-29,10000000,-17.171875,64,False,514054,0.99154821,0.00017845,13662,0.13853404,False,NaN,NaN,NaN,NaN,46,2
-30,10000000,-23.359375,64,True,955805,0.83687971,0.01913783,21056,0.04224205,False,0.30857635,0.92332398,0.00026608,NaN,46,0
-30,10000000,-23.171875,64,True,955805,0.83687971,0.01913783,21056,0.04224205,False,0.30857635,0.92332398,0.00026608,NaN,46,1
-30,10000000,-23.9375,64,True,955805,0.83687971,0.01913783,21056,0.04224205,False,0.30857635,0.92332398,0.00026608,NaN,46,2
-31,10000000,-18.359375,16,False,516521,0.77999919,6.684e-05,10236,0.1994977,True,NaN,NaN,NaN,1822.0,46,0
-31,10000000,-17.4375,16,False,516521,0.77999919,6.684e-05,10236,0.1994977,True,NaN,NaN,NaN,1822.0,46,1
-31,10000000,-20.296875,16,False,516521,0.77999919,6.684e-05,10236,0.1994977,True,NaN,NaN,NaN,1822.0,46,2
+26,10000000,-23.484375,16,False,350860,0.67303824,0.00021594,11901,0.19557537,False,,,,,46,0
+26,10000000,-23.28125,16,False,350860,0.67303824,0.00021594,11901,0.19557537,False,,,,,46,1
+26,10000000,-23.96875,16,False,350860,0.67303824,0.00021594,11901,0.19557537,False,,,,,46,2
+27,10000000,-23.90625,32,False,368117,0.76423876,0.00018578,12563,0.19859415,True,,,,1492.0,46,0
+27,10000000,-23.3125,32,False,368117,0.76423876,0.00018578,12563,0.19859415,True,,,,1492.0,46,1
+27,10000000,-23.640625,32,False,368117,0.76423876,0.00018578,12563,0.19859415,True,,,,1492.0,46,2
+28,10000000,-22.8125,32,False,668316,0.77331781,0.00012041,26307,0.12102778,True,,,,1465.0,46,0
+28,10000000,-19.640625,32,False,668316,0.77331781,0.00012041,26307,0.12102778,True,,,,1465.0,46,1
+28,10000000,-22.25,32,False,668316,0.77331781,0.00012041,26307,0.12102778,True,,,,1465.0,46,2
+29,10000000,-18.96875,64,False,514054,0.99154821,0.00017845,13662,0.13853404,False,,,,,46,0
+29,10000000,-17.421875,64,False,514054,0.99154821,0.00017845,13662,0.13853404,False,,,,,46,1
+29,10000000,-17.171875,64,False,514054,0.99154821,0.00017845,13662,0.13853404,False,,,,,46,2
+30,10000000,-23.359375,64,True,955805,0.83687971,0.01913783,21056,0.04224205,False,0.30857635,0.92332398,0.00026608,,46,0
+30,10000000,-23.171875,64,True,955805,0.83687971,0.01913783,21056,0.04224205,False,0.30857635,0.92332398,0.00026608,,46,1
+30,10000000,-23.9375,64,True,955805,0.83687971,0.01913783,21056,0.04224205,False,0.30857635,0.92332398,0.00026608,,46,2
+31,10000000,-18.359375,16,False,516521,0.77999919,6.684e-05,10236,0.1994977,True,,,,1822.0,46,0
+31,10000000,-17.4375,16,False,516521,0.77999919,6.684e-05,10236,0.1994977,True,,,,1822.0,46,1
+31,10000000,-20.296875,16,False,516521,0.77999919,6.684e-05,10236,0.1994977,True,,,,1822.0,46,2

rs/atari_phoenix_dqn.csv

@@ -1,418 +1,418 @@
 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,optimisation_seed,seed
-0,10000000,1055.0781,64,True,955722,0.57143341,1.01e-06,28504,0.01028647,False,0.05598591,0.96597571,5.76e-06,NaN,42,0
-0,10000000,4471.6406,64,True,955722,0.57143341,1.01e-06,28504,0.01028647,False,0.05598591,0.96597571,5.76e-06,NaN,42,1
-0,10000000,4006.4062,64,True,955722,0.57143341,1.01e-06,28504,0.01028647,False,0.05598591,0.96597571,5.76e-06,NaN,42,2
+0,10000000,1055.0781,64,True,955722,0.57143341,1.01e-06,28504,0.01028647,False,0.05598591,0.96597571,5.76e-06,,42,0
+0,10000000,4471.6406,64,True,955722,0.57143341,1.01e-06,28504,0.01028647,False,0.05598591,0.96597571,5.76e-06,,42,1
+0,10000000,4006.4062,64,True,955722,0.57143341,1.01e-06,28504,0.01028647,False,0.05598591,0.96597571,5.76e-06,,42,2
 1,10000000,411.25,32,True,197793,0.96093712,8.778e-05,9595,0.03388812,True,0.7317171,0.86447239,2e-06,613.0,42,0
 1,10000000,495.625,32,True,197793,0.96093712,8.778e-05,9595,0.03388812,True,0.7317171,0.86447239,2e-06,613.0,42,1
 1,10000000,221.71875,32,True,197793,0.96093712,8.778e-05,9595,0.03388812,True,0.7317171,0.86447239,2e-06,613.0,42,2
-2,10000000,612.2656,16,True,219993,0.51571459,1.764e-05,10938,0.12524646,False,0.80936575,0.43283671,4.67e-06,NaN,42,0
-2,10000000,137.1875,16,True,219993,0.51571459,1.764e-05,10938,0.12524646,False,0.80936575,0.43283671,4.67e-06,NaN,42,1
-2,10000000,148.75,16,True,219993,0.51571459,1.764e-05,10938,0.12524646,False,0.80936575,0.43283671,4.67e-06,NaN,42,2
-3,10000000,2954.2188,16,True,742000,0.98830748,0.00253237,20918,0.14591505,False,0.51311679,0.71403804,3.89e-06,NaN,42,0
-3,10000000,4692.0312,16,True,742000,0.98830748,0.00253237,20918,0.14591505,False,0.51311679,0.71403804,3.89e-06,NaN,42,1
-3,10000000,1485.4688,16,True,742000,0.98830748,0.00253237,20918,0.14591505,False,0.51311679,0.71403804,3.89e-06,NaN,42,2
-4,10000000,40.0,64,True,118820,0.63943568,0.02746948,25853,0.13303685,False,0.02789461,0.72373053,1e-06,NaN,42,0
-4,10000000,50.78125,64,True,118820,0.63943568,0.02746948,25853,0.13303685,False,0.02789461,0.72373053,1e-06,NaN,42,1
-4,10000000,28.59375,64,True,118820,0.63943568,0.02746948,25853,0.13303685,False,0.02789461,0.72373053,1e-06,NaN,42,2
-5,10000000,5964.6875,64,False,467984,0.63978017,0.00058053,3999,0.03472906,False,NaN,NaN,NaN,NaN,42,0
-5,10000000,3978.2812,64,False,467984,0.63978017,0.00058053,3999,0.03472906,False,NaN,NaN,NaN,NaN,42,1
-5,10000000,5427.7344,64,False,467984,0.63978017,0.00058053,3999,0.03472906,False,NaN,NaN,NaN,NaN,42,2
-6,10000000,28.90625,32,False,119858,0.64327063,6.323e-05,17412,0.03968163,False,NaN,NaN,NaN,NaN,42,0
-6,10000000,17.1875,32,False,119858,0.64327063,6.323e-05,17412,0.03968163,False,NaN,NaN,NaN,NaN,42,1
-6,10000000,17.03125,32,False,119858,0.64327063,6.323e-05,17412,0.03968163,False,NaN,NaN,NaN,NaN,42,2
+2,10000000,612.2656,16,True,219993,0.51571459,1.764e-05,10938,0.12524646,False,0.80936575,0.43283671,4.67e-06,,42,0
+2,10000000,137.1875,16,True,219993,0.51571459,1.764e-05,10938,0.12524646,False,0.80936575,0.43283671,4.67e-06,,42,1
+2,10000000,148.75,16,True,219993,0.51571459,1.764e-05,10938,0.12524646,False,0.80936575,0.43283671,4.67e-06,,42,2
+3,10000000,2954.2188,16,True,742000,0.98830748,0.00253237,20918,0.14591505,False,0.51311679,0.71403804,3.89e-06,,42,0
+3,10000000,4692.0312,16,True,742000,0.98830748,0.00253237,20918,0.14591505,False,0.51311679,0.71403804,3.89e-06,,42,1
+3,10000000,1485.4688,16,True,742000,0.98830748,0.00253237,20918,0.14591505,False,0.51311679,0.71403804,3.89e-06,,42,2
+4,10000000,40.0,64,True,118820,0.63943568,0.02746948,25853,0.13303685,False,0.02789461,0.72373053,1e-06,,42,0
+4,10000000,50.78125,64,True,118820,0.63943568,0.02746948,25853,0.13303685,False,0.02789461,0.72373053,1e-06,,42,1
+4,10000000,28.59375,64,True,118820,0.63943568,0.02746948,25853,0.13303685,False,0.02789461,0.72373053,1e-06,,42,2
+5,10000000,5964.6875,64,False,467984,0.63978017,0.00058053,3999,0.03472906,False,,,,,42,0
+5,10000000,3978.2812,64,False,467984,0.63978017,0.00058053,3999,0.03472906,False,,,,,42,1
+5,10000000,5427.7344,64,False,467984,0.63978017,0.00058053,3999,0.03472906,False,,,,,42,2
+6,10000000,28.90625,32,False,119858,0.64327063,6.323e-05,17412,0.03968163,False,,,,,42,0
+6,10000000,17.1875,32,False,119858,0.64327063,6.323e-05,17412,0.03968163,False,,,,,42,1
+6,10000000,17.03125,32,False,119858,0.64327063,6.323e-05,17412,0.03968163,False,,,,,42,2
 7,10000000,55.3125,64,True,145380,0.52300132,3.08e-06,27670,0.05291783,True,0.64599509,0.39428823,3.5e-06,1631.0,42,0
 7,10000000,68.90625,64,True,145380,0.52300132,3.08e-06,27670,0.05291783,True,0.64599509,0.39428823,3.5e-06,1631.0,42,1
 7,10000000,17.5,64,True,145380,0.52300132,3.08e-06,27670,0.05291783,True,0.64599509,0.39428823,3.5e-06,1631.0,42,2
-8,10000000,1477.7344,32,False,208893,0.55908241,0.0104089,17072,0.05075327,True,NaN,NaN,NaN,885.0,42,0
-8,10000000,1635.5469,32,False,208893,0.55908241,0.0104089,17072,0.05075327,True,NaN,NaN,NaN,885.0,42,1
-8,10000000,2414.5312,32,False,208893,0.55908241,0.0104089,17072,0.05075327,True,NaN,NaN,NaN,885.0,42,2
-9,10000000,17.34375,64,True,798630,0.86851778,0.01530451,31112,0.01718841,False,0.59596985,0.70803352,4.18e-06,NaN,42,0
-9,10000000,34.53125,64,True,798630,0.86851778,0.01530451,31112,0.01718841,False,0.59596985,0.70803352,4.18e-06,NaN,42,1
-9,10000000,41.09375,64,True,798630,0.86851778,0.01530451,31112,0.01718841,False,0.59596985,0.70803352,4.18e-06,NaN,42,2
-10,10000000,9017.578,32,False,461881,0.52157996,0.00058786,20894,0.07745616,False,NaN,NaN,NaN,NaN,42,0
-10,10000000,9741.641,32,False,461881,0.52157996,0.00058786,20894,0.07745616,False,NaN,NaN,NaN,NaN,42,1
-10,10000000,13894.531,32,False,461881,0.52157996,0.00058786,20894,0.07745616,False,NaN,NaN,NaN,NaN,42,2
-11,10000000,163.59375,16,False,169988,0.99363806,0.01624032,9199,0.10733491,False,NaN,NaN,NaN,NaN,42,0
-11,10000000,33.59375,16,False,169988,0.99363806,0.01624032,9199,0.10733491,False,NaN,NaN,NaN,NaN,42,1
-11,10000000,133.28125,16,False,169988,0.99363806,0.01624032,9199,0.10733491,False,NaN,NaN,NaN,NaN,42,2
-12,10000000,2029.2188,16,True,316850,0.99023136,0.00428534,20585,0.03026762,False,0.21703948,0.58891844,4.43e-06,NaN,42,0
-12,10000000,1670.5469,16,True,316850,0.99023136,0.00428534,20585,0.03026762,False,0.21703948,0.58891844,4.43e-06,NaN,42,1
-12,10000000,2124.7656,16,True,316850,0.99023136,0.00428534,20585,0.03026762,False,0.21703948,0.58891844,4.43e-06,NaN,42,2
+8,10000000,1477.7344,32,False,208893,0.55908241,0.0104089,17072,0.05075327,True,,,,885.0,42,0
+8,10000000,1635.5469,32,False,208893,0.55908241,0.0104089,17072,0.05075327,True,,,,885.0,42,1
+8,10000000,2414.5312,32,False,208893,0.55908241,0.0104089,17072,0.05075327,True,,,,885.0,42,2
+9,10000000,17.34375,64,True,798630,0.86851778,0.01530451,31112,0.01718841,False,0.59596985,0.70803352,4.18e-06,,42,0
+9,10000000,34.53125,64,True,798630,0.86851778,0.01530451,31112,0.01718841,False,0.59596985,0.70803352,4.18e-06,,42,1
+9,10000000,41.09375,64,True,798630,0.86851778,0.01530451,31112,0.01718841,False,0.59596985,0.70803352,4.18e-06,,42,2
+10,10000000,9017.578,32,False,461881,0.52157996,0.00058786,20894,0.07745616,False,,,,,42,0
+10,10000000,9741.641,32,False,461881,0.52157996,0.00058786,20894,0.07745616,False,,,,,42,1
+10,10000000,13894.531,32,False,461881,0.52157996,0.00058786,20894,0.07745616,False,,,,,42,2
+11,10000000,163.59375,16,False,169988,0.99363806,0.01624032,9199,0.10733491,False,,,,,42,0
+11,10000000,33.59375,16,False,169988,0.99363806,0.01624032,9199,0.10733491,False,,,,,42,1
+11,10000000,133.28125,16,False,169988,0.99363806,0.01624032,9199,0.10733491,False,,,,,42,2
+12,10000000,2029.2188,16,True,316850,0.99023136,0.00428534,20585,0.03026762,False,0.21703948,0.58891844,4.43e-06,,42,0
+12,10000000,1670.5469,16,True,316850,0.99023136,0.00428534,20585,0.03026762,False,0.21703948,0.58891844,4.43e-06,,42,1
+12,10000000,2124.7656,16,True,316850,0.99023136,0.00428534,20585,0.03026762,False,0.21703948,0.58891844,4.43e-06,,42,2
 13,10000000,2292.1875,32,True,749613,0.66079138,6.09e-06,15202,0.07472395,True,0.14178576,0.86854283,5.4e-07,537.0,42,0
 13,10000000,3086.4844,32,True,749613,0.66079138,6.09e-06,15202,0.07472395,True,0.14178576,0.86854283,5.4e-07,537.0,42,1
 13,10000000,5474.6094,32,True,749613,0.66079138,6.09e-06,15202,0.07472395,True,0.14178576,0.86854283,5.4e-07,537.0,42,2
 14,10000000,17.34375,32,True,538222,0.56379015,6.032e-05,19141,0.17031269,True,0.98255483,0.81890135,1.687e-05,1142.0,42,0
 14,10000000,65.9375,32,True,538222,0.56379015,6.032e-05,19141,0.17031269,True,0.98255483,0.81890135,1.687e-05,1142.0,42,1
 14,10000000,29.375,32,True,538222,0.56379015,6.032e-05,19141,0.17031269,True,0.98255483,0.81890135,1.687e-05,1142.0,42,2
-15,10000000,93.4375,16,False,557566,0.52591177,4.09e-05,19402,0.07042479,False,NaN,NaN,NaN,NaN,42,0
-15,10000000,178.75,16,False,557566,0.52591177,4.09e-05,19402,0.07042479,False,NaN,NaN,NaN,NaN,42,1
-15,10000000,345.70312,16,False,557566,0.52591177,4.09e-05,19402,0.07042479,False,NaN,NaN,NaN,NaN,42,2
-16,10000000,63.125,32,True,593040,0.77177643,0.00137575,27635,0.19954083,False,0.87799798,0.13621378,7.745e-05,NaN,42,0
-16,10000000,28.4375,32,True,593040,0.77177643,0.00137575,27635,0.19954083,False,0.87799798,0.13621378,7.745e-05,NaN,42,1
-16,10000000,22.34375,32,True,593040,0.77177643,0.00137575,27635,0.19954083,False,0.87799798,0.13621378,7.745e-05,NaN,42,2
-17,10000000,2081.1719,32,True,994521,0.80572712,0.00304266,12665,0.02174515,False,0.92163346,0.06421402,3.91e-06,NaN,42,0
-17,10000000,1939.6875,32,True,994521,0.80572712,0.00304266,12665,0.02174515,False,0.92163346,0.06421402,3.91e-06,NaN,42,1
-17,10000000,1651.7188,32,True,994521,0.80572712,0.00304266,12665,0.02174515,False,0.92163346,0.06421402,3.91e-06,NaN,42,2
-18,10000000,34.375,64,True,833696,0.61004861,0.00061168,2783,0.04277121,False,0.30110423,0.50204183,0.00010304,NaN,42,0
-18,10000000,21.71875,64,True,833696,0.61004861,0.00061168,2783,0.04277121,False,0.30110423,0.50204183,0.00010304,NaN,42,1
-18,10000000,41.09375,64,True,833696,0.61004861,0.00061168,2783,0.04277121,False,0.30110423,0.50204183,0.00010304,NaN,42,2
-19,10000000,19.53125,16,False,337223,0.58927233,0.00408634,24020,0.01829808,True,NaN,NaN,NaN,714.0,42,0
-19,10000000,17.1875,16,False,337223,0.58927233,0.00408634,24020,0.01829808,True,NaN,NaN,NaN,714.0,42,1
-19,10000000,28.59375,16,False,337223,0.58927233,0.00408634,24020,0.01829808,True,NaN,NaN,NaN,714.0,42,2
-20,10000000,3118.3594,16,True,323942,0.71085197,0.01296938,23204,0.02220917,False,0.18361757,0.05649631,9.6e-07,NaN,42,0
-20,10000000,1940.1562,16,True,323942,0.71085197,0.01296938,23204,0.02220917,False,0.18361757,0.05649631,9.6e-07,NaN,42,1
-20,10000000,2436.4844,16,True,323942,0.71085197,0.01296938,23204,0.02220917,False,0.18361757,0.05649631,9.6e-07,NaN,42,2
-21,10000000,17.34375,64,False,245907,0.92320392,5.271e-05,13336,0.16008376,False,NaN,NaN,NaN,NaN,42,0
-21,10000000,40.15625,64,False,245907,0.92320392,5.271e-05,13336,0.16008376,False,NaN,NaN,NaN,NaN,42,1
-21,10000000,17.03125,64,False,245907,0.92320392,5.271e-05,13336,0.16008376,False,NaN,NaN,NaN,NaN,42,2
-22,10000000,138.90625,64,False,665204,0.55764101,0.00018868,3691,0.13956147,True,NaN,NaN,NaN,318.0,42,0
-22,10000000,172.5,64,False,665204,0.55764101,0.00018868,3691,0.13956147,True,NaN,NaN,NaN,318.0,42,1
-22,10000000,110.15625,64,False,665204,0.55764101,0.00018868,3691,0.13956147,True,NaN,NaN,NaN,318.0,42,2
+15,10000000,93.4375,16,False,557566,0.52591177,4.09e-05,19402,0.07042479,False,,,,,42,0
+15,10000000,178.75,16,False,557566,0.52591177,4.09e-05,19402,0.07042479,False,,,,,42,1
+15,10000000,345.70312,16,False,557566,0.52591177,4.09e-05,19402,0.07042479,False,,,,,42,2
+16,10000000,63.125,32,True,593040,0.77177643,0.00137575,27635,0.19954083,False,0.87799798,0.13621378,7.745e-05,,42,0
+16,10000000,28.4375,32,True,593040,0.77177643,0.00137575,27635,0.19954083,False,0.87799798,0.13621378,7.745e-05,,42,1
+16,10000000,22.34375,32,True,593040,0.77177643,0.00137575,27635,0.19954083,False,0.87799798,0.13621378,7.745e-05,,42,2
+17,10000000,2081.1719,32,True,994521,0.80572712,0.00304266,12665,0.02174515,False,0.92163346,0.06421402,3.91e-06,,42,0
+17,10000000,1939.6875,32,True,994521,0.80572712,0.00304266,12665,0.02174515,False,0.92163346,0.06421402,3.91e-06,,42,1
+17,10000000,1651.7188,32,True,994521,0.80572712,0.00304266,12665,0.02174515,False,0.92163346,0.06421402,3.91e-06,,42,2
+18,10000000,34.375,64,True,833696,0.61004861,0.00061168,2783,0.04277121,False,0.30110423,0.50204183,0.00010304,,42,0
+18,10000000,21.71875,64,True,833696,0.61004861,0.00061168,2783,0.04277121,False,0.30110423,0.50204183,0.00010304,,42,1
+18,10000000,41.09375,64,True,833696,0.61004861,0.00061168,2783,0.04277121,False,0.30110423,0.50204183,0.00010304,,42,2
+19,10000000,19.53125,16,False,337223,0.58927233,0.00408634,24020,0.01829808,True,,,,714.0,42,0
+19,10000000,17.1875,16,False,337223,0.58927233,0.00408634,24020,0.01829808,True,,,,714.0,42,1
+19,10000000,28.59375,16,False,337223,0.58927233,0.00408634,24020,0.01829808,True,,,,714.0,42,2
+20,10000000,3118.3594,16,True,323942,0.71085197,0.01296938,23204,0.02220917,False,0.18361757,0.05649631,9.6e-07,,42,0
+20,10000000,1940.1562,16,True,323942,0.71085197,0.01296938,23204,0.02220917,False,0.18361757,0.05649631,9.6e-07,,42,1
+20,10000000,2436.4844,16,True,323942,0.71085197,0.01296938,23204,0.02220917,False,0.18361757,0.05649631,9.6e-07,,42,2
+21,10000000,17.34375,64,False,245907,0.92320392,5.271e-05,13336,0.16008376,False,,,,,42,0
+21,10000000,40.15625,64,False,245907,0.92320392,5.271e-05,13336,0.16008376,False,,,,,42,1
+21,10000000,17.03125,64,False,245907,0.92320392,5.271e-05,13336,0.16008376,False,,,,,42,2
+22,10000000,138.90625,64,False,665204,0.55764101,0.00018868,3691,0.13956147,True,,,,318.0,42,0
+22,10000000,172.5,64,False,665204,0.55764101,0.00018868,3691,0.13956147,True,,,,318.0,42,1
+22,10000000,110.15625,64,False,665204,0.55764101,0.00018868,3691,0.13956147,True,,,,318.0,42,2
 23,10000000,17.34375,64,True,33757,0.64850144,0.03562013,11450,0.01879279,True,0.07433655,0.12913537,0.00020175,1044.0,42,0
 23,10000000,17.1875,64,True,33757,0.64850144,0.03562013,11450,0.01879279,True,0.07433655,0.12913537,0.00020175,1044.0,42,1
 23,10000000,28.59375,64,True,33757,0.64850144,0.03562013,11450,0.01879279,True,0.07433655,0.12913537,0.00020175,1044.0,42,2
-24,10000000,194.6875,32,True,324581,0.51743258,2.316e-05,14798,0.0569968,False,0.68642618,0.59648371,1.17e-06,NaN,42,0
-24,10000000,77.1875,32,True,324581,0.51743258,2.316e-05,14798,0.0569968,False,0.68642618,0.59648371,1.17e-06,NaN,42,1
-24,10000000,51.875,32,True,324581,0.51743258,2.316e-05,14798,0.0569968,False,0.68642618,0.59648371,1.17e-06,NaN,42,2
-25,10000000,28.90625,16,True,49898,0.93953574,1.01e-06,31244,0.12673089,False,0.43791838,0.79091891,0.00012132,NaN,42,0
-25,10000000,17.1875,16,True,49898,0.93953574,1.01e-06,31244,0.12673089,False,0.43791838,0.79091891,0.00012132,NaN,42,1
-25,10000000,28.59375,16,True,49898,0.93953574,1.01e-06,31244,0.12673089,False,0.43791838,0.79091891,0.00012132,NaN,42,2
-26,10000000,285.07812,16,True,506958,0.50051474,0.0186659,15022,0.05537865,False,0.76249314,0.74837864,7.69e-06,NaN,42,0
-26,10000000,243.28125,16,True,506958,0.50051474,0.0186659,15022,0.05537865,False,0.76249314,0.74837864,7.69e-06,NaN,42,1
-26,10000000,3880.0,16,True,506958,0.50051474,0.0186659,15022,0.05537865,False,0.76249314,0.74837864,7.69e-06,NaN,42,2
-27,10000000,190.0,64,True,48861,0.84278264,0.00081256,5191,0.07971347,False,0.48570188,0.50389927,2.02e-06,NaN,42,0
-27,10000000,17.1875,64,True,48861,0.84278264,0.00081256,5191,0.07971347,False,0.48570188,0.50389927,2.02e-06,NaN,42,1
-27,10000000,1753.8281,64,True,48861,0.84278264,0.00081256,5191,0.07971347,False,0.48570188,0.50389927,2.02e-06,NaN,42,2
-28,10000000,39.21875,32,False,943531,0.85323786,0.00350996,25850,0.11104729,False,NaN,NaN,NaN,NaN,42,0
-28,10000000,50.78125,32,False,943531,0.85323786,0.00350996,25850,0.11104729,False,NaN,NaN,NaN,NaN,42,1
-28,10000000,19.53125,32,False,943531,0.85323786,0.00350996,25850,0.11104729,False,NaN,NaN,NaN,NaN,42,2
+24,10000000,194.6875,32,True,324581,0.51743258,2.316e-05,14798,0.0569968,False,0.68642618,0.59648371,1.17e-06,,42,0
+24,10000000,77.1875,32,True,324581,0.51743258,2.316e-05,14798,0.0569968,False,0.68642618,0.59648371,1.17e-06,,42,1
+24,10000000,51.875,32,True,324581,0.51743258,2.316e-05,14798,0.0569968,False,0.68642618,0.59648371,1.17e-06,,42,2
+25,10000000,28.90625,16,True,49898,0.93953574,1.01e-06,31244,0.12673089,False,0.43791838,0.79091891,0.00012132,,42,0
+25,10000000,17.1875,16,True,49898,0.93953574,1.01e-06,31244,0.12673089,False,0.43791838,0.79091891,0.00012132,,42,1
+25,10000000,28.59375,16,True,49898,0.93953574,1.01e-06,31244,0.12673089,False,0.43791838,0.79091891,0.00012132,,42,2
+26,10000000,285.07812,16,True,506958,0.50051474,0.0186659,15022,0.05537865,False,0.76249314,0.74837864,7.69e-06,,42,0
+26,10000000,243.28125,16,True,506958,0.50051474,0.0186659,15022,0.05537865,False,0.76249314,0.74837864,7.69e-06,,42,1
+26,10000000,3880.0,16,True,506958,0.50051474,0.0186659,15022,0.05537865,False,0.76249314,0.74837864,7.69e-06,,42,2
+27,10000000,190.0,64,True,48861,0.84278264,0.00081256,5191,0.07971347,False,0.48570188,0.50389927,2.02e-06,,42,0
+27,10000000,17.1875,64,True,48861,0.84278264,0.00081256,5191,0.07971347,False,0.48570188,0.50389927,2.02e-06,,42,1
+27,10000000,1753.8281,64,True,48861,0.84278264,0.00081256,5191,0.07971347,False,0.48570188,0.50389927,2.02e-06,,42,2
+28,10000000,39.21875,32,False,943531,0.85323786,0.00350996,25850,0.11104729,False,,,,,42,0
+28,10000000,50.78125,32,False,943531,0.85323786,0.00350996,25850,0.11104729,False,,,,,42,1
+28,10000000,19.53125,32,False,943531,0.85323786,0.00350996,25850,0.11104729,False,,,,,42,2
 29,10000000,50.0,64,True,521008,0.87135326,1.59e-06,23039,0.15879826,True,0.73578189,0.24516789,9.7e-07,130.0,42,0
 29,10000000,40.15625,64,True,521008,0.87135326,1.59e-06,23039,0.15879826,True,0.73578189,0.24516789,9.7e-07,130.0,42,1
 29,10000000,17.03125,64,True,521008,0.87135326,1.59e-06,23039,0.15879826,True,0.73578189,0.24516789,9.7e-07,130.0,42,2
-30,10000000,48.28125,16,True,62391,0.61733702,0.00222306,11576,0.00829761,False,0.56255885,0.2388196,2.3e-07,NaN,42,0
-30,10000000,28.4375,16,True,62391,0.61733702,0.00222306,11576,0.00829761,False,0.56255885,0.2388196,2.3e-07,NaN,42,1
-30,10000000,17.34375,16,True,62391,0.61733702,0.00222306,11576,0.00829761,False,0.56255885,0.2388196,2.3e-07,NaN,42,2
-31,10000000,17.34375,32,True,331953,0.56287076,6.48e-06,27118,0.16778494,False,0.12197872,0.82857049,2.629e-05,NaN,42,0
-31,10000000,17.1875,32,True,331953,0.56287076,6.48e-06,27118,0.16778494,False,0.12197872,0.82857049,2.629e-05,NaN,42,1
-31,10000000,17.03125,32,True,331953,0.56287076,6.48e-06,27118,0.16778494,False,0.12197872,0.82857049,2.629e-05,NaN,42,2
-0,10000000,5097.2656,64,False,837185,0.60934248,0.01249455,30294,0.046164,False,NaN,NaN,NaN,NaN,45,0
-0,10000000,573.90625,64,False,837185,0.60934248,0.01249455,30294,0.046164,False,NaN,NaN,NaN,NaN,45,1
-0,10000000,1119.1406,64,False,837185,0.60934248,0.01249455,30294,0.046164,False,NaN,NaN,NaN,NaN,45,2
-1,10000000,39.21875,32,False,748119,0.51417741,0.0149344,17478,0.04096891,True,NaN,NaN,NaN,722.0,45,0
-1,10000000,50.78125,32,False,748119,0.51417741,0.0149344,17478,0.04096891,True,NaN,NaN,NaN,722.0,45,1
-1,10000000,28.59375,32,False,748119,0.51417741,0.0149344,17478,0.04096891,True,NaN,NaN,NaN,722.0,45,2
+30,10000000,48.28125,16,True,62391,0.61733702,0.00222306,11576,0.00829761,False,0.56255885,0.2388196,2.3e-07,,42,0
+30,10000000,28.4375,16,True,62391,0.61733702,0.00222306,11576,0.00829761,False,0.56255885,0.2388196,2.3e-07,,42,1
+30,10000000,17.34375,16,True,62391,0.61733702,0.00222306,11576,0.00829761,False,0.56255885,0.2388196,2.3e-07,,42,2
+31,10000000,17.34375,32,True,331953,0.56287076,6.48e-06,27118,0.16778494,False,0.12197872,0.82857049,2.629e-05,,42,0
+31,10000000,17.1875,32,True,331953,0.56287076,6.48e-06,27118,0.16778494,False,0.12197872,0.82857049,2.629e-05,,42,1
+31,10000000,17.03125,32,True,331953,0.56287076,6.48e-06,27118,0.16778494,False,0.12197872,0.82857049,2.629e-05,,42,2
+0,10000000,5097.2656,64,False,837185,0.60934248,0.01249455,30294,0.046164,False,,,,,45,0
+0,10000000,573.90625,64,False,837185,0.60934248,0.01249455,30294,0.046164,False,,,,,45,1
+0,10000000,1119.1406,64,False,837185,0.60934248,0.01249455,30294,0.046164,False,,,,,45,2
+1,10000000,39.21875,32,False,748119,0.51417741,0.0149344,17478,0.04096891,True,,,,722.0,45,0
+1,10000000,50.78125,32,False,748119,0.51417741,0.0149344,17478,0.04096891,True,,,,722.0,45,1
+1,10000000,28.59375,32,False,748119,0.51417741,0.0149344,17478,0.04096891,True,,,,722.0,45,2
 2,10000000,17.34375,64,True,33243,0.78549285,1.36e-05,7633,0.08237452,True,0.15617633,0.12237723,0.00017346,714.0,45,0
 2,10000000,17.1875,64,True,33243,0.78549285,1.36e-05,7633,0.08237452,True,0.15617633,0.12237723,0.00017346,714.0,45,1
 2,10000000,41.09375,64,True,33243,0.78549285,1.36e-05,7633,0.08237452,True,0.15617633,0.12237723,0.00017346,714.0,45,2
-3,10000000,17.34375,16,False,411701,0.81430974,1.474e-05,19267,0.06293144,False,NaN,NaN,NaN,NaN,45,0
-3,10000000,22.65625,16,False,411701,0.81430974,1.474e-05,19267,0.06293144,False,NaN,NaN,NaN,NaN,45,1
-3,10000000,17.03125,16,False,411701,0.81430974,1.474e-05,19267,0.06293144,False,NaN,NaN,NaN,NaN,45,2
-4,10000000,50.0,16,False,720659,0.97182096,8.52e-06,12567,0.10926124,True,NaN,NaN,NaN,1458.0,45,0
-4,10000000,17.1875,16,False,720659,0.97182096,8.52e-06,12567,0.10926124,True,NaN,NaN,NaN,1458.0,45,1
-4,10000000,17.03125,16,False,720659,0.97182096,8.52e-06,12567,0.10926124,True,NaN,NaN,NaN,1458.0,45,2
-5,10000000,398.125,64,True,213395,0.98821614,0.00032639,25975,0.10463475,False,0.78112237,0.27668228,5.16e-06,NaN,45,0
-5,10000000,28.4375,64,True,213395,0.98821614,0.00032639,25975,0.10463475,False,0.78112237,0.27668228,5.16e-06,NaN,45,1
-5,10000000,17.03125,64,True,213395,0.98821614,0.00032639,25975,0.10463475,False,0.78112237,0.27668228,5.16e-06,NaN,45,2
-6,10000000,17.34375,64,True,400764,0.58444982,0.01002003,6286,0.01490956,False,0.62206881,0.51208848,9.2e-07,NaN,45,0
-6,10000000,17.1875,64,True,400764,0.58444982,0.01002003,6286,0.01490956,False,0.62206881,0.51208848,9.2e-07,NaN,45,1
-6,10000000,41.09375,64,True,400764,0.58444982,0.01002003,6286,0.01490956,False,0.62206881,0.51208848,9.2e-07,NaN,45,2
-7,10000000,7313.2812,64,False,763278,0.96053412,0.03250372,13563,0.11220367,False,NaN,NaN,NaN,NaN,45,0
-7,10000000,8576.328,64,False,763278,0.96053412,0.03250372,13563,0.11220367,False,NaN,NaN,NaN,NaN,45,1
-7,10000000,10421.172,64,False,763278,0.96053412,0.03250372,13563,0.11220367,False,NaN,NaN,NaN,NaN,45,2
-8,10000000,28.90625,64,False,427484,0.71726098,0.00011798,6508,0.07234746,True,NaN,NaN,NaN,813.0,45,0
-8,10000000,17.1875,64,False,427484,0.71726098,0.00011798,6508,0.07234746,True,NaN,NaN,NaN,813.0,45,1
-8,10000000,41.09375,64,False,427484,0.71726098,0.00011798,6508,0.07234746,True,NaN,NaN,NaN,813.0,45,2
-9,10000000,4066.1719,32,False,698799,0.70472129,0.00025196,7938,0.04767581,True,NaN,NaN,NaN,1693.0,45,0
-9,10000000,1534.7656,32,False,698799,0.70472129,0.00025196,7938,0.04767581,True,NaN,NaN,NaN,1693.0,45,1
-9,10000000,3542.9688,32,False,698799,0.70472129,0.00025196,7938,0.04767581,True,NaN,NaN,NaN,1693.0,45,2
+3,10000000,17.34375,16,False,411701,0.81430974,1.474e-05,19267,0.06293144,False,,,,,45,0
+3,10000000,22.65625,16,False,411701,0.81430974,1.474e-05,19267,0.06293144,False,,,,,45,1
+3,10000000,17.03125,16,False,411701,0.81430974,1.474e-05,19267,0.06293144,False,,,,,45,2
+4,10000000,50.0,16,False,720659,0.97182096,8.52e-06,12567,0.10926124,True,,,,1458.0,45,0
+4,10000000,17.1875,16,False,720659,0.97182096,8.52e-06,12567,0.10926124,True,,,,1458.0,45,1
+4,10000000,17.03125,16,False,720659,0.97182096,8.52e-06,12567,0.10926124,True,,,,1458.0,45,2
+5,10000000,398.125,64,True,213395,0.98821614,0.00032639,25975,0.10463475,False,0.78112237,0.27668228,5.16e-06,,45,0
+5,10000000,28.4375,64,True,213395,0.98821614,0.00032639,25975,0.10463475,False,0.78112237,0.27668228,5.16e-06,,45,1
+5,10000000,17.03125,64,True,213395,0.98821614,0.00032639,25975,0.10463475,False,0.78112237,0.27668228,5.16e-06,,45,2
+6,10000000,17.34375,64,True,400764,0.58444982,0.01002003,6286,0.01490956,False,0.62206881,0.51208848,9.2e-07,,45,0
+6,10000000,17.1875,64,True,400764,0.58444982,0.01002003,6286,0.01490956,False,0.62206881,0.51208848,9.2e-07,,45,1
+6,10000000,41.09375,64,True,400764,0.58444982,0.01002003,6286,0.01490956,False,0.62206881,0.51208848,9.2e-07,,45,2
+7,10000000,7313.2812,64,False,763278,0.96053412,0.03250372,13563,0.11220367,False,,,,,45,0
+7,10000000,8576.328,64,False,763278,0.96053412,0.03250372,13563,0.11220367,False,,,,,45,1
+7,10000000,10421.172,64,False,763278,0.96053412,0.03250372,13563,0.11220367,False,,,,,45,2
+8,10000000,28.90625,64,False,427484,0.71726098,0.00011798,6508,0.07234746,True,,,,813.0,45,0
+8,10000000,17.1875,64,False,427484,0.71726098,0.00011798,6508,0.07234746,True,,,,813.0,45,1
+8,10000000,41.09375,64,False,427484,0.71726098,0.00011798,6508,0.07234746,True,,,,813.0,45,2
+9,10000000,4066.1719,32,False,698799,0.70472129,0.00025196,7938,0.04767581,True,,,,1693.0,45,0
+9,10000000,1534.7656,32,False,698799,0.70472129,0.00025196,7938,0.04767581,True,,,,1693.0,45,1
+9,10000000,3542.9688,32,False,698799,0.70472129,0.00025196,7938,0.04767581,True,,,,1693.0,45,2
 10,10000000,39.21875,64,True,711095,0.70349459,7.405e-05,16088,0.04507935,True,0.63502363,0.98109771,8.04e-06,916.0,45,0
 10,10000000,17.1875,64,True,711095,0.70349459,7.405e-05,16088,0.04507935,True,0.63502363,0.98109771,8.04e-06,916.0,45,1
 10,10000000,41.09375,64,True,711095,0.70349459,7.405e-05,16088,0.04507935,True,0.63502363,0.98109771,8.04e-06,916.0,45,2
-11,10000000,4084.9219,16,True,800471,0.80573947,2.534e-05,30240,0.13823277,False,0.53147786,0.80343439,0.00092926,NaN,45,0
-11,10000000,5643.2812,16,True,800471,0.80573947,2.534e-05,30240,0.13823277,False,0.53147786,0.80343439,0.00092926,NaN,45,1
-11,10000000,1086.875,16,True,800471,0.80573947,2.534e-05,30240,0.13823277,False,0.53147786,0.80343439,0.00092926,NaN,45,2
-12,10000000,5147.6562,16,False,293356,0.88236494,0.00010944,13851,0.07211582,False,NaN,NaN,NaN,NaN,45,0
-12,10000000,6325.078,16,False,293356,0.88236494,0.00010944,13851,0.07211582,False,NaN,NaN,NaN,NaN,45,1
-12,10000000,6698.3594,16,False,293356,0.88236494,0.00010944,13851,0.07211582,False,NaN,NaN,NaN,NaN,45,2
-13,10000000,39.21875,64,True,862745,0.64504648,5.57e-06,30331,0.13883241,False,0.37270377,0.14941589,0.00014503,NaN,45,0
-13,10000000,17.1875,64,True,862745,0.64504648,5.57e-06,30331,0.13883241,False,0.37270377,0.14941589,0.00014503,NaN,45,1
-13,10000000,17.03125,64,True,862745,0.64504648,5.57e-06,30331,0.13883241,False,0.37270377,0.14941589,0.00014503,NaN,45,2
-14,10000000,39.6875,64,True,17544,0.87220035,1.34e-06,17045,0.1440217,False,0.35769599,0.24599159,1.2e-07,NaN,45,0
-14,10000000,199.6875,64,True,17544,0.87220035,1.34e-06,17045,0.1440217,False,0.35769599,0.24599159,1.2e-07,NaN,45,1
-14,10000000,29.375,64,True,17544,0.87220035,1.34e-06,17045,0.1440217,False,0.35769599,0.24599159,1.2e-07,NaN,45,2
-15,10000000,47.03125,32,False,499124,0.66865818,0.00012868,26085,0.01639198,False,NaN,NaN,NaN,NaN,45,0
-15,10000000,17.1875,32,False,499124,0.66865818,0.00012868,26085,0.01639198,False,NaN,NaN,NaN,NaN,45,1
-15,10000000,93.90625,32,False,499124,0.66865818,0.00012868,26085,0.01639198,False,NaN,NaN,NaN,NaN,45,2
-16,10000000,17.34375,32,True,251754,0.50459537,0.00011542,11245,0.14602219,False,0.92330931,0.7572416,1.32e-06,NaN,45,0
-16,10000000,17.1875,32,True,251754,0.50459537,0.00011542,11245,0.14602219,False,0.92330931,0.7572416,1.32e-06,NaN,45,1
-16,10000000,52.34375,32,True,251754,0.50459537,0.00011542,11245,0.14602219,False,0.92330931,0.7572416,1.32e-06,NaN,45,2
+11,10000000,4084.9219,16,True,800471,0.80573947,2.534e-05,30240,0.13823277,False,0.53147786,0.80343439,0.00092926,,45,0
+11,10000000,5643.2812,16,True,800471,0.80573947,2.534e-05,30240,0.13823277,False,0.53147786,0.80343439,0.00092926,,45,1
+11,10000000,1086.875,16,True,800471,0.80573947,2.534e-05,30240,0.13823277,False,0.53147786,0.80343439,0.00092926,,45,2
+12,10000000,5147.6562,16,False,293356,0.88236494,0.00010944,13851,0.07211582,False,,,,,45,0
+12,10000000,6325.078,16,False,293356,0.88236494,0.00010944,13851,0.07211582,False,,,,,45,1
+12,10000000,6698.3594,16,False,293356,0.88236494,0.00010944,13851,0.07211582,False,,,,,45,2
+13,10000000,39.21875,64,True,862745,0.64504648,5.57e-06,30331,0.13883241,False,0.37270377,0.14941589,0.00014503,,45,0
+13,10000000,17.1875,64,True,862745,0.64504648,5.57e-06,30331,0.13883241,False,0.37270377,0.14941589,0.00014503,,45,1
+13,10000000,17.03125,64,True,862745,0.64504648,5.57e-06,30331,0.13883241,False,0.37270377,0.14941589,0.00014503,,45,2
+14,10000000,39.6875,64,True,17544,0.87220035,1.34e-06,17045,0.1440217,False,0.35769599,0.24599159,1.2e-07,,45,0
+14,10000000,199.6875,64,True,17544,0.87220035,1.34e-06,17045,0.1440217,False,0.35769599,0.24599159,1.2e-07,,45,1
+14,10000000,29.375,64,True,17544,0.87220035,1.34e-06,17045,0.1440217,False,0.35769599,0.24599159,1.2e-07,,45,2
+15,10000000,47.03125,32,False,499124,0.66865818,0.00012868,26085,0.01639198,False,,,,,45,0
+15,10000000,17.1875,32,False,499124,0.66865818,0.00012868,26085,0.01639198,False,,,,,45,1
+15,10000000,93.90625,32,False,499124,0.66865818,0.00012868,26085,0.01639198,False,,,,,45,2
+16,10000000,17.34375,32,True,251754,0.50459537,0.00011542,11245,0.14602219,False,0.92330931,0.7572416,1.32e-06,,45,0
+16,10000000,17.1875,32,True,251754,0.50459537,0.00011542,11245,0.14602219,False,0.92330931,0.7572416,1.32e-06,,45,1
+16,10000000,52.34375,32,True,251754,0.50459537,0.00011542,11245,0.14602219,False,0.92330931,0.7572416,1.32e-06,,45,2
 17,10000000,155.9375,16,True,934655,0.94549454,0.0006448,32188,0.07218684,True,0.24804639,0.27688635,8.8e-07,619.0,45,0
 17,10000000,203.4375,16,True,934655,0.94549454,0.0006448,32188,0.07218684,True,0.24804639,0.27688635,8.8e-07,619.0,45,1
 17,10000000,154.53125,16,True,934655,0.94549454,0.0006448,32188,0.07218684,True,0.24804639,0.27688635,8.8e-07,619.0,45,2
 18,10000000,1545.5469,64,True,843944,0.52993895,6.515e-05,27971,0.05603194,True,0.38637474,0.34378629,1.01e-06,1268.0,45,0
 18,10000000,114.21875,64,True,843944,0.52993895,6.515e-05,27971,0.05603194,True,0.38637474,0.34378629,1.01e-06,1268.0,45,1
 18,10000000,369.53125,64,True,843944,0.52993895,6.515e-05,27971,0.05603194,True,0.38637474,0.34378629,1.01e-06,1268.0,45,2
-19,10000000,28.90625,16,False,486987,0.6988832,6.87e-05,26627,0.17082156,True,NaN,NaN,NaN,592.0,45,0
-19,10000000,17.1875,16,False,486987,0.6988832,6.87e-05,26627,0.17082156,True,NaN,NaN,NaN,592.0,45,1
-19,10000000,17.03125,16,False,486987,0.6988832,6.87e-05,26627,0.17082156,True,NaN,NaN,NaN,592.0,45,2
-20,10000000,51.25,32,True,704751,0.75045395,0.00473661,20133,0.15286141,False,0.43603291,0.20553747,2.4e-06,NaN,45,0
-20,10000000,50.78125,32,True,704751,0.75045395,0.00473661,20133,0.15286141,False,0.43603291,0.20553747,2.4e-06,NaN,45,1
-20,10000000,28.59375,32,True,704751,0.75045395,0.00473661,20133,0.15286141,False,0.43603291,0.20553747,2.4e-06,NaN,45,2
-21,10000000,17.34375,64,True,756848,0.82006794,0.00036961,24304,0.16668876,False,0.55898618,0.40855784,1.7e-07,NaN,45,0
-21,10000000,17.1875,64,True,756848,0.82006794,0.00036961,24304,0.16668876,False,0.55898618,0.40855784,1.7e-07,NaN,45,1
-21,10000000,28.59375,64,True,756848,0.82006794,0.00036961,24304,0.16668876,False,0.55898618,0.40855784,1.7e-07,NaN,45,2
-22,10000000,4992.5,64,False,211536,0.5735152,0.03186029,23787,0.13127414,True,NaN,NaN,NaN,1640.0,45,0
-22,10000000,1087.2656,64,False,211536,0.5735152,0.03186029,23787,0.13127414,True,NaN,NaN,NaN,1640.0,45,1
-22,10000000,3794.5312,64,False,211536,0.5735152,0.03186029,23787,0.13127414,True,NaN,NaN,NaN,1640.0,45,2
-23,10000000,8976.172,16,True,998720,0.93564497,1.266e-05,13942,0.11115343,False,0.83211685,0.06332554,2.43e-06,NaN,45,0
-23,10000000,6134.375,16,True,998720,0.93564497,1.266e-05,13942,0.11115343,False,0.83211685,0.06332554,2.43e-06,NaN,45,1
-23,10000000,5095.4688,16,True,998720,0.93564497,1.266e-05,13942,0.11115343,False,0.83211685,0.06332554,2.43e-06,NaN,45,2
-24,10000000,941.1719,64,True,880565,0.7617753,0.00044985,1864,0.08560807,False,0.30390185,0.71119577,0.00063742,NaN,45,0
-24,10000000,127.1875,64,True,880565,0.7617753,0.00044985,1864,0.08560807,False,0.30390185,0.71119577,0.00063742,NaN,45,1
-24,10000000,31.875,64,True,880565,0.7617753,0.00044985,1864,0.08560807,False,0.30390185,0.71119577,0.00063742,NaN,45,2
-25,10000000,3745.3906,32,True,532570,0.53631285,0.00579173,31991,0.12715917,False,0.57720295,0.90278465,0.00080943,NaN,45,0
-25,10000000,3435.3125,32,True,532570,0.53631285,0.00579173,31991,0.12715917,False,0.57720295,0.90278465,0.00080943,NaN,45,1
-25,10000000,3891.25,32,True,532570,0.53631285,0.00579173,31991,0.12715917,False,0.57720295,0.90278465,0.00080943,NaN,45,2
-26,10000000,415.3125,16,True,961010,0.62988177,0.00309472,15496,0.13597147,False,0.84401892,0.45552765,1.177e-05,NaN,45,0
-26,10000000,135.9375,16,True,961010,0.62988177,0.00309472,15496,0.13597147,False,0.84401892,0.45552765,1.177e-05,NaN,45,1
-26,10000000,307.65625,16,True,961010,0.62988177,0.00309472,15496,0.13597147,False,0.84401892,0.45552765,1.177e-05,NaN,45,2
-27,10000000,210.0,16,False,90767,0.76534557,6.56e-06,15883,0.10994409,True,NaN,NaN,NaN,1923.0,45,0
-27,10000000,4698.2812,16,False,90767,0.76534557,6.56e-06,15883,0.10994409,True,NaN,NaN,NaN,1923.0,45,1
-27,10000000,857.8125,16,False,90767,0.76534557,6.56e-06,15883,0.10994409,True,NaN,NaN,NaN,1923.0,45,2
-28,10000000,17.34375,32,False,728365,0.67152924,2.027e-05,3514,0.09799926,True,NaN,NaN,NaN,1179.0,45,0
-28,10000000,17.1875,32,False,728365,0.67152924,2.027e-05,3514,0.09799926,True,NaN,NaN,NaN,1179.0,45,1
-28,10000000,51.40625,32,False,728365,0.67152924,2.027e-05,3514,0.09799926,True,NaN,NaN,NaN,1179.0,45,2
-29,10000000,17.34375,32,True,377967,0.53621336,7.173e-05,27947,0.02713309,False,0.39488728,0.0144529,0.00069043,NaN,45,0
-29,10000000,17.1875,32,True,377967,0.53621336,7.173e-05,27947,0.02713309,False,0.39488728,0.0144529,0.00069043,NaN,45,1
-29,10000000,52.5,32,True,377967,0.53621336,7.173e-05,27947,0.02713309,False,0.39488728,0.0144529,0.00069043,NaN,45,2
+19,10000000,28.90625,16,False,486987,0.6988832,6.87e-05,26627,0.17082156,True,,,,592.0,45,0
+19,10000000,17.1875,16,False,486987,0.6988832,6.87e-05,26627,0.17082156,True,,,,592.0,45,1
+19,10000000,17.03125,16,False,486987,0.6988832,6.87e-05,26627,0.17082156,True,,,,592.0,45,2
+20,10000000,51.25,32,True,704751,0.75045395,0.00473661,20133,0.15286141,False,0.43603291,0.20553747,2.4e-06,,45,0
+20,10000000,50.78125,32,True,704751,0.75045395,0.00473661,20133,0.15286141,False,0.43603291,0.20553747,2.4e-06,,45,1
+20,10000000,28.59375,32,True,704751,0.75045395,0.00473661,20133,0.15286141,False,0.43603291,0.20553747,2.4e-06,,45,2
+21,10000000,17.34375,64,True,756848,0.82006794,0.00036961,24304,0.16668876,False,0.55898618,0.40855784,1.7e-07,,45,0
+21,10000000,17.1875,64,True,756848,0.82006794,0.00036961,24304,0.16668876,False,0.55898618,0.40855784,1.7e-07,,45,1
+21,10000000,28.59375,64,True,756848,0.82006794,0.00036961,24304,0.16668876,False,0.55898618,0.40855784,1.7e-07,,45,2
+22,10000000,4992.5,64,False,211536,0.5735152,0.03186029,23787,0.13127414,True,,,,1640.0,45,0
+22,10000000,1087.2656,64,False,211536,0.5735152,0.03186029,23787,0.13127414,True,,,,1640.0,45,1
+22,10000000,3794.5312,64,False,211536,0.5735152,0.03186029,23787,0.13127414,True,,,,1640.0,45,2
+23,10000000,8976.172,16,True,998720,0.93564497,1.266e-05,13942,0.11115343,False,0.83211685,0.06332554,2.43e-06,,45,0
+23,10000000,6134.375,16,True,998720,0.93564497,1.266e-05,13942,0.11115343,False,0.83211685,0.06332554,2.43e-06,,45,1
+23,10000000,5095.4688,16,True,998720,0.93564497,1.266e-05,13942,0.11115343,False,0.83211685,0.06332554,2.43e-06,,45,2
+24,10000000,941.1719,64,True,880565,0.7617753,0.00044985,1864,0.08560807,False,0.30390185,0.71119577,0.00063742,,45,0
+24,10000000,127.1875,64,True,880565,0.7617753,0.00044985,1864,0.08560807,False,0.30390185,0.71119577,0.00063742,,45,1
+24,10000000,31.875,64,True,880565,0.7617753,0.00044985,1864,0.08560807,False,0.30390185,0.71119577,0.00063742,,45,2
+25,10000000,3745.3906,32,True,532570,0.53631285,0.00579173,31991,0.12715917,False,0.57720295,0.90278465,0.00080943,,45,0
+25,10000000,3435.3125,32,True,532570,0.53631285,0.00579173,31991,0.12715917,False,0.57720295,0.90278465,0.00080943,,45,1
+25,10000000,3891.25,32,True,532570,0.53631285,0.00579173,31991,0.12715917,False,0.57720295,0.90278465,0.00080943,,45,2
+26,10000000,415.3125,16,True,961010,0.62988177,0.00309472,15496,0.13597147,False,0.84401892,0.45552765,1.177e-05,,45,0
+26,10000000,135.9375,16,True,961010,0.62988177,0.00309472,15496,0.13597147,False,0.84401892,0.45552765,1.177e-05,,45,1
+26,10000000,307.65625,16,True,961010,0.62988177,0.00309472,15496,0.13597147,False,0.84401892,0.45552765,1.177e-05,,45,2
+27,10000000,210.0,16,False,90767,0.76534557,6.56e-06,15883,0.10994409,True,,,,1923.0,45,0
+27,10000000,4698.2812,16,False,90767,0.76534557,6.56e-06,15883,0.10994409,True,,,,1923.0,45,1
+27,10000000,857.8125,16,False,90767,0.76534557,6.56e-06,15883,0.10994409,True,,,,1923.0,45,2
+28,10000000,17.34375,32,False,728365,0.67152924,2.027e-05,3514,0.09799926,True,,,,1179.0,45,0
+28,10000000,17.1875,32,False,728365,0.67152924,2.027e-05,3514,0.09799926,True,,,,1179.0,45,1
+28,10000000,51.40625,32,False,728365,0.67152924,2.027e-05,3514,0.09799926,True,,,,1179.0,45,2
+29,10000000,17.34375,32,True,377967,0.53621336,7.173e-05,27947,0.02713309,False,0.39488728,0.0144529,0.00069043,,45,0
+29,10000000,17.1875,32,True,377967,0.53621336,7.173e-05,27947,0.02713309,False,0.39488728,0.0144529,0.00069043,,45,1
+29,10000000,52.5,32,True,377967,0.53621336,7.173e-05,27947,0.02713309,False,0.39488728,0.0144529,0.00069043,,45,2
 30,10000000,28.90625,16,True,825107,0.70528816,9.84e-06,25088,0.02979732,True,0.19313655,0.68344098,7.1e-07,1292.0,45,0
 30,10000000,17.1875,16,True,825107,0.70528816,9.84e-06,25088,0.02979732,True,0.19313655,0.68344098,7.1e-07,1292.0,45,1
 30,10000000,46.09375,16,True,825107,0.70528816,9.84e-06,25088,0.02979732,True,0.19313655,0.68344098,7.1e-07,1292.0,45,2
 31,10000000,28.90625,16,True,490611,0.55751484,0.08168719,24664,0.13528732,True,0.32081606,0.72775454,7.452e-05,660.0,45,0
 31,10000000,17.1875,16,True,490611,0.55751484,0.08168719,24664,0.13528732,True,0.32081606,0.72775454,7.452e-05,660.0,45,1
 31,10000000,17.03125,16,True,490611,0.55751484,0.08168719,24664,0.13528732,True,0.32081606,0.72775454,7.452e-05,660.0,45,2
-0,10000000,58.125,16,False,589718,0.60405949,7.71e-06,32658,0.09228211,True,NaN,NaN,NaN,1792.0,44,0
-0,10000000,248.75,16,False,589718,0.60405949,7.71e-06,32658,0.09228211,True,NaN,NaN,NaN,1792.0,44,1
-0,10000000,263.4375,16,False,589718,0.60405949,7.71e-06,32658,0.09228211,True,NaN,NaN,NaN,1792.0,44,2
-1,10000000,17.34375,32,False,373781,0.82853814,0.00249302,31784,0.18237157,False,NaN,NaN,NaN,NaN,44,0
-1,10000000,17.1875,32,False,373781,0.82853814,0.00249302,31784,0.18237157,False,NaN,NaN,NaN,NaN,44,1
-1,10000000,17.03125,32,False,373781,0.82853814,0.00249302,31784,0.18237157,False,NaN,NaN,NaN,NaN,44,2
+0,10000000,58.125,16,False,589718,0.60405949,7.71e-06,32658,0.09228211,True,,,,1792.0,44,0
+0,10000000,248.75,16,False,589718,0.60405949,7.71e-06,32658,0.09228211,True,,,,1792.0,44,1
+0,10000000,263.4375,16,False,589718,0.60405949,7.71e-06,32658,0.09228211,True,,,,1792.0,44,2
+1,10000000,17.34375,32,False,373781,0.82853814,0.00249302,31784,0.18237157,False,,,,,44,0
+1,10000000,17.1875,32,False,373781,0.82853814,0.00249302,31784,0.18237157,False,,,,,44,1
+1,10000000,17.03125,32,False,373781,0.82853814,0.00249302,31784,0.18237157,False,,,,,44,2
 2,10000000,44.21875,64,True,953994,0.60430254,1.54e-06,18277,0.1357826,True,0.80272739,0.11989336,9.536e-05,286.0,44,0
 2,10000000,182.34375,64,True,953994,0.60430254,1.54e-06,18277,0.1357826,True,0.80272739,0.11989336,9.536e-05,286.0,44,1
 2,10000000,2372.8906,64,True,953994,0.60430254,1.54e-06,18277,0.1357826,True,0.80272739,0.11989336,9.536e-05,286.0,44,2
-3,10000000,47.1875,32,False,996307,0.99326097,0.0007336,18912,0.02704446,True,NaN,NaN,NaN,764.0,44,0
-3,10000000,17.1875,32,False,996307,0.99326097,0.0007336,18912,0.02704446,True,NaN,NaN,NaN,764.0,44,1
-3,10000000,17.03125,32,False,996307,0.99326097,0.0007336,18912,0.02704446,True,NaN,NaN,NaN,764.0,44,2
-4,10000000,526.25,32,False,41086,0.98489732,0.00156647,30675,0.06718586,True,NaN,NaN,NaN,1576.0,44,0
-4,10000000,132.5,32,False,41086,0.98489732,0.00156647,30675,0.06718586,True,NaN,NaN,NaN,1576.0,44,1
-4,10000000,169.21875,32,False,41086,0.98489732,0.00156647,30675,0.06718586,True,NaN,NaN,NaN,1576.0,44,2
-5,10000000,3498.125,64,False,244609,0.72418253,5.67e-06,13245,0.16218756,False,NaN,NaN,NaN,NaN,44,0
-5,10000000,1610.3125,64,False,244609,0.72418253,5.67e-06,13245,0.16218756,False,NaN,NaN,NaN,NaN,44,1
-5,10000000,291.71875,64,False,244609,0.72418253,5.67e-06,13245,0.16218756,False,NaN,NaN,NaN,NaN,44,2
-6,10000000,92.03125,64,True,905933,0.68259777,2.201e-05,2577,0.0164435,False,0.42224099,0.95876342,4.844e-05,NaN,44,0
-6,10000000,70.15625,64,True,905933,0.68259777,2.201e-05,2577,0.0164435,False,0.42224099,0.95876342,4.844e-05,NaN,44,1
-6,10000000,117.96875,64,True,905933,0.68259777,2.201e-05,2577,0.0164435,False,0.42224099,0.95876342,4.844e-05,NaN,44,2
-7,10000000,1785.625,32,False,517087,0.66923875,6.94e-06,7381,0.00677783,False,NaN,NaN,NaN,NaN,44,0
-7,10000000,2349.2969,32,False,517087,0.66923875,6.94e-06,7381,0.00677783,False,NaN,NaN,NaN,NaN,44,1
-7,10000000,1764.375,32,False,517087,0.66923875,6.94e-06,7381,0.00677783,False,NaN,NaN,NaN,NaN,44,2
-8,10000000,3688.5938,32,True,689164,0.54086339,0.00374298,29297,0.10460269,False,0.67268371,0.23836616,0.0001286,NaN,44,0
-8,10000000,2714.6875,32,True,689164,0.54086339,0.00374298,29297,0.10460269,False,0.67268371,0.23836616,0.0001286,NaN,44,1
-8,10000000,3040.7812,32,True,689164,0.54086339,0.00374298,29297,0.10460269,False,0.67268371,0.23836616,0.0001286,NaN,44,2
+3,10000000,47.1875,32,False,996307,0.99326097,0.0007336,18912,0.02704446,True,,,,764.0,44,0
+3,10000000,17.1875,32,False,996307,0.99326097,0.0007336,18912,0.02704446,True,,,,764.0,44,1
+3,10000000,17.03125,32,False,996307,0.99326097,0.0007336,18912,0.02704446,True,,,,764.0,44,2
+4,10000000,526.25,32,False,41086,0.98489732,0.00156647,30675,0.06718586,True,,,,1576.0,44,0
+4,10000000,132.5,32,False,41086,0.98489732,0.00156647,30675,0.06718586,True,,,,1576.0,44,1
+4,10000000,169.21875,32,False,41086,0.98489732,0.00156647,30675,0.06718586,True,,,,1576.0,44,2
+5,10000000,3498.125,64,False,244609,0.72418253,5.67e-06,13245,0.16218756,False,,,,,44,0
+5,10000000,1610.3125,64,False,244609,0.72418253,5.67e-06,13245,0.16218756,False,,,,,44,1
+5,10000000,291.71875,64,False,244609,0.72418253,5.67e-06,13245,0.16218756,False,,,,,44,2
+6,10000000,92.03125,64,True,905933,0.68259777,2.201e-05,2577,0.0164435,False,0.42224099,0.95876342,4.844e-05,,44,0
+6,10000000,70.15625,64,True,905933,0.68259777,2.201e-05,2577,0.0164435,False,0.42224099,0.95876342,4.844e-05,,44,1
+6,10000000,117.96875,64,True,905933,0.68259777,2.201e-05,2577,0.0164435,False,0.42224099,0.95876342,4.844e-05,,44,2
+7,10000000,1785.625,32,False,517087,0.66923875,6.94e-06,7381,0.00677783,False,,,,,44,0
+7,10000000,2349.2969,32,False,517087,0.66923875,6.94e-06,7381,0.00677783,False,,,,,44,1
+7,10000000,1764.375,32,False,517087,0.66923875,6.94e-06,7381,0.00677783,False,,,,,44,2
+8,10000000,3688.5938,32,True,689164,0.54086339,0.00374298,29297,0.10460269,False,0.67268371,0.23836616,0.0001286,,44,0
+8,10000000,2714.6875,32,True,689164,0.54086339,0.00374298,29297,0.10460269,False,0.67268371,0.23836616,0.0001286,,44,1
+8,10000000,3040.7812,32,True,689164,0.54086339,0.00374298,29297,0.10460269,False,0.67268371,0.23836616,0.0001286,,44,2
 9,10000000,4231.875,64,True,537645,0.8682593,0.00319804,10845,0.00659377,True,0.40360285,0.37012879,7.836e-05,1870.0,44,0
 9,10000000,2734.4531,64,True,537645,0.8682593,0.00319804,10845,0.00659377,True,0.40360285,0.37012879,7.836e-05,1870.0,44,1
 9,10000000,4055.3906,64,True,537645,0.8682593,0.00319804,10845,0.00659377,True,0.40360285,0.37012879,7.836e-05,1870.0,44,2
-10,10000000,3895.8594,64,False,96307,0.81979662,1.797e-05,10496,0.01193474,False,NaN,NaN,NaN,NaN,44,0
-10,10000000,191.25,64,False,96307,0.81979662,1.797e-05,10496,0.01193474,False,NaN,NaN,NaN,NaN,44,1
-10,10000000,1219.5312,64,False,96307,0.81979662,1.797e-05,10496,0.01193474,False,NaN,NaN,NaN,NaN,44,2
-11,10000000,17.34375,32,False,283653,0.86240061,0.03779499,31630,0.11523619,True,NaN,NaN,NaN,1867.0,44,0
-11,10000000,434.21875,32,False,283653,0.86240061,0.03779499,31630,0.11523619,True,NaN,NaN,NaN,1867.0,44,1
-11,10000000,28.59375,32,False,283653,0.86240061,0.03779499,31630,0.11523619,True,NaN,NaN,NaN,1867.0,44,2
-12,10000000,309.375,64,False,433521,0.8482017,3.535e-05,5877,0.17358523,True,NaN,NaN,NaN,153.0,44,0
-12,10000000,162.65625,64,False,433521,0.8482017,3.535e-05,5877,0.17358523,True,NaN,NaN,NaN,153.0,44,1
-12,10000000,606.1719,64,False,433521,0.8482017,3.535e-05,5877,0.17358523,True,NaN,NaN,NaN,153.0,44,2
-13,10000000,17.34375,32,False,478425,0.75842209,9.46e-06,27435,0.19079576,True,NaN,NaN,NaN,1262.0,44,0
-13,10000000,17.1875,32,False,478425,0.75842209,9.46e-06,27435,0.19079576,True,NaN,NaN,NaN,1262.0,44,1
-13,10000000,282.34375,32,False,478425,0.75842209,9.46e-06,27435,0.19079576,True,NaN,NaN,NaN,1262.0,44,2
-14,10000000,3363.5938,32,False,441090,0.72533733,6.42e-06,2150,0.05900273,True,NaN,NaN,NaN,256.0,44,0
-14,10000000,772.03125,32,False,441090,0.72533733,6.42e-06,2150,0.05900273,True,NaN,NaN,NaN,256.0,44,1
-14,10000000,1620.625,32,False,441090,0.72533733,6.42e-06,2150,0.05900273,True,NaN,NaN,NaN,256.0,44,2
-15,10000000,1560.9375,64,True,598870,0.68280764,0.07641403,22427,0.05413298,False,0.5483089,0.02878665,7.989e-05,NaN,44,0
-15,10000000,796.4844,64,True,598870,0.68280764,0.07641403,22427,0.05413298,False,0.5483089,0.02878665,7.989e-05,NaN,44,1
-15,10000000,566.5625,64,True,598870,0.68280764,0.07641403,22427,0.05413298,False,0.5483089,0.02878665,7.989e-05,NaN,44,2
-16,10000000,17.34375,16,False,313123,0.80690893,0.00346318,15561,0.19232679,True,NaN,NaN,NaN,47.0,44,0
-16,10000000,35.625,16,False,313123,0.80690893,0.00346318,15561,0.19232679,True,NaN,NaN,NaN,47.0,44,1
-16,10000000,17.03125,16,False,313123,0.80690893,0.00346318,15561,0.19232679,True,NaN,NaN,NaN,47.0,44,2
-17,10000000,39.21875,32,False,519866,0.92492878,4.072e-05,12819,0.02197567,False,NaN,NaN,NaN,NaN,44,0
-17,10000000,59.0625,32,False,519866,0.92492878,4.072e-05,12819,0.02197567,False,NaN,NaN,NaN,NaN,44,1
-17,10000000,400.625,32,False,519866,0.92492878,4.072e-05,12819,0.02197567,False,NaN,NaN,NaN,NaN,44,2
+10,10000000,3895.8594,64,False,96307,0.81979662,1.797e-05,10496,0.01193474,False,,,,,44,0
+10,10000000,191.25,64,False,96307,0.81979662,1.797e-05,10496,0.01193474,False,,,,,44,1
+10,10000000,1219.5312,64,False,96307,0.81979662,1.797e-05,10496,0.01193474,False,,,,,44,2
+11,10000000,17.34375,32,False,283653,0.86240061,0.03779499,31630,0.11523619,True,,,,1867.0,44,0
+11,10000000,434.21875,32,False,283653,0.86240061,0.03779499,31630,0.11523619,True,,,,1867.0,44,1
+11,10000000,28.59375,32,False,283653,0.86240061,0.03779499,31630,0.11523619,True,,,,1867.0,44,2
+12,10000000,309.375,64,False,433521,0.8482017,3.535e-05,5877,0.17358523,True,,,,153.0,44,0
+12,10000000,162.65625,64,False,433521,0.8482017,3.535e-05,5877,0.17358523,True,,,,153.0,44,1
+12,10000000,606.1719,64,False,433521,0.8482017,3.535e-05,5877,0.17358523,True,,,,153.0,44,2
+13,10000000,17.34375,32,False,478425,0.75842209,9.46e-06,27435,0.19079576,True,,,,1262.0,44,0
+13,10000000,17.1875,32,False,478425,0.75842209,9.46e-06,27435,0.19079576,True,,,,1262.0,44,1
+13,10000000,282.34375,32,False,478425,0.75842209,9.46e-06,27435,0.19079576,True,,,,1262.0,44,2
+14,10000000,3363.5938,32,False,441090,0.72533733,6.42e-06,2150,0.05900273,True,,,,256.0,44,0
+14,10000000,772.03125,32,False,441090,0.72533733,6.42e-06,2150,0.05900273,True,,,,256.0,44,1
+14,10000000,1620.625,32,False,441090,0.72533733,6.42e-06,2150,0.05900273,True,,,,256.0,44,2
+15,10000000,1560.9375,64,True,598870,0.68280764,0.07641403,22427,0.05413298,False,0.5483089,0.02878665,7.989e-05,,44,0
+15,10000000,796.4844,64,True,598870,0.68280764,0.07641403,22427,0.05413298,False,0.5483089,0.02878665,7.989e-05,,44,1
+15,10000000,566.5625,64,True,598870,0.68280764,0.07641403,22427,0.05413298,False,0.5483089,0.02878665,7.989e-05,,44,2
+16,10000000,17.34375,16,False,313123,0.80690893,0.00346318,15561,0.19232679,True,,,,47.0,44,0
+16,10000000,35.625,16,False,313123,0.80690893,0.00346318,15561,0.19232679,True,,,,47.0,44,1
+16,10000000,17.03125,16,False,313123,0.80690893,0.00346318,15561,0.19232679,True,,,,47.0,44,2
+17,10000000,39.21875,32,False,519866,0.92492878,4.072e-05,12819,0.02197567,False,,,,,44,0
+17,10000000,59.0625,32,False,519866,0.92492878,4.072e-05,12819,0.02197567,False,,,,,44,1
+17,10000000,400.625,32,False,519866,0.92492878,4.072e-05,12819,0.02197567,False,,,,,44,2
 18,10000000,17.34375,64,True,115229,0.60494726,0.00012996,14588,0.12162383,True,0.86229748,0.50834524,4.312e-05,1507.0,44,0
 18,10000000,17.1875,64,True,115229,0.60494726,0.00012996,14588,0.12162383,True,0.86229748,0.50834524,4.312e-05,1507.0,44,1
 18,10000000,17.03125,64,True,115229,0.60494726,0.00012996,14588,0.12162383,True,0.86229748,0.50834524,4.312e-05,1507.0,44,2
-19,10000000,2032.5,64,False,222963,0.80905051,0.03469657,18830,0.00876797,True,NaN,NaN,NaN,1795.0,44,0
-19,10000000,1530.3125,64,False,222963,0.80905051,0.03469657,18830,0.00876797,True,NaN,NaN,NaN,1795.0,44,1
-19,10000000,493.67188,64,False,222963,0.80905051,0.03469657,18830,0.00876797,True,NaN,NaN,NaN,1795.0,44,2
+19,10000000,2032.5,64,False,222963,0.80905051,0.03469657,18830,0.00876797,True,,,,1795.0,44,0
+19,10000000,1530.3125,64,False,222963,0.80905051,0.03469657,18830,0.00876797,True,,,,1795.0,44,1
+19,10000000,493.67188,64,False,222963,0.80905051,0.03469657,18830,0.00876797,True,,,,1795.0,44,2
 20,10000000,6815.3906,32,True,365369,0.80144093,0.00013133,30855,0.11925091,True,0.86674628,0.14042078,4.431e-05,1510.0,44,0
 20,10000000,8242.891,32,True,365369,0.80144093,0.00013133,30855,0.11925091,True,0.86674628,0.14042078,4.431e-05,1510.0,44,1
 20,10000000,4051.25,32,True,365369,0.80144093,0.00013133,30855,0.11925091,True,0.86674628,0.14042078,4.431e-05,1510.0,44,2
-21,10000000,41.25,32,True,988112,0.99655393,0.00070161,31154,0.07583851,False,0.20648897,0.36309968,5.5e-07,NaN,44,0
-21,10000000,17.1875,32,True,988112,0.99655393,0.00070161,31154,0.07583851,False,0.20648897,0.36309968,5.5e-07,NaN,44,1
-21,10000000,138.90625,32,True,988112,0.99655393,0.00070161,31154,0.07583851,False,0.20648897,0.36309968,5.5e-07,NaN,44,2
-22,10000000,5415.078,16,True,776702,0.96007593,6.92e-06,27043,0.02226595,False,0.01421499,0.97037268,0.00012732,NaN,44,0
-22,10000000,6737.0312,16,True,776702,0.96007593,6.92e-06,27043,0.02226595,False,0.01421499,0.97037268,0.00012732,NaN,44,1
-22,10000000,7252.9688,16,True,776702,0.96007593,6.92e-06,27043,0.02226595,False,0.01421499,0.97037268,0.00012732,NaN,44,2
-23,10000000,17.34375,32,False,811258,0.80786877,0.00865559,19484,0.15374119,False,NaN,NaN,NaN,NaN,44,0
-23,10000000,17.03125,32,False,811258,0.80786877,0.00865559,19484,0.15374119,False,NaN,NaN,NaN,NaN,44,1
-23,10000000,17.03125,32,False,811258,0.80786877,0.00865559,19484,0.15374119,False,NaN,NaN,NaN,NaN,44,2
+21,10000000,41.25,32,True,988112,0.99655393,0.00070161,31154,0.07583851,False,0.20648897,0.36309968,5.5e-07,,44,0
+21,10000000,17.1875,32,True,988112,0.99655393,0.00070161,31154,0.07583851,False,0.20648897,0.36309968,5.5e-07,,44,1
+21,10000000,138.90625,32,True,988112,0.99655393,0.00070161,31154,0.07583851,False,0.20648897,0.36309968,5.5e-07,,44,2
+22,10000000,5415.078,16,True,776702,0.96007593,6.92e-06,27043,0.02226595,False,0.01421499,0.97037268,0.00012732,,44,0
+22,10000000,6737.0312,16,True,776702,0.96007593,6.92e-06,27043,0.02226595,False,0.01421499,0.97037268,0.00012732,,44,1
+22,10000000,7252.9688,16,True,776702,0.96007593,6.92e-06,27043,0.02226595,False,0.01421499,0.97037268,0.00012732,,44,2
+23,10000000,17.34375,32,False,811258,0.80786877,0.00865559,19484,0.15374119,False,,,,,44,0
+23,10000000,17.03125,32,False,811258,0.80786877,0.00865559,19484,0.15374119,False,,,,,44,1
+23,10000000,17.03125,32,False,811258,0.80786877,0.00865559,19484,0.15374119,False,,,,,44,2
 24,10000000,17.34375,16,True,317501,0.87447229,7.187e-05,18422,0.01035184,True,0.15541522,0.46457677,3.784e-05,1422.0,44,0
 24,10000000,159.53125,16,True,317501,0.87447229,7.187e-05,18422,0.01035184,True,0.15541522,0.46457677,3.784e-05,1422.0,44,1
 24,10000000,17.03125,16,True,317501,0.87447229,7.187e-05,18422,0.01035184,True,0.15541522,0.46457677,3.784e-05,1422.0,44,2
-25,10000000,40.15625,16,False,940884,0.52845414,9.68e-06,24699,0.00161772,False,NaN,NaN,NaN,NaN,44,0
-25,10000000,51.25,16,False,940884,0.52845414,9.68e-06,24699,0.00161772,False,NaN,NaN,NaN,NaN,44,1
-25,10000000,41.09375,16,False,940884,0.52845414,9.68e-06,24699,0.00161772,False,NaN,NaN,NaN,NaN,44,2
-26,10000000,3158.125,32,False,172748,0.61692492,1.187e-05,1159,0.19423092,True,NaN,NaN,NaN,1261.0,44,0
-26,10000000,1293.75,32,False,172748,0.61692492,1.187e-05,1159,0.19423092,True,NaN,NaN,NaN,1261.0,44,1
-26,10000000,1696.3281,32,False,172748,0.61692492,1.187e-05,1159,0.19423092,True,NaN,NaN,NaN,1261.0,44,2
-27,10000000,102.65625,16,False,266431,0.78731636,2.558e-05,11924,0.09110375,True,NaN,NaN,NaN,669.0,44,0
-27,10000000,17.1875,16,False,266431,0.78731636,2.558e-05,11924,0.09110375,True,NaN,NaN,NaN,669.0,44,1
-27,10000000,396.40625,16,False,266431,0.78731636,2.558e-05,11924,0.09110375,True,NaN,NaN,NaN,669.0,44,2
-28,10000000,4118.203,32,False,95875,0.64273057,0.00063539,1610,0.01127186,False,NaN,NaN,NaN,NaN,44,0
-28,10000000,5428.4375,32,False,95875,0.64273057,0.00063539,1610,0.01127186,False,NaN,NaN,NaN,NaN,44,1
-28,10000000,469.6875,32,False,95875,0.64273057,0.00063539,1610,0.01127186,False,NaN,NaN,NaN,NaN,44,2
-29,10000000,7599.6875,16,False,695888,0.57236257,0.02613718,9235,0.08743452,False,NaN,NaN,NaN,NaN,44,0
-29,10000000,5901.4844,16,False,695888,0.57236257,0.02613718,9235,0.08743452,False,NaN,NaN,NaN,NaN,44,1
-29,10000000,8879.922,16,False,695888,0.57236257,0.02613718,9235,0.08743452,False,NaN,NaN,NaN,NaN,44,2
-30,10000000,17.34375,32,False,618432,0.79282833,0.01354785,20284,0.06091387,True,NaN,NaN,NaN,1315.0,44,0
-30,10000000,40.15625,32,False,618432,0.79282833,0.01354785,20284,0.06091387,True,NaN,NaN,NaN,1315.0,44,1
-30,10000000,17.03125,32,False,618432,0.79282833,0.01354785,20284,0.06091387,True,NaN,NaN,NaN,1315.0,44,2
+25,10000000,40.15625,16,False,940884,0.52845414,9.68e-06,24699,0.00161772,False,,,,,44,0
+25,10000000,51.25,16,False,940884,0.52845414,9.68e-06,24699,0.00161772,False,,,,,44,1
+25,10000000,41.09375,16,False,940884,0.52845414,9.68e-06,24699,0.00161772,False,,,,,44,2
+26,10000000,3158.125,32,False,172748,0.61692492,1.187e-05,1159,0.19423092,True,,,,1261.0,44,0
+26,10000000,1293.75,32,False,172748,0.61692492,1.187e-05,1159,0.19423092,True,,,,1261.0,44,1
+26,10000000,1696.3281,32,False,172748,0.61692492,1.187e-05,1159,0.19423092,True,,,,1261.0,44,2
+27,10000000,102.65625,16,False,266431,0.78731636,2.558e-05,11924,0.09110375,True,,,,669.0,44,0
+27,10000000,17.1875,16,False,266431,0.78731636,2.558e-05,11924,0.09110375,True,,,,669.0,44,1
+27,10000000,396.40625,16,False,266431,0.78731636,2.558e-05,11924,0.09110375,True,,,,669.0,44,2
+28,10000000,4118.203,32,False,95875,0.64273057,0.00063539,1610,0.01127186,False,,,,,44,0
+28,10000000,5428.4375,32,False,95875,0.64273057,0.00063539,1610,0.01127186,False,,,,,44,1
+28,10000000,469.6875,32,False,95875,0.64273057,0.00063539,1610,0.01127186,False,,,,,44,2
+29,10000000,7599.6875,16,False,695888,0.57236257,0.02613718,9235,0.08743452,False,,,,,44,0
+29,10000000,5901.4844,16,False,695888,0.57236257,0.02613718,9235,0.08743452,False,,,,,44,1
+29,10000000,8879.922,16,False,695888,0.57236257,0.02613718,9235,0.08743452,False,,,,,44,2
+30,10000000,17.34375,32,False,618432,0.79282833,0.01354785,20284,0.06091387,True,,,,1315.0,44,0
+30,10000000,40.15625,32,False,618432,0.79282833,0.01354785,20284,0.06091387,True,,,,1315.0,44,1
+30,10000000,17.03125,32,False,618432,0.79282833,0.01354785,20284,0.06091387,True,,,,1315.0,44,2
 31,10000000,695.0781,16,True,901205,0.73032232,0.01657343,19857,0.11368382,True,0.07341311,0.39255862,8.36e-06,72.0,44,0
 31,10000000,42.5,16,True,901205,0.73032232,0.01657343,19857,0.11368382,True,0.07341311,0.39255862,8.36e-06,72.0,44,1
 31,10000000,56.09375,16,True,901205,0.73032232,0.01657343,19857,0.11368382,True,0.07341311,0.39255862,8.36e-06,72.0,44,2
 0,10000000,3694.6094,16,True,148418,0.51450691,1.92e-06,11951,0.12449376,True,0.30502347,0.64000994,2.6e-07,1916.0,43,0
 0,10000000,3811.1719,16,True,148418,0.51450691,1.92e-06,11951,0.12449376,True,0.30502347,0.64000994,2.6e-07,1916.0,43,1
 0,10000000,5064.297,16,True,148418,0.51450691,1.92e-06,11951,0.12449376,True,0.30502347,0.64000994,2.6e-07,1916.0,43,2
-1,10000000,101.40625,32,False,429269,0.863494,0.00050139,12804,0.13971023,False,NaN,NaN,NaN,NaN,43,0
-1,10000000,44.0625,32,False,429269,0.863494,0.00050139,12804,0.13971023,False,NaN,NaN,NaN,NaN,43,1
-1,10000000,115.625,32,False,429269,0.863494,0.00050139,12804,0.13971023,False,NaN,NaN,NaN,NaN,43,2
-2,10000000,11125.234,32,False,703127,0.55167626,0.00378003,13052,0.12356617,False,NaN,NaN,NaN,NaN,43,0
-2,10000000,4746.797,32,False,703127,0.55167626,0.00378003,13052,0.12356617,False,NaN,NaN,NaN,NaN,43,1
-2,10000000,3945.5469,32,False,703127,0.55167626,0.00378003,13052,0.12356617,False,NaN,NaN,NaN,NaN,43,2
-3,10000000,22.03125,64,True,594904,0.51288642,0.0643116,7254,0.03266836,False,0.29556404,0.03487309,1.24e-06,NaN,43,0
-3,10000000,134.0625,64,True,594904,0.51288642,0.0643116,7254,0.03266836,False,0.29556404,0.03487309,1.24e-06,NaN,43,1
-3,10000000,97.34375,64,True,594904,0.51288642,0.0643116,7254,0.03266836,False,0.29556404,0.03487309,1.24e-06,NaN,43,2
-4,10000000,17.34375,64,True,986125,0.52123872,0.00054487,25405,0.11223161,False,0.04849239,0.71561607,2.642e-05,NaN,43,0
-4,10000000,87.03125,64,True,986125,0.52123872,0.00054487,25405,0.11223161,False,0.04849239,0.71561607,2.642e-05,NaN,43,1
-4,10000000,26.09375,64,True,986125,0.52123872,0.00054487,25405,0.11223161,False,0.04849239,0.71561607,2.642e-05,NaN,43,2
+1,10000000,101.40625,32,False,429269,0.863494,0.00050139,12804,0.13971023,False,,,,,43,0
+1,10000000,44.0625,32,False,429269,0.863494,0.00050139,12804,0.13971023,False,,,,,43,1
+1,10000000,115.625,32,False,429269,0.863494,0.00050139,12804,0.13971023,False,,,,,43,2
+2,10000000,11125.234,32,False,703127,0.55167626,0.00378003,13052,0.12356617,False,,,,,43,0
+2,10000000,4746.797,32,False,703127,0.55167626,0.00378003,13052,0.12356617,False,,,,,43,1
+2,10000000,3945.5469,32,False,703127,0.55167626,0.00378003,13052,0.12356617,False,,,,,43,2
+3,10000000,22.03125,64,True,594904,0.51288642,0.0643116,7254,0.03266836,False,0.29556404,0.03487309,1.24e-06,,43,0
+3,10000000,134.0625,64,True,594904,0.51288642,0.0643116,7254,0.03266836,False,0.29556404,0.03487309,1.24e-06,,43,1
+3,10000000,97.34375,64,True,594904,0.51288642,0.0643116,7254,0.03266836,False,0.29556404,0.03487309,1.24e-06,,43,2
+4,10000000,17.34375,64,True,986125,0.52123872,0.00054487,25405,0.11223161,False,0.04849239,0.71561607,2.642e-05,,43,0
+4,10000000,87.03125,64,True,986125,0.52123872,0.00054487,25405,0.11223161,False,0.04849239,0.71561607,2.642e-05,,43,1
+4,10000000,26.09375,64,True,986125,0.52123872,0.00054487,25405,0.11223161,False,0.04849239,0.71561607,2.642e-05,,43,2
 5,10000000,24.0625,32,True,909958,0.90860779,0.01269545,24109,0.14323636,True,0.65142926,0.49566474,4.99e-06,1661.0,43,0
 5,10000000,42.34375,32,True,909958,0.90860779,0.01269545,24109,0.14323636,True,0.65142926,0.49566474,4.99e-06,1661.0,43,1
 5,10000000,65.78125,32,True,909958,0.90860779,0.01269545,24109,0.14323636,True,0.65142926,0.49566474,4.99e-06,1661.0,43,2
 6,10000000,28.90625,32,True,521987,0.8028128,0.02629745,19795,0.02227117,True,0.87938607,0.33230572,8.9e-07,174.0,43,0
 6,10000000,40.15625,32,True,521987,0.8028128,0.02629745,19795,0.02227117,True,0.87938607,0.33230572,8.9e-07,174.0,43,1
 6,10000000,17.03125,32,True,521987,0.8028128,0.02629745,19795,0.02227117,True,0.87938607,0.33230572,8.9e-07,174.0,43,2
-7,10000000,2304.5312,32,False,9806,0.87741256,0.01128676,21869,0.05304896,False,NaN,NaN,NaN,NaN,43,0
-7,10000000,225.9375,32,False,9806,0.87741256,0.01128676,21869,0.05304896,False,NaN,NaN,NaN,NaN,43,1
-7,10000000,2148.8281,32,False,9806,0.87741256,0.01128676,21869,0.05304896,False,NaN,NaN,NaN,NaN,43,2
+7,10000000,2304.5312,32,False,9806,0.87741256,0.01128676,21869,0.05304896,False,,,,,43,0
+7,10000000,225.9375,32,False,9806,0.87741256,0.01128676,21869,0.05304896,False,,,,,43,1
+7,10000000,2148.8281,32,False,9806,0.87741256,0.01128676,21869,0.05304896,False,,,,,43,2
 8,10000000,3671.7969,32,True,29675,0.53125466,0.06410809,24200,0.16508688,True,0.59551776,0.04225788,0.00049898,1262.0,43,0
 8,10000000,77.65625,32,True,29675,0.53125466,0.06410809,24200,0.16508688,True,0.59551776,0.04225788,0.00049898,1262.0,43,1
 8,10000000,4683.5938,32,True,29675,0.53125466,0.06410809,24200,0.16508688,True,0.59551776,0.04225788,0.00049898,1262.0,43,2
-9,10000000,154.6875,32,False,522427,0.69483074,0.02143603,1353,0.13615251,True,NaN,NaN,NaN,1103.0,43,0
-9,10000000,83.90625,32,False,522427,0.69483074,0.02143603,1353,0.13615251,True,NaN,NaN,NaN,1103.0,43,1
-9,10000000,103.75,32,False,522427,0.69483074,0.02143603,1353,0.13615251,True,NaN,NaN,NaN,1103.0,43,2
-10,10000000,2328.8281,16,False,835572,0.84696132,0.00532658,25794,0.12273959,True,NaN,NaN,NaN,1044.0,43,0
-10,10000000,1362.1094,16,False,835572,0.84696132,0.00532658,25794,0.12273959,True,NaN,NaN,NaN,1044.0,43,1
-10,10000000,530.7031,16,False,835572,0.84696132,0.00532658,25794,0.12273959,True,NaN,NaN,NaN,1044.0,43,2
+9,10000000,154.6875,32,False,522427,0.69483074,0.02143603,1353,0.13615251,True,,,,1103.0,43,0
+9,10000000,83.90625,32,False,522427,0.69483074,0.02143603,1353,0.13615251,True,,,,1103.0,43,1
+9,10000000,103.75,32,False,522427,0.69483074,0.02143603,1353,0.13615251,True,,,,1103.0,43,2
+10,10000000,2328.8281,16,False,835572,0.84696132,0.00532658,25794,0.12273959,True,,,,1044.0,43,0
+10,10000000,1362.1094,16,False,835572,0.84696132,0.00532658,25794,0.12273959,True,,,,1044.0,43,1
+10,10000000,530.7031,16,False,835572,0.84696132,0.00532658,25794,0.12273959,True,,,,1044.0,43,2
 11,10000000,336.5625,16,True,886405,0.52217686,0.00106021,3534,0.00214077,True,0.13110547,0.37082164,1.02e-06,1321.0,43,0
 11,10000000,185.625,16,True,886405,0.52217686,0.00106021,3534,0.00214077,True,0.13110547,0.37082164,1.02e-06,1321.0,43,1
 11,10000000,575.5469,16,True,886405,0.52217686,0.00106021,3534,0.00214077,True,0.13110547,0.37082164,1.02e-06,1321.0,43,2
-12,10000000,533.0469,16,False,40974,0.71669072,8.39e-06,29508,0.19165032,False,NaN,NaN,NaN,NaN,43,0
-12,10000000,2904.1406,16,False,40974,0.71669072,8.39e-06,29508,0.19165032,False,NaN,NaN,NaN,NaN,43,1
-12,10000000,1643.6719,16,False,40974,0.71669072,8.39e-06,29508,0.19165032,False,NaN,NaN,NaN,NaN,43,2
-13,10000000,43.90625,32,True,603869,0.76430956,5.15e-06,26665,0.06547298,False,0.54641455,0.62943327,1.285e-05,NaN,43,0
-13,10000000,40.15625,32,True,603869,0.76430956,5.15e-06,26665,0.06547298,False,0.54641455,0.62943327,1.285e-05,NaN,43,1
-13,10000000,157.5,32,True,603869,0.76430956,5.15e-06,26665,0.06547298,False,0.54641455,0.62943327,1.285e-05,NaN,43,2
-14,10000000,50.0,32,False,86524,0.54829672,4.56e-06,24278,0.01546573,False,NaN,NaN,NaN,NaN,43,0
-14,10000000,50.78125,32,False,86524,0.54829672,4.56e-06,24278,0.01546573,False,NaN,NaN,NaN,NaN,43,1
-14,10000000,41.09375,32,False,86524,0.54829672,4.56e-06,24278,0.01546573,False,NaN,NaN,NaN,NaN,43,2
+12,10000000,533.0469,16,False,40974,0.71669072,8.39e-06,29508,0.19165032,False,,,,,43,0
+12,10000000,2904.1406,16,False,40974,0.71669072,8.39e-06,29508,0.19165032,False,,,,,43,1
+12,10000000,1643.6719,16,False,40974,0.71669072,8.39e-06,29508,0.19165032,False,,,,,43,2
+13,10000000,43.90625,32,True,603869,0.76430956,5.15e-06,26665,0.06547298,False,0.54641455,0.62943327,1.285e-05,,43,0
+13,10000000,40.15625,32,True,603869,0.76430956,5.15e-06,26665,0.06547298,False,0.54641455,0.62943327,1.285e-05,,43,1
+13,10000000,157.5,32,True,603869,0.76430956,5.15e-06,26665,0.06547298,False,0.54641455,0.62943327,1.285e-05,,43,2
+14,10000000,50.0,32,False,86524,0.54829672,4.56e-06,24278,0.01546573,False,,,,,43,0
+14,10000000,50.78125,32,False,86524,0.54829672,4.56e-06,24278,0.01546573,False,,,,,43,1
+14,10000000,41.09375,32,False,86524,0.54829672,4.56e-06,24278,0.01546573,False,,,,,43,2
 15,10000000,362.96875,32,True,75619,0.68560804,0.00688548,18790,0.05873449,True,0.20716478,0.35476643,3.6e-07,1746.0,43,0
 15,10000000,7380.9375,32,True,75619,0.68560804,0.00688548,18790,0.05873449,True,0.20716478,0.35476643,3.6e-07,1746.0,43,1
 15,10000000,4570.8594,32,True,75619,0.68560804,0.00688548,18790,0.05873449,True,0.20716478,0.35476643,3.6e-07,1746.0,43,2
-16,10000000,135.9375,32,True,263118,0.90042067,4.06e-06,15192,0.09810727,False,0.62576684,0.6031775,1.1e-07,NaN,43,0
-16,10000000,55.78125,32,True,263118,0.90042067,4.06e-06,15192,0.09810727,False,0.62576684,0.6031775,1.1e-07,NaN,43,1
-16,10000000,41.09375,32,True,263118,0.90042067,4.06e-06,15192,0.09810727,False,0.62576684,0.6031775,1.1e-07,NaN,43,2
-17,10000000,52.1875,64,False,272678,0.96060094,2.53e-06,6312,0.18186798,True,NaN,NaN,NaN,400.0,43,0
-17,10000000,87.8125,64,False,272678,0.96060094,2.53e-06,6312,0.18186798,True,NaN,NaN,NaN,400.0,43,1
-17,10000000,128.59375,64,False,272678,0.96060094,2.53e-06,6312,0.18186798,True,NaN,NaN,NaN,400.0,43,2
-18,10000000,4096.875,32,False,371444,0.65978105,0.0022267,8500,0.00407235,False,NaN,NaN,NaN,NaN,43,0
-18,10000000,6640.0,32,False,371444,0.65978105,0.0022267,8500,0.00407235,False,NaN,NaN,NaN,NaN,43,1
-18,10000000,5285.703,32,False,371444,0.65978105,0.0022267,8500,0.00407235,False,NaN,NaN,NaN,NaN,43,2
-19,10000000,39.21875,16,False,353863,0.73097038,1.77e-06,13126,0.14856988,False,NaN,NaN,NaN,NaN,43,0
-19,10000000,28.4375,16,False,353863,0.73097038,1.77e-06,13126,0.14856988,False,NaN,NaN,NaN,NaN,43,1
-19,10000000,51.40625,16,False,353863,0.73097038,1.77e-06,13126,0.14856988,False,NaN,NaN,NaN,NaN,43,2
-20,10000000,5048.125,64,True,309592,0.66128216,0.00243535,27038,0.03243551,False,0.83828921,0.426142,4.33e-06,NaN,43,0
-20,10000000,4447.3438,64,True,309592,0.66128216,0.00243535,27038,0.03243551,False,0.83828921,0.426142,4.33e-06,NaN,43,1
-20,10000000,720.0781,64,True,309592,0.66128216,0.00243535,27038,0.03243551,False,0.83828921,0.426142,4.33e-06,NaN,43,2
-21,10000000,17.34375,64,True,14300,0.72725195,1.41e-06,7423,0.15671813,False,0.84967346,0.71861951,0.00025535,NaN,43,0
-21,10000000,17.1875,64,True,14300,0.72725195,1.41e-06,7423,0.15671813,False,0.84967346,0.71861951,0.00025535,NaN,43,1
-21,10000000,17.03125,64,True,14300,0.72725195,1.41e-06,7423,0.15671813,False,0.84967346,0.71861951,0.00025535,NaN,43,2
-22,10000000,504.29688,16,False,362133,0.60239117,0.00056521,16553,0.06996877,True,NaN,NaN,NaN,1204.0,43,0
-22,10000000,194.6875,16,False,362133,0.60239117,0.00056521,16553,0.06996877,True,NaN,NaN,NaN,1204.0,43,1
-22,10000000,28.59375,16,False,362133,0.60239117,0.00056521,16553,0.06996877,True,NaN,NaN,NaN,1204.0,43,2
-23,10000000,92.96875,64,True,615516,0.63515592,0.01897334,6800,0.04840641,False,0.44865698,0.7892503,0.00010748,NaN,43,0
-23,10000000,27.34375,64,True,615516,0.63515592,0.01897334,6800,0.04840641,False,0.44865698,0.7892503,0.00010748,NaN,43,1
-23,10000000,50.0,64,True,615516,0.63515592,0.01897334,6800,0.04840641,False,0.44865698,0.7892503,0.00010748,NaN,43,2
-24,10000000,140.0,64,False,655725,0.73328222,0.00397626,24187,0.06502308,True,NaN,NaN,NaN,1449.0,43,0
-24,10000000,50.78125,64,False,655725,0.73328222,0.00397626,24187,0.06502308,True,NaN,NaN,NaN,1449.0,43,1
-24,10000000,17.03125,64,False,655725,0.73328222,0.00397626,24187,0.06502308,True,NaN,NaN,NaN,1449.0,43,2
-25,10000000,229.53125,32,False,478783,0.50117456,0.002578,10568,0.02003157,True,NaN,NaN,NaN,1760.0,43,0
-25,10000000,2052.4219,32,False,478783,0.50117456,0.002578,10568,0.02003157,True,NaN,NaN,NaN,1760.0,43,1
-25,10000000,134.84375,32,False,478783,0.50117456,0.002578,10568,0.02003157,True,NaN,NaN,NaN,1760.0,43,2
-26,10000000,17.34375,16,True,205199,0.83317693,7.33e-06,23193,0.10044832,False,0.33835477,0.11600581,1.1e-07,NaN,43,0
-26,10000000,69.375,16,True,205199,0.83317693,7.33e-06,23193,0.10044832,False,0.33835477,0.11600581,1.1e-07,NaN,43,1
-26,10000000,17.03125,16,True,205199,0.83317693,7.33e-06,23193,0.10044832,False,0.33835477,0.11600581,1.1e-07,NaN,43,2
-27,10000000,3670.4688,64,False,491678,0.95829349,0.04364099,2072,0.09788585,True,NaN,NaN,NaN,1811.0,43,0
-27,10000000,1944.1406,64,False,491678,0.95829349,0.04364099,2072,0.09788585,True,NaN,NaN,NaN,1811.0,43,1
-27,10000000,7432.1094,64,False,491678,0.95829349,0.04364099,2072,0.09788585,True,NaN,NaN,NaN,1811.0,43,2
-28,10000000,429.53125,16,True,598049,0.50588515,0.00047871,14754,0.19859327,False,0.72856534,0.91522617,1.7e-06,NaN,43,0
-28,10000000,17.1875,16,True,598049,0.50588515,0.00047871,14754,0.19859327,False,0.72856534,0.91522617,1.7e-06,NaN,43,1
-28,10000000,66.875,16,True,598049,0.50588515,0.00047871,14754,0.19859327,False,0.72856534,0.91522617,1.7e-06,NaN,43,2
-29,10000000,17.34375,16,False,468890,0.94374673,0.00037777,18063,0.13849062,True,NaN,NaN,NaN,1526.0,43,0
-29,10000000,28.4375,16,False,468890,0.94374673,0.00037777,18063,0.13849062,True,NaN,NaN,NaN,1526.0,43,1
-29,10000000,51.5625,16,False,468890,0.94374673,0.00037777,18063,0.13849062,True,NaN,NaN,NaN,1526.0,43,2
-30,10000000,17.34375,16,True,48288,0.84898584,0.0002189,2844,0.16873621,False,0.6910254,0.78473274,0.00018696,NaN,43,0
-30,10000000,17.1875,16,True,48288,0.84898584,0.0002189,2844,0.16873621,False,0.6910254,0.78473274,0.00018696,NaN,43,1
-30,10000000,17.03125,16,True,48288,0.84898584,0.0002189,2844,0.16873621,False,0.6910254,0.78473274,0.00018696,NaN,43,2
-31,10000000,189.0625,16,True,129956,0.9498252,1.692e-05,7418,0.18443085,False,0.49892234,0.55635934,3.4e-07,NaN,43,0
-31,10000000,17.1875,16,True,129956,0.9498252,1.692e-05,7418,0.18443085,False,0.49892234,0.55635934,3.4e-07,NaN,43,1
-31,10000000,28.59375,16,True,129956,0.9498252,1.692e-05,7418,0.18443085,False,0.49892234,0.55635934,3.4e-07,NaN,43,2
-0,10000000,10077.266,32,False,970139,0.69703109,2.821e-05,14580,0.11164017,False,NaN,NaN,NaN,NaN,46,0
-0,10000000,7510.547,32,False,970139,0.69703109,2.821e-05,14580,0.11164017,False,NaN,NaN,NaN,NaN,46,1
-0,10000000,5005.078,32,False,970139,0.69703109,2.821e-05,14580,0.11164017,False,NaN,NaN,NaN,NaN,46,2
-1,10000000,2589.2969,64,False,265797,0.56244353,0.03486935,21398,0.06981488,True,NaN,NaN,NaN,1734.0,46,0
-1,10000000,3403.5156,64,False,265797,0.56244353,0.03486935,21398,0.06981488,True,NaN,NaN,NaN,1734.0,46,1
-1,10000000,3712.5781,64,False,265797,0.56244353,0.03486935,21398,0.06981488,True,NaN,NaN,NaN,1734.0,46,2
+16,10000000,135.9375,32,True,263118,0.90042067,4.06e-06,15192,0.09810727,False,0.62576684,0.6031775,1.1e-07,,43,0
+16,10000000,55.78125,32,True,263118,0.90042067,4.06e-06,15192,0.09810727,False,0.62576684,0.6031775,1.1e-07,,43,1
+16,10000000,41.09375,32,True,263118,0.90042067,4.06e-06,15192,0.09810727,False,0.62576684,0.6031775,1.1e-07,,43,2
+17,10000000,52.1875,64,False,272678,0.96060094,2.53e-06,6312,0.18186798,True,,,,400.0,43,0
+17,10000000,87.8125,64,False,272678,0.96060094,2.53e-06,6312,0.18186798,True,,,,400.0,43,1
+17,10000000,128.59375,64,False,272678,0.96060094,2.53e-06,6312,0.18186798,True,,,,400.0,43,2
+18,10000000,4096.875,32,False,371444,0.65978105,0.0022267,8500,0.00407235,False,,,,,43,0
+18,10000000,6640.0,32,False,371444,0.65978105,0.0022267,8500,0.00407235,False,,,,,43,1
+18,10000000,5285.703,32,False,371444,0.65978105,0.0022267,8500,0.00407235,False,,,,,43,2
+19,10000000,39.21875,16,False,353863,0.73097038,1.77e-06,13126,0.14856988,False,,,,,43,0
+19,10000000,28.4375,16,False,353863,0.73097038,1.77e-06,13126,0.14856988,False,,,,,43,1
+19,10000000,51.40625,16,False,353863,0.73097038,1.77e-06,13126,0.14856988,False,,,,,43,2
+20,10000000,5048.125,64,True,309592,0.66128216,0.00243535,27038,0.03243551,False,0.83828921,0.426142,4.33e-06,,43,0
+20,10000000,4447.3438,64,True,309592,0.66128216,0.00243535,27038,0.03243551,False,0.83828921,0.426142,4.33e-06,,43,1
+20,10000000,720.0781,64,True,309592,0.66128216,0.00243535,27038,0.03243551,False,0.83828921,0.426142,4.33e-06,,43,2
+21,10000000,17.34375,64,True,14300,0.72725195,1.41e-06,7423,0.15671813,False,0.84967346,0.71861951,0.00025535,,43,0
+21,10000000,17.1875,64,True,14300,0.72725195,1.41e-06,7423,0.15671813,False,0.84967346,0.71861951,0.00025535,,43,1
+21,10000000,17.03125,64,True,14300,0.72725195,1.41e-06,7423,0.15671813,False,0.84967346,0.71861951,0.00025535,,43,2
+22,10000000,504.29688,16,False,362133,0.60239117,0.00056521,16553,0.06996877,True,,,,1204.0,43,0
+22,10000000,194.6875,16,False,362133,0.60239117,0.00056521,16553,0.06996877,True,,,,1204.0,43,1
+22,10000000,28.59375,16,False,362133,0.60239117,0.00056521,16553,0.06996877,True,,,,1204.0,43,2
+23,10000000,92.96875,64,True,615516,0.63515592,0.01897334,6800,0.04840641,False,0.44865698,0.7892503,0.00010748,,43,0
+23,10000000,27.34375,64,True,615516,0.63515592,0.01897334,6800,0.04840641,False,0.44865698,0.7892503,0.00010748,,43,1
+23,10000000,50.0,64,True,615516,0.63515592,0.01897334,6800,0.04840641,False,0.44865698,0.7892503,0.00010748,,43,2
+24,10000000,140.0,64,False,655725,0.73328222,0.00397626,24187,0.06502308,True,,,,1449.0,43,0
+24,10000000,50.78125,64,False,655725,0.73328222,0.00397626,24187,0.06502308,True,,,,1449.0,43,1
+24,10000000,17.03125,64,False,655725,0.73328222,0.00397626,24187,0.06502308,True,,,,1449.0,43,2
+25,10000000,229.53125,32,False,478783,0.50117456,0.002578,10568,0.02003157,True,,,,1760.0,43,0
+25,10000000,2052.4219,32,False,478783,0.50117456,0.002578,10568,0.02003157,True,,,,1760.0,43,1
+25,10000000,134.84375,32,False,478783,0.50117456,0.002578,10568,0.02003157,True,,,,1760.0,43,2
+26,10000000,17.34375,16,True,205199,0.83317693,7.33e-06,23193,0.10044832,False,0.33835477,0.11600581,1.1e-07,,43,0
+26,10000000,69.375,16,True,205199,0.83317693,7.33e-06,23193,0.10044832,False,0.33835477,0.11600581,1.1e-07,,43,1
+26,10000000,17.03125,16,True,205199,0.83317693,7.33e-06,23193,0.10044832,False,0.33835477,0.11600581,1.1e-07,,43,2
+27,10000000,3670.4688,64,False,491678,0.95829349,0.04364099,2072,0.09788585,True,,,,1811.0,43,0
+27,10000000,1944.1406,64,False,491678,0.95829349,0.04364099,2072,0.09788585,True,,,,1811.0,43,1
+27,10000000,7432.1094,64,False,491678,0.95829349,0.04364099,2072,0.09788585,True,,,,1811.0,43,2
+28,10000000,429.53125,16,True,598049,0.50588515,0.00047871,14754,0.19859327,False,0.72856534,0.91522617,1.7e-06,,43,0
+28,10000000,17.1875,16,True,598049,0.50588515,0.00047871,14754,0.19859327,False,0.72856534,0.91522617,1.7e-06,,43,1
+28,10000000,66.875,16,True,598049,0.50588515,0.00047871,14754,0.19859327,False,0.72856534,0.91522617,1.7e-06,,43,2
+29,10000000,17.34375,16,False,468890,0.94374673,0.00037777,18063,0.13849062,True,,,,1526.0,43,0
+29,10000000,28.4375,16,False,468890,0.94374673,0.00037777,18063,0.13849062,True,,,,1526.0,43,1
+29,10000000,51.5625,16,False,468890,0.94374673,0.00037777,18063,0.13849062,True,,,,1526.0,43,2
+30,10000000,17.34375,16,True,48288,0.84898584,0.0002189,2844,0.16873621,False,0.6910254,0.78473274,0.00018696,,43,0
+30,10000000,17.1875,16,True,48288,0.84898584,0.0002189,2844,0.16873621,False,0.6910254,0.78473274,0.00018696,,43,1
+30,10000000,17.03125,16,True,48288,0.84898584,0.0002189,2844,0.16873621,False,0.6910254,0.78473274,0.00018696,,43,2
+31,10000000,189.0625,16,True,129956,0.9498252,1.692e-05,7418,0.18443085,False,0.49892234,0.55635934,3.4e-07,,43,0
+31,10000000,17.1875,16,True,129956,0.9498252,1.692e-05,7418,0.18443085,False,0.49892234,0.55635934,3.4e-07,,43,1
+31,10000000,28.59375,16,True,129956,0.9498252,1.692e-05,7418,0.18443085,False,0.49892234,0.55635934,3.4e-07,,43,2
+0,10000000,10077.266,32,False,970139,0.69703109,2.821e-05,14580,0.11164017,False,,,,,46,0
+0,10000000,7510.547,32,False,970139,0.69703109,2.821e-05,14580,0.11164017,False,,,,,46,1
+0,10000000,5005.078,32,False,970139,0.69703109,2.821e-05,14580,0.11164017,False,,,,,46,2
+1,10000000,2589.2969,64,False,265797,0.56244353,0.03486935,21398,0.06981488,True,,,,1734.0,46,0
+1,10000000,3403.5156,64,False,265797,0.56244353,0.03486935,21398,0.06981488,True,,,,1734.0,46,1
+1,10000000,3712.5781,64,False,265797,0.56244353,0.03486935,21398,0.06981488,True,,,,1734.0,46,2
 2,10000000,8237.969,16,True,886641,0.79408388,0.00075044,23338,0.00809125,True,0.78588437,0.97895215,1e-07,1206.0,46,0
 2,10000000,6714.297,16,True,886641,0.79408388,0.00075044,23338,0.00809125,True,0.78588437,0.97895215,1e-07,1206.0,46,1
 2,10000000,5531.5625,16,True,886641,0.79408388,0.00075044,23338,0.00809125,True,0.78588437,0.97895215,1e-07,1206.0,46,2
-3,10000000,1251.6406,64,False,983425,0.92874894,0.00132166,28102,0.17808286,True,NaN,NaN,NaN,595.0,46,0
-3,10000000,1659.1406,64,False,983425,0.92874894,0.00132166,28102,0.17808286,True,NaN,NaN,NaN,595.0,46,1
-3,10000000,1032.3438,64,False,983425,0.92874894,0.00132166,28102,0.17808286,True,NaN,NaN,NaN,595.0,46,2
-4,10000000,4517.2656,16,False,771002,0.86546088,4.637e-05,3930,0.06142912,True,NaN,NaN,NaN,1772.0,46,0
-4,10000000,4096.0156,16,False,771002,0.86546088,4.637e-05,3930,0.06142912,True,NaN,NaN,NaN,1772.0,46,1
-4,10000000,3391.7188,16,False,771002,0.86546088,4.637e-05,3930,0.06142912,True,NaN,NaN,NaN,1772.0,46,2
-5,10000000,1184.5312,16,True,666968,0.52857201,0.00306217,23928,0.10361766,False,0.50260968,0.45998593,0.00023906,NaN,46,0
-5,10000000,1483.5156,16,True,666968,0.52857201,0.00306217,23928,0.10361766,False,0.50260968,0.45998593,0.00023906,NaN,46,1
-5,10000000,1396.4844,16,True,666968,0.52857201,0.00306217,23928,0.10361766,False,0.50260968,0.45998593,0.00023906,NaN,46,2
+3,10000000,1251.6406,64,False,983425,0.92874894,0.00132166,28102,0.17808286,True,,,,595.0,46,0
+3,10000000,1659.1406,64,False,983425,0.92874894,0.00132166,28102,0.17808286,True,,,,595.0,46,1
+3,10000000,1032.3438,64,False,983425,0.92874894,0.00132166,28102,0.17808286,True,,,,595.0,46,2
+4,10000000,4517.2656,16,False,771002,0.86546088,4.637e-05,3930,0.06142912,True,,,,1772.0,46,0
+4,10000000,4096.0156,16,False,771002,0.86546088,4.637e-05,3930,0.06142912,True,,,,1772.0,46,1
+4,10000000,3391.7188,16,False,771002,0.86546088,4.637e-05,3930,0.06142912,True,,,,1772.0,46,2
+5,10000000,1184.5312,16,True,666968,0.52857201,0.00306217,23928,0.10361766,False,0.50260968,0.45998593,0.00023906,,46,0
+5,10000000,1483.5156,16,True,666968,0.52857201,0.00306217,23928,0.10361766,False,0.50260968,0.45998593,0.00023906,,46,1
+5,10000000,1396.4844,16,True,666968,0.52857201,0.00306217,23928,0.10361766,False,0.50260968,0.45998593,0.00023906,,46,2
 6,10000000,57.34375,32,True,388047,0.62366628,8.214e-05,14447,0.00759963,True,0.02920237,0.29187564,0.00050489,737.0,46,0
 6,10000000,68.59375,32,True,388047,0.62366628,8.214e-05,14447,0.00759963,True,0.02920237,0.29187564,0.00050489,737.0,46,1
 6,10000000,114.375,32,True,388047,0.62366628,8.214e-05,14447,0.00759963,True,0.02920237,0.29187564,0.00050489,737.0,46,2
-7,10000000,28.90625,32,True,881060,0.62189595,2.852e-05,27439,0.02277999,False,0.58581926,0.61938482,1.8e-07,NaN,46,0
-7,10000000,28.4375,32,True,881060,0.62189595,2.852e-05,27439,0.02277999,False,0.58581926,0.61938482,1.8e-07,NaN,46,1
-7,10000000,17.03125,32,True,881060,0.62189595,2.852e-05,27439,0.02277999,False,0.58581926,0.61938482,1.8e-07,NaN,46,2
-8,10000000,3238.125,64,True,607928,0.78928759,4.508e-05,18069,0.18822447,False,0.86941303,0.13327117,5.6e-07,NaN,46,0
-8,10000000,3000.0,64,True,607928,0.78928759,4.508e-05,18069,0.18822447,False,0.86941303,0.13327117,5.6e-07,NaN,46,1
-8,10000000,4476.4062,64,True,607928,0.78928759,4.508e-05,18069,0.18822447,False,0.86941303,0.13327117,5.6e-07,NaN,46,2
-9,10000000,4333.125,64,False,39302,0.81720491,0.00010597,4011,0.01672807,True,NaN,NaN,NaN,774.0,46,0
-9,10000000,5148.9844,64,False,39302,0.81720491,0.00010597,4011,0.01672807,True,NaN,NaN,NaN,774.0,46,1
-9,10000000,7922.2656,64,False,39302,0.81720491,0.00010597,4011,0.01672807,True,NaN,NaN,NaN,774.0,46,2
+7,10000000,28.90625,32,True,881060,0.62189595,2.852e-05,27439,0.02277999,False,0.58581926,0.61938482,1.8e-07,,46,0
+7,10000000,28.4375,32,True,881060,0.62189595,2.852e-05,27439,0.02277999,False,0.58581926,0.61938482,1.8e-07,,46,1
+7,10000000,17.03125,32,True,881060,0.62189595,2.852e-05,27439,0.02277999,False,0.58581926,0.61938482,1.8e-07,,46,2
+8,10000000,3238.125,64,True,607928,0.78928759,4.508e-05,18069,0.18822447,False,0.86941303,0.13327117,5.6e-07,,46,0
+8,10000000,3000.0,64,True,607928,0.78928759,4.508e-05,18069,0.18822447,False,0.86941303,0.13327117,5.6e-07,,46,1
+8,10000000,4476.4062,64,True,607928,0.78928759,4.508e-05,18069,0.18822447,False,0.86941303,0.13327117,5.6e-07,,46,2
+9,10000000,4333.125,64,False,39302,0.81720491,0.00010597,4011,0.01672807,True,,,,774.0,46,0
+9,10000000,5148.9844,64,False,39302,0.81720491,0.00010597,4011,0.01672807,True,,,,774.0,46,1
+9,10000000,7922.2656,64,False,39302,0.81720491,0.00010597,4011,0.01672807,True,,,,774.0,46,2
 10,10000000,72.34375,16,True,625977,0.7703613,1.102e-05,9063,0.14198408,True,0.68315762,0.73284659,4e-06,1903.0,46,0
 10,10000000,17.1875,16,True,625977,0.7703613,1.102e-05,9063,0.14198408,True,0.68315762,0.73284659,4e-06,1903.0,46,1
 10,10000000,17.03125,16,True,625977,0.7703613,1.102e-05,9063,0.14198408,True,0.68315762,0.73284659,4e-06,1903.0,46,2
@@ -422,60 +422,60 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 12,10000000,3916.3281,32,True,242224,0.93838271,0.04912142,30982,0.0200888,True,0.66523981,0.38288552,0.00011462,178.0,46,0
 12,10000000,3399.6094,32,True,242224,0.93838271,0.04912142,30982,0.0200888,True,0.66523981,0.38288552,0.00011462,178.0,46,1
 12,10000000,2619.9219,32,True,242224,0.93838271,0.04912142,30982,0.0200888,True,0.66523981,0.38288552,0.00011462,178.0,46,2
-13,10000000,293.125,16,False,109555,0.94931489,0.00072276,8414,0.1892673,True,NaN,NaN,NaN,1874.0,46,0
-13,10000000,17.1875,16,False,109555,0.94931489,0.00072276,8414,0.1892673,True,NaN,NaN,NaN,1874.0,46,1
-13,10000000,388.67188,16,False,109555,0.94931489,0.00072276,8414,0.1892673,True,NaN,NaN,NaN,1874.0,46,2
+13,10000000,293.125,16,False,109555,0.94931489,0.00072276,8414,0.1892673,True,,,,1874.0,46,0
+13,10000000,17.1875,16,False,109555,0.94931489,0.00072276,8414,0.1892673,True,,,,1874.0,46,1
+13,10000000,388.67188,16,False,109555,0.94931489,0.00072276,8414,0.1892673,True,,,,1874.0,46,2
 14,10000000,2670.2344,32,True,962874,0.51769053,0.00114966,13586,0.1773735,True,0.81303135,0.68107454,0.00043818,1115.0,46,0
 14,10000000,3127.5,32,True,962874,0.51769053,0.00114966,13586,0.1773735,True,0.81303135,0.68107454,0.00043818,1115.0,46,1
 14,10000000,1815.0781,32,True,962874,0.51769053,0.00114966,13586,0.1773735,True,0.81303135,0.68107454,0.00043818,1115.0,46,2
-15,10000000,114.21875,64,False,241825,0.69608398,2.44e-06,26165,0.03723851,True,NaN,NaN,NaN,1469.0,46,0
-15,10000000,176.25,64,False,241825,0.69608398,2.44e-06,26165,0.03723851,True,NaN,NaN,NaN,1469.0,46,1
-15,10000000,298.90625,64,False,241825,0.69608398,2.44e-06,26165,0.03723851,True,NaN,NaN,NaN,1469.0,46,2
+15,10000000,114.21875,64,False,241825,0.69608398,2.44e-06,26165,0.03723851,True,,,,1469.0,46,0
+15,10000000,176.25,64,False,241825,0.69608398,2.44e-06,26165,0.03723851,True,,,,1469.0,46,1
+15,10000000,298.90625,64,False,241825,0.69608398,2.44e-06,26165,0.03723851,True,,,,1469.0,46,2
 16,10000000,17.34375,64,True,510018,0.7254437,2.49e-06,12563,0.17566593,True,0.65571689,0.34737592,4.918e-05,935.0,46,0
 16,10000000,28.90625,64,True,510018,0.7254437,2.49e-06,12563,0.17566593,True,0.65571689,0.34737592,4.918e-05,935.0,46,1
 16,10000000,46.875,64,True,510018,0.7254437,2.49e-06,12563,0.17566593,True,0.65571689,0.34737592,4.918e-05,935.0,46,2
-17,10000000,4135.7812,32,True,27822,0.60482669,7.121e-05,17405,0.05580762,False,0.83154483,0.20285007,1.3e-07,NaN,46,0
-17,10000000,4585.547,32,True,27822,0.60482669,7.121e-05,17405,0.05580762,False,0.83154483,0.20285007,1.3e-07,NaN,46,1
-17,10000000,3556.3281,32,True,27822,0.60482669,7.121e-05,17405,0.05580762,False,0.83154483,0.20285007,1.3e-07,NaN,46,2
-18,10000000,3426.0938,64,False,997567,0.63961177,4.734e-05,1905,0.00974453,False,NaN,NaN,NaN,NaN,46,0
-18,10000000,1432.1875,64,False,997567,0.63961177,4.734e-05,1905,0.00974453,False,NaN,NaN,NaN,NaN,46,1
-18,10000000,17.03125,64,False,997567,0.63961177,4.734e-05,1905,0.00974453,False,NaN,NaN,NaN,NaN,46,2
-19,10000000,17.34375,32,False,948278,0.85235359,0.0004564,28993,0.10583802,True,NaN,NaN,NaN,102.0,46,0
-19,10000000,104.84375,32,False,948278,0.85235359,0.0004564,28993,0.10583802,True,NaN,NaN,NaN,102.0,46,1
-19,10000000,17.03125,32,False,948278,0.85235359,0.0004564,28993,0.10583802,True,NaN,NaN,NaN,102.0,46,2
-20,10000000,41.71875,16,True,969637,0.81202003,1.34e-06,32289,0.08831815,False,0.39152566,0.76337167,0.00018999,NaN,46,0
-20,10000000,17.1875,16,True,969637,0.81202003,1.34e-06,32289,0.08831815,False,0.39152566,0.76337167,0.00018999,NaN,46,1
-20,10000000,17.03125,16,True,969637,0.81202003,1.34e-06,32289,0.08831815,False,0.39152566,0.76337167,0.00018999,NaN,46,2
-21,10000000,28.90625,32,True,983990,0.75600104,7.786e-05,17604,0.05728132,False,0.10817185,0.10411573,2.54e-06,NaN,46,0
-21,10000000,40.15625,32,True,983990,0.75600104,7.786e-05,17604,0.05728132,False,0.10817185,0.10411573,2.54e-06,NaN,46,1
-21,10000000,28.59375,32,True,983990,0.75600104,7.786e-05,17604,0.05728132,False,0.10817185,0.10411573,2.54e-06,NaN,46,2
-22,10000000,1778.8281,64,True,133942,0.74939433,3.6e-06,23546,0.02837482,False,0.38643274,0.51710539,1.327e-05,NaN,46,0
-22,10000000,2742.5,64,True,133942,0.74939433,3.6e-06,23546,0.02837482,False,0.38643274,0.51710539,1.327e-05,NaN,46,1
-22,10000000,440.3125,64,True,133942,0.74939433,3.6e-06,23546,0.02837482,False,0.38643274,0.51710539,1.327e-05,NaN,46,2
-23,10000000,336.25,64,False,205257,0.75728822,0.00159175,30524,0.03906393,False,NaN,NaN,NaN,NaN,46,0
-23,10000000,17.1875,64,False,205257,0.75728822,0.00159175,30524,0.03906393,False,NaN,NaN,NaN,NaN,46,1
-23,10000000,51.40625,64,False,205257,0.75728822,0.00159175,30524,0.03906393,False,NaN,NaN,NaN,NaN,46,2
-24,10000000,17.34375,32,True,903194,0.78883391,1.1e-06,3738,0.16532961,False,0.0359338,0.22245905,1.656e-05,NaN,46,0
-24,10000000,17.1875,32,True,903194,0.78883391,1.1e-06,3738,0.16532961,False,0.0359338,0.22245905,1.656e-05,NaN,46,1
-24,10000000,17.03125,32,True,903194,0.78883391,1.1e-06,3738,0.16532961,False,0.0359338,0.22245905,1.656e-05,NaN,46,2
+17,10000000,4135.7812,32,True,27822,0.60482669,7.121e-05,17405,0.05580762,False,0.83154483,0.20285007,1.3e-07,,46,0
+17,10000000,4585.547,32,True,27822,0.60482669,7.121e-05,17405,0.05580762,False,0.83154483,0.20285007,1.3e-07,,46,1
+17,10000000,3556.3281,32,True,27822,0.60482669,7.121e-05,17405,0.05580762,False,0.83154483,0.20285007,1.3e-07,,46,2
+18,10000000,3426.0938,64,False,997567,0.63961177,4.734e-05,1905,0.00974453,False,,,,,46,0
+18,10000000,1432.1875,64,False,997567,0.63961177,4.734e-05,1905,0.00974453,False,,,,,46,1
+18,10000000,17.03125,64,False,997567,0.63961177,4.734e-05,1905,0.00974453,False,,,,,46,2
+19,10000000,17.34375,32,False,948278,0.85235359,0.0004564,28993,0.10583802,True,,,,102.0,46,0
+19,10000000,104.84375,32,False,948278,0.85235359,0.0004564,28993,0.10583802,True,,,,102.0,46,1
+19,10000000,17.03125,32,False,948278,0.85235359,0.0004564,28993,0.10583802,True,,,,102.0,46,2
+20,10000000,41.71875,16,True,969637,0.81202003,1.34e-06,32289,0.08831815,False,0.39152566,0.76337167,0.00018999,,46,0
+20,10000000,17.1875,16,True,969637,0.81202003,1.34e-06,32289,0.08831815,False,0.39152566,0.76337167,0.00018999,,46,1
+20,10000000,17.03125,16,True,969637,0.81202003,1.34e-06,32289,0.08831815,False,0.39152566,0.76337167,0.00018999,,46,2
+21,10000000,28.90625,32,True,983990,0.75600104,7.786e-05,17604,0.05728132,False,0.10817185,0.10411573,2.54e-06,,46,0
+21,10000000,40.15625,32,True,983990,0.75600104,7.786e-05,17604,0.05728132,False,0.10817185,0.10411573,2.54e-06,,46,1
+21,10000000,28.59375,32,True,983990,0.75600104,7.786e-05,17604,0.05728132,False,0.10817185,0.10411573,2.54e-06,,46,2
+22,10000000,1778.8281,64,True,133942,0.74939433,3.6e-06,23546,0.02837482,False,0.38643274,0.51710539,1.327e-05,,46,0
+22,10000000,2742.5,64,True,133942,0.74939433,3.6e-06,23546,0.02837482,False,0.38643274,0.51710539,1.327e-05,,46,1
+22,10000000,440.3125,64,True,133942,0.74939433,3.6e-06,23546,0.02837482,False,0.38643274,0.51710539,1.327e-05,,46,2
+23,10000000,336.25,64,False,205257,0.75728822,0.00159175,30524,0.03906393,False,,,,,46,0
+23,10000000,17.1875,64,False,205257,0.75728822,0.00159175,30524,0.03906393,False,,,,,46,1
+23,10000000,51.40625,64,False,205257,0.75728822,0.00159175,30524,0.03906393,False,,,,,46,2
+24,10000000,17.34375,32,True,903194,0.78883391,1.1e-06,3738,0.16532961,False,0.0359338,0.22245905,1.656e-05,,46,0
+24,10000000,17.1875,32,True,903194,0.78883391,1.1e-06,3738,0.16532961,False,0.0359338,0.22245905,1.656e-05,,46,1
+24,10000000,17.03125,32,True,903194,0.78883391,1.1e-06,3738,0.16532961,False,0.0359338,0.22245905,1.656e-05,,46,2
 25,10000000,5996.328,32,True,1966,0.79991254,0.04801871,21138,0.13803589,True,0.9114583,0.34724225,2.24e-06,1888.0,46,0
 25,10000000,5140.703,32,True,1966,0.79991254,0.04801871,21138,0.13803589,True,0.9114583,0.34724225,2.24e-06,1888.0,46,1
 25,10000000,5285.8594,32,True,1966,0.79991254,0.04801871,21138,0.13803589,True,0.9114583,0.34724225,2.24e-06,1888.0,46,2
-26,10000000,28.90625,16,False,350860,0.67303824,0.00021594,11901,0.19557537,False,NaN,NaN,NaN,NaN,46,0
-26,10000000,17.1875,16,False,350860,0.67303824,0.00021594,11901,0.19557537,False,NaN,NaN,NaN,NaN,46,1
-26,10000000,59.53125,16,False,350860,0.67303824,0.00021594,11901,0.19557537,False,NaN,NaN,NaN,NaN,46,2
-27,10000000,30.78125,32,False,368117,0.76423876,0.00018578,12563,0.19859415,True,NaN,NaN,NaN,1492.0,46,0
-27,10000000,17.1875,32,False,368117,0.76423876,0.00018578,12563,0.19859415,True,NaN,NaN,NaN,1492.0,46,1
-27,10000000,149.375,32,False,368117,0.76423876,0.00018578,12563,0.19859415,True,NaN,NaN,NaN,1492.0,46,2
-28,10000000,4843.9844,32,False,668316,0.77331781,0.00012041,26307,0.12102778,True,NaN,NaN,NaN,1465.0,46,0
-28,10000000,4791.4844,32,False,668316,0.77331781,0.00012041,26307,0.12102778,True,NaN,NaN,NaN,1465.0,46,1
-28,10000000,6862.9688,32,False,668316,0.77331781,0.00012041,26307,0.12102778,True,NaN,NaN,NaN,1465.0,46,2
-29,10000000,3298.4375,64,False,514054,0.99154821,0.00017845,13662,0.13853404,False,NaN,NaN,NaN,NaN,46,0
-29,10000000,3676.1719,64,False,514054,0.99154821,0.00017845,13662,0.13853404,False,NaN,NaN,NaN,NaN,46,1
-29,10000000,2294.6875,64,False,514054,0.99154821,0.00017845,13662,0.13853404,False,NaN,NaN,NaN,NaN,46,2
-30,10000000,39.21875,64,True,955805,0.83687971,0.01913783,21056,0.04224205,False,0.30857635,0.92332398,0.00026608,NaN,46,0
-30,10000000,29.0625,64,True,955805,0.83687971,0.01913783,21056,0.04224205,False,0.30857635,0.92332398,0.00026608,NaN,46,1
-30,10000000,28.59375,64,True,955805,0.83687971,0.01913783,21056,0.04224205,False,0.30857635,0.92332398,0.00026608,NaN,46,2
-31,10000000,3103.4375,16,False,516521,0.77999919,6.684e-05,10236,0.1994977,True,NaN,NaN,NaN,1822.0,46,0
-31,10000000,2795.7031,16,False,516521,0.77999919,6.684e-05,10236,0.1994977,True,NaN,NaN,NaN,1822.0,46,1
-31,10000000,3133.5938,16,False,516521,0.77999919,6.684e-05,10236,0.1994977,True,NaN,NaN,NaN,1822.0,46,2
+26,10000000,28.90625,16,False,350860,0.67303824,0.00021594,11901,0.19557537,False,,,,,46,0
+26,10000000,17.1875,16,False,350860,0.67303824,0.00021594,11901,0.19557537,False,,,,,46,1
+26,10000000,59.53125,16,False,350860,0.67303824,0.00021594,11901,0.19557537,False,,,,,46,2
+27,10000000,30.78125,32,False,368117,0.76423876,0.00018578,12563,0.19859415,True,,,,1492.0,46,0
+27,10000000,17.1875,32,False,368117,0.76423876,0.00018578,12563,0.19859415,True,,,,1492.0,46,1
+27,10000000,149.375,32,False,368117,0.76423876,0.00018578,12563,0.19859415,True,,,,1492.0,46,2
+28,10000000,4843.9844,32,False,668316,0.77331781,0.00012041,26307,0.12102778,True,,,,1465.0,46,0
+28,10000000,4791.4844,32,False,668316,0.77331781,0.00012041,26307,0.12102778,True,,,,1465.0,46,1
+28,10000000,6862.9688,32,False,668316,0.77331781,0.00012041,26307,0.12102778,True,,,,1465.0,46,2
+29,10000000,3298.4375,64,False,514054,0.99154821,0.00017845,13662,0.13853404,False,,,,,46,0
+29,10000000,3676.1719,64,False,514054,0.99154821,0.00017845,13662,0.13853404,False,,,,,46,1
+29,10000000,2294.6875,64,False,514054,0.99154821,0.00017845,13662,0.13853404,False,,,,,46,2
+30,10000000,39.21875,64,True,955805,0.83687971,0.01913783,21056,0.04224205,False,0.30857635,0.92332398,0.00026608,,46,0
+30,10000000,29.0625,64,True,955805,0.83687971,0.01913783,21056,0.04224205,False,0.30857635,0.92332398,0.00026608,,46,1
+30,10000000,28.59375,64,True,955805,0.83687971,0.01913783,21056,0.04224205,False,0.30857635,0.92332398,0.00026608,,46,2
+31,10000000,3103.4375,16,False,516521,0.77999919,6.684e-05,10236,0.1994977,True,,,,1822.0,46,0
+31,10000000,2795.7031,16,False,516521,0.77999919,6.684e-05,10236,0.1994977,True,,,,1822.0,46,1
+31,10000000,3133.5938,16,False,516521,0.77999919,6.684e-05,10236,0.1994977,True,,,,1822.0,46,2

rs/atari_qbert_dqn.csv

@@ -1,418 +1,418 @@
 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,optimisation_seed,seed
-0,10000000,414.64844,64,True,955722,0.57143341,1.01e-06,28504,0.01028647,False,0.05598591,0.96597571,5.76e-06,NaN,42,0
-0,10000000,870.5078,64,True,955722,0.57143341,1.01e-06,28504,0.01028647,False,0.05598591,0.96597571,5.76e-06,NaN,42,1
-0,10000000,589.64844,64,True,955722,0.57143341,1.01e-06,28504,0.01028647,False,0.05598591,0.96597571,5.76e-06,NaN,42,2
+0,10000000,414.64844,64,True,955722,0.57143341,1.01e-06,28504,0.01028647,False,0.05598591,0.96597571,5.76e-06,,42,0
+0,10000000,870.5078,64,True,955722,0.57143341,1.01e-06,28504,0.01028647,False,0.05598591,0.96597571,5.76e-06,,42,1
+0,10000000,589.64844,64,True,955722,0.57143341,1.01e-06,28504,0.01028647,False,0.05598591,0.96597571,5.76e-06,,42,2
 1,10000000,4574.0234,32,True,197793,0.96093712,8.778e-05,9595,0.03388812,True,0.7317171,0.86447239,2e-06,613.0,42,0
 1,10000000,4429.297,32,True,197793,0.96093712,8.778e-05,9595,0.03388812,True,0.7317171,0.86447239,2e-06,613.0,42,1
 1,10000000,4833.203,32,True,197793,0.96093712,8.778e-05,9595,0.03388812,True,0.7317171,0.86447239,2e-06,613.0,42,2
-2,10000000,1109.9609,16,True,219993,0.51571459,1.764e-05,10938,0.12524646,False,0.80936575,0.43283671,4.67e-06,NaN,42,0
-2,10000000,483.20312,16,True,219993,0.51571459,1.764e-05,10938,0.12524646,False,0.80936575,0.43283671,4.67e-06,NaN,42,1
-2,10000000,217.1875,16,True,219993,0.51571459,1.764e-05,10938,0.12524646,False,0.80936575,0.43283671,4.67e-06,NaN,42,2
-3,10000000,543.75,16,True,742000,0.98830748,0.00253237,20918,0.14591505,False,0.51311679,0.71403804,3.89e-06,NaN,42,0
-3,10000000,3230.2734,16,True,742000,0.98830748,0.00253237,20918,0.14591505,False,0.51311679,0.71403804,3.89e-06,NaN,42,1
-3,10000000,747.0703,16,True,742000,0.98830748,0.00253237,20918,0.14591505,False,0.51311679,0.71403804,3.89e-06,NaN,42,2
-4,10000000,0.0,64,True,118820,0.63943568,0.02746948,25853,0.13303685,False,0.02789461,0.72373053,1e-06,NaN,42,0
-4,10000000,150.0,64,True,118820,0.63943568,0.02746948,25853,0.13303685,False,0.02789461,0.72373053,1e-06,NaN,42,1
-4,10000000,25.0,64,True,118820,0.63943568,0.02746948,25853,0.13303685,False,0.02789461,0.72373053,1e-06,NaN,42,2
-5,10000000,4677.1484,64,False,467984,0.63978017,0.00058053,3999,0.03472906,False,NaN,NaN,NaN,NaN,42,0
-5,10000000,7603.3203,64,False,467984,0.63978017,0.00058053,3999,0.03472906,False,NaN,NaN,NaN,NaN,42,1
-5,10000000,4396.6797,64,False,467984,0.63978017,0.00058053,3999,0.03472906,False,NaN,NaN,NaN,NaN,42,2
-6,10000000,125.0,32,False,119858,0.64327063,6.323e-05,17412,0.03968163,False,NaN,NaN,NaN,NaN,42,0
-6,10000000,125.0,32,False,119858,0.64327063,6.323e-05,17412,0.03968163,False,NaN,NaN,NaN,NaN,42,1
-6,10000000,150.0,32,False,119858,0.64327063,6.323e-05,17412,0.03968163,False,NaN,NaN,NaN,NaN,42,2
+2,10000000,1109.9609,16,True,219993,0.51571459,1.764e-05,10938,0.12524646,False,0.80936575,0.43283671,4.67e-06,,42,0
+2,10000000,483.20312,16,True,219993,0.51571459,1.764e-05,10938,0.12524646,False,0.80936575,0.43283671,4.67e-06,,42,1
+2,10000000,217.1875,16,True,219993,0.51571459,1.764e-05,10938,0.12524646,False,0.80936575,0.43283671,4.67e-06,,42,2
+3,10000000,543.75,16,True,742000,0.98830748,0.00253237,20918,0.14591505,False,0.51311679,0.71403804,3.89e-06,,42,0
+3,10000000,3230.2734,16,True,742000,0.98830748,0.00253237,20918,0.14591505,False,0.51311679,0.71403804,3.89e-06,,42,1
+3,10000000,747.0703,16,True,742000,0.98830748,0.00253237,20918,0.14591505,False,0.51311679,0.71403804,3.89e-06,,42,2
+4,10000000,0.0,64,True,118820,0.63943568,0.02746948,25853,0.13303685,False,0.02789461,0.72373053,1e-06,,42,0
+4,10000000,150.0,64,True,118820,0.63943568,0.02746948,25853,0.13303685,False,0.02789461,0.72373053,1e-06,,42,1
+4,10000000,25.0,64,True,118820,0.63943568,0.02746948,25853,0.13303685,False,0.02789461,0.72373053,1e-06,,42,2
+5,10000000,4677.1484,64,False,467984,0.63978017,0.00058053,3999,0.03472906,False,,,,,42,0
+5,10000000,7603.3203,64,False,467984,0.63978017,0.00058053,3999,0.03472906,False,,,,,42,1
+5,10000000,4396.6797,64,False,467984,0.63978017,0.00058053,3999,0.03472906,False,,,,,42,2
+6,10000000,125.0,32,False,119858,0.64327063,6.323e-05,17412,0.03968163,False,,,,,42,0
+6,10000000,125.0,32,False,119858,0.64327063,6.323e-05,17412,0.03968163,False,,,,,42,1
+6,10000000,150.0,32,False,119858,0.64327063,6.323e-05,17412,0.03968163,False,,,,,42,2
 7,10000000,0.0,64,True,145380,0.52300132,3.08e-06,27670,0.05291783,True,0.64599509,0.39428823,3.5e-06,1631.0,42,0
 7,10000000,0.0,64,True,145380,0.52300132,3.08e-06,27670,0.05291783,True,0.64599509,0.39428823,3.5e-06,1631.0,42,1
 7,10000000,213.08594,64,True,145380,0.52300132,3.08e-06,27670,0.05291783,True,0.64599509,0.39428823,3.5e-06,1631.0,42,2
-8,10000000,413.8672,32,False,208893,0.55908241,0.0104089,17072,0.05075327,True,NaN,NaN,NaN,885.0,42,0
-8,10000000,425.78125,32,False,208893,0.55908241,0.0104089,17072,0.05075327,True,NaN,NaN,NaN,885.0,42,1
-8,10000000,341.01562,32,False,208893,0.55908241,0.0104089,17072,0.05075327,True,NaN,NaN,NaN,885.0,42,2
-9,10000000,0.0,64,True,798630,0.86851778,0.01530451,31112,0.01718841,False,0.59596985,0.70803352,4.18e-06,NaN,42,0
-9,10000000,150.0,64,True,798630,0.86851778,0.01530451,31112,0.01718841,False,0.59596985,0.70803352,4.18e-06,NaN,42,1
-9,10000000,0.0,64,True,798630,0.86851778,0.01530451,31112,0.01718841,False,0.59596985,0.70803352,4.18e-06,NaN,42,2
-10,10000000,2751.5625,32,False,461881,0.52157996,0.00058786,20894,0.07745616,False,NaN,NaN,NaN,NaN,42,0
-10,10000000,5026.5625,32,False,461881,0.52157996,0.00058786,20894,0.07745616,False,NaN,NaN,NaN,NaN,42,1
-10,10000000,3990.625,32,False,461881,0.52157996,0.00058786,20894,0.07745616,False,NaN,NaN,NaN,NaN,42,2
-11,10000000,150.0,16,False,169988,0.99363806,0.01624032,9199,0.10733491,False,NaN,NaN,NaN,NaN,42,0
-11,10000000,125.0,16,False,169988,0.99363806,0.01624032,9199,0.10733491,False,NaN,NaN,NaN,NaN,42,1
-11,10000000,0.0,16,False,169988,0.99363806,0.01624032,9199,0.10733491,False,NaN,NaN,NaN,NaN,42,2
-12,10000000,699.21875,16,True,316850,0.99023136,0.00428534,20585,0.03026762,False,0.21703948,0.58891844,4.43e-06,NaN,42,0
-12,10000000,344.92188,16,True,316850,0.99023136,0.00428534,20585,0.03026762,False,0.21703948,0.58891844,4.43e-06,NaN,42,1
-12,10000000,511.52344,16,True,316850,0.99023136,0.00428534,20585,0.03026762,False,0.21703948,0.58891844,4.43e-06,NaN,42,2
+8,10000000,413.8672,32,False,208893,0.55908241,0.0104089,17072,0.05075327,True,,,,885.0,42,0
+8,10000000,425.78125,32,False,208893,0.55908241,0.0104089,17072,0.05075327,True,,,,885.0,42,1
+8,10000000,341.01562,32,False,208893,0.55908241,0.0104089,17072,0.05075327,True,,,,885.0,42,2
+9,10000000,0.0,64,True,798630,0.86851778,0.01530451,31112,0.01718841,False,0.59596985,0.70803352,4.18e-06,,42,0
+9,10000000,150.0,64,True,798630,0.86851778,0.01530451,31112,0.01718841,False,0.59596985,0.70803352,4.18e-06,,42,1
+9,10000000,0.0,64,True,798630,0.86851778,0.01530451,31112,0.01718841,False,0.59596985,0.70803352,4.18e-06,,42,2
+10,10000000,2751.5625,32,False,461881,0.52157996,0.00058786,20894,0.07745616,False,,,,,42,0
+10,10000000,5026.5625,32,False,461881,0.52157996,0.00058786,20894,0.07745616,False,,,,,42,1
+10,10000000,3990.625,32,False,461881,0.52157996,0.00058786,20894,0.07745616,False,,,,,42,2
+11,10000000,150.0,16,False,169988,0.99363806,0.01624032,9199,0.10733491,False,,,,,42,0
+11,10000000,125.0,16,False,169988,0.99363806,0.01624032,9199,0.10733491,False,,,,,42,1
+11,10000000,0.0,16,False,169988,0.99363806,0.01624032,9199,0.10733491,False,,,,,42,2
+12,10000000,699.21875,16,True,316850,0.99023136,0.00428534,20585,0.03026762,False,0.21703948,0.58891844,4.43e-06,,42,0
+12,10000000,344.92188,16,True,316850,0.99023136,0.00428534,20585,0.03026762,False,0.21703948,0.58891844,4.43e-06,,42,1
+12,10000000,511.52344,16,True,316850,0.99023136,0.00428534,20585,0.03026762,False,0.21703948,0.58891844,4.43e-06,,42,2
 13,10000000,4333.3984,32,True,749613,0.66079138,6.09e-06,15202,0.07472395,True,0.14178576,0.86854283,5.4e-07,537.0,42,0
 13,10000000,5712.5,32,True,749613,0.66079138,6.09e-06,15202,0.07472395,True,0.14178576,0.86854283,5.4e-07,537.0,42,1
 13,10000000,4314.0625,32,True,749613,0.66079138,6.09e-06,15202,0.07472395,True,0.14178576,0.86854283,5.4e-07,537.0,42,2
 14,10000000,125.0,32,True,538222,0.56379015,6.032e-05,19141,0.17031269,True,0.98255483,0.81890135,1.687e-05,1142.0,42,0
 14,10000000,150.0,32,True,538222,0.56379015,6.032e-05,19141,0.17031269,True,0.98255483,0.81890135,1.687e-05,1142.0,42,1
 14,10000000,150.0,32,True,538222,0.56379015,6.032e-05,19141,0.17031269,True,0.98255483,0.81890135,1.687e-05,1142.0,42,2
-15,10000000,4178.711,16,False,557566,0.52591177,4.09e-05,19402,0.07042479,False,NaN,NaN,NaN,NaN,42,0
-15,10000000,4095.7031,16,False,557566,0.52591177,4.09e-05,19402,0.07042479,False,NaN,NaN,NaN,NaN,42,1
-15,10000000,3900.1953,16,False,557566,0.52591177,4.09e-05,19402,0.07042479,False,NaN,NaN,NaN,NaN,42,2
-16,10000000,125.0,32,True,593040,0.77177643,0.00137575,27635,0.19954083,False,0.87799798,0.13621378,7.745e-05,NaN,42,0
-16,10000000,0.0,32,True,593040,0.77177643,0.00137575,27635,0.19954083,False,0.87799798,0.13621378,7.745e-05,NaN,42,1
-16,10000000,0.0,32,True,593040,0.77177643,0.00137575,27635,0.19954083,False,0.87799798,0.13621378,7.745e-05,NaN,42,2
-17,10000000,504.8828,32,True,994521,0.80572712,0.00304266,12665,0.02174515,False,0.92163346,0.06421402,3.91e-06,NaN,42,0
-17,10000000,524.02344,32,True,994521,0.80572712,0.00304266,12665,0.02174515,False,0.92163346,0.06421402,3.91e-06,NaN,42,1
-17,10000000,337.89062,32,True,994521,0.80572712,0.00304266,12665,0.02174515,False,0.92163346,0.06421402,3.91e-06,NaN,42,2
-18,10000000,150.0,64,True,833696,0.61004861,0.00061168,2783,0.04277121,False,0.30110423,0.50204183,0.00010304,NaN,42,0
-18,10000000,150.0,64,True,833696,0.61004861,0.00061168,2783,0.04277121,False,0.30110423,0.50204183,0.00010304,NaN,42,1
-18,10000000,125.0,64,True,833696,0.61004861,0.00061168,2783,0.04277121,False,0.30110423,0.50204183,0.00010304,NaN,42,2
-19,10000000,150.0,16,False,337223,0.58927233,0.00408634,24020,0.01829808,True,NaN,NaN,NaN,714.0,42,0
-19,10000000,150.0,16,False,337223,0.58927233,0.00408634,24020,0.01829808,True,NaN,NaN,NaN,714.0,42,1
-19,10000000,125.0,16,False,337223,0.58927233,0.00408634,24020,0.01829808,True,NaN,NaN,NaN,714.0,42,2
-20,10000000,324.21875,16,True,323942,0.71085197,0.01296938,23204,0.02220917,False,0.18361757,0.05649631,9.6e-07,NaN,42,0
-20,10000000,408.59375,16,True,323942,0.71085197,0.01296938,23204,0.02220917,False,0.18361757,0.05649631,9.6e-07,NaN,42,1
-20,10000000,474.60938,16,True,323942,0.71085197,0.01296938,23204,0.02220917,False,0.18361757,0.05649631,9.6e-07,NaN,42,2
-21,10000000,125.0,64,False,245907,0.92320392,5.271e-05,13336,0.16008376,False,NaN,NaN,NaN,NaN,42,0
-21,10000000,150.0,64,False,245907,0.92320392,5.271e-05,13336,0.16008376,False,NaN,NaN,NaN,NaN,42,1
-21,10000000,0.0,64,False,245907,0.92320392,5.271e-05,13336,0.16008376,False,NaN,NaN,NaN,NaN,42,2
-22,10000000,4664.8438,64,False,665204,0.55764101,0.00018868,3691,0.13956147,True,NaN,NaN,NaN,318.0,42,0
-22,10000000,4123.633,64,False,665204,0.55764101,0.00018868,3691,0.13956147,True,NaN,NaN,NaN,318.0,42,1
-22,10000000,948.0469,64,False,665204,0.55764101,0.00018868,3691,0.13956147,True,NaN,NaN,NaN,318.0,42,2
+15,10000000,4178.711,16,False,557566,0.52591177,4.09e-05,19402,0.07042479,False,,,,,42,0
+15,10000000,4095.7031,16,False,557566,0.52591177,4.09e-05,19402,0.07042479,False,,,,,42,1
+15,10000000,3900.1953,16,False,557566,0.52591177,4.09e-05,19402,0.07042479,False,,,,,42,2
+16,10000000,125.0,32,True,593040,0.77177643,0.00137575,27635,0.19954083,False,0.87799798,0.13621378,7.745e-05,,42,0
+16,10000000,0.0,32,True,593040,0.77177643,0.00137575,27635,0.19954083,False,0.87799798,0.13621378,7.745e-05,,42,1
+16,10000000,0.0,32,True,593040,0.77177643,0.00137575,27635,0.19954083,False,0.87799798,0.13621378,7.745e-05,,42,2
+17,10000000,504.8828,32,True,994521,0.80572712,0.00304266,12665,0.02174515,False,0.92163346,0.06421402,3.91e-06,,42,0
+17,10000000,524.02344,32,True,994521,0.80572712,0.00304266,12665,0.02174515,False,0.92163346,0.06421402,3.91e-06,,42,1
+17,10000000,337.89062,32,True,994521,0.80572712,0.00304266,12665,0.02174515,False,0.92163346,0.06421402,3.91e-06,,42,2
+18,10000000,150.0,64,True,833696,0.61004861,0.00061168,2783,0.04277121,False,0.30110423,0.50204183,0.00010304,,42,0
+18,10000000,150.0,64,True,833696,0.61004861,0.00061168,2783,0.04277121,False,0.30110423,0.50204183,0.00010304,,42,1
+18,10000000,125.0,64,True,833696,0.61004861,0.00061168,2783,0.04277121,False,0.30110423,0.50204183,0.00010304,,42,2
+19,10000000,150.0,16,False,337223,0.58927233,0.00408634,24020,0.01829808,True,,,,714.0,42,0
+19,10000000,150.0,16,False,337223,0.58927233,0.00408634,24020,0.01829808,True,,,,714.0,42,1
+19,10000000,125.0,16,False,337223,0.58927233,0.00408634,24020,0.01829808,True,,,,714.0,42,2
+20,10000000,324.21875,16,True,323942,0.71085197,0.01296938,23204,0.02220917,False,0.18361757,0.05649631,9.6e-07,,42,0
+20,10000000,408.59375,16,True,323942,0.71085197,0.01296938,23204,0.02220917,False,0.18361757,0.05649631,9.6e-07,,42,1
+20,10000000,474.60938,16,True,323942,0.71085197,0.01296938,23204,0.02220917,False,0.18361757,0.05649631,9.6e-07,,42,2
+21,10000000,125.0,64,False,245907,0.92320392,5.271e-05,13336,0.16008376,False,,,,,42,0
+21,10000000,150.0,64,False,245907,0.92320392,5.271e-05,13336,0.16008376,False,,,,,42,1
+21,10000000,0.0,64,False,245907,0.92320392,5.271e-05,13336,0.16008376,False,,,,,42,2
+22,10000000,4664.8438,64,False,665204,0.55764101,0.00018868,3691,0.13956147,True,,,,318.0,42,0
+22,10000000,4123.633,64,False,665204,0.55764101,0.00018868,3691,0.13956147,True,,,,318.0,42,1
+22,10000000,948.0469,64,False,665204,0.55764101,0.00018868,3691,0.13956147,True,,,,318.0,42,2
 23,10000000,0.0,64,True,33757,0.64850144,0.03562013,11450,0.01879279,True,0.07433655,0.12913537,0.00020175,1044.0,42,0
 23,10000000,0.0,64,True,33757,0.64850144,0.03562013,11450,0.01879279,True,0.07433655,0.12913537,0.00020175,1044.0,42,1
 23,10000000,150.0,64,True,33757,0.64850144,0.03562013,11450,0.01879279,True,0.07433655,0.12913537,0.00020175,1044.0,42,2
-24,10000000,25.0,32,True,324581,0.51743258,2.316e-05,14798,0.0569968,False,0.68642618,0.59648371,1.17e-06,NaN,42,0
-24,10000000,0.0,32,True,324581,0.51743258,2.316e-05,14798,0.0569968,False,0.68642618,0.59648371,1.17e-06,NaN,42,1
-24,10000000,125.0,32,True,324581,0.51743258,2.316e-05,14798,0.0569968,False,0.68642618,0.59648371,1.17e-06,NaN,42,2
-25,10000000,0.0,16,True,49898,0.93953574,1.01e-06,31244,0.12673089,False,0.43791838,0.79091891,0.00012132,NaN,42,0
-25,10000000,150.0,16,True,49898,0.93953574,1.01e-06,31244,0.12673089,False,0.43791838,0.79091891,0.00012132,NaN,42,1
-25,10000000,150.0,16,True,49898,0.93953574,1.01e-06,31244,0.12673089,False,0.43791838,0.79091891,0.00012132,NaN,42,2
-26,10000000,4128.711,16,True,506958,0.50051474,0.0186659,15022,0.05537865,False,0.76249314,0.74837864,7.69e-06,NaN,42,0
-26,10000000,3621.0938,16,True,506958,0.50051474,0.0186659,15022,0.05537865,False,0.76249314,0.74837864,7.69e-06,NaN,42,1
-26,10000000,4303.5156,16,True,506958,0.50051474,0.0186659,15022,0.05537865,False,0.76249314,0.74837864,7.69e-06,NaN,42,2
-27,10000000,15100.0,64,True,48861,0.84278264,0.00081256,5191,0.07971347,False,0.48570188,0.50389927,2.02e-06,NaN,42,0
-27,10000000,4260.3516,64,True,48861,0.84278264,0.00081256,5191,0.07971347,False,0.48570188,0.50389927,2.02e-06,NaN,42,1
-27,10000000,433.78906,64,True,48861,0.84278264,0.00081256,5191,0.07971347,False,0.48570188,0.50389927,2.02e-06,NaN,42,2
-28,10000000,3408.0078,32,False,943531,0.85323786,0.00350996,25850,0.11104729,False,NaN,NaN,NaN,NaN,42,0
-28,10000000,8939.0625,32,False,943531,0.85323786,0.00350996,25850,0.11104729,False,NaN,NaN,NaN,NaN,42,1
-28,10000000,12464.453,32,False,943531,0.85323786,0.00350996,25850,0.11104729,False,NaN,NaN,NaN,NaN,42,2
+24,10000000,25.0,32,True,324581,0.51743258,2.316e-05,14798,0.0569968,False,0.68642618,0.59648371,1.17e-06,,42,0
+24,10000000,0.0,32,True,324581,0.51743258,2.316e-05,14798,0.0569968,False,0.68642618,0.59648371,1.17e-06,,42,1
+24,10000000,125.0,32,True,324581,0.51743258,2.316e-05,14798,0.0569968,False,0.68642618,0.59648371,1.17e-06,,42,2
+25,10000000,0.0,16,True,49898,0.93953574,1.01e-06,31244,0.12673089,False,0.43791838,0.79091891,0.00012132,,42,0
+25,10000000,150.0,16,True,49898,0.93953574,1.01e-06,31244,0.12673089,False,0.43791838,0.79091891,0.00012132,,42,1
+25,10000000,150.0,16,True,49898,0.93953574,1.01e-06,31244,0.12673089,False,0.43791838,0.79091891,0.00012132,,42,2
+26,10000000,4128.711,16,True,506958,0.50051474,0.0186659,15022,0.05537865,False,0.76249314,0.74837864,7.69e-06,,42,0
+26,10000000,3621.0938,16,True,506958,0.50051474,0.0186659,15022,0.05537865,False,0.76249314,0.74837864,7.69e-06,,42,1
+26,10000000,4303.5156,16,True,506958,0.50051474,0.0186659,15022,0.05537865,False,0.76249314,0.74837864,7.69e-06,,42,2
+27,10000000,15100.0,64,True,48861,0.84278264,0.00081256,5191,0.07971347,False,0.48570188,0.50389927,2.02e-06,,42,0
+27,10000000,4260.3516,64,True,48861,0.84278264,0.00081256,5191,0.07971347,False,0.48570188,0.50389927,2.02e-06,,42,1
+27,10000000,433.78906,64,True,48861,0.84278264,0.00081256,5191,0.07971347,False,0.48570188,0.50389927,2.02e-06,,42,2
+28,10000000,3408.0078,32,False,943531,0.85323786,0.00350996,25850,0.11104729,False,,,,,42,0
+28,10000000,8939.0625,32,False,943531,0.85323786,0.00350996,25850,0.11104729,False,,,,,42,1
+28,10000000,12464.453,32,False,943531,0.85323786,0.00350996,25850,0.11104729,False,,,,,42,2
 29,10000000,0.0,64,True,521008,0.87135326,1.59e-06,23039,0.15879826,True,0.73578189,0.24516789,9.7e-07,130.0,42,0
 29,10000000,0.0,64,True,521008,0.87135326,1.59e-06,23039,0.15879826,True,0.73578189,0.24516789,9.7e-07,130.0,42,1
 29,10000000,125.0,64,True,521008,0.87135326,1.59e-06,23039,0.15879826,True,0.73578189,0.24516789,9.7e-07,130.0,42,2
-30,10000000,0.0,16,True,62391,0.61733702,0.00222306,11576,0.00829761,False,0.56255885,0.2388196,2.3e-07,NaN,42,0
-30,10000000,150.0,16,True,62391,0.61733702,0.00222306,11576,0.00829761,False,0.56255885,0.2388196,2.3e-07,NaN,42,1
-30,10000000,0.0,16,True,62391,0.61733702,0.00222306,11576,0.00829761,False,0.56255885,0.2388196,2.3e-07,NaN,42,2
-31,10000000,0.0,32,True,331953,0.56287076,6.48e-06,27118,0.16778494,False,0.12197872,0.82857049,2.629e-05,NaN,42,0
-31,10000000,0.0,32,True,331953,0.56287076,6.48e-06,27118,0.16778494,False,0.12197872,0.82857049,2.629e-05,NaN,42,1
-31,10000000,0.0,32,True,331953,0.56287076,6.48e-06,27118,0.16778494,False,0.12197872,0.82857049,2.629e-05,NaN,42,2
-0,10000000,15194.922,64,False,837185,0.60934248,0.01249455,30294,0.046164,False,NaN,NaN,NaN,NaN,45,0
-0,10000000,17061.719,64,False,837185,0.60934248,0.01249455,30294,0.046164,False,NaN,NaN,NaN,NaN,45,1
-0,10000000,16257.8125,64,False,837185,0.60934248,0.01249455,30294,0.046164,False,NaN,NaN,NaN,NaN,45,2
-1,10000000,150.0,32,False,748119,0.51417741,0.0149344,17478,0.04096891,True,NaN,NaN,NaN,722.0,45,0
-1,10000000,150.0,32,False,748119,0.51417741,0.0149344,17478,0.04096891,True,NaN,NaN,NaN,722.0,45,1
-1,10000000,0.0,32,False,748119,0.51417741,0.0149344,17478,0.04096891,True,NaN,NaN,NaN,722.0,45,2
+30,10000000,0.0,16,True,62391,0.61733702,0.00222306,11576,0.00829761,False,0.56255885,0.2388196,2.3e-07,,42,0
+30,10000000,150.0,16,True,62391,0.61733702,0.00222306,11576,0.00829761,False,0.56255885,0.2388196,2.3e-07,,42,1
+30,10000000,0.0,16,True,62391,0.61733702,0.00222306,11576,0.00829761,False,0.56255885,0.2388196,2.3e-07,,42,2
+31,10000000,0.0,32,True,331953,0.56287076,6.48e-06,27118,0.16778494,False,0.12197872,0.82857049,2.629e-05,,42,0
+31,10000000,0.0,32,True,331953,0.56287076,6.48e-06,27118,0.16778494,False,0.12197872,0.82857049,2.629e-05,,42,1
+31,10000000,0.0,32,True,331953,0.56287076,6.48e-06,27118,0.16778494,False,0.12197872,0.82857049,2.629e-05,,42,2
+0,10000000,15194.922,64,False,837185,0.60934248,0.01249455,30294,0.046164,False,,,,,45,0
+0,10000000,17061.719,64,False,837185,0.60934248,0.01249455,30294,0.046164,False,,,,,45,1
+0,10000000,16257.8125,64,False,837185,0.60934248,0.01249455,30294,0.046164,False,,,,,45,2
+1,10000000,150.0,32,False,748119,0.51417741,0.0149344,17478,0.04096891,True,,,,722.0,45,0
+1,10000000,150.0,32,False,748119,0.51417741,0.0149344,17478,0.04096891,True,,,,722.0,45,1
+1,10000000,0.0,32,False,748119,0.51417741,0.0149344,17478,0.04096891,True,,,,722.0,45,2
 2,10000000,0.0,64,True,33243,0.78549285,1.36e-05,7633,0.08237452,True,0.15617633,0.12237723,0.00017346,714.0,45,0
 2,10000000,0.0,64,True,33243,0.78549285,1.36e-05,7633,0.08237452,True,0.15617633,0.12237723,0.00017346,714.0,45,1
 2,10000000,150.0,64,True,33243,0.78549285,1.36e-05,7633,0.08237452,True,0.15617633,0.12237723,0.00017346,714.0,45,2
-3,10000000,125.0,16,False,411701,0.81430974,1.474e-05,19267,0.06293144,False,NaN,NaN,NaN,NaN,45,0
-3,10000000,125.0,16,False,411701,0.81430974,1.474e-05,19267,0.06293144,False,NaN,NaN,NaN,NaN,45,1
-3,10000000,0.0,16,False,411701,0.81430974,1.474e-05,19267,0.06293144,False,NaN,NaN,NaN,NaN,45,2
-4,10000000,125.0,16,False,720659,0.97182096,8.52e-06,12567,0.10926124,True,NaN,NaN,NaN,1458.0,45,0
-4,10000000,125.0,16,False,720659,0.97182096,8.52e-06,12567,0.10926124,True,NaN,NaN,NaN,1458.0,45,1
-4,10000000,125.0,16,False,720659,0.97182096,8.52e-06,12567,0.10926124,True,NaN,NaN,NaN,1458.0,45,2
-5,10000000,0.0,64,True,213395,0.98821614,0.00032639,25975,0.10463475,False,0.78112237,0.27668228,5.16e-06,NaN,45,0
-5,10000000,25.0,64,True,213395,0.98821614,0.00032639,25975,0.10463475,False,0.78112237,0.27668228,5.16e-06,NaN,45,1
-5,10000000,250.0,64,True,213395,0.98821614,0.00032639,25975,0.10463475,False,0.78112237,0.27668228,5.16e-06,NaN,45,2
-6,10000000,0.0,64,True,400764,0.58444982,0.01002003,6286,0.01490956,False,0.62206881,0.51208848,9.2e-07,NaN,45,0
-6,10000000,0.0,64,True,400764,0.58444982,0.01002003,6286,0.01490956,False,0.62206881,0.51208848,9.2e-07,NaN,45,1
-6,10000000,0.0,64,True,400764,0.58444982,0.01002003,6286,0.01490956,False,0.62206881,0.51208848,9.2e-07,NaN,45,2
-7,10000000,4632.0312,64,False,763278,0.96053412,0.03250372,13563,0.11220367,False,NaN,NaN,NaN,NaN,45,0
-7,10000000,4379.6875,64,False,763278,0.96053412,0.03250372,13563,0.11220367,False,NaN,NaN,NaN,NaN,45,1
-7,10000000,3691.9922,64,False,763278,0.96053412,0.03250372,13563,0.11220367,False,NaN,NaN,NaN,NaN,45,2
-8,10000000,0.0,64,False,427484,0.71726098,0.00011798,6508,0.07234746,True,NaN,NaN,NaN,813.0,45,0
-8,10000000,0.0,64,False,427484,0.71726098,0.00011798,6508,0.07234746,True,NaN,NaN,NaN,813.0,45,1
-8,10000000,0.0,64,False,427484,0.71726098,0.00011798,6508,0.07234746,True,NaN,NaN,NaN,813.0,45,2
-9,10000000,475.58594,32,False,698799,0.70472129,0.00025196,7938,0.04767581,True,NaN,NaN,NaN,1693.0,45,0
-9,10000000,550.0,32,False,698799,0.70472129,0.00025196,7938,0.04767581,True,NaN,NaN,NaN,1693.0,45,1
-9,10000000,800.3906,32,False,698799,0.70472129,0.00025196,7938,0.04767581,True,NaN,NaN,NaN,1693.0,45,2
+3,10000000,125.0,16,False,411701,0.81430974,1.474e-05,19267,0.06293144,False,,,,,45,0
+3,10000000,125.0,16,False,411701,0.81430974,1.474e-05,19267,0.06293144,False,,,,,45,1
+3,10000000,0.0,16,False,411701,0.81430974,1.474e-05,19267,0.06293144,False,,,,,45,2
+4,10000000,125.0,16,False,720659,0.97182096,8.52e-06,12567,0.10926124,True,,,,1458.0,45,0
+4,10000000,125.0,16,False,720659,0.97182096,8.52e-06,12567,0.10926124,True,,,,1458.0,45,1
+4,10000000,125.0,16,False,720659,0.97182096,8.52e-06,12567,0.10926124,True,,,,1458.0,45,2
+5,10000000,0.0,64,True,213395,0.98821614,0.00032639,25975,0.10463475,False,0.78112237,0.27668228,5.16e-06,,45,0
+5,10000000,25.0,64,True,213395,0.98821614,0.00032639,25975,0.10463475,False,0.78112237,0.27668228,5.16e-06,,45,1
+5,10000000,250.0,64,True,213395,0.98821614,0.00032639,25975,0.10463475,False,0.78112237,0.27668228,5.16e-06,,45,2
+6,10000000,0.0,64,True,400764,0.58444982,0.01002003,6286,0.01490956,False,0.62206881,0.51208848,9.2e-07,,45,0
+6,10000000,0.0,64,True,400764,0.58444982,0.01002003,6286,0.01490956,False,0.62206881,0.51208848,9.2e-07,,45,1
+6,10000000,0.0,64,True,400764,0.58444982,0.01002003,6286,0.01490956,False,0.62206881,0.51208848,9.2e-07,,45,2
+7,10000000,4632.0312,64,False,763278,0.96053412,0.03250372,13563,0.11220367,False,,,,,45,0
+7,10000000,4379.6875,64,False,763278,0.96053412,0.03250372,13563,0.11220367,False,,,,,45,1
+7,10000000,3691.9922,64,False,763278,0.96053412,0.03250372,13563,0.11220367,False,,,,,45,2
+8,10000000,0.0,64,False,427484,0.71726098,0.00011798,6508,0.07234746,True,,,,813.0,45,0
+8,10000000,0.0,64,False,427484,0.71726098,0.00011798,6508,0.07234746,True,,,,813.0,45,1
+8,10000000,0.0,64,False,427484,0.71726098,0.00011798,6508,0.07234746,True,,,,813.0,45,2
+9,10000000,475.58594,32,False,698799,0.70472129,0.00025196,7938,0.04767581,True,,,,1693.0,45,0
+9,10000000,550.0,32,False,698799,0.70472129,0.00025196,7938,0.04767581,True,,,,1693.0,45,1
+9,10000000,800.3906,32,False,698799,0.70472129,0.00025196,7938,0.04767581,True,,,,1693.0,45,2
 10,10000000,150.0,64,True,711095,0.70349459,7.405e-05,16088,0.04507935,True,0.63502363,0.98109771,8.04e-06,916.0,45,0
 10,10000000,125.0,64,True,711095,0.70349459,7.405e-05,16088,0.04507935,True,0.63502363,0.98109771,8.04e-06,916.0,45,1
 10,10000000,0.0,64,True,711095,0.70349459,7.405e-05,16088,0.04507935,True,0.63502363,0.98109771,8.04e-06,916.0,45,2
-11,10000000,16884.766,16,True,800471,0.80573947,2.534e-05,30240,0.13823277,False,0.53147786,0.80343439,0.00092926,NaN,45,0
-11,10000000,11150.977,16,True,800471,0.80573947,2.534e-05,30240,0.13823277,False,0.53147786,0.80343439,0.00092926,NaN,45,1
-11,10000000,7241.797,16,True,800471,0.80573947,2.534e-05,30240,0.13823277,False,0.53147786,0.80343439,0.00092926,NaN,45,2
-12,10000000,736.52344,16,False,293356,0.88236494,0.00010944,13851,0.07211582,False,NaN,NaN,NaN,NaN,45,0
-12,10000000,2224.2188,16,False,293356,0.88236494,0.00010944,13851,0.07211582,False,NaN,NaN,NaN,NaN,45,1
-12,10000000,1466.2109,16,False,293356,0.88236494,0.00010944,13851,0.07211582,False,NaN,NaN,NaN,NaN,45,2
-13,10000000,0.0,64,True,862745,0.64504648,5.57e-06,30331,0.13883241,False,0.37270377,0.14941589,0.00014503,NaN,45,0
-13,10000000,125.0,64,True,862745,0.64504648,5.57e-06,30331,0.13883241,False,0.37270377,0.14941589,0.00014503,NaN,45,1
-13,10000000,0.0,64,True,862745,0.64504648,5.57e-06,30331,0.13883241,False,0.37270377,0.14941589,0.00014503,NaN,45,2
-14,10000000,63.28125,64,True,17544,0.87220035,1.34e-06,17045,0.1440217,False,0.35769599,0.24599159,1.2e-07,NaN,45,0
-14,10000000,574.8047,64,True,17544,0.87220035,1.34e-06,17045,0.1440217,False,0.35769599,0.24599159,1.2e-07,NaN,45,1
-14,10000000,662.6953,64,True,17544,0.87220035,1.34e-06,17045,0.1440217,False,0.35769599,0.24599159,1.2e-07,NaN,45,2
-15,10000000,0.0,32,False,499124,0.66865818,0.00012868,26085,0.01639198,False,NaN,NaN,NaN,NaN,45,0
-15,10000000,0.0,32,False,499124,0.66865818,0.00012868,26085,0.01639198,False,NaN,NaN,NaN,NaN,45,1
-15,10000000,0.0,32,False,499124,0.66865818,0.00012868,26085,0.01639198,False,NaN,NaN,NaN,NaN,45,2
-16,10000000,932.22656,32,True,251754,0.50459537,0.00011542,11245,0.14602219,False,0.92330931,0.7572416,1.32e-06,NaN,45,0
-16,10000000,430.66406,32,True,251754,0.50459537,0.00011542,11245,0.14602219,False,0.92330931,0.7572416,1.32e-06,NaN,45,1
-16,10000000,903.125,32,True,251754,0.50459537,0.00011542,11245,0.14602219,False,0.92330931,0.7572416,1.32e-06,NaN,45,2
+11,10000000,16884.766,16,True,800471,0.80573947,2.534e-05,30240,0.13823277,False,0.53147786,0.80343439,0.00092926,,45,0
+11,10000000,11150.977,16,True,800471,0.80573947,2.534e-05,30240,0.13823277,False,0.53147786,0.80343439,0.00092926,,45,1
+11,10000000,7241.797,16,True,800471,0.80573947,2.534e-05,30240,0.13823277,False,0.53147786,0.80343439,0.00092926,,45,2
+12,10000000,736.52344,16,False,293356,0.88236494,0.00010944,13851,0.07211582,False,,,,,45,0
+12,10000000,2224.2188,16,False,293356,0.88236494,0.00010944,13851,0.07211582,False,,,,,45,1
+12,10000000,1466.2109,16,False,293356,0.88236494,0.00010944,13851,0.07211582,False,,,,,45,2
+13,10000000,0.0,64,True,862745,0.64504648,5.57e-06,30331,0.13883241,False,0.37270377,0.14941589,0.00014503,,45,0
+13,10000000,125.0,64,True,862745,0.64504648,5.57e-06,30331,0.13883241,False,0.37270377,0.14941589,0.00014503,,45,1
+13,10000000,0.0,64,True,862745,0.64504648,5.57e-06,30331,0.13883241,False,0.37270377,0.14941589,0.00014503,,45,2
+14,10000000,63.28125,64,True,17544,0.87220035,1.34e-06,17045,0.1440217,False,0.35769599,0.24599159,1.2e-07,,45,0
+14,10000000,574.8047,64,True,17544,0.87220035,1.34e-06,17045,0.1440217,False,0.35769599,0.24599159,1.2e-07,,45,1
+14,10000000,662.6953,64,True,17544,0.87220035,1.34e-06,17045,0.1440217,False,0.35769599,0.24599159,1.2e-07,,45,2
+15,10000000,0.0,32,False,499124,0.66865818,0.00012868,26085,0.01639198,False,,,,,45,0
+15,10000000,0.0,32,False,499124,0.66865818,0.00012868,26085,0.01639198,False,,,,,45,1
+15,10000000,0.0,32,False,499124,0.66865818,0.00012868,26085,0.01639198,False,,,,,45,2
+16,10000000,932.22656,32,True,251754,0.50459537,0.00011542,11245,0.14602219,False,0.92330931,0.7572416,1.32e-06,,45,0
+16,10000000,430.66406,32,True,251754,0.50459537,0.00011542,11245,0.14602219,False,0.92330931,0.7572416,1.32e-06,,45,1
+16,10000000,903.125,32,True,251754,0.50459537,0.00011542,11245,0.14602219,False,0.92330931,0.7572416,1.32e-06,,45,2
 17,10000000,150.0,16,True,934655,0.94549454,0.0006448,32188,0.07218684,True,0.24804639,0.27688635,8.8e-07,619.0,45,0
 17,10000000,150.0,16,True,934655,0.94549454,0.0006448,32188,0.07218684,True,0.24804639,0.27688635,8.8e-07,619.0,45,1
 17,10000000,125.0,16,True,934655,0.94549454,0.0006448,32188,0.07218684,True,0.24804639,0.27688635,8.8e-07,619.0,45,2
 18,10000000,757.22656,64,True,843944,0.52993895,6.515e-05,27971,0.05603194,True,0.38637474,0.34378629,1.01e-06,1268.0,45,0
 18,10000000,4023.0469,64,True,843944,0.52993895,6.515e-05,27971,0.05603194,True,0.38637474,0.34378629,1.01e-06,1268.0,45,1
 18,10000000,568.75,64,True,843944,0.52993895,6.515e-05,27971,0.05603194,True,0.38637474,0.34378629,1.01e-06,1268.0,45,2
-19,10000000,125.0,16,False,486987,0.6988832,6.87e-05,26627,0.17082156,True,NaN,NaN,NaN,592.0,45,0
-19,10000000,125.0,16,False,486987,0.6988832,6.87e-05,26627,0.17082156,True,NaN,NaN,NaN,592.0,45,1
-19,10000000,0.0,16,False,486987,0.6988832,6.87e-05,26627,0.17082156,True,NaN,NaN,NaN,592.0,45,2
-20,10000000,0.0,32,True,704751,0.75045395,0.00473661,20133,0.15286141,False,0.43603291,0.20553747,2.4e-06,NaN,45,0
-20,10000000,18.945312,32,True,704751,0.75045395,0.00473661,20133,0.15286141,False,0.43603291,0.20553747,2.4e-06,NaN,45,1
-20,10000000,0.0,32,True,704751,0.75045395,0.00473661,20133,0.15286141,False,0.43603291,0.20553747,2.4e-06,NaN,45,2
-21,10000000,0.0,64,True,756848,0.82006794,0.00036961,24304,0.16668876,False,0.55898618,0.40855784,1.7e-07,NaN,45,0
-21,10000000,150.0,64,True,756848,0.82006794,0.00036961,24304,0.16668876,False,0.55898618,0.40855784,1.7e-07,NaN,45,1
-21,10000000,150.0,64,True,756848,0.82006794,0.00036961,24304,0.16668876,False,0.55898618,0.40855784,1.7e-07,NaN,45,2
-22,10000000,812.5,64,False,211536,0.5735152,0.03186029,23787,0.13127414,True,NaN,NaN,NaN,1640.0,45,0
-22,10000000,956.4453,64,False,211536,0.5735152,0.03186029,23787,0.13127414,True,NaN,NaN,NaN,1640.0,45,1
-22,10000000,1120.8984,64,False,211536,0.5735152,0.03186029,23787,0.13127414,True,NaN,NaN,NaN,1640.0,45,2
-23,10000000,4246.289,16,True,998720,0.93564497,1.266e-05,13942,0.11115343,False,0.83211685,0.06332554,2.43e-06,NaN,45,0
-23,10000000,4426.5625,16,True,998720,0.93564497,1.266e-05,13942,0.11115343,False,0.83211685,0.06332554,2.43e-06,NaN,45,1
-23,10000000,4568.75,16,True,998720,0.93564497,1.266e-05,13942,0.11115343,False,0.83211685,0.06332554,2.43e-06,NaN,45,2
-24,10000000,657.8125,64,True,880565,0.7617753,0.00044985,1864,0.08560807,False,0.30390185,0.71119577,0.00063742,NaN,45,0
-24,10000000,3126.3672,64,True,880565,0.7617753,0.00044985,1864,0.08560807,False,0.30390185,0.71119577,0.00063742,NaN,45,1
-24,10000000,4154.883,64,True,880565,0.7617753,0.00044985,1864,0.08560807,False,0.30390185,0.71119577,0.00063742,NaN,45,2
-25,10000000,822.65625,32,True,532570,0.53631285,0.00579173,31991,0.12715917,False,0.57720295,0.90278465,0.00080943,NaN,45,0
-25,10000000,608.78906,32,True,532570,0.53631285,0.00579173,31991,0.12715917,False,0.57720295,0.90278465,0.00080943,NaN,45,1
-25,10000000,694.53125,32,True,532570,0.53631285,0.00579173,31991,0.12715917,False,0.57720295,0.90278465,0.00080943,NaN,45,2
-26,10000000,4350.3906,16,True,961010,0.62988177,0.00309472,15496,0.13597147,False,0.84401892,0.45552765,1.177e-05,NaN,45,0
-26,10000000,2407.2266,16,True,961010,0.62988177,0.00309472,15496,0.13597147,False,0.84401892,0.45552765,1.177e-05,NaN,45,1
-26,10000000,3603.3203,16,True,961010,0.62988177,0.00309472,15496,0.13597147,False,0.84401892,0.45552765,1.177e-05,NaN,45,2
-27,10000000,3105.8594,16,False,90767,0.76534557,6.56e-06,15883,0.10994409,True,NaN,NaN,NaN,1923.0,45,0
-27,10000000,2689.6484,16,False,90767,0.76534557,6.56e-06,15883,0.10994409,True,NaN,NaN,NaN,1923.0,45,1
-27,10000000,2755.0781,16,False,90767,0.76534557,6.56e-06,15883,0.10994409,True,NaN,NaN,NaN,1923.0,45,2
-28,10000000,150.0,32,False,728365,0.67152924,2.027e-05,3514,0.09799926,True,NaN,NaN,NaN,1179.0,45,0
-28,10000000,150.0,32,False,728365,0.67152924,2.027e-05,3514,0.09799926,True,NaN,NaN,NaN,1179.0,45,1
-28,10000000,125.0,32,False,728365,0.67152924,2.027e-05,3514,0.09799926,True,NaN,NaN,NaN,1179.0,45,2
-29,10000000,288.28125,32,True,377967,0.53621336,7.173e-05,27947,0.02713309,False,0.39488728,0.0144529,0.00069043,NaN,45,0
-29,10000000,1699.2188,32,True,377967,0.53621336,7.173e-05,27947,0.02713309,False,0.39488728,0.0144529,0.00069043,NaN,45,1
-29,10000000,1432.6172,32,True,377967,0.53621336,7.173e-05,27947,0.02713309,False,0.39488728,0.0144529,0.00069043,NaN,45,2
+19,10000000,125.0,16,False,486987,0.6988832,6.87e-05,26627,0.17082156,True,,,,592.0,45,0
+19,10000000,125.0,16,False,486987,0.6988832,6.87e-05,26627,0.17082156,True,,,,592.0,45,1
+19,10000000,0.0,16,False,486987,0.6988832,6.87e-05,26627,0.17082156,True,,,,592.0,45,2
+20,10000000,0.0,32,True,704751,0.75045395,0.00473661,20133,0.15286141,False,0.43603291,0.20553747,2.4e-06,,45,0
+20,10000000,18.945312,32,True,704751,0.75045395,0.00473661,20133,0.15286141,False,0.43603291,0.20553747,2.4e-06,,45,1
+20,10000000,0.0,32,True,704751,0.75045395,0.00473661,20133,0.15286141,False,0.43603291,0.20553747,2.4e-06,,45,2
+21,10000000,0.0,64,True,756848,0.82006794,0.00036961,24304,0.16668876,False,0.55898618,0.40855784,1.7e-07,,45,0
+21,10000000,150.0,64,True,756848,0.82006794,0.00036961,24304,0.16668876,False,0.55898618,0.40855784,1.7e-07,,45,1
+21,10000000,150.0,64,True,756848,0.82006794,0.00036961,24304,0.16668876,False,0.55898618,0.40855784,1.7e-07,,45,2
+22,10000000,812.5,64,False,211536,0.5735152,0.03186029,23787,0.13127414,True,,,,1640.0,45,0
+22,10000000,956.4453,64,False,211536,0.5735152,0.03186029,23787,0.13127414,True,,,,1640.0,45,1
+22,10000000,1120.8984,64,False,211536,0.5735152,0.03186029,23787,0.13127414,True,,,,1640.0,45,2
+23,10000000,4246.289,16,True,998720,0.93564497,1.266e-05,13942,0.11115343,False,0.83211685,0.06332554,2.43e-06,,45,0
+23,10000000,4426.5625,16,True,998720,0.93564497,1.266e-05,13942,0.11115343,False,0.83211685,0.06332554,2.43e-06,,45,1
+23,10000000,4568.75,16,True,998720,0.93564497,1.266e-05,13942,0.11115343,False,0.83211685,0.06332554,2.43e-06,,45,2
+24,10000000,657.8125,64,True,880565,0.7617753,0.00044985,1864,0.08560807,False,0.30390185,0.71119577,0.00063742,,45,0
+24,10000000,3126.3672,64,True,880565,0.7617753,0.00044985,1864,0.08560807,False,0.30390185,0.71119577,0.00063742,,45,1
+24,10000000,4154.883,64,True,880565,0.7617753,0.00044985,1864,0.08560807,False,0.30390185,0.71119577,0.00063742,,45,2
+25,10000000,822.65625,32,True,532570,0.53631285,0.00579173,31991,0.12715917,False,0.57720295,0.90278465,0.00080943,,45,0
+25,10000000,608.78906,32,True,532570,0.53631285,0.00579173,31991,0.12715917,False,0.57720295,0.90278465,0.00080943,,45,1
+25,10000000,694.53125,32,True,532570,0.53631285,0.00579173,31991,0.12715917,False,0.57720295,0.90278465,0.00080943,,45,2
+26,10000000,4350.3906,16,True,961010,0.62988177,0.00309472,15496,0.13597147,False,0.84401892,0.45552765,1.177e-05,,45,0
+26,10000000,2407.2266,16,True,961010,0.62988177,0.00309472,15496,0.13597147,False,0.84401892,0.45552765,1.177e-05,,45,1
+26,10000000,3603.3203,16,True,961010,0.62988177,0.00309472,15496,0.13597147,False,0.84401892,0.45552765,1.177e-05,,45,2
+27,10000000,3105.8594,16,False,90767,0.76534557,6.56e-06,15883,0.10994409,True,,,,1923.0,45,0
+27,10000000,2689.6484,16,False,90767,0.76534557,6.56e-06,15883,0.10994409,True,,,,1923.0,45,1
+27,10000000,2755.0781,16,False,90767,0.76534557,6.56e-06,15883,0.10994409,True,,,,1923.0,45,2
+28,10000000,150.0,32,False,728365,0.67152924,2.027e-05,3514,0.09799926,True,,,,1179.0,45,0
+28,10000000,150.0,32,False,728365,0.67152924,2.027e-05,3514,0.09799926,True,,,,1179.0,45,1
+28,10000000,125.0,32,False,728365,0.67152924,2.027e-05,3514,0.09799926,True,,,,1179.0,45,2
+29,10000000,288.28125,32,True,377967,0.53621336,7.173e-05,27947,0.02713309,False,0.39488728,0.0144529,0.00069043,,45,0
+29,10000000,1699.2188,32,True,377967,0.53621336,7.173e-05,27947,0.02713309,False,0.39488728,0.0144529,0.00069043,,45,1
+29,10000000,1432.6172,32,True,377967,0.53621336,7.173e-05,27947,0.02713309,False,0.39488728,0.0144529,0.00069043,,45,2
 30,10000000,0.0,16,True,825107,0.70528816,9.84e-06,25088,0.02979732,True,0.19313655,0.68344098,7.1e-07,1292.0,45,0
 30,10000000,0.0,16,True,825107,0.70528816,9.84e-06,25088,0.02979732,True,0.19313655,0.68344098,7.1e-07,1292.0,45,1
 30,10000000,0.0,16,True,825107,0.70528816,9.84e-06,25088,0.02979732,True,0.19313655,0.68344098,7.1e-07,1292.0,45,2
 31,10000000,0.0,16,True,490611,0.55751484,0.08168719,24664,0.13528732,True,0.32081606,0.72775454,7.452e-05,660.0,45,0
 31,10000000,0.0,16,True,490611,0.55751484,0.08168719,24664,0.13528732,True,0.32081606,0.72775454,7.452e-05,660.0,45,1
 31,10000000,0.0,16,True,490611,0.55751484,0.08168719,24664,0.13528732,True,0.32081606,0.72775454,7.452e-05,660.0,45,2
-0,10000000,13400.977,16,False,589718,0.60405949,7.71e-06,32658,0.09228211,True,NaN,NaN,NaN,1792.0,44,0
-0,10000000,12388.867,16,False,589718,0.60405949,7.71e-06,32658,0.09228211,True,NaN,NaN,NaN,1792.0,44,1
-0,10000000,14919.336,16,False,589718,0.60405949,7.71e-06,32658,0.09228211,True,NaN,NaN,NaN,1792.0,44,2
-1,10000000,125.0,32,False,373781,0.82853814,0.00249302,31784,0.18237157,False,NaN,NaN,NaN,NaN,44,0
-1,10000000,0.0,32,False,373781,0.82853814,0.00249302,31784,0.18237157,False,NaN,NaN,NaN,NaN,44,1
-1,10000000,150.0,32,False,373781,0.82853814,0.00249302,31784,0.18237157,False,NaN,NaN,NaN,NaN,44,2
+0,10000000,13400.977,16,False,589718,0.60405949,7.71e-06,32658,0.09228211,True,,,,1792.0,44,0
+0,10000000,12388.867,16,False,589718,0.60405949,7.71e-06,32658,0.09228211,True,,,,1792.0,44,1
+0,10000000,14919.336,16,False,589718,0.60405949,7.71e-06,32658,0.09228211,True,,,,1792.0,44,2
+1,10000000,125.0,32,False,373781,0.82853814,0.00249302,31784,0.18237157,False,,,,,44,0
+1,10000000,0.0,32,False,373781,0.82853814,0.00249302,31784,0.18237157,False,,,,,44,1
+1,10000000,150.0,32,False,373781,0.82853814,0.00249302,31784,0.18237157,False,,,,,44,2
 2,10000000,332.8125,64,True,953994,0.60430254,1.54e-06,18277,0.1357826,True,0.80272739,0.11989336,9.536e-05,286.0,44,0
 2,10000000,310.35156,64,True,953994,0.60430254,1.54e-06,18277,0.1357826,True,0.80272739,0.11989336,9.536e-05,286.0,44,1
 2,10000000,607.8125,64,True,953994,0.60430254,1.54e-06,18277,0.1357826,True,0.80272739,0.11989336,9.536e-05,286.0,44,2
-3,10000000,0.0,32,False,996307,0.99326097,0.0007336,18912,0.02704446,True,NaN,NaN,NaN,764.0,44,0
-3,10000000,150.0,32,False,996307,0.99326097,0.0007336,18912,0.02704446,True,NaN,NaN,NaN,764.0,44,1
-3,10000000,0.0,32,False,996307,0.99326097,0.0007336,18912,0.02704446,True,NaN,NaN,NaN,764.0,44,2
-4,10000000,603.5156,32,False,41086,0.98489732,0.00156647,30675,0.06718586,True,NaN,NaN,NaN,1576.0,44,0
-4,10000000,705.46875,32,False,41086,0.98489732,0.00156647,30675,0.06718586,True,NaN,NaN,NaN,1576.0,44,1
-4,10000000,926.9531,32,False,41086,0.98489732,0.00156647,30675,0.06718586,True,NaN,NaN,NaN,1576.0,44,2
-5,10000000,381.64062,64,False,244609,0.72418253,5.67e-06,13245,0.16218756,False,NaN,NaN,NaN,NaN,44,0
-5,10000000,521.4844,64,False,244609,0.72418253,5.67e-06,13245,0.16218756,False,NaN,NaN,NaN,NaN,44,1
-5,10000000,668.3594,64,False,244609,0.72418253,5.67e-06,13245,0.16218756,False,NaN,NaN,NaN,NaN,44,2
-6,10000000,0.0,64,True,905933,0.68259777,2.201e-05,2577,0.0164435,False,0.42224099,0.95876342,4.844e-05,NaN,44,0
-6,10000000,0.0,64,True,905933,0.68259777,2.201e-05,2577,0.0164435,False,0.42224099,0.95876342,4.844e-05,NaN,44,1
-6,10000000,0.0,64,True,905933,0.68259777,2.201e-05,2577,0.0164435,False,0.42224099,0.95876342,4.844e-05,NaN,44,2
-7,10000000,980.66406,32,False,517087,0.66923875,6.94e-06,7381,0.00677783,False,NaN,NaN,NaN,NaN,44,0
-7,10000000,568.3594,32,False,517087,0.66923875,6.94e-06,7381,0.00677783,False,NaN,NaN,NaN,NaN,44,1
-7,10000000,683.59375,32,False,517087,0.66923875,6.94e-06,7381,0.00677783,False,NaN,NaN,NaN,NaN,44,2
-8,10000000,767.3828,32,True,689164,0.54086339,0.00374298,29297,0.10460269,False,0.67268371,0.23836616,0.0001286,NaN,44,0
-8,10000000,734.7656,32,True,689164,0.54086339,0.00374298,29297,0.10460269,False,0.67268371,0.23836616,0.0001286,NaN,44,1
-8,10000000,586.91406,32,True,689164,0.54086339,0.00374298,29297,0.10460269,False,0.67268371,0.23836616,0.0001286,NaN,44,2
+3,10000000,0.0,32,False,996307,0.99326097,0.0007336,18912,0.02704446,True,,,,764.0,44,0
+3,10000000,150.0,32,False,996307,0.99326097,0.0007336,18912,0.02704446,True,,,,764.0,44,1
+3,10000000,0.0,32,False,996307,0.99326097,0.0007336,18912,0.02704446,True,,,,764.0,44,2
+4,10000000,603.5156,32,False,41086,0.98489732,0.00156647,30675,0.06718586,True,,,,1576.0,44,0
+4,10000000,705.46875,32,False,41086,0.98489732,0.00156647,30675,0.06718586,True,,,,1576.0,44,1
+4,10000000,926.9531,32,False,41086,0.98489732,0.00156647,30675,0.06718586,True,,,,1576.0,44,2
+5,10000000,381.64062,64,False,244609,0.72418253,5.67e-06,13245,0.16218756,False,,,,,44,0
+5,10000000,521.4844,64,False,244609,0.72418253,5.67e-06,13245,0.16218756,False,,,,,44,1
+5,10000000,668.3594,64,False,244609,0.72418253,5.67e-06,13245,0.16218756,False,,,,,44,2
+6,10000000,0.0,64,True,905933,0.68259777,2.201e-05,2577,0.0164435,False,0.42224099,0.95876342,4.844e-05,,44,0
+6,10000000,0.0,64,True,905933,0.68259777,2.201e-05,2577,0.0164435,False,0.42224099,0.95876342,4.844e-05,,44,1
+6,10000000,0.0,64,True,905933,0.68259777,2.201e-05,2577,0.0164435,False,0.42224099,0.95876342,4.844e-05,,44,2
+7,10000000,980.66406,32,False,517087,0.66923875,6.94e-06,7381,0.00677783,False,,,,,44,0
+7,10000000,568.3594,32,False,517087,0.66923875,6.94e-06,7381,0.00677783,False,,,,,44,1
+7,10000000,683.59375,32,False,517087,0.66923875,6.94e-06,7381,0.00677783,False,,,,,44,2
+8,10000000,767.3828,32,True,689164,0.54086339,0.00374298,29297,0.10460269,False,0.67268371,0.23836616,0.0001286,,44,0
+8,10000000,734.7656,32,True,689164,0.54086339,0.00374298,29297,0.10460269,False,0.67268371,0.23836616,0.0001286,,44,1
+8,10000000,586.91406,32,True,689164,0.54086339,0.00374298,29297,0.10460269,False,0.67268371,0.23836616,0.0001286,,44,2
 9,10000000,715.625,64,True,537645,0.8682593,0.00319804,10845,0.00659377,True,0.40360285,0.37012879,7.836e-05,1870.0,44,0
 9,10000000,1004.2969,64,True,537645,0.8682593,0.00319804,10845,0.00659377,True,0.40360285,0.37012879,7.836e-05,1870.0,44,1
 9,10000000,788.08594,64,True,537645,0.8682593,0.00319804,10845,0.00659377,True,0.40360285,0.37012879,7.836e-05,1870.0,44,2
-10,10000000,4387.8906,64,False,96307,0.81979662,1.797e-05,10496,0.01193474,False,NaN,NaN,NaN,NaN,44,0
-10,10000000,4260.3516,64,False,96307,0.81979662,1.797e-05,10496,0.01193474,False,NaN,NaN,NaN,NaN,44,1
-10,10000000,4225.586,64,False,96307,0.81979662,1.797e-05,10496,0.01193474,False,NaN,NaN,NaN,NaN,44,2
-11,10000000,4074.2188,32,False,283653,0.86240061,0.03779499,31630,0.11523619,True,NaN,NaN,NaN,1867.0,44,0
-11,10000000,14328.516,32,False,283653,0.86240061,0.03779499,31630,0.11523619,True,NaN,NaN,NaN,1867.0,44,1
-11,10000000,4625.3906,32,False,283653,0.86240061,0.03779499,31630,0.11523619,True,NaN,NaN,NaN,1867.0,44,2
-12,10000000,9613.086,64,False,433521,0.8482017,3.535e-05,5877,0.17358523,True,NaN,NaN,NaN,153.0,44,0
-12,10000000,7685.9375,64,False,433521,0.8482017,3.535e-05,5877,0.17358523,True,NaN,NaN,NaN,153.0,44,1
-12,10000000,249.80469,64,False,433521,0.8482017,3.535e-05,5877,0.17358523,True,NaN,NaN,NaN,153.0,44,2
-13,10000000,125.0,32,False,478425,0.75842209,9.46e-06,27435,0.19079576,True,NaN,NaN,NaN,1262.0,44,0
-13,10000000,972.0703,32,False,478425,0.75842209,9.46e-06,27435,0.19079576,True,NaN,NaN,NaN,1262.0,44,1
-13,10000000,0.0,32,False,478425,0.75842209,9.46e-06,27435,0.19079576,True,NaN,NaN,NaN,1262.0,44,2
-14,10000000,4166.4062,32,False,441090,0.72533733,6.42e-06,2150,0.05900273,True,NaN,NaN,NaN,256.0,44,0
-14,10000000,4173.4375,32,False,441090,0.72533733,6.42e-06,2150,0.05900273,True,NaN,NaN,NaN,256.0,44,1
-14,10000000,4968.75,32,False,441090,0.72533733,6.42e-06,2150,0.05900273,True,NaN,NaN,NaN,256.0,44,2
-15,10000000,881.6406,64,True,598870,0.68280764,0.07641403,22427,0.05413298,False,0.5483089,0.02878665,7.989e-05,NaN,44,0
-15,10000000,1111.7188,64,True,598870,0.68280764,0.07641403,22427,0.05413298,False,0.5483089,0.02878665,7.989e-05,NaN,44,1
-15,10000000,642.77344,64,True,598870,0.68280764,0.07641403,22427,0.05413298,False,0.5483089,0.02878665,7.989e-05,NaN,44,2
-16,10000000,62.109375,16,False,313123,0.80690893,0.00346318,15561,0.19232679,True,NaN,NaN,NaN,47.0,44,0
-16,10000000,125.0,16,False,313123,0.80690893,0.00346318,15561,0.19232679,True,NaN,NaN,NaN,47.0,44,1
-16,10000000,32.421875,16,False,313123,0.80690893,0.00346318,15561,0.19232679,True,NaN,NaN,NaN,47.0,44,2
-17,10000000,150.0,32,False,519866,0.92492878,4.072e-05,12819,0.02197567,False,NaN,NaN,NaN,NaN,44,0
-17,10000000,387.5,32,False,519866,0.92492878,4.072e-05,12819,0.02197567,False,NaN,NaN,NaN,NaN,44,1
-17,10000000,0.0,32,False,519866,0.92492878,4.072e-05,12819,0.02197567,False,NaN,NaN,NaN,NaN,44,2
+10,10000000,4387.8906,64,False,96307,0.81979662,1.797e-05,10496,0.01193474,False,,,,,44,0
+10,10000000,4260.3516,64,False,96307,0.81979662,1.797e-05,10496,0.01193474,False,,,,,44,1
+10,10000000,4225.586,64,False,96307,0.81979662,1.797e-05,10496,0.01193474,False,,,,,44,2
+11,10000000,4074.2188,32,False,283653,0.86240061,0.03779499,31630,0.11523619,True,,,,1867.0,44,0
+11,10000000,14328.516,32,False,283653,0.86240061,0.03779499,31630,0.11523619,True,,,,1867.0,44,1
+11,10000000,4625.3906,32,False,283653,0.86240061,0.03779499,31630,0.11523619,True,,,,1867.0,44,2
+12,10000000,9613.086,64,False,433521,0.8482017,3.535e-05,5877,0.17358523,True,,,,153.0,44,0
+12,10000000,7685.9375,64,False,433521,0.8482017,3.535e-05,5877,0.17358523,True,,,,153.0,44,1
+12,10000000,249.80469,64,False,433521,0.8482017,3.535e-05,5877,0.17358523,True,,,,153.0,44,2
+13,10000000,125.0,32,False,478425,0.75842209,9.46e-06,27435,0.19079576,True,,,,1262.0,44,0
+13,10000000,972.0703,32,False,478425,0.75842209,9.46e-06,27435,0.19079576,True,,,,1262.0,44,1
+13,10000000,0.0,32,False,478425,0.75842209,9.46e-06,27435,0.19079576,True,,,,1262.0,44,2
+14,10000000,4166.4062,32,False,441090,0.72533733,6.42e-06,2150,0.05900273,True,,,,256.0,44,0
+14,10000000,4173.4375,32,False,441090,0.72533733,6.42e-06,2150,0.05900273,True,,,,256.0,44,1
+14,10000000,4968.75,32,False,441090,0.72533733,6.42e-06,2150,0.05900273,True,,,,256.0,44,2
+15,10000000,881.6406,64,True,598870,0.68280764,0.07641403,22427,0.05413298,False,0.5483089,0.02878665,7.989e-05,,44,0
+15,10000000,1111.7188,64,True,598870,0.68280764,0.07641403,22427,0.05413298,False,0.5483089,0.02878665,7.989e-05,,44,1
+15,10000000,642.77344,64,True,598870,0.68280764,0.07641403,22427,0.05413298,False,0.5483089,0.02878665,7.989e-05,,44,2
+16,10000000,62.109375,16,False,313123,0.80690893,0.00346318,15561,0.19232679,True,,,,47.0,44,0
+16,10000000,125.0,16,False,313123,0.80690893,0.00346318,15561,0.19232679,True,,,,47.0,44,1
+16,10000000,32.421875,16,False,313123,0.80690893,0.00346318,15561,0.19232679,True,,,,47.0,44,2
+17,10000000,150.0,32,False,519866,0.92492878,4.072e-05,12819,0.02197567,False,,,,,44,0
+17,10000000,387.5,32,False,519866,0.92492878,4.072e-05,12819,0.02197567,False,,,,,44,1
+17,10000000,0.0,32,False,519866,0.92492878,4.072e-05,12819,0.02197567,False,,,,,44,2
 18,10000000,0.0,64,True,115229,0.60494726,0.00012996,14588,0.12162383,True,0.86229748,0.50834524,4.312e-05,1507.0,44,0
 18,10000000,0.0,64,True,115229,0.60494726,0.00012996,14588,0.12162383,True,0.86229748,0.50834524,4.312e-05,1507.0,44,1
 18,10000000,125.0,64,True,115229,0.60494726,0.00012996,14588,0.12162383,True,0.86229748,0.50834524,4.312e-05,1507.0,44,2
-19,10000000,2374.2188,64,False,222963,0.80905051,0.03469657,18830,0.00876797,True,NaN,NaN,NaN,1795.0,44,0
-19,10000000,805.46875,64,False,222963,0.80905051,0.03469657,18830,0.00876797,True,NaN,NaN,NaN,1795.0,44,1
-19,10000000,579.10156,64,False,222963,0.80905051,0.03469657,18830,0.00876797,True,NaN,NaN,NaN,1795.0,44,2
+19,10000000,2374.2188,64,False,222963,0.80905051,0.03469657,18830,0.00876797,True,,,,1795.0,44,0
+19,10000000,805.46875,64,False,222963,0.80905051,0.03469657,18830,0.00876797,True,,,,1795.0,44,1
+19,10000000,579.10156,64,False,222963,0.80905051,0.03469657,18830,0.00876797,True,,,,1795.0,44,2
 20,10000000,8698.242,32,True,365369,0.80144093,0.00013133,30855,0.11925091,True,0.86674628,0.14042078,4.431e-05,1510.0,44,0
 20,10000000,6017.578,32,True,365369,0.80144093,0.00013133,30855,0.11925091,True,0.86674628,0.14042078,4.431e-05,1510.0,44,1
 20,10000000,8184.375,32,True,365369,0.80144093,0.00013133,30855,0.11925091,True,0.86674628,0.14042078,4.431e-05,1510.0,44,2
-21,10000000,0.0,32,True,988112,0.99655393,0.00070161,31154,0.07583851,False,0.20648897,0.36309968,5.5e-07,NaN,44,0
-21,10000000,0.0,32,True,988112,0.99655393,0.00070161,31154,0.07583851,False,0.20648897,0.36309968,5.5e-07,NaN,44,1
-21,10000000,61.914062,32,True,988112,0.99655393,0.00070161,31154,0.07583851,False,0.20648897,0.36309968,5.5e-07,NaN,44,2
-22,10000000,5321.289,16,True,776702,0.96007593,6.92e-06,27043,0.02226595,False,0.01421499,0.97037268,0.00012732,NaN,44,0
-22,10000000,4277.3438,16,True,776702,0.96007593,6.92e-06,27043,0.02226595,False,0.01421499,0.97037268,0.00012732,NaN,44,1
-22,10000000,4325.3906,16,True,776702,0.96007593,6.92e-06,27043,0.02226595,False,0.01421499,0.97037268,0.00012732,NaN,44,2
-23,10000000,125.0,32,False,811258,0.80786877,0.00865559,19484,0.15374119,False,NaN,NaN,NaN,NaN,44,0
-23,10000000,100.0,32,False,811258,0.80786877,0.00865559,19484,0.15374119,False,NaN,NaN,NaN,NaN,44,1
-23,10000000,0.0,32,False,811258,0.80786877,0.00865559,19484,0.15374119,False,NaN,NaN,NaN,NaN,44,2
+21,10000000,0.0,32,True,988112,0.99655393,0.00070161,31154,0.07583851,False,0.20648897,0.36309968,5.5e-07,,44,0
+21,10000000,0.0,32,True,988112,0.99655393,0.00070161,31154,0.07583851,False,0.20648897,0.36309968,5.5e-07,,44,1
+21,10000000,61.914062,32,True,988112,0.99655393,0.00070161,31154,0.07583851,False,0.20648897,0.36309968,5.5e-07,,44,2
+22,10000000,5321.289,16,True,776702,0.96007593,6.92e-06,27043,0.02226595,False,0.01421499,0.97037268,0.00012732,,44,0
+22,10000000,4277.3438,16,True,776702,0.96007593,6.92e-06,27043,0.02226595,False,0.01421499,0.97037268,0.00012732,,44,1
+22,10000000,4325.3906,16,True,776702,0.96007593,6.92e-06,27043,0.02226595,False,0.01421499,0.97037268,0.00012732,,44,2
+23,10000000,125.0,32,False,811258,0.80786877,0.00865559,19484,0.15374119,False,,,,,44,0
+23,10000000,100.0,32,False,811258,0.80786877,0.00865559,19484,0.15374119,False,,,,,44,1
+23,10000000,0.0,32,False,811258,0.80786877,0.00865559,19484,0.15374119,False,,,,,44,2
 24,10000000,0.0,16,True,317501,0.87447229,7.187e-05,18422,0.01035184,True,0.15541522,0.46457677,3.784e-05,1422.0,44,0
 24,10000000,0.0,16,True,317501,0.87447229,7.187e-05,18422,0.01035184,True,0.15541522,0.46457677,3.784e-05,1422.0,44,1
 24,10000000,0.0,16,True,317501,0.87447229,7.187e-05,18422,0.01035184,True,0.15541522,0.46457677,3.784e-05,1422.0,44,2
-25,10000000,0.0,16,False,940884,0.52845414,9.68e-06,24699,0.00161772,False,NaN,NaN,NaN,NaN,44,0
-25,10000000,67.77344,16,False,940884,0.52845414,9.68e-06,24699,0.00161772,False,NaN,NaN,NaN,NaN,44,1
-25,10000000,0.0,16,False,940884,0.52845414,9.68e-06,24699,0.00161772,False,NaN,NaN,NaN,NaN,44,2
-26,10000000,714.0625,32,False,172748,0.61692492,1.187e-05,1159,0.19423092,True,NaN,NaN,NaN,1261.0,44,0
-26,10000000,460.54688,32,False,172748,0.61692492,1.187e-05,1159,0.19423092,True,NaN,NaN,NaN,1261.0,44,1
-26,10000000,594.9219,32,False,172748,0.61692492,1.187e-05,1159,0.19423092,True,NaN,NaN,NaN,1261.0,44,2
-27,10000000,349.21875,16,False,266431,0.78731636,2.558e-05,11924,0.09110375,True,NaN,NaN,NaN,669.0,44,0
-27,10000000,307.22656,16,False,266431,0.78731636,2.558e-05,11924,0.09110375,True,NaN,NaN,NaN,669.0,44,1
-27,10000000,2450.0,16,False,266431,0.78731636,2.558e-05,11924,0.09110375,True,NaN,NaN,NaN,669.0,44,2
-28,10000000,9653.125,32,False,95875,0.64273057,0.00063539,1610,0.01127186,False,NaN,NaN,NaN,NaN,44,0
-28,10000000,2266.0156,32,False,95875,0.64273057,0.00063539,1610,0.01127186,False,NaN,NaN,NaN,NaN,44,1
-28,10000000,13756.836,32,False,95875,0.64273057,0.00063539,1610,0.01127186,False,NaN,NaN,NaN,NaN,44,2
-29,10000000,4598.828,16,False,695888,0.57236257,0.02613718,9235,0.08743452,False,NaN,NaN,NaN,NaN,44,0
-29,10000000,4723.633,16,False,695888,0.57236257,0.02613718,9235,0.08743452,False,NaN,NaN,NaN,NaN,44,1
-29,10000000,4216.4062,16,False,695888,0.57236257,0.02613718,9235,0.08743452,False,NaN,NaN,NaN,NaN,44,2
-30,10000000,0.0,32,False,618432,0.79282833,0.01354785,20284,0.06091387,True,NaN,NaN,NaN,1315.0,44,0
-30,10000000,0.0,32,False,618432,0.79282833,0.01354785,20284,0.06091387,True,NaN,NaN,NaN,1315.0,44,1
-30,10000000,0.0,32,False,618432,0.79282833,0.01354785,20284,0.06091387,True,NaN,NaN,NaN,1315.0,44,2
+25,10000000,0.0,16,False,940884,0.52845414,9.68e-06,24699,0.00161772,False,,,,,44,0
+25,10000000,67.77344,16,False,940884,0.52845414,9.68e-06,24699,0.00161772,False,,,,,44,1
+25,10000000,0.0,16,False,940884,0.52845414,9.68e-06,24699,0.00161772,False,,,,,44,2
+26,10000000,714.0625,32,False,172748,0.61692492,1.187e-05,1159,0.19423092,True,,,,1261.0,44,0
+26,10000000,460.54688,32,False,172748,0.61692492,1.187e-05,1159,0.19423092,True,,,,1261.0,44,1
+26,10000000,594.9219,32,False,172748,0.61692492,1.187e-05,1159,0.19423092,True,,,,1261.0,44,2
+27,10000000,349.21875,16,False,266431,0.78731636,2.558e-05,11924,0.09110375,True,,,,669.0,44,0
+27,10000000,307.22656,16,False,266431,0.78731636,2.558e-05,11924,0.09110375,True,,,,669.0,44,1
+27,10000000,2450.0,16,False,266431,0.78731636,2.558e-05,11924,0.09110375,True,,,,669.0,44,2
+28,10000000,9653.125,32,False,95875,0.64273057,0.00063539,1610,0.01127186,False,,,,,44,0
+28,10000000,2266.0156,32,False,95875,0.64273057,0.00063539,1610,0.01127186,False,,,,,44,1
+28,10000000,13756.836,32,False,95875,0.64273057,0.00063539,1610,0.01127186,False,,,,,44,2
+29,10000000,4598.828,16,False,695888,0.57236257,0.02613718,9235,0.08743452,False,,,,,44,0
+29,10000000,4723.633,16,False,695888,0.57236257,0.02613718,9235,0.08743452,False,,,,,44,1
+29,10000000,4216.4062,16,False,695888,0.57236257,0.02613718,9235,0.08743452,False,,,,,44,2
+30,10000000,0.0,32,False,618432,0.79282833,0.01354785,20284,0.06091387,True,,,,1315.0,44,0
+30,10000000,0.0,32,False,618432,0.79282833,0.01354785,20284,0.06091387,True,,,,1315.0,44,1
+30,10000000,0.0,32,False,618432,0.79282833,0.01354785,20284,0.06091387,True,,,,1315.0,44,2
 31,10000000,308.20312,16,True,901205,0.73032232,0.01657343,19857,0.11368382,True,0.07341311,0.39255862,8.36e-06,72.0,44,0
 31,10000000,150.0,16,True,901205,0.73032232,0.01657343,19857,0.11368382,True,0.07341311,0.39255862,8.36e-06,72.0,44,1
 31,10000000,125.0,16,True,901205,0.73032232,0.01657343,19857,0.11368382,True,0.07341311,0.39255862,8.36e-06,72.0,44,2
 0,10000000,2397.0703,16,True,148418,0.51450691,1.92e-06,11951,0.12449376,True,0.30502347,0.64000994,2.6e-07,1916.0,43,0
 0,10000000,4316.211,16,True,148418,0.51450691,1.92e-06,11951,0.12449376,True,0.30502347,0.64000994,2.6e-07,1916.0,43,1
 0,10000000,928.71094,16,True,148418,0.51450691,1.92e-06,11951,0.12449376,True,0.30502347,0.64000994,2.6e-07,1916.0,43,2
-1,10000000,533.59375,32,False,429269,0.863494,0.00050139,12804,0.13971023,False,NaN,NaN,NaN,NaN,43,0
-1,10000000,904.4922,32,False,429269,0.863494,0.00050139,12804,0.13971023,False,NaN,NaN,NaN,NaN,43,1
-1,10000000,704.8828,32,False,429269,0.863494,0.00050139,12804,0.13971023,False,NaN,NaN,NaN,NaN,43,2
-2,10000000,3368.5547,32,False,703127,0.55167626,0.00378003,13052,0.12356617,False,NaN,NaN,NaN,NaN,43,0
-2,10000000,8824.219,32,False,703127,0.55167626,0.00378003,13052,0.12356617,False,NaN,NaN,NaN,NaN,43,1
-2,10000000,5384.5703,32,False,703127,0.55167626,0.00378003,13052,0.12356617,False,NaN,NaN,NaN,NaN,43,2
-3,10000000,0.0,64,True,594904,0.51288642,0.0643116,7254,0.03266836,False,0.29556404,0.03487309,1.24e-06,NaN,43,0
-3,10000000,125.0,64,True,594904,0.51288642,0.0643116,7254,0.03266836,False,0.29556404,0.03487309,1.24e-06,NaN,43,1
-3,10000000,0.0,64,True,594904,0.51288642,0.0643116,7254,0.03266836,False,0.29556404,0.03487309,1.24e-06,NaN,43,2
-4,10000000,526.9531,64,True,986125,0.52123872,0.00054487,25405,0.11223161,False,0.04849239,0.71561607,2.642e-05,NaN,43,0
-4,10000000,344.92188,64,True,986125,0.52123872,0.00054487,25405,0.11223161,False,0.04849239,0.71561607,2.642e-05,NaN,43,1
-4,10000000,324.8047,64,True,986125,0.52123872,0.00054487,25405,0.11223161,False,0.04849239,0.71561607,2.642e-05,NaN,43,2
+1,10000000,533.59375,32,False,429269,0.863494,0.00050139,12804,0.13971023,False,,,,,43,0
+1,10000000,904.4922,32,False,429269,0.863494,0.00050139,12804,0.13971023,False,,,,,43,1
+1,10000000,704.8828,32,False,429269,0.863494,0.00050139,12804,0.13971023,False,,,,,43,2
+2,10000000,3368.5547,32,False,703127,0.55167626,0.00378003,13052,0.12356617,False,,,,,43,0
+2,10000000,8824.219,32,False,703127,0.55167626,0.00378003,13052,0.12356617,False,,,,,43,1
+2,10000000,5384.5703,32,False,703127,0.55167626,0.00378003,13052,0.12356617,False,,,,,43,2
+3,10000000,0.0,64,True,594904,0.51288642,0.0643116,7254,0.03266836,False,0.29556404,0.03487309,1.24e-06,,43,0
+3,10000000,125.0,64,True,594904,0.51288642,0.0643116,7254,0.03266836,False,0.29556404,0.03487309,1.24e-06,,43,1
+3,10000000,0.0,64,True,594904,0.51288642,0.0643116,7254,0.03266836,False,0.29556404,0.03487309,1.24e-06,,43,2
+4,10000000,526.9531,64,True,986125,0.52123872,0.00054487,25405,0.11223161,False,0.04849239,0.71561607,2.642e-05,,43,0
+4,10000000,344.92188,64,True,986125,0.52123872,0.00054487,25405,0.11223161,False,0.04849239,0.71561607,2.642e-05,,43,1
+4,10000000,324.8047,64,True,986125,0.52123872,0.00054487,25405,0.11223161,False,0.04849239,0.71561607,2.642e-05,,43,2
 5,10000000,125.0,32,True,909958,0.90860779,0.01269545,24109,0.14323636,True,0.65142926,0.49566474,4.99e-06,1661.0,43,0
 5,10000000,2637.3047,32,True,909958,0.90860779,0.01269545,24109,0.14323636,True,0.65142926,0.49566474,4.99e-06,1661.0,43,1
 5,10000000,125.0,32,True,909958,0.90860779,0.01269545,24109,0.14323636,True,0.65142926,0.49566474,4.99e-06,1661.0,43,2
 6,10000000,0.0,32,True,521987,0.8028128,0.02629745,19795,0.02227117,True,0.87938607,0.33230572,8.9e-07,174.0,43,0
 6,10000000,0.0,32,True,521987,0.8028128,0.02629745,19795,0.02227117,True,0.87938607,0.33230572,8.9e-07,174.0,43,1
 6,10000000,0.0,32,True,521987,0.8028128,0.02629745,19795,0.02227117,True,0.87938607,0.33230572,8.9e-07,174.0,43,2
-7,10000000,405.07812,32,False,9806,0.87741256,0.01128676,21869,0.05304896,False,NaN,NaN,NaN,NaN,43,0
-7,10000000,565.8203,32,False,9806,0.87741256,0.01128676,21869,0.05304896,False,NaN,NaN,NaN,NaN,43,1
-7,10000000,614.0625,32,False,9806,0.87741256,0.01128676,21869,0.05304896,False,NaN,NaN,NaN,NaN,43,2
+7,10000000,405.07812,32,False,9806,0.87741256,0.01128676,21869,0.05304896,False,,,,,43,0
+7,10000000,565.8203,32,False,9806,0.87741256,0.01128676,21869,0.05304896,False,,,,,43,1
+7,10000000,614.0625,32,False,9806,0.87741256,0.01128676,21869,0.05304896,False,,,,,43,2
 8,10000000,1089.4531,32,True,29675,0.53125466,0.06410809,24200,0.16508688,True,0.59551776,0.04225788,0.00049898,1262.0,43,0
 8,10000000,2484.7656,32,True,29675,0.53125466,0.06410809,24200,0.16508688,True,0.59551776,0.04225788,0.00049898,1262.0,43,1
 8,10000000,700.3906,32,True,29675,0.53125466,0.06410809,24200,0.16508688,True,0.59551776,0.04225788,0.00049898,1262.0,43,2
-9,10000000,0.0,32,False,522427,0.69483074,0.02143603,1353,0.13615251,True,NaN,NaN,NaN,1103.0,43,0
-9,10000000,0.0,32,False,522427,0.69483074,0.02143603,1353,0.13615251,True,NaN,NaN,NaN,1103.0,43,1
-9,10000000,125.0,32,False,522427,0.69483074,0.02143603,1353,0.13615251,True,NaN,NaN,NaN,1103.0,43,2
-10,10000000,534.375,16,False,835572,0.84696132,0.00532658,25794,0.12273959,True,NaN,NaN,NaN,1044.0,43,0
-10,10000000,762.8906,16,False,835572,0.84696132,0.00532658,25794,0.12273959,True,NaN,NaN,NaN,1044.0,43,1
-10,10000000,611.71875,16,False,835572,0.84696132,0.00532658,25794,0.12273959,True,NaN,NaN,NaN,1044.0,43,2
+9,10000000,0.0,32,False,522427,0.69483074,0.02143603,1353,0.13615251,True,,,,1103.0,43,0
+9,10000000,0.0,32,False,522427,0.69483074,0.02143603,1353,0.13615251,True,,,,1103.0,43,1
+9,10000000,125.0,32,False,522427,0.69483074,0.02143603,1353,0.13615251,True,,,,1103.0,43,2
+10,10000000,534.375,16,False,835572,0.84696132,0.00532658,25794,0.12273959,True,,,,1044.0,43,0
+10,10000000,762.8906,16,False,835572,0.84696132,0.00532658,25794,0.12273959,True,,,,1044.0,43,1
+10,10000000,611.71875,16,False,835572,0.84696132,0.00532658,25794,0.12273959,True,,,,1044.0,43,2
 11,10000000,4361.7188,16,True,886405,0.52217686,0.00106021,3534,0.00214077,True,0.13110547,0.37082164,1.02e-06,1321.0,43,0
 11,10000000,4554.883,16,True,886405,0.52217686,0.00106021,3534,0.00214077,True,0.13110547,0.37082164,1.02e-06,1321.0,43,1
 11,10000000,4816.0156,16,True,886405,0.52217686,0.00106021,3534,0.00214077,True,0.13110547,0.37082164,1.02e-06,1321.0,43,2
-12,10000000,3518.9453,16,False,40974,0.71669072,8.39e-06,29508,0.19165032,False,NaN,NaN,NaN,NaN,43,0
-12,10000000,1615.625,16,False,40974,0.71669072,8.39e-06,29508,0.19165032,False,NaN,NaN,NaN,NaN,43,1
-12,10000000,789.4531,16,False,40974,0.71669072,8.39e-06,29508,0.19165032,False,NaN,NaN,NaN,NaN,43,2
-13,10000000,125.0,32,True,603869,0.76430956,5.15e-06,26665,0.06547298,False,0.54641455,0.62943327,1.285e-05,NaN,43,0
-13,10000000,425.0,32,True,603869,0.76430956,5.15e-06,26665,0.06547298,False,0.54641455,0.62943327,1.285e-05,NaN,43,1
-13,10000000,0.0,32,True,603869,0.76430956,5.15e-06,26665,0.06547298,False,0.54641455,0.62943327,1.285e-05,NaN,43,2
-14,10000000,0.0,32,False,86524,0.54829672,4.56e-06,24278,0.01546573,False,NaN,NaN,NaN,NaN,43,0
-14,10000000,150.0,32,False,86524,0.54829672,4.56e-06,24278,0.01546573,False,NaN,NaN,NaN,NaN,43,1
-14,10000000,150.0,32,False,86524,0.54829672,4.56e-06,24278,0.01546573,False,NaN,NaN,NaN,NaN,43,2
+12,10000000,3518.9453,16,False,40974,0.71669072,8.39e-06,29508,0.19165032,False,,,,,43,0
+12,10000000,1615.625,16,False,40974,0.71669072,8.39e-06,29508,0.19165032,False,,,,,43,1
+12,10000000,789.4531,16,False,40974,0.71669072,8.39e-06,29508,0.19165032,False,,,,,43,2
+13,10000000,125.0,32,True,603869,0.76430956,5.15e-06,26665,0.06547298,False,0.54641455,0.62943327,1.285e-05,,43,0
+13,10000000,425.0,32,True,603869,0.76430956,5.15e-06,26665,0.06547298,False,0.54641455,0.62943327,1.285e-05,,43,1
+13,10000000,0.0,32,True,603869,0.76430956,5.15e-06,26665,0.06547298,False,0.54641455,0.62943327,1.285e-05,,43,2
+14,10000000,0.0,32,False,86524,0.54829672,4.56e-06,24278,0.01546573,False,,,,,43,0
+14,10000000,150.0,32,False,86524,0.54829672,4.56e-06,24278,0.01546573,False,,,,,43,1
+14,10000000,150.0,32,False,86524,0.54829672,4.56e-06,24278,0.01546573,False,,,,,43,2
 15,10000000,4425.1953,32,True,75619,0.68560804,0.00688548,18790,0.05873449,True,0.20716478,0.35476643,3.6e-07,1746.0,43,0
 15,10000000,4541.992,32,True,75619,0.68560804,0.00688548,18790,0.05873449,True,0.20716478,0.35476643,3.6e-07,1746.0,43,1
 15,10000000,4779.1016,32,True,75619,0.68560804,0.00688548,18790,0.05873449,True,0.20716478,0.35476643,3.6e-07,1746.0,43,2
-16,10000000,0.0,32,True,263118,0.90042067,4.06e-06,15192,0.09810727,False,0.62576684,0.6031775,1.1e-07,NaN,43,0
-16,10000000,0.0,32,True,263118,0.90042067,4.06e-06,15192,0.09810727,False,0.62576684,0.6031775,1.1e-07,NaN,43,1
-16,10000000,0.0,32,True,263118,0.90042067,4.06e-06,15192,0.09810727,False,0.62576684,0.6031775,1.1e-07,NaN,43,2
-17,10000000,421.09375,64,False,272678,0.96060094,2.53e-06,6312,0.18186798,True,NaN,NaN,NaN,400.0,43,0
-17,10000000,640.2344,64,False,272678,0.96060094,2.53e-06,6312,0.18186798,True,NaN,NaN,NaN,400.0,43,1
-17,10000000,122.65625,64,False,272678,0.96060094,2.53e-06,6312,0.18186798,True,NaN,NaN,NaN,400.0,43,2
-18,10000000,1555.8594,32,False,371444,0.65978105,0.0022267,8500,0.00407235,False,NaN,NaN,NaN,NaN,43,0
-18,10000000,4103.3203,32,False,371444,0.65978105,0.0022267,8500,0.00407235,False,NaN,NaN,NaN,NaN,43,1
-18,10000000,2068.75,32,False,371444,0.65978105,0.0022267,8500,0.00407235,False,NaN,NaN,NaN,NaN,43,2
-19,10000000,150.0,16,False,353863,0.73097038,1.77e-06,13126,0.14856988,False,NaN,NaN,NaN,NaN,43,0
-19,10000000,150.0,16,False,353863,0.73097038,1.77e-06,13126,0.14856988,False,NaN,NaN,NaN,NaN,43,1
-19,10000000,125.0,16,False,353863,0.73097038,1.77e-06,13126,0.14856988,False,NaN,NaN,NaN,NaN,43,2
-20,10000000,639.2578,64,True,309592,0.66128216,0.00243535,27038,0.03243551,False,0.83828921,0.426142,4.33e-06,NaN,43,0
-20,10000000,3922.8516,64,True,309592,0.66128216,0.00243535,27038,0.03243551,False,0.83828921,0.426142,4.33e-06,NaN,43,1
-20,10000000,2755.664,64,True,309592,0.66128216,0.00243535,27038,0.03243551,False,0.83828921,0.426142,4.33e-06,NaN,43,2
-21,10000000,0.0,64,True,14300,0.72725195,1.41e-06,7423,0.15671813,False,0.84967346,0.71861951,0.00025535,NaN,43,0
-21,10000000,0.0,64,True,14300,0.72725195,1.41e-06,7423,0.15671813,False,0.84967346,0.71861951,0.00025535,NaN,43,1
-21,10000000,150.0,64,True,14300,0.72725195,1.41e-06,7423,0.15671813,False,0.84967346,0.71861951,0.00025535,NaN,43,2
-22,10000000,125.0,16,False,362133,0.60239117,0.00056521,16553,0.06996877,True,NaN,NaN,NaN,1204.0,43,0
-22,10000000,150.0,16,False,362133,0.60239117,0.00056521,16553,0.06996877,True,NaN,NaN,NaN,1204.0,43,1
-22,10000000,150.0,16,False,362133,0.60239117,0.00056521,16553,0.06996877,True,NaN,NaN,NaN,1204.0,43,2
-23,10000000,150.0,64,True,615516,0.63515592,0.01897334,6800,0.04840641,False,0.44865698,0.7892503,0.00010748,NaN,43,0
-23,10000000,150.0,64,True,615516,0.63515592,0.01897334,6800,0.04840641,False,0.44865698,0.7892503,0.00010748,NaN,43,1
-23,10000000,125.0,64,True,615516,0.63515592,0.01897334,6800,0.04840641,False,0.44865698,0.7892503,0.00010748,NaN,43,2
-24,10000000,150.0,64,False,655725,0.73328222,0.00397626,24187,0.06502308,True,NaN,NaN,NaN,1449.0,43,0
-24,10000000,125.0,64,False,655725,0.73328222,0.00397626,24187,0.06502308,True,NaN,NaN,NaN,1449.0,43,1
-24,10000000,0.0,64,False,655725,0.73328222,0.00397626,24187,0.06502308,True,NaN,NaN,NaN,1449.0,43,2
-25,10000000,546.28906,32,False,478783,0.50117456,0.002578,10568,0.02003157,True,NaN,NaN,NaN,1760.0,43,0
-25,10000000,575.1953,32,False,478783,0.50117456,0.002578,10568,0.02003157,True,NaN,NaN,NaN,1760.0,43,1
-25,10000000,767.3828,32,False,478783,0.50117456,0.002578,10568,0.02003157,True,NaN,NaN,NaN,1760.0,43,2
-26,10000000,0.0,16,True,205199,0.83317693,7.33e-06,23193,0.10044832,False,0.33835477,0.11600581,1.1e-07,NaN,43,0
-26,10000000,248.63281,16,True,205199,0.83317693,7.33e-06,23193,0.10044832,False,0.33835477,0.11600581,1.1e-07,NaN,43,1
-26,10000000,0.0,16,True,205199,0.83317693,7.33e-06,23193,0.10044832,False,0.33835477,0.11600581,1.1e-07,NaN,43,2
-27,10000000,4423.047,64,False,491678,0.95829349,0.04364099,2072,0.09788585,True,NaN,NaN,NaN,1811.0,43,0
-27,10000000,1860.1562,64,False,491678,0.95829349,0.04364099,2072,0.09788585,True,NaN,NaN,NaN,1811.0,43,1
-27,10000000,2940.625,64,False,491678,0.95829349,0.04364099,2072,0.09788585,True,NaN,NaN,NaN,1811.0,43,2
-28,10000000,125.0,16,True,598049,0.50588515,0.00047871,14754,0.19859327,False,0.72856534,0.91522617,1.7e-06,NaN,43,0
-28,10000000,150.0,16,True,598049,0.50588515,0.00047871,14754,0.19859327,False,0.72856534,0.91522617,1.7e-06,NaN,43,1
-28,10000000,125.0,16,True,598049,0.50588515,0.00047871,14754,0.19859327,False,0.72856534,0.91522617,1.7e-06,NaN,43,2
-29,10000000,50.0,16,False,468890,0.94374673,0.00037777,18063,0.13849062,True,NaN,NaN,NaN,1526.0,43,0
-29,10000000,0.0,16,False,468890,0.94374673,0.00037777,18063,0.13849062,True,NaN,NaN,NaN,1526.0,43,1
-29,10000000,0.0,16,False,468890,0.94374673,0.00037777,18063,0.13849062,True,NaN,NaN,NaN,1526.0,43,2
-30,10000000,0.0,16,True,48288,0.84898584,0.0002189,2844,0.16873621,False,0.6910254,0.78473274,0.00018696,NaN,43,0
-30,10000000,0.0,16,True,48288,0.84898584,0.0002189,2844,0.16873621,False,0.6910254,0.78473274,0.00018696,NaN,43,1
-30,10000000,0.0,16,True,48288,0.84898584,0.0002189,2844,0.16873621,False,0.6910254,0.78473274,0.00018696,NaN,43,2
-31,10000000,125.0,16,True,129956,0.9498252,1.692e-05,7418,0.18443085,False,0.49892234,0.55635934,3.4e-07,NaN,43,0
-31,10000000,150.0,16,True,129956,0.9498252,1.692e-05,7418,0.18443085,False,0.49892234,0.55635934,3.4e-07,NaN,43,1
-31,10000000,150.0,16,True,129956,0.9498252,1.692e-05,7418,0.18443085,False,0.49892234,0.55635934,3.4e-07,NaN,43,2
-0,10000000,11090.43,32,False,970139,0.69703109,2.821e-05,14580,0.11164017,False,NaN,NaN,NaN,NaN,46,0
-0,10000000,12262.891,32,False,970139,0.69703109,2.821e-05,14580,0.11164017,False,NaN,NaN,NaN,NaN,46,1
-0,10000000,12252.734,32,False,970139,0.69703109,2.821e-05,14580,0.11164017,False,NaN,NaN,NaN,NaN,46,2
-1,10000000,505.27344,64,False,265797,0.56244353,0.03486935,21398,0.06981488,True,NaN,NaN,NaN,1734.0,46,0
-1,10000000,704.4922,64,False,265797,0.56244353,0.03486935,21398,0.06981488,True,NaN,NaN,NaN,1734.0,46,1
-1,10000000,795.3125,64,False,265797,0.56244353,0.03486935,21398,0.06981488,True,NaN,NaN,NaN,1734.0,46,2
+16,10000000,0.0,32,True,263118,0.90042067,4.06e-06,15192,0.09810727,False,0.62576684,0.6031775,1.1e-07,,43,0
+16,10000000,0.0,32,True,263118,0.90042067,4.06e-06,15192,0.09810727,False,0.62576684,0.6031775,1.1e-07,,43,1
+16,10000000,0.0,32,True,263118,0.90042067,4.06e-06,15192,0.09810727,False,0.62576684,0.6031775,1.1e-07,,43,2
+17,10000000,421.09375,64,False,272678,0.96060094,2.53e-06,6312,0.18186798,True,,,,400.0,43,0
+17,10000000,640.2344,64,False,272678,0.96060094,2.53e-06,6312,0.18186798,True,,,,400.0,43,1
+17,10000000,122.65625,64,False,272678,0.96060094,2.53e-06,6312,0.18186798,True,,,,400.0,43,2
+18,10000000,1555.8594,32,False,371444,0.65978105,0.0022267,8500,0.00407235,False,,,,,43,0
+18,10000000,4103.3203,32,False,371444,0.65978105,0.0022267,8500,0.00407235,False,,,,,43,1
+18,10000000,2068.75,32,False,371444,0.65978105,0.0022267,8500,0.00407235,False,,,,,43,2
+19,10000000,150.0,16,False,353863,0.73097038,1.77e-06,13126,0.14856988,False,,,,,43,0
+19,10000000,150.0,16,False,353863,0.73097038,1.77e-06,13126,0.14856988,False,,,,,43,1
+19,10000000,125.0,16,False,353863,0.73097038,1.77e-06,13126,0.14856988,False,,,,,43,2
+20,10000000,639.2578,64,True,309592,0.66128216,0.00243535,27038,0.03243551,False,0.83828921,0.426142,4.33e-06,,43,0
+20,10000000,3922.8516,64,True,309592,0.66128216,0.00243535,27038,0.03243551,False,0.83828921,0.426142,4.33e-06,,43,1
+20,10000000,2755.664,64,True,309592,0.66128216,0.00243535,27038,0.03243551,False,0.83828921,0.426142,4.33e-06,,43,2
+21,10000000,0.0,64,True,14300,0.72725195,1.41e-06,7423,0.15671813,False,0.84967346,0.71861951,0.00025535,,43,0
+21,10000000,0.0,64,True,14300,0.72725195,1.41e-06,7423,0.15671813,False,0.84967346,0.71861951,0.00025535,,43,1
+21,10000000,150.0,64,True,14300,0.72725195,1.41e-06,7423,0.15671813,False,0.84967346,0.71861951,0.00025535,,43,2
+22,10000000,125.0,16,False,362133,0.60239117,0.00056521,16553,0.06996877,True,,,,1204.0,43,0
+22,10000000,150.0,16,False,362133,0.60239117,0.00056521,16553,0.06996877,True,,,,1204.0,43,1
+22,10000000,150.0,16,False,362133,0.60239117,0.00056521,16553,0.06996877,True,,,,1204.0,43,2
+23,10000000,150.0,64,True,615516,0.63515592,0.01897334,6800,0.04840641,False,0.44865698,0.7892503,0.00010748,,43,0
+23,10000000,150.0,64,True,615516,0.63515592,0.01897334,6800,0.04840641,False,0.44865698,0.7892503,0.00010748,,43,1
+23,10000000,125.0,64,True,615516,0.63515592,0.01897334,6800,0.04840641,False,0.44865698,0.7892503,0.00010748,,43,2
+24,10000000,150.0,64,False,655725,0.73328222,0.00397626,24187,0.06502308,True,,,,1449.0,43,0
+24,10000000,125.0,64,False,655725,0.73328222,0.00397626,24187,0.06502308,True,,,,1449.0,43,1
+24,10000000,0.0,64,False,655725,0.73328222,0.00397626,24187,0.06502308,True,,,,1449.0,43,2
+25,10000000,546.28906,32,False,478783,0.50117456,0.002578,10568,0.02003157,True,,,,1760.0,43,0
+25,10000000,575.1953,32,False,478783,0.50117456,0.002578,10568,0.02003157,True,,,,1760.0,43,1
+25,10000000,767.3828,32,False,478783,0.50117456,0.002578,10568,0.02003157,True,,,,1760.0,43,2
+26,10000000,0.0,16,True,205199,0.83317693,7.33e-06,23193,0.10044832,False,0.33835477,0.11600581,1.1e-07,,43,0
+26,10000000,248.63281,16,True,205199,0.83317693,7.33e-06,23193,0.10044832,False,0.33835477,0.11600581,1.1e-07,,43,1
+26,10000000,0.0,16,True,205199,0.83317693,7.33e-06,23193,0.10044832,False,0.33835477,0.11600581,1.1e-07,,43,2
+27,10000000,4423.047,64,False,491678,0.95829349,0.04364099,2072,0.09788585,True,,,,1811.0,43,0
+27,10000000,1860.1562,64,False,491678,0.95829349,0.04364099,2072,0.09788585,True,,,,1811.0,43,1
+27,10000000,2940.625,64,False,491678,0.95829349,0.04364099,2072,0.09788585,True,,,,1811.0,43,2
+28,10000000,125.0,16,True,598049,0.50588515,0.00047871,14754,0.19859327,False,0.72856534,0.91522617,1.7e-06,,43,0
+28,10000000,150.0,16,True,598049,0.50588515,0.00047871,14754,0.19859327,False,0.72856534,0.91522617,1.7e-06,,43,1
+28,10000000,125.0,16,True,598049,0.50588515,0.00047871,14754,0.19859327,False,0.72856534,0.91522617,1.7e-06,,43,2
+29,10000000,50.0,16,False,468890,0.94374673,0.00037777,18063,0.13849062,True,,,,1526.0,43,0
+29,10000000,0.0,16,False,468890,0.94374673,0.00037777,18063,0.13849062,True,,,,1526.0,43,1
+29,10000000,0.0,16,False,468890,0.94374673,0.00037777,18063,0.13849062,True,,,,1526.0,43,2
+30,10000000,0.0,16,True,48288,0.84898584,0.0002189,2844,0.16873621,False,0.6910254,0.78473274,0.00018696,,43,0
+30,10000000,0.0,16,True,48288,0.84898584,0.0002189,2844,0.16873621,False,0.6910254,0.78473274,0.00018696,,43,1
+30,10000000,0.0,16,True,48288,0.84898584,0.0002189,2844,0.16873621,False,0.6910254,0.78473274,0.00018696,,43,2
+31,10000000,125.0,16,True,129956,0.9498252,1.692e-05,7418,0.18443085,False,0.49892234,0.55635934,3.4e-07,,43,0
+31,10000000,150.0,16,True,129956,0.9498252,1.692e-05,7418,0.18443085,False,0.49892234,0.55635934,3.4e-07,,43,1
+31,10000000,150.0,16,True,129956,0.9498252,1.692e-05,7418,0.18443085,False,0.49892234,0.55635934,3.4e-07,,43,2
+0,10000000,11090.43,32,False,970139,0.69703109,2.821e-05,14580,0.11164017,False,,,,,46,0
+0,10000000,12262.891,32,False,970139,0.69703109,2.821e-05,14580,0.11164017,False,,,,,46,1
+0,10000000,12252.734,32,False,970139,0.69703109,2.821e-05,14580,0.11164017,False,,,,,46,2
+1,10000000,505.27344,64,False,265797,0.56244353,0.03486935,21398,0.06981488,True,,,,1734.0,46,0
+1,10000000,704.4922,64,False,265797,0.56244353,0.03486935,21398,0.06981488,True,,,,1734.0,46,1
+1,10000000,795.3125,64,False,265797,0.56244353,0.03486935,21398,0.06981488,True,,,,1734.0,46,2
 2,10000000,748.2422,16,True,886641,0.79408388,0.00075044,23338,0.00809125,True,0.78588437,0.97895215,1e-07,1206.0,46,0
 2,10000000,4281.0547,16,True,886641,0.79408388,0.00075044,23338,0.00809125,True,0.78588437,0.97895215,1e-07,1206.0,46,1
 2,10000000,1343.3594,16,True,886641,0.79408388,0.00075044,23338,0.00809125,True,0.78588437,0.97895215,1e-07,1206.0,46,2
-3,10000000,585.9375,64,False,983425,0.92874894,0.00132166,28102,0.17808286,True,NaN,NaN,NaN,595.0,46,0
-3,10000000,366.79688,64,False,983425,0.92874894,0.00132166,28102,0.17808286,True,NaN,NaN,NaN,595.0,46,1
-3,10000000,703.90625,64,False,983425,0.92874894,0.00132166,28102,0.17808286,True,NaN,NaN,NaN,595.0,46,2
-4,10000000,763.6719,16,False,771002,0.86546088,4.637e-05,3930,0.06142912,True,NaN,NaN,NaN,1772.0,46,0
-4,10000000,582.4219,16,False,771002,0.86546088,4.637e-05,3930,0.06142912,True,NaN,NaN,NaN,1772.0,46,1
-4,10000000,572.65625,16,False,771002,0.86546088,4.637e-05,3930,0.06142912,True,NaN,NaN,NaN,1772.0,46,2
-5,10000000,683.9844,16,True,666968,0.52857201,0.00306217,23928,0.10361766,False,0.50260968,0.45998593,0.00023906,NaN,46,0
-5,10000000,458.39844,16,True,666968,0.52857201,0.00306217,23928,0.10361766,False,0.50260968,0.45998593,0.00023906,NaN,46,1
-5,10000000,295.3125,16,True,666968,0.52857201,0.00306217,23928,0.10361766,False,0.50260968,0.45998593,0.00023906,NaN,46,2
+3,10000000,585.9375,64,False,983425,0.92874894,0.00132166,28102,0.17808286,True,,,,595.0,46,0
+3,10000000,366.79688,64,False,983425,0.92874894,0.00132166,28102,0.17808286,True,,,,595.0,46,1
+3,10000000,703.90625,64,False,983425,0.92874894,0.00132166,28102,0.17808286,True,,,,595.0,46,2
+4,10000000,763.6719,16,False,771002,0.86546088,4.637e-05,3930,0.06142912,True,,,,1772.0,46,0
+4,10000000,582.4219,16,False,771002,0.86546088,4.637e-05,3930,0.06142912,True,,,,1772.0,46,1
+4,10000000,572.65625,16,False,771002,0.86546088,4.637e-05,3930,0.06142912,True,,,,1772.0,46,2
+5,10000000,683.9844,16,True,666968,0.52857201,0.00306217,23928,0.10361766,False,0.50260968,0.45998593,0.00023906,,46,0
+5,10000000,458.39844,16,True,666968,0.52857201,0.00306217,23928,0.10361766,False,0.50260968,0.45998593,0.00023906,,46,1
+5,10000000,295.3125,16,True,666968,0.52857201,0.00306217,23928,0.10361766,False,0.50260968,0.45998593,0.00023906,,46,2
 6,10000000,387.5,32,True,388047,0.62366628,8.214e-05,14447,0.00759963,True,0.02920237,0.29187564,0.00050489,737.0,46,0
 6,10000000,148.4375,32,True,388047,0.62366628,8.214e-05,14447,0.00759963,True,0.02920237,0.29187564,0.00050489,737.0,46,1
 6,10000000,0.0,32,True,388047,0.62366628,8.214e-05,14447,0.00759963,True,0.02920237,0.29187564,0.00050489,737.0,46,2
-7,10000000,150.0,32,True,881060,0.62189595,2.852e-05,27439,0.02277999,False,0.58581926,0.61938482,1.8e-07,NaN,46,0
-7,10000000,0.0,32,True,881060,0.62189595,2.852e-05,27439,0.02277999,False,0.58581926,0.61938482,1.8e-07,NaN,46,1
-7,10000000,0.0,32,True,881060,0.62189595,2.852e-05,27439,0.02277999,False,0.58581926,0.61938482,1.8e-07,NaN,46,2
-8,10000000,921.28906,64,True,607928,0.78928759,4.508e-05,18069,0.18822447,False,0.86941303,0.13327117,5.6e-07,NaN,46,0
-8,10000000,945.1172,64,True,607928,0.78928759,4.508e-05,18069,0.18822447,False,0.86941303,0.13327117,5.6e-07,NaN,46,1
-8,10000000,461.91406,64,True,607928,0.78928759,4.508e-05,18069,0.18822447,False,0.86941303,0.13327117,5.6e-07,NaN,46,2
-9,10000000,3395.1172,64,False,39302,0.81720491,0.00010597,4011,0.01672807,True,NaN,NaN,NaN,774.0,46,0
-9,10000000,4835.9375,64,False,39302,0.81720491,0.00010597,4011,0.01672807,True,NaN,NaN,NaN,774.0,46,1
-9,10000000,1917.7734,64,False,39302,0.81720491,0.00010597,4011,0.01672807,True,NaN,NaN,NaN,774.0,46,2
+7,10000000,150.0,32,True,881060,0.62189595,2.852e-05,27439,0.02277999,False,0.58581926,0.61938482,1.8e-07,,46,0
+7,10000000,0.0,32,True,881060,0.62189595,2.852e-05,27439,0.02277999,False,0.58581926,0.61938482,1.8e-07,,46,1
+7,10000000,0.0,32,True,881060,0.62189595,2.852e-05,27439,0.02277999,False,0.58581926,0.61938482,1.8e-07,,46,2
+8,10000000,921.28906,64,True,607928,0.78928759,4.508e-05,18069,0.18822447,False,0.86941303,0.13327117,5.6e-07,,46,0
+8,10000000,945.1172,64,True,607928,0.78928759,4.508e-05,18069,0.18822447,False,0.86941303,0.13327117,5.6e-07,,46,1
+8,10000000,461.91406,64,True,607928,0.78928759,4.508e-05,18069,0.18822447,False,0.86941303,0.13327117,5.6e-07,,46,2
+9,10000000,3395.1172,64,False,39302,0.81720491,0.00010597,4011,0.01672807,True,,,,774.0,46,0
+9,10000000,4835.9375,64,False,39302,0.81720491,0.00010597,4011,0.01672807,True,,,,774.0,46,1
+9,10000000,1917.7734,64,False,39302,0.81720491,0.00010597,4011,0.01672807,True,,,,774.0,46,2
 10,10000000,0.0,16,True,625977,0.7703613,1.102e-05,9063,0.14198408,True,0.68315762,0.73284659,4e-06,1903.0,46,0
 10,10000000,0.0,16,True,625977,0.7703613,1.102e-05,9063,0.14198408,True,0.68315762,0.73284659,4e-06,1903.0,46,1
 10,10000000,125.0,16,True,625977,0.7703613,1.102e-05,9063,0.14198408,True,0.68315762,0.73284659,4e-06,1903.0,46,2
@@ -422,60 +422,60 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 12,10000000,1650.0,32,True,242224,0.93838271,0.04912142,30982,0.0200888,True,0.66523981,0.38288552,0.00011462,178.0,46,0
 12,10000000,672.2656,32,True,242224,0.93838271,0.04912142,30982,0.0200888,True,0.66523981,0.38288552,0.00011462,178.0,46,1
 12,10000000,551.7578,32,True,242224,0.93838271,0.04912142,30982,0.0200888,True,0.66523981,0.38288552,0.00011462,178.0,46,2
-13,10000000,597.46094,16,False,109555,0.94931489,0.00072276,8414,0.1892673,True,NaN,NaN,NaN,1874.0,46,0
-13,10000000,125.0,16,False,109555,0.94931489,0.00072276,8414,0.1892673,True,NaN,NaN,NaN,1874.0,46,1
-13,10000000,151.75781,16,False,109555,0.94931489,0.00072276,8414,0.1892673,True,NaN,NaN,NaN,1874.0,46,2
+13,10000000,597.46094,16,False,109555,0.94931489,0.00072276,8414,0.1892673,True,,,,1874.0,46,0
+13,10000000,125.0,16,False,109555,0.94931489,0.00072276,8414,0.1892673,True,,,,1874.0,46,1
+13,10000000,151.75781,16,False,109555,0.94931489,0.00072276,8414,0.1892673,True,,,,1874.0,46,2
 14,10000000,660.9375,32,True,962874,0.51769053,0.00114966,13586,0.1773735,True,0.81303135,0.68107454,0.00043818,1115.0,46,0
 14,10000000,569.33594,32,True,962874,0.51769053,0.00114966,13586,0.1773735,True,0.81303135,0.68107454,0.00043818,1115.0,46,1
 14,10000000,617.96875,32,True,962874,0.51769053,0.00114966,13586,0.1773735,True,0.81303135,0.68107454,0.00043818,1115.0,46,2
-15,10000000,2414.2578,64,False,241825,0.69608398,2.44e-06,26165,0.03723851,True,NaN,NaN,NaN,1469.0,46,0
-15,10000000,1448.2422,64,False,241825,0.69608398,2.44e-06,26165,0.03723851,True,NaN,NaN,NaN,1469.0,46,1
-15,10000000,1740.8203,64,False,241825,0.69608398,2.44e-06,26165,0.03723851,True,NaN,NaN,NaN,1469.0,46,2
+15,10000000,2414.2578,64,False,241825,0.69608398,2.44e-06,26165,0.03723851,True,,,,1469.0,46,0
+15,10000000,1448.2422,64,False,241825,0.69608398,2.44e-06,26165,0.03723851,True,,,,1469.0,46,1
+15,10000000,1740.8203,64,False,241825,0.69608398,2.44e-06,26165,0.03723851,True,,,,1469.0,46,2
 16,10000000,150.0,64,True,510018,0.7254437,2.49e-06,12563,0.17566593,True,0.65571689,0.34737592,4.918e-05,935.0,46,0
 16,10000000,0.0,64,True,510018,0.7254437,2.49e-06,12563,0.17566593,True,0.65571689,0.34737592,4.918e-05,935.0,46,1
 16,10000000,0.0,64,True,510018,0.7254437,2.49e-06,12563,0.17566593,True,0.65571689,0.34737592,4.918e-05,935.0,46,2
-17,10000000,15133.984,32,True,27822,0.60482669,7.121e-05,17405,0.05580762,False,0.83154483,0.20285007,1.3e-07,NaN,46,0
-17,10000000,15459.18,32,True,27822,0.60482669,7.121e-05,17405,0.05580762,False,0.83154483,0.20285007,1.3e-07,NaN,46,1
-17,10000000,15459.57,32,True,27822,0.60482669,7.121e-05,17405,0.05580762,False,0.83154483,0.20285007,1.3e-07,NaN,46,2
-18,10000000,689.0625,64,False,997567,0.63961177,4.734e-05,1905,0.00974453,False,NaN,NaN,NaN,NaN,46,0
-18,10000000,776.9531,64,False,997567,0.63961177,4.734e-05,1905,0.00974453,False,NaN,NaN,NaN,NaN,46,1
-18,10000000,871.09375,64,False,997567,0.63961177,4.734e-05,1905,0.00974453,False,NaN,NaN,NaN,NaN,46,2
-19,10000000,0.0,32,False,948278,0.85235359,0.0004564,28993,0.10583802,True,NaN,NaN,NaN,102.0,46,0
-19,10000000,0.0,32,False,948278,0.85235359,0.0004564,28993,0.10583802,True,NaN,NaN,NaN,102.0,46,1
-19,10000000,150.0,32,False,948278,0.85235359,0.0004564,28993,0.10583802,True,NaN,NaN,NaN,102.0,46,2
-20,10000000,0.0,16,True,969637,0.81202003,1.34e-06,32289,0.08831815,False,0.39152566,0.76337167,0.00018999,NaN,46,0
-20,10000000,0.0,16,True,969637,0.81202003,1.34e-06,32289,0.08831815,False,0.39152566,0.76337167,0.00018999,NaN,46,1
-20,10000000,0.0,16,True,969637,0.81202003,1.34e-06,32289,0.08831815,False,0.39152566,0.76337167,0.00018999,NaN,46,2
-21,10000000,125.0,32,True,983990,0.75600104,7.786e-05,17604,0.05728132,False,0.10817185,0.10411573,2.54e-06,NaN,46,0
-21,10000000,0.0,32,True,983990,0.75600104,7.786e-05,17604,0.05728132,False,0.10817185,0.10411573,2.54e-06,NaN,46,1
-21,10000000,0.0,32,True,983990,0.75600104,7.786e-05,17604,0.05728132,False,0.10817185,0.10411573,2.54e-06,NaN,46,2
-22,10000000,809.7656,64,True,133942,0.74939433,3.6e-06,23546,0.02837482,False,0.38643274,0.51710539,1.327e-05,NaN,46,0
-22,10000000,1028.125,64,True,133942,0.74939433,3.6e-06,23546,0.02837482,False,0.38643274,0.51710539,1.327e-05,NaN,46,1
-22,10000000,600.97656,64,True,133942,0.74939433,3.6e-06,23546,0.02837482,False,0.38643274,0.51710539,1.327e-05,NaN,46,2
-23,10000000,125.0,64,False,205257,0.75728822,0.00159175,30524,0.03906393,False,NaN,NaN,NaN,NaN,46,0
-23,10000000,150.0,64,False,205257,0.75728822,0.00159175,30524,0.03906393,False,NaN,NaN,NaN,NaN,46,1
-23,10000000,70.11719,64,False,205257,0.75728822,0.00159175,30524,0.03906393,False,NaN,NaN,NaN,NaN,46,2
-24,10000000,150.0,32,True,903194,0.78883391,1.1e-06,3738,0.16532961,False,0.0359338,0.22245905,1.656e-05,NaN,46,0
-24,10000000,150.0,32,True,903194,0.78883391,1.1e-06,3738,0.16532961,False,0.0359338,0.22245905,1.656e-05,NaN,46,1
-24,10000000,0.0,32,True,903194,0.78883391,1.1e-06,3738,0.16532961,False,0.0359338,0.22245905,1.656e-05,NaN,46,2
+17,10000000,15133.984,32,True,27822,0.60482669,7.121e-05,17405,0.05580762,False,0.83154483,0.20285007,1.3e-07,,46,0
+17,10000000,15459.18,32,True,27822,0.60482669,7.121e-05,17405,0.05580762,False,0.83154483,0.20285007,1.3e-07,,46,1
+17,10000000,15459.57,32,True,27822,0.60482669,7.121e-05,17405,0.05580762,False,0.83154483,0.20285007,1.3e-07,,46,2
+18,10000000,689.0625,64,False,997567,0.63961177,4.734e-05,1905,0.00974453,False,,,,,46,0
+18,10000000,776.9531,64,False,997567,0.63961177,4.734e-05,1905,0.00974453,False,,,,,46,1
+18,10000000,871.09375,64,False,997567,0.63961177,4.734e-05,1905,0.00974453,False,,,,,46,2
+19,10000000,0.0,32,False,948278,0.85235359,0.0004564,28993,0.10583802,True,,,,102.0,46,0
+19,10000000,0.0,32,False,948278,0.85235359,0.0004564,28993,0.10583802,True,,,,102.0,46,1
+19,10000000,150.0,32,False,948278,0.85235359,0.0004564,28993,0.10583802,True,,,,102.0,46,2
+20,10000000,0.0,16,True,969637,0.81202003,1.34e-06,32289,0.08831815,False,0.39152566,0.76337167,0.00018999,,46,0
+20,10000000,0.0,16,True,969637,0.81202003,1.34e-06,32289,0.08831815,False,0.39152566,0.76337167,0.00018999,,46,1
+20,10000000,0.0,16,True,969637,0.81202003,1.34e-06,32289,0.08831815,False,0.39152566,0.76337167,0.00018999,,46,2
+21,10000000,125.0,32,True,983990,0.75600104,7.786e-05,17604,0.05728132,False,0.10817185,0.10411573,2.54e-06,,46,0
+21,10000000,0.0,32,True,983990,0.75600104,7.786e-05,17604,0.05728132,False,0.10817185,0.10411573,2.54e-06,,46,1
+21,10000000,0.0,32,True,983990,0.75600104,7.786e-05,17604,0.05728132,False,0.10817185,0.10411573,2.54e-06,,46,2
+22,10000000,809.7656,64,True,133942,0.74939433,3.6e-06,23546,0.02837482,False,0.38643274,0.51710539,1.327e-05,,46,0
+22,10000000,1028.125,64,True,133942,0.74939433,3.6e-06,23546,0.02837482,False,0.38643274,0.51710539,1.327e-05,,46,1
+22,10000000,600.97656,64,True,133942,0.74939433,3.6e-06,23546,0.02837482,False,0.38643274,0.51710539,1.327e-05,,46,2
+23,10000000,125.0,64,False,205257,0.75728822,0.00159175,30524,0.03906393,False,,,,,46,0
+23,10000000,150.0,64,False,205257,0.75728822,0.00159175,30524,0.03906393,False,,,,,46,1
+23,10000000,70.11719,64,False,205257,0.75728822,0.00159175,30524,0.03906393,False,,,,,46,2
+24,10000000,150.0,32,True,903194,0.78883391,1.1e-06,3738,0.16532961,False,0.0359338,0.22245905,1.656e-05,,46,0
+24,10000000,150.0,32,True,903194,0.78883391,1.1e-06,3738,0.16532961,False,0.0359338,0.22245905,1.656e-05,,46,1
+24,10000000,0.0,32,True,903194,0.78883391,1.1e-06,3738,0.16532961,False,0.0359338,0.22245905,1.656e-05,,46,2
 25,10000000,701.7578,32,True,1966,0.79991254,0.04801871,21138,0.13803589,True,0.9114583,0.34724225,2.24e-06,1888.0,46,0
 25,10000000,2498.8281,32,True,1966,0.79991254,0.04801871,21138,0.13803589,True,0.9114583,0.34724225,2.24e-06,1888.0,46,1
 25,10000000,569.9219,32,True,1966,0.79991254,0.04801871,21138,0.13803589,True,0.9114583,0.34724225,2.24e-06,1888.0,46,2
-26,10000000,150.0,16,False,350860,0.67303824,0.00021594,11901,0.19557537,False,NaN,NaN,NaN,NaN,46,0
-26,10000000,0.0,16,False,350860,0.67303824,0.00021594,11901,0.19557537,False,NaN,NaN,NaN,NaN,46,1
-26,10000000,50.0,16,False,350860,0.67303824,0.00021594,11901,0.19557537,False,NaN,NaN,NaN,NaN,46,2
-27,10000000,125.0,32,False,368117,0.76423876,0.00018578,12563,0.19859415,True,NaN,NaN,NaN,1492.0,46,0
-27,10000000,150.0,32,False,368117,0.76423876,0.00018578,12563,0.19859415,True,NaN,NaN,NaN,1492.0,46,1
-27,10000000,125.0,32,False,368117,0.76423876,0.00018578,12563,0.19859415,True,NaN,NaN,NaN,1492.0,46,2
-28,10000000,4623.4375,32,False,668316,0.77331781,0.00012041,26307,0.12102778,True,NaN,NaN,NaN,1465.0,46,0
-28,10000000,3298.6328,32,False,668316,0.77331781,0.00012041,26307,0.12102778,True,NaN,NaN,NaN,1465.0,46,1
-28,10000000,4526.367,32,False,668316,0.77331781,0.00012041,26307,0.12102778,True,NaN,NaN,NaN,1465.0,46,2
-29,10000000,963.47656,64,False,514054,0.99154821,0.00017845,13662,0.13853404,False,NaN,NaN,NaN,NaN,46,0
-29,10000000,1000.0,64,False,514054,0.99154821,0.00017845,13662,0.13853404,False,NaN,NaN,NaN,NaN,46,1
-29,10000000,414.45312,64,False,514054,0.99154821,0.00017845,13662,0.13853404,False,NaN,NaN,NaN,NaN,46,2
-30,10000000,0.0,64,True,955805,0.83687971,0.01913783,21056,0.04224205,False,0.30857635,0.92332398,0.00026608,NaN,46,0
-30,10000000,0.0,64,True,955805,0.83687971,0.01913783,21056,0.04224205,False,0.30857635,0.92332398,0.00026608,NaN,46,1
-30,10000000,0.0,64,True,955805,0.83687971,0.01913783,21056,0.04224205,False,0.30857635,0.92332398,0.00026608,NaN,46,2
-31,10000000,450.97656,16,False,516521,0.77999919,6.684e-05,10236,0.1994977,True,NaN,NaN,NaN,1822.0,46,0
-31,10000000,686.3281,16,False,516521,0.77999919,6.684e-05,10236,0.1994977,True,NaN,NaN,NaN,1822.0,46,1
-31,10000000,852.9297,16,False,516521,0.77999919,6.684e-05,10236,0.1994977,True,NaN,NaN,NaN,1822.0,46,2
+26,10000000,150.0,16,False,350860,0.67303824,0.00021594,11901,0.19557537,False,,,,,46,0
+26,10000000,0.0,16,False,350860,0.67303824,0.00021594,11901,0.19557537,False,,,,,46,1
+26,10000000,50.0,16,False,350860,0.67303824,0.00021594,11901,0.19557537,False,,,,,46,2
+27,10000000,125.0,32,False,368117,0.76423876,0.00018578,12563,0.19859415,True,,,,1492.0,46,0
+27,10000000,150.0,32,False,368117,0.76423876,0.00018578,12563,0.19859415,True,,,,1492.0,46,1
+27,10000000,125.0,32,False,368117,0.76423876,0.00018578,12563,0.19859415,True,,,,1492.0,46,2
+28,10000000,4623.4375,32,False,668316,0.77331781,0.00012041,26307,0.12102778,True,,,,1465.0,46,0
+28,10000000,3298.6328,32,False,668316,0.77331781,0.00012041,26307,0.12102778,True,,,,1465.0,46,1
+28,10000000,4526.367,32,False,668316,0.77331781,0.00012041,26307,0.12102778,True,,,,1465.0,46,2
+29,10000000,963.47656,64,False,514054,0.99154821,0.00017845,13662,0.13853404,False,,,,,46,0
+29,10000000,1000.0,64,False,514054,0.99154821,0.00017845,13662,0.13853404,False,,,,,46,1
+29,10000000,414.45312,64,False,514054,0.99154821,0.00017845,13662,0.13853404,False,,,,,46,2
+30,10000000,0.0,64,True,955805,0.83687971,0.01913783,21056,0.04224205,False,0.30857635,0.92332398,0.00026608,,46,0
+30,10000000,0.0,64,True,955805,0.83687971,0.01913783,21056,0.04224205,False,0.30857635,0.92332398,0.00026608,,46,1
+30,10000000,0.0,64,True,955805,0.83687971,0.01913783,21056,0.04224205,False,0.30857635,0.92332398,0.00026608,,46,2
+31,10000000,450.97656,16,False,516521,0.77999919,6.684e-05,10236,0.1994977,True,,,,1822.0,46,0
+31,10000000,686.3281,16,False,516521,0.77999919,6.684e-05,10236,0.1994977,True,,,,1822.0,46,1
+31,10000000,852.9297,16,False,516521,0.77999919,6.684e-05,10236,0.1994977,True,,,,1822.0,46,2

rs/atari_this_game_dqn.csv

@@ -1,418 +1,418 @@
 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,optimisation_seed,seed
-0,10000000,5984.5312,64,True,955722,0.57143341,1.01e-06,28504,0.01028647,False,0.05598591,0.96597571,5.76e-06,NaN,42,0
-0,10000000,8183.672,64,True,955722,0.57143341,1.01e-06,28504,0.01028647,False,0.05598591,0.96597571,5.76e-06,NaN,42,1
-0,10000000,9345.0,64,True,955722,0.57143341,1.01e-06,28504,0.01028647,False,0.05598591,0.96597571,5.76e-06,NaN,42,2
+0,10000000,5984.5312,64,True,955722,0.57143341,1.01e-06,28504,0.01028647,False,0.05598591,0.96597571,5.76e-06,,42,0
+0,10000000,8183.672,64,True,955722,0.57143341,1.01e-06,28504,0.01028647,False,0.05598591,0.96597571,5.76e-06,,42,1
+0,10000000,9345.0,64,True,955722,0.57143341,1.01e-06,28504,0.01028647,False,0.05598591,0.96597571,5.76e-06,,42,2
 1,10000000,4137.3438,32,True,197793,0.96093712,8.778e-05,9595,0.03388812,True,0.7317171,0.86447239,2e-06,613.0,42,0
 1,10000000,4508.125,32,True,197793,0.96093712,8.778e-05,9595,0.03388812,True,0.7317171,0.86447239,2e-06,613.0,42,1
 1,10000000,2673.4375,32,True,197793,0.96093712,8.778e-05,9595,0.03388812,True,0.7317171,0.86447239,2e-06,613.0,42,2
-2,10000000,1190.0,16,True,219993,0.51571459,1.764e-05,10938,0.12524646,False,0.80936575,0.43283671,4.67e-06,NaN,42,0
-2,10000000,0.0,16,True,219993,0.51571459,1.764e-05,10938,0.12524646,False,0.80936575,0.43283671,4.67e-06,NaN,42,1
-2,10000000,2770.0,16,True,219993,0.51571459,1.764e-05,10938,0.12524646,False,0.80936575,0.43283671,4.67e-06,NaN,42,2
-3,10000000,4043.2812,16,True,742000,0.98830748,0.00253237,20918,0.14591505,False,0.51311679,0.71403804,3.89e-06,NaN,42,0
-3,10000000,5666.4844,16,True,742000,0.98830748,0.00253237,20918,0.14591505,False,0.51311679,0.71403804,3.89e-06,NaN,42,1
-3,10000000,2459.9219,16,True,742000,0.98830748,0.00253237,20918,0.14591505,False,0.51311679,0.71403804,3.89e-06,NaN,42,2
-4,10000000,0.0,64,True,118820,0.63943568,0.02746948,25853,0.13303685,False,0.02789461,0.72373053,1e-06,NaN,42,0
-4,10000000,0.0,64,True,118820,0.63943568,0.02746948,25853,0.13303685,False,0.02789461,0.72373053,1e-06,NaN,42,1
-4,10000000,0.0,64,True,118820,0.63943568,0.02746948,25853,0.13303685,False,0.02789461,0.72373053,1e-06,NaN,42,2
-5,10000000,11788.906,64,False,467984,0.63978017,0.00058053,3999,0.03472906,False,NaN,NaN,NaN,NaN,42,0
-5,10000000,8056.5625,64,False,467984,0.63978017,0.00058053,3999,0.03472906,False,NaN,NaN,NaN,NaN,42,1
-5,10000000,6410.9375,64,False,467984,0.63978017,0.00058053,3999,0.03472906,False,NaN,NaN,NaN,NaN,42,2
-6,10000000,1190.0,32,False,119858,0.64327063,6.323e-05,17412,0.03968163,False,NaN,NaN,NaN,NaN,42,0
-6,10000000,2570.0,32,False,119858,0.64327063,6.323e-05,17412,0.03968163,False,NaN,NaN,NaN,NaN,42,1
-6,10000000,1190.0,32,False,119858,0.64327063,6.323e-05,17412,0.03968163,False,NaN,NaN,NaN,NaN,42,2
+2,10000000,1190.0,16,True,219993,0.51571459,1.764e-05,10938,0.12524646,False,0.80936575,0.43283671,4.67e-06,,42,0
+2,10000000,0.0,16,True,219993,0.51571459,1.764e-05,10938,0.12524646,False,0.80936575,0.43283671,4.67e-06,,42,1
+2,10000000,2770.0,16,True,219993,0.51571459,1.764e-05,10938,0.12524646,False,0.80936575,0.43283671,4.67e-06,,42,2
+3,10000000,4043.2812,16,True,742000,0.98830748,0.00253237,20918,0.14591505,False,0.51311679,0.71403804,3.89e-06,,42,0
+3,10000000,5666.4844,16,True,742000,0.98830748,0.00253237,20918,0.14591505,False,0.51311679,0.71403804,3.89e-06,,42,1
+3,10000000,2459.9219,16,True,742000,0.98830748,0.00253237,20918,0.14591505,False,0.51311679,0.71403804,3.89e-06,,42,2
+4,10000000,0.0,64,True,118820,0.63943568,0.02746948,25853,0.13303685,False,0.02789461,0.72373053,1e-06,,42,0
+4,10000000,0.0,64,True,118820,0.63943568,0.02746948,25853,0.13303685,False,0.02789461,0.72373053,1e-06,,42,1
+4,10000000,0.0,64,True,118820,0.63943568,0.02746948,25853,0.13303685,False,0.02789461,0.72373053,1e-06,,42,2
+5,10000000,11788.906,64,False,467984,0.63978017,0.00058053,3999,0.03472906,False,,,,,42,0
+5,10000000,8056.5625,64,False,467984,0.63978017,0.00058053,3999,0.03472906,False,,,,,42,1
+5,10000000,6410.9375,64,False,467984,0.63978017,0.00058053,3999,0.03472906,False,,,,,42,2
+6,10000000,1190.0,32,False,119858,0.64327063,6.323e-05,17412,0.03968163,False,,,,,42,0
+6,10000000,2570.0,32,False,119858,0.64327063,6.323e-05,17412,0.03968163,False,,,,,42,1
+6,10000000,1190.0,32,False,119858,0.64327063,6.323e-05,17412,0.03968163,False,,,,,42,2
 7,10000000,1883.4375,64,True,145380,0.52300132,3.08e-06,27670,0.05291783,True,0.64599509,0.39428823,3.5e-06,1631.0,42,0
 7,10000000,0.0,64,True,145380,0.52300132,3.08e-06,27670,0.05291783,True,0.64599509,0.39428823,3.5e-06,1631.0,42,1
 7,10000000,0.0,64,True,145380,0.52300132,3.08e-06,27670,0.05291783,True,0.64599509,0.39428823,3.5e-06,1631.0,42,2
-8,10000000,2150.8594,32,False,208893,0.55908241,0.0104089,17072,0.05075327,True,NaN,NaN,NaN,885.0,42,0
-8,10000000,2076.25,32,False,208893,0.55908241,0.0104089,17072,0.05075327,True,NaN,NaN,NaN,885.0,42,1
-8,10000000,1696.3281,32,False,208893,0.55908241,0.0104089,17072,0.05075327,True,NaN,NaN,NaN,885.0,42,2
-9,10000000,0.0,64,True,798630,0.86851778,0.01530451,31112,0.01718841,False,0.59596985,0.70803352,4.18e-06,NaN,42,0
-9,10000000,0.0,64,True,798630,0.86851778,0.01530451,31112,0.01718841,False,0.59596985,0.70803352,4.18e-06,NaN,42,1
-9,10000000,2770.0,64,True,798630,0.86851778,0.01530451,31112,0.01718841,False,0.59596985,0.70803352,4.18e-06,NaN,42,2
-10,10000000,7833.4375,32,False,461881,0.52157996,0.00058786,20894,0.07745616,False,NaN,NaN,NaN,NaN,42,0
-10,10000000,7442.1875,32,False,461881,0.52157996,0.00058786,20894,0.07745616,False,NaN,NaN,NaN,NaN,42,1
-10,10000000,9906.875,32,False,461881,0.52157996,0.00058786,20894,0.07745616,False,NaN,NaN,NaN,NaN,42,2
-11,10000000,2570.0,16,False,169988,0.99363806,0.01624032,9199,0.10733491,False,NaN,NaN,NaN,NaN,42,0
-11,10000000,1190.0,16,False,169988,0.99363806,0.01624032,9199,0.10733491,False,NaN,NaN,NaN,NaN,42,1
-11,10000000,2770.0,16,False,169988,0.99363806,0.01624032,9199,0.10733491,False,NaN,NaN,NaN,NaN,42,2
-12,10000000,1850.4688,16,True,316850,0.99023136,0.00428534,20585,0.03026762,False,0.21703948,0.58891844,4.43e-06,NaN,42,0
-12,10000000,1772.4219,16,True,316850,0.99023136,0.00428534,20585,0.03026762,False,0.21703948,0.58891844,4.43e-06,NaN,42,1
-12,10000000,2557.0312,16,True,316850,0.99023136,0.00428534,20585,0.03026762,False,0.21703948,0.58891844,4.43e-06,NaN,42,2
+8,10000000,2150.8594,32,False,208893,0.55908241,0.0104089,17072,0.05075327,True,,,,885.0,42,0
+8,10000000,2076.25,32,False,208893,0.55908241,0.0104089,17072,0.05075327,True,,,,885.0,42,1
+8,10000000,1696.3281,32,False,208893,0.55908241,0.0104089,17072,0.05075327,True,,,,885.0,42,2
+9,10000000,0.0,64,True,798630,0.86851778,0.01530451,31112,0.01718841,False,0.59596985,0.70803352,4.18e-06,,42,0
+9,10000000,0.0,64,True,798630,0.86851778,0.01530451,31112,0.01718841,False,0.59596985,0.70803352,4.18e-06,,42,1
+9,10000000,2770.0,64,True,798630,0.86851778,0.01530451,31112,0.01718841,False,0.59596985,0.70803352,4.18e-06,,42,2
+10,10000000,7833.4375,32,False,461881,0.52157996,0.00058786,20894,0.07745616,False,,,,,42,0
+10,10000000,7442.1875,32,False,461881,0.52157996,0.00058786,20894,0.07745616,False,,,,,42,1
+10,10000000,9906.875,32,False,461881,0.52157996,0.00058786,20894,0.07745616,False,,,,,42,2
+11,10000000,2570.0,16,False,169988,0.99363806,0.01624032,9199,0.10733491,False,,,,,42,0
+11,10000000,1190.0,16,False,169988,0.99363806,0.01624032,9199,0.10733491,False,,,,,42,1
+11,10000000,2770.0,16,False,169988,0.99363806,0.01624032,9199,0.10733491,False,,,,,42,2
+12,10000000,1850.4688,16,True,316850,0.99023136,0.00428534,20585,0.03026762,False,0.21703948,0.58891844,4.43e-06,,42,0
+12,10000000,1772.4219,16,True,316850,0.99023136,0.00428534,20585,0.03026762,False,0.21703948,0.58891844,4.43e-06,,42,1
+12,10000000,2557.0312,16,True,316850,0.99023136,0.00428534,20585,0.03026762,False,0.21703948,0.58891844,4.43e-06,,42,2
 13,10000000,2198.75,32,True,749613,0.66079138,6.09e-06,15202,0.07472395,True,0.14178576,0.86854283,5.4e-07,537.0,42,0
 13,10000000,1791.6406,32,True,749613,0.66079138,6.09e-06,15202,0.07472395,True,0.14178576,0.86854283,5.4e-07,537.0,42,1
 13,10000000,4426.7188,32,True,749613,0.66079138,6.09e-06,15202,0.07472395,True,0.14178576,0.86854283,5.4e-07,537.0,42,2
 14,10000000,1033.75,32,True,538222,0.56379015,6.032e-05,19141,0.17031269,True,0.98255483,0.81890135,1.687e-05,1142.0,42,0
 14,10000000,1190.0,32,True,538222,0.56379015,6.032e-05,19141,0.17031269,True,0.98255483,0.81890135,1.687e-05,1142.0,42,1
 14,10000000,0.0,32,True,538222,0.56379015,6.032e-05,19141,0.17031269,True,0.98255483,0.81890135,1.687e-05,1142.0,42,2
-15,10000000,7896.328,16,False,557566,0.52591177,4.09e-05,19402,0.07042479,False,NaN,NaN,NaN,NaN,42,0
-15,10000000,7460.3906,16,False,557566,0.52591177,4.09e-05,19402,0.07042479,False,NaN,NaN,NaN,NaN,42,1
-15,10000000,6224.375,16,False,557566,0.52591177,4.09e-05,19402,0.07042479,False,NaN,NaN,NaN,NaN,42,2
-16,10000000,2570.0,32,True,593040,0.77177643,0.00137575,27635,0.19954083,False,0.87799798,0.13621378,7.745e-05,NaN,42,0
-16,10000000,1277.2656,32,True,593040,0.77177643,0.00137575,27635,0.19954083,False,0.87799798,0.13621378,7.745e-05,NaN,42,1
-16,10000000,0.0,32,True,593040,0.77177643,0.00137575,27635,0.19954083,False,0.87799798,0.13621378,7.745e-05,NaN,42,2
-17,10000000,1030.3906,32,True,994521,0.80572712,0.00304266,12665,0.02174515,False,0.92163346,0.06421402,3.91e-06,NaN,42,0
-17,10000000,1175.7812,32,True,994521,0.80572712,0.00304266,12665,0.02174515,False,0.92163346,0.06421402,3.91e-06,NaN,42,1
-17,10000000,1807.8906,32,True,994521,0.80572712,0.00304266,12665,0.02174515,False,0.92163346,0.06421402,3.91e-06,NaN,42,2
-18,10000000,0.0,64,True,833696,0.61004861,0.00061168,2783,0.04277121,False,0.30110423,0.50204183,0.00010304,NaN,42,0
-18,10000000,2570.0,64,True,833696,0.61004861,0.00061168,2783,0.04277121,False,0.30110423,0.50204183,0.00010304,NaN,42,1
-18,10000000,2570.0,64,True,833696,0.61004861,0.00061168,2783,0.04277121,False,0.30110423,0.50204183,0.00010304,NaN,42,2
-19,10000000,2770.0,16,False,337223,0.58927233,0.00408634,24020,0.01829808,True,NaN,NaN,NaN,714.0,42,0
-19,10000000,2570.0,16,False,337223,0.58927233,0.00408634,24020,0.01829808,True,NaN,NaN,NaN,714.0,42,1
-19,10000000,2570.0,16,False,337223,0.58927233,0.00408634,24020,0.01829808,True,NaN,NaN,NaN,714.0,42,2
-20,10000000,2011.25,16,True,323942,0.71085197,0.01296938,23204,0.02220917,False,0.18361757,0.05649631,9.6e-07,NaN,42,0
-20,10000000,2769.1406,16,True,323942,0.71085197,0.01296938,23204,0.02220917,False,0.18361757,0.05649631,9.6e-07,NaN,42,1
-20,10000000,1435.4688,16,True,323942,0.71085197,0.01296938,23204,0.02220917,False,0.18361757,0.05649631,9.6e-07,NaN,42,2
-21,10000000,2770.0,64,False,245907,0.92320392,5.271e-05,13336,0.16008376,False,NaN,NaN,NaN,NaN,42,0
-21,10000000,1190.0,64,False,245907,0.92320392,5.271e-05,13336,0.16008376,False,NaN,NaN,NaN,NaN,42,1
-21,10000000,2570.0,64,False,245907,0.92320392,5.271e-05,13336,0.16008376,False,NaN,NaN,NaN,NaN,42,2
-22,10000000,4155.2344,64,False,665204,0.55764101,0.00018868,3691,0.13956147,True,NaN,NaN,NaN,318.0,42,0
-22,10000000,4219.0625,64,False,665204,0.55764101,0.00018868,3691,0.13956147,True,NaN,NaN,NaN,318.0,42,1
-22,10000000,3483.5938,64,False,665204,0.55764101,0.00018868,3691,0.13956147,True,NaN,NaN,NaN,318.0,42,2
+15,10000000,7896.328,16,False,557566,0.52591177,4.09e-05,19402,0.07042479,False,,,,,42,0
+15,10000000,7460.3906,16,False,557566,0.52591177,4.09e-05,19402,0.07042479,False,,,,,42,1
+15,10000000,6224.375,16,False,557566,0.52591177,4.09e-05,19402,0.07042479,False,,,,,42,2
+16,10000000,2570.0,32,True,593040,0.77177643,0.00137575,27635,0.19954083,False,0.87799798,0.13621378,7.745e-05,,42,0
+16,10000000,1277.2656,32,True,593040,0.77177643,0.00137575,27635,0.19954083,False,0.87799798,0.13621378,7.745e-05,,42,1
+16,10000000,0.0,32,True,593040,0.77177643,0.00137575,27635,0.19954083,False,0.87799798,0.13621378,7.745e-05,,42,2
+17,10000000,1030.3906,32,True,994521,0.80572712,0.00304266,12665,0.02174515,False,0.92163346,0.06421402,3.91e-06,,42,0
+17,10000000,1175.7812,32,True,994521,0.80572712,0.00304266,12665,0.02174515,False,0.92163346,0.06421402,3.91e-06,,42,1
+17,10000000,1807.8906,32,True,994521,0.80572712,0.00304266,12665,0.02174515,False,0.92163346,0.06421402,3.91e-06,,42,2
+18,10000000,0.0,64,True,833696,0.61004861,0.00061168,2783,0.04277121,False,0.30110423,0.50204183,0.00010304,,42,0
+18,10000000,2570.0,64,True,833696,0.61004861,0.00061168,2783,0.04277121,False,0.30110423,0.50204183,0.00010304,,42,1
+18,10000000,2570.0,64,True,833696,0.61004861,0.00061168,2783,0.04277121,False,0.30110423,0.50204183,0.00010304,,42,2
+19,10000000,2770.0,16,False,337223,0.58927233,0.00408634,24020,0.01829808,True,,,,714.0,42,0
+19,10000000,2570.0,16,False,337223,0.58927233,0.00408634,24020,0.01829808,True,,,,714.0,42,1
+19,10000000,2570.0,16,False,337223,0.58927233,0.00408634,24020,0.01829808,True,,,,714.0,42,2
+20,10000000,2011.25,16,True,323942,0.71085197,0.01296938,23204,0.02220917,False,0.18361757,0.05649631,9.6e-07,,42,0
+20,10000000,2769.1406,16,True,323942,0.71085197,0.01296938,23204,0.02220917,False,0.18361757,0.05649631,9.6e-07,,42,1
+20,10000000,1435.4688,16,True,323942,0.71085197,0.01296938,23204,0.02220917,False,0.18361757,0.05649631,9.6e-07,,42,2
+21,10000000,2770.0,64,False,245907,0.92320392,5.271e-05,13336,0.16008376,False,,,,,42,0
+21,10000000,1190.0,64,False,245907,0.92320392,5.271e-05,13336,0.16008376,False,,,,,42,1
+21,10000000,2570.0,64,False,245907,0.92320392,5.271e-05,13336,0.16008376,False,,,,,42,2
+22,10000000,4155.2344,64,False,665204,0.55764101,0.00018868,3691,0.13956147,True,,,,318.0,42,0
+22,10000000,4219.0625,64,False,665204,0.55764101,0.00018868,3691,0.13956147,True,,,,318.0,42,1
+22,10000000,3483.5938,64,False,665204,0.55764101,0.00018868,3691,0.13956147,True,,,,318.0,42,2
 23,10000000,0.0,64,True,33757,0.64850144,0.03562013,11450,0.01879279,True,0.07433655,0.12913537,0.00020175,1044.0,42,0
 23,10000000,2770.0,64,True,33757,0.64850144,0.03562013,11450,0.01879279,True,0.07433655,0.12913537,0.00020175,1044.0,42,1
 23,10000000,1190.0,64,True,33757,0.64850144,0.03562013,11450,0.01879279,True,0.07433655,0.12913537,0.00020175,1044.0,42,2
-24,10000000,0.0,32,True,324581,0.51743258,2.316e-05,14798,0.0569968,False,0.68642618,0.59648371,1.17e-06,NaN,42,0
-24,10000000,0.0,32,True,324581,0.51743258,2.316e-05,14798,0.0569968,False,0.68642618,0.59648371,1.17e-06,NaN,42,1
-24,10000000,0.0,32,True,324581,0.51743258,2.316e-05,14798,0.0569968,False,0.68642618,0.59648371,1.17e-06,NaN,42,2
-25,10000000,2570.0,16,True,49898,0.93953574,1.01e-06,31244,0.12673089,False,0.43791838,0.79091891,0.00012132,NaN,42,0
-25,10000000,2770.0,16,True,49898,0.93953574,1.01e-06,31244,0.12673089,False,0.43791838,0.79091891,0.00012132,NaN,42,1
-25,10000000,2570.0,16,True,49898,0.93953574,1.01e-06,31244,0.12673089,False,0.43791838,0.79091891,0.00012132,NaN,42,2
-26,10000000,3773.6719,16,True,506958,0.50051474,0.0186659,15022,0.05537865,False,0.76249314,0.74837864,7.69e-06,NaN,42,0
-26,10000000,1820.7812,16,True,506958,0.50051474,0.0186659,15022,0.05537865,False,0.76249314,0.74837864,7.69e-06,NaN,42,1
-26,10000000,6519.5312,16,True,506958,0.50051474,0.0186659,15022,0.05537865,False,0.76249314,0.74837864,7.69e-06,NaN,42,2
-27,10000000,1794.375,64,True,48861,0.84278264,0.00081256,5191,0.07971347,False,0.48570188,0.50389927,2.02e-06,NaN,42,0
-27,10000000,1017.34375,64,True,48861,0.84278264,0.00081256,5191,0.07971347,False,0.48570188,0.50389927,2.02e-06,NaN,42,1
-27,10000000,4440.2344,64,True,48861,0.84278264,0.00081256,5191,0.07971347,False,0.48570188,0.50389927,2.02e-06,NaN,42,2
-28,10000000,3360.2344,32,False,943531,0.85323786,0.00350996,25850,0.11104729,False,NaN,NaN,NaN,NaN,42,0
-28,10000000,2947.7344,32,False,943531,0.85323786,0.00350996,25850,0.11104729,False,NaN,NaN,NaN,NaN,42,1
-28,10000000,2570.0,32,False,943531,0.85323786,0.00350996,25850,0.11104729,False,NaN,NaN,NaN,NaN,42,2
+24,10000000,0.0,32,True,324581,0.51743258,2.316e-05,14798,0.0569968,False,0.68642618,0.59648371,1.17e-06,,42,0
+24,10000000,0.0,32,True,324581,0.51743258,2.316e-05,14798,0.0569968,False,0.68642618,0.59648371,1.17e-06,,42,1
+24,10000000,0.0,32,True,324581,0.51743258,2.316e-05,14798,0.0569968,False,0.68642618,0.59648371,1.17e-06,,42,2
+25,10000000,2570.0,16,True,49898,0.93953574,1.01e-06,31244,0.12673089,False,0.43791838,0.79091891,0.00012132,,42,0
+25,10000000,2770.0,16,True,49898,0.93953574,1.01e-06,31244,0.12673089,False,0.43791838,0.79091891,0.00012132,,42,1
+25,10000000,2570.0,16,True,49898,0.93953574,1.01e-06,31244,0.12673089,False,0.43791838,0.79091891,0.00012132,,42,2
+26,10000000,3773.6719,16,True,506958,0.50051474,0.0186659,15022,0.05537865,False,0.76249314,0.74837864,7.69e-06,,42,0
+26,10000000,1820.7812,16,True,506958,0.50051474,0.0186659,15022,0.05537865,False,0.76249314,0.74837864,7.69e-06,,42,1
+26,10000000,6519.5312,16,True,506958,0.50051474,0.0186659,15022,0.05537865,False,0.76249314,0.74837864,7.69e-06,,42,2
+27,10000000,1794.375,64,True,48861,0.84278264,0.00081256,5191,0.07971347,False,0.48570188,0.50389927,2.02e-06,,42,0
+27,10000000,1017.34375,64,True,48861,0.84278264,0.00081256,5191,0.07971347,False,0.48570188,0.50389927,2.02e-06,,42,1
+27,10000000,4440.2344,64,True,48861,0.84278264,0.00081256,5191,0.07971347,False,0.48570188,0.50389927,2.02e-06,,42,2
+28,10000000,3360.2344,32,False,943531,0.85323786,0.00350996,25850,0.11104729,False,,,,,42,0
+28,10000000,2947.7344,32,False,943531,0.85323786,0.00350996,25850,0.11104729,False,,,,,42,1
+28,10000000,2570.0,32,False,943531,0.85323786,0.00350996,25850,0.11104729,False,,,,,42,2
 29,10000000,0.0,64,True,521008,0.87135326,1.59e-06,23039,0.15879826,True,0.73578189,0.24516789,9.7e-07,130.0,42,0
 29,10000000,0.0,64,True,521008,0.87135326,1.59e-06,23039,0.15879826,True,0.73578189,0.24516789,9.7e-07,130.0,42,1
 29,10000000,1190.0,64,True,521008,0.87135326,1.59e-06,23039,0.15879826,True,0.73578189,0.24516789,9.7e-07,130.0,42,2
-30,10000000,0.0,16,True,62391,0.61733702,0.00222306,11576,0.00829761,False,0.56255885,0.2388196,2.3e-07,NaN,42,0
-30,10000000,0.0,16,True,62391,0.61733702,0.00222306,11576,0.00829761,False,0.56255885,0.2388196,2.3e-07,NaN,42,1
-30,10000000,2672.8125,16,True,62391,0.61733702,0.00222306,11576,0.00829761,False,0.56255885,0.2388196,2.3e-07,NaN,42,2
-31,10000000,0.0,32,True,331953,0.56287076,6.48e-06,27118,0.16778494,False,0.12197872,0.82857049,2.629e-05,NaN,42,0
-31,10000000,1190.0,32,True,331953,0.56287076,6.48e-06,27118,0.16778494,False,0.12197872,0.82857049,2.629e-05,NaN,42,1
-31,10000000,2770.0,32,True,331953,0.56287076,6.48e-06,27118,0.16778494,False,0.12197872,0.82857049,2.629e-05,NaN,42,2
-0,10000000,3832.2656,64,False,837185,0.60934248,0.01249455,30294,0.046164,False,NaN,NaN,NaN,NaN,45,0
-0,10000000,4190.3906,64,False,837185,0.60934248,0.01249455,30294,0.046164,False,NaN,NaN,NaN,NaN,45,1
-0,10000000,3611.4844,64,False,837185,0.60934248,0.01249455,30294,0.046164,False,NaN,NaN,NaN,NaN,45,2
-1,10000000,0.0,32,False,748119,0.51417741,0.0149344,17478,0.04096891,True,NaN,NaN,NaN,722.0,45,0
-1,10000000,2570.0,32,False,748119,0.51417741,0.0149344,17478,0.04096891,True,NaN,NaN,NaN,722.0,45,1
-1,10000000,2570.0,32,False,748119,0.51417741,0.0149344,17478,0.04096891,True,NaN,NaN,NaN,722.0,45,2
+30,10000000,0.0,16,True,62391,0.61733702,0.00222306,11576,0.00829761,False,0.56255885,0.2388196,2.3e-07,,42,0
+30,10000000,0.0,16,True,62391,0.61733702,0.00222306,11576,0.00829761,False,0.56255885,0.2388196,2.3e-07,,42,1
+30,10000000,2672.8125,16,True,62391,0.61733702,0.00222306,11576,0.00829761,False,0.56255885,0.2388196,2.3e-07,,42,2
+31,10000000,0.0,32,True,331953,0.56287076,6.48e-06,27118,0.16778494,False,0.12197872,0.82857049,2.629e-05,,42,0
+31,10000000,1190.0,32,True,331953,0.56287076,6.48e-06,27118,0.16778494,False,0.12197872,0.82857049,2.629e-05,,42,1
+31,10000000,2770.0,32,True,331953,0.56287076,6.48e-06,27118,0.16778494,False,0.12197872,0.82857049,2.629e-05,,42,2
+0,10000000,3832.2656,64,False,837185,0.60934248,0.01249455,30294,0.046164,False,,,,,45,0
+0,10000000,4190.3906,64,False,837185,0.60934248,0.01249455,30294,0.046164,False,,,,,45,1
+0,10000000,3611.4844,64,False,837185,0.60934248,0.01249455,30294,0.046164,False,,,,,45,2
+1,10000000,0.0,32,False,748119,0.51417741,0.0149344,17478,0.04096891,True,,,,722.0,45,0
+1,10000000,2570.0,32,False,748119,0.51417741,0.0149344,17478,0.04096891,True,,,,722.0,45,1
+1,10000000,2570.0,32,False,748119,0.51417741,0.0149344,17478,0.04096891,True,,,,722.0,45,2
 2,10000000,0.0,64,True,33243,0.78549285,1.36e-05,7633,0.08237452,True,0.15617633,0.12237723,0.00017346,714.0,45,0
 2,10000000,0.0,64,True,33243,0.78549285,1.36e-05,7633,0.08237452,True,0.15617633,0.12237723,0.00017346,714.0,45,1
 2,10000000,2570.0,64,True,33243,0.78549285,1.36e-05,7633,0.08237452,True,0.15617633,0.12237723,0.00017346,714.0,45,2
-3,10000000,2570.0,16,False,411701,0.81430974,1.474e-05,19267,0.06293144,False,NaN,NaN,NaN,NaN,45,0
-3,10000000,1190.0,16,False,411701,0.81430974,1.474e-05,19267,0.06293144,False,NaN,NaN,NaN,NaN,45,1
-3,10000000,2570.0,16,False,411701,0.81430974,1.474e-05,19267,0.06293144,False,NaN,NaN,NaN,NaN,45,2
-4,10000000,1190.0,16,False,720659,0.97182096,8.52e-06,12567,0.10926124,True,NaN,NaN,NaN,1458.0,45,0
-4,10000000,0.0,16,False,720659,0.97182096,8.52e-06,12567,0.10926124,True,NaN,NaN,NaN,1458.0,45,1
-4,10000000,0.0,16,False,720659,0.97182096,8.52e-06,12567,0.10926124,True,NaN,NaN,NaN,1458.0,45,2
-5,10000000,0.0,64,True,213395,0.98821614,0.00032639,25975,0.10463475,False,0.78112237,0.27668228,5.16e-06,NaN,45,0
-5,10000000,1190.0,64,True,213395,0.98821614,0.00032639,25975,0.10463475,False,0.78112237,0.27668228,5.16e-06,NaN,45,1
-5,10000000,2770.0,64,True,213395,0.98821614,0.00032639,25975,0.10463475,False,0.78112237,0.27668228,5.16e-06,NaN,45,2
-6,10000000,2770.0,64,True,400764,0.58444982,0.01002003,6286,0.01490956,False,0.62206881,0.51208848,9.2e-07,NaN,45,0
-6,10000000,0.0,64,True,400764,0.58444982,0.01002003,6286,0.01490956,False,0.62206881,0.51208848,9.2e-07,NaN,45,1
-6,10000000,2770.0,64,True,400764,0.58444982,0.01002003,6286,0.01490956,False,0.62206881,0.51208848,9.2e-07,NaN,45,2
-7,10000000,8037.2656,64,False,763278,0.96053412,0.03250372,13563,0.11220367,False,NaN,NaN,NaN,NaN,45,0
-7,10000000,6200.625,64,False,763278,0.96053412,0.03250372,13563,0.11220367,False,NaN,NaN,NaN,NaN,45,1
-7,10000000,6699.5312,64,False,763278,0.96053412,0.03250372,13563,0.11220367,False,NaN,NaN,NaN,NaN,45,2
-8,10000000,0.0,64,False,427484,0.71726098,0.00011798,6508,0.07234746,True,NaN,NaN,NaN,813.0,45,0
-8,10000000,1190.0,64,False,427484,0.71726098,0.00011798,6508,0.07234746,True,NaN,NaN,NaN,813.0,45,1
-8,10000000,1190.0,64,False,427484,0.71726098,0.00011798,6508,0.07234746,True,NaN,NaN,NaN,813.0,45,2
-9,10000000,3078.2812,32,False,698799,0.70472129,0.00025196,7938,0.04767581,True,NaN,NaN,NaN,1693.0,45,0
-9,10000000,2963.75,32,False,698799,0.70472129,0.00025196,7938,0.04767581,True,NaN,NaN,NaN,1693.0,45,1
-9,10000000,1818.3594,32,False,698799,0.70472129,0.00025196,7938,0.04767581,True,NaN,NaN,NaN,1693.0,45,2
+3,10000000,2570.0,16,False,411701,0.81430974,1.474e-05,19267,0.06293144,False,,,,,45,0
+3,10000000,1190.0,16,False,411701,0.81430974,1.474e-05,19267,0.06293144,False,,,,,45,1
+3,10000000,2570.0,16,False,411701,0.81430974,1.474e-05,19267,0.06293144,False,,,,,45,2
+4,10000000,1190.0,16,False,720659,0.97182096,8.52e-06,12567,0.10926124,True,,,,1458.0,45,0
+4,10000000,0.0,16,False,720659,0.97182096,8.52e-06,12567,0.10926124,True,,,,1458.0,45,1
+4,10000000,0.0,16,False,720659,0.97182096,8.52e-06,12567,0.10926124,True,,,,1458.0,45,2
+5,10000000,0.0,64,True,213395,0.98821614,0.00032639,25975,0.10463475,False,0.78112237,0.27668228,5.16e-06,,45,0
+5,10000000,1190.0,64,True,213395,0.98821614,0.00032639,25975,0.10463475,False,0.78112237,0.27668228,5.16e-06,,45,1
+5,10000000,2770.0,64,True,213395,0.98821614,0.00032639,25975,0.10463475,False,0.78112237,0.27668228,5.16e-06,,45,2
+6,10000000,2770.0,64,True,400764,0.58444982,0.01002003,6286,0.01490956,False,0.62206881,0.51208848,9.2e-07,,45,0
+6,10000000,0.0,64,True,400764,0.58444982,0.01002003,6286,0.01490956,False,0.62206881,0.51208848,9.2e-07,,45,1
+6,10000000,2770.0,64,True,400764,0.58444982,0.01002003,6286,0.01490956,False,0.62206881,0.51208848,9.2e-07,,45,2
+7,10000000,8037.2656,64,False,763278,0.96053412,0.03250372,13563,0.11220367,False,,,,,45,0
+7,10000000,6200.625,64,False,763278,0.96053412,0.03250372,13563,0.11220367,False,,,,,45,1
+7,10000000,6699.5312,64,False,763278,0.96053412,0.03250372,13563,0.11220367,False,,,,,45,2
+8,10000000,0.0,64,False,427484,0.71726098,0.00011798,6508,0.07234746,True,,,,813.0,45,0
+8,10000000,1190.0,64,False,427484,0.71726098,0.00011798,6508,0.07234746,True,,,,813.0,45,1
+8,10000000,1190.0,64,False,427484,0.71726098,0.00011798,6508,0.07234746,True,,,,813.0,45,2
+9,10000000,3078.2812,32,False,698799,0.70472129,0.00025196,7938,0.04767581,True,,,,1693.0,45,0
+9,10000000,2963.75,32,False,698799,0.70472129,0.00025196,7938,0.04767581,True,,,,1693.0,45,1
+9,10000000,1818.3594,32,False,698799,0.70472129,0.00025196,7938,0.04767581,True,,,,1693.0,45,2
 10,10000000,1190.0,64,True,711095,0.70349459,7.405e-05,16088,0.04507935,True,0.63502363,0.98109771,8.04e-06,916.0,45,0
 10,10000000,0.0,64,True,711095,0.70349459,7.405e-05,16088,0.04507935,True,0.63502363,0.98109771,8.04e-06,916.0,45,1
 10,10000000,1190.0,64,True,711095,0.70349459,7.405e-05,16088,0.04507935,True,0.63502363,0.98109771,8.04e-06,916.0,45,2
-11,10000000,5537.8906,16,True,800471,0.80573947,2.534e-05,30240,0.13823277,False,0.53147786,0.80343439,0.00092926,NaN,45,0
-11,10000000,4410.547,16,True,800471,0.80573947,2.534e-05,30240,0.13823277,False,0.53147786,0.80343439,0.00092926,NaN,45,1
-11,10000000,8774.531,16,True,800471,0.80573947,2.534e-05,30240,0.13823277,False,0.53147786,0.80343439,0.00092926,NaN,45,2
-12,10000000,7987.578,16,False,293356,0.88236494,0.00010944,13851,0.07211582,False,NaN,NaN,NaN,NaN,45,0
-12,10000000,7037.3438,16,False,293356,0.88236494,0.00010944,13851,0.07211582,False,NaN,NaN,NaN,NaN,45,1
-12,10000000,6187.1875,16,False,293356,0.88236494,0.00010944,13851,0.07211582,False,NaN,NaN,NaN,NaN,45,2
-13,10000000,2770.0,64,True,862745,0.64504648,5.57e-06,30331,0.13883241,False,0.37270377,0.14941589,0.00014503,NaN,45,0
-13,10000000,2570.0,64,True,862745,0.64504648,5.57e-06,30331,0.13883241,False,0.37270377,0.14941589,0.00014503,NaN,45,1
-13,10000000,2570.0,64,True,862745,0.64504648,5.57e-06,30331,0.13883241,False,0.37270377,0.14941589,0.00014503,NaN,45,2
-14,10000000,0.0,64,True,17544,0.87220035,1.34e-06,17045,0.1440217,False,0.35769599,0.24599159,1.2e-07,NaN,45,0
-14,10000000,2704.7656,64,True,17544,0.87220035,1.34e-06,17045,0.1440217,False,0.35769599,0.24599159,1.2e-07,NaN,45,1
-14,10000000,1770.3125,64,True,17544,0.87220035,1.34e-06,17045,0.1440217,False,0.35769599,0.24599159,1.2e-07,NaN,45,2
-15,10000000,1190.0,32,False,499124,0.66865818,0.00012868,26085,0.01639198,False,NaN,NaN,NaN,NaN,45,0
-15,10000000,2770.0,32,False,499124,0.66865818,0.00012868,26085,0.01639198,False,NaN,NaN,NaN,NaN,45,1
-15,10000000,0.0,32,False,499124,0.66865818,0.00012868,26085,0.01639198,False,NaN,NaN,NaN,NaN,45,2
-16,10000000,1190.0,32,True,251754,0.50459537,0.00011542,11245,0.14602219,False,0.92330931,0.7572416,1.32e-06,NaN,45,0
-16,10000000,0.0,32,True,251754,0.50459537,0.00011542,11245,0.14602219,False,0.92330931,0.7572416,1.32e-06,NaN,45,1
-16,10000000,1190.0,32,True,251754,0.50459537,0.00011542,11245,0.14602219,False,0.92330931,0.7572416,1.32e-06,NaN,45,2
+11,10000000,5537.8906,16,True,800471,0.80573947,2.534e-05,30240,0.13823277,False,0.53147786,0.80343439,0.00092926,,45,0
+11,10000000,4410.547,16,True,800471,0.80573947,2.534e-05,30240,0.13823277,False,0.53147786,0.80343439,0.00092926,,45,1
+11,10000000,8774.531,16,True,800471,0.80573947,2.534e-05,30240,0.13823277,False,0.53147786,0.80343439,0.00092926,,45,2
+12,10000000,7987.578,16,False,293356,0.88236494,0.00010944,13851,0.07211582,False,,,,,45,0
+12,10000000,7037.3438,16,False,293356,0.88236494,0.00010944,13851,0.07211582,False,,,,,45,1
+12,10000000,6187.1875,16,False,293356,0.88236494,0.00010944,13851,0.07211582,False,,,,,45,2
+13,10000000,2770.0,64,True,862745,0.64504648,5.57e-06,30331,0.13883241,False,0.37270377,0.14941589,0.00014503,,45,0
+13,10000000,2570.0,64,True,862745,0.64504648,5.57e-06,30331,0.13883241,False,0.37270377,0.14941589,0.00014503,,45,1
+13,10000000,2570.0,64,True,862745,0.64504648,5.57e-06,30331,0.13883241,False,0.37270377,0.14941589,0.00014503,,45,2
+14,10000000,0.0,64,True,17544,0.87220035,1.34e-06,17045,0.1440217,False,0.35769599,0.24599159,1.2e-07,,45,0
+14,10000000,2704.7656,64,True,17544,0.87220035,1.34e-06,17045,0.1440217,False,0.35769599,0.24599159,1.2e-07,,45,1
+14,10000000,1770.3125,64,True,17544,0.87220035,1.34e-06,17045,0.1440217,False,0.35769599,0.24599159,1.2e-07,,45,2
+15,10000000,1190.0,32,False,499124,0.66865818,0.00012868,26085,0.01639198,False,,,,,45,0
+15,10000000,2770.0,32,False,499124,0.66865818,0.00012868,26085,0.01639198,False,,,,,45,1
+15,10000000,0.0,32,False,499124,0.66865818,0.00012868,26085,0.01639198,False,,,,,45,2
+16,10000000,1190.0,32,True,251754,0.50459537,0.00011542,11245,0.14602219,False,0.92330931,0.7572416,1.32e-06,,45,0
+16,10000000,0.0,32,True,251754,0.50459537,0.00011542,11245,0.14602219,False,0.92330931,0.7572416,1.32e-06,,45,1
+16,10000000,1190.0,32,True,251754,0.50459537,0.00011542,11245,0.14602219,False,0.92330931,0.7572416,1.32e-06,,45,2
 17,10000000,0.0,16,True,934655,0.94549454,0.0006448,32188,0.07218684,True,0.24804639,0.27688635,8.8e-07,619.0,45,0
 17,10000000,270.0,16,True,934655,0.94549454,0.0006448,32188,0.07218684,True,0.24804639,0.27688635,8.8e-07,619.0,45,1
 17,10000000,1190.0,16,True,934655,0.94549454,0.0006448,32188,0.07218684,True,0.24804639,0.27688635,8.8e-07,619.0,45,2
 18,10000000,2250.8594,64,True,843944,0.52993895,6.515e-05,27971,0.05603194,True,0.38637474,0.34378629,1.01e-06,1268.0,45,0
 18,10000000,5799.297,64,True,843944,0.52993895,6.515e-05,27971,0.05603194,True,0.38637474,0.34378629,1.01e-06,1268.0,45,1
 18,10000000,4779.297,64,True,843944,0.52993895,6.515e-05,27971,0.05603194,True,0.38637474,0.34378629,1.01e-06,1268.0,45,2
-19,10000000,0.0,16,False,486987,0.6988832,6.87e-05,26627,0.17082156,True,NaN,NaN,NaN,592.0,45,0
-19,10000000,2770.0,16,False,486987,0.6988832,6.87e-05,26627,0.17082156,True,NaN,NaN,NaN,592.0,45,1
-19,10000000,2770.0,16,False,486987,0.6988832,6.87e-05,26627,0.17082156,True,NaN,NaN,NaN,592.0,45,2
-20,10000000,1553.2031,32,True,704751,0.75045395,0.00473661,20133,0.15286141,False,0.43603291,0.20553747,2.4e-06,NaN,45,0
-20,10000000,2570.0,32,True,704751,0.75045395,0.00473661,20133,0.15286141,False,0.43603291,0.20553747,2.4e-06,NaN,45,1
-20,10000000,0.0,32,True,704751,0.75045395,0.00473661,20133,0.15286141,False,0.43603291,0.20553747,2.4e-06,NaN,45,2
-21,10000000,1190.0,64,True,756848,0.82006794,0.00036961,24304,0.16668876,False,0.55898618,0.40855784,1.7e-07,NaN,45,0
-21,10000000,2570.0,64,True,756848,0.82006794,0.00036961,24304,0.16668876,False,0.55898618,0.40855784,1.7e-07,NaN,45,1
-21,10000000,1190.0,64,True,756848,0.82006794,0.00036961,24304,0.16668876,False,0.55898618,0.40855784,1.7e-07,NaN,45,2
-22,10000000,4142.0312,64,False,211536,0.5735152,0.03186029,23787,0.13127414,True,NaN,NaN,NaN,1640.0,45,0
-22,10000000,2800.3906,64,False,211536,0.5735152,0.03186029,23787,0.13127414,True,NaN,NaN,NaN,1640.0,45,1
-22,10000000,1722.1875,64,False,211536,0.5735152,0.03186029,23787,0.13127414,True,NaN,NaN,NaN,1640.0,45,2
-23,10000000,6410.3125,16,True,998720,0.93564497,1.266e-05,13942,0.11115343,False,0.83211685,0.06332554,2.43e-06,NaN,45,0
-23,10000000,4271.5625,16,True,998720,0.93564497,1.266e-05,13942,0.11115343,False,0.83211685,0.06332554,2.43e-06,NaN,45,1
-23,10000000,4785.3906,16,True,998720,0.93564497,1.266e-05,13942,0.11115343,False,0.83211685,0.06332554,2.43e-06,NaN,45,2
-24,10000000,4481.797,64,True,880565,0.7617753,0.00044985,1864,0.08560807,False,0.30390185,0.71119577,0.00063742,NaN,45,0
-24,10000000,2247.1094,64,True,880565,0.7617753,0.00044985,1864,0.08560807,False,0.30390185,0.71119577,0.00063742,NaN,45,1
-24,10000000,3585.3125,64,True,880565,0.7617753,0.00044985,1864,0.08560807,False,0.30390185,0.71119577,0.00063742,NaN,45,2
-25,10000000,2786.4844,32,True,532570,0.53631285,0.00579173,31991,0.12715917,False,0.57720295,0.90278465,0.00080943,NaN,45,0
-25,10000000,3344.6875,32,True,532570,0.53631285,0.00579173,31991,0.12715917,False,0.57720295,0.90278465,0.00080943,NaN,45,1
-25,10000000,2490.2344,32,True,532570,0.53631285,0.00579173,31991,0.12715917,False,0.57720295,0.90278465,0.00080943,NaN,45,2
-26,10000000,3075.7031,16,True,961010,0.62988177,0.00309472,15496,0.13597147,False,0.84401892,0.45552765,1.177e-05,NaN,45,0
-26,10000000,2282.7344,16,True,961010,0.62988177,0.00309472,15496,0.13597147,False,0.84401892,0.45552765,1.177e-05,NaN,45,1
-26,10000000,3130.1562,16,True,961010,0.62988177,0.00309472,15496,0.13597147,False,0.84401892,0.45552765,1.177e-05,NaN,45,2
-27,10000000,6307.2656,16,False,90767,0.76534557,6.56e-06,15883,0.10994409,True,NaN,NaN,NaN,1923.0,45,0
-27,10000000,3875.9375,16,False,90767,0.76534557,6.56e-06,15883,0.10994409,True,NaN,NaN,NaN,1923.0,45,1
-27,10000000,5269.922,16,False,90767,0.76534557,6.56e-06,15883,0.10994409,True,NaN,NaN,NaN,1923.0,45,2
-28,10000000,0.0,32,False,728365,0.67152924,2.027e-05,3514,0.09799926,True,NaN,NaN,NaN,1179.0,45,0
-28,10000000,1190.0,32,False,728365,0.67152924,2.027e-05,3514,0.09799926,True,NaN,NaN,NaN,1179.0,45,1
-28,10000000,0.0,32,False,728365,0.67152924,2.027e-05,3514,0.09799926,True,NaN,NaN,NaN,1179.0,45,2
-29,10000000,1332.6562,32,True,377967,0.53621336,7.173e-05,27947,0.02713309,False,0.39488728,0.0144529,0.00069043,NaN,45,0
-29,10000000,2770.0,32,True,377967,0.53621336,7.173e-05,27947,0.02713309,False,0.39488728,0.0144529,0.00069043,NaN,45,1
-29,10000000,2381.7188,32,True,377967,0.53621336,7.173e-05,27947,0.02713309,False,0.39488728,0.0144529,0.00069043,NaN,45,2
+19,10000000,0.0,16,False,486987,0.6988832,6.87e-05,26627,0.17082156,True,,,,592.0,45,0
+19,10000000,2770.0,16,False,486987,0.6988832,6.87e-05,26627,0.17082156,True,,,,592.0,45,1
+19,10000000,2770.0,16,False,486987,0.6988832,6.87e-05,26627,0.17082156,True,,,,592.0,45,2
+20,10000000,1553.2031,32,True,704751,0.75045395,0.00473661,20133,0.15286141,False,0.43603291,0.20553747,2.4e-06,,45,0
+20,10000000,2570.0,32,True,704751,0.75045395,0.00473661,20133,0.15286141,False,0.43603291,0.20553747,2.4e-06,,45,1
+20,10000000,0.0,32,True,704751,0.75045395,0.00473661,20133,0.15286141,False,0.43603291,0.20553747,2.4e-06,,45,2
+21,10000000,1190.0,64,True,756848,0.82006794,0.00036961,24304,0.16668876,False,0.55898618,0.40855784,1.7e-07,,45,0
+21,10000000,2570.0,64,True,756848,0.82006794,0.00036961,24304,0.16668876,False,0.55898618,0.40855784,1.7e-07,,45,1
+21,10000000,1190.0,64,True,756848,0.82006794,0.00036961,24304,0.16668876,False,0.55898618,0.40855784,1.7e-07,,45,2
+22,10000000,4142.0312,64,False,211536,0.5735152,0.03186029,23787,0.13127414,True,,,,1640.0,45,0
+22,10000000,2800.3906,64,False,211536,0.5735152,0.03186029,23787,0.13127414,True,,,,1640.0,45,1
+22,10000000,1722.1875,64,False,211536,0.5735152,0.03186029,23787,0.13127414,True,,,,1640.0,45,2
+23,10000000,6410.3125,16,True,998720,0.93564497,1.266e-05,13942,0.11115343,False,0.83211685,0.06332554,2.43e-06,,45,0
+23,10000000,4271.5625,16,True,998720,0.93564497,1.266e-05,13942,0.11115343,False,0.83211685,0.06332554,2.43e-06,,45,1
+23,10000000,4785.3906,16,True,998720,0.93564497,1.266e-05,13942,0.11115343,False,0.83211685,0.06332554,2.43e-06,,45,2
+24,10000000,4481.797,64,True,880565,0.7617753,0.00044985,1864,0.08560807,False,0.30390185,0.71119577,0.00063742,,45,0
+24,10000000,2247.1094,64,True,880565,0.7617753,0.00044985,1864,0.08560807,False,0.30390185,0.71119577,0.00063742,,45,1
+24,10000000,3585.3125,64,True,880565,0.7617753,0.00044985,1864,0.08560807,False,0.30390185,0.71119577,0.00063742,,45,2
+25,10000000,2786.4844,32,True,532570,0.53631285,0.00579173,31991,0.12715917,False,0.57720295,0.90278465,0.00080943,,45,0
+25,10000000,3344.6875,32,True,532570,0.53631285,0.00579173,31991,0.12715917,False,0.57720295,0.90278465,0.00080943,,45,1
+25,10000000,2490.2344,32,True,532570,0.53631285,0.00579173,31991,0.12715917,False,0.57720295,0.90278465,0.00080943,,45,2
+26,10000000,3075.7031,16,True,961010,0.62988177,0.00309472,15496,0.13597147,False,0.84401892,0.45552765,1.177e-05,,45,0
+26,10000000,2282.7344,16,True,961010,0.62988177,0.00309472,15496,0.13597147,False,0.84401892,0.45552765,1.177e-05,,45,1
+26,10000000,3130.1562,16,True,961010,0.62988177,0.00309472,15496,0.13597147,False,0.84401892,0.45552765,1.177e-05,,45,2
+27,10000000,6307.2656,16,False,90767,0.76534557,6.56e-06,15883,0.10994409,True,,,,1923.0,45,0
+27,10000000,3875.9375,16,False,90767,0.76534557,6.56e-06,15883,0.10994409,True,,,,1923.0,45,1
+27,10000000,5269.922,16,False,90767,0.76534557,6.56e-06,15883,0.10994409,True,,,,1923.0,45,2
+28,10000000,0.0,32,False,728365,0.67152924,2.027e-05,3514,0.09799926,True,,,,1179.0,45,0
+28,10000000,1190.0,32,False,728365,0.67152924,2.027e-05,3514,0.09799926,True,,,,1179.0,45,1
+28,10000000,0.0,32,False,728365,0.67152924,2.027e-05,3514,0.09799926,True,,,,1179.0,45,2
+29,10000000,1332.6562,32,True,377967,0.53621336,7.173e-05,27947,0.02713309,False,0.39488728,0.0144529,0.00069043,,45,0
+29,10000000,2770.0,32,True,377967,0.53621336,7.173e-05,27947,0.02713309,False,0.39488728,0.0144529,0.00069043,,45,1
+29,10000000,2381.7188,32,True,377967,0.53621336,7.173e-05,27947,0.02713309,False,0.39488728,0.0144529,0.00069043,,45,2
 30,10000000,1184.2188,16,True,825107,0.70528816,9.84e-06,25088,0.02979732,True,0.19313655,0.68344098,7.1e-07,1292.0,45,0
 30,10000000,0.0,16,True,825107,0.70528816,9.84e-06,25088,0.02979732,True,0.19313655,0.68344098,7.1e-07,1292.0,45,1
 30,10000000,0.0,16,True,825107,0.70528816,9.84e-06,25088,0.02979732,True,0.19313655,0.68344098,7.1e-07,1292.0,45,2
 31,10000000,0.0,16,True,490611,0.55751484,0.08168719,24664,0.13528732,True,0.32081606,0.72775454,7.452e-05,660.0,45,0
 31,10000000,2570.0,16,True,490611,0.55751484,0.08168719,24664,0.13528732,True,0.32081606,0.72775454,7.452e-05,660.0,45,1
 31,10000000,2770.0,16,True,490611,0.55751484,0.08168719,24664,0.13528732,True,0.32081606,0.72775454,7.452e-05,660.0,45,2
-0,10000000,4830.078,16,False,589718,0.60405949,7.71e-06,32658,0.09228211,True,NaN,NaN,NaN,1792.0,44,0
-0,10000000,3346.5625,16,False,589718,0.60405949,7.71e-06,32658,0.09228211,True,NaN,NaN,NaN,1792.0,44,1
-0,10000000,4263.203,16,False,589718,0.60405949,7.71e-06,32658,0.09228211,True,NaN,NaN,NaN,1792.0,44,2
-1,10000000,0.0,32,False,373781,0.82853814,0.00249302,31784,0.18237157,False,NaN,NaN,NaN,NaN,44,0
-1,10000000,2570.0,32,False,373781,0.82853814,0.00249302,31784,0.18237157,False,NaN,NaN,NaN,NaN,44,1
-1,10000000,2570.0,32,False,373781,0.82853814,0.00249302,31784,0.18237157,False,NaN,NaN,NaN,NaN,44,2
+0,10000000,4830.078,16,False,589718,0.60405949,7.71e-06,32658,0.09228211,True,,,,1792.0,44,0
+0,10000000,3346.5625,16,False,589718,0.60405949,7.71e-06,32658,0.09228211,True,,,,1792.0,44,1
+0,10000000,4263.203,16,False,589718,0.60405949,7.71e-06,32658,0.09228211,True,,,,1792.0,44,2
+1,10000000,0.0,32,False,373781,0.82853814,0.00249302,31784,0.18237157,False,,,,,44,0
+1,10000000,2570.0,32,False,373781,0.82853814,0.00249302,31784,0.18237157,False,,,,,44,1
+1,10000000,2570.0,32,False,373781,0.82853814,0.00249302,31784,0.18237157,False,,,,,44,2
 2,10000000,1599.6875,64,True,953994,0.60430254,1.54e-06,18277,0.1357826,True,0.80272739,0.11989336,9.536e-05,286.0,44,0
 2,10000000,1847.8125,64,True,953994,0.60430254,1.54e-06,18277,0.1357826,True,0.80272739,0.11989336,9.536e-05,286.0,44,1
 2,10000000,3797.9688,64,True,953994,0.60430254,1.54e-06,18277,0.1357826,True,0.80272739,0.11989336,9.536e-05,286.0,44,2
-3,10000000,0.0,32,False,996307,0.99326097,0.0007336,18912,0.02704446,True,NaN,NaN,NaN,764.0,44,0
-3,10000000,1190.0,32,False,996307,0.99326097,0.0007336,18912,0.02704446,True,NaN,NaN,NaN,764.0,44,1
-3,10000000,0.0,32,False,996307,0.99326097,0.0007336,18912,0.02704446,True,NaN,NaN,NaN,764.0,44,2
-4,10000000,2166.6406,32,False,41086,0.98489732,0.00156647,30675,0.06718586,True,NaN,NaN,NaN,1576.0,44,0
-4,10000000,4453.2812,32,False,41086,0.98489732,0.00156647,30675,0.06718586,True,NaN,NaN,NaN,1576.0,44,1
-4,10000000,2416.4844,32,False,41086,0.98489732,0.00156647,30675,0.06718586,True,NaN,NaN,NaN,1576.0,44,2
-5,10000000,2736.1719,64,False,244609,0.72418253,5.67e-06,13245,0.16218756,False,NaN,NaN,NaN,NaN,44,0
-5,10000000,1600.4688,64,False,244609,0.72418253,5.67e-06,13245,0.16218756,False,NaN,NaN,NaN,NaN,44,1
-5,10000000,2310.7031,64,False,244609,0.72418253,5.67e-06,13245,0.16218756,False,NaN,NaN,NaN,NaN,44,2
-6,10000000,2570.0,64,True,905933,0.68259777,2.201e-05,2577,0.0164435,False,0.42224099,0.95876342,4.844e-05,NaN,44,0
-6,10000000,2770.0,64,True,905933,0.68259777,2.201e-05,2577,0.0164435,False,0.42224099,0.95876342,4.844e-05,NaN,44,1
-6,10000000,2770.0,64,True,905933,0.68259777,2.201e-05,2577,0.0164435,False,0.42224099,0.95876342,4.844e-05,NaN,44,2
-7,10000000,1860.1562,32,False,517087,0.66923875,6.94e-06,7381,0.00677783,False,NaN,NaN,NaN,NaN,44,0
-7,10000000,1698.2031,32,False,517087,0.66923875,6.94e-06,7381,0.00677783,False,NaN,NaN,NaN,NaN,44,1
-7,10000000,2704.9219,32,False,517087,0.66923875,6.94e-06,7381,0.00677783,False,NaN,NaN,NaN,NaN,44,2
-8,10000000,2203.4375,32,True,689164,0.54086339,0.00374298,29297,0.10460269,False,0.67268371,0.23836616,0.0001286,NaN,44,0
-8,10000000,2217.5,32,True,689164,0.54086339,0.00374298,29297,0.10460269,False,0.67268371,0.23836616,0.0001286,NaN,44,1
-8,10000000,1969.9219,32,True,689164,0.54086339,0.00374298,29297,0.10460269,False,0.67268371,0.23836616,0.0001286,NaN,44,2
+3,10000000,0.0,32,False,996307,0.99326097,0.0007336,18912,0.02704446,True,,,,764.0,44,0
+3,10000000,1190.0,32,False,996307,0.99326097,0.0007336,18912,0.02704446,True,,,,764.0,44,1
+3,10000000,0.0,32,False,996307,0.99326097,0.0007336,18912,0.02704446,True,,,,764.0,44,2
+4,10000000,2166.6406,32,False,41086,0.98489732,0.00156647,30675,0.06718586,True,,,,1576.0,44,0
+4,10000000,4453.2812,32,False,41086,0.98489732,0.00156647,30675,0.06718586,True,,,,1576.0,44,1
+4,10000000,2416.4844,32,False,41086,0.98489732,0.00156647,30675,0.06718586,True,,,,1576.0,44,2
+5,10000000,2736.1719,64,False,244609,0.72418253,5.67e-06,13245,0.16218756,False,,,,,44,0
+5,10000000,1600.4688,64,False,244609,0.72418253,5.67e-06,13245,0.16218756,False,,,,,44,1
+5,10000000,2310.7031,64,False,244609,0.72418253,5.67e-06,13245,0.16218756,False,,,,,44,2
+6,10000000,2570.0,64,True,905933,0.68259777,2.201e-05,2577,0.0164435,False,0.42224099,0.95876342,4.844e-05,,44,0
+6,10000000,2770.0,64,True,905933,0.68259777,2.201e-05,2577,0.0164435,False,0.42224099,0.95876342,4.844e-05,,44,1
+6,10000000,2770.0,64,True,905933,0.68259777,2.201e-05,2577,0.0164435,False,0.42224099,0.95876342,4.844e-05,,44,2
+7,10000000,1860.1562,32,False,517087,0.66923875,6.94e-06,7381,0.00677783,False,,,,,44,0
+7,10000000,1698.2031,32,False,517087,0.66923875,6.94e-06,7381,0.00677783,False,,,,,44,1
+7,10000000,2704.9219,32,False,517087,0.66923875,6.94e-06,7381,0.00677783,False,,,,,44,2
+8,10000000,2203.4375,32,True,689164,0.54086339,0.00374298,29297,0.10460269,False,0.67268371,0.23836616,0.0001286,,44,0
+8,10000000,2217.5,32,True,689164,0.54086339,0.00374298,29297,0.10460269,False,0.67268371,0.23836616,0.0001286,,44,1
+8,10000000,1969.9219,32,True,689164,0.54086339,0.00374298,29297,0.10460269,False,0.67268371,0.23836616,0.0001286,,44,2
 9,10000000,3670.3906,64,True,537645,0.8682593,0.00319804,10845,0.00659377,True,0.40360285,0.37012879,7.836e-05,1870.0,44,0
 9,10000000,3831.25,64,True,537645,0.8682593,0.00319804,10845,0.00659377,True,0.40360285,0.37012879,7.836e-05,1870.0,44,1
 9,10000000,5615.1562,64,True,537645,0.8682593,0.00319804,10845,0.00659377,True,0.40360285,0.37012879,7.836e-05,1870.0,44,2
-10,10000000,5817.8906,64,False,96307,0.81979662,1.797e-05,10496,0.01193474,False,NaN,NaN,NaN,NaN,44,0
-10,10000000,3979.6875,64,False,96307,0.81979662,1.797e-05,10496,0.01193474,False,NaN,NaN,NaN,NaN,44,1
-10,10000000,5894.6094,64,False,96307,0.81979662,1.797e-05,10496,0.01193474,False,NaN,NaN,NaN,NaN,44,2
-11,10000000,3040.3125,32,False,283653,0.86240061,0.03779499,31630,0.11523619,True,NaN,NaN,NaN,1867.0,44,0
-11,10000000,843.0469,32,False,283653,0.86240061,0.03779499,31630,0.11523619,True,NaN,NaN,NaN,1867.0,44,1
-11,10000000,2572.8125,32,False,283653,0.86240061,0.03779499,31630,0.11523619,True,NaN,NaN,NaN,1867.0,44,2
-12,10000000,8859.141,64,False,433521,0.8482017,3.535e-05,5877,0.17358523,True,NaN,NaN,NaN,153.0,44,0
-12,10000000,8868.359,64,False,433521,0.8482017,3.535e-05,5877,0.17358523,True,NaN,NaN,NaN,153.0,44,1
-12,10000000,6535.0,64,False,433521,0.8482017,3.535e-05,5877,0.17358523,True,NaN,NaN,NaN,153.0,44,2
-13,10000000,1190.0,32,False,478425,0.75842209,9.46e-06,27435,0.19079576,True,NaN,NaN,NaN,1262.0,44,0
-13,10000000,2570.0,32,False,478425,0.75842209,9.46e-06,27435,0.19079576,True,NaN,NaN,NaN,1262.0,44,1
-13,10000000,1190.0,32,False,478425,0.75842209,9.46e-06,27435,0.19079576,True,NaN,NaN,NaN,1262.0,44,2
-14,10000000,6278.3594,32,False,441090,0.72533733,6.42e-06,2150,0.05900273,True,NaN,NaN,NaN,256.0,44,0
-14,10000000,5358.75,32,False,441090,0.72533733,6.42e-06,2150,0.05900273,True,NaN,NaN,NaN,256.0,44,1
-14,10000000,4621.5625,32,False,441090,0.72533733,6.42e-06,2150,0.05900273,True,NaN,NaN,NaN,256.0,44,2
-15,10000000,3114.9219,64,True,598870,0.68280764,0.07641403,22427,0.05413298,False,0.5483089,0.02878665,7.989e-05,NaN,44,0
-15,10000000,3965.4688,64,True,598870,0.68280764,0.07641403,22427,0.05413298,False,0.5483089,0.02878665,7.989e-05,NaN,44,1
-15,10000000,2440.0781,64,True,598870,0.68280764,0.07641403,22427,0.05413298,False,0.5483089,0.02878665,7.989e-05,NaN,44,2
-16,10000000,2570.0,16,False,313123,0.80690893,0.00346318,15561,0.19232679,True,NaN,NaN,NaN,47.0,44,0
-16,10000000,0.0,16,False,313123,0.80690893,0.00346318,15561,0.19232679,True,NaN,NaN,NaN,47.0,44,1
-16,10000000,2752.5,16,False,313123,0.80690893,0.00346318,15561,0.19232679,True,NaN,NaN,NaN,47.0,44,2
-17,10000000,0.0,32,False,519866,0.92492878,4.072e-05,12819,0.02197567,False,NaN,NaN,NaN,NaN,44,0
-17,10000000,0.0,32,False,519866,0.92492878,4.072e-05,12819,0.02197567,False,NaN,NaN,NaN,NaN,44,1
-17,10000000,2570.0,32,False,519866,0.92492878,4.072e-05,12819,0.02197567,False,NaN,NaN,NaN,NaN,44,2
+10,10000000,5817.8906,64,False,96307,0.81979662,1.797e-05,10496,0.01193474,False,,,,,44,0
+10,10000000,3979.6875,64,False,96307,0.81979662,1.797e-05,10496,0.01193474,False,,,,,44,1
+10,10000000,5894.6094,64,False,96307,0.81979662,1.797e-05,10496,0.01193474,False,,,,,44,2
+11,10000000,3040.3125,32,False,283653,0.86240061,0.03779499,31630,0.11523619,True,,,,1867.0,44,0
+11,10000000,843.0469,32,False,283653,0.86240061,0.03779499,31630,0.11523619,True,,,,1867.0,44,1
+11,10000000,2572.8125,32,False,283653,0.86240061,0.03779499,31630,0.11523619,True,,,,1867.0,44,2
+12,10000000,8859.141,64,False,433521,0.8482017,3.535e-05,5877,0.17358523,True,,,,153.0,44,0
+12,10000000,8868.359,64,False,433521,0.8482017,3.535e-05,5877,0.17358523,True,,,,153.0,44,1
+12,10000000,6535.0,64,False,433521,0.8482017,3.535e-05,5877,0.17358523,True,,,,153.0,44,2
+13,10000000,1190.0,32,False,478425,0.75842209,9.46e-06,27435,0.19079576,True,,,,1262.0,44,0
+13,10000000,2570.0,32,False,478425,0.75842209,9.46e-06,27435,0.19079576,True,,,,1262.0,44,1
+13,10000000,1190.0,32,False,478425,0.75842209,9.46e-06,27435,0.19079576,True,,,,1262.0,44,2
+14,10000000,6278.3594,32,False,441090,0.72533733,6.42e-06,2150,0.05900273,True,,,,256.0,44,0
+14,10000000,5358.75,32,False,441090,0.72533733,6.42e-06,2150,0.05900273,True,,,,256.0,44,1
+14,10000000,4621.5625,32,False,441090,0.72533733,6.42e-06,2150,0.05900273,True,,,,256.0,44,2
+15,10000000,3114.9219,64,True,598870,0.68280764,0.07641403,22427,0.05413298,False,0.5483089,0.02878665,7.989e-05,,44,0
+15,10000000,3965.4688,64,True,598870,0.68280764,0.07641403,22427,0.05413298,False,0.5483089,0.02878665,7.989e-05,,44,1
+15,10000000,2440.0781,64,True,598870,0.68280764,0.07641403,22427,0.05413298,False,0.5483089,0.02878665,7.989e-05,,44,2
+16,10000000,2570.0,16,False,313123,0.80690893,0.00346318,15561,0.19232679,True,,,,47.0,44,0
+16,10000000,0.0,16,False,313123,0.80690893,0.00346318,15561,0.19232679,True,,,,47.0,44,1
+16,10000000,2752.5,16,False,313123,0.80690893,0.00346318,15561,0.19232679,True,,,,47.0,44,2
+17,10000000,0.0,32,False,519866,0.92492878,4.072e-05,12819,0.02197567,False,,,,,44,0
+17,10000000,0.0,32,False,519866,0.92492878,4.072e-05,12819,0.02197567,False,,,,,44,1
+17,10000000,2570.0,32,False,519866,0.92492878,4.072e-05,12819,0.02197567,False,,,,,44,2
 18,10000000,0.0,64,True,115229,0.60494726,0.00012996,14588,0.12162383,True,0.86229748,0.50834524,4.312e-05,1507.0,44,0
 18,10000000,0.0,64,True,115229,0.60494726,0.00012996,14588,0.12162383,True,0.86229748,0.50834524,4.312e-05,1507.0,44,1
 18,10000000,0.0,64,True,115229,0.60494726,0.00012996,14588,0.12162383,True,0.86229748,0.50834524,4.312e-05,1507.0,44,2
-19,10000000,4930.9375,64,False,222963,0.80905051,0.03469657,18830,0.00876797,True,NaN,NaN,NaN,1795.0,44,0
-19,10000000,7471.5625,64,False,222963,0.80905051,0.03469657,18830,0.00876797,True,NaN,NaN,NaN,1795.0,44,1
-19,10000000,3530.7031,64,False,222963,0.80905051,0.03469657,18830,0.00876797,True,NaN,NaN,NaN,1795.0,44,2
+19,10000000,4930.9375,64,False,222963,0.80905051,0.03469657,18830,0.00876797,True,,,,1795.0,44,0
+19,10000000,7471.5625,64,False,222963,0.80905051,0.03469657,18830,0.00876797,True,,,,1795.0,44,1
+19,10000000,3530.7031,64,False,222963,0.80905051,0.03469657,18830,0.00876797,True,,,,1795.0,44,2
 20,10000000,5070.1562,32,True,365369,0.80144093,0.00013133,30855,0.11925091,True,0.86674628,0.14042078,4.431e-05,1510.0,44,0
 20,10000000,5601.6406,32,True,365369,0.80144093,0.00013133,30855,0.11925091,True,0.86674628,0.14042078,4.431e-05,1510.0,44,1
 20,10000000,6725.625,32,True,365369,0.80144093,0.00013133,30855,0.11925091,True,0.86674628,0.14042078,4.431e-05,1510.0,44,2
-21,10000000,1190.0,32,True,988112,0.99655393,0.00070161,31154,0.07583851,False,0.20648897,0.36309968,5.5e-07,NaN,44,0
-21,10000000,0.0,32,True,988112,0.99655393,0.00070161,31154,0.07583851,False,0.20648897,0.36309968,5.5e-07,NaN,44,1
-21,10000000,2770.0,32,True,988112,0.99655393,0.00070161,31154,0.07583851,False,0.20648897,0.36309968,5.5e-07,NaN,44,2
-22,10000000,3391.6406,16,True,776702,0.96007593,6.92e-06,27043,0.02226595,False,0.01421499,0.97037268,0.00012732,NaN,44,0
-22,10000000,3716.4062,16,True,776702,0.96007593,6.92e-06,27043,0.02226595,False,0.01421499,0.97037268,0.00012732,NaN,44,1
-22,10000000,5642.1875,16,True,776702,0.96007593,6.92e-06,27043,0.02226595,False,0.01421499,0.97037268,0.00012732,NaN,44,2
-23,10000000,2570.0,32,False,811258,0.80786877,0.00865559,19484,0.15374119,False,NaN,NaN,NaN,NaN,44,0
-23,10000000,2570.0,32,False,811258,0.80786877,0.00865559,19484,0.15374119,False,NaN,NaN,NaN,NaN,44,1
-23,10000000,2570.0,32,False,811258,0.80786877,0.00865559,19484,0.15374119,False,NaN,NaN,NaN,NaN,44,2
+21,10000000,1190.0,32,True,988112,0.99655393,0.00070161,31154,0.07583851,False,0.20648897,0.36309968,5.5e-07,,44,0
+21,10000000,0.0,32,True,988112,0.99655393,0.00070161,31154,0.07583851,False,0.20648897,0.36309968,5.5e-07,,44,1
+21,10000000,2770.0,32,True,988112,0.99655393,0.00070161,31154,0.07583851,False,0.20648897,0.36309968,5.5e-07,,44,2
+22,10000000,3391.6406,16,True,776702,0.96007593,6.92e-06,27043,0.02226595,False,0.01421499,0.97037268,0.00012732,,44,0
+22,10000000,3716.4062,16,True,776702,0.96007593,6.92e-06,27043,0.02226595,False,0.01421499,0.97037268,0.00012732,,44,1
+22,10000000,5642.1875,16,True,776702,0.96007593,6.92e-06,27043,0.02226595,False,0.01421499,0.97037268,0.00012732,,44,2
+23,10000000,2570.0,32,False,811258,0.80786877,0.00865559,19484,0.15374119,False,,,,,44,0
+23,10000000,2570.0,32,False,811258,0.80786877,0.00865559,19484,0.15374119,False,,,,,44,1
+23,10000000,2570.0,32,False,811258,0.80786877,0.00865559,19484,0.15374119,False,,,,,44,2
 24,10000000,1190.0,16,True,317501,0.87447229,7.187e-05,18422,0.01035184,True,0.15541522,0.46457677,3.784e-05,1422.0,44,0
 24,10000000,2570.0,16,True,317501,0.87447229,7.187e-05,18422,0.01035184,True,0.15541522,0.46457677,3.784e-05,1422.0,44,1
 24,10000000,0.0,16,True,317501,0.87447229,7.187e-05,18422,0.01035184,True,0.15541522,0.46457677,3.784e-05,1422.0,44,2
-25,10000000,0.0,16,False,940884,0.52845414,9.68e-06,24699,0.00161772,False,NaN,NaN,NaN,NaN,44,0
-25,10000000,2389.5312,16,False,940884,0.52845414,9.68e-06,24699,0.00161772,False,NaN,NaN,NaN,NaN,44,1
-25,10000000,0.0,16,False,940884,0.52845414,9.68e-06,24699,0.00161772,False,NaN,NaN,NaN,NaN,44,2
-26,10000000,2784.6094,32,False,172748,0.61692492,1.187e-05,1159,0.19423092,True,NaN,NaN,NaN,1261.0,44,0
-26,10000000,2795.8594,32,False,172748,0.61692492,1.187e-05,1159,0.19423092,True,NaN,NaN,NaN,1261.0,44,1
-26,10000000,2007.9688,32,False,172748,0.61692492,1.187e-05,1159,0.19423092,True,NaN,NaN,NaN,1261.0,44,2
-27,10000000,1190.0,16,False,266431,0.78731636,2.558e-05,11924,0.09110375,True,NaN,NaN,NaN,669.0,44,0
-27,10000000,1959.0625,16,False,266431,0.78731636,2.558e-05,11924,0.09110375,True,NaN,NaN,NaN,669.0,44,1
-27,10000000,2770.0,16,False,266431,0.78731636,2.558e-05,11924,0.09110375,True,NaN,NaN,NaN,669.0,44,2
-28,10000000,5293.4375,32,False,95875,0.64273057,0.00063539,1610,0.01127186,False,NaN,NaN,NaN,NaN,44,0
-28,10000000,3861.875,32,False,95875,0.64273057,0.00063539,1610,0.01127186,False,NaN,NaN,NaN,NaN,44,1
-28,10000000,2334.4531,32,False,95875,0.64273057,0.00063539,1610,0.01127186,False,NaN,NaN,NaN,NaN,44,2
-29,10000000,8797.5,16,False,695888,0.57236257,0.02613718,9235,0.08743452,False,NaN,NaN,NaN,NaN,44,0
-29,10000000,7263.047,16,False,695888,0.57236257,0.02613718,9235,0.08743452,False,NaN,NaN,NaN,NaN,44,1
-29,10000000,5748.5156,16,False,695888,0.57236257,0.02613718,9235,0.08743452,False,NaN,NaN,NaN,NaN,44,2
-30,10000000,2570.0,32,False,618432,0.79282833,0.01354785,20284,0.06091387,True,NaN,NaN,NaN,1315.0,44,0
-30,10000000,0.0,32,False,618432,0.79282833,0.01354785,20284,0.06091387,True,NaN,NaN,NaN,1315.0,44,1
-30,10000000,1190.0,32,False,618432,0.79282833,0.01354785,20284,0.06091387,True,NaN,NaN,NaN,1315.0,44,2
+25,10000000,0.0,16,False,940884,0.52845414,9.68e-06,24699,0.00161772,False,,,,,44,0
+25,10000000,2389.5312,16,False,940884,0.52845414,9.68e-06,24699,0.00161772,False,,,,,44,1
+25,10000000,0.0,16,False,940884,0.52845414,9.68e-06,24699,0.00161772,False,,,,,44,2
+26,10000000,2784.6094,32,False,172748,0.61692492,1.187e-05,1159,0.19423092,True,,,,1261.0,44,0
+26,10000000,2795.8594,32,False,172748,0.61692492,1.187e-05,1159,0.19423092,True,,,,1261.0,44,1
+26,10000000,2007.9688,32,False,172748,0.61692492,1.187e-05,1159,0.19423092,True,,,,1261.0,44,2
+27,10000000,1190.0,16,False,266431,0.78731636,2.558e-05,11924,0.09110375,True,,,,669.0,44,0
+27,10000000,1959.0625,16,False,266431,0.78731636,2.558e-05,11924,0.09110375,True,,,,669.0,44,1
+27,10000000,2770.0,16,False,266431,0.78731636,2.558e-05,11924,0.09110375,True,,,,669.0,44,2
+28,10000000,5293.4375,32,False,95875,0.64273057,0.00063539,1610,0.01127186,False,,,,,44,0
+28,10000000,3861.875,32,False,95875,0.64273057,0.00063539,1610,0.01127186,False,,,,,44,1
+28,10000000,2334.4531,32,False,95875,0.64273057,0.00063539,1610,0.01127186,False,,,,,44,2
+29,10000000,8797.5,16,False,695888,0.57236257,0.02613718,9235,0.08743452,False,,,,,44,0
+29,10000000,7263.047,16,False,695888,0.57236257,0.02613718,9235,0.08743452,False,,,,,44,1
+29,10000000,5748.5156,16,False,695888,0.57236257,0.02613718,9235,0.08743452,False,,,,,44,2
+30,10000000,2570.0,32,False,618432,0.79282833,0.01354785,20284,0.06091387,True,,,,1315.0,44,0
+30,10000000,0.0,32,False,618432,0.79282833,0.01354785,20284,0.06091387,True,,,,1315.0,44,1
+30,10000000,1190.0,32,False,618432,0.79282833,0.01354785,20284,0.06091387,True,,,,1315.0,44,2
 31,10000000,1190.0,16,True,901205,0.73032232,0.01657343,19857,0.11368382,True,0.07341311,0.39255862,8.36e-06,72.0,44,0
 31,10000000,0.0,16,True,901205,0.73032232,0.01657343,19857,0.11368382,True,0.07341311,0.39255862,8.36e-06,72.0,44,1
 31,10000000,0.0,16,True,901205,0.73032232,0.01657343,19857,0.11368382,True,0.07341311,0.39255862,8.36e-06,72.0,44,2
 0,10000000,2267.9688,16,True,148418,0.51450691,1.92e-06,11951,0.12449376,True,0.30502347,0.64000994,2.6e-07,1916.0,43,0
 0,10000000,7947.3438,16,True,148418,0.51450691,1.92e-06,11951,0.12449376,True,0.30502347,0.64000994,2.6e-07,1916.0,43,1
 0,10000000,7629.8438,16,True,148418,0.51450691,1.92e-06,11951,0.12449376,True,0.30502347,0.64000994,2.6e-07,1916.0,43,2
-1,10000000,0.0,32,False,429269,0.863494,0.00050139,12804,0.13971023,False,NaN,NaN,NaN,NaN,43,0
-1,10000000,1348.5156,32,False,429269,0.863494,0.00050139,12804,0.13971023,False,NaN,NaN,NaN,NaN,43,1
-1,10000000,2310.8594,32,False,429269,0.863494,0.00050139,12804,0.13971023,False,NaN,NaN,NaN,NaN,43,2
-2,10000000,11824.609,32,False,703127,0.55167626,0.00378003,13052,0.12356617,False,NaN,NaN,NaN,NaN,43,0
-2,10000000,5446.4844,32,False,703127,0.55167626,0.00378003,13052,0.12356617,False,NaN,NaN,NaN,NaN,43,1
-2,10000000,8314.375,32,False,703127,0.55167626,0.00378003,13052,0.12356617,False,NaN,NaN,NaN,NaN,43,2
-3,10000000,0.0,64,True,594904,0.51288642,0.0643116,7254,0.03266836,False,0.29556404,0.03487309,1.24e-06,NaN,43,0
-3,10000000,0.0,64,True,594904,0.51288642,0.0643116,7254,0.03266836,False,0.29556404,0.03487309,1.24e-06,NaN,43,1
-3,10000000,1190.0,64,True,594904,0.51288642,0.0643116,7254,0.03266836,False,0.29556404,0.03487309,1.24e-06,NaN,43,2
-4,10000000,1462.8906,64,True,986125,0.52123872,0.00054487,25405,0.11223161,False,0.04849239,0.71561607,2.642e-05,NaN,43,0
-4,10000000,639.84375,64,True,986125,0.52123872,0.00054487,25405,0.11223161,False,0.04849239,0.71561607,2.642e-05,NaN,43,1
-4,10000000,2246.0156,64,True,986125,0.52123872,0.00054487,25405,0.11223161,False,0.04849239,0.71561607,2.642e-05,NaN,43,2
+1,10000000,0.0,32,False,429269,0.863494,0.00050139,12804,0.13971023,False,,,,,43,0
+1,10000000,1348.5156,32,False,429269,0.863494,0.00050139,12804,0.13971023,False,,,,,43,1
+1,10000000,2310.8594,32,False,429269,0.863494,0.00050139,12804,0.13971023,False,,,,,43,2
+2,10000000,11824.609,32,False,703127,0.55167626,0.00378003,13052,0.12356617,False,,,,,43,0
+2,10000000,5446.4844,32,False,703127,0.55167626,0.00378003,13052,0.12356617,False,,,,,43,1
+2,10000000,8314.375,32,False,703127,0.55167626,0.00378003,13052,0.12356617,False,,,,,43,2
+3,10000000,0.0,64,True,594904,0.51288642,0.0643116,7254,0.03266836,False,0.29556404,0.03487309,1.24e-06,,43,0
+3,10000000,0.0,64,True,594904,0.51288642,0.0643116,7254,0.03266836,False,0.29556404,0.03487309,1.24e-06,,43,1
+3,10000000,1190.0,64,True,594904,0.51288642,0.0643116,7254,0.03266836,False,0.29556404,0.03487309,1.24e-06,,43,2
+4,10000000,1462.8906,64,True,986125,0.52123872,0.00054487,25405,0.11223161,False,0.04849239,0.71561607,2.642e-05,,43,0
+4,10000000,639.84375,64,True,986125,0.52123872,0.00054487,25405,0.11223161,False,0.04849239,0.71561607,2.642e-05,,43,1
+4,10000000,2246.0156,64,True,986125,0.52123872,0.00054487,25405,0.11223161,False,0.04849239,0.71561607,2.642e-05,,43,2
 5,10000000,2570.0,32,True,909958,0.90860779,0.01269545,24109,0.14323636,True,0.65142926,0.49566474,4.99e-06,1661.0,43,0
 5,10000000,2770.0,32,True,909958,0.90860779,0.01269545,24109,0.14323636,True,0.65142926,0.49566474,4.99e-06,1661.0,43,1
 5,10000000,2770.0,32,True,909958,0.90860779,0.01269545,24109,0.14323636,True,0.65142926,0.49566474,4.99e-06,1661.0,43,2
 6,10000000,0.0,32,True,521987,0.8028128,0.02629745,19795,0.02227117,True,0.87938607,0.33230572,8.9e-07,174.0,43,0
 6,10000000,0.0,32,True,521987,0.8028128,0.02629745,19795,0.02227117,True,0.87938607,0.33230572,8.9e-07,174.0,43,1
 6,10000000,2770.0,32,True,521987,0.8028128,0.02629745,19795,0.02227117,True,0.87938607,0.33230572,8.9e-07,174.0,43,2
-7,10000000,2327.8906,32,False,9806,0.87741256,0.01128676,21869,0.05304896,False,NaN,NaN,NaN,NaN,43,0
-7,10000000,2014.6094,32,False,9806,0.87741256,0.01128676,21869,0.05304896,False,NaN,NaN,NaN,NaN,43,1
-7,10000000,2288.5156,32,False,9806,0.87741256,0.01128676,21869,0.05304896,False,NaN,NaN,NaN,NaN,43,2
+7,10000000,2327.8906,32,False,9806,0.87741256,0.01128676,21869,0.05304896,False,,,,,43,0
+7,10000000,2014.6094,32,False,9806,0.87741256,0.01128676,21869,0.05304896,False,,,,,43,1
+7,10000000,2288.5156,32,False,9806,0.87741256,0.01128676,21869,0.05304896,False,,,,,43,2
 8,10000000,3875.3906,32,True,29675,0.53125466,0.06410809,24200,0.16508688,True,0.59551776,0.04225788,0.00049898,1262.0,43,0
 8,10000000,5168.047,32,True,29675,0.53125466,0.06410809,24200,0.16508688,True,0.59551776,0.04225788,0.00049898,1262.0,43,1
 8,10000000,4386.4844,32,True,29675,0.53125466,0.06410809,24200,0.16508688,True,0.59551776,0.04225788,0.00049898,1262.0,43,2
-9,10000000,2770.0,32,False,522427,0.69483074,0.02143603,1353,0.13615251,True,NaN,NaN,NaN,1103.0,43,0
-9,10000000,0.0,32,False,522427,0.69483074,0.02143603,1353,0.13615251,True,NaN,NaN,NaN,1103.0,43,1
-9,10000000,0.0,32,False,522427,0.69483074,0.02143603,1353,0.13615251,True,NaN,NaN,NaN,1103.0,43,2
-10,10000000,1570.9375,16,False,835572,0.84696132,0.00532658,25794,0.12273959,True,NaN,NaN,NaN,1044.0,43,0
-10,10000000,1179.4531,16,False,835572,0.84696132,0.00532658,25794,0.12273959,True,NaN,NaN,NaN,1044.0,43,1
-10,10000000,1291.25,16,False,835572,0.84696132,0.00532658,25794,0.12273959,True,NaN,NaN,NaN,1044.0,43,2
+9,10000000,2770.0,32,False,522427,0.69483074,0.02143603,1353,0.13615251,True,,,,1103.0,43,0
+9,10000000,0.0,32,False,522427,0.69483074,0.02143603,1353,0.13615251,True,,,,1103.0,43,1
+9,10000000,0.0,32,False,522427,0.69483074,0.02143603,1353,0.13615251,True,,,,1103.0,43,2
+10,10000000,1570.9375,16,False,835572,0.84696132,0.00532658,25794,0.12273959,True,,,,1044.0,43,0
+10,10000000,1179.4531,16,False,835572,0.84696132,0.00532658,25794,0.12273959,True,,,,1044.0,43,1
+10,10000000,1291.25,16,False,835572,0.84696132,0.00532658,25794,0.12273959,True,,,,1044.0,43,2
 11,10000000,4081.7969,16,True,886405,0.52217686,0.00106021,3534,0.00214077,True,0.13110547,0.37082164,1.02e-06,1321.0,43,0
 11,10000000,3016.7188,16,True,886405,0.52217686,0.00106021,3534,0.00214077,True,0.13110547,0.37082164,1.02e-06,1321.0,43,1
 11,10000000,4357.1875,16,True,886405,0.52217686,0.00106021,3534,0.00214077,True,0.13110547,0.37082164,1.02e-06,1321.0,43,2
-12,10000000,6858.125,16,False,40974,0.71669072,8.39e-06,29508,0.19165032,False,NaN,NaN,NaN,NaN,43,0
-12,10000000,4829.5312,16,False,40974,0.71669072,8.39e-06,29508,0.19165032,False,NaN,NaN,NaN,NaN,43,1
-12,10000000,5519.922,16,False,40974,0.71669072,8.39e-06,29508,0.19165032,False,NaN,NaN,NaN,NaN,43,2
-13,10000000,1946.9531,32,True,603869,0.76430956,5.15e-06,26665,0.06547298,False,0.54641455,0.62943327,1.285e-05,NaN,43,0
-13,10000000,0.0,32,True,603869,0.76430956,5.15e-06,26665,0.06547298,False,0.54641455,0.62943327,1.285e-05,NaN,43,1
-13,10000000,0.0,32,True,603869,0.76430956,5.15e-06,26665,0.06547298,False,0.54641455,0.62943327,1.285e-05,NaN,43,2
-14,10000000,1190.0,32,False,86524,0.54829672,4.56e-06,24278,0.01546573,False,NaN,NaN,NaN,NaN,43,0
-14,10000000,1190.0,32,False,86524,0.54829672,4.56e-06,24278,0.01546573,False,NaN,NaN,NaN,NaN,43,1
-14,10000000,0.0,32,False,86524,0.54829672,4.56e-06,24278,0.01546573,False,NaN,NaN,NaN,NaN,43,2
+12,10000000,6858.125,16,False,40974,0.71669072,8.39e-06,29508,0.19165032,False,,,,,43,0
+12,10000000,4829.5312,16,False,40974,0.71669072,8.39e-06,29508,0.19165032,False,,,,,43,1
+12,10000000,5519.922,16,False,40974,0.71669072,8.39e-06,29508,0.19165032,False,,,,,43,2
+13,10000000,1946.9531,32,True,603869,0.76430956,5.15e-06,26665,0.06547298,False,0.54641455,0.62943327,1.285e-05,,43,0
+13,10000000,0.0,32,True,603869,0.76430956,5.15e-06,26665,0.06547298,False,0.54641455,0.62943327,1.285e-05,,43,1
+13,10000000,0.0,32,True,603869,0.76430956,5.15e-06,26665,0.06547298,False,0.54641455,0.62943327,1.285e-05,,43,2
+14,10000000,1190.0,32,False,86524,0.54829672,4.56e-06,24278,0.01546573,False,,,,,43,0
+14,10000000,1190.0,32,False,86524,0.54829672,4.56e-06,24278,0.01546573,False,,,,,43,1
+14,10000000,0.0,32,False,86524,0.54829672,4.56e-06,24278,0.01546573,False,,,,,43,2
 15,10000000,7818.125,32,True,75619,0.68560804,0.00688548,18790,0.05873449,True,0.20716478,0.35476643,3.6e-07,1746.0,43,0
 15,10000000,7194.297,32,True,75619,0.68560804,0.00688548,18790,0.05873449,True,0.20716478,0.35476643,3.6e-07,1746.0,43,1
 15,10000000,4349.922,32,True,75619,0.68560804,0.00688548,18790,0.05873449,True,0.20716478,0.35476643,3.6e-07,1746.0,43,2
-16,10000000,0.0,32,True,263118,0.90042067,4.06e-06,15192,0.09810727,False,0.62576684,0.6031775,1.1e-07,NaN,43,0
-16,10000000,0.0,32,True,263118,0.90042067,4.06e-06,15192,0.09810727,False,0.62576684,0.6031775,1.1e-07,NaN,43,1
-16,10000000,239.45312,32,True,263118,0.90042067,4.06e-06,15192,0.09810727,False,0.62576684,0.6031775,1.1e-07,NaN,43,2
-17,10000000,2770.0,64,False,272678,0.96060094,2.53e-06,6312,0.18186798,True,NaN,NaN,NaN,400.0,43,0
-17,10000000,1190.0,64,False,272678,0.96060094,2.53e-06,6312,0.18186798,True,NaN,NaN,NaN,400.0,43,1
-17,10000000,2770.0,64,False,272678,0.96060094,2.53e-06,6312,0.18186798,True,NaN,NaN,NaN,400.0,43,2
-18,10000000,7419.6875,32,False,371444,0.65978105,0.0022267,8500,0.00407235,False,NaN,NaN,NaN,NaN,43,0
-18,10000000,5344.8438,32,False,371444,0.65978105,0.0022267,8500,0.00407235,False,NaN,NaN,NaN,NaN,43,1
-18,10000000,5348.203,32,False,371444,0.65978105,0.0022267,8500,0.00407235,False,NaN,NaN,NaN,NaN,43,2
-19,10000000,0.0,16,False,353863,0.73097038,1.77e-06,13126,0.14856988,False,NaN,NaN,NaN,NaN,43,0
-19,10000000,1190.0,16,False,353863,0.73097038,1.77e-06,13126,0.14856988,False,NaN,NaN,NaN,NaN,43,1
-19,10000000,2570.0,16,False,353863,0.73097038,1.77e-06,13126,0.14856988,False,NaN,NaN,NaN,NaN,43,2
-20,10000000,10389.6875,64,True,309592,0.66128216,0.00243535,27038,0.03243551,False,0.83828921,0.426142,4.33e-06,NaN,43,0
-20,10000000,6104.5312,64,True,309592,0.66128216,0.00243535,27038,0.03243551,False,0.83828921,0.426142,4.33e-06,NaN,43,1
-20,10000000,8641.953,64,True,309592,0.66128216,0.00243535,27038,0.03243551,False,0.83828921,0.426142,4.33e-06,NaN,43,2
-21,10000000,2770.0,64,True,14300,0.72725195,1.41e-06,7423,0.15671813,False,0.84967346,0.71861951,0.00025535,NaN,43,0
-21,10000000,1190.0,64,True,14300,0.72725195,1.41e-06,7423,0.15671813,False,0.84967346,0.71861951,0.00025535,NaN,43,1
-21,10000000,2770.0,64,True,14300,0.72725195,1.41e-06,7423,0.15671813,False,0.84967346,0.71861951,0.00025535,NaN,43,2
-22,10000000,1190.0,16,False,362133,0.60239117,0.00056521,16553,0.06996877,True,NaN,NaN,NaN,1204.0,43,0
-22,10000000,1190.0,16,False,362133,0.60239117,0.00056521,16553,0.06996877,True,NaN,NaN,NaN,1204.0,43,1
-22,10000000,1190.0,16,False,362133,0.60239117,0.00056521,16553,0.06996877,True,NaN,NaN,NaN,1204.0,43,2
-23,10000000,1029.2969,64,True,615516,0.63515592,0.01897334,6800,0.04840641,False,0.44865698,0.7892503,0.00010748,NaN,43,0
-23,10000000,2570.0,64,True,615516,0.63515592,0.01897334,6800,0.04840641,False,0.44865698,0.7892503,0.00010748,NaN,43,1
-23,10000000,1190.0,64,True,615516,0.63515592,0.01897334,6800,0.04840641,False,0.44865698,0.7892503,0.00010748,NaN,43,2
-24,10000000,2770.0,64,False,655725,0.73328222,0.00397626,24187,0.06502308,True,NaN,NaN,NaN,1449.0,43,0
-24,10000000,0.0,64,False,655725,0.73328222,0.00397626,24187,0.06502308,True,NaN,NaN,NaN,1449.0,43,1
-24,10000000,0.0,64,False,655725,0.73328222,0.00397626,24187,0.06502308,True,NaN,NaN,NaN,1449.0,43,2
-25,10000000,1950.9375,32,False,478783,0.50117456,0.002578,10568,0.02003157,True,NaN,NaN,NaN,1760.0,43,0
-25,10000000,2778.75,32,False,478783,0.50117456,0.002578,10568,0.02003157,True,NaN,NaN,NaN,1760.0,43,1
-25,10000000,1106.7188,32,False,478783,0.50117456,0.002578,10568,0.02003157,True,NaN,NaN,NaN,1760.0,43,2
-26,10000000,2770.0,16,True,205199,0.83317693,7.33e-06,23193,0.10044832,False,0.33835477,0.11600581,1.1e-07,NaN,43,0
-26,10000000,2570.0,16,True,205199,0.83317693,7.33e-06,23193,0.10044832,False,0.33835477,0.11600581,1.1e-07,NaN,43,1
-26,10000000,2570.0,16,True,205199,0.83317693,7.33e-06,23193,0.10044832,False,0.33835477,0.11600581,1.1e-07,NaN,43,2
-27,10000000,7495.3125,64,False,491678,0.95829349,0.04364099,2072,0.09788585,True,NaN,NaN,NaN,1811.0,43,0
-27,10000000,1742.9688,64,False,491678,0.95829349,0.04364099,2072,0.09788585,True,NaN,NaN,NaN,1811.0,43,1
-27,10000000,3492.8906,64,False,491678,0.95829349,0.04364099,2072,0.09788585,True,NaN,NaN,NaN,1811.0,43,2
-28,10000000,2570.0,16,True,598049,0.50588515,0.00047871,14754,0.19859327,False,0.72856534,0.91522617,1.7e-06,NaN,43,0
-28,10000000,2570.0,16,True,598049,0.50588515,0.00047871,14754,0.19859327,False,0.72856534,0.91522617,1.7e-06,NaN,43,1
-28,10000000,1190.0,16,True,598049,0.50588515,0.00047871,14754,0.19859327,False,0.72856534,0.91522617,1.7e-06,NaN,43,2
-29,10000000,0.0,16,False,468890,0.94374673,0.00037777,18063,0.13849062,True,NaN,NaN,NaN,1526.0,43,0
-29,10000000,0.0,16,False,468890,0.94374673,0.00037777,18063,0.13849062,True,NaN,NaN,NaN,1526.0,43,1
-29,10000000,0.0,16,False,468890,0.94374673,0.00037777,18063,0.13849062,True,NaN,NaN,NaN,1526.0,43,2
-30,10000000,2570.0,16,True,48288,0.84898584,0.0002189,2844,0.16873621,False,0.6910254,0.78473274,0.00018696,NaN,43,0
-30,10000000,0.0,16,True,48288,0.84898584,0.0002189,2844,0.16873621,False,0.6910254,0.78473274,0.00018696,NaN,43,1
-30,10000000,0.0,16,True,48288,0.84898584,0.0002189,2844,0.16873621,False,0.6910254,0.78473274,0.00018696,NaN,43,2
-31,10000000,1190.0,16,True,129956,0.9498252,1.692e-05,7418,0.18443085,False,0.49892234,0.55635934,3.4e-07,NaN,43,0
-31,10000000,2770.0,16,True,129956,0.9498252,1.692e-05,7418,0.18443085,False,0.49892234,0.55635934,3.4e-07,NaN,43,1
-31,10000000,0.0,16,True,129956,0.9498252,1.692e-05,7418,0.18443085,False,0.49892234,0.55635934,3.4e-07,NaN,43,2
-0,10000000,7405.7812,32,False,970139,0.69703109,2.821e-05,14580,0.11164017,False,NaN,NaN,NaN,NaN,46,0
-0,10000000,7102.9688,32,False,970139,0.69703109,2.821e-05,14580,0.11164017,False,NaN,NaN,NaN,NaN,46,1
-0,10000000,6225.078,32,False,970139,0.69703109,2.821e-05,14580,0.11164017,False,NaN,NaN,NaN,NaN,46,2
-1,10000000,1550.2344,64,False,265797,0.56244353,0.03486935,21398,0.06981488,True,NaN,NaN,NaN,1734.0,46,0
-1,10000000,4752.6562,64,False,265797,0.56244353,0.03486935,21398,0.06981488,True,NaN,NaN,NaN,1734.0,46,1
-1,10000000,2154.4531,64,False,265797,0.56244353,0.03486935,21398,0.06981488,True,NaN,NaN,NaN,1734.0,46,2
+16,10000000,0.0,32,True,263118,0.90042067,4.06e-06,15192,0.09810727,False,0.62576684,0.6031775,1.1e-07,,43,0
+16,10000000,0.0,32,True,263118,0.90042067,4.06e-06,15192,0.09810727,False,0.62576684,0.6031775,1.1e-07,,43,1
+16,10000000,239.45312,32,True,263118,0.90042067,4.06e-06,15192,0.09810727,False,0.62576684,0.6031775,1.1e-07,,43,2
+17,10000000,2770.0,64,False,272678,0.96060094,2.53e-06,6312,0.18186798,True,,,,400.0,43,0
+17,10000000,1190.0,64,False,272678,0.96060094,2.53e-06,6312,0.18186798,True,,,,400.0,43,1
+17,10000000,2770.0,64,False,272678,0.96060094,2.53e-06,6312,0.18186798,True,,,,400.0,43,2
+18,10000000,7419.6875,32,False,371444,0.65978105,0.0022267,8500,0.00407235,False,,,,,43,0
+18,10000000,5344.8438,32,False,371444,0.65978105,0.0022267,8500,0.00407235,False,,,,,43,1
+18,10000000,5348.203,32,False,371444,0.65978105,0.0022267,8500,0.00407235,False,,,,,43,2
+19,10000000,0.0,16,False,353863,0.73097038,1.77e-06,13126,0.14856988,False,,,,,43,0
+19,10000000,1190.0,16,False,353863,0.73097038,1.77e-06,13126,0.14856988,False,,,,,43,1
+19,10000000,2570.0,16,False,353863,0.73097038,1.77e-06,13126,0.14856988,False,,,,,43,2
+20,10000000,10389.6875,64,True,309592,0.66128216,0.00243535,27038,0.03243551,False,0.83828921,0.426142,4.33e-06,,43,0
+20,10000000,6104.5312,64,True,309592,0.66128216,0.00243535,27038,0.03243551,False,0.83828921,0.426142,4.33e-06,,43,1
+20,10000000,8641.953,64,True,309592,0.66128216,0.00243535,27038,0.03243551,False,0.83828921,0.426142,4.33e-06,,43,2
+21,10000000,2770.0,64,True,14300,0.72725195,1.41e-06,7423,0.15671813,False,0.84967346,0.71861951,0.00025535,,43,0
+21,10000000,1190.0,64,True,14300,0.72725195,1.41e-06,7423,0.15671813,False,0.84967346,0.71861951,0.00025535,,43,1
+21,10000000,2770.0,64,True,14300,0.72725195,1.41e-06,7423,0.15671813,False,0.84967346,0.71861951,0.00025535,,43,2
+22,10000000,1190.0,16,False,362133,0.60239117,0.00056521,16553,0.06996877,True,,,,1204.0,43,0
+22,10000000,1190.0,16,False,362133,0.60239117,0.00056521,16553,0.06996877,True,,,,1204.0,43,1
+22,10000000,1190.0,16,False,362133,0.60239117,0.00056521,16553,0.06996877,True,,,,1204.0,43,2
+23,10000000,1029.2969,64,True,615516,0.63515592,0.01897334,6800,0.04840641,False,0.44865698,0.7892503,0.00010748,,43,0
+23,10000000,2570.0,64,True,615516,0.63515592,0.01897334,6800,0.04840641,False,0.44865698,0.7892503,0.00010748,,43,1
+23,10000000,1190.0,64,True,615516,0.63515592,0.01897334,6800,0.04840641,False,0.44865698,0.7892503,0.00010748,,43,2
+24,10000000,2770.0,64,False,655725,0.73328222,0.00397626,24187,0.06502308,True,,,,1449.0,43,0
+24,10000000,0.0,64,False,655725,0.73328222,0.00397626,24187,0.06502308,True,,,,1449.0,43,1
+24,10000000,0.0,64,False,655725,0.73328222,0.00397626,24187,0.06502308,True,,,,1449.0,43,2
+25,10000000,1950.9375,32,False,478783,0.50117456,0.002578,10568,0.02003157,True,,,,1760.0,43,0
+25,10000000,2778.75,32,False,478783,0.50117456,0.002578,10568,0.02003157,True,,,,1760.0,43,1
+25,10000000,1106.7188,32,False,478783,0.50117456,0.002578,10568,0.02003157,True,,,,1760.0,43,2
+26,10000000,2770.0,16,True,205199,0.83317693,7.33e-06,23193,0.10044832,False,0.33835477,0.11600581,1.1e-07,,43,0
+26,10000000,2570.0,16,True,205199,0.83317693,7.33e-06,23193,0.10044832,False,0.33835477,0.11600581,1.1e-07,,43,1
+26,10000000,2570.0,16,True,205199,0.83317693,7.33e-06,23193,0.10044832,False,0.33835477,0.11600581,1.1e-07,,43,2
+27,10000000,7495.3125,64,False,491678,0.95829349,0.04364099,2072,0.09788585,True,,,,1811.0,43,0
+27,10000000,1742.9688,64,False,491678,0.95829349,0.04364099,2072,0.09788585,True,,,,1811.0,43,1
+27,10000000,3492.8906,64,False,491678,0.95829349,0.04364099,2072,0.09788585,True,,,,1811.0,43,2
+28,10000000,2570.0,16,True,598049,0.50588515,0.00047871,14754,0.19859327,False,0.72856534,0.91522617,1.7e-06,,43,0
+28,10000000,2570.0,16,True,598049,0.50588515,0.00047871,14754,0.19859327,False,0.72856534,0.91522617,1.7e-06,,43,1
+28,10000000,1190.0,16,True,598049,0.50588515,0.00047871,14754,0.19859327,False,0.72856534,0.91522617,1.7e-06,,43,2
+29,10000000,0.0,16,False,468890,0.94374673,0.00037777,18063,0.13849062,True,,,,1526.0,43,0
+29,10000000,0.0,16,False,468890,0.94374673,0.00037777,18063,0.13849062,True,,,,1526.0,43,1
+29,10000000,0.0,16,False,468890,0.94374673,0.00037777,18063,0.13849062,True,,,,1526.0,43,2
+30,10000000,2570.0,16,True,48288,0.84898584,0.0002189,2844,0.16873621,False,0.6910254,0.78473274,0.00018696,,43,0
+30,10000000,0.0,16,True,48288,0.84898584,0.0002189,2844,0.16873621,False,0.6910254,0.78473274,0.00018696,,43,1
+30,10000000,0.0,16,True,48288,0.84898584,0.0002189,2844,0.16873621,False,0.6910254,0.78473274,0.00018696,,43,2
+31,10000000,1190.0,16,True,129956,0.9498252,1.692e-05,7418,0.18443085,False,0.49892234,0.55635934,3.4e-07,,43,0
+31,10000000,2770.0,16,True,129956,0.9498252,1.692e-05,7418,0.18443085,False,0.49892234,0.55635934,3.4e-07,,43,1
+31,10000000,0.0,16,True,129956,0.9498252,1.692e-05,7418,0.18443085,False,0.49892234,0.55635934,3.4e-07,,43,2
+0,10000000,7405.7812,32,False,970139,0.69703109,2.821e-05,14580,0.11164017,False,,,,,46,0
+0,10000000,7102.9688,32,False,970139,0.69703109,2.821e-05,14580,0.11164017,False,,,,,46,1
+0,10000000,6225.078,32,False,970139,0.69703109,2.821e-05,14580,0.11164017,False,,,,,46,2
+1,10000000,1550.2344,64,False,265797,0.56244353,0.03486935,21398,0.06981488,True,,,,1734.0,46,0
+1,10000000,4752.6562,64,False,265797,0.56244353,0.03486935,21398,0.06981488,True,,,,1734.0,46,1
+1,10000000,2154.4531,64,False,265797,0.56244353,0.03486935,21398,0.06981488,True,,,,1734.0,46,2
 2,10000000,7700.8594,16,True,886641,0.79408388,0.00075044,23338,0.00809125,True,0.78588437,0.97895215,1e-07,1206.0,46,0
 2,10000000,8349.922,16,True,886641,0.79408388,0.00075044,23338,0.00809125,True,0.78588437,0.97895215,1e-07,1206.0,46,1
 2,10000000,9250.781,16,True,886641,0.79408388,0.00075044,23338,0.00809125,True,0.78588437,0.97895215,1e-07,1206.0,46,2
-3,10000000,2449.2969,64,False,983425,0.92874894,0.00132166,28102,0.17808286,True,NaN,NaN,NaN,595.0,46,0
-3,10000000,2399.6094,64,False,983425,0.92874894,0.00132166,28102,0.17808286,True,NaN,NaN,NaN,595.0,46,1
-3,10000000,2568.9062,64,False,983425,0.92874894,0.00132166,28102,0.17808286,True,NaN,NaN,NaN,595.0,46,2
-4,10000000,5045.547,16,False,771002,0.86546088,4.637e-05,3930,0.06142912,True,NaN,NaN,NaN,1772.0,46,0
-4,10000000,4907.8906,16,False,771002,0.86546088,4.637e-05,3930,0.06142912,True,NaN,NaN,NaN,1772.0,46,1
-4,10000000,2458.0469,16,False,771002,0.86546088,4.637e-05,3930,0.06142912,True,NaN,NaN,NaN,1772.0,46,2
-5,10000000,2666.0156,16,True,666968,0.52857201,0.00306217,23928,0.10361766,False,0.50260968,0.45998593,0.00023906,NaN,46,0
-5,10000000,2103.0469,16,True,666968,0.52857201,0.00306217,23928,0.10361766,False,0.50260968,0.45998593,0.00023906,NaN,46,1
-5,10000000,3078.2031,16,True,666968,0.52857201,0.00306217,23928,0.10361766,False,0.50260968,0.45998593,0.00023906,NaN,46,2
+3,10000000,2449.2969,64,False,983425,0.92874894,0.00132166,28102,0.17808286,True,,,,595.0,46,0
+3,10000000,2399.6094,64,False,983425,0.92874894,0.00132166,28102,0.17808286,True,,,,595.0,46,1
+3,10000000,2568.9062,64,False,983425,0.92874894,0.00132166,28102,0.17808286,True,,,,595.0,46,2
+4,10000000,5045.547,16,False,771002,0.86546088,4.637e-05,3930,0.06142912,True,,,,1772.0,46,0
+4,10000000,4907.8906,16,False,771002,0.86546088,4.637e-05,3930,0.06142912,True,,,,1772.0,46,1
+4,10000000,2458.0469,16,False,771002,0.86546088,4.637e-05,3930,0.06142912,True,,,,1772.0,46,2
+5,10000000,2666.0156,16,True,666968,0.52857201,0.00306217,23928,0.10361766,False,0.50260968,0.45998593,0.00023906,,46,0
+5,10000000,2103.0469,16,True,666968,0.52857201,0.00306217,23928,0.10361766,False,0.50260968,0.45998593,0.00023906,,46,1
+5,10000000,3078.2031,16,True,666968,0.52857201,0.00306217,23928,0.10361766,False,0.50260968,0.45998593,0.00023906,,46,2
 6,10000000,1960.0,32,True,388047,0.62366628,8.214e-05,14447,0.00759963,True,0.02920237,0.29187564,0.00050489,737.0,46,0
 6,10000000,3229.2188,32,True,388047,0.62366628,8.214e-05,14447,0.00759963,True,0.02920237,0.29187564,0.00050489,737.0,46,1
 6,10000000,2770.0,32,True,388047,0.62366628,8.214e-05,14447,0.00759963,True,0.02920237,0.29187564,0.00050489,737.0,46,2
-7,10000000,2770.0,32,True,881060,0.62189595,2.852e-05,27439,0.02277999,False,0.58581926,0.61938482,1.8e-07,NaN,46,0
-7,10000000,1190.0,32,True,881060,0.62189595,2.852e-05,27439,0.02277999,False,0.58581926,0.61938482,1.8e-07,NaN,46,1
-7,10000000,1190.0,32,True,881060,0.62189595,2.852e-05,27439,0.02277999,False,0.58581926,0.61938482,1.8e-07,NaN,46,2
-8,10000000,2883.9844,64,True,607928,0.78928759,4.508e-05,18069,0.18822447,False,0.86941303,0.13327117,5.6e-07,NaN,46,0
-8,10000000,1875.3125,64,True,607928,0.78928759,4.508e-05,18069,0.18822447,False,0.86941303,0.13327117,5.6e-07,NaN,46,1
-8,10000000,1590.3906,64,True,607928,0.78928759,4.508e-05,18069,0.18822447,False,0.86941303,0.13327117,5.6e-07,NaN,46,2
-9,10000000,9115.156,64,False,39302,0.81720491,0.00010597,4011,0.01672807,True,NaN,NaN,NaN,774.0,46,0
-9,10000000,5328.672,64,False,39302,0.81720491,0.00010597,4011,0.01672807,True,NaN,NaN,NaN,774.0,46,1
-9,10000000,7177.1875,64,False,39302,0.81720491,0.00010597,4011,0.01672807,True,NaN,NaN,NaN,774.0,46,2
+7,10000000,2770.0,32,True,881060,0.62189595,2.852e-05,27439,0.02277999,False,0.58581926,0.61938482,1.8e-07,,46,0
+7,10000000,1190.0,32,True,881060,0.62189595,2.852e-05,27439,0.02277999,False,0.58581926,0.61938482,1.8e-07,,46,1
+7,10000000,1190.0,32,True,881060,0.62189595,2.852e-05,27439,0.02277999,False,0.58581926,0.61938482,1.8e-07,,46,2
+8,10000000,2883.9844,64,True,607928,0.78928759,4.508e-05,18069,0.18822447,False,0.86941303,0.13327117,5.6e-07,,46,0
+8,10000000,1875.3125,64,True,607928,0.78928759,4.508e-05,18069,0.18822447,False,0.86941303,0.13327117,5.6e-07,,46,1
+8,10000000,1590.3906,64,True,607928,0.78928759,4.508e-05,18069,0.18822447,False,0.86941303,0.13327117,5.6e-07,,46,2
+9,10000000,9115.156,64,False,39302,0.81720491,0.00010597,4011,0.01672807,True,,,,774.0,46,0
+9,10000000,5328.672,64,False,39302,0.81720491,0.00010597,4011,0.01672807,True,,,,774.0,46,1
+9,10000000,7177.1875,64,False,39302,0.81720491,0.00010597,4011,0.01672807,True,,,,774.0,46,2
 10,10000000,0.0,16,True,625977,0.7703613,1.102e-05,9063,0.14198408,True,0.68315762,0.73284659,4e-06,1903.0,46,0
 10,10000000,2770.0,16,True,625977,0.7703613,1.102e-05,9063,0.14198408,True,0.68315762,0.73284659,4e-06,1903.0,46,1
 10,10000000,2570.0,16,True,625977,0.7703613,1.102e-05,9063,0.14198408,True,0.68315762,0.73284659,4e-06,1903.0,46,2
@@ -422,60 +422,60 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 12,10000000,4255.3125,32,True,242224,0.93838271,0.04912142,30982,0.0200888,True,0.66523981,0.38288552,0.00011462,178.0,46,0
 12,10000000,3286.4844,32,True,242224,0.93838271,0.04912142,30982,0.0200888,True,0.66523981,0.38288552,0.00011462,178.0,46,1
 12,10000000,2946.5625,32,True,242224,0.93838271,0.04912142,30982,0.0200888,True,0.66523981,0.38288552,0.00011462,178.0,46,2
-13,10000000,0.0,16,False,109555,0.94931489,0.00072276,8414,0.1892673,True,NaN,NaN,NaN,1874.0,46,0
-13,10000000,0.0,16,False,109555,0.94931489,0.00072276,8414,0.1892673,True,NaN,NaN,NaN,1874.0,46,1
-13,10000000,1190.0,16,False,109555,0.94931489,0.00072276,8414,0.1892673,True,NaN,NaN,NaN,1874.0,46,2
+13,10000000,0.0,16,False,109555,0.94931489,0.00072276,8414,0.1892673,True,,,,1874.0,46,0
+13,10000000,0.0,16,False,109555,0.94931489,0.00072276,8414,0.1892673,True,,,,1874.0,46,1
+13,10000000,1190.0,16,False,109555,0.94931489,0.00072276,8414,0.1892673,True,,,,1874.0,46,2
 14,10000000,2410.0,32,True,962874,0.51769053,0.00114966,13586,0.1773735,True,0.81303135,0.68107454,0.00043818,1115.0,46,0
 14,10000000,2648.3594,32,True,962874,0.51769053,0.00114966,13586,0.1773735,True,0.81303135,0.68107454,0.00043818,1115.0,46,1
 14,10000000,2329.6875,32,True,962874,0.51769053,0.00114966,13586,0.1773735,True,0.81303135,0.68107454,0.00043818,1115.0,46,2
-15,10000000,8645.703,64,False,241825,0.69608398,2.44e-06,26165,0.03723851,True,NaN,NaN,NaN,1469.0,46,0
-15,10000000,8093.828,64,False,241825,0.69608398,2.44e-06,26165,0.03723851,True,NaN,NaN,NaN,1469.0,46,1
-15,10000000,6025.4688,64,False,241825,0.69608398,2.44e-06,26165,0.03723851,True,NaN,NaN,NaN,1469.0,46,2
+15,10000000,8645.703,64,False,241825,0.69608398,2.44e-06,26165,0.03723851,True,,,,1469.0,46,0
+15,10000000,8093.828,64,False,241825,0.69608398,2.44e-06,26165,0.03723851,True,,,,1469.0,46,1
+15,10000000,6025.4688,64,False,241825,0.69608398,2.44e-06,26165,0.03723851,True,,,,1469.0,46,2
 16,10000000,0.0,64,True,510018,0.7254437,2.49e-06,12563,0.17566593,True,0.65571689,0.34737592,4.918e-05,935.0,46,0
 16,10000000,1190.0,64,True,510018,0.7254437,2.49e-06,12563,0.17566593,True,0.65571689,0.34737592,4.918e-05,935.0,46,1
 16,10000000,0.0,64,True,510018,0.7254437,2.49e-06,12563,0.17566593,True,0.65571689,0.34737592,4.918e-05,935.0,46,2
-17,10000000,4765.3125,32,True,27822,0.60482669,7.121e-05,17405,0.05580762,False,0.83154483,0.20285007,1.3e-07,NaN,46,0
-17,10000000,1955.9375,32,True,27822,0.60482669,7.121e-05,17405,0.05580762,False,0.83154483,0.20285007,1.3e-07,NaN,46,1
-17,10000000,3239.2188,32,True,27822,0.60482669,7.121e-05,17405,0.05580762,False,0.83154483,0.20285007,1.3e-07,NaN,46,2
-18,10000000,1623.5938,64,False,997567,0.63961177,4.734e-05,1905,0.00974453,False,NaN,NaN,NaN,NaN,46,0
-18,10000000,0.0,64,False,997567,0.63961177,4.734e-05,1905,0.00974453,False,NaN,NaN,NaN,NaN,46,1
-18,10000000,940.8594,64,False,997567,0.63961177,4.734e-05,1905,0.00974453,False,NaN,NaN,NaN,NaN,46,2
-19,10000000,1190.0,32,False,948278,0.85235359,0.0004564,28993,0.10583802,True,NaN,NaN,NaN,102.0,46,0
-19,10000000,2570.0,32,False,948278,0.85235359,0.0004564,28993,0.10583802,True,NaN,NaN,NaN,102.0,46,1
-19,10000000,0.0,32,False,948278,0.85235359,0.0004564,28993,0.10583802,True,NaN,NaN,NaN,102.0,46,2
-20,10000000,1190.0,16,True,969637,0.81202003,1.34e-06,32289,0.08831815,False,0.39152566,0.76337167,0.00018999,NaN,46,0
-20,10000000,2570.0,16,True,969637,0.81202003,1.34e-06,32289,0.08831815,False,0.39152566,0.76337167,0.00018999,NaN,46,1
-20,10000000,0.0,16,True,969637,0.81202003,1.34e-06,32289,0.08831815,False,0.39152566,0.76337167,0.00018999,NaN,46,2
-21,10000000,1190.0,32,True,983990,0.75600104,7.786e-05,17604,0.05728132,False,0.10817185,0.10411573,2.54e-06,NaN,46,0
-21,10000000,2570.0,32,True,983990,0.75600104,7.786e-05,17604,0.05728132,False,0.10817185,0.10411573,2.54e-06,NaN,46,1
-21,10000000,0.0,32,True,983990,0.75600104,7.786e-05,17604,0.05728132,False,0.10817185,0.10411573,2.54e-06,NaN,46,2
-22,10000000,2450.625,64,True,133942,0.74939433,3.6e-06,23546,0.02837482,False,0.38643274,0.51710539,1.327e-05,NaN,46,0
-22,10000000,2383.9062,64,True,133942,0.74939433,3.6e-06,23546,0.02837482,False,0.38643274,0.51710539,1.327e-05,NaN,46,1
-22,10000000,1494.375,64,True,133942,0.74939433,3.6e-06,23546,0.02837482,False,0.38643274,0.51710539,1.327e-05,NaN,46,2
-23,10000000,2570.0,64,False,205257,0.75728822,0.00159175,30524,0.03906393,False,NaN,NaN,NaN,NaN,46,0
-23,10000000,2570.0,64,False,205257,0.75728822,0.00159175,30524,0.03906393,False,NaN,NaN,NaN,NaN,46,1
-23,10000000,0.0,64,False,205257,0.75728822,0.00159175,30524,0.03906393,False,NaN,NaN,NaN,NaN,46,2
-24,10000000,2770.0,32,True,903194,0.78883391,1.1e-06,3738,0.16532961,False,0.0359338,0.22245905,1.656e-05,NaN,46,0
-24,10000000,0.0,32,True,903194,0.78883391,1.1e-06,3738,0.16532961,False,0.0359338,0.22245905,1.656e-05,NaN,46,1
-24,10000000,2570.0,32,True,903194,0.78883391,1.1e-06,3738,0.16532961,False,0.0359338,0.22245905,1.656e-05,NaN,46,2
+17,10000000,4765.3125,32,True,27822,0.60482669,7.121e-05,17405,0.05580762,False,0.83154483,0.20285007,1.3e-07,,46,0
+17,10000000,1955.9375,32,True,27822,0.60482669,7.121e-05,17405,0.05580762,False,0.83154483,0.20285007,1.3e-07,,46,1
+17,10000000,3239.2188,32,True,27822,0.60482669,7.121e-05,17405,0.05580762,False,0.83154483,0.20285007,1.3e-07,,46,2
+18,10000000,1623.5938,64,False,997567,0.63961177,4.734e-05,1905,0.00974453,False,,,,,46,0
+18,10000000,0.0,64,False,997567,0.63961177,4.734e-05,1905,0.00974453,False,,,,,46,1
+18,10000000,940.8594,64,False,997567,0.63961177,4.734e-05,1905,0.00974453,False,,,,,46,2
+19,10000000,1190.0,32,False,948278,0.85235359,0.0004564,28993,0.10583802,True,,,,102.0,46,0
+19,10000000,2570.0,32,False,948278,0.85235359,0.0004564,28993,0.10583802,True,,,,102.0,46,1
+19,10000000,0.0,32,False,948278,0.85235359,0.0004564,28993,0.10583802,True,,,,102.0,46,2
+20,10000000,1190.0,16,True,969637,0.81202003,1.34e-06,32289,0.08831815,False,0.39152566,0.76337167,0.00018999,,46,0
+20,10000000,2570.0,16,True,969637,0.81202003,1.34e-06,32289,0.08831815,False,0.39152566,0.76337167,0.00018999,,46,1
+20,10000000,0.0,16,True,969637,0.81202003,1.34e-06,32289,0.08831815,False,0.39152566,0.76337167,0.00018999,,46,2
+21,10000000,1190.0,32,True,983990,0.75600104,7.786e-05,17604,0.05728132,False,0.10817185,0.10411573,2.54e-06,,46,0
+21,10000000,2570.0,32,True,983990,0.75600104,7.786e-05,17604,0.05728132,False,0.10817185,0.10411573,2.54e-06,,46,1
+21,10000000,0.0,32,True,983990,0.75600104,7.786e-05,17604,0.05728132,False,0.10817185,0.10411573,2.54e-06,,46,2
+22,10000000,2450.625,64,True,133942,0.74939433,3.6e-06,23546,0.02837482,False,0.38643274,0.51710539,1.327e-05,,46,0
+22,10000000,2383.9062,64,True,133942,0.74939433,3.6e-06,23546,0.02837482,False,0.38643274,0.51710539,1.327e-05,,46,1
+22,10000000,1494.375,64,True,133942,0.74939433,3.6e-06,23546,0.02837482,False,0.38643274,0.51710539,1.327e-05,,46,2
+23,10000000,2570.0,64,False,205257,0.75728822,0.00159175,30524,0.03906393,False,,,,,46,0
+23,10000000,2570.0,64,False,205257,0.75728822,0.00159175,30524,0.03906393,False,,,,,46,1
+23,10000000,0.0,64,False,205257,0.75728822,0.00159175,30524,0.03906393,False,,,,,46,2
+24,10000000,2770.0,32,True,903194,0.78883391,1.1e-06,3738,0.16532961,False,0.0359338,0.22245905,1.656e-05,,46,0
+24,10000000,0.0,32,True,903194,0.78883391,1.1e-06,3738,0.16532961,False,0.0359338,0.22245905,1.656e-05,,46,1
+24,10000000,2570.0,32,True,903194,0.78883391,1.1e-06,3738,0.16532961,False,0.0359338,0.22245905,1.656e-05,,46,2
 25,10000000,5548.75,32,True,1966,0.79991254,0.04801871,21138,0.13803589,True,0.9114583,0.34724225,2.24e-06,1888.0,46,0
 25,10000000,6132.2656,32,True,1966,0.79991254,0.04801871,21138,0.13803589,True,0.9114583,0.34724225,2.24e-06,1888.0,46,1
 25,10000000,7733.5156,32,True,1966,0.79991254,0.04801871,21138,0.13803589,True,0.9114583,0.34724225,2.24e-06,1888.0,46,2
-26,10000000,0.0,16,False,350860,0.67303824,0.00021594,11901,0.19557537,False,NaN,NaN,NaN,NaN,46,0
-26,10000000,0.0,16,False,350860,0.67303824,0.00021594,11901,0.19557537,False,NaN,NaN,NaN,NaN,46,1
-26,10000000,0.0,16,False,350860,0.67303824,0.00021594,11901,0.19557537,False,NaN,NaN,NaN,NaN,46,2
-27,10000000,2770.0,32,False,368117,0.76423876,0.00018578,12563,0.19859415,True,NaN,NaN,NaN,1492.0,46,0
-27,10000000,2570.0,32,False,368117,0.76423876,0.00018578,12563,0.19859415,True,NaN,NaN,NaN,1492.0,46,1
-27,10000000,0.0,32,False,368117,0.76423876,0.00018578,12563,0.19859415,True,NaN,NaN,NaN,1492.0,46,2
-28,10000000,3178.3594,32,False,668316,0.77331781,0.00012041,26307,0.12102778,True,NaN,NaN,NaN,1465.0,46,0
-28,10000000,4058.5938,32,False,668316,0.77331781,0.00012041,26307,0.12102778,True,NaN,NaN,NaN,1465.0,46,1
-28,10000000,3681.5625,32,False,668316,0.77331781,0.00012041,26307,0.12102778,True,NaN,NaN,NaN,1465.0,46,2
-29,10000000,5386.797,64,False,514054,0.99154821,0.00017845,13662,0.13853404,False,NaN,NaN,NaN,NaN,46,0
-29,10000000,3011.0156,64,False,514054,0.99154821,0.00017845,13662,0.13853404,False,NaN,NaN,NaN,NaN,46,1
-29,10000000,1465.3125,64,False,514054,0.99154821,0.00017845,13662,0.13853404,False,NaN,NaN,NaN,NaN,46,2
-30,10000000,1120.7031,64,True,955805,0.83687971,0.01913783,21056,0.04224205,False,0.30857635,0.92332398,0.00026608,NaN,46,0
-30,10000000,0.0,64,True,955805,0.83687971,0.01913783,21056,0.04224205,False,0.30857635,0.92332398,0.00026608,NaN,46,1
-30,10000000,0.0,64,True,955805,0.83687971,0.01913783,21056,0.04224205,False,0.30857635,0.92332398,0.00026608,NaN,46,2
-31,10000000,2385.1562,16,False,516521,0.77999919,6.684e-05,10236,0.1994977,True,NaN,NaN,NaN,1822.0,46,0
-31,10000000,1874.0625,16,False,516521,0.77999919,6.684e-05,10236,0.1994977,True,NaN,NaN,NaN,1822.0,46,1
-31,10000000,1730.4688,16,False,516521,0.77999919,6.684e-05,10236,0.1994977,True,NaN,NaN,NaN,1822.0,46,2
+26,10000000,0.0,16,False,350860,0.67303824,0.00021594,11901,0.19557537,False,,,,,46,0
+26,10000000,0.0,16,False,350860,0.67303824,0.00021594,11901,0.19557537,False,,,,,46,1
+26,10000000,0.0,16,False,350860,0.67303824,0.00021594,11901,0.19557537,False,,,,,46,2
+27,10000000,2770.0,32,False,368117,0.76423876,0.00018578,12563,0.19859415,True,,,,1492.0,46,0
+27,10000000,2570.0,32,False,368117,0.76423876,0.00018578,12563,0.19859415,True,,,,1492.0,46,1
+27,10000000,0.0,32,False,368117,0.76423876,0.00018578,12563,0.19859415,True,,,,1492.0,46,2
+28,10000000,3178.3594,32,False,668316,0.77331781,0.00012041,26307,0.12102778,True,,,,1465.0,46,0
+28,10000000,4058.5938,32,False,668316,0.77331781,0.00012041,26307,0.12102778,True,,,,1465.0,46,1
+28,10000000,3681.5625,32,False,668316,0.77331781,0.00012041,26307,0.12102778,True,,,,1465.0,46,2
+29,10000000,5386.797,64,False,514054,0.99154821,0.00017845,13662,0.13853404,False,,,,,46,0
+29,10000000,3011.0156,64,False,514054,0.99154821,0.00017845,13662,0.13853404,False,,,,,46,1
+29,10000000,1465.3125,64,False,514054,0.99154821,0.00017845,13662,0.13853404,False,,,,,46,2
+30,10000000,1120.7031,64,True,955805,0.83687971,0.01913783,21056,0.04224205,False,0.30857635,0.92332398,0.00026608,,46,0
+30,10000000,0.0,64,True,955805,0.83687971,0.01913783,21056,0.04224205,False,0.30857635,0.92332398,0.00026608,,46,1
+30,10000000,0.0,64,True,955805,0.83687971,0.01913783,21056,0.04224205,False,0.30857635,0.92332398,0.00026608,,46,2
+31,10000000,2385.1562,16,False,516521,0.77999919,6.684e-05,10236,0.1994977,True,,,,1822.0,46,0
+31,10000000,1874.0625,16,False,516521,0.77999919,6.684e-05,10236,0.1994977,True,,,,1822.0,46,1
+31,10000000,1730.4688,16,False,516521,0.77999919,6.684e-05,10236,0.1994977,True,,,,1822.0,46,2

rs/box2d_bipedal_walker_sac.csv

@@ -1,163 +1,163 @@
 config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.learning_rate,hp_config.learning_starts,hp_config.reward_scale,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.tau,optimisation_seed,seed
-0,500000,-84.19379,512,True,431434,5.18e-06,2433,0.40596116,False,0.24044363,0.47209526,5.141e-05,NaN,42,0
-0,500000,-70.329124,512,True,431434,5.18e-06,2433,0.40596116,False,0.24044363,0.47209526,5.141e-05,NaN,42,1
-0,500000,299.49524,512,True,431434,5.18e-06,2433,0.40596116,False,0.24044363,0.47209526,5.141e-05,NaN,42,2
-1,500000,-104.85802,128,False,439998,0.02979454,1016,3.12349072,True,NaN,NaN,NaN,0.07292277,42,0
-1,500000,-51.73207,128,False,439998,0.02979454,1016,3.12349072,True,NaN,NaN,NaN,0.07292277,42,1
-1,500000,-99.018906,128,False,439998,0.02979454,1016,3.12349072,True,NaN,NaN,NaN,0.07292277,42,2
+0,500000,-84.19379,512,True,431434,5.18e-06,2433,0.40596116,False,0.24044363,0.47209526,5.141e-05,,42,0
+0,500000,-70.329124,512,True,431434,5.18e-06,2433,0.40596116,False,0.24044363,0.47209526,5.141e-05,,42,1
+0,500000,299.49524,512,True,431434,5.18e-06,2433,0.40596116,False,0.24044363,0.47209526,5.141e-05,,42,2
+1,500000,-104.85802,128,False,439998,0.02979454,1016,3.12349072,True,,,,0.07292277,42,0
+1,500000,-51.73207,128,False,439998,0.02979454,1016,3.12349072,True,,,,0.07292277,42,1
+1,500000,-99.018906,128,False,439998,0.02979454,1016,3.12349072,True,,,,0.07292277,42,2
 2,500000,-121.05207,512,True,99830,0.00041083,2790,0.18996033,True,0.93040068,0.19470436,4e-08,0.86212328,42,0
 2,500000,-98.99622,512,True,99830,0.00041083,2790,0.18996033,True,0.93040068,0.19470436,4e-08,0.86212328,42,1
 2,500000,-109.76396,512,True,99830,0.00041083,2790,0.18996033,True,0.93040068,0.19470436,4e-08,0.86212328,42,2
-3,500000,7.270702,512,False,448624,1.715e-05,698,6.55438234,False,NaN,NaN,NaN,NaN,42,0
-3,500000,32.197247,512,False,448624,1.715e-05,698,6.55438234,False,NaN,NaN,NaN,NaN,42,1
-3,500000,186.6024,512,False,448624,1.715e-05,698,6.55438234,False,NaN,NaN,NaN,NaN,42,2
-4,500000,311.27655,512,True,454953,0.01219301,4548,2.5160291,False,0.89956865,0.01501097,1e-08,NaN,42,0
-4,500000,292.84906,512,True,454953,0.01219301,4548,2.5160291,False,0.89956865,0.01501097,1e-08,NaN,42,1
-4,500000,319.99792,512,True,454953,0.01219301,4548,2.5160291,False,0.89956865,0.01501097,1e-08,NaN,42,2
-5,500000,-32.971085,512,False,339381,5.628e-05,7683,8.08829819,True,NaN,NaN,NaN,0.30233768,42,0
-5,500000,-49.02458,512,False,339381,5.628e-05,7683,8.08829819,True,NaN,NaN,NaN,0.30233768,42,1
-5,500000,-97.23497,512,False,339381,5.628e-05,7683,8.08829819,True,NaN,NaN,NaN,0.30233768,42,2
-6,500000,-113.47292,512,True,220987,0.00980564,6614,1.21699633,False,0.33338473,0.84360284,0.0,NaN,42,0
-6,500000,-172.00912,512,True,220987,0.00980564,6614,1.21699633,False,0.33338473,0.84360284,0.0,NaN,42,1
-6,500000,-115.06806,512,True,220987,0.00980564,6614,1.21699633,False,0.33338473,0.84360284,0.0,NaN,42,2
-7,500000,-125.37545,512,False,139901,2.51e-05,8130,3.27862858,False,NaN,NaN,NaN,NaN,42,0
-7,500000,-96.69481,512,False,139901,2.51e-05,8130,3.27862858,False,NaN,NaN,NaN,NaN,42,1
-7,500000,-101.12836,512,False,139901,2.51e-05,8130,3.27862858,False,NaN,NaN,NaN,NaN,42,2
+3,500000,7.270702,512,False,448624,1.715e-05,698,6.55438234,False,,,,,42,0
+3,500000,32.197247,512,False,448624,1.715e-05,698,6.55438234,False,,,,,42,1
+3,500000,186.6024,512,False,448624,1.715e-05,698,6.55438234,False,,,,,42,2
+4,500000,311.27655,512,True,454953,0.01219301,4548,2.5160291,False,0.89956865,0.01501097,1e-08,,42,0
+4,500000,292.84906,512,True,454953,0.01219301,4548,2.5160291,False,0.89956865,0.01501097,1e-08,,42,1
+4,500000,319.99792,512,True,454953,0.01219301,4548,2.5160291,False,0.89956865,0.01501097,1e-08,,42,2
+5,500000,-32.971085,512,False,339381,5.628e-05,7683,8.08829819,True,,,,0.30233768,42,0
+5,500000,-49.02458,512,False,339381,5.628e-05,7683,8.08829819,True,,,,0.30233768,42,1
+5,500000,-97.23497,512,False,339381,5.628e-05,7683,8.08829819,True,,,,0.30233768,42,2
+6,500000,-113.47292,512,True,220987,0.00980564,6614,1.21699633,False,0.33338473,0.84360284,0.0,,42,0
+6,500000,-172.00912,512,True,220987,0.00980564,6614,1.21699633,False,0.33338473,0.84360284,0.0,,42,1
+6,500000,-115.06806,512,True,220987,0.00980564,6614,1.21699633,False,0.33338473,0.84360284,0.0,,42,2
+7,500000,-125.37545,512,False,139901,2.51e-05,8130,3.27862858,False,,,,,42,0
+7,500000,-96.69481,512,False,139901,2.51e-05,8130,3.27862858,False,,,,,42,1
+7,500000,-101.12836,512,False,139901,2.51e-05,8130,3.27862858,False,,,,,42,2
 8,500000,-112.75627,256,True,492096,2.343e-05,6748,2.4744252,True,0.57283508,0.58473857,5.01e-06,0.39572191,42,0
 8,500000,-104.082306,256,True,492096,2.343e-05,6748,2.4744252,True,0.57283508,0.58473857,5.01e-06,0.39572191,42,1
 8,500000,-98.76125,256,True,492096,2.343e-05,6748,2.4744252,True,0.57283508,0.58473857,5.01e-06,0.39572191,42,2
-9,500000,-22.770374,512,False,140431,0.00058683,7860,0.76394308,False,NaN,NaN,NaN,NaN,42,0
-9,500000,-47.610935,512,False,140431,0.00058683,7860,0.76394308,False,NaN,NaN,NaN,NaN,42,1
-9,500000,-125.27586,512,False,140431,0.00058683,7860,0.76394308,False,NaN,NaN,NaN,NaN,42,2
+9,500000,-22.770374,512,False,140431,0.00058683,7860,0.76394308,False,,,,,42,0
+9,500000,-47.610935,512,False,140431,0.00058683,7860,0.76394308,False,,,,,42,1
+9,500000,-125.27586,512,False,140431,0.00058683,7860,0.76394308,False,,,,,42,2
 10,500000,-120.67714,512,True,31379,0.00176219,7576,4.01993007,True,0.55831574,0.45999565,3e-08,0.28460737,42,0
 10,500000,-98.96428,512,True,31379,0.00176219,7576,4.01993007,True,0.55831574,0.45999565,3e-08,0.28460737,42,1
 10,500000,-109.0155,512,True,31379,0.00176219,7576,4.01993007,True,0.55831574,0.45999565,3e-08,0.28460737,42,2
 11,500000,50.1513,128,True,167643,2.4e-06,9,0.1129104,True,0.83087258,0.02353525,3.68e-05,0.24867398,42,0
 11,500000,-92.59671,128,True,167643,2.4e-06,9,0.1129104,True,0.83087258,0.02353525,3.68e-05,0.24867398,42,1
 11,500000,-83.933655,128,True,167643,2.4e-06,9,0.1129104,True,0.83087258,0.02353525,3.68e-05,0.24867398,42,2
-12,500000,-35.79734,128,False,313090,0.00057482,3374,6.40180022,True,NaN,NaN,NaN,0.63706685,42,0
-12,500000,-45.864677,128,False,313090,0.00057482,3374,6.40180022,True,NaN,NaN,NaN,0.63706685,42,1
-12,500000,-50.9177,128,False,313090,0.00057482,3374,6.40180022,True,NaN,NaN,NaN,0.63706685,42,2
-13,500000,-14.446285,512,False,338865,0.01285148,6376,0.15296116,False,NaN,NaN,NaN,NaN,42,0
-13,500000,-46.21116,512,False,338865,0.01285148,6376,0.15296116,False,NaN,NaN,NaN,NaN,42,1
-13,500000,-73.83774,512,False,338865,0.01285148,6376,0.15296116,False,NaN,NaN,NaN,NaN,42,2
-14,500000,-71.43109,128,True,246909,0.00092889,4206,0.47303543,False,0.11076465,0.29224422,1.1e-07,NaN,42,0
-14,500000,-94.88243,128,True,246909,0.00092889,4206,0.47303543,False,0.11076465,0.29224422,1.1e-07,NaN,42,1
-14,500000,-62.215004,128,True,246909,0.00092889,4206,0.47303543,False,0.11076465,0.29224422,1.1e-07,NaN,42,2
-15,500000,-62.7225,128,True,424345,0.00034518,1828,1.54087069,False,0.26209425,0.41772251,0.0,NaN,42,0
-15,500000,-32.676632,128,True,424345,0.00034518,1828,1.54087069,False,0.26209425,0.41772251,0.0,NaN,42,1
-15,500000,-13.672003,128,True,424345,0.00034518,1828,1.54087069,False,0.26209425,0.41772251,0.0,NaN,42,2
-16,500000,-59.51834,256,True,126525,9.167e-05,6565,1.42880362,False,0.9404338,0.62387203,4e-08,NaN,42,0
-16,500000,-52.55942,256,True,126525,9.167e-05,6565,1.42880362,False,0.9404338,0.62387203,4e-08,NaN,42,1
-16,500000,-43.311348,256,True,126525,9.167e-05,6565,1.42880362,False,0.9404338,0.62387203,4e-08,NaN,42,2
-17,500000,-151.13124,128,True,148574,1.815e-05,6166,1.02748942,False,0.03279238,0.08654785,2e-08,NaN,42,0
-17,500000,-101.772766,128,True,148574,1.815e-05,6166,1.02748942,False,0.03279238,0.08654785,2e-08,NaN,42,1
-17,500000,-113.4027,128,True,148574,1.815e-05,6166,1.02748942,False,0.03279238,0.08654785,2e-08,NaN,42,2
+12,500000,-35.79734,128,False,313090,0.00057482,3374,6.40180022,True,,,,0.63706685,42,0
+12,500000,-45.864677,128,False,313090,0.00057482,3374,6.40180022,True,,,,0.63706685,42,1
+12,500000,-50.9177,128,False,313090,0.00057482,3374,6.40180022,True,,,,0.63706685,42,2
+13,500000,-14.446285,512,False,338865,0.01285148,6376,0.15296116,False,,,,,42,0
+13,500000,-46.21116,512,False,338865,0.01285148,6376,0.15296116,False,,,,,42,1
+13,500000,-73.83774,512,False,338865,0.01285148,6376,0.15296116,False,,,,,42,2
+14,500000,-71.43109,128,True,246909,0.00092889,4206,0.47303543,False,0.11076465,0.29224422,1.1e-07,,42,0
+14,500000,-94.88243,128,True,246909,0.00092889,4206,0.47303543,False,0.11076465,0.29224422,1.1e-07,,42,1
+14,500000,-62.215004,128,True,246909,0.00092889,4206,0.47303543,False,0.11076465,0.29224422,1.1e-07,,42,2
+15,500000,-62.7225,128,True,424345,0.00034518,1828,1.54087069,False,0.26209425,0.41772251,0.0,,42,0
+15,500000,-32.676632,128,True,424345,0.00034518,1828,1.54087069,False,0.26209425,0.41772251,0.0,,42,1
+15,500000,-13.672003,128,True,424345,0.00034518,1828,1.54087069,False,0.26209425,0.41772251,0.0,,42,2
+16,500000,-59.51834,256,True,126525,9.167e-05,6565,1.42880362,False,0.9404338,0.62387203,4e-08,,42,0
+16,500000,-52.55942,256,True,126525,9.167e-05,6565,1.42880362,False,0.9404338,0.62387203,4e-08,,42,1
+16,500000,-43.311348,256,True,126525,9.167e-05,6565,1.42880362,False,0.9404338,0.62387203,4e-08,,42,2
+17,500000,-151.13124,128,True,148574,1.815e-05,6166,1.02748942,False,0.03279238,0.08654785,2e-08,,42,0
+17,500000,-101.772766,128,True,148574,1.815e-05,6166,1.02748942,False,0.03279238,0.08654785,2e-08,,42,1
+17,500000,-113.4027,128,True,148574,1.815e-05,6166,1.02748942,False,0.03279238,0.08654785,2e-08,,42,2
 18,500000,-6.982132,256,True,240714,0.00025362,1205,0.41970713,True,0.1571761,0.59943117,1e-08,0.07505155,42,0
 18,500000,-38.321835,256,True,240714,0.00025362,1205,0.41970713,True,0.1571761,0.59943117,1e-08,0.07505155,42,1
 18,500000,-83.95764,256,True,240714,0.00025362,1205,0.41970713,True,0.1571761,0.59943117,1e-08,0.07505155,42,2
-19,500000,-7.6166906,256,False,303974,0.03070097,3462,1.37685129,False,NaN,NaN,NaN,NaN,42,0
-19,500000,-62.830772,256,False,303974,0.03070097,3462,1.37685129,False,NaN,NaN,NaN,NaN,42,1
-19,500000,-91.88592,256,False,303974,0.03070097,3462,1.37685129,False,NaN,NaN,NaN,NaN,42,2
-20,500000,219.89572,128,False,258553,0.02199581,3186,0.32792564,True,NaN,NaN,NaN,0.49933111,42,0
-20,500000,-102.98052,128,False,258553,0.02199581,3186,0.32792564,True,NaN,NaN,NaN,0.49933111,42,1
-20,500000,312.1698,128,False,258553,0.02199581,3186,0.32792564,True,NaN,NaN,NaN,0.49933111,42,2
+19,500000,-7.6166906,256,False,303974,0.03070097,3462,1.37685129,False,,,,,42,0
+19,500000,-62.830772,256,False,303974,0.03070097,3462,1.37685129,False,,,,,42,1
+19,500000,-91.88592,256,False,303974,0.03070097,3462,1.37685129,False,,,,,42,2
+20,500000,219.89572,128,False,258553,0.02199581,3186,0.32792564,True,,,,0.49933111,42,0
+20,500000,-102.98052,128,False,258553,0.02199581,3186,0.32792564,True,,,,0.49933111,42,1
+20,500000,312.1698,128,False,258553,0.02199581,3186,0.32792564,True,,,,0.49933111,42,2
 21,500000,-44.56605,256,True,54300,0.03780667,2711,0.34659512,True,0.77320308,0.69151837,2.97e-06,0.91814044,42,0
 21,500000,-64.658295,256,True,54300,0.03780667,2711,0.34659512,True,0.77320308,0.69151837,2.97e-06,0.91814044,42,1
 21,500000,-19.746584,256,True,54300,0.03780667,2711,0.34659512,True,0.77320308,0.69151837,2.97e-06,0.91814044,42,2
 22,500000,-121.240974,256,True,465095,1.277e-05,4806,0.11692085,True,0.06433379,0.37105028,1.6e-07,0.66503862,42,0
 22,500000,-94.285255,256,True,465095,1.277e-05,4806,0.11692085,True,0.06433379,0.37105028,1.6e-07,0.66503862,42,1
 22,500000,-108.8293,256,True,465095,1.277e-05,4806,0.11692085,True,0.06433379,0.37105028,1.6e-07,0.66503862,42,2
-23,500000,-121.88517,256,False,227601,0.09764962,271,0.6847524,False,NaN,NaN,NaN,NaN,42,0
-23,500000,-72.71295,256,False,227601,0.09764962,271,0.6847524,False,NaN,NaN,NaN,NaN,42,1
-23,500000,-143.72357,256,False,227601,0.09764962,271,0.6847524,False,NaN,NaN,NaN,NaN,42,2
-24,500000,-28.739498,128,True,247608,0.01352161,1913,0.28111314,False,0.28022978,0.33576085,0.0,NaN,42,0
-24,500000,-15.374707,128,True,247608,0.01352161,1913,0.28111314,False,0.28022978,0.33576085,0.0,NaN,42,1
-24,500000,-95.160416,128,True,247608,0.01352161,1913,0.28111314,False,0.28022978,0.33576085,0.0,NaN,42,2
-25,500000,-92.755035,256,False,486348,0.00970801,362,0.23902486,False,NaN,NaN,NaN,NaN,42,0
-25,500000,-24.46127,256,False,486348,0.00970801,362,0.23902486,False,NaN,NaN,NaN,NaN,42,1
-25,500000,-48.254868,256,False,486348,0.00970801,362,0.23902486,False,NaN,NaN,NaN,NaN,42,2
-26,500000,232.6358,256,False,386965,1.95e-06,4811,0.13528582,True,NaN,NaN,NaN,0.42553004,42,0
-26,500000,-96.17971,256,False,386965,1.95e-06,4811,0.13528582,True,NaN,NaN,NaN,0.42553004,42,1
-26,500000,312.70734,256,False,386965,1.95e-06,4811,0.13528582,True,NaN,NaN,NaN,0.42553004,42,2
-27,500000,-41.007725,128,True,345879,0.00052019,1050,0.11615886,False,0.25506456,0.33266621,2.1e-07,NaN,42,0
-27,500000,-117.94112,128,True,345879,0.00052019,1050,0.11615886,False,0.25506456,0.33266621,2.1e-07,NaN,42,1
-27,500000,-45.284206,128,True,345879,0.00052019,1050,0.11615886,False,0.25506456,0.33266621,2.1e-07,NaN,42,2
-28,500000,-112.68557,512,False,97371,1.12e-06,6732,0.25218438,False,NaN,NaN,NaN,NaN,42,0
-28,500000,-99.36964,512,False,97371,1.12e-06,6732,0.25218438,False,NaN,NaN,NaN,NaN,42,1
-28,500000,-111.921906,512,False,97371,1.12e-06,6732,0.25218438,False,NaN,NaN,NaN,NaN,42,2
-29,500000,-111.6107,512,False,71340,0.0019658,2920,8.34758986,False,NaN,NaN,NaN,NaN,42,0
-29,500000,-83.50894,512,False,71340,0.0019658,2920,8.34758986,False,NaN,NaN,NaN,NaN,42,1
-29,500000,-95.3348,512,False,71340,0.0019658,2920,8.34758986,False,NaN,NaN,NaN,NaN,42,2
-30,500000,-32.265408,256,False,97083,0.000789,2113,0.80831211,False,NaN,NaN,NaN,NaN,42,0
-30,500000,-25.594288,256,False,97083,0.000789,2113,0.80831211,False,NaN,NaN,NaN,NaN,42,1
-30,500000,-10.652429,256,False,97083,0.000789,2113,0.80831211,False,NaN,NaN,NaN,NaN,42,2
-31,500000,-82.98337,128,True,327346,0.08573351,5342,0.48451472,False,0.97021293,0.18537829,3.1e-07,NaN,42,0
-31,500000,227.77924,128,True,327346,0.08573351,5342,0.48451472,False,0.97021293,0.18537829,3.1e-07,NaN,42,1
-31,500000,-81.23645,128,True,327346,0.08573351,5342,0.48451472,False,0.97021293,0.18537829,3.1e-07,NaN,42,2
-0,500000,-47.047066,512,False,312897,1.24e-05,2534,0.37964237,False,NaN,NaN,NaN,NaN,45,0
-0,500000,-49.312187,512,False,312897,1.24e-05,2534,0.37964237,False,NaN,NaN,NaN,NaN,45,1
-0,500000,-6.0888844,512,False,312897,1.24e-05,2534,0.37964237,False,NaN,NaN,NaN,NaN,45,2
-1,500000,-94.94012,128,False,483090,0.0832114,324,0.86430096,False,NaN,NaN,NaN,NaN,45,0
-1,500000,-75.0896,128,False,483090,0.0832114,324,0.86430096,False,NaN,NaN,NaN,NaN,45,1
-1,500000,-93.60794,128,False,483090,0.0832114,324,0.86430096,False,NaN,NaN,NaN,NaN,45,2
+23,500000,-121.88517,256,False,227601,0.09764962,271,0.6847524,False,,,,,42,0
+23,500000,-72.71295,256,False,227601,0.09764962,271,0.6847524,False,,,,,42,1
+23,500000,-143.72357,256,False,227601,0.09764962,271,0.6847524,False,,,,,42,2
+24,500000,-28.739498,128,True,247608,0.01352161,1913,0.28111314,False,0.28022978,0.33576085,0.0,,42,0
+24,500000,-15.374707,128,True,247608,0.01352161,1913,0.28111314,False,0.28022978,0.33576085,0.0,,42,1
+24,500000,-95.160416,128,True,247608,0.01352161,1913,0.28111314,False,0.28022978,0.33576085,0.0,,42,2
+25,500000,-92.755035,256,False,486348,0.00970801,362,0.23902486,False,,,,,42,0
+25,500000,-24.46127,256,False,486348,0.00970801,362,0.23902486,False,,,,,42,1
+25,500000,-48.254868,256,False,486348,0.00970801,362,0.23902486,False,,,,,42,2
+26,500000,232.6358,256,False,386965,1.95e-06,4811,0.13528582,True,,,,0.42553004,42,0
+26,500000,-96.17971,256,False,386965,1.95e-06,4811,0.13528582,True,,,,0.42553004,42,1
+26,500000,312.70734,256,False,386965,1.95e-06,4811,0.13528582,True,,,,0.42553004,42,2
+27,500000,-41.007725,128,True,345879,0.00052019,1050,0.11615886,False,0.25506456,0.33266621,2.1e-07,,42,0
+27,500000,-117.94112,128,True,345879,0.00052019,1050,0.11615886,False,0.25506456,0.33266621,2.1e-07,,42,1
+27,500000,-45.284206,128,True,345879,0.00052019,1050,0.11615886,False,0.25506456,0.33266621,2.1e-07,,42,2
+28,500000,-112.68557,512,False,97371,1.12e-06,6732,0.25218438,False,,,,,42,0
+28,500000,-99.36964,512,False,97371,1.12e-06,6732,0.25218438,False,,,,,42,1
+28,500000,-111.921906,512,False,97371,1.12e-06,6732,0.25218438,False,,,,,42,2
+29,500000,-111.6107,512,False,71340,0.0019658,2920,8.34758986,False,,,,,42,0
+29,500000,-83.50894,512,False,71340,0.0019658,2920,8.34758986,False,,,,,42,1
+29,500000,-95.3348,512,False,71340,0.0019658,2920,8.34758986,False,,,,,42,2
+30,500000,-32.265408,256,False,97083,0.000789,2113,0.80831211,False,,,,,42,0
+30,500000,-25.594288,256,False,97083,0.000789,2113,0.80831211,False,,,,,42,1
+30,500000,-10.652429,256,False,97083,0.000789,2113,0.80831211,False,,,,,42,2
+31,500000,-82.98337,128,True,327346,0.08573351,5342,0.48451472,False,0.97021293,0.18537829,3.1e-07,,42,0
+31,500000,227.77924,128,True,327346,0.08573351,5342,0.48451472,False,0.97021293,0.18537829,3.1e-07,,42,1
+31,500000,-81.23645,128,True,327346,0.08573351,5342,0.48451472,False,0.97021293,0.18537829,3.1e-07,,42,2
+0,500000,-47.047066,512,False,312897,1.24e-05,2534,0.37964237,False,,,,,45,0
+0,500000,-49.312187,512,False,312897,1.24e-05,2534,0.37964237,False,,,,,45,1
+0,500000,-6.0888844,512,False,312897,1.24e-05,2534,0.37964237,False,,,,,45,2
+1,500000,-94.94012,128,False,483090,0.0832114,324,0.86430096,False,,,,,45,0
+1,500000,-75.0896,128,False,483090,0.0832114,324,0.86430096,False,,,,,45,1
+1,500000,-93.60794,128,False,483090,0.0832114,324,0.86430096,False,,,,,45,2
 2,500000,306.5214,128,True,426018,0.00026826,5214,0.54592386,True,0.13759644,0.15617633,0.0,0.81169916,45,0
 2,500000,299.65555,128,True,426018,0.00026826,5214,0.54592386,True,0.13759644,0.15617633,0.0,0.81169916,45,1
 2,500000,-109.648636,128,True,426018,0.00026826,5214,0.54592386,True,0.13759644,0.15617633,0.0,0.81169916,45,2
-3,500000,304.80463,256,False,483829,3.76e-06,1791,0.45969843,False,NaN,NaN,NaN,NaN,45,0
-3,500000,23.840267,256,False,483829,3.76e-06,1791,0.45969843,False,NaN,NaN,NaN,NaN,45,1
-3,500000,237.10873,256,False,483829,3.76e-06,1791,0.45969843,False,NaN,NaN,NaN,NaN,45,2
+3,500000,304.80463,256,False,483829,3.76e-06,1791,0.45969843,False,,,,,45,0
+3,500000,23.840267,256,False,483829,3.76e-06,1791,0.45969843,False,,,,,45,1
+3,500000,237.10873,256,False,483829,3.76e-06,1791,0.45969843,False,,,,,45,2
 4,500000,-84.08984,512,True,305164,1.65e-06,2049,0.57824881,True,0.18636756,0.68754784,1e-08,0.31670909,45,0
 4,500000,-128.02423,512,True,305164,1.65e-06,2049,0.57824881,True,0.18636756,0.68754784,1e-08,0.31670909,45,1
 4,500000,-100.40025,512,True,305164,1.65e-06,2049,0.57824881,True,0.18636756,0.68754784,1e-08,0.31670909,45,2
-5,500000,-65.24931,128,False,21594,0.00432869,6546,6.45277614,False,NaN,NaN,NaN,NaN,45,0
-5,500000,152.65417,128,False,21594,0.00432869,6546,6.45277614,False,NaN,NaN,NaN,NaN,45,1
-5,500000,168.74403,128,False,21594,0.00432869,6546,6.45277614,False,NaN,NaN,NaN,NaN,45,2
+5,500000,-65.24931,128,False,21594,0.00432869,6546,6.45277614,False,,,,,45,0
+5,500000,152.65417,128,False,21594,0.00432869,6546,6.45277614,False,,,,,45,1
+5,500000,168.74403,128,False,21594,0.00432869,6546,6.45277614,False,,,,,45,2
 6,500000,-59.63874,512,True,31894,0.00025055,7459,5.32180179,True,0.38127753,0.3612742,1.81e-06,0.09427937,45,0
 6,500000,-124.06998,512,True,31894,0.00025055,7459,5.32180179,True,0.38127753,0.3612742,1.81e-06,0.09427937,45,1
 6,500000,-67.02445,512,True,31894,0.00025055,7459,5.32180179,True,0.38127753,0.3612742,1.81e-06,0.09427937,45,2
-7,500000,-33.413277,512,False,316571,0.00177177,7857,6.95242783,True,NaN,NaN,NaN,0.08978099,45,0
-7,500000,-33.732956,512,False,316571,0.00177177,7857,6.95242783,True,NaN,NaN,NaN,0.08978099,45,1
-7,500000,-108.14818,512,False,316571,0.00177177,7857,6.95242783,True,NaN,NaN,NaN,0.08978099,45,2
-8,500000,-101.01151,512,False,228625,8.191e-05,476,3.44126473,False,NaN,NaN,NaN,NaN,45,0
-8,500000,-121.339584,512,False,228625,8.191e-05,476,3.44126473,False,NaN,NaN,NaN,NaN,45,1
-8,500000,-101.55584,512,False,228625,8.191e-05,476,3.44126473,False,NaN,NaN,NaN,NaN,45,2
-9,500000,306.69568,256,False,218924,1.19e-06,567,0.21224085,True,NaN,NaN,NaN,0.94635398,45,0
-9,500000,244.84186,256,False,218924,1.19e-06,567,0.21224085,True,NaN,NaN,NaN,0.94635398,45,1
-9,500000,301.96,256,False,218924,1.19e-06,567,0.21224085,True,NaN,NaN,NaN,0.94635398,45,2
-10,500000,-30.042267,512,False,282039,0.00012999,7886,4.40102637,True,NaN,NaN,NaN,0.04062122,45,0
-10,500000,-13.409913,512,False,282039,0.00012999,7886,4.40102637,True,NaN,NaN,NaN,0.04062122,45,1
-10,500000,-32.30441,512,False,282039,0.00012999,7886,4.40102637,True,NaN,NaN,NaN,0.04062122,45,2
-11,500000,-42.88759,256,True,415459,5.925e-05,2165,0.20163759,False,0.28795341,0.77061152,7.58e-06,NaN,45,0
-11,500000,-38.993263,256,True,415459,5.925e-05,2165,0.20163759,False,0.28795341,0.77061152,7.58e-06,NaN,45,1
-11,500000,-57.804634,256,True,415459,5.925e-05,2165,0.20163759,False,0.28795341,0.77061152,7.58e-06,NaN,45,2
-12,500000,158.98465,128,False,297917,0.00027879,2504,2.68640367,True,NaN,NaN,NaN,0.07264722,45,0
-12,500000,286.54395,128,False,297917,0.00027879,2504,2.68640367,True,NaN,NaN,NaN,0.07264722,45,1
-12,500000,-44.213863,128,False,297917,0.00027879,2504,2.68640367,True,NaN,NaN,NaN,0.07264722,45,2
-13,500000,-43.718674,256,False,341734,0.00830509,4429,0.50748649,True,NaN,NaN,NaN,0.41661153,45,0
-13,500000,270.37097,256,False,341734,0.00830509,4429,0.50748649,True,NaN,NaN,NaN,0.41661153,45,1
-13,500000,255.9015,256,False,341734,0.00830509,4429,0.50748649,True,NaN,NaN,NaN,0.41661153,45,2
-14,500000,-77.04767,128,False,104961,0.0208595,5798,0.34129358,False,NaN,NaN,NaN,NaN,45,0
-14,500000,-87.429756,128,False,104961,0.0208595,5798,0.34129358,False,NaN,NaN,NaN,NaN,45,1
-14,500000,-106.976685,128,False,104961,0.0208595,5798,0.34129358,False,NaN,NaN,NaN,NaN,45,2
-15,500000,-109.627365,512,False,208700,0.00543307,2254,0.39386399,True,NaN,NaN,NaN,0.03521051,45,0
-15,500000,-80.42714,512,False,208700,0.00543307,2254,0.39386399,True,NaN,NaN,NaN,0.03521051,45,1
-15,500000,259.31,512,False,208700,0.00543307,2254,0.39386399,True,NaN,NaN,NaN,0.03521051,45,2
-16,500000,-103.7756,128,False,481081,1.12e-06,7661,1.28819035,True,NaN,NaN,NaN,0.52337438,45,0
-16,500000,4.476035,128,False,481081,1.12e-06,7661,1.28819035,True,NaN,NaN,NaN,0.52337438,45,1
-16,500000,-61.342564,128,False,481081,1.12e-06,7661,1.28819035,True,NaN,NaN,NaN,0.52337438,45,2
-17,500000,-104.15979,128,False,267997,0.00386306,523,6.05310432,False,NaN,NaN,NaN,NaN,45,0
-17,500000,-28.169508,128,False,267997,0.00386306,523,6.05310432,False,NaN,NaN,NaN,NaN,45,1
-17,500000,-100.24072,128,False,267997,0.00386306,523,6.05310432,False,NaN,NaN,NaN,NaN,45,2
-18,500000,-119.10695,512,False,18894,0.00086529,3951,2.88210276,False,NaN,NaN,NaN,NaN,45,0
-18,500000,-121.09055,512,False,18894,0.00086529,3951,2.88210276,False,NaN,NaN,NaN,NaN,45,1
-18,500000,-92.10849,512,False,18894,0.00086529,3951,2.88210276,False,NaN,NaN,NaN,NaN,45,2
-19,500000,-124.488014,512,True,228686,0.08266236,7621,1.34111497,False,0.38783654,0.62631124,1.88e-06,NaN,45,0
-19,500000,282.60565,512,True,228686,0.08266236,7621,1.34111497,False,0.38783654,0.62631124,1.88e-06,NaN,45,1
-19,500000,13.373255,512,True,228686,0.08266236,7621,1.34111497,False,0.38783654,0.62631124,1.88e-06,NaN,45,2
-20,500000,-98.01601,512,False,75655,0.00075179,7124,0.92377866,False,NaN,NaN,NaN,NaN,45,0
-20,500000,-113.4271,512,False,75655,0.00075179,7124,0.92377866,False,NaN,NaN,NaN,NaN,45,1
-20,500000,-92.819595,512,False,75655,0.00075179,7124,0.92377866,False,NaN,NaN,NaN,NaN,45,2
+7,500000,-33.413277,512,False,316571,0.00177177,7857,6.95242783,True,,,,0.08978099,45,0
+7,500000,-33.732956,512,False,316571,0.00177177,7857,6.95242783,True,,,,0.08978099,45,1
+7,500000,-108.14818,512,False,316571,0.00177177,7857,6.95242783,True,,,,0.08978099,45,2
+8,500000,-101.01151,512,False,228625,8.191e-05,476,3.44126473,False,,,,,45,0
+8,500000,-121.339584,512,False,228625,8.191e-05,476,3.44126473,False,,,,,45,1
+8,500000,-101.55584,512,False,228625,8.191e-05,476,3.44126473,False,,,,,45,2
+9,500000,306.69568,256,False,218924,1.19e-06,567,0.21224085,True,,,,0.94635398,45,0
+9,500000,244.84186,256,False,218924,1.19e-06,567,0.21224085,True,,,,0.94635398,45,1
+9,500000,301.96,256,False,218924,1.19e-06,567,0.21224085,True,,,,0.94635398,45,2
+10,500000,-30.042267,512,False,282039,0.00012999,7886,4.40102637,True,,,,0.04062122,45,0
+10,500000,-13.409913,512,False,282039,0.00012999,7886,4.40102637,True,,,,0.04062122,45,1
+10,500000,-32.30441,512,False,282039,0.00012999,7886,4.40102637,True,,,,0.04062122,45,2
+11,500000,-42.88759,256,True,415459,5.925e-05,2165,0.20163759,False,0.28795341,0.77061152,7.58e-06,,45,0
+11,500000,-38.993263,256,True,415459,5.925e-05,2165,0.20163759,False,0.28795341,0.77061152,7.58e-06,,45,1
+11,500000,-57.804634,256,True,415459,5.925e-05,2165,0.20163759,False,0.28795341,0.77061152,7.58e-06,,45,2
+12,500000,158.98465,128,False,297917,0.00027879,2504,2.68640367,True,,,,0.07264722,45,0
+12,500000,286.54395,128,False,297917,0.00027879,2504,2.68640367,True,,,,0.07264722,45,1
+12,500000,-44.213863,128,False,297917,0.00027879,2504,2.68640367,True,,,,0.07264722,45,2
+13,500000,-43.718674,256,False,341734,0.00830509,4429,0.50748649,True,,,,0.41661153,45,0
+13,500000,270.37097,256,False,341734,0.00830509,4429,0.50748649,True,,,,0.41661153,45,1
+13,500000,255.9015,256,False,341734,0.00830509,4429,0.50748649,True,,,,0.41661153,45,2
+14,500000,-77.04767,128,False,104961,0.0208595,5798,0.34129358,False,,,,,45,0
+14,500000,-87.429756,128,False,104961,0.0208595,5798,0.34129358,False,,,,,45,1
+14,500000,-106.976685,128,False,104961,0.0208595,5798,0.34129358,False,,,,,45,2
+15,500000,-109.627365,512,False,208700,0.00543307,2254,0.39386399,True,,,,0.03521051,45,0
+15,500000,-80.42714,512,False,208700,0.00543307,2254,0.39386399,True,,,,0.03521051,45,1
+15,500000,259.31,512,False,208700,0.00543307,2254,0.39386399,True,,,,0.03521051,45,2
+16,500000,-103.7756,128,False,481081,1.12e-06,7661,1.28819035,True,,,,0.52337438,45,0
+16,500000,4.476035,128,False,481081,1.12e-06,7661,1.28819035,True,,,,0.52337438,45,1
+16,500000,-61.342564,128,False,481081,1.12e-06,7661,1.28819035,True,,,,0.52337438,45,2
+17,500000,-104.15979,128,False,267997,0.00386306,523,6.05310432,False,,,,,45,0
+17,500000,-28.169508,128,False,267997,0.00386306,523,6.05310432,False,,,,,45,1
+17,500000,-100.24072,128,False,267997,0.00386306,523,6.05310432,False,,,,,45,2
+18,500000,-119.10695,512,False,18894,0.00086529,3951,2.88210276,False,,,,,45,0
+18,500000,-121.09055,512,False,18894,0.00086529,3951,2.88210276,False,,,,,45,1
+18,500000,-92.10849,512,False,18894,0.00086529,3951,2.88210276,False,,,,,45,2
+19,500000,-124.488014,512,True,228686,0.08266236,7621,1.34111497,False,0.38783654,0.62631124,1.88e-06,,45,0
+19,500000,282.60565,512,True,228686,0.08266236,7621,1.34111497,False,0.38783654,0.62631124,1.88e-06,,45,1
+19,500000,13.373255,512,True,228686,0.08266236,7621,1.34111497,False,0.38783654,0.62631124,1.88e-06,,45,2
+20,500000,-98.01601,512,False,75655,0.00075179,7124,0.92377866,False,,,,,45,0
+20,500000,-113.4271,512,False,75655,0.00075179,7124,0.92377866,False,,,,,45,1
+20,500000,-92.819595,512,False,75655,0.00075179,7124,0.92377866,False,,,,,45,2
 21,500000,-97.69608,128,True,27057,2.804e-05,8111,5.39815344,True,0.32669263,0.55898618,1e-07,0.06490876,45,0
 21,500000,-106.36539,128,True,27057,2.804e-05,8111,5.39815344,True,0.32669263,0.55898618,1e-07,0.06490876,45,1
 21,500000,-95.552826,128,True,27057,2.804e-05,8111,5.39815344,True,0.32669263,0.55898618,1e-07,0.06490876,45,2
@@ -167,138 +167,138 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 23,500000,291.94592,512,True,295523,0.00044445,5912,0.46044056,True,0.48769557,0.78267058,3.59e-06,0.4165849,45,0
 23,500000,74.24344,512,True,295523,0.00044445,5912,0.46044056,True,0.48769557,0.78267058,3.59e-06,0.4165849,45,1
 23,500000,-105.988686,512,True,295523,0.00044445,5912,0.46044056,True,0.48769557,0.78267058,3.59e-06,0.4165849,45,2
-24,500000,-106.03186,256,True,460901,6.49e-06,5729,0.1739402,False,0.33018537,0.2002084,2.4e-07,NaN,45,0
-24,500000,-98.927505,256,True,460901,6.49e-06,5729,0.1739402,False,0.33018537,0.2002084,2.4e-07,NaN,45,1
-24,500000,-88.8911,256,True,460901,6.49e-06,5729,0.1739402,False,0.33018537,0.2002084,2.4e-07,NaN,45,2
+24,500000,-106.03186,256,True,460901,6.49e-06,5729,0.1739402,False,0.33018537,0.2002084,2.4e-07,,45,0
+24,500000,-98.927505,256,True,460901,6.49e-06,5729,0.1739402,False,0.33018537,0.2002084,2.4e-07,,45,1
+24,500000,-88.8911,256,True,460901,6.49e-06,5729,0.1739402,False,0.33018537,0.2002084,2.4e-07,,45,2
 25,500000,-106.34158,256,True,395269,0.01802926,8174,0.12970052,True,0.77621908,0.39950869,6.546e-05,0.67986395,45,0
 25,500000,-34.93755,256,True,395269,0.01802926,8174,0.12970052,True,0.77621908,0.39950869,6.546e-05,0.67986395,45,1
 25,500000,-106.63164,256,True,395269,0.01802926,8174,0.12970052,True,0.77621908,0.39950869,6.546e-05,0.67986395,45,2
-26,500000,-89.873535,256,True,198146,0.00877697,6895,2.79764101,False,0.42024219,0.75695916,1.74e-06,NaN,45,0
-26,500000,-101.22719,256,True,198146,0.00877697,6895,2.79764101,False,0.42024219,0.75695916,1.74e-06,NaN,45,1
-26,500000,-106.51085,256,True,198146,0.00877697,6895,2.79764101,False,0.42024219,0.75695916,1.74e-06,NaN,45,2
-27,500000,-41.48822,256,False,283555,0.00045025,2831,1.73176425,True,NaN,NaN,NaN,0.4518672,45,0
-27,500000,-70.75197,256,False,283555,0.00045025,2831,1.73176425,True,NaN,NaN,NaN,0.4518672,45,1
-27,500000,-100.53938,256,False,283555,0.00045025,2831,1.73176425,True,NaN,NaN,NaN,0.4518672,45,2
-28,500000,-36.866505,256,False,204077,5.191e-05,2333,0.72923386,False,NaN,NaN,NaN,NaN,45,0
-28,500000,-110.650566,256,False,204077,5.191e-05,2333,0.72923386,False,NaN,NaN,NaN,NaN,45,1
-28,500000,-81.32242,256,False,204077,5.191e-05,2333,0.72923386,False,NaN,NaN,NaN,NaN,45,2
-29,500000,287.28052,512,True,167092,1.52e-06,1999,0.76960214,False,0.79885414,0.48168499,4e-08,NaN,45,0
-29,500000,200.74823,512,True,167092,1.52e-06,1999,0.76960214,False,0.79885414,0.48168499,4e-08,NaN,45,1
-29,500000,189.11797,512,True,167092,1.52e-06,1999,0.76960214,False,0.79885414,0.48168499,4e-08,NaN,45,2
-30,500000,-99.08646,512,False,18948,0.0093676,973,7.37528069,False,NaN,NaN,NaN,NaN,45,0
-30,500000,-121.30409,512,False,18948,0.0093676,973,7.37528069,False,NaN,NaN,NaN,NaN,45,1
-30,500000,-125.31584,512,False,18948,0.0093676,973,7.37528069,False,NaN,NaN,NaN,NaN,45,2
-31,500000,-73.34143,128,True,490611,3.76e-06,5509,3.65451328,False,0.2714302,0.32081606,4.22e-06,NaN,45,0
-31,500000,271.4082,128,True,490611,3.76e-06,5509,3.65451328,False,0.2714302,0.32081606,4.22e-06,NaN,45,1
-31,500000,-56.037205,128,True,490611,3.76e-06,5509,3.65451328,False,0.2714302,0.32081606,4.22e-06,NaN,45,2
-0,500000,-111.548325,128,False,496951,0.00355418,7517,4.00182857,True,NaN,NaN,NaN,0.83503255,44,0
-0,500000,-114.597244,128,False,496951,0.00355418,7517,4.00182857,True,NaN,NaN,NaN,0.83503255,44,1
-0,500000,-111.32146,128,False,496951,0.00355418,7517,4.00182857,True,NaN,NaN,NaN,0.83503255,44,2
-1,500000,-102.649605,128,False,404100,6.62e-06,2493,5.09758519,False,NaN,NaN,NaN,NaN,44,0
-1,500000,-123.03186,128,False,404100,6.62e-06,2493,5.09758519,False,NaN,NaN,NaN,NaN,44,1
-1,500000,-146.66193,128,False,404100,6.62e-06,2493,5.09758519,False,NaN,NaN,NaN,NaN,44,2
+26,500000,-89.873535,256,True,198146,0.00877697,6895,2.79764101,False,0.42024219,0.75695916,1.74e-06,,45,0
+26,500000,-101.22719,256,True,198146,0.00877697,6895,2.79764101,False,0.42024219,0.75695916,1.74e-06,,45,1
+26,500000,-106.51085,256,True,198146,0.00877697,6895,2.79764101,False,0.42024219,0.75695916,1.74e-06,,45,2
+27,500000,-41.48822,256,False,283555,0.00045025,2831,1.73176425,True,,,,0.4518672,45,0
+27,500000,-70.75197,256,False,283555,0.00045025,2831,1.73176425,True,,,,0.4518672,45,1
+27,500000,-100.53938,256,False,283555,0.00045025,2831,1.73176425,True,,,,0.4518672,45,2
+28,500000,-36.866505,256,False,204077,5.191e-05,2333,0.72923386,False,,,,,45,0
+28,500000,-110.650566,256,False,204077,5.191e-05,2333,0.72923386,False,,,,,45,1
+28,500000,-81.32242,256,False,204077,5.191e-05,2333,0.72923386,False,,,,,45,2
+29,500000,287.28052,512,True,167092,1.52e-06,1999,0.76960214,False,0.79885414,0.48168499,4e-08,,45,0
+29,500000,200.74823,512,True,167092,1.52e-06,1999,0.76960214,False,0.79885414,0.48168499,4e-08,,45,1
+29,500000,189.11797,512,True,167092,1.52e-06,1999,0.76960214,False,0.79885414,0.48168499,4e-08,,45,2
+30,500000,-99.08646,512,False,18948,0.0093676,973,7.37528069,False,,,,,45,0
+30,500000,-121.30409,512,False,18948,0.0093676,973,7.37528069,False,,,,,45,1
+30,500000,-125.31584,512,False,18948,0.0093676,973,7.37528069,False,,,,,45,2
+31,500000,-73.34143,128,True,490611,3.76e-06,5509,3.65451328,False,0.2714302,0.32081606,4.22e-06,,45,0
+31,500000,271.4082,128,True,490611,3.76e-06,5509,3.65451328,False,0.2714302,0.32081606,4.22e-06,,45,1
+31,500000,-56.037205,128,True,490611,3.76e-06,5509,3.65451328,False,0.2714302,0.32081606,4.22e-06,,45,2
+0,500000,-111.548325,128,False,496951,0.00355418,7517,4.00182857,True,,,,0.83503255,44,0
+0,500000,-114.597244,128,False,496951,0.00355418,7517,4.00182857,True,,,,0.83503255,44,1
+0,500000,-111.32146,128,False,496951,0.00355418,7517,4.00182857,True,,,,0.83503255,44,2
+1,500000,-102.649605,128,False,404100,6.62e-06,2493,5.09758519,False,,,,,44,0
+1,500000,-123.03186,128,False,404100,6.62e-06,2493,5.09758519,False,,,,,44,1
+1,500000,-146.66193,128,False,404100,6.62e-06,2493,5.09758519,False,,,,,44,2
 2,500000,-121.62055,512,True,429823,1.75e-06,104,0.14248416,True,0.26619243,0.36890697,2e-08,0.87902184,44,0
 2,500000,-104.03174,512,True,429823,1.75e-06,104,0.14248416,True,0.26619243,0.36890697,2e-08,0.87902184,44,1
 2,500000,-100.394875,512,True,429823,1.75e-06,104,0.14248416,True,0.26619243,0.36890697,2e-08,0.87902184,44,2
 3,500000,-55.39282,256,True,468436,0.00389255,3407,0.1810504,True,0.07210869,0.98474404,2.77e-06,0.14473985,44,0
 3,500000,-112.49577,256,True,468436,0.00389255,3407,0.1810504,True,0.07210869,0.98474404,2.77e-06,0.14473985,44,1
 3,500000,-28.567625,256,True,468436,0.00389255,3407,0.1810504,True,0.07210869,0.98474404,2.77e-06,0.14473985,44,2
-4,500000,-120.31787,512,False,475509,3.37e-06,6481,2.8024262,False,NaN,NaN,NaN,NaN,44,0
-4,500000,-92.60724,512,False,475509,3.37e-06,6481,2.8024262,False,NaN,NaN,NaN,NaN,44,1
-4,500000,-101.457054,512,False,475509,3.37e-06,6481,2.8024262,False,NaN,NaN,NaN,NaN,44,2
+4,500000,-120.31787,512,False,475509,3.37e-06,6481,2.8024262,False,,,,,44,0
+4,500000,-92.60724,512,False,475509,3.37e-06,6481,2.8024262,False,,,,,44,1
+4,500000,-101.457054,512,False,475509,3.37e-06,6481,2.8024262,False,,,,,44,2
 5,500000,303.4726,256,True,230511,7.823e-05,2259,0.21027592,True,0.16227785,0.95695215,2.26e-06,0.69175759,44,0
 5,500000,293.2509,256,True,230511,7.823e-05,2259,0.21027592,True,0.16227785,0.95695215,2.26e-06,0.69175759,44,1
 5,500000,189.80267,256,True,230511,7.823e-05,2259,0.21027592,True,0.16227785,0.95695215,2.26e-06,0.69175759,44,2
-6,500000,-99.04585,128,False,281867,0.01390016,909,0.1691233,False,NaN,NaN,NaN,NaN,44,0
-6,500000,-78.16049,128,False,281867,0.01390016,909,0.1691233,False,NaN,NaN,NaN,NaN,44,1
-6,500000,-97.910034,128,False,281867,0.01390016,909,0.1691233,False,NaN,NaN,NaN,NaN,44,2
-7,500000,-61.651382,256,False,454276,2.119e-05,4073,0.68488375,False,NaN,NaN,NaN,NaN,44,0
-7,500000,-32.894672,256,False,454276,2.119e-05,4073,0.68488375,False,NaN,NaN,NaN,NaN,44,1
-7,500000,-73.98206,256,False,454276,2.119e-05,4073,0.68488375,False,NaN,NaN,NaN,NaN,44,2
+6,500000,-99.04585,128,False,281867,0.01390016,909,0.1691233,False,,,,,44,0
+6,500000,-78.16049,128,False,281867,0.01390016,909,0.1691233,False,,,,,44,1
+6,500000,-97.910034,128,False,281867,0.01390016,909,0.1691233,False,,,,,44,2
+7,500000,-61.651382,256,False,454276,2.119e-05,4073,0.68488375,False,,,,,44,0
+7,500000,-32.894672,256,False,454276,2.119e-05,4073,0.68488375,False,,,,,44,1
+7,500000,-73.98206,256,False,454276,2.119e-05,4073,0.68488375,False,,,,,44,2
 8,500000,-116.49524,512,True,432524,0.09987411,4531,0.12391938,True,0.75769651,0.03784658,1.15e-06,0.14703792,44,0
 8,500000,-117.5665,512,True,432524,0.09987411,4531,0.12391938,True,0.75769651,0.03784658,1.15e-06,0.14703792,44,1
 8,500000,-74.856895,512,True,432524,0.09987411,4531,0.12391938,True,0.75769651,0.03784658,1.15e-06,0.14703792,44,2
-9,500000,-138.22235,256,False,191708,0.06242903,295,0.56793452,False,NaN,NaN,NaN,NaN,44,0
-9,500000,-109.70212,256,False,191708,0.06242903,295,0.56793452,False,NaN,NaN,NaN,NaN,44,1
-9,500000,-88.56429,256,False,191708,0.06242903,295,0.56793452,False,NaN,NaN,NaN,NaN,44,2
+9,500000,-138.22235,256,False,191708,0.06242903,295,0.56793452,False,,,,,44,0
+9,500000,-109.70212,256,False,191708,0.06242903,295,0.56793452,False,,,,,44,1
+9,500000,-88.56429,256,False,191708,0.06242903,295,0.56793452,False,,,,,44,2
 10,500000,-40.564796,256,True,185101,3.67e-06,1321,0.38398801,True,0.85834927,0.46915411,3.44e-06,0.64087897,44,0
 10,500000,-41.638,256,True,185101,3.67e-06,1321,0.38398801,True,0.85834927,0.46915411,3.44e-06,0.64087897,44,1
 10,500000,-23.209183,256,True,185101,3.67e-06,1321,0.38398801,True,0.85834927,0.46915411,3.44e-06,0.64087897,44,2
-11,500000,-102.74988,128,False,4034,0.00079652,1501,6.77600467,True,NaN,NaN,NaN,0.48670465,44,0
-11,500000,-17.258198,128,False,4034,0.00079652,1501,6.77600467,True,NaN,NaN,NaN,0.48670465,44,1
-11,500000,-118.46089,128,False,4034,0.00079652,1501,6.77600467,True,NaN,NaN,NaN,0.48670465,44,2
-12,500000,50.302788,512,False,146142,4.774e-05,3526,0.25574027,True,NaN,NaN,NaN,0.01268589,44,0
-12,500000,268.9213,512,False,146142,4.774e-05,3526,0.25574027,True,NaN,NaN,NaN,0.01268589,44,1
-12,500000,82.446205,512,False,146142,4.774e-05,3526,0.25574027,True,NaN,NaN,NaN,0.01268589,44,2
-13,500000,-69.62232,256,True,216505,0.01915971,3263,3.22460199,False,0.39969321,0.21280439,3e-08,NaN,44,0
-13,500000,-100.333145,256,True,216505,0.01915971,3263,3.22460199,False,0.39969321,0.21280439,3e-08,NaN,44,1
-13,500000,-109.06713,256,True,216505,0.01915971,3263,3.22460199,False,0.39969321,0.21280439,3e-08,NaN,44,2
+11,500000,-102.74988,128,False,4034,0.00079652,1501,6.77600467,True,,,,0.48670465,44,0
+11,500000,-17.258198,128,False,4034,0.00079652,1501,6.77600467,True,,,,0.48670465,44,1
+11,500000,-118.46089,128,False,4034,0.00079652,1501,6.77600467,True,,,,0.48670465,44,2
+12,500000,50.302788,512,False,146142,4.774e-05,3526,0.25574027,True,,,,0.01268589,44,0
+12,500000,268.9213,512,False,146142,4.774e-05,3526,0.25574027,True,,,,0.01268589,44,1
+12,500000,82.446205,512,False,146142,4.774e-05,3526,0.25574027,True,,,,0.01268589,44,2
+13,500000,-69.62232,256,True,216505,0.01915971,3263,3.22460199,False,0.39969321,0.21280439,3e-08,,44,0
+13,500000,-100.333145,256,True,216505,0.01915971,3263,3.22460199,False,0.39969321,0.21280439,3e-08,,44,1
+13,500000,-109.06713,256,True,216505,0.01915971,3263,3.22460199,False,0.39969321,0.21280439,3e-08,,44,2
 14,500000,41.58378,512,True,184557,4.98e-05,7801,2.46681944,True,0.10365792,0.04152867,5e-07,0.6541044,44,0
 14,500000,-27.579996,512,True,184557,4.98e-05,7801,2.46681944,True,0.10365792,0.04152867,5e-07,0.6541044,44,1
 14,500000,274.31335,512,True,184557,4.98e-05,7801,2.46681944,True,0.10365792,0.04152867,5e-07,0.6541044,44,2
-15,500000,-90.22694,512,False,209784,8.148e-05,8022,2.01036734,False,NaN,NaN,NaN,NaN,44,0
-15,500000,269.82098,512,False,209784,8.148e-05,8022,2.01036734,False,NaN,NaN,NaN,NaN,44,1
-15,500000,259.39508,512,False,209784,8.148e-05,8022,2.01036734,False,NaN,NaN,NaN,NaN,44,2
-16,500000,-92.17146,256,True,161781,7.94e-06,6911,6.85470611,False,0.97565058,0.08137639,6.069e-05,NaN,44,0
-16,500000,-116.446594,256,True,161781,7.94e-06,6911,6.85470611,False,0.97565058,0.08137639,6.069e-05,NaN,44,1
-16,500000,-63.102123,256,True,161781,7.94e-06,6911,6.85470611,False,0.97565058,0.08137639,6.069e-05,NaN,44,2
-17,500000,315.31683,256,False,168323,0.00020407,2184,0.85455642,False,NaN,NaN,NaN,NaN,44,0
-17,500000,280.61877,256,False,168323,0.00020407,2184,0.85455642,False,NaN,NaN,NaN,NaN,44,1
-17,500000,308.42215,256,False,168323,0.00020407,2184,0.85455642,False,NaN,NaN,NaN,NaN,44,2
-18,500000,122.04666,512,False,5650,0.00010015,7013,0.91175283,False,NaN,NaN,NaN,NaN,44,0
-18,500000,-88.70106,512,False,5650,0.00010015,7013,0.91175283,False,NaN,NaN,NaN,NaN,44,1
-18,500000,-69.13782,512,False,5650,0.00010015,7013,0.91175283,False,NaN,NaN,NaN,NaN,44,2
-19,500000,-68.451096,512,True,304683,0.00010388,1271,1.51878729,False,0.55999413,0.56561587,0.0,NaN,44,0
-19,500000,-10.763651,512,True,304683,0.00010388,1271,1.51878729,False,0.55999413,0.56561587,0.0,NaN,44,1
-19,500000,132.14026,512,True,304683,0.00010388,1271,1.51878729,False,0.55999413,0.56561587,0.0,NaN,44,2
-20,500000,-19.21666,512,True,9238,0.00076494,375,0.15272778,False,0.21819672,0.07182826,0.0,NaN,44,0
-20,500000,-122.239395,512,True,9238,0.00076494,375,0.15272778,False,0.21819672,0.07182826,0.0,NaN,44,1
-20,500000,-106.99522,512,True,9238,0.00076494,375,0.15272778,False,0.21819672,0.07182826,0.0,NaN,44,2
-21,500000,93.67851,256,True,50528,2.164e-05,932,0.12653294,False,0.85268964,0.34401145,1.16e-06,NaN,44,0
-21,500000,-79.16148,256,True,50528,2.164e-05,932,0.12653294,False,0.85268964,0.34401145,1.16e-06,NaN,44,1
-21,500000,-69.30508,256,True,50528,2.164e-05,932,0.12653294,False,0.85268964,0.34401145,1.16e-06,NaN,44,2
-22,500000,3.2931647,512,False,369946,8.193e-05,1714,2.02538913,False,NaN,NaN,NaN,NaN,44,0
-22,500000,190.06108,512,False,369946,8.193e-05,1714,2.02538913,False,NaN,NaN,NaN,NaN,44,1
-22,500000,272.25552,512,False,369946,8.193e-05,1714,2.02538913,False,NaN,NaN,NaN,NaN,44,2
+15,500000,-90.22694,512,False,209784,8.148e-05,8022,2.01036734,False,,,,,44,0
+15,500000,269.82098,512,False,209784,8.148e-05,8022,2.01036734,False,,,,,44,1
+15,500000,259.39508,512,False,209784,8.148e-05,8022,2.01036734,False,,,,,44,2
+16,500000,-92.17146,256,True,161781,7.94e-06,6911,6.85470611,False,0.97565058,0.08137639,6.069e-05,,44,0
+16,500000,-116.446594,256,True,161781,7.94e-06,6911,6.85470611,False,0.97565058,0.08137639,6.069e-05,,44,1
+16,500000,-63.102123,256,True,161781,7.94e-06,6911,6.85470611,False,0.97565058,0.08137639,6.069e-05,,44,2
+17,500000,315.31683,256,False,168323,0.00020407,2184,0.85455642,False,,,,,44,0
+17,500000,280.61877,256,False,168323,0.00020407,2184,0.85455642,False,,,,,44,1
+17,500000,308.42215,256,False,168323,0.00020407,2184,0.85455642,False,,,,,44,2
+18,500000,122.04666,512,False,5650,0.00010015,7013,0.91175283,False,,,,,44,0
+18,500000,-88.70106,512,False,5650,0.00010015,7013,0.91175283,False,,,,,44,1
+18,500000,-69.13782,512,False,5650,0.00010015,7013,0.91175283,False,,,,,44,2
+19,500000,-68.451096,512,True,304683,0.00010388,1271,1.51878729,False,0.55999413,0.56561587,0.0,,44,0
+19,500000,-10.763651,512,True,304683,0.00010388,1271,1.51878729,False,0.55999413,0.56561587,0.0,,44,1
+19,500000,132.14026,512,True,304683,0.00010388,1271,1.51878729,False,0.55999413,0.56561587,0.0,,44,2
+20,500000,-19.21666,512,True,9238,0.00076494,375,0.15272778,False,0.21819672,0.07182826,0.0,,44,0
+20,500000,-122.239395,512,True,9238,0.00076494,375,0.15272778,False,0.21819672,0.07182826,0.0,,44,1
+20,500000,-106.99522,512,True,9238,0.00076494,375,0.15272778,False,0.21819672,0.07182826,0.0,,44,2
+21,500000,93.67851,256,True,50528,2.164e-05,932,0.12653294,False,0.85268964,0.34401145,1.16e-06,,44,0
+21,500000,-79.16148,256,True,50528,2.164e-05,932,0.12653294,False,0.85268964,0.34401145,1.16e-06,,44,1
+21,500000,-69.30508,256,True,50528,2.164e-05,932,0.12653294,False,0.85268964,0.34401145,1.16e-06,,44,2
+22,500000,3.2931647,512,False,369946,8.193e-05,1714,2.02538913,False,,,,,44,0
+22,500000,190.06108,512,False,369946,8.193e-05,1714,2.02538913,False,,,,,44,1
+22,500000,272.25552,512,False,369946,8.193e-05,1714,2.02538913,False,,,,,44,2
 23,500000,-105.418274,128,True,92535,0.01203202,7418,3.75767058,True,0.76986825,0.55093379,6.4e-07,0.08807126,44,0
 23,500000,-131.14627,128,True,92535,0.01203202,7418,3.75767058,True,0.76986825,0.55093379,6.4e-07,0.08807126,44,1
 23,500000,-115.32854,128,True,92535,0.01203202,7418,3.75767058,True,0.76986825,0.55093379,6.4e-07,0.08807126,44,2
-24,500000,-114.584564,512,False,276244,0.01744614,5344,6.23331905,False,NaN,NaN,NaN,NaN,44,0
-24,500000,-114.02275,512,False,276244,0.01744614,5344,6.23331905,False,NaN,NaN,NaN,NaN,44,1
-24,500000,-62.73008,512,False,276244,0.01744614,5344,6.23331905,False,NaN,NaN,NaN,NaN,44,2
-25,500000,-117.1241,512,False,313558,0.01311845,3700,1.24126735,False,NaN,NaN,NaN,NaN,44,0
-25,500000,-95.77824,512,False,313558,0.01311845,3700,1.24126735,False,NaN,NaN,NaN,NaN,44,1
-25,500000,-114.32482,512,False,313558,0.01311845,3700,1.24126735,False,NaN,NaN,NaN,NaN,44,2
-26,500000,-107.39066,128,False,81274,4.89e-06,1540,2.01202763,False,NaN,NaN,NaN,NaN,44,0
-26,500000,-59.433563,128,False,81274,4.89e-06,1540,2.01202763,False,NaN,NaN,NaN,NaN,44,1
-26,500000,-59.413956,128,False,81274,4.89e-06,1540,2.01202763,False,NaN,NaN,NaN,NaN,44,2
-27,500000,-61.025894,128,True,354308,3.83e-06,3945,0.14020374,False,0.06840276,0.06964152,6.8e-07,NaN,44,0
-27,500000,-64.20244,128,True,354308,3.83e-06,3945,0.14020374,False,0.06840276,0.06964152,6.8e-07,NaN,44,1
-27,500000,-72.238815,128,True,354308,3.83e-06,3945,0.14020374,False,0.06840276,0.06964152,6.8e-07,NaN,44,2
+24,500000,-114.584564,512,False,276244,0.01744614,5344,6.23331905,False,,,,,44,0
+24,500000,-114.02275,512,False,276244,0.01744614,5344,6.23331905,False,,,,,44,1
+24,500000,-62.73008,512,False,276244,0.01744614,5344,6.23331905,False,,,,,44,2
+25,500000,-117.1241,512,False,313558,0.01311845,3700,1.24126735,False,,,,,44,0
+25,500000,-95.77824,512,False,313558,0.01311845,3700,1.24126735,False,,,,,44,1
+25,500000,-114.32482,512,False,313558,0.01311845,3700,1.24126735,False,,,,,44,2
+26,500000,-107.39066,128,False,81274,4.89e-06,1540,2.01202763,False,,,,,44,0
+26,500000,-59.433563,128,False,81274,4.89e-06,1540,2.01202763,False,,,,,44,1
+26,500000,-59.413956,128,False,81274,4.89e-06,1540,2.01202763,False,,,,,44,2
+27,500000,-61.025894,128,True,354308,3.83e-06,3945,0.14020374,False,0.06840276,0.06964152,6.8e-07,,44,0
+27,500000,-64.20244,128,True,354308,3.83e-06,3945,0.14020374,False,0.06840276,0.06964152,6.8e-07,,44,1
+27,500000,-72.238815,128,True,354308,3.83e-06,3945,0.14020374,False,0.06840276,0.06964152,6.8e-07,,44,2
 28,500000,-25.478207,128,True,14447,0.00443466,8000,2.81406557,True,0.72563527,0.16784127,6e-08,0.55241626,44,0
 28,500000,-93.4545,128,True,14447,0.00443466,8000,2.81406557,True,0.72563527,0.16784127,6e-08,0.55241626,44,1
 28,500000,-39.725307,128,True,14447,0.00443466,8000,2.81406557,True,0.72563527,0.16784127,6e-08,0.55241626,44,2
-29,500000,155.03896,512,False,485059,2.428e-05,7239,1.2721594,False,NaN,NaN,NaN,NaN,44,0
-29,500000,-33.879463,512,False,485059,2.428e-05,7239,1.2721594,False,NaN,NaN,NaN,NaN,44,1
-29,500000,-39.524162,512,False,485059,2.428e-05,7239,1.2721594,False,NaN,NaN,NaN,NaN,44,2
-30,500000,237.2046,128,False,429415,0.0002912,7599,3.19551134,False,NaN,NaN,NaN,NaN,44,0
-30,500000,-38.62432,128,False,429415,0.0002912,7599,3.19551134,False,NaN,NaN,NaN,NaN,44,1
-30,500000,-63.58002,128,False,429415,0.0002912,7599,3.19551134,False,NaN,NaN,NaN,NaN,44,2
-31,500000,-0.64232135,512,False,101910,2.738e-05,413,9.67127635,True,NaN,NaN,NaN,0.26831899,44,0
-31,500000,-81.5639,512,False,101910,2.738e-05,413,9.67127635,True,NaN,NaN,NaN,0.26831899,44,1
-31,500000,-43.034004,512,False,101910,2.738e-05,413,9.67127635,True,NaN,NaN,NaN,0.26831899,44,2
+29,500000,155.03896,512,False,485059,2.428e-05,7239,1.2721594,False,,,,,44,0
+29,500000,-33.879463,512,False,485059,2.428e-05,7239,1.2721594,False,,,,,44,1
+29,500000,-39.524162,512,False,485059,2.428e-05,7239,1.2721594,False,,,,,44,2
+30,500000,237.2046,128,False,429415,0.0002912,7599,3.19551134,False,,,,,44,0
+30,500000,-38.62432,128,False,429415,0.0002912,7599,3.19551134,False,,,,,44,1
+30,500000,-63.58002,128,False,429415,0.0002912,7599,3.19551134,False,,,,,44,2
+31,500000,-0.64232135,512,False,101910,2.738e-05,413,9.67127635,True,,,,0.26831899,44,0
+31,500000,-81.5639,512,False,101910,2.738e-05,413,9.67127635,True,,,,0.26831899,44,1
+31,500000,-43.034004,512,False,101910,2.738e-05,413,9.67127635,True,,,,0.26831899,44,2
 0,500000,-99.81895,128,True,148418,1.4e-06,706,0.14233949,True,0.1482954,0.42688498,2.352e-05,0.1619238,43,0
 0,500000,-98.8251,128,True,148418,1.4e-06,706,0.14233949,True,0.1482954,0.42688498,2.352e-05,0.1619238,43,1
 0,500000,-99.46947,128,True,148418,1.4e-06,706,0.14233949,True,0.1482954,0.42688498,2.352e-05,0.1619238,43,2
-1,500000,-100.15996,256,False,495486,0.00431459,6643,0.38077248,True,NaN,NaN,NaN,0.30268432,43,0
-1,500000,-113.51514,256,False,495486,0.00431459,6643,0.38077248,True,NaN,NaN,NaN,0.30268432,43,1
-1,500000,-96.15425,256,False,495486,0.00431459,6643,0.38077248,True,NaN,NaN,NaN,0.30268432,43,2
-2,500000,-103.74618,128,True,152363,0.00251425,3852,1.70537841,False,0.64792679,0.3411441,0.0,NaN,43,0
-2,500000,-95.30726,128,True,152363,0.00251425,3852,1.70537841,False,0.64792679,0.3411441,0.0,NaN,43,1
-2,500000,-117.64129,128,True,152363,0.00251425,3852,1.70537841,False,0.64792679,0.3411441,0.0,NaN,43,2
-3,500000,-103.18143,128,False,291250,0.02567811,3700,2.22775025,False,NaN,NaN,NaN,NaN,43,0
-3,500000,-102.25868,128,False,291250,0.02567811,3700,2.22775025,False,NaN,NaN,NaN,NaN,43,1
-3,500000,-92.67612,128,False,291250,0.02567811,3700,2.22775025,False,NaN,NaN,NaN,NaN,43,2
+1,500000,-100.15996,256,False,495486,0.00431459,6643,0.38077248,True,,,,0.30268432,43,0
+1,500000,-113.51514,256,False,495486,0.00431459,6643,0.38077248,True,,,,0.30268432,43,1
+1,500000,-96.15425,256,False,495486,0.00431459,6643,0.38077248,True,,,,0.30268432,43,2
+2,500000,-103.74618,128,True,152363,0.00251425,3852,1.70537841,False,0.64792679,0.3411441,0.0,,43,0
+2,500000,-95.30726,128,True,152363,0.00251425,3852,1.70537841,False,0.64792679,0.3411441,0.0,,43,1
+2,500000,-117.64129,128,True,152363,0.00251425,3852,1.70537841,False,0.64792679,0.3411441,0.0,,43,2
+3,500000,-103.18143,128,False,291250,0.02567811,3700,2.22775025,False,,,,,43,0
+3,500000,-102.25868,128,False,291250,0.02567811,3700,2.22775025,False,,,,,43,1
+3,500000,-92.67612,128,False,291250,0.02567811,3700,2.22775025,False,,,,,43,2
 4,500000,-112.69208,128,True,496168,0.01357976,5382,0.97137179,True,0.54154947,0.53937888,0.0,0.03510463,43,0
 4,500000,-113.72221,128,True,496168,0.01357976,5382,0.97137179,True,0.54154947,0.53937888,0.0,0.03510463,43,1
 4,500000,-117.14361,128,True,496168,0.01357976,5382,0.97137179,True,0.54154947,0.53937888,0.0,0.03510463,43,2
@@ -308,12 +308,12 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 6,500000,-81.85757,256,True,390185,2.012e-05,2530,0.6733022,True,0.35739041,0.98373932,9.72e-06,0.72516177,43,0
 6,500000,41.376427,256,True,390185,2.012e-05,2530,0.6733022,True,0.35739041,0.98373932,9.72e-06,0.72516177,43,1
 6,500000,78.8389,256,True,390185,2.012e-05,2530,0.6733022,True,0.35739041,0.98373932,9.72e-06,0.72516177,43,2
-7,500000,-99.883026,256,False,9806,0.00594464,5771,0.94950231,False,NaN,NaN,NaN,NaN,43,0
-7,500000,-95.2514,256,False,9806,0.00594464,5771,0.94950231,False,NaN,NaN,NaN,NaN,43,1
-7,500000,-72.459305,256,False,9806,0.00594464,5771,0.94950231,False,NaN,NaN,NaN,NaN,43,2
-8,500000,308.08633,256,False,152601,0.00065953,2282,0.40146431,True,NaN,NaN,NaN,0.92527542,43,0
-8,500000,18.930962,256,False,152601,0.00065953,2282,0.40146431,True,NaN,NaN,NaN,0.92527542,43,1
-8,500000,307.70328,256,False,152601,0.00065953,2282,0.40146431,True,NaN,NaN,NaN,0.92527542,43,2
+7,500000,-99.883026,256,False,9806,0.00594464,5771,0.94950231,False,,,,,43,0
+7,500000,-95.2514,256,False,9806,0.00594464,5771,0.94950231,False,,,,,43,1
+7,500000,-72.459305,256,False,9806,0.00594464,5771,0.94950231,False,,,,,43,2
+8,500000,308.08633,256,False,152601,0.00065953,2282,0.40146431,True,,,,0.92527542,43,0
+8,500000,18.930962,256,False,152601,0.00065953,2282,0.40146431,True,,,,0.92527542,43,1
+8,500000,307.70328,256,False,152601,0.00065953,2282,0.40146431,True,,,,0.92527542,43,2
 9,500000,-38.15136,256,True,2885,7.11e-06,7882,4.09485459,True,0.82248745,0.47983385,2.1e-07,0.25065257,43,0
 9,500000,-122.741104,256,True,2885,7.11e-06,7882,4.09485459,True,0.82248745,0.47983385,2.1e-07,0.25065257,43,1
 9,500000,-75.147545,256,True,2885,7.11e-06,7882,4.09485459,True,0.82248745,0.47983385,2.1e-07,0.25065257,43,2
@@ -323,12 +323,12 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 11,500000,-126.836784,128,True,362117,1.67e-06,5159,0.17752156,True,0.32839652,0.01934543,1.6e-07,0.99646355,43,0
 11,500000,-102.32172,128,True,362117,1.67e-06,5159,0.17752156,True,0.32839652,0.01934543,1.6e-07,0.99646355,43,1
 11,500000,-118.625854,128,True,362117,1.67e-06,5159,0.17752156,True,0.32839652,0.01934543,1.6e-07,0.99646355,43,2
-12,500000,-92.12398,128,True,342168,0.00073957,6018,8.24296886,False,0.92699683,0.63544751,3e-08,NaN,43,0
-12,500000,-53.414886,128,True,342168,0.00073957,6018,8.24296886,False,0.92699683,0.63544751,3e-08,NaN,43,1
-12,500000,-47.76967,128,True,342168,0.00073957,6018,8.24296886,False,0.92699683,0.63544751,3e-08,NaN,43,2
-13,500000,251.15376,128,False,68346,4.118e-05,3460,1.1893063,False,NaN,NaN,NaN,NaN,43,0
-13,500000,-126.12505,128,False,68346,4.118e-05,3460,1.1893063,False,NaN,NaN,NaN,NaN,43,1
-13,500000,-95.543,128,False,68346,4.118e-05,3460,1.1893063,False,NaN,NaN,NaN,NaN,43,2
+12,500000,-92.12398,128,True,342168,0.00073957,6018,8.24296886,False,0.92699683,0.63544751,3e-08,,43,0
+12,500000,-53.414886,128,True,342168,0.00073957,6018,8.24296886,False,0.92699683,0.63544751,3e-08,,43,1
+12,500000,-47.76967,128,True,342168,0.00073957,6018,8.24296886,False,0.92699683,0.63544751,3e-08,,43,2
+13,500000,251.15376,128,False,68346,4.118e-05,3460,1.1893063,False,,,,,43,0
+13,500000,-126.12505,128,False,68346,4.118e-05,3460,1.1893063,False,,,,,43,1
+13,500000,-95.543,128,False,68346,4.118e-05,3460,1.1893063,False,,,,,43,2
 14,500000,-79.32733,256,True,41619,0.03394737,6677,3.76276139,True,0.68663557,0.92288497,2.4e-07,0.66218702,43,0
 14,500000,-99.727295,256,True,41619,0.03394737,6677,3.76276139,True,0.68663557,0.92288497,2.4e-07,0.66218702,43,1
 14,500000,-107.24001,256,True,41619,0.03394737,6677,3.76276139,True,0.68663557,0.92288497,2.4e-07,0.66218702,43,2
@@ -341,9 +341,9 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 17,500000,-124.26156,256,True,424271,0.00764749,4808,6.57307538,True,0.113088,0.1467661,4.1e-07,0.31946243,43,0
 17,500000,-49.31519,256,True,424271,0.00764749,4808,6.57307538,True,0.113088,0.1467661,4.1e-07,0.31946243,43,1
 17,500000,-108.798965,256,True,424271,0.00764749,4808,6.57307538,True,0.113088,0.1467661,4.1e-07,0.31946243,43,2
-18,500000,-107.82019,256,False,473554,2.82e-06,7593,0.72257409,False,NaN,NaN,NaN,NaN,43,0
-18,500000,-133.46445,256,False,473554,2.82e-06,7593,0.72257409,False,NaN,NaN,NaN,NaN,43,1
-18,500000,-104.802574,256,False,473554,2.82e-06,7593,0.72257409,False,NaN,NaN,NaN,NaN,43,2
+18,500000,-107.82019,256,False,473554,2.82e-06,7593,0.72257409,False,,,,,43,0
+18,500000,-133.46445,256,False,473554,2.82e-06,7593,0.72257409,False,,,,,43,1
+18,500000,-104.802574,256,False,473554,2.82e-06,7593,0.72257409,False,,,,,43,2
 19,500000,-108.23958,128,True,428978,9.45e-06,1331,0.29310305,True,0.759694,0.80674091,0.0,0.28307547,43,0
 19,500000,-106.2751,128,True,428978,9.45e-06,1331,0.29310305,True,0.759694,0.80674091,0.0,0.28307547,43,1
 19,500000,-78.317924,128,True,428978,9.45e-06,1331,0.29310305,True,0.759694,0.80674091,0.0,0.28307547,43,2
@@ -353,129 +353,129 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 21,500000,-100.64272,128,True,65881,0.02518427,2203,4.89440411,True,0.67948762,0.51544793,0.0,0.51421303,43,0
 21,500000,-118.41763,128,True,65881,0.02518427,2203,4.89440411,True,0.67948762,0.51544793,0.0,0.51421303,43,1
 21,500000,-101.42301,128,True,65881,0.02518427,2203,4.89440411,True,0.67948762,0.51544793,0.0,0.51421303,43,2
-22,500000,-120.32561,128,False,362133,1.057e-05,2050,1.2597354,True,NaN,NaN,NaN,0.04974984,43,0
-22,500000,-123.34,128,False,362133,1.057e-05,2050,1.2597354,True,NaN,NaN,NaN,0.04974984,43,1
-22,500000,-131.6407,128,False,362133,1.057e-05,2050,1.2597354,True,NaN,NaN,NaN,0.04974984,43,2
+22,500000,-120.32561,128,False,362133,1.057e-05,2050,1.2597354,True,,,,0.04974984,43,0
+22,500000,-123.34,128,False,362133,1.057e-05,2050,1.2597354,True,,,,0.04974984,43,1
+22,500000,-131.6407,128,False,362133,1.057e-05,2050,1.2597354,True,,,,0.04974984,43,2
 23,500000,172.11957,512,True,207872,1.899e-05,8185,0.39676893,True,0.58801501,0.38403787,2.4e-06,0.78422168,43,0
 23,500000,-64.945755,512,True,207872,1.899e-05,8185,0.39676893,True,0.58801501,0.38403787,2.4e-06,0.78422168,43,1
 23,500000,-73.938354,512,True,207872,1.899e-05,8185,0.39676893,True,0.58801501,0.38403787,2.4e-06,0.78422168,43,2
-24,500000,-105.67336,128,True,270173,2.582e-05,1064,2.88733452,False,0.06979381,0.74276556,5.5e-07,NaN,43,0
-24,500000,-102.59697,128,True,270173,2.582e-05,1064,2.88733452,False,0.06979381,0.74276556,5.5e-07,NaN,43,1
-24,500000,-73.33663,128,True,270173,2.582e-05,1064,2.88733452,False,0.06979381,0.74276556,5.5e-07,NaN,43,2
+24,500000,-105.67336,128,True,270173,2.582e-05,1064,2.88733452,False,0.06979381,0.74276556,5.5e-07,,43,0
+24,500000,-102.59697,128,True,270173,2.582e-05,1064,2.88733452,False,0.06979381,0.74276556,5.5e-07,,43,1
+24,500000,-73.33663,128,True,270173,2.582e-05,1064,2.88733452,False,0.06979381,0.74276556,5.5e-07,,43,2
 25,500000,178.29872,512,True,429296,0.00047687,5414,2.04825855,True,0.43529104,0.99469283,1.6e-07,0.82372391,43,0
 25,500000,113.50076,512,True,429296,0.00047687,5414,2.04825855,True,0.43529104,0.99469283,1.6e-07,0.82372391,43,1
 25,500000,281.72186,512,True,429296,0.00047687,5414,2.04825855,True,0.43529104,0.99469283,1.6e-07,0.82372391,43,2
 26,500000,-96.44214,128,True,205199,0.00214669,4764,0.40094965,True,0.86757953,0.94911882,3.7e-07,0.68731732,43,0
 26,500000,-98.39557,128,True,205199,0.00214669,4764,0.40094965,True,0.86757953,0.94911882,3.7e-07,0.68731732,43,1
 26,500000,-112.7965,128,True,205199,0.00214669,4764,0.40094965,True,0.86757953,0.94911882,3.7e-07,0.68731732,43,2
-27,500000,-124.252304,256,False,468199,0.01919234,3701,8.36645378,False,NaN,NaN,NaN,NaN,43,0
-27,500000,-90.482704,256,False,468199,0.01919234,3701,8.36645378,False,NaN,NaN,NaN,NaN,43,1
-27,500000,-69.51525,256,False,468199,0.01919234,3701,8.36645378,False,NaN,NaN,NaN,NaN,43,2
-28,500000,-29.093945,256,False,321291,0.00496293,2031,0.42328704,False,NaN,NaN,NaN,NaN,43,0
-28,500000,-110.69962,256,False,321291,0.00496293,2031,0.42328704,False,NaN,NaN,NaN,NaN,43,1
-28,500000,-94.647964,256,False,321291,0.00496293,2031,0.42328704,False,NaN,NaN,NaN,NaN,43,2
+27,500000,-124.252304,256,False,468199,0.01919234,3701,8.36645378,False,,,,,43,0
+27,500000,-90.482704,256,False,468199,0.01919234,3701,8.36645378,False,,,,,43,1
+27,500000,-69.51525,256,False,468199,0.01919234,3701,8.36645378,False,,,,,43,2
+28,500000,-29.093945,256,False,321291,0.00496293,2031,0.42328704,False,,,,,43,0
+28,500000,-110.69962,256,False,321291,0.00496293,2031,0.42328704,False,,,,,43,1
+28,500000,-94.647964,256,False,321291,0.00496293,2031,0.42328704,False,,,,,43,2
 29,500000,-56.427204,256,True,369918,4.11e-06,1236,3.82731392,True,0.08556868,0.43441438,5.38e-06,0.98681644,43,0
 29,500000,-51.63743,256,True,369918,4.11e-06,1236,3.82731392,True,0.08556868,0.43441438,5.38e-06,0.98681644,43,1
 29,500000,-112.924484,256,True,369918,4.11e-06,1236,3.82731392,True,0.08556868,0.43441438,5.38e-06,0.98681644,43,2
-30,500000,-41.197132,512,True,11256,5.51e-06,2198,0.24097997,False,0.70031347,0.2111494,3.425e-05,NaN,43,0
-30,500000,-93.022064,512,True,11256,5.51e-06,2198,0.24097997,False,0.70031347,0.2111494,3.425e-05,NaN,43,1
-30,500000,-36.583076,512,True,11256,5.51e-06,2198,0.24097997,False,0.70031347,0.2111494,3.425e-05,NaN,43,2
-31,500000,-114.80254,128,True,129956,0.03149576,6202,0.15390523,False,0.70843685,0.66688717,1e-08,NaN,43,0
-31,500000,-116.77902,128,True,129956,0.03149576,6202,0.15390523,False,0.70843685,0.66688717,1e-08,NaN,43,1
-31,500000,-149.58539,128,True,129956,0.03149576,6202,0.15390523,False,0.70843685,0.66688717,1e-08,NaN,43,2
-0,500000,-97.54763,256,False,445851,9.339e-05,3734,1.80109316,False,NaN,NaN,NaN,NaN,46,0
-0,500000,-94.26538,256,False,445851,9.339e-05,3734,1.80109316,False,NaN,NaN,NaN,NaN,46,1
-0,500000,-85.58946,256,False,445851,9.339e-05,3734,1.80109316,False,NaN,NaN,NaN,NaN,46,2
+30,500000,-41.197132,512,True,11256,5.51e-06,2198,0.24097997,False,0.70031347,0.2111494,3.425e-05,,43,0
+30,500000,-93.022064,512,True,11256,5.51e-06,2198,0.24097997,False,0.70031347,0.2111494,3.425e-05,,43,1
+30,500000,-36.583076,512,True,11256,5.51e-06,2198,0.24097997,False,0.70031347,0.2111494,3.425e-05,,43,2
+31,500000,-114.80254,128,True,129956,0.03149576,6202,0.15390523,False,0.70843685,0.66688717,1e-08,,43,0
+31,500000,-116.77902,128,True,129956,0.03149576,6202,0.15390523,False,0.70843685,0.66688717,1e-08,,43,1
+31,500000,-149.58539,128,True,129956,0.03149576,6202,0.15390523,False,0.70843685,0.66688717,1e-08,,43,2
+0,500000,-97.54763,256,False,445851,9.339e-05,3734,1.80109316,False,,,,,46,0
+0,500000,-94.26538,256,False,445851,9.339e-05,3734,1.80109316,False,,,,,46,1
+0,500000,-85.58946,256,False,445851,9.339e-05,3734,1.80109316,False,,,,,46,2
 1,500000,-121.512596,256,True,168750,1.244e-05,860,0.70729488,True,0.30484647,0.08003056,2e-08,0.88838922,46,0
 1,500000,-115.028,256,True,168750,1.244e-05,860,0.70729488,True,0.30484647,0.08003056,2e-08,0.88838922,46,1
 1,500000,-115.92667,256,True,168750,1.244e-05,860,0.70729488,True,0.30484647,0.08003056,2e-08,0.88838922,46,2
-2,500000,-113.83259,128,True,256075,1.824e-05,6188,0.93940426,False,0.30126429,0.44549099,0.0,NaN,46,0
-2,500000,-153.0299,128,True,256075,1.824e-05,6188,0.93940426,False,0.30126429,0.44549099,0.0,NaN,46,1
-2,500000,-102.087364,128,True,256075,1.824e-05,6188,0.93940426,False,0.30126429,0.44549099,0.0,NaN,46,2
-3,500000,-121.867,512,True,182418,0.09840018,6804,0.10028579,False,0.52254735,0.5537306,8.5e-07,NaN,46,0
-3,500000,-73.11204,512,True,182418,0.09840018,6804,0.10028579,False,0.52254735,0.5537306,8.5e-07,NaN,46,1
-3,500000,-102.43153,512,True,182418,0.09840018,6804,0.10028579,False,0.52254735,0.5537306,8.5e-07,NaN,46,2
-4,500000,-103.73464,512,False,189008,0.00504621,6145,0.97540381,False,NaN,NaN,NaN,NaN,46,0
-4,500000,-144.00586,512,False,189008,0.00504621,6145,0.97540381,False,NaN,NaN,NaN,NaN,46,1
-4,500000,-37.57246,512,False,189008,0.00504621,6145,0.97540381,False,NaN,NaN,NaN,NaN,46,2
-5,500000,-30.70594,512,True,433840,0.00045147,7151,0.91968777,False,0.39286242,0.22941945,1.6e-07,NaN,46,0
-5,500000,-22.634417,512,True,433840,0.00045147,7151,0.91968777,False,0.39286242,0.22941945,1.6e-07,NaN,46,1
-5,500000,-22.774096,512,True,433840,0.00045147,7151,0.91968777,False,0.39286242,0.22941945,1.6e-07,NaN,46,2
-6,500000,-112.2439,128,False,193764,2.28e-06,7226,0.58321311,False,NaN,NaN,NaN,NaN,46,0
-6,500000,-77.19614,128,False,193764,2.28e-06,7226,0.58321311,False,NaN,NaN,NaN,NaN,46,1
-6,500000,-99.01453,128,False,193764,2.28e-06,7226,0.58321311,False,NaN,NaN,NaN,NaN,46,2
-7,500000,-132.47015,128,False,345262,4.421e-05,5118,0.24502521,True,NaN,NaN,NaN,0.1852988,46,0
-7,500000,-58.56028,128,False,345262,4.421e-05,5118,0.24502521,True,NaN,NaN,NaN,0.1852988,46,1
-7,500000,-124.28574,128,False,345262,4.421e-05,5118,0.24502521,True,NaN,NaN,NaN,0.1852988,46,2
+2,500000,-113.83259,128,True,256075,1.824e-05,6188,0.93940426,False,0.30126429,0.44549099,0.0,,46,0
+2,500000,-153.0299,128,True,256075,1.824e-05,6188,0.93940426,False,0.30126429,0.44549099,0.0,,46,1
+2,500000,-102.087364,128,True,256075,1.824e-05,6188,0.93940426,False,0.30126429,0.44549099,0.0,,46,2
+3,500000,-121.867,512,True,182418,0.09840018,6804,0.10028579,False,0.52254735,0.5537306,8.5e-07,,46,0
+3,500000,-73.11204,512,True,182418,0.09840018,6804,0.10028579,False,0.52254735,0.5537306,8.5e-07,,46,1
+3,500000,-102.43153,512,True,182418,0.09840018,6804,0.10028579,False,0.52254735,0.5537306,8.5e-07,,46,2
+4,500000,-103.73464,512,False,189008,0.00504621,6145,0.97540381,False,,,,,46,0
+4,500000,-144.00586,512,False,189008,0.00504621,6145,0.97540381,False,,,,,46,1
+4,500000,-37.57246,512,False,189008,0.00504621,6145,0.97540381,False,,,,,46,2
+5,500000,-30.70594,512,True,433840,0.00045147,7151,0.91968777,False,0.39286242,0.22941945,1.6e-07,,46,0
+5,500000,-22.634417,512,True,433840,0.00045147,7151,0.91968777,False,0.39286242,0.22941945,1.6e-07,,46,1
+5,500000,-22.774096,512,True,433840,0.00045147,7151,0.91968777,False,0.39286242,0.22941945,1.6e-07,,46,2
+6,500000,-112.2439,128,False,193764,2.28e-06,7226,0.58321311,False,,,,,46,0
+6,500000,-77.19614,128,False,193764,2.28e-06,7226,0.58321311,False,,,,,46,1
+6,500000,-99.01453,128,False,193764,2.28e-06,7226,0.58321311,False,,,,,46,2
+7,500000,-132.47015,128,False,345262,4.421e-05,5118,0.24502521,True,,,,0.1852988,46,0
+7,500000,-58.56028,128,False,345262,4.421e-05,5118,0.24502521,True,,,,0.1852988,46,1
+7,500000,-124.28574,128,False,345262,4.421e-05,5118,0.24502521,True,,,,0.1852988,46,2
 8,500000,-27.50539,128,True,346524,3.741e-05,7390,1.64828469,True,0.51661151,0.79950401,0.0,0.10737935,46,0
 8,500000,-48.402214,128,True,346524,3.741e-05,7390,1.64828469,True,0.51661151,0.79950401,0.0,0.10737935,46,1
 8,500000,-24.811325,128,True,346524,3.741e-05,7390,1.64828469,True,0.51661151,0.79950401,0.0,0.10737935,46,2
-9,500000,-61.87593,256,False,200949,0.06450819,2337,0.77234451,False,NaN,NaN,NaN,NaN,46,0
-9,500000,-93.64064,256,False,200949,0.06450819,2337,0.77234451,False,NaN,NaN,NaN,NaN,46,1
-9,500000,-85.29902,256,False,200949,0.06450819,2337,0.77234451,False,NaN,NaN,NaN,NaN,46,2
-10,500000,-52.965202,128,False,407302,7.69e-06,5955,0.48064018,False,NaN,NaN,NaN,NaN,46,0
-10,500000,-66.05583,128,False,407302,7.69e-06,5955,0.48064018,False,NaN,NaN,NaN,NaN,46,1
-10,500000,-29.557768,128,False,407302,7.69e-06,5955,0.48064018,False,NaN,NaN,NaN,NaN,46,2
-11,500000,-121.71029,256,False,307632,1.151e-05,493,3.7349135,True,NaN,NaN,NaN,0.47141679,46,0
-11,500000,-114.63464,256,False,307632,1.151e-05,493,3.7349135,True,NaN,NaN,NaN,0.47141679,46,1
-11,500000,-68.70221,256,False,307632,1.151e-05,493,3.7349135,True,NaN,NaN,NaN,0.47141679,46,2
-12,500000,-81.88063,256,False,346485,0.00039254,2367,3.53478645,False,NaN,NaN,NaN,NaN,46,0
-12,500000,-91.00552,256,False,346485,0.00039254,2367,3.53478645,False,NaN,NaN,NaN,NaN,46,1
-12,500000,-66.558044,256,False,346485,0.00039254,2367,3.53478645,False,NaN,NaN,NaN,NaN,46,2
-13,500000,-16.83295,256,False,426913,0.00168587,599,0.31168729,False,NaN,NaN,NaN,NaN,46,0
-13,500000,-20.60717,256,False,426913,0.00168587,599,0.31168729,False,NaN,NaN,NaN,NaN,46,1
-13,500000,-17.296001,256,False,426913,0.00168587,599,0.31168729,False,NaN,NaN,NaN,NaN,46,2
-14,500000,-25.69598,512,False,65118,0.00136612,1275,8.63120156,False,NaN,NaN,NaN,NaN,46,0
-14,500000,315.3175,512,False,65118,0.00136612,1275,8.63120156,False,NaN,NaN,NaN,NaN,46,1
-14,500000,262.76376,512,False,65118,0.00136612,1275,8.63120156,False,NaN,NaN,NaN,NaN,46,2
-15,500000,-36.97927,256,False,459905,3.09e-06,4074,5.59333371,False,NaN,NaN,NaN,NaN,46,0
-15,500000,-49.475964,256,False,459905,3.09e-06,4074,5.59333371,False,NaN,NaN,NaN,NaN,46,1
-15,500000,-43.106346,256,False,459905,3.09e-06,4074,5.59333371,False,NaN,NaN,NaN,NaN,46,2
-16,500000,-54.620102,128,False,305934,0.01148663,7562,3.56187625,True,NaN,NaN,NaN,0.19264215,46,0
-16,500000,88.30737,128,False,305934,0.01148663,7562,3.56187625,True,NaN,NaN,NaN,0.19264215,46,1
-16,500000,-53.571213,128,False,305934,0.01148663,7562,3.56187625,True,NaN,NaN,NaN,0.19264215,46,2
+9,500000,-61.87593,256,False,200949,0.06450819,2337,0.77234451,False,,,,,46,0
+9,500000,-93.64064,256,False,200949,0.06450819,2337,0.77234451,False,,,,,46,1
+9,500000,-85.29902,256,False,200949,0.06450819,2337,0.77234451,False,,,,,46,2
+10,500000,-52.965202,128,False,407302,7.69e-06,5955,0.48064018,False,,,,,46,0
+10,500000,-66.05583,128,False,407302,7.69e-06,5955,0.48064018,False,,,,,46,1
+10,500000,-29.557768,128,False,407302,7.69e-06,5955,0.48064018,False,,,,,46,2
+11,500000,-121.71029,256,False,307632,1.151e-05,493,3.7349135,True,,,,0.47141679,46,0
+11,500000,-114.63464,256,False,307632,1.151e-05,493,3.7349135,True,,,,0.47141679,46,1
+11,500000,-68.70221,256,False,307632,1.151e-05,493,3.7349135,True,,,,0.47141679,46,2
+12,500000,-81.88063,256,False,346485,0.00039254,2367,3.53478645,False,,,,,46,0
+12,500000,-91.00552,256,False,346485,0.00039254,2367,3.53478645,False,,,,,46,1
+12,500000,-66.558044,256,False,346485,0.00039254,2367,3.53478645,False,,,,,46,2
+13,500000,-16.83295,256,False,426913,0.00168587,599,0.31168729,False,,,,,46,0
+13,500000,-20.60717,256,False,426913,0.00168587,599,0.31168729,False,,,,,46,1
+13,500000,-17.296001,256,False,426913,0.00168587,599,0.31168729,False,,,,,46,2
+14,500000,-25.69598,512,False,65118,0.00136612,1275,8.63120156,False,,,,,46,0
+14,500000,315.3175,512,False,65118,0.00136612,1275,8.63120156,False,,,,,46,1
+14,500000,262.76376,512,False,65118,0.00136612,1275,8.63120156,False,,,,,46,2
+15,500000,-36.97927,256,False,459905,3.09e-06,4074,5.59333371,False,,,,,46,0
+15,500000,-49.475964,256,False,459905,3.09e-06,4074,5.59333371,False,,,,,46,1
+15,500000,-43.106346,256,False,459905,3.09e-06,4074,5.59333371,False,,,,,46,2
+16,500000,-54.620102,128,False,305934,0.01148663,7562,3.56187625,True,,,,0.19264215,46,0
+16,500000,88.30737,128,False,305934,0.01148663,7562,3.56187625,True,,,,0.19264215,46,1
+16,500000,-53.571213,128,False,305934,0.01148663,7562,3.56187625,True,,,,0.19264215,46,2
 17,500000,-94.403656,256,True,410927,0.00079137,652,0.84736606,True,0.90835739,0.28266105,0.0,0.14917295,46,0
 17,500000,-101.61304,256,True,410927,0.00079137,652,0.84736606,True,0.90835739,0.28266105,0.0,0.14917295,46,1
 17,500000,-129.94713,256,True,410927,0.00079137,652,0.84736606,True,0.90835739,0.28266105,0.0,0.14917295,46,2
-18,500000,-100.374664,128,True,136008,1.111e-05,3580,0.27786263,False,0.73316959,0.22086098,2e-08,NaN,46,0
-18,500000,-95.62416,128,True,136008,1.111e-05,3580,0.27786263,False,0.73316959,0.22086098,2e-08,NaN,46,1
-18,500000,-75.19293,128,True,136008,1.111e-05,3580,0.27786263,False,0.73316959,0.22086098,2e-08,NaN,46,2
-19,500000,-104.89004,128,True,262044,1.058e-05,2051,3.35806699,False,0.96374603,0.7986625,1.1e-07,NaN,46,0
-19,500000,-91.0952,128,True,262044,1.058e-05,2051,3.35806699,False,0.96374603,0.7986625,1.1e-07,NaN,46,1
-19,500000,301.40805,128,True,262044,1.058e-05,2051,3.35806699,False,0.96374603,0.7986625,1.1e-07,NaN,46,2
-20,500000,300.42834,256,False,488499,0.00050862,7147,1.30023179,True,NaN,NaN,NaN,0.1994216,46,0
-20,500000,278.69937,256,False,488499,0.00050862,7147,1.30023179,True,NaN,NaN,NaN,0.1994216,46,1
-20,500000,253.05167,256,False,488499,0.00050862,7147,1.30023179,True,NaN,NaN,NaN,0.1994216,46,2
-21,500000,-97.44566,512,False,157188,0.01254374,4415,9.72118884,False,NaN,NaN,NaN,NaN,46,0
-21,500000,-72.61447,512,False,157188,0.01254374,4415,9.72118884,False,NaN,NaN,NaN,NaN,46,1
-21,500000,-97.5459,512,False,157188,0.01254374,4415,9.72118884,False,NaN,NaN,NaN,NaN,46,2
+18,500000,-100.374664,128,True,136008,1.111e-05,3580,0.27786263,False,0.73316959,0.22086098,2e-08,,46,0
+18,500000,-95.62416,128,True,136008,1.111e-05,3580,0.27786263,False,0.73316959,0.22086098,2e-08,,46,1
+18,500000,-75.19293,128,True,136008,1.111e-05,3580,0.27786263,False,0.73316959,0.22086098,2e-08,,46,2
+19,500000,-104.89004,128,True,262044,1.058e-05,2051,3.35806699,False,0.96374603,0.7986625,1.1e-07,,46,0
+19,500000,-91.0952,128,True,262044,1.058e-05,2051,3.35806699,False,0.96374603,0.7986625,1.1e-07,,46,1
+19,500000,301.40805,128,True,262044,1.058e-05,2051,3.35806699,False,0.96374603,0.7986625,1.1e-07,,46,2
+20,500000,300.42834,256,False,488499,0.00050862,7147,1.30023179,True,,,,0.1994216,46,0
+20,500000,278.69937,256,False,488499,0.00050862,7147,1.30023179,True,,,,0.1994216,46,1
+20,500000,253.05167,256,False,488499,0.00050862,7147,1.30023179,True,,,,0.1994216,46,2
+21,500000,-97.44566,512,False,157188,0.01254374,4415,9.72118884,False,,,,,46,0
+21,500000,-72.61447,512,False,157188,0.01254374,4415,9.72118884,False,,,,,46,1
+21,500000,-97.5459,512,False,157188,0.01254374,4415,9.72118884,False,,,,,46,2
 22,500000,-17.573277,128,True,391001,0.07643249,1431,0.15683077,True,0.77440976,0.99199451,0.0,0.38643274,46,0
 22,500000,-1.4620342,128,True,391001,0.07643249,1431,0.15683077,True,0.77440976,0.99199451,0.0,0.38643274,46,1
 22,500000,299.77722,128,True,391001,0.07643249,1431,0.15683077,True,0.77440976,0.99199451,0.0,0.38643274,46,2
-23,500000,-73.34455,512,True,287224,0.00018074,2525,3.65215415,False,0.24497515,0.45491842,8.13e-06,NaN,46,0
-23,500000,-116.14852,512,True,287224,0.00018074,2525,3.65215415,False,0.24497515,0.45491842,8.13e-06,NaN,46,1
-23,500000,-66.74162,512,True,287224,0.00018074,2525,3.65215415,False,0.24497515,0.45491842,8.13e-06,NaN,46,2
+23,500000,-73.34455,512,True,287224,0.00018074,2525,3.65215415,False,0.24497515,0.45491842,8.13e-06,,46,0
+23,500000,-116.14852,512,True,287224,0.00018074,2525,3.65215415,False,0.24497515,0.45491842,8.13e-06,,46,1
+23,500000,-66.74162,512,True,287224,0.00018074,2525,3.65215415,False,0.24497515,0.45491842,8.13e-06,,46,2
 24,500000,-111.93451,512,True,259989,0.00113516,4437,6.72272512,True,0.79200126,0.34091723,0.0,0.64218634,46,0
 24,500000,-35.718292,512,True,259989,0.00113516,4437,6.72272512,True,0.79200126,0.34091723,0.0,0.64218634,46,1
 24,500000,-23.924728,512,True,259989,0.00113516,4437,6.72272512,True,0.79200126,0.34091723,0.0,0.64218634,46,2
-25,500000,-96.66942,512,False,217638,0.05693143,850,0.23499352,False,NaN,NaN,NaN,NaN,46,0
-25,500000,-123.503586,512,False,217638,0.05693143,850,0.23499352,False,NaN,NaN,NaN,NaN,46,1
-25,500000,-92.04952,512,False,217638,0.05693143,850,0.23499352,False,NaN,NaN,NaN,NaN,46,2
-26,500000,-32.856102,128,False,59752,9.07e-06,3572,0.80123828,False,NaN,NaN,NaN,NaN,46,0
-26,500000,86.26785,128,False,59752,9.07e-06,3572,0.80123828,False,NaN,NaN,NaN,NaN,46,1
-26,500000,177.37546,128,False,59752,9.07e-06,3572,0.80123828,False,NaN,NaN,NaN,NaN,46,2
-27,500000,-106.69205,128,True,48617,5.322e-05,1887,6.88123194,False,0.93591899,0.3145171,9.219e-05,NaN,46,0
-27,500000,-80.47165,128,True,48617,5.322e-05,1887,6.88123194,False,0.93591899,0.3145171,9.219e-05,NaN,46,1
-27,500000,-40.70579,128,True,48617,5.322e-05,1887,6.88123194,False,0.93591899,0.3145171,9.219e-05,NaN,46,2
+25,500000,-96.66942,512,False,217638,0.05693143,850,0.23499352,False,,,,,46,0
+25,500000,-123.503586,512,False,217638,0.05693143,850,0.23499352,False,,,,,46,1
+25,500000,-92.04952,512,False,217638,0.05693143,850,0.23499352,False,,,,,46,2
+26,500000,-32.856102,128,False,59752,9.07e-06,3572,0.80123828,False,,,,,46,0
+26,500000,86.26785,128,False,59752,9.07e-06,3572,0.80123828,False,,,,,46,1
+26,500000,177.37546,128,False,59752,9.07e-06,3572,0.80123828,False,,,,,46,2
+27,500000,-106.69205,128,True,48617,5.322e-05,1887,6.88123194,False,0.93591899,0.3145171,9.219e-05,,46,0
+27,500000,-80.47165,128,True,48617,5.322e-05,1887,6.88123194,False,0.93591899,0.3145171,9.219e-05,,46,1
+27,500000,-40.70579,128,True,48617,5.322e-05,1887,6.88123194,False,0.93591899,0.3145171,9.219e-05,,46,2
 28,500000,-155.6908,512,True,428697,2.161e-05,2582,2.14787288,True,0.37486116,0.9803625,0.0,0.1263897,46,0
 28,500000,-156.30923,512,True,428697,2.161e-05,2582,2.14787288,True,0.37486116,0.9803625,0.0,0.1263897,46,1
 28,500000,-126.6115,512,True,428697,2.161e-05,2582,2.14787288,True,0.37486116,0.9803625,0.0,0.1263897,46,2
-29,500000,-50.327705,128,False,120842,0.00022172,4787,0.17998855,False,NaN,NaN,NaN,NaN,46,0
-29,500000,-101.13936,128,False,120842,0.00022172,4787,0.17998855,False,NaN,NaN,NaN,NaN,46,1
-29,500000,-94.54697,128,False,120842,0.00022172,4787,0.17998855,False,NaN,NaN,NaN,NaN,46,2
+29,500000,-50.327705,128,False,120842,0.00022172,4787,0.17998855,False,,,,,46,0
+29,500000,-101.13936,128,False,120842,0.00022172,4787,0.17998855,False,,,,,46,1
+29,500000,-94.54697,128,False,120842,0.00022172,4787,0.17998855,False,,,,,46,2
 30,500000,-83.81317,256,True,127655,5.12e-06,5710,0.2965888,True,0.03784754,0.44697329,1.6e-07,0.29123558,46,0
 30,500000,-128.10321,256,True,127655,5.12e-06,5710,0.2965888,True,0.03784754,0.44697329,1.6e-07,0.29123558,46,1
 30,500000,-84.18286,256,True,127655,5.12e-06,5710,0.2965888,True,0.03784754,0.44697329,1.6e-07,0.29123558,46,2
-31,500000,-119.75468,128,False,205064,2.44e-06,5588,0.34071186,True,NaN,NaN,NaN,0.6225709,46,0
-31,500000,-96.073685,128,False,205064,2.44e-06,5588,0.34071186,True,NaN,NaN,NaN,0.6225709,46,1
-31,500000,-83.31556,128,False,205064,2.44e-06,5588,0.34071186,True,NaN,NaN,NaN,0.6225709,46,2
+31,500000,-119.75468,128,False,205064,2.44e-06,5588,0.34071186,True,,,,0.6225709,46,0
+31,500000,-96.073685,128,False,205064,2.44e-06,5588,0.34071186,True,,,,0.6225709,46,1
+31,500000,-83.31556,128,False,205064,2.44e-06,5588,0.34071186,True,,,,0.6225709,46,2

rs/box2d_continuous_lunar_lander_dqn.csv

@@ -1,163 +1,163 @@
 config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.learning_rate,hp_config.learning_starts,hp_config.reward_scale,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.tau,optimisation_seed,seed
-0,500000,171.32388,512,True,431434,5.18e-06,2433,0.40596116,False,0.24044363,0.47209526,5.141e-05,NaN,42,0
-0,500000,-14.438816,512,True,431434,5.18e-06,2433,0.40596116,False,0.24044363,0.47209526,5.141e-05,NaN,42,1
-0,500000,268.36276,512,True,431434,5.18e-06,2433,0.40596116,False,0.24044363,0.47209526,5.141e-05,NaN,42,2
-1,500000,-41.01316,128,False,439998,0.02979454,1016,3.12349072,True,NaN,NaN,NaN,0.07292277,42,0
-1,500000,-59.14485,128,False,439998,0.02979454,1016,3.12349072,True,NaN,NaN,NaN,0.07292277,42,1
-1,500000,-111.571884,128,False,439998,0.02979454,1016,3.12349072,True,NaN,NaN,NaN,0.07292277,42,2
+0,500000,171.32388,512,True,431434,5.18e-06,2433,0.40596116,False,0.24044363,0.47209526,5.141e-05,,42,0
+0,500000,-14.438816,512,True,431434,5.18e-06,2433,0.40596116,False,0.24044363,0.47209526,5.141e-05,,42,1
+0,500000,268.36276,512,True,431434,5.18e-06,2433,0.40596116,False,0.24044363,0.47209526,5.141e-05,,42,2
+1,500000,-41.01316,128,False,439998,0.02979454,1016,3.12349072,True,,,,0.07292277,42,0
+1,500000,-59.14485,128,False,439998,0.02979454,1016,3.12349072,True,,,,0.07292277,42,1
+1,500000,-111.571884,128,False,439998,0.02979454,1016,3.12349072,True,,,,0.07292277,42,2
 2,500000,-213.61655,512,True,99830,0.00041083,2790,0.18996033,True,0.93040068,0.19470436,4e-08,0.86212328,42,0
 2,500000,-368.40646,512,True,99830,0.00041083,2790,0.18996033,True,0.93040068,0.19470436,4e-08,0.86212328,42,1
 2,500000,-537.4553,512,True,99830,0.00041083,2790,0.18996033,True,0.93040068,0.19470436,4e-08,0.86212328,42,2
-3,500000,-156.11661,512,False,448624,1.715e-05,698,6.55438234,False,NaN,NaN,NaN,NaN,42,0
-3,500000,-157.82141,512,False,448624,1.715e-05,698,6.55438234,False,NaN,NaN,NaN,NaN,42,1
-3,500000,-67.16828,512,False,448624,1.715e-05,698,6.55438234,False,NaN,NaN,NaN,NaN,42,2
-4,500000,279.9268,512,True,454953,0.01219301,4548,2.5160291,False,0.89956865,0.01501097,1e-08,NaN,42,0
-4,500000,260.2029,512,True,454953,0.01219301,4548,2.5160291,False,0.89956865,0.01501097,1e-08,NaN,42,1
-4,500000,279.99878,512,True,454953,0.01219301,4548,2.5160291,False,0.89956865,0.01501097,1e-08,NaN,42,2
-5,500000,-156.91414,512,False,339381,5.628e-05,7683,8.08829819,True,NaN,NaN,NaN,0.30233768,42,0
-5,500000,-227.26062,512,False,339381,5.628e-05,7683,8.08829819,True,NaN,NaN,NaN,0.30233768,42,1
-5,500000,-98.91371,512,False,339381,5.628e-05,7683,8.08829819,True,NaN,NaN,NaN,0.30233768,42,2
-6,500000,-396.48508,512,True,220987,0.00980564,6614,1.21699633,False,0.33338473,0.84360284,0.0,NaN,42,0
-6,500000,-986.7412,512,True,220987,0.00980564,6614,1.21699633,False,0.33338473,0.84360284,0.0,NaN,42,1
-6,500000,-677.9646,512,True,220987,0.00980564,6614,1.21699633,False,0.33338473,0.84360284,0.0,NaN,42,2
-7,500000,-672.9884,512,False,139901,2.51e-05,8130,3.27862858,False,NaN,NaN,NaN,NaN,42,0
-7,500000,-296.22363,512,False,139901,2.51e-05,8130,3.27862858,False,NaN,NaN,NaN,NaN,42,1
-7,500000,-266.11005,512,False,139901,2.51e-05,8130,3.27862858,False,NaN,NaN,NaN,NaN,42,2
+3,500000,-156.11661,512,False,448624,1.715e-05,698,6.55438234,False,,,,,42,0
+3,500000,-157.82141,512,False,448624,1.715e-05,698,6.55438234,False,,,,,42,1
+3,500000,-67.16828,512,False,448624,1.715e-05,698,6.55438234,False,,,,,42,2
+4,500000,279.9268,512,True,454953,0.01219301,4548,2.5160291,False,0.89956865,0.01501097,1e-08,,42,0
+4,500000,260.2029,512,True,454953,0.01219301,4548,2.5160291,False,0.89956865,0.01501097,1e-08,,42,1
+4,500000,279.99878,512,True,454953,0.01219301,4548,2.5160291,False,0.89956865,0.01501097,1e-08,,42,2
+5,500000,-156.91414,512,False,339381,5.628e-05,7683,8.08829819,True,,,,0.30233768,42,0
+5,500000,-227.26062,512,False,339381,5.628e-05,7683,8.08829819,True,,,,0.30233768,42,1
+5,500000,-98.91371,512,False,339381,5.628e-05,7683,8.08829819,True,,,,0.30233768,42,2
+6,500000,-396.48508,512,True,220987,0.00980564,6614,1.21699633,False,0.33338473,0.84360284,0.0,,42,0
+6,500000,-986.7412,512,True,220987,0.00980564,6614,1.21699633,False,0.33338473,0.84360284,0.0,,42,1
+6,500000,-677.9646,512,True,220987,0.00980564,6614,1.21699633,False,0.33338473,0.84360284,0.0,,42,2
+7,500000,-672.9884,512,False,139901,2.51e-05,8130,3.27862858,False,,,,,42,0
+7,500000,-296.22363,512,False,139901,2.51e-05,8130,3.27862858,False,,,,,42,1
+7,500000,-266.11005,512,False,139901,2.51e-05,8130,3.27862858,False,,,,,42,2
 8,500000,-323.48816,256,True,492096,2.343e-05,6748,2.4744252,True,0.57283508,0.58473857,5.01e-06,0.39572191,42,0
 8,500000,-350.4812,256,True,492096,2.343e-05,6748,2.4744252,True,0.57283508,0.58473857,5.01e-06,0.39572191,42,1
 8,500000,-314.84552,256,True,492096,2.343e-05,6748,2.4744252,True,0.57283508,0.58473857,5.01e-06,0.39572191,42,2
-9,500000,-65.27476,512,False,140431,0.00058683,7860,0.76394308,False,NaN,NaN,NaN,NaN,42,0
-9,500000,-166.65059,512,False,140431,0.00058683,7860,0.76394308,False,NaN,NaN,NaN,NaN,42,1
-9,500000,-81.21212,512,False,140431,0.00058683,7860,0.76394308,False,NaN,NaN,NaN,NaN,42,2
+9,500000,-65.27476,512,False,140431,0.00058683,7860,0.76394308,False,,,,,42,0
+9,500000,-166.65059,512,False,140431,0.00058683,7860,0.76394308,False,,,,,42,1
+9,500000,-81.21212,512,False,140431,0.00058683,7860,0.76394308,False,,,,,42,2
 10,500000,-236.13745,512,True,31379,0.00176219,7576,4.01993007,True,0.55831574,0.45999565,3e-08,0.28460737,42,0
 10,500000,-930.198,512,True,31379,0.00176219,7576,4.01993007,True,0.55831574,0.45999565,3e-08,0.28460737,42,1
 10,500000,-390.2796,512,True,31379,0.00176219,7576,4.01993007,True,0.55831574,0.45999565,3e-08,0.28460737,42,2
 11,500000,-182.24673,128,True,167643,2.4e-06,9,0.1129104,True,0.83087258,0.02353525,3.68e-05,0.24867398,42,0
 11,500000,-166.53949,128,True,167643,2.4e-06,9,0.1129104,True,0.83087258,0.02353525,3.68e-05,0.24867398,42,1
 11,500000,-318.49384,128,True,167643,2.4e-06,9,0.1129104,True,0.83087258,0.02353525,3.68e-05,0.24867398,42,2
-12,500000,-101.0104,128,False,313090,0.00057482,3374,6.40180022,True,NaN,NaN,NaN,0.63706685,42,0
-12,500000,-12.470477,128,False,313090,0.00057482,3374,6.40180022,True,NaN,NaN,NaN,0.63706685,42,1
-12,500000,-18.040087,128,False,313090,0.00057482,3374,6.40180022,True,NaN,NaN,NaN,0.63706685,42,2
-13,500000,-33.618435,512,False,338865,0.01285148,6376,0.15296116,False,NaN,NaN,NaN,NaN,42,0
-13,500000,-51.065308,512,False,338865,0.01285148,6376,0.15296116,False,NaN,NaN,NaN,NaN,42,1
-13,500000,-87.051605,512,False,338865,0.01285148,6376,0.15296116,False,NaN,NaN,NaN,NaN,42,2
-14,500000,-195.2826,128,True,246909,0.00092889,4206,0.47303543,False,0.11076465,0.29224422,1.1e-07,NaN,42,0
-14,500000,-318.02835,128,True,246909,0.00092889,4206,0.47303543,False,0.11076465,0.29224422,1.1e-07,NaN,42,1
-14,500000,-302.86993,128,True,246909,0.00092889,4206,0.47303543,False,0.11076465,0.29224422,1.1e-07,NaN,42,2
-15,500000,-194.78937,128,True,424345,0.00034518,1828,1.54087069,False,0.26209425,0.41772251,0.0,NaN,42,0
-15,500000,-193.68742,128,True,424345,0.00034518,1828,1.54087069,False,0.26209425,0.41772251,0.0,NaN,42,1
-15,500000,-182.03513,128,True,424345,0.00034518,1828,1.54087069,False,0.26209425,0.41772251,0.0,NaN,42,2
-16,500000,3.431757,256,True,126525,9.167e-05,6565,1.42880362,False,0.9404338,0.62387203,4e-08,NaN,42,0
-16,500000,-113.95278,256,True,126525,9.167e-05,6565,1.42880362,False,0.9404338,0.62387203,4e-08,NaN,42,1
-16,500000,-57.36181,256,True,126525,9.167e-05,6565,1.42880362,False,0.9404338,0.62387203,4e-08,NaN,42,2
-17,500000,-240.90031,128,True,148574,1.815e-05,6166,1.02748942,False,0.03279238,0.08654785,2e-08,NaN,42,0
-17,500000,-193.94118,128,True,148574,1.815e-05,6166,1.02748942,False,0.03279238,0.08654785,2e-08,NaN,42,1
-17,500000,-175.4194,128,True,148574,1.815e-05,6166,1.02748942,False,0.03279238,0.08654785,2e-08,NaN,42,2
+12,500000,-101.0104,128,False,313090,0.00057482,3374,6.40180022,True,,,,0.63706685,42,0
+12,500000,-12.470477,128,False,313090,0.00057482,3374,6.40180022,True,,,,0.63706685,42,1
+12,500000,-18.040087,128,False,313090,0.00057482,3374,6.40180022,True,,,,0.63706685,42,2
+13,500000,-33.618435,512,False,338865,0.01285148,6376,0.15296116,False,,,,,42,0
+13,500000,-51.065308,512,False,338865,0.01285148,6376,0.15296116,False,,,,,42,1
+13,500000,-87.051605,512,False,338865,0.01285148,6376,0.15296116,False,,,,,42,2
+14,500000,-195.2826,128,True,246909,0.00092889,4206,0.47303543,False,0.11076465,0.29224422,1.1e-07,,42,0
+14,500000,-318.02835,128,True,246909,0.00092889,4206,0.47303543,False,0.11076465,0.29224422,1.1e-07,,42,1
+14,500000,-302.86993,128,True,246909,0.00092889,4206,0.47303543,False,0.11076465,0.29224422,1.1e-07,,42,2
+15,500000,-194.78937,128,True,424345,0.00034518,1828,1.54087069,False,0.26209425,0.41772251,0.0,,42,0
+15,500000,-193.68742,128,True,424345,0.00034518,1828,1.54087069,False,0.26209425,0.41772251,0.0,,42,1
+15,500000,-182.03513,128,True,424345,0.00034518,1828,1.54087069,False,0.26209425,0.41772251,0.0,,42,2
+16,500000,3.431757,256,True,126525,9.167e-05,6565,1.42880362,False,0.9404338,0.62387203,4e-08,,42,0
+16,500000,-113.95278,256,True,126525,9.167e-05,6565,1.42880362,False,0.9404338,0.62387203,4e-08,,42,1
+16,500000,-57.36181,256,True,126525,9.167e-05,6565,1.42880362,False,0.9404338,0.62387203,4e-08,,42,2
+17,500000,-240.90031,128,True,148574,1.815e-05,6166,1.02748942,False,0.03279238,0.08654785,2e-08,,42,0
+17,500000,-193.94118,128,True,148574,1.815e-05,6166,1.02748942,False,0.03279238,0.08654785,2e-08,,42,1
+17,500000,-175.4194,128,True,148574,1.815e-05,6166,1.02748942,False,0.03279238,0.08654785,2e-08,,42,2
 18,500000,-206.19212,256,True,240714,0.00025362,1205,0.41970713,True,0.1571761,0.59943117,1e-08,0.07505155,42,0
 18,500000,-167.5675,256,True,240714,0.00025362,1205,0.41970713,True,0.1571761,0.59943117,1e-08,0.07505155,42,1
 18,500000,-208.91074,256,True,240714,0.00025362,1205,0.41970713,True,0.1571761,0.59943117,1e-08,0.07505155,42,2
-19,500000,262.55,256,False,303974,0.03070097,3462,1.37685129,False,NaN,NaN,NaN,NaN,42,0
-19,500000,-110.88669,256,False,303974,0.03070097,3462,1.37685129,False,NaN,NaN,NaN,NaN,42,1
-19,500000,268.10248,256,False,303974,0.03070097,3462,1.37685129,False,NaN,NaN,NaN,NaN,42,2
-20,500000,262.64386,128,False,258553,0.02199581,3186,0.32792564,True,NaN,NaN,NaN,0.49933111,42,0
-20,500000,277.30267,128,False,258553,0.02199581,3186,0.32792564,True,NaN,NaN,NaN,0.49933111,42,1
-20,500000,268.09277,128,False,258553,0.02199581,3186,0.32792564,True,NaN,NaN,NaN,0.49933111,42,2
+19,500000,262.55,256,False,303974,0.03070097,3462,1.37685129,False,,,,,42,0
+19,500000,-110.88669,256,False,303974,0.03070097,3462,1.37685129,False,,,,,42,1
+19,500000,268.10248,256,False,303974,0.03070097,3462,1.37685129,False,,,,,42,2
+20,500000,262.64386,128,False,258553,0.02199581,3186,0.32792564,True,,,,0.49933111,42,0
+20,500000,277.30267,128,False,258553,0.02199581,3186,0.32792564,True,,,,0.49933111,42,1
+20,500000,268.09277,128,False,258553,0.02199581,3186,0.32792564,True,,,,0.49933111,42,2
 21,500000,-14.328003,256,True,54300,0.03780667,2711,0.34659512,True,0.77320308,0.69151837,2.97e-06,0.91814044,42,0
 21,500000,69.68571,256,True,54300,0.03780667,2711,0.34659512,True,0.77320308,0.69151837,2.97e-06,0.91814044,42,1
 21,500000,-21.004543,256,True,54300,0.03780667,2711,0.34659512,True,0.77320308,0.69151837,2.97e-06,0.91814044,42,2
 22,500000,-537.79297,256,True,465095,1.277e-05,4806,0.11692085,True,0.06433379,0.37105028,1.6e-07,0.66503862,42,0
 22,500000,-911.1399,256,True,465095,1.277e-05,4806,0.11692085,True,0.06433379,0.37105028,1.6e-07,0.66503862,42,1
 22,500000,-774.41284,256,True,465095,1.277e-05,4806,0.11692085,True,0.06433379,0.37105028,1.6e-07,0.66503862,42,2
-23,500000,-351.01328,256,False,227601,0.09764962,271,0.6847524,False,NaN,NaN,NaN,NaN,42,0
-23,500000,-846.7745,256,False,227601,0.09764962,271,0.6847524,False,NaN,NaN,NaN,NaN,42,1
-23,500000,-1091.5353,256,False,227601,0.09764962,271,0.6847524,False,NaN,NaN,NaN,NaN,42,2
-24,500000,-156.52551,128,True,247608,0.01352161,1913,0.28111314,False,0.28022978,0.33576085,0.0,NaN,42,0
-24,500000,-385.93945,128,True,247608,0.01352161,1913,0.28111314,False,0.28022978,0.33576085,0.0,NaN,42,1
-24,500000,22.829763,128,True,247608,0.01352161,1913,0.28111314,False,0.28022978,0.33576085,0.0,NaN,42,2
-25,500000,163.7208,256,False,486348,0.00970801,362,0.23902486,False,NaN,NaN,NaN,NaN,42,0
-25,500000,-177.4979,256,False,486348,0.00970801,362,0.23902486,False,NaN,NaN,NaN,NaN,42,1
-25,500000,-476.79602,256,False,486348,0.00970801,362,0.23902486,False,NaN,NaN,NaN,NaN,42,2
-26,500000,265.4987,256,False,386965,1.95e-06,4811,0.13528582,True,NaN,NaN,NaN,0.42553004,42,0
-26,500000,282.78314,256,False,386965,1.95e-06,4811,0.13528582,True,NaN,NaN,NaN,0.42553004,42,1
-26,500000,283.6829,256,False,386965,1.95e-06,4811,0.13528582,True,NaN,NaN,NaN,0.42553004,42,2
-27,500000,-220.3907,128,True,345879,0.00052019,1050,0.11615886,False,0.25506456,0.33266621,2.1e-07,NaN,42,0
-27,500000,-198.40012,128,True,345879,0.00052019,1050,0.11615886,False,0.25506456,0.33266621,2.1e-07,NaN,42,1
-27,500000,-173.22723,128,True,345879,0.00052019,1050,0.11615886,False,0.25506456,0.33266621,2.1e-07,NaN,42,2
-28,500000,-193.81378,512,False,97371,1.12e-06,6732,0.25218438,False,NaN,NaN,NaN,NaN,42,0
-28,500000,-179.65787,512,False,97371,1.12e-06,6732,0.25218438,False,NaN,NaN,NaN,NaN,42,1
-28,500000,-198.95834,512,False,97371,1.12e-06,6732,0.25218438,False,NaN,NaN,NaN,NaN,42,2
-29,500000,241.49289,512,False,71340,0.0019658,2920,8.34758986,False,NaN,NaN,NaN,NaN,42,0
-29,500000,4.32688,512,False,71340,0.0019658,2920,8.34758986,False,NaN,NaN,NaN,NaN,42,1
-29,500000,210.27258,512,False,71340,0.0019658,2920,8.34758986,False,NaN,NaN,NaN,NaN,42,2
-30,500000,-100.32811,256,False,97083,0.000789,2113,0.80831211,False,NaN,NaN,NaN,NaN,42,0
-30,500000,43.050438,256,False,97083,0.000789,2113,0.80831211,False,NaN,NaN,NaN,NaN,42,1
-30,500000,104.61245,256,False,97083,0.000789,2113,0.80831211,False,NaN,NaN,NaN,NaN,42,2
-31,500000,224.38086,128,True,327346,0.08573351,5342,0.48451472,False,0.97021293,0.18537829,3.1e-07,NaN,42,0
-31,500000,237.98029,128,True,327346,0.08573351,5342,0.48451472,False,0.97021293,0.18537829,3.1e-07,NaN,42,1
-31,500000,-81.86557,128,True,327346,0.08573351,5342,0.48451472,False,0.97021293,0.18537829,3.1e-07,NaN,42,2
-0,500000,-174.2685,512,False,312897,1.24e-05,2534,0.37964237,False,NaN,NaN,NaN,NaN,45,0
-0,500000,-141.24515,512,False,312897,1.24e-05,2534,0.37964237,False,NaN,NaN,NaN,NaN,45,1
-0,500000,-175.40936,512,False,312897,1.24e-05,2534,0.37964237,False,NaN,NaN,NaN,NaN,45,2
-1,500000,255.96053,128,False,483090,0.0832114,324,0.86430096,False,NaN,NaN,NaN,NaN,45,0
-1,500000,261.15253,128,False,483090,0.0832114,324,0.86430096,False,NaN,NaN,NaN,NaN,45,1
-1,500000,274.67084,128,False,483090,0.0832114,324,0.86430096,False,NaN,NaN,NaN,NaN,45,2
+23,500000,-351.01328,256,False,227601,0.09764962,271,0.6847524,False,,,,,42,0
+23,500000,-846.7745,256,False,227601,0.09764962,271,0.6847524,False,,,,,42,1
+23,500000,-1091.5353,256,False,227601,0.09764962,271,0.6847524,False,,,,,42,2
+24,500000,-156.52551,128,True,247608,0.01352161,1913,0.28111314,False,0.28022978,0.33576085,0.0,,42,0
+24,500000,-385.93945,128,True,247608,0.01352161,1913,0.28111314,False,0.28022978,0.33576085,0.0,,42,1
+24,500000,22.829763,128,True,247608,0.01352161,1913,0.28111314,False,0.28022978,0.33576085,0.0,,42,2
+25,500000,163.7208,256,False,486348,0.00970801,362,0.23902486,False,,,,,42,0
+25,500000,-177.4979,256,False,486348,0.00970801,362,0.23902486,False,,,,,42,1
+25,500000,-476.79602,256,False,486348,0.00970801,362,0.23902486,False,,,,,42,2
+26,500000,265.4987,256,False,386965,1.95e-06,4811,0.13528582,True,,,,0.42553004,42,0
+26,500000,282.78314,256,False,386965,1.95e-06,4811,0.13528582,True,,,,0.42553004,42,1
+26,500000,283.6829,256,False,386965,1.95e-06,4811,0.13528582,True,,,,0.42553004,42,2
+27,500000,-220.3907,128,True,345879,0.00052019,1050,0.11615886,False,0.25506456,0.33266621,2.1e-07,,42,0
+27,500000,-198.40012,128,True,345879,0.00052019,1050,0.11615886,False,0.25506456,0.33266621,2.1e-07,,42,1
+27,500000,-173.22723,128,True,345879,0.00052019,1050,0.11615886,False,0.25506456,0.33266621,2.1e-07,,42,2
+28,500000,-193.81378,512,False,97371,1.12e-06,6732,0.25218438,False,,,,,42,0
+28,500000,-179.65787,512,False,97371,1.12e-06,6732,0.25218438,False,,,,,42,1
+28,500000,-198.95834,512,False,97371,1.12e-06,6732,0.25218438,False,,,,,42,2
+29,500000,241.49289,512,False,71340,0.0019658,2920,8.34758986,False,,,,,42,0
+29,500000,4.32688,512,False,71340,0.0019658,2920,8.34758986,False,,,,,42,1
+29,500000,210.27258,512,False,71340,0.0019658,2920,8.34758986,False,,,,,42,2
+30,500000,-100.32811,256,False,97083,0.000789,2113,0.80831211,False,,,,,42,0
+30,500000,43.050438,256,False,97083,0.000789,2113,0.80831211,False,,,,,42,1
+30,500000,104.61245,256,False,97083,0.000789,2113,0.80831211,False,,,,,42,2
+31,500000,224.38086,128,True,327346,0.08573351,5342,0.48451472,False,0.97021293,0.18537829,3.1e-07,,42,0
+31,500000,237.98029,128,True,327346,0.08573351,5342,0.48451472,False,0.97021293,0.18537829,3.1e-07,,42,1
+31,500000,-81.86557,128,True,327346,0.08573351,5342,0.48451472,False,0.97021293,0.18537829,3.1e-07,,42,2
+0,500000,-174.2685,512,False,312897,1.24e-05,2534,0.37964237,False,,,,,45,0
+0,500000,-141.24515,512,False,312897,1.24e-05,2534,0.37964237,False,,,,,45,1
+0,500000,-175.40936,512,False,312897,1.24e-05,2534,0.37964237,False,,,,,45,2
+1,500000,255.96053,128,False,483090,0.0832114,324,0.86430096,False,,,,,45,0
+1,500000,261.15253,128,False,483090,0.0832114,324,0.86430096,False,,,,,45,1
+1,500000,274.67084,128,False,483090,0.0832114,324,0.86430096,False,,,,,45,2
 2,500000,221.53296,128,True,426018,0.00026826,5214,0.54592386,True,0.13759644,0.15617633,0.0,0.81169916,45,0
 2,500000,265.28497,128,True,426018,0.00026826,5214,0.54592386,True,0.13759644,0.15617633,0.0,0.81169916,45,1
 2,500000,268.87018,128,True,426018,0.00026826,5214,0.54592386,True,0.13759644,0.15617633,0.0,0.81169916,45,2
-3,500000,263.2103,256,False,483829,3.76e-06,1791,0.45969843,False,NaN,NaN,NaN,NaN,45,0
-3,500000,275.91333,256,False,483829,3.76e-06,1791,0.45969843,False,NaN,NaN,NaN,NaN,45,1
-3,500000,132.04276,256,False,483829,3.76e-06,1791,0.45969843,False,NaN,NaN,NaN,NaN,45,2
+3,500000,263.2103,256,False,483829,3.76e-06,1791,0.45969843,False,,,,,45,0
+3,500000,275.91333,256,False,483829,3.76e-06,1791,0.45969843,False,,,,,45,1
+3,500000,132.04276,256,False,483829,3.76e-06,1791,0.45969843,False,,,,,45,2
 4,500000,-119.14894,512,True,305164,1.65e-06,2049,0.57824881,True,0.18636756,0.68754784,1e-08,0.31670909,45,0
 4,500000,-99.56328,512,True,305164,1.65e-06,2049,0.57824881,True,0.18636756,0.68754784,1e-08,0.31670909,45,1
 4,500000,-130.35861,512,True,305164,1.65e-06,2049,0.57824881,True,0.18636756,0.68754784,1e-08,0.31670909,45,2
-5,500000,266.32977,128,False,21594,0.00432869,6546,6.45277614,False,NaN,NaN,NaN,NaN,45,0
-5,500000,256.2027,128,False,21594,0.00432869,6546,6.45277614,False,NaN,NaN,NaN,NaN,45,1
-5,500000,216.74075,128,False,21594,0.00432869,6546,6.45277614,False,NaN,NaN,NaN,NaN,45,2
+5,500000,266.32977,128,False,21594,0.00432869,6546,6.45277614,False,,,,,45,0
+5,500000,256.2027,128,False,21594,0.00432869,6546,6.45277614,False,,,,,45,1
+5,500000,216.74075,128,False,21594,0.00432869,6546,6.45277614,False,,,,,45,2
 6,500000,-152.2005,512,True,31894,0.00025055,7459,5.32180179,True,0.38127753,0.3612742,1.81e-06,0.09427937,45,0
 6,500000,-235.70041,512,True,31894,0.00025055,7459,5.32180179,True,0.38127753,0.3612742,1.81e-06,0.09427937,45,1
 6,500000,-189.77823,512,True,31894,0.00025055,7459,5.32180179,True,0.38127753,0.3612742,1.81e-06,0.09427937,45,2
-7,500000,-227.25906,512,False,316571,0.00177177,7857,6.95242783,True,NaN,NaN,NaN,0.08978099,45,0
-7,500000,-187.63875,512,False,316571,0.00177177,7857,6.95242783,True,NaN,NaN,NaN,0.08978099,45,1
-7,500000,-181.14018,512,False,316571,0.00177177,7857,6.95242783,True,NaN,NaN,NaN,0.08978099,45,2
-8,500000,-189.92725,512,False,228625,8.191e-05,476,3.44126473,False,NaN,NaN,NaN,NaN,45,0
-8,500000,-196.18854,512,False,228625,8.191e-05,476,3.44126473,False,NaN,NaN,NaN,NaN,45,1
-8,500000,-183.47388,512,False,228625,8.191e-05,476,3.44126473,False,NaN,NaN,NaN,NaN,45,2
-9,500000,276.24664,256,False,218924,1.19e-06,567,0.21224085,True,NaN,NaN,NaN,0.94635398,45,0
-9,500000,273.3384,256,False,218924,1.19e-06,567,0.21224085,True,NaN,NaN,NaN,0.94635398,45,1
-9,500000,274.63538,256,False,218924,1.19e-06,567,0.21224085,True,NaN,NaN,NaN,0.94635398,45,2
-10,500000,-105.13211,512,False,282039,0.00012999,7886,4.40102637,True,NaN,NaN,NaN,0.04062122,45,0
-10,500000,-108.960144,512,False,282039,0.00012999,7886,4.40102637,True,NaN,NaN,NaN,0.04062122,45,1
-10,500000,-191.48276,512,False,282039,0.00012999,7886,4.40102637,True,NaN,NaN,NaN,0.04062122,45,2
-11,500000,-213.80429,256,True,415459,5.925e-05,2165,0.20163759,False,0.28795341,0.77061152,7.58e-06,NaN,45,0
-11,500000,-222.30688,256,True,415459,5.925e-05,2165,0.20163759,False,0.28795341,0.77061152,7.58e-06,NaN,45,1
-11,500000,-398.9208,256,True,415459,5.925e-05,2165,0.20163759,False,0.28795341,0.77061152,7.58e-06,NaN,45,2
-12,500000,241.70866,128,False,297917,0.00027879,2504,2.68640367,True,NaN,NaN,NaN,0.07264722,45,0
-12,500000,267.71524,128,False,297917,0.00027879,2504,2.68640367,True,NaN,NaN,NaN,0.07264722,45,1
-12,500000,273.30045,128,False,297917,0.00027879,2504,2.68640367,True,NaN,NaN,NaN,0.07264722,45,2
-13,500000,266.92477,256,False,341734,0.00830509,4429,0.50748649,True,NaN,NaN,NaN,0.41661153,45,0
-13,500000,273.80692,256,False,341734,0.00830509,4429,0.50748649,True,NaN,NaN,NaN,0.41661153,45,1
-13,500000,276.3612,256,False,341734,0.00830509,4429,0.50748649,True,NaN,NaN,NaN,0.41661153,45,2
-14,500000,276.84113,128,False,104961,0.0208595,5798,0.34129358,False,NaN,NaN,NaN,NaN,45,0
-14,500000,270.966,128,False,104961,0.0208595,5798,0.34129358,False,NaN,NaN,NaN,NaN,45,1
-14,500000,271.53458,128,False,104961,0.0208595,5798,0.34129358,False,NaN,NaN,NaN,NaN,45,2
-15,500000,261.36456,512,False,208700,0.00543307,2254,0.39386399,True,NaN,NaN,NaN,0.03521051,45,0
-15,500000,267.08035,512,False,208700,0.00543307,2254,0.39386399,True,NaN,NaN,NaN,0.03521051,45,1
-15,500000,255.6088,512,False,208700,0.00543307,2254,0.39386399,True,NaN,NaN,NaN,0.03521051,45,2
-16,500000,258.8946,128,False,481081,1.12e-06,7661,1.28819035,True,NaN,NaN,NaN,0.52337438,45,0
-16,500000,261.15704,128,False,481081,1.12e-06,7661,1.28819035,True,NaN,NaN,NaN,0.52337438,45,1
-16,500000,230.67476,128,False,481081,1.12e-06,7661,1.28819035,True,NaN,NaN,NaN,0.52337438,45,2
-17,500000,-259.5033,128,False,267997,0.00386306,523,6.05310432,False,NaN,NaN,NaN,NaN,45,0
-17,500000,-213.03055,128,False,267997,0.00386306,523,6.05310432,False,NaN,NaN,NaN,NaN,45,1
-17,500000,-228.61508,128,False,267997,0.00386306,523,6.05310432,False,NaN,NaN,NaN,NaN,45,2
-18,500000,262.72137,512,False,18894,0.00086529,3951,2.88210276,False,NaN,NaN,NaN,NaN,45,0
-18,500000,272.48102,512,False,18894,0.00086529,3951,2.88210276,False,NaN,NaN,NaN,NaN,45,1
-18,500000,259.97702,512,False,18894,0.00086529,3951,2.88210276,False,NaN,NaN,NaN,NaN,45,2
-19,500000,254.68945,512,True,228686,0.08266236,7621,1.34111497,False,0.38783654,0.62631124,1.88e-06,NaN,45,0
-19,500000,240.3158,512,True,228686,0.08266236,7621,1.34111497,False,0.38783654,0.62631124,1.88e-06,NaN,45,1
-19,500000,262.50677,512,True,228686,0.08266236,7621,1.34111497,False,0.38783654,0.62631124,1.88e-06,NaN,45,2
-20,500000,-195.47137,512,False,75655,0.00075179,7124,0.92377866,False,NaN,NaN,NaN,NaN,45,0
-20,500000,-254.18903,512,False,75655,0.00075179,7124,0.92377866,False,NaN,NaN,NaN,NaN,45,1
-20,500000,-327.8977,512,False,75655,0.00075179,7124,0.92377866,False,NaN,NaN,NaN,NaN,45,2
+7,500000,-227.25906,512,False,316571,0.00177177,7857,6.95242783,True,,,,0.08978099,45,0
+7,500000,-187.63875,512,False,316571,0.00177177,7857,6.95242783,True,,,,0.08978099,45,1
+7,500000,-181.14018,512,False,316571,0.00177177,7857,6.95242783,True,,,,0.08978099,45,2
+8,500000,-189.92725,512,False,228625,8.191e-05,476,3.44126473,False,,,,,45,0
+8,500000,-196.18854,512,False,228625,8.191e-05,476,3.44126473,False,,,,,45,1
+8,500000,-183.47388,512,False,228625,8.191e-05,476,3.44126473,False,,,,,45,2
+9,500000,276.24664,256,False,218924,1.19e-06,567,0.21224085,True,,,,0.94635398,45,0
+9,500000,273.3384,256,False,218924,1.19e-06,567,0.21224085,True,,,,0.94635398,45,1
+9,500000,274.63538,256,False,218924,1.19e-06,567,0.21224085,True,,,,0.94635398,45,2
+10,500000,-105.13211,512,False,282039,0.00012999,7886,4.40102637,True,,,,0.04062122,45,0
+10,500000,-108.960144,512,False,282039,0.00012999,7886,4.40102637,True,,,,0.04062122,45,1
+10,500000,-191.48276,512,False,282039,0.00012999,7886,4.40102637,True,,,,0.04062122,45,2
+11,500000,-213.80429,256,True,415459,5.925e-05,2165,0.20163759,False,0.28795341,0.77061152,7.58e-06,,45,0
+11,500000,-222.30688,256,True,415459,5.925e-05,2165,0.20163759,False,0.28795341,0.77061152,7.58e-06,,45,1
+11,500000,-398.9208,256,True,415459,5.925e-05,2165,0.20163759,False,0.28795341,0.77061152,7.58e-06,,45,2
+12,500000,241.70866,128,False,297917,0.00027879,2504,2.68640367,True,,,,0.07264722,45,0
+12,500000,267.71524,128,False,297917,0.00027879,2504,2.68640367,True,,,,0.07264722,45,1
+12,500000,273.30045,128,False,297917,0.00027879,2504,2.68640367,True,,,,0.07264722,45,2
+13,500000,266.92477,256,False,341734,0.00830509,4429,0.50748649,True,,,,0.41661153,45,0
+13,500000,273.80692,256,False,341734,0.00830509,4429,0.50748649,True,,,,0.41661153,45,1
+13,500000,276.3612,256,False,341734,0.00830509,4429,0.50748649,True,,,,0.41661153,45,2
+14,500000,276.84113,128,False,104961,0.0208595,5798,0.34129358,False,,,,,45,0
+14,500000,270.966,128,False,104961,0.0208595,5798,0.34129358,False,,,,,45,1
+14,500000,271.53458,128,False,104961,0.0208595,5798,0.34129358,False,,,,,45,2
+15,500000,261.36456,512,False,208700,0.00543307,2254,0.39386399,True,,,,0.03521051,45,0
+15,500000,267.08035,512,False,208700,0.00543307,2254,0.39386399,True,,,,0.03521051,45,1
+15,500000,255.6088,512,False,208700,0.00543307,2254,0.39386399,True,,,,0.03521051,45,2
+16,500000,258.8946,128,False,481081,1.12e-06,7661,1.28819035,True,,,,0.52337438,45,0
+16,500000,261.15704,128,False,481081,1.12e-06,7661,1.28819035,True,,,,0.52337438,45,1
+16,500000,230.67476,128,False,481081,1.12e-06,7661,1.28819035,True,,,,0.52337438,45,2
+17,500000,-259.5033,128,False,267997,0.00386306,523,6.05310432,False,,,,,45,0
+17,500000,-213.03055,128,False,267997,0.00386306,523,6.05310432,False,,,,,45,1
+17,500000,-228.61508,128,False,267997,0.00386306,523,6.05310432,False,,,,,45,2
+18,500000,262.72137,512,False,18894,0.00086529,3951,2.88210276,False,,,,,45,0
+18,500000,272.48102,512,False,18894,0.00086529,3951,2.88210276,False,,,,,45,1
+18,500000,259.97702,512,False,18894,0.00086529,3951,2.88210276,False,,,,,45,2
+19,500000,254.68945,512,True,228686,0.08266236,7621,1.34111497,False,0.38783654,0.62631124,1.88e-06,,45,0
+19,500000,240.3158,512,True,228686,0.08266236,7621,1.34111497,False,0.38783654,0.62631124,1.88e-06,,45,1
+19,500000,262.50677,512,True,228686,0.08266236,7621,1.34111497,False,0.38783654,0.62631124,1.88e-06,,45,2
+20,500000,-195.47137,512,False,75655,0.00075179,7124,0.92377866,False,,,,,45,0
+20,500000,-254.18903,512,False,75655,0.00075179,7124,0.92377866,False,,,,,45,1
+20,500000,-327.8977,512,False,75655,0.00075179,7124,0.92377866,False,,,,,45,2
 21,500000,-142.44731,128,True,27057,2.804e-05,8111,5.39815344,True,0.32669263,0.55898618,1e-07,0.06490876,45,0
 21,500000,-957.57794,128,True,27057,2.804e-05,8111,5.39815344,True,0.32669263,0.55898618,1e-07,0.06490876,45,1
 21,500000,-521.8149,128,True,27057,2.804e-05,8111,5.39815344,True,0.32669263,0.55898618,1e-07,0.06490876,45,2
@@ -167,138 +167,138 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 23,500000,276.25156,512,True,295523,0.00044445,5912,0.46044056,True,0.48769557,0.78267058,3.59e-06,0.4165849,45,0
 23,500000,272.344,512,True,295523,0.00044445,5912,0.46044056,True,0.48769557,0.78267058,3.59e-06,0.4165849,45,1
 23,500000,279.76996,512,True,295523,0.00044445,5912,0.46044056,True,0.48769557,0.78267058,3.59e-06,0.4165849,45,2
-24,500000,-118.810165,256,True,460901,6.49e-06,5729,0.1739402,False,0.33018537,0.2002084,2.4e-07,NaN,45,0
-24,500000,-68.6236,256,True,460901,6.49e-06,5729,0.1739402,False,0.33018537,0.2002084,2.4e-07,NaN,45,1
-24,500000,48.656822,256,True,460901,6.49e-06,5729,0.1739402,False,0.33018537,0.2002084,2.4e-07,NaN,45,2
+24,500000,-118.810165,256,True,460901,6.49e-06,5729,0.1739402,False,0.33018537,0.2002084,2.4e-07,,45,0
+24,500000,-68.6236,256,True,460901,6.49e-06,5729,0.1739402,False,0.33018537,0.2002084,2.4e-07,,45,1
+24,500000,48.656822,256,True,460901,6.49e-06,5729,0.1739402,False,0.33018537,0.2002084,2.4e-07,,45,2
 25,500000,-377.83432,256,True,395269,0.01802926,8174,0.12970052,True,0.77621908,0.39950869,6.546e-05,0.67986395,45,0
 25,500000,-490.96344,256,True,395269,0.01802926,8174,0.12970052,True,0.77621908,0.39950869,6.546e-05,0.67986395,45,1
 25,500000,-415.90533,256,True,395269,0.01802926,8174,0.12970052,True,0.77621908,0.39950869,6.546e-05,0.67986395,45,2
-26,500000,-196.95677,256,True,198146,0.00877697,6895,2.79764101,False,0.42024219,0.75695916,1.74e-06,NaN,45,0
-26,500000,-215.85352,256,True,198146,0.00877697,6895,2.79764101,False,0.42024219,0.75695916,1.74e-06,NaN,45,1
-26,500000,-172.27353,256,True,198146,0.00877697,6895,2.79764101,False,0.42024219,0.75695916,1.74e-06,NaN,45,2
-27,500000,248.4999,256,False,283555,0.00045025,2831,1.73176425,True,NaN,NaN,NaN,0.4518672,45,0
-27,500000,241.33122,256,False,283555,0.00045025,2831,1.73176425,True,NaN,NaN,NaN,0.4518672,45,1
-27,500000,221.5008,256,False,283555,0.00045025,2831,1.73176425,True,NaN,NaN,NaN,0.4518672,45,2
-28,500000,279.60748,256,False,204077,5.191e-05,2333,0.72923386,False,NaN,NaN,NaN,NaN,45,0
-28,500000,280.88354,256,False,204077,5.191e-05,2333,0.72923386,False,NaN,NaN,NaN,NaN,45,1
-28,500000,283.0019,256,False,204077,5.191e-05,2333,0.72923386,False,NaN,NaN,NaN,NaN,45,2
-29,500000,259.11523,512,True,167092,1.52e-06,1999,0.76960214,False,0.79885414,0.48168499,4e-08,NaN,45,0
-29,500000,227.36948,512,True,167092,1.52e-06,1999,0.76960214,False,0.79885414,0.48168499,4e-08,NaN,45,1
-29,500000,234.49078,512,True,167092,1.52e-06,1999,0.76960214,False,0.79885414,0.48168499,4e-08,NaN,45,2
-30,500000,-141.01846,512,False,18948,0.0093676,973,7.37528069,False,NaN,NaN,NaN,NaN,45,0
-30,500000,-663.9412,512,False,18948,0.0093676,973,7.37528069,False,NaN,NaN,NaN,NaN,45,1
-30,500000,-178.05786,512,False,18948,0.0093676,973,7.37528069,False,NaN,NaN,NaN,NaN,45,2
-31,500000,265.4082,128,True,490611,3.76e-06,5509,3.65451328,False,0.2714302,0.32081606,4.22e-06,NaN,45,0
-31,500000,187.7007,128,True,490611,3.76e-06,5509,3.65451328,False,0.2714302,0.32081606,4.22e-06,NaN,45,1
-31,500000,108.33362,128,True,490611,3.76e-06,5509,3.65451328,False,0.2714302,0.32081606,4.22e-06,NaN,45,2
-0,500000,241.62978,128,False,496951,0.00355418,7517,4.00182857,True,NaN,NaN,NaN,0.83503255,44,0
-0,500000,252.43718,128,False,496951,0.00355418,7517,4.00182857,True,NaN,NaN,NaN,0.83503255,44,1
-0,500000,247.33942,128,False,496951,0.00355418,7517,4.00182857,True,NaN,NaN,NaN,0.83503255,44,2
-1,500000,-208.7467,128,False,404100,6.62e-06,2493,5.09758519,False,NaN,NaN,NaN,NaN,44,0
-1,500000,-102.48681,128,False,404100,6.62e-06,2493,5.09758519,False,NaN,NaN,NaN,NaN,44,1
-1,500000,-566.67316,128,False,404100,6.62e-06,2493,5.09758519,False,NaN,NaN,NaN,NaN,44,2
+26,500000,-196.95677,256,True,198146,0.00877697,6895,2.79764101,False,0.42024219,0.75695916,1.74e-06,,45,0
+26,500000,-215.85352,256,True,198146,0.00877697,6895,2.79764101,False,0.42024219,0.75695916,1.74e-06,,45,1
+26,500000,-172.27353,256,True,198146,0.00877697,6895,2.79764101,False,0.42024219,0.75695916,1.74e-06,,45,2
+27,500000,248.4999,256,False,283555,0.00045025,2831,1.73176425,True,,,,0.4518672,45,0
+27,500000,241.33122,256,False,283555,0.00045025,2831,1.73176425,True,,,,0.4518672,45,1
+27,500000,221.5008,256,False,283555,0.00045025,2831,1.73176425,True,,,,0.4518672,45,2
+28,500000,279.60748,256,False,204077,5.191e-05,2333,0.72923386,False,,,,,45,0
+28,500000,280.88354,256,False,204077,5.191e-05,2333,0.72923386,False,,,,,45,1
+28,500000,283.0019,256,False,204077,5.191e-05,2333,0.72923386,False,,,,,45,2
+29,500000,259.11523,512,True,167092,1.52e-06,1999,0.76960214,False,0.79885414,0.48168499,4e-08,,45,0
+29,500000,227.36948,512,True,167092,1.52e-06,1999,0.76960214,False,0.79885414,0.48168499,4e-08,,45,1
+29,500000,234.49078,512,True,167092,1.52e-06,1999,0.76960214,False,0.79885414,0.48168499,4e-08,,45,2
+30,500000,-141.01846,512,False,18948,0.0093676,973,7.37528069,False,,,,,45,0
+30,500000,-663.9412,512,False,18948,0.0093676,973,7.37528069,False,,,,,45,1
+30,500000,-178.05786,512,False,18948,0.0093676,973,7.37528069,False,,,,,45,2
+31,500000,265.4082,128,True,490611,3.76e-06,5509,3.65451328,False,0.2714302,0.32081606,4.22e-06,,45,0
+31,500000,187.7007,128,True,490611,3.76e-06,5509,3.65451328,False,0.2714302,0.32081606,4.22e-06,,45,1
+31,500000,108.33362,128,True,490611,3.76e-06,5509,3.65451328,False,0.2714302,0.32081606,4.22e-06,,45,2
+0,500000,241.62978,128,False,496951,0.00355418,7517,4.00182857,True,,,,0.83503255,44,0
+0,500000,252.43718,128,False,496951,0.00355418,7517,4.00182857,True,,,,0.83503255,44,1
+0,500000,247.33942,128,False,496951,0.00355418,7517,4.00182857,True,,,,0.83503255,44,2
+1,500000,-208.7467,128,False,404100,6.62e-06,2493,5.09758519,False,,,,,44,0
+1,500000,-102.48681,128,False,404100,6.62e-06,2493,5.09758519,False,,,,,44,1
+1,500000,-566.67316,128,False,404100,6.62e-06,2493,5.09758519,False,,,,,44,2
 2,500000,245.9804,512,True,429823,1.75e-06,104,0.14248416,True,0.26619243,0.36890697,2e-08,0.87902184,44,0
 2,500000,261.1374,512,True,429823,1.75e-06,104,0.14248416,True,0.26619243,0.36890697,2e-08,0.87902184,44,1
 2,500000,265.29376,512,True,429823,1.75e-06,104,0.14248416,True,0.26619243,0.36890697,2e-08,0.87902184,44,2
 3,500000,-312.51987,256,True,468436,0.00389255,3407,0.1810504,True,0.07210869,0.98474404,2.77e-06,0.14473985,44,0
 3,500000,-493.52472,256,True,468436,0.00389255,3407,0.1810504,True,0.07210869,0.98474404,2.77e-06,0.14473985,44,1
 3,500000,-843.98364,256,True,468436,0.00389255,3407,0.1810504,True,0.07210869,0.98474404,2.77e-06,0.14473985,44,2
-4,500000,-312.94196,512,False,475509,3.37e-06,6481,2.8024262,False,NaN,NaN,NaN,NaN,44,0
-4,500000,-773.53064,512,False,475509,3.37e-06,6481,2.8024262,False,NaN,NaN,NaN,NaN,44,1
-4,500000,-364.73965,512,False,475509,3.37e-06,6481,2.8024262,False,NaN,NaN,NaN,NaN,44,2
+4,500000,-312.94196,512,False,475509,3.37e-06,6481,2.8024262,False,,,,,44,0
+4,500000,-773.53064,512,False,475509,3.37e-06,6481,2.8024262,False,,,,,44,1
+4,500000,-364.73965,512,False,475509,3.37e-06,6481,2.8024262,False,,,,,44,2
 5,500000,-84.257416,256,True,230511,7.823e-05,2259,0.21027592,True,0.16227785,0.95695215,2.26e-06,0.69175759,44,0
 5,500000,-140.55362,256,True,230511,7.823e-05,2259,0.21027592,True,0.16227785,0.95695215,2.26e-06,0.69175759,44,1
 5,500000,-46.854046,256,True,230511,7.823e-05,2259,0.21027592,True,0.16227785,0.95695215,2.26e-06,0.69175759,44,2
-6,500000,-186.42236,128,False,281867,0.01390016,909,0.1691233,False,NaN,NaN,NaN,NaN,44,0
-6,500000,-181.6269,128,False,281867,0.01390016,909,0.1691233,False,NaN,NaN,NaN,NaN,44,1
-6,500000,-193.26443,128,False,281867,0.01390016,909,0.1691233,False,NaN,NaN,NaN,NaN,44,2
-7,500000,-243.6415,256,False,454276,2.119e-05,4073,0.68488375,False,NaN,NaN,NaN,NaN,44,0
-7,500000,7.585188,256,False,454276,2.119e-05,4073,0.68488375,False,NaN,NaN,NaN,NaN,44,1
-7,500000,-220.6128,256,False,454276,2.119e-05,4073,0.68488375,False,NaN,NaN,NaN,NaN,44,2
+6,500000,-186.42236,128,False,281867,0.01390016,909,0.1691233,False,,,,,44,0
+6,500000,-181.6269,128,False,281867,0.01390016,909,0.1691233,False,,,,,44,1
+6,500000,-193.26443,128,False,281867,0.01390016,909,0.1691233,False,,,,,44,2
+7,500000,-243.6415,256,False,454276,2.119e-05,4073,0.68488375,False,,,,,44,0
+7,500000,7.585188,256,False,454276,2.119e-05,4073,0.68488375,False,,,,,44,1
+7,500000,-220.6128,256,False,454276,2.119e-05,4073,0.68488375,False,,,,,44,2
 8,500000,-298.73468,512,True,432524,0.09987411,4531,0.12391938,True,0.75769651,0.03784658,1.15e-06,0.14703792,44,0
 8,500000,-521.32,512,True,432524,0.09987411,4531,0.12391938,True,0.75769651,0.03784658,1.15e-06,0.14703792,44,1
 8,500000,-146.04607,512,True,432524,0.09987411,4531,0.12391938,True,0.75769651,0.03784658,1.15e-06,0.14703792,44,2
-9,500000,-141.11597,256,False,191708,0.06242903,295,0.56793452,False,NaN,NaN,NaN,NaN,44,0
-9,500000,-538.12195,256,False,191708,0.06242903,295,0.56793452,False,NaN,NaN,NaN,NaN,44,1
-9,500000,-132.33804,256,False,191708,0.06242903,295,0.56793452,False,NaN,NaN,NaN,NaN,44,2
+9,500000,-141.11597,256,False,191708,0.06242903,295,0.56793452,False,,,,,44,0
+9,500000,-538.12195,256,False,191708,0.06242903,295,0.56793452,False,,,,,44,1
+9,500000,-132.33804,256,False,191708,0.06242903,295,0.56793452,False,,,,,44,2
 10,500000,-22.185171,256,True,185101,3.67e-06,1321,0.38398801,True,0.85834927,0.46915411,3.44e-06,0.64087897,44,0
 10,500000,-263.8422,256,True,185101,3.67e-06,1321,0.38398801,True,0.85834927,0.46915411,3.44e-06,0.64087897,44,1
 10,500000,240.67413,256,True,185101,3.67e-06,1321,0.38398801,True,0.85834927,0.46915411,3.44e-06,0.64087897,44,2
-11,500000,-59.55389,128,False,4034,0.00079652,1501,6.77600467,True,NaN,NaN,NaN,0.48670465,44,0
-11,500000,-128.8664,128,False,4034,0.00079652,1501,6.77600467,True,NaN,NaN,NaN,0.48670465,44,1
-11,500000,-108.69574,128,False,4034,0.00079652,1501,6.77600467,True,NaN,NaN,NaN,0.48670465,44,2
-12,500000,275.2305,512,False,146142,4.774e-05,3526,0.25574027,True,NaN,NaN,NaN,0.01268589,44,0
-12,500000,276.54596,512,False,146142,4.774e-05,3526,0.25574027,True,NaN,NaN,NaN,0.01268589,44,1
-12,500000,264.28702,512,False,146142,4.774e-05,3526,0.25574027,True,NaN,NaN,NaN,0.01268589,44,2
-13,500000,-608.3447,256,True,216505,0.01915971,3263,3.22460199,False,0.39969321,0.21280439,3e-08,NaN,44,0
-13,500000,-1020.5489,256,True,216505,0.01915971,3263,3.22460199,False,0.39969321,0.21280439,3e-08,NaN,44,1
-13,500000,-996.14056,256,True,216505,0.01915971,3263,3.22460199,False,0.39969321,0.21280439,3e-08,NaN,44,2
+11,500000,-59.55389,128,False,4034,0.00079652,1501,6.77600467,True,,,,0.48670465,44,0
+11,500000,-128.8664,128,False,4034,0.00079652,1501,6.77600467,True,,,,0.48670465,44,1
+11,500000,-108.69574,128,False,4034,0.00079652,1501,6.77600467,True,,,,0.48670465,44,2
+12,500000,275.2305,512,False,146142,4.774e-05,3526,0.25574027,True,,,,0.01268589,44,0
+12,500000,276.54596,512,False,146142,4.774e-05,3526,0.25574027,True,,,,0.01268589,44,1
+12,500000,264.28702,512,False,146142,4.774e-05,3526,0.25574027,True,,,,0.01268589,44,2
+13,500000,-608.3447,256,True,216505,0.01915971,3263,3.22460199,False,0.39969321,0.21280439,3e-08,,44,0
+13,500000,-1020.5489,256,True,216505,0.01915971,3263,3.22460199,False,0.39969321,0.21280439,3e-08,,44,1
+13,500000,-996.14056,256,True,216505,0.01915971,3263,3.22460199,False,0.39969321,0.21280439,3e-08,,44,2
 14,500000,-139.27112,512,True,184557,4.98e-05,7801,2.46681944,True,0.10365792,0.04152867,5e-07,0.6541044,44,0
 14,500000,-110.678894,512,True,184557,4.98e-05,7801,2.46681944,True,0.10365792,0.04152867,5e-07,0.6541044,44,1
 14,500000,-151.04044,512,True,184557,4.98e-05,7801,2.46681944,True,0.10365792,0.04152867,5e-07,0.6541044,44,2
-15,500000,-233.12547,512,False,209784,8.148e-05,8022,2.01036734,False,NaN,NaN,NaN,NaN,44,0
-15,500000,-215.75345,512,False,209784,8.148e-05,8022,2.01036734,False,NaN,NaN,NaN,NaN,44,1
-15,500000,-156.83205,512,False,209784,8.148e-05,8022,2.01036734,False,NaN,NaN,NaN,NaN,44,2
-16,500000,-110.347336,256,True,161781,7.94e-06,6911,6.85470611,False,0.97565058,0.08137639,6.069e-05,NaN,44,0
-16,500000,-27.561028,256,True,161781,7.94e-06,6911,6.85470611,False,0.97565058,0.08137639,6.069e-05,NaN,44,1
-16,500000,-102.02626,256,True,161781,7.94e-06,6911,6.85470611,False,0.97565058,0.08137639,6.069e-05,NaN,44,2
-17,500000,-157.63008,256,False,168323,0.00020407,2184,0.85455642,False,NaN,NaN,NaN,NaN,44,0
-17,500000,-617.5141,256,False,168323,0.00020407,2184,0.85455642,False,NaN,NaN,NaN,NaN,44,1
-17,500000,-135.6817,256,False,168323,0.00020407,2184,0.85455642,False,NaN,NaN,NaN,NaN,44,2
-18,500000,-75.540726,512,False,5650,0.00010015,7013,0.91175283,False,NaN,NaN,NaN,NaN,44,0
-18,500000,-110.056305,512,False,5650,0.00010015,7013,0.91175283,False,NaN,NaN,NaN,NaN,44,1
-18,500000,-68.357796,512,False,5650,0.00010015,7013,0.91175283,False,NaN,NaN,NaN,NaN,44,2
-19,500000,-206.53761,512,True,304683,0.00010388,1271,1.51878729,False,0.55999413,0.56561587,0.0,NaN,44,0
-19,500000,-331.79303,512,True,304683,0.00010388,1271,1.51878729,False,0.55999413,0.56561587,0.0,NaN,44,1
-19,500000,-113.38585,512,True,304683,0.00010388,1271,1.51878729,False,0.55999413,0.56561587,0.0,NaN,44,2
-20,500000,-107.05371,512,True,9238,0.00076494,375,0.15272778,False,0.21819672,0.07182826,0.0,NaN,44,0
-20,500000,-102.26657,512,True,9238,0.00076494,375,0.15272778,False,0.21819672,0.07182826,0.0,NaN,44,1
-20,500000,-43.576775,512,True,9238,0.00076494,375,0.15272778,False,0.21819672,0.07182826,0.0,NaN,44,2
-21,500000,150.73624,256,True,50528,2.164e-05,932,0.12653294,False,0.85268964,0.34401145,1.16e-06,NaN,44,0
-21,500000,239.5911,256,True,50528,2.164e-05,932,0.12653294,False,0.85268964,0.34401145,1.16e-06,NaN,44,1
-21,500000,136.49118,256,True,50528,2.164e-05,932,0.12653294,False,0.85268964,0.34401145,1.16e-06,NaN,44,2
-22,500000,231.2905,512,False,369946,8.193e-05,1714,2.02538913,False,NaN,NaN,NaN,NaN,44,0
-22,500000,223.00781,512,False,369946,8.193e-05,1714,2.02538913,False,NaN,NaN,NaN,NaN,44,1
-22,500000,213.56131,512,False,369946,8.193e-05,1714,2.02538913,False,NaN,NaN,NaN,NaN,44,2
+15,500000,-233.12547,512,False,209784,8.148e-05,8022,2.01036734,False,,,,,44,0
+15,500000,-215.75345,512,False,209784,8.148e-05,8022,2.01036734,False,,,,,44,1
+15,500000,-156.83205,512,False,209784,8.148e-05,8022,2.01036734,False,,,,,44,2
+16,500000,-110.347336,256,True,161781,7.94e-06,6911,6.85470611,False,0.97565058,0.08137639,6.069e-05,,44,0
+16,500000,-27.561028,256,True,161781,7.94e-06,6911,6.85470611,False,0.97565058,0.08137639,6.069e-05,,44,1
+16,500000,-102.02626,256,True,161781,7.94e-06,6911,6.85470611,False,0.97565058,0.08137639,6.069e-05,,44,2
+17,500000,-157.63008,256,False,168323,0.00020407,2184,0.85455642,False,,,,,44,0
+17,500000,-617.5141,256,False,168323,0.00020407,2184,0.85455642,False,,,,,44,1
+17,500000,-135.6817,256,False,168323,0.00020407,2184,0.85455642,False,,,,,44,2
+18,500000,-75.540726,512,False,5650,0.00010015,7013,0.91175283,False,,,,,44,0
+18,500000,-110.056305,512,False,5650,0.00010015,7013,0.91175283,False,,,,,44,1
+18,500000,-68.357796,512,False,5650,0.00010015,7013,0.91175283,False,,,,,44,2
+19,500000,-206.53761,512,True,304683,0.00010388,1271,1.51878729,False,0.55999413,0.56561587,0.0,,44,0
+19,500000,-331.79303,512,True,304683,0.00010388,1271,1.51878729,False,0.55999413,0.56561587,0.0,,44,1
+19,500000,-113.38585,512,True,304683,0.00010388,1271,1.51878729,False,0.55999413,0.56561587,0.0,,44,2
+20,500000,-107.05371,512,True,9238,0.00076494,375,0.15272778,False,0.21819672,0.07182826,0.0,,44,0
+20,500000,-102.26657,512,True,9238,0.00076494,375,0.15272778,False,0.21819672,0.07182826,0.0,,44,1
+20,500000,-43.576775,512,True,9238,0.00076494,375,0.15272778,False,0.21819672,0.07182826,0.0,,44,2
+21,500000,150.73624,256,True,50528,2.164e-05,932,0.12653294,False,0.85268964,0.34401145,1.16e-06,,44,0
+21,500000,239.5911,256,True,50528,2.164e-05,932,0.12653294,False,0.85268964,0.34401145,1.16e-06,,44,1
+21,500000,136.49118,256,True,50528,2.164e-05,932,0.12653294,False,0.85268964,0.34401145,1.16e-06,,44,2
+22,500000,231.2905,512,False,369946,8.193e-05,1714,2.02538913,False,,,,,44,0
+22,500000,223.00781,512,False,369946,8.193e-05,1714,2.02538913,False,,,,,44,1
+22,500000,213.56131,512,False,369946,8.193e-05,1714,2.02538913,False,,,,,44,2
 23,500000,-688.35925,128,True,92535,0.01203202,7418,3.75767058,True,0.76986825,0.55093379,6.4e-07,0.08807126,44,0
 23,500000,-588.12634,128,True,92535,0.01203202,7418,3.75767058,True,0.76986825,0.55093379,6.4e-07,0.08807126,44,1
 23,500000,-1004.36957,128,True,92535,0.01203202,7418,3.75767058,True,0.76986825,0.55093379,6.4e-07,0.08807126,44,2
-24,500000,-155.95047,512,False,276244,0.01744614,5344,6.23331905,False,NaN,NaN,NaN,NaN,44,0
-24,500000,-609.3364,512,False,276244,0.01744614,5344,6.23331905,False,NaN,NaN,NaN,NaN,44,1
-24,500000,-158.7795,512,False,276244,0.01744614,5344,6.23331905,False,NaN,NaN,NaN,NaN,44,2
-25,500000,-616.46783,512,False,313558,0.01311845,3700,1.24126735,False,NaN,NaN,NaN,NaN,44,0
-25,500000,-266.29605,512,False,313558,0.01311845,3700,1.24126735,False,NaN,NaN,NaN,NaN,44,1
-25,500000,-188.67987,512,False,313558,0.01311845,3700,1.24126735,False,NaN,NaN,NaN,NaN,44,2
-26,500000,-171.00038,128,False,81274,4.89e-06,1540,2.01202763,False,NaN,NaN,NaN,NaN,44,0
-26,500000,-179.61665,128,False,81274,4.89e-06,1540,2.01202763,False,NaN,NaN,NaN,NaN,44,1
-26,500000,-204.41881,128,False,81274,4.89e-06,1540,2.01202763,False,NaN,NaN,NaN,NaN,44,2
-27,500000,-146.65677,128,True,354308,3.83e-06,3945,0.14020374,False,0.06840276,0.06964152,6.8e-07,NaN,44,0
-27,500000,-150.50597,128,True,354308,3.83e-06,3945,0.14020374,False,0.06840276,0.06964152,6.8e-07,NaN,44,1
-27,500000,-190.27823,128,True,354308,3.83e-06,3945,0.14020374,False,0.06840276,0.06964152,6.8e-07,NaN,44,2
+24,500000,-155.95047,512,False,276244,0.01744614,5344,6.23331905,False,,,,,44,0
+24,500000,-609.3364,512,False,276244,0.01744614,5344,6.23331905,False,,,,,44,1
+24,500000,-158.7795,512,False,276244,0.01744614,5344,6.23331905,False,,,,,44,2
+25,500000,-616.46783,512,False,313558,0.01311845,3700,1.24126735,False,,,,,44,0
+25,500000,-266.29605,512,False,313558,0.01311845,3700,1.24126735,False,,,,,44,1
+25,500000,-188.67987,512,False,313558,0.01311845,3700,1.24126735,False,,,,,44,2
+26,500000,-171.00038,128,False,81274,4.89e-06,1540,2.01202763,False,,,,,44,0
+26,500000,-179.61665,128,False,81274,4.89e-06,1540,2.01202763,False,,,,,44,1
+26,500000,-204.41881,128,False,81274,4.89e-06,1540,2.01202763,False,,,,,44,2
+27,500000,-146.65677,128,True,354308,3.83e-06,3945,0.14020374,False,0.06840276,0.06964152,6.8e-07,,44,0
+27,500000,-150.50597,128,True,354308,3.83e-06,3945,0.14020374,False,0.06840276,0.06964152,6.8e-07,,44,1
+27,500000,-190.27823,128,True,354308,3.83e-06,3945,0.14020374,False,0.06840276,0.06964152,6.8e-07,,44,2
 28,500000,-148.80429,128,True,14447,0.00443466,8000,2.81406557,True,0.72563527,0.16784127,6e-08,0.55241626,44,0
 28,500000,-226.00851,128,True,14447,0.00443466,8000,2.81406557,True,0.72563527,0.16784127,6e-08,0.55241626,44,1
 28,500000,-244.11426,128,True,14447,0.00443466,8000,2.81406557,True,0.72563527,0.16784127,6e-08,0.55241626,44,2
-29,500000,-41.14464,512,False,485059,2.428e-05,7239,1.2721594,False,NaN,NaN,NaN,NaN,44,0
-29,500000,78.28736,512,False,485059,2.428e-05,7239,1.2721594,False,NaN,NaN,NaN,NaN,44,1
-29,500000,113.754684,512,False,485059,2.428e-05,7239,1.2721594,False,NaN,NaN,NaN,NaN,44,2
-30,500000,152.19228,128,False,429415,0.0002912,7599,3.19551134,False,NaN,NaN,NaN,NaN,44,0
-30,500000,163.08421,128,False,429415,0.0002912,7599,3.19551134,False,NaN,NaN,NaN,NaN,44,1
-30,500000,220.1104,128,False,429415,0.0002912,7599,3.19551134,False,NaN,NaN,NaN,NaN,44,2
-31,500000,-112.960556,512,False,101910,2.738e-05,413,9.67127635,True,NaN,NaN,NaN,0.26831899,44,0
-31,500000,-54.836014,512,False,101910,2.738e-05,413,9.67127635,True,NaN,NaN,NaN,0.26831899,44,1
-31,500000,-94.75191,512,False,101910,2.738e-05,413,9.67127635,True,NaN,NaN,NaN,0.26831899,44,2
+29,500000,-41.14464,512,False,485059,2.428e-05,7239,1.2721594,False,,,,,44,0
+29,500000,78.28736,512,False,485059,2.428e-05,7239,1.2721594,False,,,,,44,1
+29,500000,113.754684,512,False,485059,2.428e-05,7239,1.2721594,False,,,,,44,2
+30,500000,152.19228,128,False,429415,0.0002912,7599,3.19551134,False,,,,,44,0
+30,500000,163.08421,128,False,429415,0.0002912,7599,3.19551134,False,,,,,44,1
+30,500000,220.1104,128,False,429415,0.0002912,7599,3.19551134,False,,,,,44,2
+31,500000,-112.960556,512,False,101910,2.738e-05,413,9.67127635,True,,,,0.26831899,44,0
+31,500000,-54.836014,512,False,101910,2.738e-05,413,9.67127635,True,,,,0.26831899,44,1
+31,500000,-94.75191,512,False,101910,2.738e-05,413,9.67127635,True,,,,0.26831899,44,2
 0,500000,-273.6256,128,True,148418,1.4e-06,706,0.14233949,True,0.1482954,0.42688498,2.352e-05,0.1619238,43,0
 0,500000,-155.56218,128,True,148418,1.4e-06,706,0.14233949,True,0.1482954,0.42688498,2.352e-05,0.1619238,43,1
 0,500000,-205.42055,128,True,148418,1.4e-06,706,0.14233949,True,0.1482954,0.42688498,2.352e-05,0.1619238,43,2
-1,500000,-590.04926,256,False,495486,0.00431459,6643,0.38077248,True,NaN,NaN,NaN,0.30268432,43,0
-1,500000,-287.74792,256,False,495486,0.00431459,6643,0.38077248,True,NaN,NaN,NaN,0.30268432,43,1
-1,500000,-491.13617,256,False,495486,0.00431459,6643,0.38077248,True,NaN,NaN,NaN,0.30268432,43,2
-2,500000,273.79007,128,True,152363,0.00251425,3852,1.70537841,False,0.64792679,0.3411441,0.0,NaN,43,0
-2,500000,275.9521,128,True,152363,0.00251425,3852,1.70537841,False,0.64792679,0.3411441,0.0,NaN,43,1
-2,500000,279.9029,128,True,152363,0.00251425,3852,1.70537841,False,0.64792679,0.3411441,0.0,NaN,43,2
-3,500000,-1018.2995,128,False,291250,0.02567811,3700,2.22775025,False,NaN,NaN,NaN,NaN,43,0
-3,500000,-993.8816,128,False,291250,0.02567811,3700,2.22775025,False,NaN,NaN,NaN,NaN,43,1
-3,500000,-552.0345,128,False,291250,0.02567811,3700,2.22775025,False,NaN,NaN,NaN,NaN,43,2
+1,500000,-590.04926,256,False,495486,0.00431459,6643,0.38077248,True,,,,0.30268432,43,0
+1,500000,-287.74792,256,False,495486,0.00431459,6643,0.38077248,True,,,,0.30268432,43,1
+1,500000,-491.13617,256,False,495486,0.00431459,6643,0.38077248,True,,,,0.30268432,43,2
+2,500000,273.79007,128,True,152363,0.00251425,3852,1.70537841,False,0.64792679,0.3411441,0.0,,43,0
+2,500000,275.9521,128,True,152363,0.00251425,3852,1.70537841,False,0.64792679,0.3411441,0.0,,43,1
+2,500000,279.9029,128,True,152363,0.00251425,3852,1.70537841,False,0.64792679,0.3411441,0.0,,43,2
+3,500000,-1018.2995,128,False,291250,0.02567811,3700,2.22775025,False,,,,,43,0
+3,500000,-993.8816,128,False,291250,0.02567811,3700,2.22775025,False,,,,,43,1
+3,500000,-552.0345,128,False,291250,0.02567811,3700,2.22775025,False,,,,,43,2
 4,500000,-226.22466,128,True,496168,0.01357976,5382,0.97137179,True,0.54154947,0.53937888,0.0,0.03510463,43,0
 4,500000,-242.54488,128,True,496168,0.01357976,5382,0.97137179,True,0.54154947,0.53937888,0.0,0.03510463,43,1
 4,500000,-246.92769,128,True,496168,0.01357976,5382,0.97137179,True,0.54154947,0.53937888,0.0,0.03510463,43,2
@@ -308,12 +308,12 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 6,500000,258.69708,256,True,390185,2.012e-05,2530,0.6733022,True,0.35739041,0.98373932,9.72e-06,0.72516177,43,0
 6,500000,256.22238,256,True,390185,2.012e-05,2530,0.6733022,True,0.35739041,0.98373932,9.72e-06,0.72516177,43,1
 6,500000,232.3267,256,True,390185,2.012e-05,2530,0.6733022,True,0.35739041,0.98373932,9.72e-06,0.72516177,43,2
-7,500000,276.37476,256,False,9806,0.00594464,5771,0.94950231,False,NaN,NaN,NaN,NaN,43,0
-7,500000,227.75772,256,False,9806,0.00594464,5771,0.94950231,False,NaN,NaN,NaN,NaN,43,1
-7,500000,239.43497,256,False,9806,0.00594464,5771,0.94950231,False,NaN,NaN,NaN,NaN,43,2
-8,500000,-1011.36456,256,False,152601,0.00065953,2282,0.40146431,True,NaN,NaN,NaN,0.92527542,43,0
-8,500000,-448.82794,256,False,152601,0.00065953,2282,0.40146431,True,NaN,NaN,NaN,0.92527542,43,1
-8,500000,-581.00195,256,False,152601,0.00065953,2282,0.40146431,True,NaN,NaN,NaN,0.92527542,43,2
+7,500000,276.37476,256,False,9806,0.00594464,5771,0.94950231,False,,,,,43,0
+7,500000,227.75772,256,False,9806,0.00594464,5771,0.94950231,False,,,,,43,1
+7,500000,239.43497,256,False,9806,0.00594464,5771,0.94950231,False,,,,,43,2
+8,500000,-1011.36456,256,False,152601,0.00065953,2282,0.40146431,True,,,,0.92527542,43,0
+8,500000,-448.82794,256,False,152601,0.00065953,2282,0.40146431,True,,,,0.92527542,43,1
+8,500000,-581.00195,256,False,152601,0.00065953,2282,0.40146431,True,,,,0.92527542,43,2
 9,500000,-191.22757,256,True,2885,7.11e-06,7882,4.09485459,True,0.82248745,0.47983385,2.1e-07,0.25065257,43,0
 9,500000,-198.61397,256,True,2885,7.11e-06,7882,4.09485459,True,0.82248745,0.47983385,2.1e-07,0.25065257,43,1
 9,500000,-175.68411,256,True,2885,7.11e-06,7882,4.09485459,True,0.82248745,0.47983385,2.1e-07,0.25065257,43,2
@@ -323,12 +323,12 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 11,500000,-200.01862,128,True,362117,1.67e-06,5159,0.17752156,True,0.32839652,0.01934543,1.6e-07,0.99646355,43,0
 11,500000,-193.93044,128,True,362117,1.67e-06,5159,0.17752156,True,0.32839652,0.01934543,1.6e-07,0.99646355,43,1
 11,500000,-162.79657,128,True,362117,1.67e-06,5159,0.17752156,True,0.32839652,0.01934543,1.6e-07,0.99646355,43,2
-12,500000,-142.44733,128,True,342168,0.00073957,6018,8.24296886,False,0.92699683,0.63544751,3e-08,NaN,43,0
-12,500000,-90.347534,128,True,342168,0.00073957,6018,8.24296886,False,0.92699683,0.63544751,3e-08,NaN,43,1
-12,500000,-210.47314,128,True,342168,0.00073957,6018,8.24296886,False,0.92699683,0.63544751,3e-08,NaN,43,2
-13,500000,-55.25614,128,False,68346,4.118e-05,3460,1.1893063,False,NaN,NaN,NaN,NaN,43,0
-13,500000,-98.79904,128,False,68346,4.118e-05,3460,1.1893063,False,NaN,NaN,NaN,NaN,43,1
-13,500000,-125.16022,128,False,68346,4.118e-05,3460,1.1893063,False,NaN,NaN,NaN,NaN,43,2
+12,500000,-142.44733,128,True,342168,0.00073957,6018,8.24296886,False,0.92699683,0.63544751,3e-08,,43,0
+12,500000,-90.347534,128,True,342168,0.00073957,6018,8.24296886,False,0.92699683,0.63544751,3e-08,,43,1
+12,500000,-210.47314,128,True,342168,0.00073957,6018,8.24296886,False,0.92699683,0.63544751,3e-08,,43,2
+13,500000,-55.25614,128,False,68346,4.118e-05,3460,1.1893063,False,,,,,43,0
+13,500000,-98.79904,128,False,68346,4.118e-05,3460,1.1893063,False,,,,,43,1
+13,500000,-125.16022,128,False,68346,4.118e-05,3460,1.1893063,False,,,,,43,2
 14,500000,-1025.8904,256,True,41619,0.03394737,6677,3.76276139,True,0.68663557,0.92288497,2.4e-07,0.66218702,43,0
 14,500000,-540.4716,256,True,41619,0.03394737,6677,3.76276139,True,0.68663557,0.92288497,2.4e-07,0.66218702,43,1
 14,500000,-575.125,256,True,41619,0.03394737,6677,3.76276139,True,0.68663557,0.92288497,2.4e-07,0.66218702,43,2
@@ -341,9 +341,9 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 17,500000,279.0656,256,True,424271,0.00764749,4808,6.57307538,True,0.113088,0.1467661,4.1e-07,0.31946243,43,0
 17,500000,275.56113,256,True,424271,0.00764749,4808,6.57307538,True,0.113088,0.1467661,4.1e-07,0.31946243,43,1
 17,500000,282.14,256,True,424271,0.00764749,4808,6.57307538,True,0.113088,0.1467661,4.1e-07,0.31946243,43,2
-18,500000,-409.06207,256,False,473554,2.82e-06,7593,0.72257409,False,NaN,NaN,NaN,NaN,43,0
-18,500000,-162.20714,256,False,473554,2.82e-06,7593,0.72257409,False,NaN,NaN,NaN,NaN,43,1
-18,500000,-523.677,256,False,473554,2.82e-06,7593,0.72257409,False,NaN,NaN,NaN,NaN,43,2
+18,500000,-409.06207,256,False,473554,2.82e-06,7593,0.72257409,False,,,,,43,0
+18,500000,-162.20714,256,False,473554,2.82e-06,7593,0.72257409,False,,,,,43,1
+18,500000,-523.677,256,False,473554,2.82e-06,7593,0.72257409,False,,,,,43,2
 19,500000,-33.845375,128,True,428978,9.45e-06,1331,0.29310305,True,0.759694,0.80674091,0.0,0.28307547,43,0
 19,500000,90.68311,128,True,428978,9.45e-06,1331,0.29310305,True,0.759694,0.80674091,0.0,0.28307547,43,1
 19,500000,-80.143074,128,True,428978,9.45e-06,1331,0.29310305,True,0.759694,0.80674091,0.0,0.28307547,43,2
@@ -353,129 +353,129 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 21,500000,61.532272,128,True,65881,0.02518427,2203,4.89440411,True,0.67948762,0.51544793,0.0,0.51421303,43,0
 21,500000,206.69049,128,True,65881,0.02518427,2203,4.89440411,True,0.67948762,0.51544793,0.0,0.51421303,43,1
 21,500000,179.68405,128,True,65881,0.02518427,2203,4.89440411,True,0.67948762,0.51544793,0.0,0.51421303,43,2
-22,500000,-192.94266,128,False,362133,1.057e-05,2050,1.2597354,True,NaN,NaN,NaN,0.04974984,43,0
-22,500000,-212.5976,128,False,362133,1.057e-05,2050,1.2597354,True,NaN,NaN,NaN,0.04974984,43,1
-22,500000,-150.36919,128,False,362133,1.057e-05,2050,1.2597354,True,NaN,NaN,NaN,0.04974984,43,2
+22,500000,-192.94266,128,False,362133,1.057e-05,2050,1.2597354,True,,,,0.04974984,43,0
+22,500000,-212.5976,128,False,362133,1.057e-05,2050,1.2597354,True,,,,0.04974984,43,1
+22,500000,-150.36919,128,False,362133,1.057e-05,2050,1.2597354,True,,,,0.04974984,43,2
 23,500000,-146.50673,512,True,207872,1.899e-05,8185,0.39676893,True,0.58801501,0.38403787,2.4e-06,0.78422168,43,0
 23,500000,-235.17769,512,True,207872,1.899e-05,8185,0.39676893,True,0.58801501,0.38403787,2.4e-06,0.78422168,43,1
 23,500000,-456.78577,512,True,207872,1.899e-05,8185,0.39676893,True,0.58801501,0.38403787,2.4e-06,0.78422168,43,2
-24,500000,-550.99176,128,True,270173,2.582e-05,1064,2.88733452,False,0.06979381,0.74276556,5.5e-07,NaN,43,0
-24,500000,-153.39618,128,True,270173,2.582e-05,1064,2.88733452,False,0.06979381,0.74276556,5.5e-07,NaN,43,1
-24,500000,-209.09584,128,True,270173,2.582e-05,1064,2.88733452,False,0.06979381,0.74276556,5.5e-07,NaN,43,2
+24,500000,-550.99176,128,True,270173,2.582e-05,1064,2.88733452,False,0.06979381,0.74276556,5.5e-07,,43,0
+24,500000,-153.39618,128,True,270173,2.582e-05,1064,2.88733452,False,0.06979381,0.74276556,5.5e-07,,43,1
+24,500000,-209.09584,128,True,270173,2.582e-05,1064,2.88733452,False,0.06979381,0.74276556,5.5e-07,,43,2
 25,500000,275.97028,512,True,429296,0.00047687,5414,2.04825855,True,0.43529104,0.99469283,1.6e-07,0.82372391,43,0
 25,500000,-31.06921,512,True,429296,0.00047687,5414,2.04825855,True,0.43529104,0.99469283,1.6e-07,0.82372391,43,1
 25,500000,275.56924,512,True,429296,0.00047687,5414,2.04825855,True,0.43529104,0.99469283,1.6e-07,0.82372391,43,2
 26,500000,211.34225,128,True,205199,0.00214669,4764,0.40094965,True,0.86757953,0.94911882,3.7e-07,0.68731732,43,0
 26,500000,-115.1409,128,True,205199,0.00214669,4764,0.40094965,True,0.86757953,0.94911882,3.7e-07,0.68731732,43,1
 26,500000,-122.77142,128,True,205199,0.00214669,4764,0.40094965,True,0.86757953,0.94911882,3.7e-07,0.68731732,43,2
-27,500000,-233.03003,256,False,468199,0.01919234,3701,8.36645378,False,NaN,NaN,NaN,NaN,43,0
-27,500000,-582.93823,256,False,468199,0.01919234,3701,8.36645378,False,NaN,NaN,NaN,NaN,43,1
-27,500000,-1111.6328,256,False,468199,0.01919234,3701,8.36645378,False,NaN,NaN,NaN,NaN,43,2
-28,500000,-78.789795,256,False,321291,0.00496293,2031,0.42328704,False,NaN,NaN,NaN,NaN,43,0
-28,500000,-198.93747,256,False,321291,0.00496293,2031,0.42328704,False,NaN,NaN,NaN,NaN,43,1
-28,500000,-215.86081,256,False,321291,0.00496293,2031,0.42328704,False,NaN,NaN,NaN,NaN,43,2
+27,500000,-233.03003,256,False,468199,0.01919234,3701,8.36645378,False,,,,,43,0
+27,500000,-582.93823,256,False,468199,0.01919234,3701,8.36645378,False,,,,,43,1
+27,500000,-1111.6328,256,False,468199,0.01919234,3701,8.36645378,False,,,,,43,2
+28,500000,-78.789795,256,False,321291,0.00496293,2031,0.42328704,False,,,,,43,0
+28,500000,-198.93747,256,False,321291,0.00496293,2031,0.42328704,False,,,,,43,1
+28,500000,-215.86081,256,False,321291,0.00496293,2031,0.42328704,False,,,,,43,2
 29,500000,-228.5964,256,True,369918,4.11e-06,1236,3.82731392,True,0.08556868,0.43441438,5.38e-06,0.98681644,43,0
 29,500000,-182.4836,256,True,369918,4.11e-06,1236,3.82731392,True,0.08556868,0.43441438,5.38e-06,0.98681644,43,1
 29,500000,-182.81271,256,True,369918,4.11e-06,1236,3.82731392,True,0.08556868,0.43441438,5.38e-06,0.98681644,43,2
-30,500000,81.206085,512,True,11256,5.51e-06,2198,0.24097997,False,0.70031347,0.2111494,3.425e-05,NaN,43,0
-30,500000,233.9961,512,True,11256,5.51e-06,2198,0.24097997,False,0.70031347,0.2111494,3.425e-05,NaN,43,1
-30,500000,87.198654,512,True,11256,5.51e-06,2198,0.24097997,False,0.70031347,0.2111494,3.425e-05,NaN,43,2
-31,500000,-626.9702,128,True,129956,0.03149576,6202,0.15390523,False,0.70843685,0.66688717,1e-08,NaN,43,0
-31,500000,-277.96124,128,True,129956,0.03149576,6202,0.15390523,False,0.70843685,0.66688717,1e-08,NaN,43,1
-31,500000,-674.74036,128,True,129956,0.03149576,6202,0.15390523,False,0.70843685,0.66688717,1e-08,NaN,43,2
-0,500000,-306.62564,256,False,445851,9.339e-05,3734,1.80109316,False,NaN,NaN,NaN,NaN,46,0
-0,500000,-257.57895,256,False,445851,9.339e-05,3734,1.80109316,False,NaN,NaN,NaN,NaN,46,1
-0,500000,-1192.5632,256,False,445851,9.339e-05,3734,1.80109316,False,NaN,NaN,NaN,NaN,46,2
+30,500000,81.206085,512,True,11256,5.51e-06,2198,0.24097997,False,0.70031347,0.2111494,3.425e-05,,43,0
+30,500000,233.9961,512,True,11256,5.51e-06,2198,0.24097997,False,0.70031347,0.2111494,3.425e-05,,43,1
+30,500000,87.198654,512,True,11256,5.51e-06,2198,0.24097997,False,0.70031347,0.2111494,3.425e-05,,43,2
+31,500000,-626.9702,128,True,129956,0.03149576,6202,0.15390523,False,0.70843685,0.66688717,1e-08,,43,0
+31,500000,-277.96124,128,True,129956,0.03149576,6202,0.15390523,False,0.70843685,0.66688717,1e-08,,43,1
+31,500000,-674.74036,128,True,129956,0.03149576,6202,0.15390523,False,0.70843685,0.66688717,1e-08,,43,2
+0,500000,-306.62564,256,False,445851,9.339e-05,3734,1.80109316,False,,,,,46,0
+0,500000,-257.57895,256,False,445851,9.339e-05,3734,1.80109316,False,,,,,46,1
+0,500000,-1192.5632,256,False,445851,9.339e-05,3734,1.80109316,False,,,,,46,2
 1,500000,-691.73425,256,True,168750,1.244e-05,860,0.70729488,True,0.30484647,0.08003056,2e-08,0.88838922,46,0
 1,500000,-369.75348,256,True,168750,1.244e-05,860,0.70729488,True,0.30484647,0.08003056,2e-08,0.88838922,46,1
 1,500000,-600.3386,256,True,168750,1.244e-05,860,0.70729488,True,0.30484647,0.08003056,2e-08,0.88838922,46,2
-2,500000,-554.49927,128,True,256075,1.824e-05,6188,0.93940426,False,0.30126429,0.44549099,0.0,NaN,46,0
-2,500000,-532.45154,128,True,256075,1.824e-05,6188,0.93940426,False,0.30126429,0.44549099,0.0,NaN,46,1
-2,500000,-525.93744,128,True,256075,1.824e-05,6188,0.93940426,False,0.30126429,0.44549099,0.0,NaN,46,2
-3,500000,-242.5202,512,True,182418,0.09840018,6804,0.10028579,False,0.52254735,0.5537306,8.5e-07,NaN,46,0
-3,500000,-182.9052,512,True,182418,0.09840018,6804,0.10028579,False,0.52254735,0.5537306,8.5e-07,NaN,46,1
-3,500000,-189.08896,512,True,182418,0.09840018,6804,0.10028579,False,0.52254735,0.5537306,8.5e-07,NaN,46,2
-4,500000,-208.50058,512,False,189008,0.00504621,6145,0.97540381,False,NaN,NaN,NaN,NaN,46,0
-4,500000,-67.28479,512,False,189008,0.00504621,6145,0.97540381,False,NaN,NaN,NaN,NaN,46,1
-4,500000,-185.19257,512,False,189008,0.00504621,6145,0.97540381,False,NaN,NaN,NaN,NaN,46,2
-5,500000,-101.30255,512,True,433840,0.00045147,7151,0.91968777,False,0.39286242,0.22941945,1.6e-07,NaN,46,0
-5,500000,-153.54092,512,True,433840,0.00045147,7151,0.91968777,False,0.39286242,0.22941945,1.6e-07,NaN,46,1
-5,500000,-107.71796,512,True,433840,0.00045147,7151,0.91968777,False,0.39286242,0.22941945,1.6e-07,NaN,46,2
-6,500000,-270.4049,128,False,193764,2.28e-06,7226,0.58321311,False,NaN,NaN,NaN,NaN,46,0
-6,500000,-171.33029,128,False,193764,2.28e-06,7226,0.58321311,False,NaN,NaN,NaN,NaN,46,1
-6,500000,-282.93396,128,False,193764,2.28e-06,7226,0.58321311,False,NaN,NaN,NaN,NaN,46,2
-7,500000,-102.54826,128,False,345262,4.421e-05,5118,0.24502521,True,NaN,NaN,NaN,0.1852988,46,0
-7,500000,-57.392693,128,False,345262,4.421e-05,5118,0.24502521,True,NaN,NaN,NaN,0.1852988,46,1
-7,500000,-60.307938,128,False,345262,4.421e-05,5118,0.24502521,True,NaN,NaN,NaN,0.1852988,46,2
+2,500000,-554.49927,128,True,256075,1.824e-05,6188,0.93940426,False,0.30126429,0.44549099,0.0,,46,0
+2,500000,-532.45154,128,True,256075,1.824e-05,6188,0.93940426,False,0.30126429,0.44549099,0.0,,46,1
+2,500000,-525.93744,128,True,256075,1.824e-05,6188,0.93940426,False,0.30126429,0.44549099,0.0,,46,2
+3,500000,-242.5202,512,True,182418,0.09840018,6804,0.10028579,False,0.52254735,0.5537306,8.5e-07,,46,0
+3,500000,-182.9052,512,True,182418,0.09840018,6804,0.10028579,False,0.52254735,0.5537306,8.5e-07,,46,1
+3,500000,-189.08896,512,True,182418,0.09840018,6804,0.10028579,False,0.52254735,0.5537306,8.5e-07,,46,2
+4,500000,-208.50058,512,False,189008,0.00504621,6145,0.97540381,False,,,,,46,0
+4,500000,-67.28479,512,False,189008,0.00504621,6145,0.97540381,False,,,,,46,1
+4,500000,-185.19257,512,False,189008,0.00504621,6145,0.97540381,False,,,,,46,2
+5,500000,-101.30255,512,True,433840,0.00045147,7151,0.91968777,False,0.39286242,0.22941945,1.6e-07,,46,0
+5,500000,-153.54092,512,True,433840,0.00045147,7151,0.91968777,False,0.39286242,0.22941945,1.6e-07,,46,1
+5,500000,-107.71796,512,True,433840,0.00045147,7151,0.91968777,False,0.39286242,0.22941945,1.6e-07,,46,2
+6,500000,-270.4049,128,False,193764,2.28e-06,7226,0.58321311,False,,,,,46,0
+6,500000,-171.33029,128,False,193764,2.28e-06,7226,0.58321311,False,,,,,46,1
+6,500000,-282.93396,128,False,193764,2.28e-06,7226,0.58321311,False,,,,,46,2
+7,500000,-102.54826,128,False,345262,4.421e-05,5118,0.24502521,True,,,,0.1852988,46,0
+7,500000,-57.392693,128,False,345262,4.421e-05,5118,0.24502521,True,,,,0.1852988,46,1
+7,500000,-60.307938,128,False,345262,4.421e-05,5118,0.24502521,True,,,,0.1852988,46,2
 8,500000,-36.57555,128,True,346524,3.741e-05,7390,1.64828469,True,0.51661151,0.79950401,0.0,0.10737935,46,0
 8,500000,167.55327,128,True,346524,3.741e-05,7390,1.64828469,True,0.51661151,0.79950401,0.0,0.10737935,46,1
 8,500000,-24.2015,128,True,346524,3.741e-05,7390,1.64828469,True,0.51661151,0.79950401,0.0,0.10737935,46,2
-9,500000,-240.73741,256,False,200949,0.06450819,2337,0.77234451,False,NaN,NaN,NaN,NaN,46,0
-9,500000,-153.3962,256,False,200949,0.06450819,2337,0.77234451,False,NaN,NaN,NaN,NaN,46,1
-9,500000,113.83201,256,False,200949,0.06450819,2337,0.77234451,False,NaN,NaN,NaN,NaN,46,2
-10,500000,108.973145,128,False,407302,7.69e-06,5955,0.48064018,False,NaN,NaN,NaN,NaN,46,0
-10,500000,-15.488857,128,False,407302,7.69e-06,5955,0.48064018,False,NaN,NaN,NaN,NaN,46,1
-10,500000,45.071754,128,False,407302,7.69e-06,5955,0.48064018,False,NaN,NaN,NaN,NaN,46,2
-11,500000,-594.13043,256,False,307632,1.151e-05,493,3.7349135,True,NaN,NaN,NaN,0.47141679,46,0
-11,500000,-273.78616,256,False,307632,1.151e-05,493,3.7349135,True,NaN,NaN,NaN,0.47141679,46,1
-11,500000,-793.72833,256,False,307632,1.151e-05,493,3.7349135,True,NaN,NaN,NaN,0.47141679,46,2
-12,500000,185.70078,256,False,346485,0.00039254,2367,3.53478645,False,NaN,NaN,NaN,NaN,46,0
-12,500000,146.51761,256,False,346485,0.00039254,2367,3.53478645,False,NaN,NaN,NaN,NaN,46,1
-12,500000,93.04167,256,False,346485,0.00039254,2367,3.53478645,False,NaN,NaN,NaN,NaN,46,2
-13,500000,-47.21048,256,False,426913,0.00168587,599,0.31168729,False,NaN,NaN,NaN,NaN,46,0
-13,500000,-38.821968,256,False,426913,0.00168587,599,0.31168729,False,NaN,NaN,NaN,NaN,46,1
-13,500000,21.88295,256,False,426913,0.00168587,599,0.31168729,False,NaN,NaN,NaN,NaN,46,2
-14,500000,-60.084,512,False,65118,0.00136612,1275,8.63120156,False,NaN,NaN,NaN,NaN,46,0
-14,500000,250.23721,512,False,65118,0.00136612,1275,8.63120156,False,NaN,NaN,NaN,NaN,46,1
-14,500000,268.68945,512,False,65118,0.00136612,1275,8.63120156,False,NaN,NaN,NaN,NaN,46,2
-15,500000,255.52121,256,False,459905,3.09e-06,4074,5.59333371,False,NaN,NaN,NaN,NaN,46,0
-15,500000,237.9694,256,False,459905,3.09e-06,4074,5.59333371,False,NaN,NaN,NaN,NaN,46,1
-15,500000,254.50385,256,False,459905,3.09e-06,4074,5.59333371,False,NaN,NaN,NaN,NaN,46,2
-16,500000,-103.21176,128,False,305934,0.01148663,7562,3.56187625,True,NaN,NaN,NaN,0.19264215,46,0
-16,500000,39.50089,128,False,305934,0.01148663,7562,3.56187625,True,NaN,NaN,NaN,0.19264215,46,1
-16,500000,256.9281,128,False,305934,0.01148663,7562,3.56187625,True,NaN,NaN,NaN,0.19264215,46,2
+9,500000,-240.73741,256,False,200949,0.06450819,2337,0.77234451,False,,,,,46,0
+9,500000,-153.3962,256,False,200949,0.06450819,2337,0.77234451,False,,,,,46,1
+9,500000,113.83201,256,False,200949,0.06450819,2337,0.77234451,False,,,,,46,2
+10,500000,108.973145,128,False,407302,7.69e-06,5955,0.48064018,False,,,,,46,0
+10,500000,-15.488857,128,False,407302,7.69e-06,5955,0.48064018,False,,,,,46,1
+10,500000,45.071754,128,False,407302,7.69e-06,5955,0.48064018,False,,,,,46,2
+11,500000,-594.13043,256,False,307632,1.151e-05,493,3.7349135,True,,,,0.47141679,46,0
+11,500000,-273.78616,256,False,307632,1.151e-05,493,3.7349135,True,,,,0.47141679,46,1
+11,500000,-793.72833,256,False,307632,1.151e-05,493,3.7349135,True,,,,0.47141679,46,2
+12,500000,185.70078,256,False,346485,0.00039254,2367,3.53478645,False,,,,,46,0
+12,500000,146.51761,256,False,346485,0.00039254,2367,3.53478645,False,,,,,46,1
+12,500000,93.04167,256,False,346485,0.00039254,2367,3.53478645,False,,,,,46,2
+13,500000,-47.21048,256,False,426913,0.00168587,599,0.31168729,False,,,,,46,0
+13,500000,-38.821968,256,False,426913,0.00168587,599,0.31168729,False,,,,,46,1
+13,500000,21.88295,256,False,426913,0.00168587,599,0.31168729,False,,,,,46,2
+14,500000,-60.084,512,False,65118,0.00136612,1275,8.63120156,False,,,,,46,0
+14,500000,250.23721,512,False,65118,0.00136612,1275,8.63120156,False,,,,,46,1
+14,500000,268.68945,512,False,65118,0.00136612,1275,8.63120156,False,,,,,46,2
+15,500000,255.52121,256,False,459905,3.09e-06,4074,5.59333371,False,,,,,46,0
+15,500000,237.9694,256,False,459905,3.09e-06,4074,5.59333371,False,,,,,46,1
+15,500000,254.50385,256,False,459905,3.09e-06,4074,5.59333371,False,,,,,46,2
+16,500000,-103.21176,128,False,305934,0.01148663,7562,3.56187625,True,,,,0.19264215,46,0
+16,500000,39.50089,128,False,305934,0.01148663,7562,3.56187625,True,,,,0.19264215,46,1
+16,500000,256.9281,128,False,305934,0.01148663,7562,3.56187625,True,,,,0.19264215,46,2
 17,500000,-653.7318,256,True,410927,0.00079137,652,0.84736606,True,0.90835739,0.28266105,0.0,0.14917295,46,0
 17,500000,-522.15186,256,True,410927,0.00079137,652,0.84736606,True,0.90835739,0.28266105,0.0,0.14917295,46,1
 17,500000,-452.41824,256,True,410927,0.00079137,652,0.84736606,True,0.90835739,0.28266105,0.0,0.14917295,46,2
-18,500000,253.31635,128,True,136008,1.111e-05,3580,0.27786263,False,0.73316959,0.22086098,2e-08,NaN,46,0
-18,500000,268.25122,128,True,136008,1.111e-05,3580,0.27786263,False,0.73316959,0.22086098,2e-08,NaN,46,1
-18,500000,271.0182,128,True,136008,1.111e-05,3580,0.27786263,False,0.73316959,0.22086098,2e-08,NaN,46,2
-19,500000,272.16315,128,True,262044,1.058e-05,2051,3.35806699,False,0.96374603,0.7986625,1.1e-07,NaN,46,0
-19,500000,279.92294,128,True,262044,1.058e-05,2051,3.35806699,False,0.96374603,0.7986625,1.1e-07,NaN,46,1
-19,500000,273.68884,128,True,262044,1.058e-05,2051,3.35806699,False,0.96374603,0.7986625,1.1e-07,NaN,46,2
-20,500000,266.12677,256,False,488499,0.00050862,7147,1.30023179,True,NaN,NaN,NaN,0.1994216,46,0
-20,500000,265.33823,256,False,488499,0.00050862,7147,1.30023179,True,NaN,NaN,NaN,0.1994216,46,1
-20,500000,250.47484,256,False,488499,0.00050862,7147,1.30023179,True,NaN,NaN,NaN,0.1994216,46,2
-21,500000,-150.2507,512,False,157188,0.01254374,4415,9.72118884,False,NaN,NaN,NaN,NaN,46,0
-21,500000,-954.543,512,False,157188,0.01254374,4415,9.72118884,False,NaN,NaN,NaN,NaN,46,1
-21,500000,-295.091,512,False,157188,0.01254374,4415,9.72118884,False,NaN,NaN,NaN,NaN,46,2
+18,500000,253.31635,128,True,136008,1.111e-05,3580,0.27786263,False,0.73316959,0.22086098,2e-08,,46,0
+18,500000,268.25122,128,True,136008,1.111e-05,3580,0.27786263,False,0.73316959,0.22086098,2e-08,,46,1
+18,500000,271.0182,128,True,136008,1.111e-05,3580,0.27786263,False,0.73316959,0.22086098,2e-08,,46,2
+19,500000,272.16315,128,True,262044,1.058e-05,2051,3.35806699,False,0.96374603,0.7986625,1.1e-07,,46,0
+19,500000,279.92294,128,True,262044,1.058e-05,2051,3.35806699,False,0.96374603,0.7986625,1.1e-07,,46,1
+19,500000,273.68884,128,True,262044,1.058e-05,2051,3.35806699,False,0.96374603,0.7986625,1.1e-07,,46,2
+20,500000,266.12677,256,False,488499,0.00050862,7147,1.30023179,True,,,,0.1994216,46,0
+20,500000,265.33823,256,False,488499,0.00050862,7147,1.30023179,True,,,,0.1994216,46,1
+20,500000,250.47484,256,False,488499,0.00050862,7147,1.30023179,True,,,,0.1994216,46,2
+21,500000,-150.2507,512,False,157188,0.01254374,4415,9.72118884,False,,,,,46,0
+21,500000,-954.543,512,False,157188,0.01254374,4415,9.72118884,False,,,,,46,1
+21,500000,-295.091,512,False,157188,0.01254374,4415,9.72118884,False,,,,,46,2
 22,500000,259.27286,128,True,391001,0.07643249,1431,0.15683077,True,0.77440976,0.99199451,0.0,0.38643274,46,0
 22,500000,188.16412,128,True,391001,0.07643249,1431,0.15683077,True,0.77440976,0.99199451,0.0,0.38643274,46,1
 22,500000,247.04031,128,True,391001,0.07643249,1431,0.15683077,True,0.77440976,0.99199451,0.0,0.38643274,46,2
-23,500000,-588.75354,512,True,287224,0.00018074,2525,3.65215415,False,0.24497515,0.45491842,8.13e-06,NaN,46,0
-23,500000,-518.70746,512,True,287224,0.00018074,2525,3.65215415,False,0.24497515,0.45491842,8.13e-06,NaN,46,1
-23,500000,-247.11533,512,True,287224,0.00018074,2525,3.65215415,False,0.24497515,0.45491842,8.13e-06,NaN,46,2
+23,500000,-588.75354,512,True,287224,0.00018074,2525,3.65215415,False,0.24497515,0.45491842,8.13e-06,,46,0
+23,500000,-518.70746,512,True,287224,0.00018074,2525,3.65215415,False,0.24497515,0.45491842,8.13e-06,,46,1
+23,500000,-247.11533,512,True,287224,0.00018074,2525,3.65215415,False,0.24497515,0.45491842,8.13e-06,,46,2
 24,500000,-652.7704,512,True,259989,0.00113516,4437,6.72272512,True,0.79200126,0.34091723,0.0,0.64218634,46,0
 24,500000,219.11697,512,True,259989,0.00113516,4437,6.72272512,True,0.79200126,0.34091723,0.0,0.64218634,46,1
 24,500000,282.01453,512,True,259989,0.00113516,4437,6.72272512,True,0.79200126,0.34091723,0.0,0.64218634,46,2
-25,500000,-210.74191,512,False,217638,0.05693143,850,0.23499352,False,NaN,NaN,NaN,NaN,46,0
-25,500000,-168.381,512,False,217638,0.05693143,850,0.23499352,False,NaN,NaN,NaN,NaN,46,1
-25,500000,-155.7528,512,False,217638,0.05693143,850,0.23499352,False,NaN,NaN,NaN,NaN,46,2
-26,500000,267.35577,128,False,59752,9.07e-06,3572,0.80123828,False,NaN,NaN,NaN,NaN,46,0
-26,500000,229.43332,128,False,59752,9.07e-06,3572,0.80123828,False,NaN,NaN,NaN,NaN,46,1
-26,500000,243.27461,128,False,59752,9.07e-06,3572,0.80123828,False,NaN,NaN,NaN,NaN,46,2
-27,500000,-44.43207,128,True,48617,5.322e-05,1887,6.88123194,False,0.93591899,0.3145171,9.219e-05,NaN,46,0
-27,500000,-23.082027,128,True,48617,5.322e-05,1887,6.88123194,False,0.93591899,0.3145171,9.219e-05,NaN,46,1
-27,500000,-23.603642,128,True,48617,5.322e-05,1887,6.88123194,False,0.93591899,0.3145171,9.219e-05,NaN,46,2
+25,500000,-210.74191,512,False,217638,0.05693143,850,0.23499352,False,,,,,46,0
+25,500000,-168.381,512,False,217638,0.05693143,850,0.23499352,False,,,,,46,1
+25,500000,-155.7528,512,False,217638,0.05693143,850,0.23499352,False,,,,,46,2
+26,500000,267.35577,128,False,59752,9.07e-06,3572,0.80123828,False,,,,,46,0
+26,500000,229.43332,128,False,59752,9.07e-06,3572,0.80123828,False,,,,,46,1
+26,500000,243.27461,128,False,59752,9.07e-06,3572,0.80123828,False,,,,,46,2
+27,500000,-44.43207,128,True,48617,5.322e-05,1887,6.88123194,False,0.93591899,0.3145171,9.219e-05,,46,0
+27,500000,-23.082027,128,True,48617,5.322e-05,1887,6.88123194,False,0.93591899,0.3145171,9.219e-05,,46,1
+27,500000,-23.603642,128,True,48617,5.322e-05,1887,6.88123194,False,0.93591899,0.3145171,9.219e-05,,46,2
 28,500000,-1017.06726,512,True,428697,2.161e-05,2582,2.14787288,True,0.37486116,0.9803625,0.0,0.1263897,46,0
 28,500000,-358.78604,512,True,428697,2.161e-05,2582,2.14787288,True,0.37486116,0.9803625,0.0,0.1263897,46,1
 28,500000,-745.2752,512,True,428697,2.161e-05,2582,2.14787288,True,0.37486116,0.9803625,0.0,0.1263897,46,2
-29,500000,-185.55917,128,False,120842,0.00022172,4787,0.17998855,False,NaN,NaN,NaN,NaN,46,0
-29,500000,-158.25076,128,False,120842,0.00022172,4787,0.17998855,False,NaN,NaN,NaN,NaN,46,1
-29,500000,-213.13205,128,False,120842,0.00022172,4787,0.17998855,False,NaN,NaN,NaN,NaN,46,2
+29,500000,-185.55917,128,False,120842,0.00022172,4787,0.17998855,False,,,,,46,0
+29,500000,-158.25076,128,False,120842,0.00022172,4787,0.17998855,False,,,,,46,1
+29,500000,-213.13205,128,False,120842,0.00022172,4787,0.17998855,False,,,,,46,2
 30,500000,-337.88257,256,True,127655,5.12e-06,5710,0.2965888,True,0.03784754,0.44697329,1.6e-07,0.29123558,46,0
 30,500000,-165.50024,256,True,127655,5.12e-06,5710,0.2965888,True,0.03784754,0.44697329,1.6e-07,0.29123558,46,1
 30,500000,-180.13394,256,True,127655,5.12e-06,5710,0.2965888,True,0.03784754,0.44697329,1.6e-07,0.29123558,46,2
-31,500000,-185.31058,128,False,205064,2.44e-06,5588,0.34071186,True,NaN,NaN,NaN,0.6225709,46,0
-31,500000,-172.98273,128,False,205064,2.44e-06,5588,0.34071186,True,NaN,NaN,NaN,0.6225709,46,1
-31,500000,-177.85748,128,False,205064,2.44e-06,5588,0.34071186,True,NaN,NaN,NaN,0.6225709,46,2
+31,500000,-185.31058,128,False,205064,2.44e-06,5588,0.34071186,True,,,,0.6225709,46,0
+31,500000,-172.98273,128,False,205064,2.44e-06,5588,0.34071186,True,,,,0.6225709,46,1
+31,500000,-177.85748,128,False,205064,2.44e-06,5588,0.34071186,True,,,,0.6225709,46,2

rs/box2d_lunar_lander_dqn.csv

@@ -2,393 +2,393 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 0,100000,-189.91953,256,True,38218,0.85403629,8.11e-06,474,0.09175793,True,0.45599426,0.02580659,0.00021517,6.0,42,0
 0,100000,-195.8989,256,True,38218,0.85403629,8.11e-06,474,0.09175793,True,0.45599426,0.02580659,0.00021517,6.0,42,1
 0,100000,-214.03964,256,True,38218,0.85403629,8.11e-06,474,0.09175793,True,0.45599426,0.02580659,0.00021517,6.0,42,2
-1,100000,-934.001,256,False,12558,0.98058601,0.06703113,1367,0.04056964,False,NaN,NaN,NaN,NaN,42,0
-1,100000,-156.21577,256,False,12558,0.98058601,0.06703113,1367,0.04056964,False,NaN,NaN,NaN,NaN,42,1
-1,100000,-570.2175,256,False,12558,0.98058601,0.06703113,1367,0.04056964,False,NaN,NaN,NaN,NaN,42,2
-2,100000,35.042282,64,False,81380,0.87777557,0.04451314,1363,0.0252955,True,NaN,NaN,NaN,56.0,42,0
-2,100000,-76.96477,64,False,81380,0.87777557,0.04451314,1363,0.0252955,True,NaN,NaN,NaN,56.0,42,1
-2,100000,-93.90544,64,False,81380,0.87777557,0.04451314,1363,0.0252955,True,NaN,NaN,NaN,56.0,42,2
-3,100000,-466.91733,128,True,105119,0.54042666,0.08262581,186,0.10290652,False,0.67893322,0.23626452,0.00096608,NaN,42,0
-3,100000,-178.59607,128,True,105119,0.54042666,0.08262581,186,0.10290652,False,0.67893322,0.23626452,0.00096608,NaN,42,1
-3,100000,-234.4244,128,True,105119,0.54042666,0.08262581,186,0.10290652,False,0.67893322,0.23626452,0.00096608,NaN,42,2
-4,100000,-264.21155,128,False,3581,0.64196049,7.58e-06,1415,0.11409341,False,NaN,NaN,NaN,NaN,42,0
-4,100000,-143.63914,128,False,3581,0.64196049,7.58e-06,1415,0.11409341,False,NaN,NaN,NaN,NaN,42,1
-4,100000,-281.68683,128,False,3581,0.64196049,7.58e-06,1415,0.11409341,False,NaN,NaN,NaN,NaN,42,2
-5,100000,-141.17319,256,True,86338,0.8480149,5.02e-06,245,0.05198518,False,0.79783474,0.58249734,2.309e-05,NaN,42,0
-5,100000,-149.49762,256,True,86338,0.8480149,5.02e-06,245,0.05198518,False,0.79783474,0.58249734,2.309e-05,NaN,42,1
-5,100000,-703.0658,256,True,86338,0.8480149,5.02e-06,245,0.05198518,False,0.79783474,0.58249734,2.309e-05,NaN,42,2
+1,100000,-934.001,256,False,12558,0.98058601,0.06703113,1367,0.04056964,False,,,,,42,0
+1,100000,-156.21577,256,False,12558,0.98058601,0.06703113,1367,0.04056964,False,,,,,42,1
+1,100000,-570.2175,256,False,12558,0.98058601,0.06703113,1367,0.04056964,False,,,,,42,2
+2,100000,35.042282,64,False,81380,0.87777557,0.04451314,1363,0.0252955,True,,,,56.0,42,0
+2,100000,-76.96477,64,False,81380,0.87777557,0.04451314,1363,0.0252955,True,,,,56.0,42,1
+2,100000,-93.90544,64,False,81380,0.87777557,0.04451314,1363,0.0252955,True,,,,56.0,42,2
+3,100000,-466.91733,128,True,105119,0.54042666,0.08262581,186,0.10290652,False,0.67893322,0.23626452,0.00096608,,42,0
+3,100000,-178.59607,128,True,105119,0.54042666,0.08262581,186,0.10290652,False,0.67893322,0.23626452,0.00096608,,42,1
+3,100000,-234.4244,128,True,105119,0.54042666,0.08262581,186,0.10290652,False,0.67893322,0.23626452,0.00096608,,42,2
+4,100000,-264.21155,128,False,3581,0.64196049,7.58e-06,1415,0.11409341,False,,,,,42,0
+4,100000,-143.63914,128,False,3581,0.64196049,7.58e-06,1415,0.11409341,False,,,,,42,1
+4,100000,-281.68683,128,False,3581,0.64196049,7.58e-06,1415,0.11409341,False,,,,,42,2
+5,100000,-141.17319,256,True,86338,0.8480149,5.02e-06,245,0.05198518,False,0.79783474,0.58249734,2.309e-05,,42,0
+5,100000,-149.49762,256,True,86338,0.8480149,5.02e-06,245,0.05198518,False,0.79783474,0.58249734,2.309e-05,,42,1
+5,100000,-703.0658,256,True,86338,0.8480149,5.02e-06,245,0.05198518,False,0.79783474,0.58249734,2.309e-05,,42,2
 6,100000,179.78119,64,True,106127,0.66147824,1.34e-06,1081,0.14320459,True,0.05723897,0.10088108,1.2e-07,23.0,42,0
 6,100000,-4.1236496,64,True,106127,0.66147824,1.34e-06,1081,0.14320459,True,0.05723897,0.10088108,1.2e-07,23.0,42,1
 6,100000,-213.03366,64,True,106127,0.66147824,1.34e-06,1081,0.14320459,True,0.05723897,0.10088108,1.2e-07,23.0,42,2
-7,100000,-147.82512,256,False,5635,0.9721258,0.00073593,1440,0.02105482,False,NaN,NaN,NaN,NaN,42,0
-7,100000,-115.575424,256,False,5635,0.9721258,0.00073593,1440,0.02105482,False,NaN,NaN,NaN,NaN,42,1
-7,100000,-328.32446,256,False,5635,0.9721258,0.00073593,1440,0.02105482,False,NaN,NaN,NaN,NaN,42,2
+7,100000,-147.82512,256,False,5635,0.9721258,0.00073593,1440,0.02105482,False,,,,,42,0
+7,100000,-115.575424,256,False,5635,0.9721258,0.00073593,1440,0.02105482,False,,,,,42,1
+7,100000,-328.32446,256,False,5635,0.9721258,0.00073593,1440,0.02105482,False,,,,,42,2
 8,100000,-408.54007,64,True,111472,0.6600248,2.86e-06,1390,0.15072253,True,0.7396652,0.83859424,3.86e-06,8.0,42,0
 8,100000,-363.8463,64,True,111472,0.6600248,2.86e-06,1390,0.15072253,True,0.7396652,0.83859424,3.86e-06,8.0,42,1
 8,100000,-215.68597,64,True,111472,0.6600248,2.86e-06,1390,0.15072253,True,0.7396652,0.83859424,3.86e-06,8.0,42,2
-9,100000,-834.27295,64,True,26313,0.74631255,3.87e-06,1214,0.08783083,False,0.0830586,0.6987912,1.5e-07,NaN,42,0
-9,100000,-296.5951,64,True,26313,0.74631255,3.87e-06,1214,0.08783083,False,0.0830586,0.6987912,1.5e-07,NaN,42,1
-9,100000,-477.57513,64,True,26313,0.74631255,3.87e-06,1214,0.08783083,False,0.0830586,0.6987912,1.5e-07,NaN,42,2
-10,100000,-934.001,128,False,56308,0.56659256,0.03943508,1015,0.03093296,True,NaN,NaN,NaN,4.0,42,0
-10,100000,-153.7813,128,False,56308,0.56659256,0.03943508,1015,0.03093296,True,NaN,NaN,NaN,4.0,42,1
-10,100000,-156.65161,128,False,56308,0.56659256,0.03943508,1015,0.03093296,True,NaN,NaN,NaN,4.0,42,2
-11,100000,-163.61136,256,False,38155,0.54420411,0.00838188,1329,0.10994182,True,NaN,NaN,NaN,4.0,42,0
-11,100000,-203.45258,256,False,38155,0.54420411,0.00838188,1329,0.10994182,True,NaN,NaN,NaN,4.0,42,1
-11,100000,-161.89363,256,False,38155,0.54420411,0.00838188,1329,0.10994182,True,NaN,NaN,NaN,4.0,42,2
-12,100000,-606.2026,256,False,88529,0.54435127,0.00032892,1079,0.17379192,False,NaN,NaN,NaN,NaN,42,0
-12,100000,-192.62721,256,False,88529,0.54435127,0.00032892,1079,0.17379192,False,NaN,NaN,NaN,NaN,42,1
-12,100000,-74.33597,256,False,88529,0.54435127,0.00032892,1079,0.17379192,False,NaN,NaN,NaN,NaN,42,2
-13,100000,-160.77045,128,False,83176,0.79342056,6.537e-05,1312,0.09807415,True,NaN,NaN,NaN,70.0,42,0
-13,100000,-818.2129,128,False,83176,0.79342056,6.537e-05,1312,0.09807415,True,NaN,NaN,NaN,70.0,42,1
-13,100000,-155.21805,128,False,83176,0.79342056,6.537e-05,1312,0.09807415,True,NaN,NaN,NaN,70.0,42,2
-14,100000,-934.001,64,False,21642,0.52591177,4.09e-05,1994,0.16629326,False,NaN,NaN,NaN,NaN,42,0
-14,100000,-818.2129,64,False,21642,0.52591177,4.09e-05,1994,0.16629326,False,NaN,NaN,NaN,NaN,42,1
-14,100000,-139.27414,64,False,21642,0.52591177,4.09e-05,1994,0.16629326,False,NaN,NaN,NaN,NaN,42,2
-15,100000,-158.41827,256,True,19405,0.55844902,0.00933525,1120,0.17547636,False,0.54446203,0.60245827,0.00068596,NaN,42,0
-15,100000,-138.79602,256,True,19405,0.55844902,0.00933525,1120,0.17547636,False,0.54446203,0.60245827,0.00068596,NaN,42,1
-15,100000,-152.25148,256,True,19405,0.55844902,0.00933525,1120,0.17547636,False,0.54446203,0.60245827,0.00068596,NaN,42,2
-16,100000,28.762386,64,False,28656,0.71206534,3.68e-06,1854,0.06770425,True,NaN,NaN,NaN,49.0,42,0
-16,100000,99.69391,64,False,28656,0.71206534,3.68e-06,1854,0.06770425,True,NaN,NaN,NaN,49.0,42,1
-16,100000,150.90701,64,False,28656,0.71206534,3.68e-06,1854,0.06770425,True,NaN,NaN,NaN,49.0,42,2
-17,100000,-363.61746,128,True,93398,0.6746935,0.0008655,1136,0.0675382,False,0.16459107,0.23876405,5.2e-07,NaN,42,0
-17,100000,-390.9867,128,True,93398,0.6746935,0.0008655,1136,0.0675382,False,0.16459107,0.23876405,5.2e-07,NaN,42,1
-17,100000,-238.79626,128,True,93398,0.6746935,0.0008655,1136,0.0675382,False,0.16459107,0.23876405,5.2e-07,NaN,42,2
-18,100000,-88.61196,64,True,17056,0.59071772,5.118e-05,804,0.08778918,False,0.4763548,0.70185739,3.4e-07,NaN,42,0
-18,100000,-53.26116,64,True,17056,0.59071772,5.118e-05,804,0.08778918,False,0.4763548,0.70185739,3.4e-07,NaN,42,1
-18,100000,-201.12508,64,True,17056,0.59071772,5.118e-05,804,0.08778918,False,0.4763548,0.70185739,3.4e-07,NaN,42,2
-19,100000,-82.46367,128,False,17749,0.93694504,0.03733015,1845,0.01458169,False,NaN,NaN,NaN,NaN,42,0
-19,100000,-65.34825,128,False,17749,0.93694504,0.03733015,1845,0.01458169,False,NaN,NaN,NaN,NaN,42,1
-19,100000,0.67568755,128,False,17749,0.93694504,0.03733015,1845,0.01458169,False,NaN,NaN,NaN,NaN,42,2
-20,100000,-512.94836,256,False,89953,0.95865679,0.00051228,709,0.18886781,True,NaN,NaN,NaN,3.0,42,0
-20,100000,-152.28343,256,False,89953,0.95865679,0.00051228,709,0.18886781,True,NaN,NaN,NaN,3.0,42,1
-20,100000,-202.83397,256,False,89953,0.95865679,0.00051228,709,0.18886781,True,NaN,NaN,NaN,3.0,42,2
-21,100000,-303.13684,256,False,28369,0.61647974,0.00044125,957,0.09647648,True,NaN,NaN,NaN,43.0,42,0
-21,100000,-138.95892,256,False,28369,0.61647974,0.00044125,957,0.09647648,True,NaN,NaN,NaN,43.0,42,1
-21,100000,-312.66553,256,False,28369,0.61647974,0.00044125,957,0.09647648,True,NaN,NaN,NaN,43.0,42,2
+9,100000,-834.27295,64,True,26313,0.74631255,3.87e-06,1214,0.08783083,False,0.0830586,0.6987912,1.5e-07,,42,0
+9,100000,-296.5951,64,True,26313,0.74631255,3.87e-06,1214,0.08783083,False,0.0830586,0.6987912,1.5e-07,,42,1
+9,100000,-477.57513,64,True,26313,0.74631255,3.87e-06,1214,0.08783083,False,0.0830586,0.6987912,1.5e-07,,42,2
+10,100000,-934.001,128,False,56308,0.56659256,0.03943508,1015,0.03093296,True,,,,4.0,42,0
+10,100000,-153.7813,128,False,56308,0.56659256,0.03943508,1015,0.03093296,True,,,,4.0,42,1
+10,100000,-156.65161,128,False,56308,0.56659256,0.03943508,1015,0.03093296,True,,,,4.0,42,2
+11,100000,-163.61136,256,False,38155,0.54420411,0.00838188,1329,0.10994182,True,,,,4.0,42,0
+11,100000,-203.45258,256,False,38155,0.54420411,0.00838188,1329,0.10994182,True,,,,4.0,42,1
+11,100000,-161.89363,256,False,38155,0.54420411,0.00838188,1329,0.10994182,True,,,,4.0,42,2
+12,100000,-606.2026,256,False,88529,0.54435127,0.00032892,1079,0.17379192,False,,,,,42,0
+12,100000,-192.62721,256,False,88529,0.54435127,0.00032892,1079,0.17379192,False,,,,,42,1
+12,100000,-74.33597,256,False,88529,0.54435127,0.00032892,1079,0.17379192,False,,,,,42,2
+13,100000,-160.77045,128,False,83176,0.79342056,6.537e-05,1312,0.09807415,True,,,,70.0,42,0
+13,100000,-818.2129,128,False,83176,0.79342056,6.537e-05,1312,0.09807415,True,,,,70.0,42,1
+13,100000,-155.21805,128,False,83176,0.79342056,6.537e-05,1312,0.09807415,True,,,,70.0,42,2
+14,100000,-934.001,64,False,21642,0.52591177,4.09e-05,1994,0.16629326,False,,,,,42,0
+14,100000,-818.2129,64,False,21642,0.52591177,4.09e-05,1994,0.16629326,False,,,,,42,1
+14,100000,-139.27414,64,False,21642,0.52591177,4.09e-05,1994,0.16629326,False,,,,,42,2
+15,100000,-158.41827,256,True,19405,0.55844902,0.00933525,1120,0.17547636,False,0.54446203,0.60245827,0.00068596,,42,0
+15,100000,-138.79602,256,True,19405,0.55844902,0.00933525,1120,0.17547636,False,0.54446203,0.60245827,0.00068596,,42,1
+15,100000,-152.25148,256,True,19405,0.55844902,0.00933525,1120,0.17547636,False,0.54446203,0.60245827,0.00068596,,42,2
+16,100000,28.762386,64,False,28656,0.71206534,3.68e-06,1854,0.06770425,True,,,,49.0,42,0
+16,100000,99.69391,64,False,28656,0.71206534,3.68e-06,1854,0.06770425,True,,,,49.0,42,1
+16,100000,150.90701,64,False,28656,0.71206534,3.68e-06,1854,0.06770425,True,,,,49.0,42,2
+17,100000,-363.61746,128,True,93398,0.6746935,0.0008655,1136,0.0675382,False,0.16459107,0.23876405,5.2e-07,,42,0
+17,100000,-390.9867,128,True,93398,0.6746935,0.0008655,1136,0.0675382,False,0.16459107,0.23876405,5.2e-07,,42,1
+17,100000,-238.79626,128,True,93398,0.6746935,0.0008655,1136,0.0675382,False,0.16459107,0.23876405,5.2e-07,,42,2
+18,100000,-88.61196,64,True,17056,0.59071772,5.118e-05,804,0.08778918,False,0.4763548,0.70185739,3.4e-07,,42,0
+18,100000,-53.26116,64,True,17056,0.59071772,5.118e-05,804,0.08778918,False,0.4763548,0.70185739,3.4e-07,,42,1
+18,100000,-201.12508,64,True,17056,0.59071772,5.118e-05,804,0.08778918,False,0.4763548,0.70185739,3.4e-07,,42,2
+19,100000,-82.46367,128,False,17749,0.93694504,0.03733015,1845,0.01458169,False,,,,,42,0
+19,100000,-65.34825,128,False,17749,0.93694504,0.03733015,1845,0.01458169,False,,,,,42,1
+19,100000,0.67568755,128,False,17749,0.93694504,0.03733015,1845,0.01458169,False,,,,,42,2
+20,100000,-512.94836,256,False,89953,0.95865679,0.00051228,709,0.18886781,True,,,,3.0,42,0
+20,100000,-152.28343,256,False,89953,0.95865679,0.00051228,709,0.18886781,True,,,,3.0,42,1
+20,100000,-202.83397,256,False,89953,0.95865679,0.00051228,709,0.18886781,True,,,,3.0,42,2
+21,100000,-303.13684,256,False,28369,0.61647974,0.00044125,957,0.09647648,True,,,,43.0,42,0
+21,100000,-138.95892,256,False,28369,0.61647974,0.00044125,957,0.09647648,True,,,,43.0,42,1
+21,100000,-312.66553,256,False,28369,0.61647974,0.00044125,957,0.09647648,True,,,,43.0,42,2
 22,100000,-163.61136,128,True,58003,0.91532126,0.06114364,1544,0.05278644,True,0.54160468,0.27294404,0.00017301,79.0,42,0
 22,100000,-154.27351,128,True,58003,0.91532126,0.06114364,1544,0.05278644,True,0.54160468,0.27294404,0.00017301,79.0,42,1
 22,100000,-153.15247,128,True,58003,0.91532126,0.06114364,1544,0.05278644,True,0.54160468,0.27294404,0.00017301,79.0,42,2
-23,100000,24.097569,128,False,10540,0.91234048,0.02472578,1704,0.12410366,True,NaN,NaN,NaN,70.0,42,0
-23,100000,-109.86627,128,False,10540,0.91234048,0.02472578,1704,0.12410366,True,NaN,NaN,NaN,70.0,42,1
-23,100000,-601.97266,128,False,10540,0.91234048,0.02472578,1704,0.12410366,True,NaN,NaN,NaN,70.0,42,2
-24,100000,-426.56036,64,True,84831,0.85408604,1.69e-06,1250,0.16448108,False,0.43191949,0.22856192,0.000636,NaN,42,0
-24,100000,-262.92822,64,True,84831,0.85408604,1.69e-06,1250,0.16448108,False,0.43191949,0.22856192,0.000636,NaN,42,1
-24,100000,-186.38571,64,True,84831,0.85408604,1.69e-06,1250,0.16448108,False,0.43191949,0.22856192,0.000636,NaN,42,2
-25,100000,-37.99712,64,False,49314,0.68426317,0.02203514,348,0.18424872,True,NaN,NaN,NaN,89.0,42,0
-25,100000,-586.7464,64,False,49314,0.68426317,0.02203514,348,0.18424872,True,NaN,NaN,NaN,89.0,42,1
-25,100000,-37.066704,64,False,49314,0.68426317,0.02203514,348,0.18424872,True,NaN,NaN,NaN,89.0,42,2
-26,100000,-163.61136,128,False,96341,0.88790237,2.59e-06,89,0.13440671,True,NaN,NaN,NaN,12.0,42,0
-26,100000,-154.27351,128,False,96341,0.88790237,2.59e-06,89,0.13440671,True,NaN,NaN,NaN,12.0,42,1
-26,100000,-152.25148,128,False,96341,0.88790237,2.59e-06,89,0.13440671,True,NaN,NaN,NaN,12.0,42,2
-27,100000,-162.93579,64,False,111222,0.58083627,0.00029267,1230,0.14570664,False,NaN,NaN,NaN,NaN,42,0
-27,100000,-145.40851,64,False,111222,0.58083627,0.00029267,1230,0.14570664,False,NaN,NaN,NaN,NaN,42,1
-27,100000,-175.22809,64,False,111222,0.58083627,0.00029267,1230,0.14570664,False,NaN,NaN,NaN,NaN,42,2
-28,100000,-163.61136,128,True,36157,0.7964592,3.637e-05,459,0.09030674,False,0.17594302,0.84572874,2.8e-07,NaN,42,0
-28,100000,-154.27351,128,True,36157,0.7964592,3.637e-05,459,0.09030674,False,0.17594302,0.84572874,2.8e-07,NaN,42,1
-28,100000,-152.25148,128,True,36157,0.7964592,3.637e-05,459,0.09030674,False,0.17594302,0.84572874,2.8e-07,NaN,42,2
-29,100000,-24.174833,64,False,2263,0.81955997,0.00215934,891,0.14643507,True,NaN,NaN,NaN,64.0,42,0
-29,100000,64.80211,64,False,2263,0.81955997,0.00215934,891,0.14643507,True,NaN,NaN,NaN,64.0,42,1
-29,100000,5.4094095,64,False,2263,0.81955997,0.00215934,891,0.14643507,True,NaN,NaN,NaN,64.0,42,2
-30,100000,-319.67276,64,True,115068,0.71908617,7.557e-05,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,NaN,42,0
-30,100000,-234.1408,64,True,115068,0.71908617,7.557e-05,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,NaN,42,1
-30,100000,-249.80399,64,True,115068,0.71908617,7.557e-05,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,NaN,42,2
+23,100000,24.097569,128,False,10540,0.91234048,0.02472578,1704,0.12410366,True,,,,70.0,42,0
+23,100000,-109.86627,128,False,10540,0.91234048,0.02472578,1704,0.12410366,True,,,,70.0,42,1
+23,100000,-601.97266,128,False,10540,0.91234048,0.02472578,1704,0.12410366,True,,,,70.0,42,2
+24,100000,-426.56036,64,True,84831,0.85408604,1.69e-06,1250,0.16448108,False,0.43191949,0.22856192,0.000636,,42,0
+24,100000,-262.92822,64,True,84831,0.85408604,1.69e-06,1250,0.16448108,False,0.43191949,0.22856192,0.000636,,42,1
+24,100000,-186.38571,64,True,84831,0.85408604,1.69e-06,1250,0.16448108,False,0.43191949,0.22856192,0.000636,,42,2
+25,100000,-37.99712,64,False,49314,0.68426317,0.02203514,348,0.18424872,True,,,,89.0,42,0
+25,100000,-586.7464,64,False,49314,0.68426317,0.02203514,348,0.18424872,True,,,,89.0,42,1
+25,100000,-37.066704,64,False,49314,0.68426317,0.02203514,348,0.18424872,True,,,,89.0,42,2
+26,100000,-163.61136,128,False,96341,0.88790237,2.59e-06,89,0.13440671,True,,,,12.0,42,0
+26,100000,-154.27351,128,False,96341,0.88790237,2.59e-06,89,0.13440671,True,,,,12.0,42,1
+26,100000,-152.25148,128,False,96341,0.88790237,2.59e-06,89,0.13440671,True,,,,12.0,42,2
+27,100000,-162.93579,64,False,111222,0.58083627,0.00029267,1230,0.14570664,False,,,,,42,0
+27,100000,-145.40851,64,False,111222,0.58083627,0.00029267,1230,0.14570664,False,,,,,42,1
+27,100000,-175.22809,64,False,111222,0.58083627,0.00029267,1230,0.14570664,False,,,,,42,2
+28,100000,-163.61136,128,True,36157,0.7964592,3.637e-05,459,0.09030674,False,0.17594302,0.84572874,2.8e-07,,42,0
+28,100000,-154.27351,128,True,36157,0.7964592,3.637e-05,459,0.09030674,False,0.17594302,0.84572874,2.8e-07,,42,1
+28,100000,-152.25148,128,True,36157,0.7964592,3.637e-05,459,0.09030674,False,0.17594302,0.84572874,2.8e-07,,42,2
+29,100000,-24.174833,64,False,2263,0.81955997,0.00215934,891,0.14643507,True,,,,64.0,42,0
+29,100000,64.80211,64,False,2263,0.81955997,0.00215934,891,0.14643507,True,,,,64.0,42,1
+29,100000,5.4094095,64,False,2263,0.81955997,0.00215934,891,0.14643507,True,,,,64.0,42,2
+30,100000,-319.67276,64,True,115068,0.71908617,7.557e-05,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,,42,0
+30,100000,-234.1408,64,True,115068,0.71908617,7.557e-05,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,,42,1
+30,100000,-249.80399,64,True,115068,0.71908617,7.557e-05,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,,42,2
 31,100000,-89.936844,64,True,7036,0.83504802,0.00387417,1286,0.08548096,True,0.82099697,0.41691819,0.00013247,18.0,42,0
 31,100000,-283.29065,64,True,7036,0.83504802,0.00387417,1286,0.08548096,True,0.82099697,0.41691819,0.00013247,18.0,42,1
 31,100000,-109.46894,64,True,7036,0.83504802,0.00387417,1286,0.08548096,True,0.82099697,0.41691819,0.00013247,18.0,42,2
-0,100000,-151.31549,256,False,50753,0.81369584,0.00123445,799,0.05204242,True,NaN,NaN,NaN,6.0,45,0
-0,100000,-154.27351,256,False,50753,0.81369584,0.00123445,799,0.05204242,True,NaN,NaN,NaN,6.0,45,1
-0,100000,-161.05728,256,False,50753,0.81369584,0.00123445,799,0.05204242,True,NaN,NaN,NaN,6.0,45,2
-1,100000,-304.34534,64,False,18121,0.53208615,0.00416929,795,0.1784582,False,NaN,NaN,NaN,NaN,45,0
-1,100000,-286.6361,64,False,18121,0.53208615,0.00416929,795,0.1784582,False,NaN,NaN,NaN,NaN,45,1
-1,100000,-233.45209,64,False,18121,0.53208615,0.00416929,795,0.1784582,False,NaN,NaN,NaN,NaN,45,2
-2,100000,-377.1394,256,True,49390,0.91745969,0.04144003,961,0.10562351,False,0.60856868,0.32421445,0.0001006,NaN,45,0
-2,100000,-251.69933,256,True,49390,0.91745969,0.04144003,961,0.10562351,False,0.60856868,0.32421445,0.0001006,NaN,45,1
-2,100000,-268.4954,256,True,49390,0.91745969,0.04144003,961,0.10562351,False,0.60856868,0.32421445,0.0001006,NaN,45,2
-3,100000,163.78949,64,True,111538,0.59136543,2.401e-05,786,0.10262962,False,0.105162,0.29022855,9.3e-07,NaN,45,0
-3,100000,94.53926,64,True,111538,0.59136543,2.401e-05,786,0.10262962,False,0.105162,0.29022855,9.3e-07,NaN,45,1
-3,100000,152.12952,64,True,111538,0.59136543,2.401e-05,786,0.10262962,False,0.105162,0.29022855,9.3e-07,NaN,45,2
-4,100000,-287.603,64,True,90330,0.70212376,1.32e-06,1269,0.17782345,False,0.95534713,0.03258104,8.072e-05,NaN,45,0
-4,100000,-514.5923,64,True,90330,0.70212376,1.32e-06,1269,0.17782345,False,0.95534713,0.03258104,8.072e-05,NaN,45,1
-4,100000,-182.4481,64,True,90330,0.70212376,1.32e-06,1269,0.17782345,False,0.95534713,0.03258104,8.072e-05,NaN,45,2
-5,100000,-183.28584,256,False,13107,0.66019472,0.07115015,1940,0.19283357,False,NaN,NaN,NaN,NaN,45,0
-5,100000,15.823046,256,False,13107,0.66019472,0.07115015,1940,0.19283357,False,NaN,NaN,NaN,NaN,45,1
-5,100000,-65.99734,256,False,13107,0.66019472,0.07115015,1940,0.19283357,False,NaN,NaN,NaN,NaN,45,2
+0,100000,-151.31549,256,False,50753,0.81369584,0.00123445,799,0.05204242,True,,,,6.0,45,0
+0,100000,-154.27351,256,False,50753,0.81369584,0.00123445,799,0.05204242,True,,,,6.0,45,1
+0,100000,-161.05728,256,False,50753,0.81369584,0.00123445,799,0.05204242,True,,,,6.0,45,2
+1,100000,-304.34534,64,False,18121,0.53208615,0.00416929,795,0.1784582,False,,,,,45,0
+1,100000,-286.6361,64,False,18121,0.53208615,0.00416929,795,0.1784582,False,,,,,45,1
+1,100000,-233.45209,64,False,18121,0.53208615,0.00416929,795,0.1784582,False,,,,,45,2
+2,100000,-377.1394,256,True,49390,0.91745969,0.04144003,961,0.10562351,False,0.60856868,0.32421445,0.0001006,,45,0
+2,100000,-251.69933,256,True,49390,0.91745969,0.04144003,961,0.10562351,False,0.60856868,0.32421445,0.0001006,,45,1
+2,100000,-268.4954,256,True,49390,0.91745969,0.04144003,961,0.10562351,False,0.60856868,0.32421445,0.0001006,,45,2
+3,100000,163.78949,64,True,111538,0.59136543,2.401e-05,786,0.10262962,False,0.105162,0.29022855,9.3e-07,,45,0
+3,100000,94.53926,64,True,111538,0.59136543,2.401e-05,786,0.10262962,False,0.105162,0.29022855,9.3e-07,,45,1
+3,100000,152.12952,64,True,111538,0.59136543,2.401e-05,786,0.10262962,False,0.105162,0.29022855,9.3e-07,,45,2
+4,100000,-287.603,64,True,90330,0.70212376,1.32e-06,1269,0.17782345,False,0.95534713,0.03258104,8.072e-05,,45,0
+4,100000,-514.5923,64,True,90330,0.70212376,1.32e-06,1269,0.17782345,False,0.95534713,0.03258104,8.072e-05,,45,1
+4,100000,-182.4481,64,True,90330,0.70212376,1.32e-06,1269,0.17782345,False,0.95534713,0.03258104,8.072e-05,,45,2
+5,100000,-183.28584,256,False,13107,0.66019472,0.07115015,1940,0.19283357,False,,,,,45,0
+5,100000,15.823046,256,False,13107,0.66019472,0.07115015,1940,0.19283357,False,,,,,45,1
+5,100000,-65.99734,256,False,13107,0.66019472,0.07115015,1940,0.19283357,False,,,,,45,2
 6,100000,-86.43913,256,True,1505,0.60131793,0.03721202,584,0.1581272,True,0.5690802,0.92185756,0.00040696,66.0,45,0
 6,100000,60.159927,256,True,1505,0.60131793,0.03721202,584,0.1581272,True,0.5690802,0.92185756,0.00040696,66.0,45,1
 6,100000,-493.7849,256,True,1505,0.60131793,0.03721202,584,0.1581272,True,0.5690802,0.92185756,0.00040696,66.0,45,2
-7,100000,-170.99751,64,True,108594,0.70984767,1.16e-05,1627,0.06122262,False,0.77067545,0.08656943,0.00016607,NaN,45,0
-7,100000,-818.2129,64,True,108594,0.70984767,1.16e-05,1627,0.06122262,False,0.77067545,0.08656943,0.00016607,NaN,45,1
-7,100000,-141.83878,64,True,108594,0.70984767,1.16e-05,1627,0.06122262,False,0.77067545,0.08656943,0.00016607,NaN,45,2
-8,100000,-810.4743,256,False,73493,0.55257056,0.02670747,925,0.11762065,False,NaN,NaN,NaN,NaN,45,0
-8,100000,-154.27351,256,False,73493,0.55257056,0.02670747,925,0.11762065,False,NaN,NaN,NaN,NaN,45,1
-8,100000,-154.47684,256,False,73493,0.55257056,0.02670747,925,0.11762065,False,NaN,NaN,NaN,NaN,45,2
-9,100000,-385.11835,256,False,12836,0.82938002,0.00075198,201,0.16453362,True,NaN,NaN,NaN,25.0,45,0
-9,100000,-180.77744,256,False,12836,0.82938002,0.00075198,201,0.16453362,True,NaN,NaN,NaN,25.0,45,1
-9,100000,-217.14014,256,False,12836,0.82938002,0.00075198,201,0.16453362,True,NaN,NaN,NaN,25.0,45,2
-10,100000,-52.022453,256,False,83658,0.66972598,1.58e-06,164,0.10466838,False,NaN,NaN,NaN,NaN,45,0
-10,100000,43.72512,256,False,83658,0.66972598,1.58e-06,164,0.10466838,False,NaN,NaN,NaN,NaN,45,1
-10,100000,37.047245,256,False,83658,0.66972598,1.58e-06,164,0.10466838,False,NaN,NaN,NaN,NaN,45,2
-11,100000,-163.13281,64,False,75788,0.71456175,0.01856843,1602,0.1838193,False,NaN,NaN,NaN,NaN,45,0
-11,100000,-152.97168,64,False,75788,0.71456175,0.01856843,1602,0.1838193,False,NaN,NaN,NaN,NaN,45,1
-11,100000,-139.96898,64,False,75788,0.71456175,0.01856843,1602,0.1838193,False,NaN,NaN,NaN,NaN,45,2
-12,100000,-259.79175,128,True,66785,0.88947274,0.02179043,298,0.08449798,False,0.74620082,0.37270377,3.7e-07,NaN,45,0
-12,100000,-150.40646,128,True,66785,0.88947274,0.02179043,298,0.08449798,False,0.74620082,0.37270377,3.7e-07,NaN,45,1
-12,100000,-354.78394,128,True,66785,0.88947274,0.02179043,298,0.08449798,False,0.74620082,0.37270377,3.7e-07,NaN,45,2
+7,100000,-170.99751,64,True,108594,0.70984767,1.16e-05,1627,0.06122262,False,0.77067545,0.08656943,0.00016607,,45,0
+7,100000,-818.2129,64,True,108594,0.70984767,1.16e-05,1627,0.06122262,False,0.77067545,0.08656943,0.00016607,,45,1
+7,100000,-141.83878,64,True,108594,0.70984767,1.16e-05,1627,0.06122262,False,0.77067545,0.08656943,0.00016607,,45,2
+8,100000,-810.4743,256,False,73493,0.55257056,0.02670747,925,0.11762065,False,,,,,45,0
+8,100000,-154.27351,256,False,73493,0.55257056,0.02670747,925,0.11762065,False,,,,,45,1
+8,100000,-154.47684,256,False,73493,0.55257056,0.02670747,925,0.11762065,False,,,,,45,2
+9,100000,-385.11835,256,False,12836,0.82938002,0.00075198,201,0.16453362,True,,,,25.0,45,0
+9,100000,-180.77744,256,False,12836,0.82938002,0.00075198,201,0.16453362,True,,,,25.0,45,1
+9,100000,-217.14014,256,False,12836,0.82938002,0.00075198,201,0.16453362,True,,,,25.0,45,2
+10,100000,-52.022453,256,False,83658,0.66972598,1.58e-06,164,0.10466838,False,,,,,45,0
+10,100000,43.72512,256,False,83658,0.66972598,1.58e-06,164,0.10466838,False,,,,,45,1
+10,100000,37.047245,256,False,83658,0.66972598,1.58e-06,164,0.10466838,False,,,,,45,2
+11,100000,-163.13281,64,False,75788,0.71456175,0.01856843,1602,0.1838193,False,,,,,45,0
+11,100000,-152.97168,64,False,75788,0.71456175,0.01856843,1602,0.1838193,False,,,,,45,1
+11,100000,-139.96898,64,False,75788,0.71456175,0.01856843,1602,0.1838193,False,,,,,45,2
+12,100000,-259.79175,128,True,66785,0.88947274,0.02179043,298,0.08449798,False,0.74620082,0.37270377,3.7e-07,,45,0
+12,100000,-150.40646,128,True,66785,0.88947274,0.02179043,298,0.08449798,False,0.74620082,0.37270377,3.7e-07,,45,1
+12,100000,-354.78394,128,True,66785,0.88947274,0.02179043,298,0.08449798,False,0.74620082,0.37270377,3.7e-07,,45,2
 13,100000,-9.333763,64,True,62540,0.8582968,0.00280658,1874,0.12786184,True,0.07918889,0.2507086,5.138e-05,54.0,45,0
 13,100000,-104.80376,64,True,62540,0.8582968,0.00280658,1874,0.12786184,True,0.07918889,0.2507086,5.138e-05,54.0,45,1
 13,100000,45.246857,64,True,62540,0.8582968,0.00280658,1874,0.12786184,True,0.07918889,0.2507086,5.138e-05,54.0,45,2
-14,100000,-256.24548,128,False,105908,0.66865818,0.00012868,485,0.10774109,True,NaN,NaN,NaN,21.0,45,0
-14,100000,-153.75082,128,False,105908,0.66865818,0.00012868,485,0.10774109,True,NaN,NaN,NaN,21.0,45,1
-14,100000,-153.04913,128,False,105908,0.66865818,0.00012868,485,0.10774109,True,NaN,NaN,NaN,21.0,45,2
-15,100000,-313.32312,256,False,93984,0.76901136,8.48e-05,1049,0.07237102,False,NaN,NaN,NaN,NaN,45,0
-15,100000,-232.68608,256,False,93984,0.76901136,8.48e-05,1049,0.07237102,False,NaN,NaN,NaN,NaN,45,1
-15,100000,-67.74215,256,False,93984,0.76901136,8.48e-05,1049,0.07237102,False,NaN,NaN,NaN,NaN,45,2
-16,100000,-163.17834,128,False,54598,0.88923957,0.00158419,1351,0.05464685,True,NaN,NaN,NaN,99.0,45,0
-16,100000,-154.27351,128,False,54598,0.88923957,0.00158419,1351,0.05464685,True,NaN,NaN,NaN,99.0,45,1
-16,100000,-158.3268,128,False,54598,0.88923957,0.00158419,1351,0.05464685,True,NaN,NaN,NaN,99.0,45,2
+14,100000,-256.24548,128,False,105908,0.66865818,0.00012868,485,0.10774109,True,,,,21.0,45,0
+14,100000,-153.75082,128,False,105908,0.66865818,0.00012868,485,0.10774109,True,,,,21.0,45,1
+14,100000,-153.04913,128,False,105908,0.66865818,0.00012868,485,0.10774109,True,,,,21.0,45,2
+15,100000,-313.32312,256,False,93984,0.76901136,8.48e-05,1049,0.07237102,False,,,,,45,0
+15,100000,-232.68608,256,False,93984,0.76901136,8.48e-05,1049,0.07237102,False,,,,,45,1
+15,100000,-67.74215,256,False,93984,0.76901136,8.48e-05,1049,0.07237102,False,,,,,45,2
+16,100000,-163.17834,128,False,54598,0.88923957,0.00158419,1351,0.05464685,True,,,,99.0,45,0
+16,100000,-154.27351,128,False,54598,0.88923957,0.00158419,1351,0.05464685,True,,,,99.0,45,1
+16,100000,-158.3268,128,False,54598,0.88923957,0.00158419,1351,0.05464685,True,,,,99.0,45,2
 17,100000,-294.4359,128,True,30687,0.69511273,1.286e-05,1302,0.17513806,True,0.17056741,0.03419292,0.00088053,43.0,45,0
 17,100000,-130.16576,128,True,30687,0.69511273,1.286e-05,1302,0.17513806,True,0.17056741,0.03419292,0.00088053,43.0,45,1
 17,100000,-381.4495,128,True,30687,0.69511273,1.286e-05,1302,0.17513806,True,0.17056741,0.03419292,0.00088053,43.0,45,2
-18,100000,-161.79102,256,False,67304,0.89938768,0.04269705,687,0.06812028,False,NaN,NaN,NaN,NaN,45,0
-18,100000,-154.27351,256,False,67304,0.89938768,0.04269705,687,0.06812028,False,NaN,NaN,NaN,NaN,45,1
-18,100000,-152.25148,256,False,67304,0.89938768,0.04269705,687,0.06812028,False,NaN,NaN,NaN,NaN,45,2
-19,100000,-615.24347,256,False,103375,0.6751659,0.00120205,1498,0.04121208,False,NaN,NaN,NaN,NaN,45,0
-19,100000,-515.2666,256,False,103375,0.6751659,0.00120205,1498,0.04121208,False,NaN,NaN,NaN,NaN,45,1
-19,100000,-208.38623,256,False,103375,0.6751659,0.00120205,1498,0.04121208,False,NaN,NaN,NaN,NaN,45,2
+18,100000,-161.79102,256,False,67304,0.89938768,0.04269705,687,0.06812028,False,,,,,45,0
+18,100000,-154.27351,256,False,67304,0.89938768,0.04269705,687,0.06812028,False,,,,,45,1
+18,100000,-152.25148,256,False,67304,0.89938768,0.04269705,687,0.06812028,False,,,,,45,2
+19,100000,-615.24347,256,False,103375,0.6751659,0.00120205,1498,0.04121208,False,,,,,45,0
+19,100000,-515.2666,256,False,103375,0.6751659,0.00120205,1498,0.04121208,False,,,,,45,1
+19,100000,-208.38623,256,False,103375,0.6751659,0.00120205,1498,0.04121208,False,,,,,45,2
 20,100000,-87.45181,256,True,56935,0.77726575,0.00010302,1351,0.15325255,True,0.92841774,0.41154534,3.39e-06,47.0,45,0
 20,100000,-182.72296,256,True,56935,0.77726575,0.00010302,1351,0.15325255,True,0.92841774,0.41154534,3.39e-06,47.0,45,1
 20,100000,-213.76227,256,True,56935,0.77726575,0.00010302,1351,0.15325255,True,0.92841774,0.41154534,3.39e-06,47.0,45,2
-21,100000,-163.61136,64,False,52533,0.76733946,4.69e-06,648,0.11463529,True,NaN,NaN,NaN,32.0,45,0
-21,100000,-271.9633,64,False,52533,0.76733946,4.69e-06,648,0.11463529,True,NaN,NaN,NaN,32.0,45,1
-21,100000,-464.70908,64,False,52533,0.76733946,4.69e-06,648,0.11463529,True,NaN,NaN,NaN,32.0,45,2
-22,100000,-934.001,128,False,81705,0.85100857,8.845e-05,1602,0.13141842,True,NaN,NaN,NaN,72.0,45,0
-22,100000,-154.27351,128,False,81705,0.85100857,8.845e-05,1602,0.13141842,True,NaN,NaN,NaN,72.0,45,1
-22,100000,-152.25148,128,False,81705,0.85100857,8.845e-05,1602,0.13141842,True,NaN,NaN,NaN,72.0,45,2
-23,100000,-557.92535,64,True,75064,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,NaN,45,0
-23,100000,-144.23389,64,True,75064,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,NaN,45,1
-23,100000,-158.17159,64,True,75064,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,NaN,45,2
-24,100000,-163.61136,64,False,84477,0.83831513,1.72e-06,514,0.08422269,False,NaN,NaN,NaN,NaN,45,0
-24,100000,-135.63913,64,False,84477,0.83831513,1.72e-06,514,0.08422269,False,NaN,NaN,NaN,NaN,45,1
-24,100000,-152.25148,64,False,84477,0.83831513,1.72e-06,514,0.08422269,False,NaN,NaN,NaN,NaN,45,2
-25,100000,-230.46335,128,True,98943,0.87174089,3.396e-05,1345,0.00562288,False,0.1032561,0.25282532,9.665e-05,NaN,45,0
-25,100000,-464.7611,128,True,98943,0.87174089,3.396e-05,1345,0.00562288,False,0.1032561,0.25282532,9.665e-05,NaN,45,1
-25,100000,-266.41238,128,True,98943,0.87174089,3.396e-05,1345,0.00562288,False,0.1032561,0.25282532,9.665e-05,NaN,45,2
-26,100000,-163.61136,64,False,32112,0.83276815,0.00129712,266,0.05301261,True,NaN,NaN,NaN,60.0,45,0
-26,100000,-154.27351,64,False,32112,0.83276815,0.00129712,266,0.05301261,True,NaN,NaN,NaN,60.0,45,1
-26,100000,-155.54732,64,False,32112,0.83276815,0.00129712,266,0.05301261,True,NaN,NaN,NaN,60.0,45,2
-27,100000,-164.18643,128,False,102945,0.74686325,1.244e-05,1999,0.06651223,False,NaN,NaN,NaN,NaN,45,0
-27,100000,-146.41882,128,False,102945,0.74686325,1.244e-05,1999,0.06651223,False,NaN,NaN,NaN,NaN,45,1
-27,100000,-858.3319,128,False,102945,0.74686325,1.244e-05,1999,0.06651223,False,NaN,NaN,NaN,NaN,45,2
-28,100000,-228.8175,256,True,32575,0.55040183,7.76e-06,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,NaN,45,0
-28,100000,-85.698044,256,True,32575,0.55040183,7.76e-06,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,NaN,45,1
-28,100000,-71.499016,256,True,32575,0.55040183,7.76e-06,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,NaN,45,2
-29,100000,-163.61136,64,False,1431,0.55149884,0.00936881,792,0.02581137,False,NaN,NaN,NaN,NaN,45,0
-29,100000,-152.5686,64,False,1431,0.55149884,0.00936881,792,0.02581137,False,NaN,NaN,NaN,NaN,45,1
-29,100000,-152.25148,64,False,1431,0.55149884,0.00936881,792,0.02581137,False,NaN,NaN,NaN,NaN,45,2
-30,100000,-509.64825,64,False,37959,0.89677549,3.2e-06,224,0.06448721,False,NaN,NaN,NaN,NaN,45,0
-30,100000,-478.17462,64,False,37959,0.89677549,3.2e-06,224,0.06448721,False,NaN,NaN,NaN,NaN,45,1
-30,100000,-528.4219,64,False,37959,0.89677549,3.2e-06,224,0.06448721,False,NaN,NaN,NaN,NaN,45,2
-31,100000,-121.38075,128,False,13446,0.84244273,0.00155599,963,0.11811727,True,NaN,NaN,NaN,82.0,45,0
-31,100000,-569.646,128,False,13446,0.84244273,0.00155599,963,0.11811727,True,NaN,NaN,NaN,82.0,45,1
-31,100000,-281.6438,128,False,13446,0.84244273,0.00155599,963,0.11811727,True,NaN,NaN,NaN,82.0,45,2
-0,100000,-163.61136,64,False,103735,0.60405949,7.71e-06,477,0.13330537,True,NaN,NaN,NaN,82.0,44,0
-0,100000,-154.27351,64,False,103735,0.60405949,7.71e-06,477,0.13330537,True,NaN,NaN,NaN,82.0,44,1
-0,100000,-152.25148,64,False,103735,0.60405949,7.71e-06,477,0.13330537,True,NaN,NaN,NaN,82.0,44,2
+21,100000,-163.61136,64,False,52533,0.76733946,4.69e-06,648,0.11463529,True,,,,32.0,45,0
+21,100000,-271.9633,64,False,52533,0.76733946,4.69e-06,648,0.11463529,True,,,,32.0,45,1
+21,100000,-464.70908,64,False,52533,0.76733946,4.69e-06,648,0.11463529,True,,,,32.0,45,2
+22,100000,-934.001,128,False,81705,0.85100857,8.845e-05,1602,0.13141842,True,,,,72.0,45,0
+22,100000,-154.27351,128,False,81705,0.85100857,8.845e-05,1602,0.13141842,True,,,,72.0,45,1
+22,100000,-152.25148,128,False,81705,0.85100857,8.845e-05,1602,0.13141842,True,,,,72.0,45,2
+23,100000,-557.92535,64,True,75064,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,,45,0
+23,100000,-144.23389,64,True,75064,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,,45,1
+23,100000,-158.17159,64,True,75064,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,,45,2
+24,100000,-163.61136,64,False,84477,0.83831513,1.72e-06,514,0.08422269,False,,,,,45,0
+24,100000,-135.63913,64,False,84477,0.83831513,1.72e-06,514,0.08422269,False,,,,,45,1
+24,100000,-152.25148,64,False,84477,0.83831513,1.72e-06,514,0.08422269,False,,,,,45,2
+25,100000,-230.46335,128,True,98943,0.87174089,3.396e-05,1345,0.00562288,False,0.1032561,0.25282532,9.665e-05,,45,0
+25,100000,-464.7611,128,True,98943,0.87174089,3.396e-05,1345,0.00562288,False,0.1032561,0.25282532,9.665e-05,,45,1
+25,100000,-266.41238,128,True,98943,0.87174089,3.396e-05,1345,0.00562288,False,0.1032561,0.25282532,9.665e-05,,45,2
+26,100000,-163.61136,64,False,32112,0.83276815,0.00129712,266,0.05301261,True,,,,60.0,45,0
+26,100000,-154.27351,64,False,32112,0.83276815,0.00129712,266,0.05301261,True,,,,60.0,45,1
+26,100000,-155.54732,64,False,32112,0.83276815,0.00129712,266,0.05301261,True,,,,60.0,45,2
+27,100000,-164.18643,128,False,102945,0.74686325,1.244e-05,1999,0.06651223,False,,,,,45,0
+27,100000,-146.41882,128,False,102945,0.74686325,1.244e-05,1999,0.06651223,False,,,,,45,1
+27,100000,-858.3319,128,False,102945,0.74686325,1.244e-05,1999,0.06651223,False,,,,,45,2
+28,100000,-228.8175,256,True,32575,0.55040183,7.76e-06,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,,45,0
+28,100000,-85.698044,256,True,32575,0.55040183,7.76e-06,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,,45,1
+28,100000,-71.499016,256,True,32575,0.55040183,7.76e-06,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,,45,2
+29,100000,-163.61136,64,False,1431,0.55149884,0.00936881,792,0.02581137,False,,,,,45,0
+29,100000,-152.5686,64,False,1431,0.55149884,0.00936881,792,0.02581137,False,,,,,45,1
+29,100000,-152.25148,64,False,1431,0.55149884,0.00936881,792,0.02581137,False,,,,,45,2
+30,100000,-509.64825,64,False,37959,0.89677549,3.2e-06,224,0.06448721,False,,,,,45,0
+30,100000,-478.17462,64,False,37959,0.89677549,3.2e-06,224,0.06448721,False,,,,,45,1
+30,100000,-528.4219,64,False,37959,0.89677549,3.2e-06,224,0.06448721,False,,,,,45,2
+31,100000,-121.38075,128,False,13446,0.84244273,0.00155599,963,0.11811727,True,,,,82.0,45,0
+31,100000,-569.646,128,False,13446,0.84244273,0.00155599,963,0.11811727,True,,,,82.0,45,1
+31,100000,-281.6438,128,False,13446,0.84244273,0.00155599,963,0.11811727,True,,,,82.0,45,2
+0,100000,-163.61136,64,False,103735,0.60405949,7.71e-06,477,0.13330537,True,,,,82.0,44,0
+0,100000,-154.27351,64,False,103735,0.60405949,7.71e-06,477,0.13330537,True,,,,82.0,44,1
+0,100000,-152.25148,64,False,103735,0.60405949,7.71e-06,477,0.13330537,True,,,,82.0,44,2
 1,100000,-298.63596,256,True,93026,0.56617915,0.00069243,409,0.00849838,True,0.01195996,0.08682513,2.654e-05,54.0,44,0
 1,100000,-384.21136,256,True,93026,0.56617915,0.00069243,409,0.00849838,True,0.01195996,0.08682513,2.654e-05,54.0,44,1
 1,100000,-268.33734,256,True,93026,0.56617915,0.00069243,409,0.00849838,True,0.01195996,0.08682513,2.654e-05,54.0,44,2
 2,100000,-162.31378,256,True,36607,0.52440828,1.093e-05,1286,0.0039832,True,0.36890697,0.2754745,0.00032449,54.0,44,0
 2,100000,-189.89711,256,True,36607,0.52440828,1.093e-05,1286,0.0039832,True,0.36890697,0.2754745,0.00032449,54.0,44,1
 2,100000,-155.25261,256,True,36607,0.52440828,1.093e-05,1286,0.0039832,True,0.36890697,0.2754745,0.00032449,54.0,44,2
-3,100000,-319.3377,64,False,30231,0.76417997,0.00024072,89,0.00727552,True,NaN,NaN,NaN,78.0,44,0
-3,100000,-28.473873,64,False,30231,0.76417997,0.00024072,89,0.00727552,True,NaN,NaN,NaN,78.0,44,1
-3,100000,-220.25693,64,False,30231,0.76417997,0.00024072,89,0.00727552,True,NaN,NaN,NaN,78.0,44,2
-4,100000,-416.81976,128,False,7840,0.97690476,1.627e-05,1892,0.09696228,False,NaN,NaN,NaN,NaN,44,0
-4,100000,-486.47708,128,False,7840,0.97690476,1.627e-05,1892,0.09696228,False,NaN,NaN,NaN,NaN,44,1
-4,100000,-281.787,128,False,7840,0.97690476,1.627e-05,1892,0.09696228,False,NaN,NaN,NaN,NaN,44,2
-5,100000,-565.2302,64,True,61586,0.72927748,2.739e-05,289,0.02501442,False,0.2255697,0.19484339,3.871e-05,NaN,44,0
-5,100000,-177.28757,64,True,61586,0.72927748,2.739e-05,289,0.02501442,False,0.2255697,0.19484339,3.871e-05,NaN,44,1
-5,100000,-360.8316,64,True,61586,0.72927748,2.739e-05,289,0.02501442,False,0.2255697,0.19484339,3.871e-05,NaN,44,2
-6,100000,-340.31158,64,False,90352,0.57327437,0.00011736,1596,0.11912635,True,NaN,NaN,NaN,30.0,44,0
-6,100000,-264.04514,64,False,90352,0.57327437,0.00011736,1596,0.11912635,True,NaN,NaN,NaN,30.0,44,1
-6,100000,-430.61914,64,False,90352,0.57327437,0.00011736,1596,0.11912635,True,NaN,NaN,NaN,30.0,44,2
+3,100000,-319.3377,64,False,30231,0.76417997,0.00024072,89,0.00727552,True,,,,78.0,44,0
+3,100000,-28.473873,64,False,30231,0.76417997,0.00024072,89,0.00727552,True,,,,78.0,44,1
+3,100000,-220.25693,64,False,30231,0.76417997,0.00024072,89,0.00727552,True,,,,78.0,44,2
+4,100000,-416.81976,128,False,7840,0.97690476,1.627e-05,1892,0.09696228,False,,,,,44,0
+4,100000,-486.47708,128,False,7840,0.97690476,1.627e-05,1892,0.09696228,False,,,,,44,1
+4,100000,-281.787,128,False,7840,0.97690476,1.627e-05,1892,0.09696228,False,,,,,44,2
+5,100000,-565.2302,64,True,61586,0.72927748,2.739e-05,289,0.02501442,False,0.2255697,0.19484339,3.871e-05,,44,0
+5,100000,-177.28757,64,True,61586,0.72927748,2.739e-05,289,0.02501442,False,0.2255697,0.19484339,3.871e-05,,44,1
+5,100000,-360.8316,64,True,61586,0.72927748,2.739e-05,289,0.02501442,False,0.2255697,0.19484339,3.871e-05,,44,2
+6,100000,-340.31158,64,False,90352,0.57327437,0.00011736,1596,0.11912635,True,,,,30.0,44,0
+6,100000,-264.04514,64,False,90352,0.57327437,0.00011736,1596,0.11912635,True,,,,30.0,44,1
+6,100000,-430.61914,64,False,90352,0.57327437,0.00011736,1596,0.11912635,True,,,,30.0,44,2
 7,100000,-425.00842,64,True,116254,0.94625262,9.365e-05,1507,0.18302749,True,0.71749711,0.6733047,0.0007554,36.0,44,0
 7,100000,-368.38513,64,True,116254,0.94625262,9.365e-05,1507,0.18302749,True,0.71749711,0.6733047,0.0007554,36.0,44,1
 7,100000,-215.83905,64,True,116254,0.94625262,9.365e-05,1507,0.18302749,True,0.71749711,0.6733047,0.0007554,36.0,44,2
-8,100000,-83.34799,128,True,32451,0.56921107,0.001319,1674,0.09214805,False,0.87409502,0.59426603,2.63e-06,NaN,44,0
-8,100000,-79.03877,128,True,32451,0.56921107,0.001319,1674,0.09214805,False,0.87409502,0.59426603,2.63e-06,NaN,44,1
-8,100000,-188.92758,128,True,32451,0.56921107,0.001319,1674,0.09214805,False,0.87409502,0.59426603,2.63e-06,NaN,44,2
-9,100000,-245.91068,256,False,91511,0.74634829,0.0115294,684,0.04184128,False,NaN,NaN,NaN,NaN,44,0
-9,100000,-300.8282,256,False,91511,0.74634829,0.0115294,684,0.04184128,False,NaN,NaN,NaN,NaN,44,1
-9,100000,-470.36053,256,False,91511,0.74634829,0.0115294,684,0.04184128,False,NaN,NaN,NaN,NaN,44,2
+8,100000,-83.34799,128,True,32451,0.56921107,0.001319,1674,0.09214805,False,0.87409502,0.59426603,2.63e-06,,44,0
+8,100000,-79.03877,128,True,32451,0.56921107,0.001319,1674,0.09214805,False,0.87409502,0.59426603,2.63e-06,,44,1
+8,100000,-188.92758,128,True,32451,0.56921107,0.001319,1674,0.09214805,False,0.87409502,0.59426603,2.63e-06,,44,2
+9,100000,-245.91068,256,False,91511,0.74634829,0.0115294,684,0.04184128,False,,,,,44,0
+9,100000,-300.8282,256,False,91511,0.74634829,0.0115294,684,0.04184128,False,,,,,44,1
+9,100000,-470.36053,256,False,91511,0.74634829,0.0115294,684,0.04184128,False,,,,,44,2
 10,100000,-934.001,128,True,4785,0.6542582,0.07757139,1087,0.18318188,True,0.5783107,0.24683747,1.2e-07,100.0,44,0
 10,100000,-152.13857,128,True,4785,0.6542582,0.07757139,1087,0.18318188,True,0.5783107,0.24683747,1.2e-07,100.0,44,1
 10,100000,-152.25148,128,True,4785,0.6542582,0.07757139,1087,0.18318188,True,0.5783107,0.24683747,1.2e-07,100.0,44,2
-11,100000,-163.7478,64,False,12379,0.52044633,0.00484214,1599,0.17762618,True,NaN,NaN,NaN,69.0,44,0
-11,100000,-154.27351,64,False,12379,0.52044633,0.00484214,1599,0.17762618,True,NaN,NaN,NaN,69.0,44,1
-11,100000,-161.51079,64,False,12379,0.52044633,0.00484214,1599,0.17762618,True,NaN,NaN,NaN,69.0,44,2
-12,100000,-163.61136,128,True,85433,0.9282389,8.568e-05,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,NaN,44,0
-12,100000,-155.23209,128,True,85433,0.9282389,8.568e-05,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,NaN,44,1
-12,100000,-152.25148,128,True,85433,0.9282389,8.568e-05,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,NaN,44,2
-13,100000,-158.32428,128,True,30229,0.90014776,0.00311317,1424,0.09341959,False,0.82948327,0.34580389,2e-07,NaN,44,0
-13,100000,-154.27351,128,True,30229,0.90014776,0.00311317,1424,0.09341959,False,0.82948327,0.34580389,2e-07,NaN,44,1
-13,100000,-145.95407,128,True,30229,0.90014776,0.00311317,1424,0.09341959,False,0.82948327,0.34580389,2e-07,NaN,44,2
-14,100000,-163.61136,128,True,44836,0.87263546,0.01084176,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,NaN,44,0
-14,100000,-154.27351,128,True,44836,0.87263546,0.01084176,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,NaN,44,1
-14,100000,-152.25148,128,True,44836,0.87263546,0.01084176,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,NaN,44,2
+11,100000,-163.7478,64,False,12379,0.52044633,0.00484214,1599,0.17762618,True,,,,69.0,44,0
+11,100000,-154.27351,64,False,12379,0.52044633,0.00484214,1599,0.17762618,True,,,,69.0,44,1
+11,100000,-161.51079,64,False,12379,0.52044633,0.00484214,1599,0.17762618,True,,,,69.0,44,2
+12,100000,-163.61136,128,True,85433,0.9282389,8.568e-05,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,,44,0
+12,100000,-155.23209,128,True,85433,0.9282389,8.568e-05,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,,44,1
+12,100000,-152.25148,128,True,85433,0.9282389,8.568e-05,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,,44,2
+13,100000,-158.32428,128,True,30229,0.90014776,0.00311317,1424,0.09341959,False,0.82948327,0.34580389,2e-07,,44,0
+13,100000,-154.27351,128,True,30229,0.90014776,0.00311317,1424,0.09341959,False,0.82948327,0.34580389,2e-07,,44,1
+13,100000,-145.95407,128,True,30229,0.90014776,0.00311317,1424,0.09341959,False,0.82948327,0.34580389,2e-07,,44,2
+14,100000,-163.61136,128,True,44836,0.87263546,0.01084176,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,,44,0
+14,100000,-154.27351,128,True,44836,0.87263546,0.01084176,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,,44,1
+14,100000,-152.25148,128,True,44836,0.87263546,0.01084176,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,,44,2
 15,100000,-432.42188,256,True,50880,0.95521004,1.149e-05,520,0.08985127,True,0.2122377,0.35170169,1.71e-06,65.0,44,0
 15,100000,-298.70703,256,True,50880,0.95521004,1.149e-05,520,0.08985127,True,0.2122377,0.35170169,1.71e-06,65.0,44,1
 15,100000,-211.49762,256,True,50880,0.95521004,1.149e-05,520,0.08985127,True,0.2122377,0.35170169,1.71e-06,65.0,44,2
-16,100000,31.153093,256,False,83629,0.79553779,2.77e-06,667,0.13099956,True,NaN,NaN,NaN,30.0,44,0
-16,100000,-141.75179,256,False,83629,0.79553779,2.77e-06,667,0.13099956,True,NaN,NaN,NaN,30.0,44,1
-16,100000,-160.92815,256,False,83629,0.79553779,2.77e-06,667,0.13099956,True,NaN,NaN,NaN,30.0,44,2
-17,100000,136.20695,64,False,21637,0.5801064,0.00018583,1148,0.1145223,True,NaN,NaN,NaN,90.0,44,0
-17,100000,169.17477,64,False,21637,0.5801064,0.00018583,1148,0.1145223,True,NaN,NaN,NaN,90.0,44,1
-17,100000,210.33215,64,False,21637,0.5801064,0.00018583,1148,0.1145223,True,NaN,NaN,NaN,90.0,44,2
+16,100000,31.153093,256,False,83629,0.79553779,2.77e-06,667,0.13099956,True,,,,30.0,44,0
+16,100000,-141.75179,256,False,83629,0.79553779,2.77e-06,667,0.13099956,True,,,,30.0,44,1
+16,100000,-160.92815,256,False,83629,0.79553779,2.77e-06,667,0.13099956,True,,,,30.0,44,2
+17,100000,136.20695,64,False,21637,0.5801064,0.00018583,1148,0.1145223,True,,,,90.0,44,0
+17,100000,169.17477,64,False,21637,0.5801064,0.00018583,1148,0.1145223,True,,,,90.0,44,1
+17,100000,210.33215,64,False,21637,0.5801064,0.00018583,1148,0.1145223,True,,,,90.0,44,2
 18,100000,-214.48282,64,True,34088,0.89757091,0.03020245,791,0.14478454,True,0.67974828,0.27179997,1.32e-06,91.0,44,0
 18,100000,-50.088486,64,True,34088,0.89757091,0.03020245,791,0.14478454,True,0.67974828,0.27179997,1.32e-06,91.0,44,1
 18,100000,-634.35706,64,True,34088,0.89757091,0.03020245,791,0.14478454,True,0.67974828,0.27179997,1.32e-06,91.0,44,2
-19,100000,-561.02606,64,False,15988,0.59389143,0.03522739,1603,0.17851429,True,NaN,NaN,NaN,85.0,44,0
-19,100000,-160.57213,64,False,15988,0.59389143,0.03522739,1603,0.17851429,True,NaN,NaN,NaN,85.0,44,1
-19,100000,-331.45923,64,False,15988,0.59389143,0.03522739,1603,0.17851429,True,NaN,NaN,NaN,85.0,44,2
+19,100000,-561.02606,64,False,15988,0.59389143,0.03522739,1603,0.17851429,True,,,,85.0,44,0
+19,100000,-160.57213,64,False,15988,0.59389143,0.03522739,1603,0.17851429,True,,,,85.0,44,1
+19,100000,-331.45923,64,False,15988,0.59389143,0.03522739,1603,0.17851429,True,,,,85.0,44,2
 20,100000,-162.72678,128,True,55209,0.67717498,0.00035404,467,0.08455563,True,0.34729349,0.37676514,2.7e-07,39.0,44,0
 20,100000,-143.3634,128,True,55209,0.67717498,0.00035404,467,0.08455563,True,0.34729349,0.37676514,2.7e-07,39.0,44,1
 20,100000,-151.57863,128,True,55209,0.67717498,0.00035404,467,0.08455563,True,0.34729349,0.37676514,2.7e-07,39.0,44,2
-21,100000,175.92697,64,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,NaN,44,0
-21,100000,-50.557533,64,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,NaN,44,1
-21,100000,12.247058,64,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,NaN,44,2
-22,100000,-163.61136,128,False,88687,0.99251539,0.00028168,1273,0.15821694,False,NaN,NaN,NaN,NaN,44,0
-22,100000,-146.25623,128,False,88687,0.99251539,0.00028168,1273,0.15821694,False,NaN,NaN,NaN,NaN,44,1
-22,100000,-577.1518,128,False,88687,0.99251539,0.00028168,1273,0.15821694,False,NaN,NaN,NaN,NaN,44,2
-23,100000,-132.72757,256,False,114253,0.72774251,0.01380665,333,0.16783972,False,NaN,NaN,NaN,NaN,44,0
-23,100000,-153.4343,256,False,114253,0.72774251,0.01380665,333,0.16783972,False,NaN,NaN,NaN,NaN,44,1
-23,100000,-123.50024,256,False,114253,0.72774251,0.01380665,333,0.16783972,False,NaN,NaN,NaN,NaN,44,2
-24,100000,71.187836,256,False,3651,0.89799163,0.00040606,1748,0.0280866,False,NaN,NaN,NaN,NaN,44,0
-24,100000,-150.55722,256,False,3651,0.89799163,0.00040606,1748,0.0280866,False,NaN,NaN,NaN,NaN,44,1
-24,100000,-147.08768,256,False,3651,0.89799163,0.00040606,1748,0.0280866,False,NaN,NaN,NaN,NaN,44,2
-25,100000,-145.7136,128,False,92859,0.75268207,0.01157489,575,0.18468338,True,NaN,NaN,NaN,26.0,44,0
-25,100000,-108.31825,128,False,92859,0.75268207,0.01157489,575,0.18468338,True,NaN,NaN,NaN,26.0,44,1
-25,100000,-398.3865,128,False,92859,0.75268207,0.01157489,575,0.18468338,True,NaN,NaN,NaN,26.0,44,2
-26,100000,-253.38017,128,False,25822,0.56130228,0.00062789,1639,0.17373852,False,NaN,NaN,NaN,NaN,44,0
-26,100000,-399.41202,128,False,25822,0.56130228,0.00062789,1639,0.17373852,False,NaN,NaN,NaN,NaN,44,1
-26,100000,-275.22903,128,False,25822,0.56130228,0.00062789,1639,0.17373852,False,NaN,NaN,NaN,NaN,44,2
-27,100000,-78.33058,256,False,91843,0.63852244,4.171e-05,762,0.02273723,False,NaN,NaN,NaN,NaN,44,0
-27,100000,-112.63675,256,False,91843,0.63852244,4.171e-05,762,0.02273723,False,NaN,NaN,NaN,NaN,44,1
-27,100000,-172.00375,256,False,91843,0.63852244,4.171e-05,762,0.02273723,False,NaN,NaN,NaN,NaN,44,2
-28,100000,-575.7717,64,False,92676,0.83095346,0.00023513,116,0.04963599,False,NaN,NaN,NaN,NaN,44,0
-28,100000,-154.27351,64,False,92676,0.83095346,0.00023513,116,0.04963599,False,NaN,NaN,NaN,NaN,44,1
-28,100000,-141.85687,64,False,92676,0.83095346,0.00023513,116,0.04963599,False,NaN,NaN,NaN,NaN,44,2
-29,100000,-161.49893,64,False,69119,0.99637095,0.00047535,875,0.1018977,True,NaN,NaN,NaN,37.0,44,0
-29,100000,-149.80092,64,False,69119,0.99637095,0.00047535,875,0.1018977,True,NaN,NaN,NaN,37.0,44,1
-29,100000,-609.22205,64,False,69119,0.99637095,0.00047535,875,0.1018977,True,NaN,NaN,NaN,37.0,44,2
-30,100000,-174.55504,256,False,49605,0.52704893,0.0003172,393,0.01543272,True,NaN,NaN,NaN,8.0,44,0
-30,100000,-1128.8757,256,False,49605,0.52704893,0.0003172,393,0.01543272,True,NaN,NaN,NaN,8.0,44,1
-30,100000,-129.14293,256,False,49605,0.52704893,0.0003172,393,0.01543272,True,NaN,NaN,NaN,8.0,44,2
+21,100000,175.92697,64,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,,44,0
+21,100000,-50.557533,64,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,,44,1
+21,100000,12.247058,64,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,,44,2
+22,100000,-163.61136,128,False,88687,0.99251539,0.00028168,1273,0.15821694,False,,,,,44,0
+22,100000,-146.25623,128,False,88687,0.99251539,0.00028168,1273,0.15821694,False,,,,,44,1
+22,100000,-577.1518,128,False,88687,0.99251539,0.00028168,1273,0.15821694,False,,,,,44,2
+23,100000,-132.72757,256,False,114253,0.72774251,0.01380665,333,0.16783972,False,,,,,44,0
+23,100000,-153.4343,256,False,114253,0.72774251,0.01380665,333,0.16783972,False,,,,,44,1
+23,100000,-123.50024,256,False,114253,0.72774251,0.01380665,333,0.16783972,False,,,,,44,2
+24,100000,71.187836,256,False,3651,0.89799163,0.00040606,1748,0.0280866,False,,,,,44,0
+24,100000,-150.55722,256,False,3651,0.89799163,0.00040606,1748,0.0280866,False,,,,,44,1
+24,100000,-147.08768,256,False,3651,0.89799163,0.00040606,1748,0.0280866,False,,,,,44,2
+25,100000,-145.7136,128,False,92859,0.75268207,0.01157489,575,0.18468338,True,,,,26.0,44,0
+25,100000,-108.31825,128,False,92859,0.75268207,0.01157489,575,0.18468338,True,,,,26.0,44,1
+25,100000,-398.3865,128,False,92859,0.75268207,0.01157489,575,0.18468338,True,,,,26.0,44,2
+26,100000,-253.38017,128,False,25822,0.56130228,0.00062789,1639,0.17373852,False,,,,,44,0
+26,100000,-399.41202,128,False,25822,0.56130228,0.00062789,1639,0.17373852,False,,,,,44,1
+26,100000,-275.22903,128,False,25822,0.56130228,0.00062789,1639,0.17373852,False,,,,,44,2
+27,100000,-78.33058,256,False,91843,0.63852244,4.171e-05,762,0.02273723,False,,,,,44,0
+27,100000,-112.63675,256,False,91843,0.63852244,4.171e-05,762,0.02273723,False,,,,,44,1
+27,100000,-172.00375,256,False,91843,0.63852244,4.171e-05,762,0.02273723,False,,,,,44,2
+28,100000,-575.7717,64,False,92676,0.83095346,0.00023513,116,0.04963599,False,,,,,44,0
+28,100000,-154.27351,64,False,92676,0.83095346,0.00023513,116,0.04963599,False,,,,,44,1
+28,100000,-141.85687,64,False,92676,0.83095346,0.00023513,116,0.04963599,False,,,,,44,2
+29,100000,-161.49893,64,False,69119,0.99637095,0.00047535,875,0.1018977,True,,,,37.0,44,0
+29,100000,-149.80092,64,False,69119,0.99637095,0.00047535,875,0.1018977,True,,,,37.0,44,1
+29,100000,-609.22205,64,False,69119,0.99637095,0.00047535,875,0.1018977,True,,,,37.0,44,2
+30,100000,-174.55504,256,False,49605,0.52704893,0.0003172,393,0.01543272,True,,,,8.0,44,0
+30,100000,-1128.8757,256,False,49605,0.52704893,0.0003172,393,0.01543272,True,,,,8.0,44,1
+30,100000,-129.14293,256,False,49605,0.52704893,0.0003172,393,0.01543272,True,,,,8.0,44,2
 31,100000,45.477943,256,True,109586,0.72875172,4.479e-05,1692,0.17611553,True,0.09632756,0.28331128,1.796e-05,97.0,44,0
 31,100000,-112.05138,256,True,109586,0.72875172,4.479e-05,1692,0.17611553,True,0.09632756,0.28331128,1.796e-05,97.0,44,1
 31,100000,-45.530983,256,True,109586,0.72875172,4.479e-05,1692,0.17611553,True,0.09632756,0.28331128,1.796e-05,97.0,44,2
 0,100000,-152.5357,64,True,17346,0.51450691,1.92e-06,32,0.1114579,True,0.54777049,0.91105155,4.44e-06,45.0,43,0
 0,100000,-585.29,64,True,17346,0.51450691,1.92e-06,32,0.1114579,True,0.54777049,0.91105155,4.44e-06,45.0,43,1
 0,100000,-858.3319,64,True,17346,0.51450691,1.92e-06,32,0.1114579,True,0.54777049,0.91105155,4.44e-06,45.0,43,2
-1,100000,-166.3103,128,False,42559,0.50018081,0.00958516,1304,0.18046017,False,NaN,NaN,NaN,NaN,43,0
-1,100000,-154.27351,128,False,42559,0.50018081,0.00958516,1304,0.18046017,False,NaN,NaN,NaN,NaN,43,1
-1,100000,-152.25148,128,False,42559,0.50018081,0.00958516,1304,0.18046017,False,NaN,NaN,NaN,NaN,43,2
-2,100000,-163.61136,128,False,111528,0.88844768,0.04096825,116,0.04913854,False,NaN,NaN,NaN,NaN,43,0
-2,100000,-585.6212,128,False,111528,0.88844768,0.04096825,116,0.04913854,False,NaN,NaN,NaN,NaN,43,1
-2,100000,-153.09958,128,False,111528,0.88844768,0.04096825,116,0.04913854,False,NaN,NaN,NaN,NaN,43,2
-3,100000,-172.39127,256,True,86644,0.96220888,0.05773182,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,NaN,43,0
-3,100000,-369.2456,256,True,86644,0.96220888,0.05773182,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,NaN,43,1
-3,100000,-165.44763,256,True,86644,0.96220888,0.05773182,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,NaN,43,2
-4,100000,-211.23317,64,False,33449,0.86753217,2.568e-05,1614,0.05999268,True,NaN,NaN,NaN,4.0,43,0
-4,100000,-404.23297,64,False,33449,0.86753217,2.568e-05,1614,0.05999268,True,NaN,NaN,NaN,4.0,43,1
-4,100000,-245.4502,64,False,33449,0.86753217,2.568e-05,1614,0.05999268,True,NaN,NaN,NaN,4.0,43,2
-5,100000,-121.71825,256,False,34724,0.83862908,7.22e-06,104,0.07808968,False,NaN,NaN,NaN,NaN,43,0
-5,100000,-121.75819,256,False,34724,0.83862908,7.22e-06,104,0.07808968,False,NaN,NaN,NaN,NaN,43,1
-5,100000,-279.76505,256,False,34724,0.83862908,7.22e-06,104,0.07808968,False,NaN,NaN,NaN,NaN,43,2
-6,100000,-239.8736,64,False,3643,0.51354052,0.00053255,1054,0.03124912,False,NaN,NaN,NaN,NaN,43,0
-6,100000,-798.22424,64,False,3643,0.51354052,0.00053255,1054,0.03124912,False,NaN,NaN,NaN,NaN,43,1
-6,100000,-355.86105,64,False,3643,0.51354052,0.00053255,1054,0.03124912,False,NaN,NaN,NaN,NaN,43,2
-7,100000,-437.6223,128,False,105719,0.94077995,3.084e-05,674,0.01682252,True,NaN,NaN,NaN,72.0,43,0
-7,100000,-422.45703,128,False,105719,0.94077995,3.084e-05,674,0.01682252,True,NaN,NaN,NaN,72.0,43,1
-7,100000,-349.85962,128,False,105719,0.94077995,3.084e-05,674,0.01682252,True,NaN,NaN,NaN,72.0,43,2
+1,100000,-166.3103,128,False,42559,0.50018081,0.00958516,1304,0.18046017,False,,,,,43,0
+1,100000,-154.27351,128,False,42559,0.50018081,0.00958516,1304,0.18046017,False,,,,,43,1
+1,100000,-152.25148,128,False,42559,0.50018081,0.00958516,1304,0.18046017,False,,,,,43,2
+2,100000,-163.61136,128,False,111528,0.88844768,0.04096825,116,0.04913854,False,,,,,43,0
+2,100000,-585.6212,128,False,111528,0.88844768,0.04096825,116,0.04913854,False,,,,,43,1
+2,100000,-153.09958,128,False,111528,0.88844768,0.04096825,116,0.04913854,False,,,,,43,2
+3,100000,-172.39127,256,True,86644,0.96220888,0.05773182,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,,43,0
+3,100000,-369.2456,256,True,86644,0.96220888,0.05773182,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,,43,1
+3,100000,-165.44763,256,True,86644,0.96220888,0.05773182,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,,43,2
+4,100000,-211.23317,64,False,33449,0.86753217,2.568e-05,1614,0.05999268,True,,,,4.0,43,0
+4,100000,-404.23297,64,False,33449,0.86753217,2.568e-05,1614,0.05999268,True,,,,4.0,43,1
+4,100000,-245.4502,64,False,33449,0.86753217,2.568e-05,1614,0.05999268,True,,,,4.0,43,2
+5,100000,-121.71825,256,False,34724,0.83862908,7.22e-06,104,0.07808968,False,,,,,43,0
+5,100000,-121.75819,256,False,34724,0.83862908,7.22e-06,104,0.07808968,False,,,,,43,1
+5,100000,-279.76505,256,False,34724,0.83862908,7.22e-06,104,0.07808968,False,,,,,43,2
+6,100000,-239.8736,64,False,3643,0.51354052,0.00053255,1054,0.03124912,False,,,,,43,0
+6,100000,-798.22424,64,False,3643,0.51354052,0.00053255,1054,0.03124912,False,,,,,43,1
+6,100000,-355.86105,64,False,3643,0.51354052,0.00053255,1054,0.03124912,False,,,,,43,2
+7,100000,-437.6223,128,False,105719,0.94077995,3.084e-05,674,0.01682252,True,,,,72.0,43,0
+7,100000,-422.45703,128,False,105719,0.94077995,3.084e-05,674,0.01682252,True,,,,72.0,43,1
+7,100000,-349.85962,128,False,105719,0.94077995,3.084e-05,674,0.01682252,True,,,,72.0,43,2
 8,100000,-580.5104,256,True,89137,0.58201579,0.0379177,1261,0.06686598,True,0.31449423,0.93256208,0.00016768,25.0,43,0
 8,100000,-586.3292,256,True,89137,0.58201579,0.0379177,1261,0.06686598,True,0.31449423,0.93256208,0.00016768,25.0,43,1
 8,100000,-410.32996,256,True,89137,0.58201579,0.0379177,1261,0.06686598,True,0.31449423,0.93256208,0.00016768,25.0,43,2
-9,100000,-618.8186,128,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,NaN,43,0
-9,100000,-99.9456,128,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,NaN,43,1
-9,100000,-127.75098,128,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,NaN,43,2
-10,100000,-376.5157,128,False,5051,0.6308016,0.00016687,308,0.00982639,False,NaN,NaN,NaN,NaN,43,0
-10,100000,-170.09,128,False,5051,0.6308016,0.00016687,308,0.00982639,False,NaN,NaN,NaN,NaN,43,1
-10,100000,-189.64534,128,False,5051,0.6308016,0.00016687,308,0.00982639,False,NaN,NaN,NaN,NaN,43,2
-11,100000,-163.61136,256,True,28824,0.99235582,0.00306417,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,NaN,43,0
-11,100000,-148.60208,256,True,28824,0.99235582,0.00306417,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,NaN,43,1
-11,100000,-142.34283,256,True,28824,0.99235582,0.00306417,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,NaN,43,2
-12,100000,-598.90985,256,False,72496,0.62172763,0.00101451,643,0.03027329,False,NaN,NaN,NaN,NaN,43,0
-12,100000,-136.93454,256,False,72496,0.62172763,0.00101451,643,0.03027329,False,NaN,NaN,NaN,NaN,43,1
-12,100000,-710.44214,256,False,72496,0.62172763,0.00101451,643,0.03027329,False,NaN,NaN,NaN,NaN,43,2
-13,100000,-247.29333,64,True,93249,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,NaN,43,0
-13,100000,-352.85248,64,True,93249,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,NaN,43,1
-13,100000,-297.52267,64,True,93249,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,NaN,43,2
+9,100000,-618.8186,128,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,,43,0
+9,100000,-99.9456,128,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,,43,1
+9,100000,-127.75098,128,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,,43,2
+10,100000,-376.5157,128,False,5051,0.6308016,0.00016687,308,0.00982639,False,,,,,43,0
+10,100000,-170.09,128,False,5051,0.6308016,0.00016687,308,0.00982639,False,,,,,43,1
+10,100000,-189.64534,128,False,5051,0.6308016,0.00016687,308,0.00982639,False,,,,,43,2
+11,100000,-163.61136,256,True,28824,0.99235582,0.00306417,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,,43,0
+11,100000,-148.60208,256,True,28824,0.99235582,0.00306417,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,,43,1
+11,100000,-142.34283,256,True,28824,0.99235582,0.00306417,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,,43,2
+12,100000,-598.90985,256,False,72496,0.62172763,0.00101451,643,0.03027329,False,,,,,43,0
+12,100000,-136.93454,256,False,72496,0.62172763,0.00101451,643,0.03027329,False,,,,,43,1
+12,100000,-710.44214,256,False,72496,0.62172763,0.00101451,643,0.03027329,False,,,,,43,2
+13,100000,-247.29333,64,True,93249,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,,43,0
+13,100000,-352.85248,64,True,93249,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,,43,1
+13,100000,-297.52267,64,True,93249,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,,43,2
 14,100000,-420.90567,128,True,66636,0.70329737,5.12e-06,1769,0.00421314,True,0.54225785,0.29599484,2.721e-05,83.0,43,0
 14,100000,-62.74671,128,True,66636,0.70329737,5.12e-06,1769,0.00421314,True,0.54225785,0.29599484,2.721e-05,83.0,43,1
 14,100000,-191.262,128,True,66636,0.70329737,5.12e-06,1769,0.00421314,True,0.54225785,0.29599484,2.721e-05,83.0,43,2
-15,100000,-163.61136,128,False,7666,0.96898131,0.09845206,158,0.1774289,False,NaN,NaN,NaN,NaN,43,0
-15,100000,-596.7102,128,False,7666,0.96898131,0.09845206,158,0.1774289,False,NaN,NaN,NaN,NaN,43,1
-15,100000,-572.186,128,False,7666,0.96898131,0.09845206,158,0.1774289,False,NaN,NaN,NaN,NaN,43,2
-16,100000,-125.81641,64,False,4871,0.6490902,1.2e-06,210,0.18743212,False,NaN,NaN,NaN,NaN,43,0
-16,100000,-187.3655,64,False,4871,0.6490902,1.2e-06,210,0.18743212,False,NaN,NaN,NaN,NaN,43,1
-16,100000,-205.66891,64,False,4871,0.6490902,1.2e-06,210,0.18743212,False,NaN,NaN,NaN,NaN,43,2
-17,100000,94.3495,128,False,27933,0.77897731,8.661e-05,1823,0.02538879,False,NaN,NaN,NaN,NaN,43,0
-17,100000,170.37897,128,False,27933,0.77897731,8.661e-05,1823,0.02538879,False,NaN,NaN,NaN,NaN,43,1
-17,100000,-89.30674,128,False,27933,0.77897731,8.661e-05,1823,0.02538879,False,NaN,NaN,NaN,NaN,43,2
-18,100000,-953.7597,64,False,76368,0.90726146,0.09026109,911,0.10667463,False,NaN,NaN,NaN,NaN,43,0
-18,100000,-151.71252,64,False,76368,0.90726146,0.09026109,911,0.10667463,False,NaN,NaN,NaN,NaN,43,1
-18,100000,-147.2865,64,False,76368,0.90726146,0.09026109,911,0.10667463,False,NaN,NaN,NaN,NaN,43,2
-19,100000,-162.54254,128,False,53760,0.92692546,0.00052771,1114,0.01640626,True,NaN,NaN,NaN,66.0,43,0
-19,100000,-150.21503,128,False,53760,0.92692546,0.00052771,1114,0.01640626,True,NaN,NaN,NaN,66.0,43,1
-19,100000,-166.03021,128,False,53760,0.92692546,0.00052771,1114,0.01640626,True,NaN,NaN,NaN,66.0,43,2
-20,100000,-188.08273,256,False,103720,0.75527673,3.79e-06,584,0.16605569,True,NaN,NaN,NaN,56.0,43,0
-20,100000,-139.36357,256,False,103720,0.75527673,3.79e-06,584,0.16605569,True,NaN,NaN,NaN,56.0,43,1
-20,100000,-142.06363,256,False,103720,0.75527673,3.79e-06,584,0.16605569,True,NaN,NaN,NaN,56.0,43,2
-21,100000,-255.34386,256,False,14629,0.79653604,3.07e-06,1828,0.16662835,True,NaN,NaN,NaN,13.0,43,0
-21,100000,9.582487,256,False,14629,0.79653604,3.07e-06,1828,0.16662835,True,NaN,NaN,NaN,13.0,43,1
-21,100000,-116.2796,256,False,14629,0.79653604,3.07e-06,1828,0.16662835,True,NaN,NaN,NaN,13.0,43,2
-22,100000,-251.57455,256,True,13461,0.87251815,0.00257765,71,0.1637175,False,0.47969654,0.97371753,2.27e-06,NaN,43,0
-22,100000,-151.85287,256,True,13461,0.87251815,0.00257765,71,0.1637175,False,0.47969654,0.97371753,2.27e-06,NaN,43,1
-22,100000,-152.25626,256,True,13461,0.87251815,0.00257765,71,0.1637175,False,0.47969654,0.97371753,2.27e-06,NaN,43,2
-23,100000,-139.37308,128,False,43216,0.65105958,1.51e-06,1138,0.11343466,True,NaN,NaN,NaN,21.0,43,0
-23,100000,-439.77362,128,False,43216,0.65105958,1.51e-06,1138,0.11343466,True,NaN,NaN,NaN,21.0,43,1
-23,100000,-129.38503,128,False,43216,0.65105958,1.51e-06,1138,0.11343466,True,NaN,NaN,NaN,21.0,43,2
-24,100000,-423.48694,64,False,89144,0.89599221,6.32e-06,520,0.09099824,True,NaN,NaN,NaN,40.0,43,0
-24,100000,74.7421,64,False,89144,0.89599221,6.32e-06,520,0.09099824,True,NaN,NaN,NaN,40.0,43,1
-24,100000,10.4440565,64,False,89144,0.89599221,6.32e-06,520,0.09099824,True,NaN,NaN,NaN,40.0,43,2
+15,100000,-163.61136,128,False,7666,0.96898131,0.09845206,158,0.1774289,False,,,,,43,0
+15,100000,-596.7102,128,False,7666,0.96898131,0.09845206,158,0.1774289,False,,,,,43,1
+15,100000,-572.186,128,False,7666,0.96898131,0.09845206,158,0.1774289,False,,,,,43,2
+16,100000,-125.81641,64,False,4871,0.6490902,1.2e-06,210,0.18743212,False,,,,,43,0
+16,100000,-187.3655,64,False,4871,0.6490902,1.2e-06,210,0.18743212,False,,,,,43,1
+16,100000,-205.66891,64,False,4871,0.6490902,1.2e-06,210,0.18743212,False,,,,,43,2
+17,100000,94.3495,128,False,27933,0.77897731,8.661e-05,1823,0.02538879,False,,,,,43,0
+17,100000,170.37897,128,False,27933,0.77897731,8.661e-05,1823,0.02538879,False,,,,,43,1
+17,100000,-89.30674,128,False,27933,0.77897731,8.661e-05,1823,0.02538879,False,,,,,43,2
+18,100000,-953.7597,64,False,76368,0.90726146,0.09026109,911,0.10667463,False,,,,,43,0
+18,100000,-151.71252,64,False,76368,0.90726146,0.09026109,911,0.10667463,False,,,,,43,1
+18,100000,-147.2865,64,False,76368,0.90726146,0.09026109,911,0.10667463,False,,,,,43,2
+19,100000,-162.54254,128,False,53760,0.92692546,0.00052771,1114,0.01640626,True,,,,66.0,43,0
+19,100000,-150.21503,128,False,53760,0.92692546,0.00052771,1114,0.01640626,True,,,,66.0,43,1
+19,100000,-166.03021,128,False,53760,0.92692546,0.00052771,1114,0.01640626,True,,,,66.0,43,2
+20,100000,-188.08273,256,False,103720,0.75527673,3.79e-06,584,0.16605569,True,,,,56.0,43,0
+20,100000,-139.36357,256,False,103720,0.75527673,3.79e-06,584,0.16605569,True,,,,56.0,43,1
+20,100000,-142.06363,256,False,103720,0.75527673,3.79e-06,584,0.16605569,True,,,,56.0,43,2
+21,100000,-255.34386,256,False,14629,0.79653604,3.07e-06,1828,0.16662835,True,,,,13.0,43,0
+21,100000,9.582487,256,False,14629,0.79653604,3.07e-06,1828,0.16662835,True,,,,13.0,43,1
+21,100000,-116.2796,256,False,14629,0.79653604,3.07e-06,1828,0.16662835,True,,,,13.0,43,2
+22,100000,-251.57455,256,True,13461,0.87251815,0.00257765,71,0.1637175,False,0.47969654,0.97371753,2.27e-06,,43,0
+22,100000,-151.85287,256,True,13461,0.87251815,0.00257765,71,0.1637175,False,0.47969654,0.97371753,2.27e-06,,43,1
+22,100000,-152.25626,256,True,13461,0.87251815,0.00257765,71,0.1637175,False,0.47969654,0.97371753,2.27e-06,,43,2
+23,100000,-139.37308,128,False,43216,0.65105958,1.51e-06,1138,0.11343466,True,,,,21.0,43,0
+23,100000,-439.77362,128,False,43216,0.65105958,1.51e-06,1138,0.11343466,True,,,,21.0,43,1
+23,100000,-129.38503,128,False,43216,0.65105958,1.51e-06,1138,0.11343466,True,,,,21.0,43,2
+24,100000,-423.48694,64,False,89144,0.89599221,6.32e-06,520,0.09099824,True,,,,40.0,43,0
+24,100000,74.7421,64,False,89144,0.89599221,6.32e-06,520,0.09099824,True,,,,40.0,43,1
+24,100000,10.4440565,64,False,89144,0.89599221,6.32e-06,520,0.09099824,True,,,,40.0,43,2
 25,100000,-363.44226,256,True,47583,0.78178756,0.03594624,478,0.18142866,True,0.48774122,0.09809442,1.02e-06,62.0,43,0
 25,100000,-250.31473,256,True,47583,0.78178756,0.03594624,478,0.18142866,True,0.48774122,0.09809442,1.02e-06,62.0,43,1
 25,100000,-257.8164,256,True,47583,0.78178756,0.03594624,478,0.18142866,True,0.48774122,0.09809442,1.02e-06,62.0,43,2
-26,100000,154.4739,128,False,58276,0.91078482,0.00058516,241,0.10766683,True,NaN,NaN,NaN,58.0,43,0
-26,100000,-112.211845,128,False,58276,0.91078482,0.00058516,241,0.10766683,True,NaN,NaN,NaN,58.0,43,1
-26,100000,-118.53822,128,False,58276,0.91078482,0.00058516,241,0.10766683,True,NaN,NaN,NaN,58.0,43,2
+26,100000,154.4739,128,False,58276,0.91078482,0.00058516,241,0.10766683,True,,,,58.0,43,0
+26,100000,-112.211845,128,False,58276,0.91078482,0.00058516,241,0.10766683,True,,,,58.0,43,1
+26,100000,-118.53822,128,False,58276,0.91078482,0.00058516,241,0.10766683,True,,,,58.0,43,2
 27,100000,-161.96762,128,True,4616,0.93419044,0.00014819,837,0.12889453,True,0.39597958,0.59858233,5.016e-05,55.0,43,0
 27,100000,-153.78249,128,True,4616,0.93419044,0.00014819,837,0.12889453,True,0.39597958,0.59858233,5.016e-05,55.0,43,1
 27,100000,-152.25148,128,True,4616,0.93419044,0.00014819,837,0.12889453,True,0.39597958,0.59858233,5.016e-05,55.0,43,2
-28,100000,223.29535,128,True,36912,0.54626109,0.00011912,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,NaN,43,0
-28,100000,-132.13908,128,True,36912,0.54626109,0.00011912,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,NaN,43,1
-28,100000,-118.97593,128,True,36912,0.54626109,0.00011912,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,NaN,43,2
-29,100000,-282.29352,256,False,59480,0.55228418,0.00036975,986,0.06754,True,NaN,NaN,NaN,62.0,43,0
-29,100000,-139.84494,256,False,59480,0.55228418,0.00036975,986,0.06754,True,NaN,NaN,NaN,62.0,43,1
-29,100000,-150.32309,256,False,59480,0.55228418,0.00036975,986,0.06754,True,NaN,NaN,NaN,62.0,43,2
-30,100000,73.9274,256,False,56541,0.9123164,0.00570074,523,0.08105613,True,NaN,NaN,NaN,27.0,43,0
-30,100000,-81.890686,256,False,56541,0.9123164,0.00570074,523,0.08105613,True,NaN,NaN,NaN,27.0,43,1
-30,100000,106.18423,256,False,56541,0.9123164,0.00570074,523,0.08105613,True,NaN,NaN,NaN,27.0,43,2
-31,100000,9.61392,256,True,76511,0.55808698,0.04261646,547,0.07860637,False,0.64140431,0.51786661,1.1e-07,NaN,43,0
-31,100000,193.18396,256,True,76511,0.55808698,0.04261646,547,0.07860637,False,0.64140431,0.51786661,1.1e-07,NaN,43,1
-31,100000,-141.82979,256,True,76511,0.55808698,0.04261646,547,0.07860637,False,0.64140431,0.51786661,1.1e-07,NaN,43,2
-0,100000,-160.50653,128,False,52635,0.69703109,2.821e-05,1268,0.01048299,True,NaN,NaN,NaN,100.0,46,0
-0,100000,-147.28078,128,False,52635,0.69703109,2.821e-05,1268,0.01048299,True,NaN,NaN,NaN,100.0,46,1
-0,100000,-151.72284,128,False,52635,0.69703109,2.821e-05,1268,0.01048299,True,NaN,NaN,NaN,100.0,46,2
-1,100000,-107.206955,64,False,54715,0.91792586,0.02259034,1389,0.04513368,True,NaN,NaN,NaN,17.0,46,0
-1,100000,-307.09277,64,False,54715,0.91792586,0.02259034,1389,0.04513368,True,NaN,NaN,NaN,17.0,46,1
-1,100000,-122.39821,64,False,54715,0.91792586,0.02259034,1389,0.04513368,True,NaN,NaN,NaN,17.0,46,2
+28,100000,223.29535,128,True,36912,0.54626109,0.00011912,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,,43,0
+28,100000,-132.13908,128,True,36912,0.54626109,0.00011912,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,,43,1
+28,100000,-118.97593,128,True,36912,0.54626109,0.00011912,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,,43,2
+29,100000,-282.29352,256,False,59480,0.55228418,0.00036975,986,0.06754,True,,,,62.0,43,0
+29,100000,-139.84494,256,False,59480,0.55228418,0.00036975,986,0.06754,True,,,,62.0,43,1
+29,100000,-150.32309,256,False,59480,0.55228418,0.00036975,986,0.06754,True,,,,62.0,43,2
+30,100000,73.9274,256,False,56541,0.9123164,0.00570074,523,0.08105613,True,,,,27.0,43,0
+30,100000,-81.890686,256,False,56541,0.9123164,0.00570074,523,0.08105613,True,,,,27.0,43,1
+30,100000,106.18423,256,False,56541,0.9123164,0.00570074,523,0.08105613,True,,,,27.0,43,2
+31,100000,9.61392,256,True,76511,0.55808698,0.04261646,547,0.07860637,False,0.64140431,0.51786661,1.1e-07,,43,0
+31,100000,193.18396,256,True,76511,0.55808698,0.04261646,547,0.07860637,False,0.64140431,0.51786661,1.1e-07,,43,1
+31,100000,-141.82979,256,True,76511,0.55808698,0.04261646,547,0.07860637,False,0.64140431,0.51786661,1.1e-07,,43,2
+0,100000,-160.50653,128,False,52635,0.69703109,2.821e-05,1268,0.01048299,True,,,,100.0,46,0
+0,100000,-147.28078,128,False,52635,0.69703109,2.821e-05,1268,0.01048299,True,,,,100.0,46,1
+0,100000,-151.72284,128,False,52635,0.69703109,2.821e-05,1268,0.01048299,True,,,,100.0,46,2
+1,100000,-107.206955,64,False,54715,0.91792586,0.02259034,1389,0.04513368,True,,,,17.0,46,0
+1,100000,-307.09277,64,False,54715,0.91792586,0.02259034,1389,0.04513368,True,,,,17.0,46,1
+1,100000,-122.39821,64,False,54715,0.91792586,0.02259034,1389,0.04513368,True,,,,17.0,46,2
 2,100000,-934.001,64,True,46703,0.53665662,0.00344956,1731,0.18859817,True,0.59873965,0.76173852,1e-07,87.0,46,0
 2,100000,-147.65839,64,True,46703,0.53665662,0.00344956,1731,0.18859817,True,0.59873965,0.76173852,1e-07,87.0,46,1
 2,100000,-622.2648,64,True,46703,0.53665662,0.00344956,1731,0.18859817,True,0.59873965,0.76173852,1e-07,87.0,46,2
@@ -398,18 +398,18 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 4,100000,-227.60776,64,True,98738,0.80324019,0.00110971,1472,0.11866347,True,0.61143255,0.98597003,5.42e-06,89.0,46,0
 4,100000,-152.47458,64,True,98738,0.80324019,0.00110971,1472,0.11866347,True,0.61143255,0.98597003,5.42e-06,89.0,46,1
 4,100000,-337.42368,64,True,98738,0.80324019,0.00110971,1472,0.11866347,True,0.61143255,0.98597003,5.42e-06,89.0,46,2
-5,100000,-454.33133,256,False,38575,0.99324587,0.00119601,783,0.04082521,False,NaN,NaN,NaN,NaN,46,0
-5,100000,-98.93003,256,False,38575,0.99324587,0.00119601,783,0.04082521,False,NaN,NaN,NaN,NaN,46,1
-5,100000,-285.2276,256,False,38575,0.99324587,0.00119601,783,0.04082521,False,NaN,NaN,NaN,NaN,46,2
-6,100000,-188.73016,128,False,74818,0.50659622,0.0009659,905,0.00352992,False,NaN,NaN,NaN,NaN,46,0
-6,100000,-818.2129,128,False,74818,0.50659622,0.0009659,905,0.00352992,False,NaN,NaN,NaN,NaN,46,1
-6,100000,-147.40215,128,False,74818,0.50659622,0.0009659,905,0.00352992,False,NaN,NaN,NaN,NaN,46,2
-7,100000,-157.38336,64,False,70529,0.63653402,2.11e-06,2008,0.10202313,False,NaN,NaN,NaN,NaN,46,0
-7,100000,-251.18228,64,False,70529,0.63653402,2.11e-06,2008,0.10202313,False,NaN,NaN,NaN,NaN,46,1
-7,100000,-101.38319,64,False,70529,0.63653402,2.11e-06,2008,0.10202313,False,NaN,NaN,NaN,NaN,46,2
-8,100000,-316.23212,64,True,1291,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,NaN,46,0
-8,100000,-194.69835,64,True,1291,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,NaN,46,1
-8,100000,-170.00464,64,True,1291,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,NaN,46,2
+5,100000,-454.33133,256,False,38575,0.99324587,0.00119601,783,0.04082521,False,,,,,46,0
+5,100000,-98.93003,256,False,38575,0.99324587,0.00119601,783,0.04082521,False,,,,,46,1
+5,100000,-285.2276,256,False,38575,0.99324587,0.00119601,783,0.04082521,False,,,,,46,2
+6,100000,-188.73016,128,False,74818,0.50659622,0.0009659,905,0.00352992,False,,,,,46,0
+6,100000,-818.2129,128,False,74818,0.50659622,0.0009659,905,0.00352992,False,,,,,46,1
+6,100000,-147.40215,128,False,74818,0.50659622,0.0009659,905,0.00352992,False,,,,,46,2
+7,100000,-157.38336,64,False,70529,0.63653402,2.11e-06,2008,0.10202313,False,,,,,46,0
+7,100000,-251.18228,64,False,70529,0.63653402,2.11e-06,2008,0.10202313,False,,,,,46,1
+7,100000,-101.38319,64,False,70529,0.63653402,2.11e-06,2008,0.10202313,False,,,,,46,2
+8,100000,-316.23212,64,True,1291,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,,46,0
+8,100000,-194.69835,64,True,1291,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,,46,1
+8,100000,-170.00464,64,True,1291,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,,46,2
 9,100000,-879.34314,128,True,7858,0.51712145,2.787e-05,905,0.01731761,True,0.18538033,0.63593815,3.01e-06,25.0,46,0
 9,100000,-154.2318,128,True,7858,0.51712145,2.787e-05,905,0.01731761,True,0.18538033,0.63593815,3.01e-06,25.0,46,1
 9,100000,-570.09973,128,True,7858,0.51712145,2.787e-05,905,0.01731761,True,0.18538033,0.63593815,3.01e-06,25.0,46,2
@@ -419,63 +419,63 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 11,100000,-165.73929,64,True,34523,0.80955349,0.00477016,403,0.00680405,True,0.78639349,0.15557144,2.9e-07,99.0,46,0
 11,100000,-153.02066,64,True,34523,0.80955349,0.00477016,403,0.00680405,True,0.78639349,0.15557144,2.9e-07,99.0,46,1
 11,100000,-152.25148,64,True,34523,0.80955349,0.00477016,403,0.00680405,True,0.78639349,0.15557144,2.9e-07,99.0,46,2
-12,100000,-79.29764,64,True,81855,0.94889846,0.01026141,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,NaN,46,0
-12,100000,-319.0761,64,True,81855,0.94889846,0.01026141,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,NaN,46,1
-12,100000,-81.11711,64,True,81855,0.94889846,0.01026141,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,NaN,46,2
-13,100000,-208.61423,256,False,9516,0.6653367,7.675e-05,522,0.04481315,True,NaN,NaN,NaN,46.0,46,0
-13,100000,-818.2129,256,False,9516,0.6653367,7.675e-05,522,0.04481315,True,NaN,NaN,NaN,46.0,46,1
-13,100000,-148.6755,256,False,9516,0.6653367,7.675e-05,522,0.04481315,True,NaN,NaN,NaN,46.0,46,2
-14,100000,-168.94821,64,False,117623,0.85685073,3.09e-06,2024,0.18121206,True,NaN,NaN,NaN,11.0,46,0
-14,100000,-135.5445,64,False,117623,0.85685073,3.09e-06,2024,0.18121206,True,NaN,NaN,NaN,11.0,46,1
-14,100000,-288.62885,64,False,117623,0.85685073,3.09e-06,2024,0.18121206,True,NaN,NaN,NaN,11.0,46,2
-15,100000,-177.46352,256,False,1773,0.95427356,2.285e-05,798,0.09866776,True,NaN,NaN,NaN,87.0,46,0
-15,100000,-413.87756,256,False,1773,0.95427356,2.285e-05,798,0.09866776,True,NaN,NaN,NaN,87.0,46,1
-15,100000,-598.73846,256,False,1773,0.95427356,2.285e-05,798,0.09866776,True,NaN,NaN,NaN,87.0,46,2
-16,100000,-179.60384,64,False,78040,0.85758611,0.02362363,1903,0.0837656,False,NaN,NaN,NaN,NaN,46,0
-16,100000,-300.75793,64,False,78040,0.85758611,0.02362363,1903,0.0837656,False,NaN,NaN,NaN,NaN,46,1
-16,100000,-170.51628,64,False,78040,0.85758611,0.02362363,1903,0.0837656,False,NaN,NaN,NaN,NaN,46,2
-17,100000,-160.36441,128,False,82005,0.80042539,0.00598875,1128,0.04923557,True,NaN,NaN,NaN,37.0,46,0
-17,100000,-135.89697,128,False,82005,0.80042539,0.00598875,1128,0.04923557,True,NaN,NaN,NaN,37.0,46,1
-17,100000,-151.53322,128,False,82005,0.80042539,0.00598875,1128,0.04923557,True,NaN,NaN,NaN,37.0,46,2
+12,100000,-79.29764,64,True,81855,0.94889846,0.01026141,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,,46,0
+12,100000,-319.0761,64,True,81855,0.94889846,0.01026141,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,,46,1
+12,100000,-81.11711,64,True,81855,0.94889846,0.01026141,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,,46,2
+13,100000,-208.61423,256,False,9516,0.6653367,7.675e-05,522,0.04481315,True,,,,46.0,46,0
+13,100000,-818.2129,256,False,9516,0.6653367,7.675e-05,522,0.04481315,True,,,,46.0,46,1
+13,100000,-148.6755,256,False,9516,0.6653367,7.675e-05,522,0.04481315,True,,,,46.0,46,2
+14,100000,-168.94821,64,False,117623,0.85685073,3.09e-06,2024,0.18121206,True,,,,11.0,46,0
+14,100000,-135.5445,64,False,117623,0.85685073,3.09e-06,2024,0.18121206,True,,,,11.0,46,1
+14,100000,-288.62885,64,False,117623,0.85685073,3.09e-06,2024,0.18121206,True,,,,11.0,46,2
+15,100000,-177.46352,256,False,1773,0.95427356,2.285e-05,798,0.09866776,True,,,,87.0,46,0
+15,100000,-413.87756,256,False,1773,0.95427356,2.285e-05,798,0.09866776,True,,,,87.0,46,1
+15,100000,-598.73846,256,False,1773,0.95427356,2.285e-05,798,0.09866776,True,,,,87.0,46,2
+16,100000,-179.60384,64,False,78040,0.85758611,0.02362363,1903,0.0837656,False,,,,,46,0
+16,100000,-300.75793,64,False,78040,0.85758611,0.02362363,1903,0.0837656,False,,,,,46,1
+16,100000,-170.51628,64,False,78040,0.85758611,0.02362363,1903,0.0837656,False,,,,,46,2
+17,100000,-160.36441,128,False,82005,0.80042539,0.00598875,1128,0.04923557,True,,,,37.0,46,0
+17,100000,-135.89697,128,False,82005,0.80042539,0.00598875,1128,0.04923557,True,,,,37.0,46,1
+17,100000,-151.53322,128,False,82005,0.80042539,0.00598875,1128,0.04923557,True,,,,37.0,46,2
 18,100000,-148.98843,64,True,39339,0.6174475,0.00653467,314,0.17649297,True,0.67555296,0.03814238,2.5e-07,28.0,46,0
 18,100000,-154.27351,64,True,39339,0.6174475,0.00653467,314,0.17649297,True,0.67555296,0.03814238,2.5e-07,28.0,46,1
 18,100000,-151.57202,64,True,39339,0.6174475,0.00653467,314,0.17649297,True,0.67555296,0.03814238,2.5e-07,28.0,46,2
-19,100000,-408.94788,256,True,1308,0.99299644,1.119e-05,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,NaN,46,0
-19,100000,-351.4988,256,True,1308,0.99299644,1.119e-05,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,NaN,46,1
-19,100000,-526.15845,256,True,1308,0.99299644,1.119e-05,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,NaN,46,2
-20,100000,-259.97638,128,False,105132,0.51960703,4.602e-05,809,0.13086235,True,NaN,NaN,NaN,94.0,46,0
-20,100000,-95.698105,128,False,105132,0.51960703,4.602e-05,809,0.13086235,True,NaN,NaN,NaN,94.0,46,1
-20,100000,-49.592278,128,False,105132,0.51960703,4.602e-05,809,0.13086235,True,NaN,NaN,NaN,94.0,46,2
-21,100000,-231.8404,256,True,2870,0.78466348,2.16e-06,1137,0.02356971,False,0.48827003,0.78391394,0.00043113,NaN,46,0
-21,100000,-414.03143,256,True,2870,0.78466348,2.16e-06,1137,0.02356971,False,0.48827003,0.78391394,0.00043113,NaN,46,1
-21,100000,-309.76517,256,True,2870,0.78466348,2.16e-06,1137,0.02356971,False,0.48827003,0.78391394,0.00043113,NaN,46,2
+19,100000,-408.94788,256,True,1308,0.99299644,1.119e-05,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,,46,0
+19,100000,-351.4988,256,True,1308,0.99299644,1.119e-05,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,,46,1
+19,100000,-526.15845,256,True,1308,0.99299644,1.119e-05,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,,46,2
+20,100000,-259.97638,128,False,105132,0.51960703,4.602e-05,809,0.13086235,True,,,,94.0,46,0
+20,100000,-95.698105,128,False,105132,0.51960703,4.602e-05,809,0.13086235,True,,,,94.0,46,1
+20,100000,-49.592278,128,False,105132,0.51960703,4.602e-05,809,0.13086235,True,,,,94.0,46,2
+21,100000,-231.8404,256,True,2870,0.78466348,2.16e-06,1137,0.02356971,False,0.48827003,0.78391394,0.00043113,,46,0
+21,100000,-414.03143,256,True,2870,0.78466348,2.16e-06,1137,0.02356971,False,0.48827003,0.78391394,0.00043113,,46,1
+21,100000,-309.76517,256,True,2870,0.78466348,2.16e-06,1137,0.02356971,False,0.48827003,0.78391394,0.00043113,,46,2
 22,100000,-258.03232,256,True,114589,0.73004447,0.01506559,82,0.05563632,True,0.54829583,0.58274402,1.019e-05,66.0,46,0
 22,100000,-256.898,256,True,114589,0.73004447,0.01506559,82,0.05563632,True,0.54829583,0.58274402,1.019e-05,66.0,46,1
 22,100000,-276.30518,256,True,114589,0.73004447,0.01506559,82,0.05563632,True,0.54829583,0.58274402,1.019e-05,66.0,46,2
-23,100000,-133.53346,256,False,58809,0.98006682,2.9e-05,1656,0.16124832,False,NaN,NaN,NaN,NaN,46,0
-23,100000,-559.4668,256,False,58809,0.98006682,2.9e-05,1656,0.16124832,False,NaN,NaN,NaN,NaN,46,1
-23,100000,-404.6179,256,False,58809,0.98006682,2.9e-05,1656,0.16124832,False,NaN,NaN,NaN,NaN,46,2
-24,100000,-466.0561,128,True,17228,0.74247039,0.00071601,539,0.14001727,False,0.46990778,0.9258991,3.1e-07,NaN,46,0
-24,100000,-182.24911,128,True,17228,0.74247039,0.00071601,539,0.14001727,False,0.46990778,0.9258991,3.1e-07,NaN,46,1
-24,100000,-276.8171,128,True,17228,0.74247039,0.00071601,539,0.14001727,False,0.46990778,0.9258991,3.1e-07,NaN,46,2
-25,100000,-682.0928,256,True,52212,0.6078756,0.01467093,635,0.06021954,False,0.91931402,0.86409075,2.77e-06,NaN,46,0
-25,100000,-382.1579,256,True,52212,0.6078756,0.01467093,635,0.06021954,False,0.91931402,0.86409075,2.77e-06,NaN,46,1
-25,100000,-354.14053,256,True,52212,0.6078756,0.01467093,635,0.06021954,False,0.91931402,0.86409075,2.77e-06,NaN,46,2
-26,100000,-15.839235,128,False,47254,0.51521765,0.00066765,1689,0.0942747,False,NaN,NaN,NaN,NaN,46,0
-26,100000,-210.10468,128,False,47254,0.51521765,0.00066765,1689,0.0942747,False,NaN,NaN,NaN,NaN,46,1
-26,100000,-148.3586,128,False,47254,0.51521765,0.00066765,1689,0.0942747,False,NaN,NaN,NaN,NaN,46,2
+23,100000,-133.53346,256,False,58809,0.98006682,2.9e-05,1656,0.16124832,False,,,,,46,0
+23,100000,-559.4668,256,False,58809,0.98006682,2.9e-05,1656,0.16124832,False,,,,,46,1
+23,100000,-404.6179,256,False,58809,0.98006682,2.9e-05,1656,0.16124832,False,,,,,46,2
+24,100000,-466.0561,128,True,17228,0.74247039,0.00071601,539,0.14001727,False,0.46990778,0.9258991,3.1e-07,,46,0
+24,100000,-182.24911,128,True,17228,0.74247039,0.00071601,539,0.14001727,False,0.46990778,0.9258991,3.1e-07,,46,1
+24,100000,-276.8171,128,True,17228,0.74247039,0.00071601,539,0.14001727,False,0.46990778,0.9258991,3.1e-07,,46,2
+25,100000,-682.0928,256,True,52212,0.6078756,0.01467093,635,0.06021954,False,0.91931402,0.86409075,2.77e-06,,46,0
+25,100000,-382.1579,256,True,52212,0.6078756,0.01467093,635,0.06021954,False,0.91931402,0.86409075,2.77e-06,,46,1
+25,100000,-354.14053,256,True,52212,0.6078756,0.01467093,635,0.06021954,False,0.91931402,0.86409075,2.77e-06,,46,2
+26,100000,-15.839235,128,False,47254,0.51521765,0.00066765,1689,0.0942747,False,,,,,46,0
+26,100000,-210.10468,128,False,47254,0.51521765,0.00066765,1689,0.0942747,False,,,,,46,1
+26,100000,-148.3586,128,False,47254,0.51521765,0.00066765,1689,0.0942747,False,,,,,46,2
 27,100000,-278.9206,256,True,3117,0.73593861,0.00092579,551,0.08994078,True,0.98326546,0.4557987,2.587e-05,33.0,46,0
 27,100000,-248.02374,256,True,3117,0.73593861,0.00092579,551,0.08994078,True,0.98326546,0.4557987,2.587e-05,33.0,46,1
 27,100000,-141.6929,256,True,3117,0.73593861,0.00092579,551,0.08994078,True,0.98326546,0.4557987,2.587e-05,33.0,46,2
-28,100000,-162.00592,128,False,40439,0.67653804,5.12e-06,1614,0.10158356,True,NaN,NaN,NaN,36.0,46,0
-28,100000,-152.27777,128,False,40439,0.67653804,5.12e-06,1614,0.10158356,True,NaN,NaN,NaN,36.0,46,1
-28,100000,-141.2999,128,False,40439,0.67653804,5.12e-06,1614,0.10158356,True,NaN,NaN,NaN,36.0,46,2
-29,100000,-285.3192,64,True,84607,0.63828504,0.0043805,1019,0.02883898,False,0.86351878,0.43955964,3.232e-05,NaN,46,0
-29,100000,-248.10223,64,True,84607,0.63828504,0.0043805,1019,0.02883898,False,0.86351878,0.43955964,3.232e-05,NaN,46,1
-29,100000,-244.55843,64,True,84607,0.63828504,0.0043805,1019,0.02883898,False,0.86351878,0.43955964,3.232e-05,NaN,46,2
+28,100000,-162.00592,128,False,40439,0.67653804,5.12e-06,1614,0.10158356,True,,,,36.0,46,0
+28,100000,-152.27777,128,False,40439,0.67653804,5.12e-06,1614,0.10158356,True,,,,36.0,46,1
+28,100000,-141.2999,128,False,40439,0.67653804,5.12e-06,1614,0.10158356,True,,,,36.0,46,2
+29,100000,-285.3192,64,True,84607,0.63828504,0.0043805,1019,0.02883898,False,0.86351878,0.43955964,3.232e-05,,46,0
+29,100000,-248.10223,64,True,84607,0.63828504,0.0043805,1019,0.02883898,False,0.86351878,0.43955964,3.232e-05,,46,1
+29,100000,-244.55843,64,True,84607,0.63828504,0.0043805,1019,0.02883898,False,0.86351878,0.43955964,3.232e-05,,46,2
 30,100000,-30.461487,256,True,92535,0.58676605,0.00111558,621,0.12391523,True,0.02929697,0.8624734,1.14e-06,29.0,46,0
 30,100000,-436.20255,256,True,92535,0.58676605,0.00111558,621,0.12391523,True,0.02929697,0.8624734,1.14e-06,29.0,46,1
 30,100000,-124.57295,256,True,92535,0.58676605,0.00111558,621,0.12391523,True,0.02929697,0.8624734,1.14e-06,29.0,46,2
-31,100000,-278.6795,64,True,96225,0.73148228,0.00180823,1453,0.14947533,False,0.4513842,0.77442635,0.0005287,NaN,46,0
-31,100000,-247.13739,64,True,96225,0.73148228,0.00180823,1453,0.14947533,False,0.4513842,0.77442635,0.0005287,NaN,46,1
-31,100000,-64.84926,64,True,96225,0.73148228,0.00180823,1453,0.14947533,False,0.4513842,0.77442635,0.0005287,NaN,46,2
+31,100000,-278.6795,64,True,96225,0.73148228,0.00180823,1453,0.14947533,False,0.4513842,0.77442635,0.0005287,,46,0
+31,100000,-247.13739,64,True,96225,0.73148228,0.00180823,1453,0.14947533,False,0.4513842,0.77442635,0.0005287,,46,1
+31,100000,-64.84926,64,True,96225,0.73148228,0.00180823,1453,0.14947533,False,0.4513842,0.77442635,0.0005287,,46,2

rs/brax_ant_ppo.csv

@@ -405,7 +405,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 6,50000000,823.48553,0.1334218,0.49324587,0.9230479,0.0010613,0.29359189,2048,True,0.27095098,0.74796968,46,1
 6,50000000,853.13,0.1334218,0.49324587,0.9230479,0.0010613,0.29359189,2048,True,0.27095098,0.74796968,46,2
 7,50000000,-50580873999999.99,0.34939527,0.40404665,0.80263717,0.0009659,0.07341692,1024,True,0.30562082,0.38038131,46,0
-7,50000000,-984781040000000.1,0.34939527,0.40404665,0.80263717,0.0009659,0.07341692,1024,True,0.30562082,0.38038131,46,1
+7,50000000,-984781040000000.0,0.34939527,0.40404665,0.80263717,0.0009659,0.07341692,1024,True,0.30562082,0.38038131,46,1
 7,50000000,-698357950.0,0.34939527,0.40404665,0.80263717,0.0009659,0.07341692,1024,True,0.30562082,0.38038131,46,2
 8,50000000,3056.3271,0.10580935,0.2877391,0.94784186,0.00017914,0.22922621,512,True,0.40119413,0.84880913,46,0
 8,50000000,3055.6057,0.10580935,0.2877391,0.94784186,0.00017914,0.22922621,512,True,0.40119413,0.84880913,46,1

rs/brax_ant_sac.csv

@@ -2,180 +2,180 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 0,5000000,3950.7256,2048,True,1137098,0.00347027,5311,1.67380858,True,0.98339858,0.02313231,1e-08,0.18163101,42,0
 0,5000000,1628.634,2048,True,1137098,0.00347027,5311,1.67380858,True,0.98339858,0.02313231,1e-08,0.18163101,42,1
 0,5000000,3891.4165,2048,True,1137098,0.00347027,5311,1.67380858,True,0.98339858,0.02313231,1e-08,0.18163101,42,2
-1,5000000,1699.7656,1024,False,1272765,2.77e-06,8529,0.35644979,True,NaN,NaN,NaN,0.88834062,42,0
-1,5000000,1675.6016,1024,False,1272765,2.77e-06,8529,0.35644979,True,NaN,NaN,NaN,0.88834062,42,1
-1,5000000,1719.214,1024,False,1272765,2.77e-06,8529,0.35644979,True,NaN,NaN,NaN,0.88834062,42,2
-2,5000000,-411.70197,1024,True,123433,0.00152073,1678,1.77299739,False,0.80936575,0.43283671,1.2e-07,NaN,42,0
-2,5000000,1377.6763,1024,True,123433,0.00152073,1678,1.77299739,False,0.80936575,0.43283671,1.2e-07,NaN,42,1
-2,5000000,1464.3173,1024,True,123433,0.00152073,1678,1.77299739,False,0.80936575,0.43283671,1.2e-07,NaN,42,2
-3,5000000,116.78529,1024,True,814192,1.46e-06,5791,2.86043904,False,0.51311679,0.71403804,1e-07,NaN,42,0
-3,5000000,-153.10999,1024,True,814192,1.46e-06,5791,2.86043904,False,0.51311679,0.71403804,1e-07,NaN,42,1
-3,5000000,-20.978188,1024,True,814192,1.46e-06,5791,2.86043904,False,0.51311679,0.71403804,1e-07,NaN,42,2
-4,5000000,3525.4414,512,False,991222,0.00426362,12874,7.59043883,True,NaN,NaN,NaN,0.63482724,42,0
-4,5000000,2869.246,512,False,991222,0.00426362,12874,7.59043883,True,NaN,NaN,NaN,0.63482724,42,1
-4,5000000,2970.665,512,False,991222,0.00426362,12874,7.59043883,True,NaN,NaN,NaN,0.63482724,42,2
-5,5000000,594.73865,512,False,1355228,0.00547764,699,0.34431006,True,NaN,NaN,NaN,0.50650113,42,0
-5,5000000,571.7615,512,False,1355228,0.00547764,699,0.34431006,True,NaN,NaN,NaN,0.50650113,42,1
-5,5000000,613.269,512,False,1355228,0.00547764,699,0.34431006,True,NaN,NaN,NaN,0.50650113,42,2
-6,5000000,780.5988,2048,False,1143448,0.01565552,15338,8.52125694,True,NaN,NaN,NaN,0.5537344,42,0
-6,5000000,876.6788,2048,False,1143448,0.01565552,15338,8.52125694,True,NaN,NaN,NaN,0.5537344,42,1
-6,5000000,908.0338,2048,False,1143448,0.01565552,15338,8.52125694,True,NaN,NaN,NaN,0.5537344,42,2
-7,5000000,-1353.0112,2048,True,1905074,3.81e-06,11151,1.70490505,False,0.68712413,0.64003956,1.138e-05,NaN,42,0
-7,5000000,609.25867,2048,True,1905074,3.81e-06,11151,1.70490505,False,0.68712413,0.64003956,1.138e-05,NaN,42,1
-7,5000000,606.7551,2048,True,1905074,3.81e-06,11151,1.70490505,False,0.68712413,0.64003956,1.138e-05,NaN,42,2
-8,5000000,40.771656,1024,False,1257469,3.9e-06,11657,2.90599934,False,NaN,NaN,NaN,NaN,42,0
-8,5000000,-23.835442,1024,False,1257469,3.9e-06,11657,2.90599934,False,NaN,NaN,NaN,NaN,42,1
-8,5000000,-18.464743,1024,False,1257469,3.9e-06,11657,2.90599934,False,NaN,NaN,NaN,NaN,42,2
+1,5000000,1699.7656,1024,False,1272765,2.77e-06,8529,0.35644979,True,,,,0.88834062,42,0
+1,5000000,1675.6016,1024,False,1272765,2.77e-06,8529,0.35644979,True,,,,0.88834062,42,1
+1,5000000,1719.214,1024,False,1272765,2.77e-06,8529,0.35644979,True,,,,0.88834062,42,2
+2,5000000,-411.70197,1024,True,123433,0.00152073,1678,1.77299739,False,0.80936575,0.43283671,1.2e-07,,42,0
+2,5000000,1377.6763,1024,True,123433,0.00152073,1678,1.77299739,False,0.80936575,0.43283671,1.2e-07,,42,1
+2,5000000,1464.3173,1024,True,123433,0.00152073,1678,1.77299739,False,0.80936575,0.43283671,1.2e-07,,42,2
+3,5000000,116.78529,1024,True,814192,1.46e-06,5791,2.86043904,False,0.51311679,0.71403804,1e-07,,42,0
+3,5000000,-153.10999,1024,True,814192,1.46e-06,5791,2.86043904,False,0.51311679,0.71403804,1e-07,,42,1
+3,5000000,-20.978188,1024,True,814192,1.46e-06,5791,2.86043904,False,0.51311679,0.71403804,1e-07,,42,2
+4,5000000,3525.4414,512,False,991222,0.00426362,12874,7.59043883,True,,,,0.63482724,42,0
+4,5000000,2869.246,512,False,991222,0.00426362,12874,7.59043883,True,,,,0.63482724,42,1
+4,5000000,2970.665,512,False,991222,0.00426362,12874,7.59043883,True,,,,0.63482724,42,2
+5,5000000,594.73865,512,False,1355228,0.00547764,699,0.34431006,True,,,,0.50650113,42,0
+5,5000000,571.7615,512,False,1355228,0.00547764,699,0.34431006,True,,,,0.50650113,42,1
+5,5000000,613.269,512,False,1355228,0.00547764,699,0.34431006,True,,,,0.50650113,42,2
+6,5000000,780.5988,2048,False,1143448,0.01565552,15338,8.52125694,True,,,,0.5537344,42,0
+6,5000000,876.6788,2048,False,1143448,0.01565552,15338,8.52125694,True,,,,0.5537344,42,1
+6,5000000,908.0338,2048,False,1143448,0.01565552,15338,8.52125694,True,,,,0.5537344,42,2
+7,5000000,-1353.0112,2048,True,1905074,3.81e-06,11151,1.70490505,False,0.68712413,0.64003956,1.138e-05,,42,0
+7,5000000,609.25867,2048,True,1905074,3.81e-06,11151,1.70490505,False,0.68712413,0.64003956,1.138e-05,,42,1
+7,5000000,606.7551,2048,True,1905074,3.81e-06,11151,1.70490505,False,0.68712413,0.64003956,1.138e-05,,42,2
+8,5000000,40.771656,1024,False,1257469,3.9e-06,11657,2.90599934,False,,,,,42,0
+8,5000000,-23.835442,1024,False,1257469,3.9e-06,11657,2.90599934,False,,,,,42,1
+8,5000000,-18.464743,1024,False,1257469,3.9e-06,11657,2.90599934,False,,,,,42,2
 9,5000000,1589.0688,2048,True,1847206,0.00484371,2539,0.71151318,True,0.38052809,0.7558444,1.3e-07,0.47397404,42,0
 9,5000000,1136.801,2048,True,1847206,0.00484371,2539,0.71151318,True,0.38052809,0.7558444,1.3e-07,0.47397404,42,1
 9,5000000,1292.0967,2048,True,1847206,0.00484371,2539,0.71151318,True,0.38052809,0.7558444,1.3e-07,0.47397404,42,2
-10,5000000,-43.62799,512,True,214944,1.15e-06,11003,1.8146684,False,0.95911538,0.1779831,6e-08,NaN,42,0
-10,5000000,1663.2894,512,True,214944,1.15e-06,11003,1.8146684,False,0.95911538,0.1779831,6e-08,NaN,42,1
-10,5000000,785.3955,512,True,214944,1.15e-06,11003,1.8146684,False,0.95911538,0.1779831,6e-08,NaN,42,2
+10,5000000,-43.62799,512,True,214944,1.15e-06,11003,1.8146684,False,0.95911538,0.1779831,6e-08,,42,0
+10,5000000,1663.2894,512,True,214944,1.15e-06,11003,1.8146684,False,0.95911538,0.1779831,6e-08,,42,1
+10,5000000,785.3955,512,True,214944,1.15e-06,11003,1.8146684,False,0.95911538,0.1779831,6e-08,,42,2
 11,5000000,1.8377825,1024,True,1466609,7.626e-05,4158,0.67552123,True,0.58929804,0.21299488,6.1e-06,0.48144859,42,0
 11,5000000,1064.6459,1024,True,1466609,7.626e-05,4158,0.67552123,True,0.58929804,0.21299488,6.1e-06,0.48144859,42,1
 11,5000000,1241.5295,1024,True,1466609,7.626e-05,4158,0.67552123,True,0.58929804,0.21299488,6.1e-06,0.48144859,42,2
-12,5000000,2211.3765,1024,False,2276,0.03279105,10209,7.92576602,False,NaN,NaN,NaN,NaN,42,0
-12,5000000,2240.9128,1024,False,2276,0.03279105,10209,7.92576602,False,NaN,NaN,NaN,NaN,42,1
-12,5000000,2284.5198,1024,False,2276,0.03279105,10209,7.92576602,False,NaN,NaN,NaN,NaN,42,2
-13,5000000,4.883473,1024,True,1420208,2.89e-06,4432,0.93120644,False,0.69029385,0.3606052,6.6e-07,NaN,42,0
-13,5000000,4.493271,1024,True,1420208,2.89e-06,4432,0.93120644,False,0.69029385,0.3606052,6.6e-07,NaN,42,1
-13,5000000,-40.63289,1024,True,1420208,2.89e-06,4432,0.93120644,False,0.69029385,0.3606052,6.6e-07,NaN,42,2
-14,5000000,7.1041727,2048,False,1243653,6.032e-05,1605,0.2222016,False,NaN,NaN,NaN,NaN,42,0
-14,5000000,119.05387,2048,False,1243653,6.032e-05,1605,0.2222016,False,NaN,NaN,NaN,NaN,42,1
-14,5000000,-85.496994,2048,False,1243653,6.032e-05,1605,0.2222016,False,NaN,NaN,NaN,NaN,42,2
+12,5000000,2211.3765,1024,False,2276,0.03279105,10209,7.92576602,False,,,,,42,0
+12,5000000,2240.9128,1024,False,2276,0.03279105,10209,7.92576602,False,,,,,42,1
+12,5000000,2284.5198,1024,False,2276,0.03279105,10209,7.92576602,False,,,,,42,2
+13,5000000,4.883473,1024,True,1420208,2.89e-06,4432,0.93120644,False,0.69029385,0.3606052,6.6e-07,,42,0
+13,5000000,4.493271,1024,True,1420208,2.89e-06,4432,0.93120644,False,0.69029385,0.3606052,6.6e-07,,42,1
+13,5000000,-40.63289,1024,True,1420208,2.89e-06,4432,0.93120644,False,0.69029385,0.3606052,6.6e-07,,42,2
+14,5000000,7.1041727,2048,False,1243653,6.032e-05,1605,0.2222016,False,,,,,42,0
+14,5000000,119.05387,2048,False,1243653,6.032e-05,1605,0.2222016,False,,,,,42,1
+14,5000000,-85.496994,2048,False,1243653,6.032e-05,1605,0.2222016,False,,,,,42,2
 15,5000000,788.0408,1024,True,590857,1.02e-05,14231,8.51243525,True,0.0576137,0.82688135,4e-08,0.90067077,42,0
 15,5000000,857.43005,1024,True,590857,1.02e-05,14231,8.51243525,True,0.0576137,0.82688135,4e-08,0.90067077,42,1
 15,5000000,796.54346,1024,True,590857,1.02e-05,14231,8.51243525,True,0.0576137,0.82688135,4e-08,0.90067077,42,2
-16,5000000,778.86487,512,False,1585190,0.00137575,9446,2.59394595,True,NaN,NaN,NaN,0.18978174,42,0
-16,5000000,784.26483,512,False,1585190,0.00137575,9446,2.59394595,True,NaN,NaN,NaN,0.18978174,42,1
-16,5000000,825.6784,512,False,1585190,0.00137575,9446,2.59394595,True,NaN,NaN,NaN,0.18978174,42,2
-17,5000000,637.0636,1024,False,231227,0.00304266,11641,6.62784581,True,NaN,NaN,NaN,0.23235877,42,0
-17,5000000,615.0917,1024,False,231227,0.00304266,11641,6.62784581,True,NaN,NaN,NaN,0.23235877,42,1
-17,5000000,729.021,1024,False,231227,0.00304266,11641,6.62784581,True,NaN,NaN,NaN,0.23235877,42,2
-18,5000000,730.2483,1024,True,1196913,0.06387804,9984,6.25329013,False,0.71691861,0.76770272,2e-08,NaN,42,0
-18,5000000,691.3419,1024,True,1196913,0.06387804,9984,6.25329013,False,0.71691861,0.76770272,2e-08,NaN,42,1
-18,5000000,735.2046,1024,True,1196913,0.06387804,9984,6.25329013,False,0.71691861,0.76770272,2e-08,NaN,42,2
+16,5000000,778.86487,512,False,1585190,0.00137575,9446,2.59394595,True,,,,0.18978174,42,0
+16,5000000,784.26483,512,False,1585190,0.00137575,9446,2.59394595,True,,,,0.18978174,42,1
+16,5000000,825.6784,512,False,1585190,0.00137575,9446,2.59394595,True,,,,0.18978174,42,2
+17,5000000,637.0636,1024,False,231227,0.00304266,11641,6.62784581,True,,,,0.23235877,42,0
+17,5000000,615.0917,1024,False,231227,0.00304266,11641,6.62784581,True,,,,0.23235877,42,1
+17,5000000,729.021,1024,False,231227,0.00304266,11641,6.62784581,True,,,,0.23235877,42,2
+18,5000000,730.2483,1024,True,1196913,0.06387804,9984,6.25329013,False,0.71691861,0.76770272,2e-08,,42,0
+18,5000000,691.3419,1024,True,1196913,0.06387804,9984,6.25329013,False,0.71691861,0.76770272,2e-08,,42,1
+18,5000000,735.2046,1024,True,1196913,0.06387804,9984,6.25329013,False,0.71691861,0.76770272,2e-08,,42,2
 19,5000000,3307.9937,2048,True,1729120,0.01063102,8356,1.84706232,True,0.81926913,0.275383,3e-08,0.49255689,42,0
 19,5000000,3401.3647,2048,True,1729120,0.01063102,8356,1.84706232,True,0.81926913,0.275383,3e-08,0.49255689,42,1
 19,5000000,-44.28208,2048,True,1729120,0.01063102,8356,1.84706232,True,0.81926913,0.275383,3e-08,0.49255689,42,2
-20,5000000,2155.5583,1024,True,1363437,7.22e-06,5475,0.10519417,False,0.57756143,0.36033266,0.0,NaN,42,0
-20,5000000,1199.1138,1024,True,1363437,7.22e-06,5475,0.10519417,False,0.57756143,0.36033266,0.0,NaN,42,1
-20,5000000,1938.2446,1024,True,1363437,7.22e-06,5475,0.10519417,False,0.57756143,0.36033266,0.0,NaN,42,2
-21,5000000,1367.4518,512,False,701804,0.00023506,12312,8.61784694,True,NaN,NaN,NaN,0.70851942,42,0
-21,5000000,1253.6783,512,False,701804,0.00023506,12312,8.61784694,True,NaN,NaN,NaN,0.70851942,42,1
-21,5000000,1548.9062,512,False,701804,0.00023506,12312,8.61784694,True,NaN,NaN,NaN,0.70851942,42,2
-22,5000000,-554.38794,1024,True,1799894,1.88e-06,2667,0.42715026,False,0.42333102,0.39012425,0.0,NaN,42,0
-22,5000000,864.2262,1024,True,1799894,1.88e-06,2667,0.42715026,False,0.42333102,0.39012425,0.0,NaN,42,1
-22,5000000,-511.6906,1024,True,1799894,1.88e-06,2667,0.42715026,False,0.42333102,0.39012425,0.0,NaN,42,2
-23,5000000,823.527,512,False,434840,1.68e-06,1828,5.7310819,False,NaN,NaN,NaN,NaN,42,0
-23,5000000,869.2809,512,False,434840,1.68e-06,1828,5.7310819,False,NaN,NaN,NaN,NaN,42,1
-23,5000000,823.60846,512,False,434840,1.68e-06,1828,5.7310819,False,NaN,NaN,NaN,NaN,42,2
-24,5000000,-271.10773,2048,True,766561,2.316e-05,13774,0.10236801,False,0.85269484,0.35433112,9.71e-06,NaN,42,0
-24,5000000,-550.2832,2048,True,766561,2.316e-05,13774,0.10236801,False,0.85269484,0.35433112,9.71e-06,NaN,42,1
-24,5000000,-180.78021,2048,True,766561,2.316e-05,13774,0.10236801,False,0.85269484,0.35433112,9.71e-06,NaN,42,2
-25,5000000,4262.5557,2048,True,1941897,0.03495478,10177,1.8535803,False,0.3982297,0.77314557,2.3e-07,NaN,42,0
-25,5000000,4219.724,2048,True,1941897,0.03495478,10177,1.8535803,False,0.3982297,0.77314557,2.3e-07,NaN,42,1
-25,5000000,3745.3586,2048,True,1941897,0.03495478,10177,1.8535803,False,0.3982297,0.77314557,2.3e-07,NaN,42,2
-26,5000000,-288.4228,512,True,228310,0.09674366,10396,0.35198086,False,0.76249314,0.74837864,2.3e-07,NaN,42,0
-26,5000000,-42.57077,512,True,228310,0.09674366,10396,0.35198086,False,0.76249314,0.74837864,2.3e-07,NaN,42,1
-26,5000000,-130.58533,512,True,228310,0.09674366,10396,0.35198086,False,0.76249314,0.74837864,2.3e-07,NaN,42,2
-27,5000000,430.09238,512,True,1602429,1.342e-05,4167,3.15009229,False,0.5640522,0.35712066,6.9e-07,NaN,42,0
-27,5000000,502.23135,512,True,1602429,1.342e-05,4167,3.15009229,False,0.5640522,0.35712066,6.9e-07,NaN,42,1
-27,5000000,635.8408,512,True,1602429,1.342e-05,4167,3.15009229,False,0.5640522,0.35712066,6.9e-07,NaN,42,2
-28,5000000,1100.4531,2048,False,1598714,0.00058211,4109,0.31203727,False,NaN,NaN,NaN,NaN,42,0
-28,5000000,1113.3542,2048,False,1598714,0.00058211,4109,0.31203727,False,NaN,NaN,NaN,NaN,42,1
-28,5000000,1055.6317,2048,False,1598714,0.00058211,4109,0.31203727,False,NaN,NaN,NaN,NaN,42,2
-29,5000000,1958.4634,1024,False,996067,0.00188385,529,0.5567975,False,NaN,NaN,NaN,NaN,42,0
-29,5000000,2355.8499,1024,False,996067,0.00188385,529,0.5567975,False,NaN,NaN,NaN,NaN,42,1
-29,5000000,2366.9595,1024,False,996067,0.00188385,529,0.5567975,False,NaN,NaN,NaN,NaN,42,2
-30,5000000,518.03455,2048,True,93348,0.00017055,16001,0.17547685,False,0.48509811,0.58431111,0.0,NaN,42,0
-30,5000000,478.55865,2048,True,93348,0.00017055,16001,0.17547685,False,0.48509811,0.58431111,0.0,NaN,42,1
-30,5000000,574.2513,2048,True,93348,0.00017055,16001,0.17547685,False,0.48509811,0.58431111,0.0,NaN,42,2
+20,5000000,2155.5583,1024,True,1363437,7.22e-06,5475,0.10519417,False,0.57756143,0.36033266,0.0,,42,0
+20,5000000,1199.1138,1024,True,1363437,7.22e-06,5475,0.10519417,False,0.57756143,0.36033266,0.0,,42,1
+20,5000000,1938.2446,1024,True,1363437,7.22e-06,5475,0.10519417,False,0.57756143,0.36033266,0.0,,42,2
+21,5000000,1367.4518,512,False,701804,0.00023506,12312,8.61784694,True,,,,0.70851942,42,0
+21,5000000,1253.6783,512,False,701804,0.00023506,12312,8.61784694,True,,,,0.70851942,42,1
+21,5000000,1548.9062,512,False,701804,0.00023506,12312,8.61784694,True,,,,0.70851942,42,2
+22,5000000,-554.38794,1024,True,1799894,1.88e-06,2667,0.42715026,False,0.42333102,0.39012425,0.0,,42,0
+22,5000000,864.2262,1024,True,1799894,1.88e-06,2667,0.42715026,False,0.42333102,0.39012425,0.0,,42,1
+22,5000000,-511.6906,1024,True,1799894,1.88e-06,2667,0.42715026,False,0.42333102,0.39012425,0.0,,42,2
+23,5000000,823.527,512,False,434840,1.68e-06,1828,5.7310819,False,,,,,42,0
+23,5000000,869.2809,512,False,434840,1.68e-06,1828,5.7310819,False,,,,,42,1
+23,5000000,823.60846,512,False,434840,1.68e-06,1828,5.7310819,False,,,,,42,2
+24,5000000,-271.10773,2048,True,766561,2.316e-05,13774,0.10236801,False,0.85269484,0.35433112,9.71e-06,,42,0
+24,5000000,-550.2832,2048,True,766561,2.316e-05,13774,0.10236801,False,0.85269484,0.35433112,9.71e-06,,42,1
+24,5000000,-180.78021,2048,True,766561,2.316e-05,13774,0.10236801,False,0.85269484,0.35433112,9.71e-06,,42,2
+25,5000000,4262.5557,2048,True,1941897,0.03495478,10177,1.8535803,False,0.3982297,0.77314557,2.3e-07,,42,0
+25,5000000,4219.724,2048,True,1941897,0.03495478,10177,1.8535803,False,0.3982297,0.77314557,2.3e-07,,42,1
+25,5000000,3745.3586,2048,True,1941897,0.03495478,10177,1.8535803,False,0.3982297,0.77314557,2.3e-07,,42,2
+26,5000000,-288.4228,512,True,228310,0.09674366,10396,0.35198086,False,0.76249314,0.74837864,2.3e-07,,42,0
+26,5000000,-42.57077,512,True,228310,0.09674366,10396,0.35198086,False,0.76249314,0.74837864,2.3e-07,,42,1
+26,5000000,-130.58533,512,True,228310,0.09674366,10396,0.35198086,False,0.76249314,0.74837864,2.3e-07,,42,2
+27,5000000,430.09238,512,True,1602429,1.342e-05,4167,3.15009229,False,0.5640522,0.35712066,6.9e-07,,42,0
+27,5000000,502.23135,512,True,1602429,1.342e-05,4167,3.15009229,False,0.5640522,0.35712066,6.9e-07,,42,1
+27,5000000,635.8408,512,True,1602429,1.342e-05,4167,3.15009229,False,0.5640522,0.35712066,6.9e-07,,42,2
+28,5000000,1100.4531,2048,False,1598714,0.00058211,4109,0.31203727,False,,,,,42,0
+28,5000000,1113.3542,2048,False,1598714,0.00058211,4109,0.31203727,False,,,,,42,1
+28,5000000,1055.6317,2048,False,1598714,0.00058211,4109,0.31203727,False,,,,,42,2
+29,5000000,1958.4634,1024,False,996067,0.00188385,529,0.5567975,False,,,,,42,0
+29,5000000,2355.8499,1024,False,996067,0.00188385,529,0.5567975,False,,,,,42,1
+29,5000000,2366.9595,1024,False,996067,0.00188385,529,0.5567975,False,,,,,42,2
+30,5000000,518.03455,2048,True,93348,0.00017055,16001,0.17547685,False,0.48509811,0.58431111,0.0,,42,0
+30,5000000,478.55865,2048,True,93348,0.00017055,16001,0.17547685,False,0.48509811,0.58431111,0.0,,42,1
+30,5000000,574.2513,2048,True,93348,0.00017055,16001,0.17547685,False,0.48509811,0.58431111,0.0,,42,2
 31,5000000,2578.7102,2048,True,1831325,0.02210675,3072,2.00662378,True,0.75490348,0.76753896,4e-08,0.33509742,42,0
 31,5000000,2715.4263,2048,True,1831325,0.02210675,3072,2.00662378,True,0.75490348,0.76753896,4e-08,0.33509742,42,1
 31,5000000,-257.61438,2048,True,1831325,0.02210675,3072,2.00662378,True,0.75490348,0.76753896,4e-08,0.33509742,42,2
-0,5000000,688.2333,2048,False,1885761,0.00137075,3089,0.76043444,True,NaN,NaN,NaN,0.57306547,45,0
-0,5000000,610.09485,2048,False,1885761,0.00137075,3089,0.76043444,True,NaN,NaN,NaN,0.57306547,45,1
-0,5000000,770.28955,2048,False,1885761,0.00137075,3089,0.76043444,True,NaN,NaN,NaN,0.57306547,45,2
-1,5000000,2832.7144,512,False,1531666,0.0832114,13847,0.23740587,False,NaN,NaN,NaN,NaN,45,0
-1,5000000,2267.0518,512,False,1531666,0.0832114,13847,0.23740587,False,NaN,NaN,NaN,NaN,45,1
-1,5000000,2203.3828,512,False,1531666,0.0832114,13847,0.23740587,False,NaN,NaN,NaN,NaN,45,2
-2,5000000,2983.4326,512,True,39691,3.086e-05,6886,2.1212451,False,0.07966616,0.87553353,6.668e-05,NaN,45,0
-2,5000000,2419.5222,512,True,39691,3.086e-05,6886,2.1212451,False,0.07966616,0.87553353,6.668e-05,NaN,45,1
-2,5000000,1772.0044,512,True,39691,3.086e-05,6886,2.1212451,False,0.07966616,0.87553353,6.668e-05,NaN,45,2
-3,5000000,3280.8857,512,False,1460277,0.00139026,4794,0.51309419,False,NaN,NaN,NaN,NaN,45,0
-3,5000000,3039.7578,512,False,1460277,0.00139026,4794,0.51309419,False,NaN,NaN,NaN,NaN,45,1
-3,5000000,3203.8323,512,False,1460277,0.00139026,4794,0.51309419,False,NaN,NaN,NaN,NaN,45,2
-4,5000000,445.48138,1024,False,851395,0.0015119,10308,0.23587596,True,NaN,NaN,NaN,0.3766695,45,0
-4,5000000,370.50455,1024,False,851395,0.0015119,10308,0.23587596,True,NaN,NaN,NaN,0.3766695,45,1
-4,5000000,537.8618,1024,False,851395,0.0015119,10308,0.23587596,True,NaN,NaN,NaN,0.3766695,45,2
-5,5000000,2086.1953,2048,True,1936096,0.00010176,10780,0.37185759,False,0.76875422,0.9643479,1.568e-05,NaN,45,0
-5,5000000,2384.8965,2048,True,1936096,0.00010176,10780,0.37185759,False,0.76875422,0.9643479,1.568e-05,NaN,45,1
-5,5000000,2667.0532,2048,True,1936096,0.00010176,10780,0.37185759,False,0.76875422,0.9643479,1.568e-05,NaN,45,2
-6,5000000,-2226.7068,512,False,489116,1.02e-05,7757,4.64426372,False,NaN,NaN,NaN,NaN,45,0
-6,5000000,-176.43477,512,False,489116,1.02e-05,7757,4.64426372,False,NaN,NaN,NaN,NaN,45,1
-6,5000000,151.87202,512,False,489116,1.02e-05,7757,4.64426372,False,NaN,NaN,NaN,NaN,45,2
-7,5000000,912.27893,2048,False,1666568,5.52e-06,10689,0.20204641,False,NaN,NaN,NaN,NaN,45,0
-7,5000000,773.6426,2048,False,1666568,5.52e-06,10689,0.20204641,False,NaN,NaN,NaN,NaN,45,1
-7,5000000,885.3231,2048,False,1666568,5.52e-06,10689,0.20204641,False,NaN,NaN,NaN,NaN,45,2
-8,5000000,773.0437,512,False,244867,0.03927647,7859,7.48780068,False,NaN,NaN,NaN,NaN,45,0
-8,5000000,760.84656,512,False,244867,0.03927647,7859,7.48780068,False,NaN,NaN,NaN,NaN,45,1
-8,5000000,745.24,512,False,244867,0.03927647,7859,7.48780068,False,NaN,NaN,NaN,NaN,45,2
-9,5000000,4043.6274,2048,False,1348625,0.02014459,6383,0.62221325,False,NaN,NaN,NaN,NaN,45,0
-9,5000000,4915.5654,2048,False,1348625,0.02014459,6383,0.62221325,False,NaN,NaN,NaN,NaN,45,1
-9,5000000,1979.8584,2048,False,1348625,0.02014459,6383,0.62221325,False,NaN,NaN,NaN,NaN,45,2
-10,5000000,604.3922,512,False,1179736,2.115e-05,2415,0.12177071,True,NaN,NaN,NaN,0.29382506,45,0
-10,5000000,578.00714,512,False,1179736,2.115e-05,2415,0.12177071,True,NaN,NaN,NaN,0.29382506,45,1
-10,5000000,652.90814,512,False,1179736,2.115e-05,2415,0.12177071,True,NaN,NaN,NaN,0.29382506,45,2
-11,5000000,3480.315,1024,True,632547,0.00541226,11985,0.96123879,False,0.58829556,0.87119143,1e-08,NaN,45,0
-11,5000000,3749.5222,1024,True,632547,0.00541226,11985,0.96123879,False,0.58829556,0.87119143,1e-08,NaN,45,1
-11,5000000,3301.007,1024,True,632547,0.00541226,11985,0.96123879,False,0.58829556,0.87119143,1e-08,NaN,45,2
-12,5000000,2333.8374,512,False,1920777,0.03921479,12827,0.77689218,False,NaN,NaN,NaN,NaN,45,0
-12,5000000,1982.6663,512,False,1920777,0.03921479,12827,0.77689218,False,NaN,NaN,NaN,NaN,45,1
-12,5000000,1995.617,512,False,1920777,0.03921479,12827,0.77689218,False,NaN,NaN,NaN,NaN,45,2
-13,5000000,1377.139,1024,False,1841111,0.00302509,5028,2.42800938,False,NaN,NaN,NaN,NaN,45,0
-13,5000000,2101.1514,1024,False,1841111,0.00302509,5028,2.42800938,False,NaN,NaN,NaN,NaN,45,1
-13,5000000,1700.5586,1024,False,1841111,0.00302509,5028,2.42800938,False,NaN,NaN,NaN,NaN,45,2
+0,5000000,688.2333,2048,False,1885761,0.00137075,3089,0.76043444,True,,,,0.57306547,45,0
+0,5000000,610.09485,2048,False,1885761,0.00137075,3089,0.76043444,True,,,,0.57306547,45,1
+0,5000000,770.28955,2048,False,1885761,0.00137075,3089,0.76043444,True,,,,0.57306547,45,2
+1,5000000,2832.7144,512,False,1531666,0.0832114,13847,0.23740587,False,,,,,45,0
+1,5000000,2267.0518,512,False,1531666,0.0832114,13847,0.23740587,False,,,,,45,1
+1,5000000,2203.3828,512,False,1531666,0.0832114,13847,0.23740587,False,,,,,45,2
+2,5000000,2983.4326,512,True,39691,3.086e-05,6886,2.1212451,False,0.07966616,0.87553353,6.668e-05,,45,0
+2,5000000,2419.5222,512,True,39691,3.086e-05,6886,2.1212451,False,0.07966616,0.87553353,6.668e-05,,45,1
+2,5000000,1772.0044,512,True,39691,3.086e-05,6886,2.1212451,False,0.07966616,0.87553353,6.668e-05,,45,2
+3,5000000,3280.8857,512,False,1460277,0.00139026,4794,0.51309419,False,,,,,45,0
+3,5000000,3039.7578,512,False,1460277,0.00139026,4794,0.51309419,False,,,,,45,1
+3,5000000,3203.8323,512,False,1460277,0.00139026,4794,0.51309419,False,,,,,45,2
+4,5000000,445.48138,1024,False,851395,0.0015119,10308,0.23587596,True,,,,0.3766695,45,0
+4,5000000,370.50455,1024,False,851395,0.0015119,10308,0.23587596,True,,,,0.3766695,45,1
+4,5000000,537.8618,1024,False,851395,0.0015119,10308,0.23587596,True,,,,0.3766695,45,2
+5,5000000,2086.1953,2048,True,1936096,0.00010176,10780,0.37185759,False,0.76875422,0.9643479,1.568e-05,,45,0
+5,5000000,2384.8965,2048,True,1936096,0.00010176,10780,0.37185759,False,0.76875422,0.9643479,1.568e-05,,45,1
+5,5000000,2667.0532,2048,True,1936096,0.00010176,10780,0.37185759,False,0.76875422,0.9643479,1.568e-05,,45,2
+6,5000000,-2226.7068,512,False,489116,1.02e-05,7757,4.64426372,False,,,,,45,0
+6,5000000,-176.43477,512,False,489116,1.02e-05,7757,4.64426372,False,,,,,45,1
+6,5000000,151.87202,512,False,489116,1.02e-05,7757,4.64426372,False,,,,,45,2
+7,5000000,912.27893,2048,False,1666568,5.52e-06,10689,0.20204641,False,,,,,45,0
+7,5000000,773.6426,2048,False,1666568,5.52e-06,10689,0.20204641,False,,,,,45,1
+7,5000000,885.3231,2048,False,1666568,5.52e-06,10689,0.20204641,False,,,,,45,2
+8,5000000,773.0437,512,False,244867,0.03927647,7859,7.48780068,False,,,,,45,0
+8,5000000,760.84656,512,False,244867,0.03927647,7859,7.48780068,False,,,,,45,1
+8,5000000,745.24,512,False,244867,0.03927647,7859,7.48780068,False,,,,,45,2
+9,5000000,4043.6274,2048,False,1348625,0.02014459,6383,0.62221325,False,,,,,45,0
+9,5000000,4915.5654,2048,False,1348625,0.02014459,6383,0.62221325,False,,,,,45,1
+9,5000000,1979.8584,2048,False,1348625,0.02014459,6383,0.62221325,False,,,,,45,2
+10,5000000,604.3922,512,False,1179736,2.115e-05,2415,0.12177071,True,,,,0.29382506,45,0
+10,5000000,578.00714,512,False,1179736,2.115e-05,2415,0.12177071,True,,,,0.29382506,45,1
+10,5000000,652.90814,512,False,1179736,2.115e-05,2415,0.12177071,True,,,,0.29382506,45,2
+11,5000000,3480.315,1024,True,632547,0.00541226,11985,0.96123879,False,0.58829556,0.87119143,1e-08,,45,0
+11,5000000,3749.5222,1024,True,632547,0.00541226,11985,0.96123879,False,0.58829556,0.87119143,1e-08,,45,1
+11,5000000,3301.007,1024,True,632547,0.00541226,11985,0.96123879,False,0.58829556,0.87119143,1e-08,,45,2
+12,5000000,2333.8374,512,False,1920777,0.03921479,12827,0.77689218,False,,,,,45,0
+12,5000000,1982.6663,512,False,1920777,0.03921479,12827,0.77689218,False,,,,,45,1
+12,5000000,1995.617,512,False,1920777,0.03921479,12827,0.77689218,False,,,,,45,2
+13,5000000,1377.139,1024,False,1841111,0.00302509,5028,2.42800938,False,,,,,45,0
+13,5000000,2101.1514,1024,False,1841111,0.00302509,5028,2.42800938,False,,,,,45,1
+13,5000000,1700.5586,1024,False,1841111,0.00302509,5028,2.42800938,False,,,,,45,2
 14,5000000,2112.8884,512,True,1937109,0.01561185,14619,7.43113882,True,0.90463456,0.06795498,3.81e-06,0.46680632,45,0
 14,5000000,3155.6162,512,True,1937109,0.01561185,14619,7.43113882,True,0.90463456,0.06795498,3.81e-06,0.46680632,45,1
 14,5000000,2659.9995,512,True,1937109,0.01561185,14619,7.43113882,True,0.90463456,0.06795498,3.81e-06,0.46680632,45,2
-15,5000000,2791.4592,1024,False,1547700,4.859e-05,11461,0.14278853,False,NaN,NaN,NaN,NaN,45,0
-15,5000000,2788.999,1024,False,1547700,4.859e-05,11461,0.14278853,False,NaN,NaN,NaN,NaN,45,1
-15,5000000,2267.3032,1024,False,1547700,4.859e-05,11461,0.14278853,False,NaN,NaN,NaN,NaN,45,2
-16,5000000,2753.661,2048,False,195635,0.00010843,12312,0.62284029,True,NaN,NaN,NaN,0.13464974,45,0
-16,5000000,3222.0232,2048,False,195635,0.00010843,12312,0.62284029,True,NaN,NaN,NaN,0.13464974,45,1
-16,5000000,3430.1638,2048,False,195635,0.00010843,12312,0.62284029,True,NaN,NaN,NaN,0.13464974,45,2
-17,5000000,405.44824,1024,True,897423,0.0001916,14391,4.19448755,False,0.10470581,0.15038662,2.2e-07,NaN,45,0
-17,5000000,443.7691,1024,True,897423,0.0001916,14391,4.19448755,False,0.10470581,0.15038662,2.2e-07,NaN,45,1
-17,5000000,389.00497,1024,True,897423,0.0001916,14391,4.19448755,False,0.10470581,0.15038662,2.2e-07,NaN,45,2
-18,5000000,3362.0818,512,False,1718516,3.066e-05,111,1.20398163,True,NaN,NaN,NaN,0.76530431,45,0
-18,5000000,2317.6724,512,False,1718516,3.066e-05,111,1.20398163,True,NaN,NaN,NaN,0.76530431,45,1
-18,5000000,2598.2432,512,False,1718516,3.066e-05,111,1.20398163,True,NaN,NaN,NaN,0.76530431,45,2
-19,5000000,2525.5918,1024,True,845047,7.08e-06,1004,2.81814431,False,0.77679146,0.58267624,3e-08,NaN,45,0
-19,5000000,1826.2717,1024,True,845047,7.08e-06,1004,2.81814431,False,0.77679146,0.58267624,3e-08,NaN,45,1
-19,5000000,1854.7789,1024,True,845047,7.08e-06,1004,2.81814431,False,0.77679146,0.58267624,3e-08,NaN,45,2
-20,5000000,-1149.4867,1024,False,1556174,4.52e-06,11851,0.72555869,False,NaN,NaN,NaN,NaN,45,0
-20,5000000,-782.17084,1024,False,1556174,4.52e-06,11851,0.72555869,False,NaN,NaN,NaN,NaN,45,1
-20,5000000,-1728.2012,1024,False,1556174,4.52e-06,11851,0.72555869,False,NaN,NaN,NaN,NaN,45,2
-21,5000000,793.272,512,False,726469,0.00252834,1584,1.43095092,False,NaN,NaN,NaN,NaN,45,0
-21,5000000,862.7211,512,False,726469,0.00252834,1584,1.43095092,False,NaN,NaN,NaN,NaN,45,1
-21,5000000,877.1323,512,False,726469,0.00252834,1584,1.43095092,False,NaN,NaN,NaN,NaN,45,2
-22,5000000,2315.2625,512,True,1002579,0.00046737,8776,1.24435745,False,0.90239463,0.19481844,3.45e-06,NaN,45,0
-22,5000000,2284.8848,512,True,1002579,0.00046737,8776,1.24435745,False,0.90239463,0.19481844,3.45e-06,NaN,45,1
-22,5000000,2906.3538,512,True,1002579,0.00046737,8776,1.24435745,False,0.90239463,0.19481844,3.45e-06,NaN,45,2
-23,5000000,1628.0933,1024,True,527318,9.65e-06,9446,4.57975368,False,0.97292149,0.8178102,0.0,NaN,45,0
-23,5000000,3029.4902,1024,True,527318,9.65e-06,9446,4.57975368,False,0.97292149,0.8178102,0.0,NaN,45,1
-23,5000000,1571.3396,1024,True,527318,9.65e-06,9446,4.57975368,False,0.97292149,0.8178102,0.0,NaN,45,2
-24,5000000,1068.8098,2048,False,316691,1.616e-05,3491,1.77296403,True,NaN,NaN,NaN,0.94410676,45,0
-24,5000000,751.5723,2048,False,316691,1.616e-05,3491,1.77296403,True,NaN,NaN,NaN,0.94410676,45,1
-24,5000000,1148.6351,2048,False,316691,1.616e-05,3491,1.77296403,True,NaN,NaN,NaN,0.94410676,45,2
+15,5000000,2791.4592,1024,False,1547700,4.859e-05,11461,0.14278853,False,,,,,45,0
+15,5000000,2788.999,1024,False,1547700,4.859e-05,11461,0.14278853,False,,,,,45,1
+15,5000000,2267.3032,1024,False,1547700,4.859e-05,11461,0.14278853,False,,,,,45,2
+16,5000000,2753.661,2048,False,195635,0.00010843,12312,0.62284029,True,,,,0.13464974,45,0
+16,5000000,3222.0232,2048,False,195635,0.00010843,12312,0.62284029,True,,,,0.13464974,45,1
+16,5000000,3430.1638,2048,False,195635,0.00010843,12312,0.62284029,True,,,,0.13464974,45,2
+17,5000000,405.44824,1024,True,897423,0.0001916,14391,4.19448755,False,0.10470581,0.15038662,2.2e-07,,45,0
+17,5000000,443.7691,1024,True,897423,0.0001916,14391,4.19448755,False,0.10470581,0.15038662,2.2e-07,,45,1
+17,5000000,389.00497,1024,True,897423,0.0001916,14391,4.19448755,False,0.10470581,0.15038662,2.2e-07,,45,2
+18,5000000,3362.0818,512,False,1718516,3.066e-05,111,1.20398163,True,,,,0.76530431,45,0
+18,5000000,2317.6724,512,False,1718516,3.066e-05,111,1.20398163,True,,,,0.76530431,45,1
+18,5000000,2598.2432,512,False,1718516,3.066e-05,111,1.20398163,True,,,,0.76530431,45,2
+19,5000000,2525.5918,1024,True,845047,7.08e-06,1004,2.81814431,False,0.77679146,0.58267624,3e-08,,45,0
+19,5000000,1826.2717,1024,True,845047,7.08e-06,1004,2.81814431,False,0.77679146,0.58267624,3e-08,,45,1
+19,5000000,1854.7789,1024,True,845047,7.08e-06,1004,2.81814431,False,0.77679146,0.58267624,3e-08,,45,2
+20,5000000,-1149.4867,1024,False,1556174,4.52e-06,11851,0.72555869,False,,,,,45,0
+20,5000000,-782.17084,1024,False,1556174,4.52e-06,11851,0.72555869,False,,,,,45,1
+20,5000000,-1728.2012,1024,False,1556174,4.52e-06,11851,0.72555869,False,,,,,45,2
+21,5000000,793.272,512,False,726469,0.00252834,1584,1.43095092,False,,,,,45,0
+21,5000000,862.7211,512,False,726469,0.00252834,1584,1.43095092,False,,,,,45,1
+21,5000000,877.1323,512,False,726469,0.00252834,1584,1.43095092,False,,,,,45,2
+22,5000000,2315.2625,512,True,1002579,0.00046737,8776,1.24435745,False,0.90239463,0.19481844,3.45e-06,,45,0
+22,5000000,2284.8848,512,True,1002579,0.00046737,8776,1.24435745,False,0.90239463,0.19481844,3.45e-06,,45,1
+22,5000000,2906.3538,512,True,1002579,0.00046737,8776,1.24435745,False,0.90239463,0.19481844,3.45e-06,,45,2
+23,5000000,1628.0933,1024,True,527318,9.65e-06,9446,4.57975368,False,0.97292149,0.8178102,0.0,,45,0
+23,5000000,3029.4902,1024,True,527318,9.65e-06,9446,4.57975368,False,0.97292149,0.8178102,0.0,,45,1
+23,5000000,1571.3396,1024,True,527318,9.65e-06,9446,4.57975368,False,0.97292149,0.8178102,0.0,,45,2
+24,5000000,1068.8098,2048,False,316691,1.616e-05,3491,1.77296403,True,,,,0.94410676,45,0
+24,5000000,751.5723,2048,False,316691,1.616e-05,3491,1.77296403,True,,,,0.94410676,45,1
+24,5000000,1148.6351,2048,False,316691,1.616e-05,3491,1.77296403,True,,,,0.94410676,45,2
 25,5000000,63.579334,512,True,746478,0.00250915,4810,0.13526243,True,0.05266599,0.42577042,0.0,0.65030258,45,0
 25,5000000,94.66058,512,True,746478,0.00250915,4810,0.13526243,True,0.05266599,0.42577042,0.0,0.65030258,45,1
 25,5000000,66.880356,512,True,746478,0.00250915,4810,0.13526243,True,0.05266599,0.42577042,0.0,0.65030258,45,2
-26,5000000,652.73865,2048,False,1229126,2.498e-05,13037,0.52966752,False,NaN,NaN,NaN,NaN,45,0
-26,5000000,4.3427324,2048,False,1229126,2.498e-05,13037,0.52966752,False,NaN,NaN,NaN,NaN,45,1
-26,5000000,2.5051131,2048,False,1229126,2.498e-05,13037,0.52966752,False,NaN,NaN,NaN,NaN,45,2
+26,5000000,652.73865,2048,False,1229126,2.498e-05,13037,0.52966752,False,,,,,45,0
+26,5000000,4.3427324,2048,False,1229126,2.498e-05,13037,0.52966752,False,,,,,45,1
+26,5000000,2.5051131,2048,False,1229126,2.498e-05,13037,0.52966752,False,,,,,45,2
 27,5000000,1953.4515,2048,True,884232,0.00394693,10202,3.43628224,True,0.9997593,0.05320077,9.6e-07,0.45609338,45,0
 27,5000000,-510.87228,2048,True,884232,0.00394693,10202,3.43628224,True,0.9997593,0.05320077,9.6e-07,0.45609338,45,1
 27,5000000,2143.301,2048,True,884232,0.00394693,10202,3.43628224,True,0.9997593,0.05320077,9.6e-07,0.45609338,45,2
@@ -185,297 +185,297 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 29,5000000,-16.151691,512,True,1055256,1.83e-05,10078,0.535561,True,0.4320319,0.09413372,2.4e-07,0.91320716,45,0
 29,5000000,-8.156128,512,True,1055256,1.83e-05,10078,0.535561,True,0.4320319,0.09413372,2.4e-07,0.91320716,45,1
 29,5000000,-13.518566,512,True,1055256,1.83e-05,10078,0.535561,True,0.4320319,0.09413372,2.4e-07,0.91320716,45,2
-30,5000000,732.21844,2048,False,1067524,0.0093676,973,7.39242534,True,NaN,NaN,NaN,0.42045539,45,0
-30,5000000,758.31964,2048,False,1067524,0.0093676,973,7.39242534,True,NaN,NaN,NaN,0.42045539,45,1
-30,5000000,699.0043,2048,False,1067524,0.0093676,973,7.39242534,True,NaN,NaN,NaN,0.42045539,45,2
-31,5000000,2204.856,512,True,1539187,3.76e-06,5509,0.11216547,False,0.34972244,0.47957389,5.42e-06,NaN,45,0
-31,5000000,2303.488,512,True,1539187,3.76e-06,5509,0.11216547,False,0.34972244,0.47957389,5.42e-06,NaN,45,1
-31,5000000,2535.519,512,True,1539187,3.76e-06,5509,0.11216547,False,0.34972244,0.47957389,5.42e-06,NaN,45,2
-0,5000000,2737.925,512,False,1021239,0.00355418,14456,0.88796173,False,NaN,NaN,NaN,NaN,44,0
-0,5000000,2338.7534,512,False,1021239,0.00355418,14456,0.88796173,False,NaN,NaN,NaN,NaN,44,1
-0,5000000,2188.832,512,False,1021239,0.00355418,14456,0.88796173,False,NaN,NaN,NaN,NaN,44,2
-1,5000000,1580.2886,1024,False,373781,0.00192922,4318,1.36820365,False,NaN,NaN,NaN,NaN,44,0
-1,5000000,9.478997,1024,False,373781,0.00192922,4318,1.36820365,False,NaN,NaN,NaN,NaN,44,1
-1,5000000,1180.4629,1024,False,373781,0.00192922,4318,1.36820365,False,NaN,NaN,NaN,NaN,44,2
+30,5000000,732.21844,2048,False,1067524,0.0093676,973,7.39242534,True,,,,0.42045539,45,0
+30,5000000,758.31964,2048,False,1067524,0.0093676,973,7.39242534,True,,,,0.42045539,45,1
+30,5000000,699.0043,2048,False,1067524,0.0093676,973,7.39242534,True,,,,0.42045539,45,2
+31,5000000,2204.856,512,True,1539187,3.76e-06,5509,0.11216547,False,0.34972244,0.47957389,5.42e-06,,45,0
+31,5000000,2303.488,512,True,1539187,3.76e-06,5509,0.11216547,False,0.34972244,0.47957389,5.42e-06,,45,1
+31,5000000,2535.519,512,True,1539187,3.76e-06,5509,0.11216547,False,0.34972244,0.47957389,5.42e-06,,45,2
+0,5000000,2737.925,512,False,1021239,0.00355418,14456,0.88796173,False,,,,,44,0
+0,5000000,2338.7534,512,False,1021239,0.00355418,14456,0.88796173,False,,,,,44,1
+0,5000000,2188.832,512,False,1021239,0.00355418,14456,0.88796173,False,,,,,44,2
+1,5000000,1580.2886,1024,False,373781,0.00192922,4318,1.36820365,False,,,,,44,0
+1,5000000,9.478997,1024,False,373781,0.00192922,4318,1.36820365,False,,,,,44,1
+1,5000000,1180.4629,1024,False,373781,0.00192922,4318,1.36820365,False,,,,,44,2
 2,5000000,-34.332237,2048,True,1647705,3.12e-06,3443,0.26569862,True,0.08611446,0.02484103,4e-08,0.75070166,44,0
 2,5000000,-1906.231,2048,True,1647705,3.12e-06,3443,0.26569862,True,0.08611446,0.02484103,4e-08,0.75070166,44,1
 2,5000000,-1080.681,2048,True,1647705,3.12e-06,3443,0.26569862,True,0.08611446,0.02484103,4e-08,0.75070166,44,2
-3,5000000,-2136.4497,1024,False,396130,5.381e-05,12037,0.38961393,False,NaN,NaN,NaN,NaN,44,0
-3,5000000,-31.141062,1024,False,396130,5.381e-05,12037,0.38961393,False,NaN,NaN,NaN,NaN,44,1
-3,5000000,779.41565,1024,False,396130,5.381e-05,12037,0.38961393,False,NaN,NaN,NaN,NaN,44,2
-4,5000000,870.5777,1024,True,998056,0.0214781,13755,0.36561069,False,0.57529023,0.90556558,3.2e-07,NaN,44,0
-4,5000000,861.54,1024,True,998056,0.0214781,13755,0.36561069,False,0.57529023,0.90556558,3.2e-07,NaN,44,1
-4,5000000,884.68396,1024,True,998056,0.0214781,13755,0.36561069,False,0.57529023,0.90556558,3.2e-07,NaN,44,2
-5,5000000,747.89136,1024,False,204663,0.00045039,11298,5.76046152,True,NaN,NaN,NaN,0.32010646,44,0
-5,5000000,609.8327,1024,False,204663,0.00045039,11298,5.76046152,True,NaN,NaN,NaN,0.32010646,44,1
-5,5000000,786.43536,1024,False,204663,0.00045039,11298,5.76046152,True,NaN,NaN,NaN,0.32010646,44,2
-6,5000000,361.7354,512,False,1954509,6.699e-05,14988,4.83280259,False,NaN,NaN,NaN,NaN,44,0
-6,5000000,210.11377,512,False,1954509,6.699e-05,14988,4.83280259,False,NaN,NaN,NaN,NaN,44,1
-6,5000000,144.91873,512,False,1954509,6.699e-05,14988,4.83280259,False,NaN,NaN,NaN,NaN,44,2
+3,5000000,-2136.4497,1024,False,396130,5.381e-05,12037,0.38961393,False,,,,,44,0
+3,5000000,-31.141062,1024,False,396130,5.381e-05,12037,0.38961393,False,,,,,44,1
+3,5000000,779.41565,1024,False,396130,5.381e-05,12037,0.38961393,False,,,,,44,2
+4,5000000,870.5777,1024,True,998056,0.0214781,13755,0.36561069,False,0.57529023,0.90556558,3.2e-07,,44,0
+4,5000000,861.54,1024,True,998056,0.0214781,13755,0.36561069,False,0.57529023,0.90556558,3.2e-07,,44,1
+4,5000000,884.68396,1024,True,998056,0.0214781,13755,0.36561069,False,0.57529023,0.90556558,3.2e-07,,44,2
+5,5000000,747.89136,1024,False,204663,0.00045039,11298,5.76046152,True,,,,0.32010646,44,0
+5,5000000,609.8327,1024,False,204663,0.00045039,11298,5.76046152,True,,,,0.32010646,44,1
+5,5000000,786.43536,1024,False,204663,0.00045039,11298,5.76046152,True,,,,0.32010646,44,2
+6,5000000,361.7354,512,False,1954509,6.699e-05,14988,4.83280259,False,,,,,44,0
+6,5000000,210.11377,512,False,1954509,6.699e-05,14988,4.83280259,False,,,,,44,1
+6,5000000,144.91873,512,False,1954509,6.699e-05,14988,4.83280259,False,,,,,44,2
 7,5000000,1678.833,512,True,1217208,1.68e-06,322,2.10458476,True,0.59230758,0.25383825,2.901e-05,0.40035544,44,0
 7,5000000,-39.179214,512,True,1217208,1.68e-06,322,2.10458476,True,0.59230758,0.25383825,2.901e-05,0.40035544,44,1
 7,5000000,-29.302685,512,True,1217208,1.68e-06,322,2.10458476,True,0.59230758,0.25383825,2.901e-05,0.40035544,44,2
 8,5000000,2908.9531,1024,True,689164,2.56e-06,16005,2.18780948,True,0.36046779,0.9459775,8e-08,0.40291215,44,0
 8,5000000,2828.7285,1024,True,689164,2.56e-06,16005,2.18780948,True,0.36046779,0.9459775,8e-08,0.40291215,44,1
 8,5000000,3132.5596,1024,True,689164,2.56e-06,16005,2.18780948,True,0.36046779,0.9459775,8e-08,0.40291215,44,2
-9,5000000,214.43163,2048,True,537645,0.00481496,13894,1.92979761,False,0.5698979,0.7323461,2e-08,NaN,44,0
-9,5000000,1628.1265,2048,True,537645,0.00481496,13894,1.92979761,False,0.5698979,0.7323461,2e-08,NaN,44,1
-9,5000000,2668.1978,2048,True,537645,0.00481496,13894,1.92979761,False,0.5698979,0.7323461,2e-08,NaN,44,2
-10,5000000,3908.7314,2048,False,1144883,0.00157749,5013,0.36449846,True,NaN,NaN,NaN,0.30548041,44,0
-10,5000000,4516.913,2048,False,1144883,0.00157749,5013,0.36449846,True,NaN,NaN,NaN,0.30548041,44,1
-10,5000000,3684.5217,2048,False,1144883,0.00157749,5013,0.36449846,True,NaN,NaN,NaN,0.30548041,44,2
-11,5000000,1324.3223,2048,False,976081,0.00041209,1123,0.23482139,True,NaN,NaN,NaN,0.15291922,44,0
-11,5000000,1587.1835,2048,False,976081,0.00041209,1123,0.23482139,True,NaN,NaN,NaN,0.15291922,44,1
-11,5000000,2096.9373,2048,False,976081,0.00041209,1123,0.23482139,True,NaN,NaN,NaN,0.15291922,44,2
-12,5000000,2664.539,512,False,934095,0.00139784,5304,6.12446027,False,NaN,NaN,NaN,NaN,44,0
-12,5000000,2093.629,512,False,934095,0.00139784,5304,6.12446027,False,NaN,NaN,NaN,NaN,44,1
-12,5000000,2546.2915,512,False,934095,0.00139784,5304,6.12446027,False,NaN,NaN,NaN,NaN,44,2
-13,5000000,869.416,512,True,1168497,1.72e-06,16080,0.23566419,False,0.65602709,0.69437979,9.3e-07,NaN,44,0
-13,5000000,846.88354,512,True,1168497,1.72e-06,16080,0.23566419,False,0.65602709,0.69437979,9.3e-07,NaN,44,1
-13,5000000,908.44183,512,True,1168497,1.72e-06,16080,0.23566419,False,0.65602709,0.69437979,9.3e-07,NaN,44,2
-14,5000000,3593.3032,1024,False,1489666,0.00017921,15714,0.96590097,False,NaN,NaN,NaN,NaN,44,0
-14,5000000,2763.2246,1024,False,1489666,0.00017921,15714,0.96590097,False,NaN,NaN,NaN,NaN,44,1
-14,5000000,78.79003,1024,False,1489666,0.00017921,15714,0.96590097,False,NaN,NaN,NaN,NaN,44,2
-15,5000000,780.59265,2048,False,929600,2.93e-06,14876,0.19424595,False,NaN,NaN,NaN,NaN,44,0
-15,5000000,800.1308,2048,False,929600,2.93e-06,14876,0.19424595,False,NaN,NaN,NaN,NaN,44,1
-15,5000000,894.18066,2048,False,929600,2.93e-06,14876,0.19424595,False,NaN,NaN,NaN,NaN,44,2
-16,5000000,253.02428,512,False,1361699,0.00117244,6752,0.88527017,False,NaN,NaN,NaN,NaN,44,0
-16,5000000,4.8006296,512,False,1361699,0.00117244,6752,0.88527017,False,NaN,NaN,NaN,NaN,44,1
-16,5000000,-3.2927108,512,False,1361699,0.00117244,6752,0.88527017,False,NaN,NaN,NaN,NaN,44,2
+9,5000000,214.43163,2048,True,537645,0.00481496,13894,1.92979761,False,0.5698979,0.7323461,2e-08,,44,0
+9,5000000,1628.1265,2048,True,537645,0.00481496,13894,1.92979761,False,0.5698979,0.7323461,2e-08,,44,1
+9,5000000,2668.1978,2048,True,537645,0.00481496,13894,1.92979761,False,0.5698979,0.7323461,2e-08,,44,2
+10,5000000,3908.7314,2048,False,1144883,0.00157749,5013,0.36449846,True,,,,0.30548041,44,0
+10,5000000,4516.913,2048,False,1144883,0.00157749,5013,0.36449846,True,,,,0.30548041,44,1
+10,5000000,3684.5217,2048,False,1144883,0.00157749,5013,0.36449846,True,,,,0.30548041,44,2
+11,5000000,1324.3223,2048,False,976081,0.00041209,1123,0.23482139,True,,,,0.15291922,44,0
+11,5000000,1587.1835,2048,False,976081,0.00041209,1123,0.23482139,True,,,,0.15291922,44,1
+11,5000000,2096.9373,2048,False,976081,0.00041209,1123,0.23482139,True,,,,0.15291922,44,2
+12,5000000,2664.539,512,False,934095,0.00139784,5304,6.12446027,False,,,,,44,0
+12,5000000,2093.629,512,False,934095,0.00139784,5304,6.12446027,False,,,,,44,1
+12,5000000,2546.2915,512,False,934095,0.00139784,5304,6.12446027,False,,,,,44,2
+13,5000000,869.416,512,True,1168497,1.72e-06,16080,0.23566419,False,0.65602709,0.69437979,9.3e-07,,44,0
+13,5000000,846.88354,512,True,1168497,1.72e-06,16080,0.23566419,False,0.65602709,0.69437979,9.3e-07,,44,1
+13,5000000,908.44183,512,True,1168497,1.72e-06,16080,0.23566419,False,0.65602709,0.69437979,9.3e-07,,44,2
+14,5000000,3593.3032,1024,False,1489666,0.00017921,15714,0.96590097,False,,,,,44,0
+14,5000000,2763.2246,1024,False,1489666,0.00017921,15714,0.96590097,False,,,,,44,1
+14,5000000,78.79003,1024,False,1489666,0.00017921,15714,0.96590097,False,,,,,44,2
+15,5000000,780.59265,2048,False,929600,2.93e-06,14876,0.19424595,False,,,,,44,0
+15,5000000,800.1308,2048,False,929600,2.93e-06,14876,0.19424595,False,,,,,44,1
+15,5000000,894.18066,2048,False,929600,2.93e-06,14876,0.19424595,False,,,,,44,2
+16,5000000,253.02428,512,False,1361699,0.00117244,6752,0.88527017,False,,,,,44,0
+16,5000000,4.8006296,512,False,1361699,0.00117244,6752,0.88527017,False,,,,,44,1
+16,5000000,-3.2927108,512,False,1361699,0.00117244,6752,0.88527017,False,,,,,44,2
 17,5000000,1605.3171,1024,True,127203,2.963e-05,12730,1.85916104,True,0.94886514,0.14316355,3.41e-05,0.72807396,44,0
 17,5000000,1392.7047,1024,True,127203,2.963e-05,12730,1.85916104,True,0.94886514,0.14316355,3.41e-05,0.72807396,44,1
 17,5000000,1316.9005,1024,True,127203,2.963e-05,12730,1.85916104,True,0.94886514,0.14316355,3.41e-05,0.72807396,44,2
-18,5000000,1697.5417,2048,True,1124867,0.09833879,1367,1.64993364,False,0.04518009,0.9810934,8e-07,NaN,44,0
-18,5000000,2153.5845,2048,True,1124867,0.09833879,1367,1.64993364,False,0.04518009,0.9810934,8e-07,NaN,44,1
-18,5000000,1887.5391,2048,True,1124867,0.09833879,1367,1.64993364,False,0.04518009,0.9810934,8e-07,NaN,44,2
-19,5000000,2229.941,1024,False,1692455,0.00089896,4501,0.22537702,True,NaN,NaN,NaN,0.06712843,44,0
-19,5000000,1816.2062,1024,False,1692455,0.00089896,4501,0.22537702,True,NaN,NaN,NaN,0.06712843,44,1
-19,5000000,2081.6187,1024,False,1692455,0.00089896,4501,0.22537702,True,NaN,NaN,NaN,0.06712843,44,2
-20,5000000,1132.5437,2048,False,1779347,0.00066189,759,0.70362811,False,NaN,NaN,NaN,NaN,44,0
-20,5000000,1186.1598,2048,False,1779347,0.00066189,759,0.70362811,False,NaN,NaN,NaN,NaN,44,1
-20,5000000,1334.3259,2048,False,1779347,0.00066189,759,0.70362811,False,NaN,NaN,NaN,NaN,44,2
+18,5000000,1697.5417,2048,True,1124867,0.09833879,1367,1.64993364,False,0.04518009,0.9810934,8e-07,,44,0
+18,5000000,2153.5845,2048,True,1124867,0.09833879,1367,1.64993364,False,0.04518009,0.9810934,8e-07,,44,1
+18,5000000,1887.5391,2048,True,1124867,0.09833879,1367,1.64993364,False,0.04518009,0.9810934,8e-07,,44,2
+19,5000000,2229.941,1024,False,1692455,0.00089896,4501,0.22537702,True,,,,0.06712843,44,0
+19,5000000,1816.2062,1024,False,1692455,0.00089896,4501,0.22537702,True,,,,0.06712843,44,1
+19,5000000,2081.6187,1024,False,1692455,0.00089896,4501,0.22537702,True,,,,0.06712843,44,2
+20,5000000,1132.5437,2048,False,1779347,0.00066189,759,0.70362811,False,,,,,44,0
+20,5000000,1186.1598,2048,False,1779347,0.00066189,759,0.70362811,False,,,,,44,1
+20,5000000,1334.3259,2048,False,1779347,0.00066189,759,0.70362811,False,,,,,44,2
 21,5000000,2478.0056,1024,True,1107568,1.51e-06,9134,1.3754293,True,0.38231219,0.41078317,4.22e-06,0.77049376,44,0
 21,5000000,2664.3403,1024,True,1107568,1.51e-06,9134,1.3754293,True,0.38231219,0.41078317,4.22e-06,0.77049376,44,1
 21,5000000,2329.4946,1024,True,1107568,1.51e-06,9134,1.3754293,True,0.38231219,0.41078317,4.22e-06,0.77049376,44,2
-22,5000000,1453.0392,1024,True,952718,1.627e-05,4771,0.14342219,False,0.14439516,0.31007712,8.1e-07,NaN,44,0
-22,5000000,1695.9371,1024,True,952718,1.627e-05,4771,0.14342219,False,0.14439516,0.31007712,8.1e-07,NaN,44,1
-22,5000000,1891.923,1024,True,952718,1.627e-05,4771,0.14342219,False,0.14439516,0.31007712,8.1e-07,NaN,44,2
+22,5000000,1453.0392,1024,True,952718,1.627e-05,4771,0.14342219,False,0.14439516,0.31007712,8.1e-07,,44,0
+22,5000000,1695.9371,1024,True,952718,1.627e-05,4771,0.14342219,False,0.14439516,0.31007712,8.1e-07,,44,1
+22,5000000,1891.923,1024,True,952718,1.627e-05,4771,0.14342219,False,0.14439516,0.31007712,8.1e-07,,44,2
 23,5000000,3109.4678,2048,True,1009657,0.0038571,4168,4.37184167,True,0.19476205,0.52827941,6.85e-06,0.04951995,44,0
 23,5000000,2985.2998,2048,True,1009657,0.0038571,4168,4.37184167,True,0.19476205,0.52827941,6.85e-06,0.04951995,44,1
 23,5000000,2529.754,2048,True,1009657,0.0038571,4168,4.37184167,True,0.19476205,0.52827941,6.85e-06,0.04951995,44,2
-24,5000000,275.11157,2048,False,369055,0.01286475,14550,0.87835346,False,NaN,NaN,NaN,NaN,44,0
-24,5000000,-442.57138,2048,False,369055,0.01286475,14550,0.87835346,False,NaN,NaN,NaN,NaN,44,1
-24,5000000,-661.74146,2048,False,369055,0.01286475,14550,0.87835346,False,NaN,NaN,NaN,NaN,44,2
+24,5000000,275.11157,2048,False,369055,0.01286475,14550,0.87835346,False,,,,,44,0
+24,5000000,-442.57138,2048,False,369055,0.01286475,14550,0.87835346,False,,,,,44,1
+24,5000000,-661.74146,2048,False,369055,0.01286475,14550,0.87835346,False,,,,,44,2
 25,5000000,3300.9497,2048,True,1101152,0.01311845,2257,4.3159101,True,0.98900084,0.2509319,8e-08,0.90256817,44,0
 25,5000000,3504.561,2048,True,1101152,0.01311845,2257,4.3159101,True,0.98900084,0.2509319,8e-08,0.90256817,44,1
 25,5000000,2819.6838,2048,True,1101152,0.01311845,2257,4.3159101,True,0.98900084,0.2509319,8e-08,0.90256817,44,2
-26,5000000,2855.1675,1024,False,1221324,1.477e-05,6050,5.24778848,True,NaN,NaN,NaN,0.68895427,44,0
-26,5000000,3326.989,1024,False,1221324,1.477e-05,6050,5.24778848,True,NaN,NaN,NaN,0.68895427,44,1
-26,5000000,2254.5898,1024,False,1221324,1.477e-05,6050,5.24778848,True,NaN,NaN,NaN,0.68895427,44,2
-27,5000000,2976.9985,2048,False,1501716,9.526e-05,1191,0.13121557,False,NaN,NaN,NaN,NaN,44,0
-27,5000000,2513.3057,2048,False,1501716,9.526e-05,1191,0.13121557,False,NaN,NaN,NaN,NaN,44,1
-27,5000000,3756.4924,2048,False,1501716,9.526e-05,1191,0.13121557,False,NaN,NaN,NaN,NaN,44,2
-28,5000000,3230.4194,512,True,1416603,4.82e-06,11368,0.2786505,False,0.16784127,0.35701347,5.5e-07,NaN,44,0
-28,5000000,3742.7275,512,True,1416603,4.82e-06,11368,0.2786505,False,0.16784127,0.35701347,5.5e-07,NaN,44,1
-28,5000000,3354.396,512,True,1416603,4.82e-06,11368,0.2786505,False,0.16784127,0.35701347,5.5e-07,NaN,44,2
-29,5000000,906.9623,512,False,937353,0.02278715,7649,3.29140829,False,NaN,NaN,NaN,NaN,44,0
-29,5000000,466.7361,512,False,937353,0.02278715,7649,3.29140829,False,NaN,NaN,NaN,NaN,44,1
-29,5000000,145.99512,512,False,937353,0.02278715,7649,3.29140829,False,NaN,NaN,NaN,NaN,44,2
+26,5000000,2855.1675,1024,False,1221324,1.477e-05,6050,5.24778848,True,,,,0.68895427,44,0
+26,5000000,3326.989,1024,False,1221324,1.477e-05,6050,5.24778848,True,,,,0.68895427,44,1
+26,5000000,2254.5898,1024,False,1221324,1.477e-05,6050,5.24778848,True,,,,0.68895427,44,2
+27,5000000,2976.9985,2048,False,1501716,9.526e-05,1191,0.13121557,False,,,,,44,0
+27,5000000,2513.3057,2048,False,1501716,9.526e-05,1191,0.13121557,False,,,,,44,1
+27,5000000,3756.4924,2048,False,1501716,9.526e-05,1191,0.13121557,False,,,,,44,2
+28,5000000,3230.4194,512,True,1416603,4.82e-06,11368,0.2786505,False,0.16784127,0.35701347,5.5e-07,,44,0
+28,5000000,3742.7275,512,True,1416603,4.82e-06,11368,0.2786505,False,0.16784127,0.35701347,5.5e-07,,44,1
+28,5000000,3354.396,512,True,1416603,4.82e-06,11368,0.2786505,False,0.16784127,0.35701347,5.5e-07,,44,2
+29,5000000,906.9623,512,False,937353,0.02278715,7649,3.29140829,False,,,,,44,0
+29,5000000,466.7361,512,False,937353,0.02278715,7649,3.29140829,False,,,,,44,1
+29,5000000,145.99512,512,False,937353,0.02278715,7649,3.29140829,False,,,,,44,2
 30,5000000,-522.45996,2048,True,1611940,3.663e-05,10378,0.36042924,True,0.36624292,0.57098141,1.1e-07,0.17992207,44,0
 30,5000000,507.26096,2048,True,1611940,3.663e-05,10378,0.36042924,True,0.36624292,0.57098141,1.1e-07,0.17992207,44,1
 30,5000000,705.8638,2048,True,1611940,3.663e-05,10378,0.36042924,True,0.36624292,0.57098141,1.1e-07,0.17992207,44,2
-31,5000000,586.16614,512,False,841979,0.00375929,3907,0.47724823,True,NaN,NaN,NaN,0.06474162,44,0
-31,5000000,381.85834,512,False,841979,0.00375929,3907,0.47724823,True,NaN,NaN,NaN,0.06474162,44,1
-31,5000000,661.3575,512,False,841979,0.00375929,3907,0.47724823,True,NaN,NaN,NaN,0.06474162,44,2
+31,5000000,586.16614,512,False,841979,0.00375929,3907,0.47724823,True,,,,0.06474162,44,0
+31,5000000,381.85834,512,False,841979,0.00375929,3907,0.47724823,True,,,,0.06474162,44,1
+31,5000000,661.3575,512,False,841979,0.00375929,3907,0.47724823,True,,,,0.06474162,44,2
 0,5000000,-1847.0251,512,True,148418,1.4e-06,706,0.2176525,True,0.67302741,0.01507825,3.494e-05,0.95350982,43,0
 0,5000000,-40.29536,512,True,148418,1.4e-06,706,0.2176525,True,0.67302741,0.01507825,3.494e-05,0.95350982,43,1
 0,5000000,-1209.9257,512,True,148418,1.4e-06,706,0.2176525,True,0.67302741,0.01507825,3.494e-05,0.95350982,43,2
-1,5000000,734.88196,2048,True,1458643,0.00011384,7611,0.25022054,False,0.96110869,0.90279178,0.0,NaN,43,0
-1,5000000,-182.86508,2048,True,1458643,0.00011384,7611,0.25022054,False,0.96110869,0.90279178,0.0,NaN,43,1
-1,5000000,-331.88577,2048,True,1458643,0.00011384,7611,0.25022054,False,0.96110869,0.90279178,0.0,NaN,43,2
-2,5000000,4530.299,2048,False,613676,0.00044046,16245,2.69772808,True,NaN,NaN,NaN,0.42478201,43,0
-2,5000000,4309.075,2048,False,613676,0.00044046,16245,2.69772808,True,NaN,NaN,NaN,0.42478201,43,1
-2,5000000,3464.7651,2048,False,613676,0.00044046,16245,2.69772808,True,NaN,NaN,NaN,0.42478201,43,2
+1,5000000,734.88196,2048,True,1458643,0.00011384,7611,0.25022054,False,0.96110869,0.90279178,0.0,,43,0
+1,5000000,-182.86508,2048,True,1458643,0.00011384,7611,0.25022054,False,0.96110869,0.90279178,0.0,,43,1
+1,5000000,-331.88577,2048,True,1458643,0.00011384,7611,0.25022054,False,0.96110869,0.90279178,0.0,,43,2
+2,5000000,4530.299,2048,False,613676,0.00044046,16245,2.69772808,True,,,,0.42478201,43,0
+2,5000000,4309.075,2048,False,613676,0.00044046,16245,2.69772808,True,,,,0.42478201,43,1
+2,5000000,3464.7651,2048,False,613676,0.00044046,16245,2.69772808,True,,,,0.42478201,43,2
 3,5000000,907.01276,2048,True,724758,7.812e-05,7804,0.26853175,True,0.31124047,0.75925222,1.28e-06,0.41792481,43,0
 3,5000000,823.14935,2048,True,724758,7.812e-05,7804,0.26853175,True,0.31124047,0.75925222,1.28e-06,0.41792481,43,1
 3,5000000,899.78064,2048,True,724758,7.812e-05,7804,0.26853175,True,0.31124047,0.75925222,1.28e-06,0.41792481,43,2
-4,5000000,811.71216,1024,False,609233,0.06902611,3624,4.49942278,True,NaN,NaN,NaN,0.74479432,43,0
-4,5000000,821.8762,1024,False,609233,0.06902611,3624,4.49942278,True,NaN,NaN,NaN,0.74479432,43,1
-4,5000000,1316.9979,1024,False,609233,0.06902611,3624,4.49942278,True,NaN,NaN,NaN,0.74479432,43,2
-5,5000000,2989.4375,512,False,1277029,8.91e-06,1046,8.67783816,True,NaN,NaN,NaN,0.90882861,43,0
-5,5000000,3426.5217,512,False,1277029,8.91e-06,1046,8.67783816,True,NaN,NaN,NaN,0.90882861,43,1
-5,5000000,3741.009,512,False,1277029,8.91e-06,1046,8.67783816,True,NaN,NaN,NaN,0.90882861,43,2
+4,5000000,811.71216,1024,False,609233,0.06902611,3624,4.49942278,True,,,,0.74479432,43,0
+4,5000000,821.8762,1024,False,609233,0.06902611,3624,4.49942278,True,,,,0.74479432,43,1
+4,5000000,1316.9979,1024,False,609233,0.06902611,3624,4.49942278,True,,,,0.74479432,43,2
+5,5000000,2989.4375,512,False,1277029,8.91e-06,1046,8.67783816,True,,,,0.90882861,43,0
+5,5000000,3426.5217,512,False,1277029,8.91e-06,1046,8.67783816,True,,,,0.90882861,43,1
+5,5000000,3741.009,512,False,1277029,8.91e-06,1046,8.67783816,True,,,,0.90882861,43,2
 6,5000000,2317.5876,512,True,1289323,3.42e-06,89,5.67101199,True,0.8851429,0.41996397,0.0,0.87938607,43,0
 6,5000000,2184.0518,512,True,1289323,3.42e-06,89,5.67101199,True,0.8851429,0.41996397,0.0,0.87938607,43,1
 6,5000000,2268.0068,512,True,1289323,3.42e-06,89,5.67101199,True,0.8851429,0.41996397,0.0,0.87938607,43,2
-7,5000000,4162.1387,1024,False,1684239,0.00180398,1793,0.14047334,True,NaN,NaN,NaN,0.68403353,43,0
-7,5000000,3899.7173,1024,False,1684239,0.00180398,1793,0.14047334,True,NaN,NaN,NaN,0.68403353,43,1
-7,5000000,3666.582,1024,False,1684239,0.00180398,1793,0.14047334,True,NaN,NaN,NaN,0.68403353,43,2
-8,5000000,737.73694,1024,True,989553,3.5e-06,2966,1.66408232,False,0.3931813,0.35255607,1.3e-07,NaN,43,0
-8,5000000,818.9658,1024,True,989553,3.5e-06,2966,1.66408232,False,0.3931813,0.35255607,1.3e-07,NaN,43,1
-8,5000000,776.7029,1024,True,989553,3.5e-06,2966,1.66408232,False,0.3931813,0.35255607,1.3e-07,NaN,43,2
-9,5000000,673.38135,2048,True,878143,4.404e-05,1731,3.50145496,False,0.87445418,0.28816014,1e-08,NaN,43,0
-9,5000000,751.9058,2048,True,878143,4.404e-05,1731,3.50145496,False,0.87445418,0.28816014,1e-08,NaN,43,1
-9,5000000,735.2589,2048,True,878143,4.404e-05,1731,3.50145496,False,0.87445418,0.28816014,1e-08,NaN,43,2
-10,5000000,786.4856,1024,False,886169,0.06262998,10215,0.17723386,False,NaN,NaN,NaN,NaN,43,0
-10,5000000,837.2553,1024,False,886169,0.06262998,10215,0.17723386,False,NaN,NaN,NaN,NaN,43,1
-10,5000000,795.6406,1024,False,886169,0.06262998,10215,0.17723386,False,NaN,NaN,NaN,NaN,43,2
+7,5000000,4162.1387,1024,False,1684239,0.00180398,1793,0.14047334,True,,,,0.68403353,43,0
+7,5000000,3899.7173,1024,False,1684239,0.00180398,1793,0.14047334,True,,,,0.68403353,43,1
+7,5000000,3666.582,1024,False,1684239,0.00180398,1793,0.14047334,True,,,,0.68403353,43,2
+8,5000000,737.73694,1024,True,989553,3.5e-06,2966,1.66408232,False,0.3931813,0.35255607,1.3e-07,,43,0
+8,5000000,818.9658,1024,True,989553,3.5e-06,2966,1.66408232,False,0.3931813,0.35255607,1.3e-07,,43,1
+8,5000000,776.7029,1024,True,989553,3.5e-06,2966,1.66408232,False,0.3931813,0.35255607,1.3e-07,,43,2
+9,5000000,673.38135,2048,True,878143,4.404e-05,1731,3.50145496,False,0.87445418,0.28816014,1e-08,,43,0
+9,5000000,751.9058,2048,True,878143,4.404e-05,1731,3.50145496,False,0.87445418,0.28816014,1e-08,,43,1
+9,5000000,735.2589,2048,True,878143,4.404e-05,1731,3.50145496,False,0.87445418,0.28816014,1e-08,,43,2
+10,5000000,786.4856,1024,False,886169,0.06262998,10215,0.17723386,False,,,,,43,0
+10,5000000,837.2553,1024,False,886169,0.06262998,10215,0.17723386,False,,,,,43,1
+10,5000000,795.6406,1024,False,886169,0.06262998,10215,0.17723386,False,,,,,43,2
 11,5000000,53.896908,512,True,1550141,0.00016796,9068,4.40039726,True,0.2165122,0.15854333,6.8e-07,0.90424515,43,0
 11,5000000,168.78464,512,True,1550141,0.00016796,9068,4.40039726,True,0.2165122,0.15854333,6.8e-07,0.90424515,43,1
 11,5000000,39.65535,512,True,1550141,0.00016796,9068,4.40039726,True,0.2165122,0.15854333,6.8e-07,0.90424515,43,2
-12,5000000,-11.2263565,512,True,670450,0.00590945,9210,0.17848609,False,0.32680642,0.76734942,6.2e-07,NaN,43,0
-12,5000000,-10.195619,512,True,670450,0.00590945,9210,0.17848609,False,0.32680642,0.76734942,6.2e-07,NaN,43,1
-12,5000000,-3.1509879,512,True,670450,0.00590945,9210,0.17848609,False,0.32680642,0.76734942,6.2e-07,NaN,43,2
-13,5000000,2202.0696,1024,False,225129,3.85e-06,8797,0.65339108,False,NaN,NaN,NaN,NaN,43,0
-13,5000000,3338.1711,1024,False,225129,3.85e-06,8797,0.65339108,False,NaN,NaN,NaN,NaN,43,1
-13,5000000,3668.9941,1024,False,225129,3.85e-06,8797,0.65339108,False,NaN,NaN,NaN,NaN,43,2
-14,5000000,907.63605,512,False,1972244,0.05448919,6647,8.57833305,False,NaN,NaN,NaN,NaN,43,0
-14,5000000,884.2908,512,False,1972244,0.05448919,6647,8.57833305,False,NaN,NaN,NaN,NaN,43,1
-14,5000000,861.7311,512,False,1972244,0.05448919,6647,8.57833305,False,NaN,NaN,NaN,NaN,43,2
-15,5000000,837.156,1024,False,359084,3.289e-05,9059,0.55262709,True,NaN,NaN,NaN,0.88139984,43,0
-15,5000000,892.84924,1024,False,359084,3.289e-05,9059,0.55262709,True,NaN,NaN,NaN,0.88139984,43,1
-15,5000000,846.301,1024,False,359084,3.289e-05,9059,0.55262709,True,NaN,NaN,NaN,0.88139984,43,2
-16,5000000,3879.3245,512,True,310787,0.06031183,8667,2.42190098,False,0.34631196,0.75830648,6.595e-05,NaN,43,0
-16,5000000,4824.358,512,True,310787,0.06031183,8667,2.42190098,False,0.34631196,0.75830648,6.595e-05,NaN,43,1
-16,5000000,4056.1685,512,True,310787,0.06031183,8667,2.42190098,False,0.34631196,0.75830648,6.595e-05,NaN,43,2
-17,5000000,4756.5156,2048,True,201920,0.00013388,7187,0.11235351,False,0.87017794,0.05306146,1.77e-06,NaN,43,0
-17,5000000,4192.339,2048,True,201920,0.00013388,7187,0.11235351,False,0.87017794,0.05306146,1.77e-06,NaN,43,1
-17,5000000,3315.6367,2048,True,201920,0.00013388,7187,0.11235351,False,0.87017794,0.05306146,1.77e-06,NaN,43,2
-18,5000000,893.5531,1024,True,412217,0.00034407,6978,0.14964172,False,0.88481355,0.32889927,6.171e-05,NaN,43,0
-18,5000000,869.76776,1024,True,412217,0.00034407,6978,0.14964172,False,0.88481355,0.32889927,6.171e-05,NaN,43,1
-18,5000000,214.73279,1024,True,412217,0.00034407,6978,0.14964172,False,0.88481355,0.32889927,6.171e-05,NaN,43,2
-19,5000000,1379.7584,1024,True,372957,0.00025933,5102,0.21488648,False,0.99042107,0.85733856,8.86e-06,NaN,43,0
-19,5000000,1367.3,1024,True,372957,0.00025933,5102,0.21488648,False,0.99042107,0.85733856,8.86e-06,NaN,43,1
-19,5000000,1703.7266,1024,True,372957,0.00025933,5102,0.21488648,False,0.99042107,0.85733856,8.86e-06,NaN,43,2
-20,5000000,-187.02658,512,False,607800,2.394e-05,12301,1.1846057,False,NaN,NaN,NaN,NaN,43,0
-20,5000000,57.1733,512,False,607800,2.394e-05,12301,1.1846057,False,NaN,NaN,NaN,NaN,43,1
-20,5000000,1919.1982,512,False,607800,2.394e-05,12301,1.1846057,False,NaN,NaN,NaN,NaN,43,2
-21,5000000,1754.2772,1024,False,1013586,0.01864451,14401,0.408993,True,NaN,NaN,NaN,0.90285844,43,0
-21,5000000,-74.84663,1024,False,1013586,0.01864451,14401,0.408993,True,NaN,NaN,NaN,0.90285844,43,1
-21,5000000,1814.3801,1024,False,1013586,0.01864451,14401,0.408993,True,NaN,NaN,NaN,0.90285844,43,2
-22,5000000,563.94476,2048,True,1117272,1.848e-05,15267,0.10128324,False,0.48532083,0.57217206,1.2e-07,NaN,43,0
-22,5000000,532.9491,2048,True,1117272,1.848e-05,15267,0.10128324,False,0.48532083,0.57217206,1.2e-07,NaN,43,1
-22,5000000,703.73535,2048,True,1117272,1.848e-05,15267,0.10128324,False,0.48532083,0.57217206,1.2e-07,NaN,43,2
-23,5000000,3046.4043,2048,False,1022282,0.09277156,14806,0.93393561,True,NaN,NaN,NaN,0.32635656,43,0
-23,5000000,3940.8823,2048,False,1022282,0.09277156,14806,0.93393561,True,NaN,NaN,NaN,0.32635656,43,1
-23,5000000,4048.9897,2048,False,1022282,0.09277156,14806,0.93393561,True,NaN,NaN,NaN,0.32635656,43,2
-24,5000000,871.35333,2048,True,1750751,0.06752151,8067,4.31868714,False,0.47969654,0.97371753,5e-08,NaN,43,0
-24,5000000,846.34344,2048,True,1750751,0.06752151,8067,4.31868714,False,0.47969654,0.97371753,5e-08,NaN,43,1
-24,5000000,458.9747,2048,True,1750751,0.06752151,8067,4.31868714,False,0.47969654,0.97371753,5e-08,NaN,43,2
+12,5000000,-11.2263565,512,True,670450,0.00590945,9210,0.17848609,False,0.32680642,0.76734942,6.2e-07,,43,0
+12,5000000,-10.195619,512,True,670450,0.00590945,9210,0.17848609,False,0.32680642,0.76734942,6.2e-07,,43,1
+12,5000000,-3.1509879,512,True,670450,0.00590945,9210,0.17848609,False,0.32680642,0.76734942,6.2e-07,,43,2
+13,5000000,2202.0696,1024,False,225129,3.85e-06,8797,0.65339108,False,,,,,43,0
+13,5000000,3338.1711,1024,False,225129,3.85e-06,8797,0.65339108,False,,,,,43,1
+13,5000000,3668.9941,1024,False,225129,3.85e-06,8797,0.65339108,False,,,,,43,2
+14,5000000,907.63605,512,False,1972244,0.05448919,6647,8.57833305,False,,,,,43,0
+14,5000000,884.2908,512,False,1972244,0.05448919,6647,8.57833305,False,,,,,43,1
+14,5000000,861.7311,512,False,1972244,0.05448919,6647,8.57833305,False,,,,,43,2
+15,5000000,837.156,1024,False,359084,3.289e-05,9059,0.55262709,True,,,,0.88139984,43,0
+15,5000000,892.84924,1024,False,359084,3.289e-05,9059,0.55262709,True,,,,0.88139984,43,1
+15,5000000,846.301,1024,False,359084,3.289e-05,9059,0.55262709,True,,,,0.88139984,43,2
+16,5000000,3879.3245,512,True,310787,0.06031183,8667,2.42190098,False,0.34631196,0.75830648,6.595e-05,,43,0
+16,5000000,4824.358,512,True,310787,0.06031183,8667,2.42190098,False,0.34631196,0.75830648,6.595e-05,,43,1
+16,5000000,4056.1685,512,True,310787,0.06031183,8667,2.42190098,False,0.34631196,0.75830648,6.595e-05,,43,2
+17,5000000,4756.5156,2048,True,201920,0.00013388,7187,0.11235351,False,0.87017794,0.05306146,1.77e-06,,43,0
+17,5000000,4192.339,2048,True,201920,0.00013388,7187,0.11235351,False,0.87017794,0.05306146,1.77e-06,,43,1
+17,5000000,3315.6367,2048,True,201920,0.00013388,7187,0.11235351,False,0.87017794,0.05306146,1.77e-06,,43,2
+18,5000000,893.5531,1024,True,412217,0.00034407,6978,0.14964172,False,0.88481355,0.32889927,6.171e-05,,43,0
+18,5000000,869.76776,1024,True,412217,0.00034407,6978,0.14964172,False,0.88481355,0.32889927,6.171e-05,,43,1
+18,5000000,214.73279,1024,True,412217,0.00034407,6978,0.14964172,False,0.88481355,0.32889927,6.171e-05,,43,2
+19,5000000,1379.7584,1024,True,372957,0.00025933,5102,0.21488648,False,0.99042107,0.85733856,8.86e-06,,43,0
+19,5000000,1367.3,1024,True,372957,0.00025933,5102,0.21488648,False,0.99042107,0.85733856,8.86e-06,,43,1
+19,5000000,1703.7266,1024,True,372957,0.00025933,5102,0.21488648,False,0.99042107,0.85733856,8.86e-06,,43,2
+20,5000000,-187.02658,512,False,607800,2.394e-05,12301,1.1846057,False,,,,,43,0
+20,5000000,57.1733,512,False,607800,2.394e-05,12301,1.1846057,False,,,,,43,1
+20,5000000,1919.1982,512,False,607800,2.394e-05,12301,1.1846057,False,,,,,43,2
+21,5000000,1754.2772,1024,False,1013586,0.01864451,14401,0.408993,True,,,,0.90285844,43,0
+21,5000000,-74.84663,1024,False,1013586,0.01864451,14401,0.408993,True,,,,0.90285844,43,1
+21,5000000,1814.3801,1024,False,1013586,0.01864451,14401,0.408993,True,,,,0.90285844,43,2
+22,5000000,563.94476,2048,True,1117272,1.848e-05,15267,0.10128324,False,0.48532083,0.57217206,1.2e-07,,43,0
+22,5000000,532.9491,2048,True,1117272,1.848e-05,15267,0.10128324,False,0.48532083,0.57217206,1.2e-07,,43,1
+22,5000000,703.73535,2048,True,1117272,1.848e-05,15267,0.10128324,False,0.48532083,0.57217206,1.2e-07,,43,2
+23,5000000,3046.4043,2048,False,1022282,0.09277156,14806,0.93393561,True,,,,0.32635656,43,0
+23,5000000,3940.8823,2048,False,1022282,0.09277156,14806,0.93393561,True,,,,0.32635656,43,1
+23,5000000,4048.9897,2048,False,1022282,0.09277156,14806,0.93393561,True,,,,0.32635656,43,2
+24,5000000,871.35333,2048,True,1750751,0.06752151,8067,4.31868714,False,0.47969654,0.97371753,5e-08,,43,0
+24,5000000,846.34344,2048,True,1750751,0.06752151,8067,4.31868714,False,0.47969654,0.97371753,5e-08,,43,1
+24,5000000,458.9747,2048,True,1750751,0.06752151,8067,4.31868714,False,0.47969654,0.97371753,5e-08,,43,2
 25,5000000,-323.58032,1024,True,1553016,0.00092647,8467,7.07090916,True,0.6082462,0.42131663,0.0,0.69929805,43,0
 25,5000000,741.4716,1024,True,1553016,0.00092647,8467,7.07090916,True,0.6082462,0.42131663,0.0,0.69929805,43,1
 25,5000000,782.3109,1024,True,1553016,0.00092647,8467,7.07090916,True,0.6082462,0.42131663,0.0,0.69929805,43,2
-26,5000000,3104.1587,1024,False,1334367,5.905e-05,1949,0.3392767,False,NaN,NaN,NaN,NaN,43,0
-26,5000000,2854.3213,1024,False,1334367,5.905e-05,1949,0.3392767,False,NaN,NaN,NaN,NaN,43,1
-26,5000000,2961.7183,1024,False,1334367,5.905e-05,1949,0.3392767,False,NaN,NaN,NaN,NaN,43,2
+26,5000000,3104.1587,1024,False,1334367,5.905e-05,1949,0.3392767,False,,,,,43,0
+26,5000000,2854.3213,1024,False,1334367,5.905e-05,1949,0.3392767,False,,,,,43,1
+26,5000000,2961.7183,1024,False,1334367,5.905e-05,1949,0.3392767,False,,,,,43,2
 27,5000000,4918.045,512,True,203780,1.17e-06,12744,4.01530438,True,0.86923703,0.61385469,2.9e-07,0.99230613,43,0
 27,5000000,3836.419,512,True,203780,1.17e-06,12744,4.01530438,True,0.86923703,0.61385469,2.9e-07,0.99230613,43,1
 27,5000000,3411.1838,512,True,203780,1.17e-06,12744,4.01530438,True,0.86923703,0.61385469,2.9e-07,0.99230613,43,2
-28,5000000,2300.6797,1024,True,943067,1.99e-06,10878,1.29455632,False,0.45762423,0.88694876,1.504e-05,NaN,43,0
-28,5000000,-8.853983,1024,True,943067,1.99e-06,10878,1.29455632,False,0.45762423,0.88694876,1.504e-05,NaN,43,1
-28,5000000,2105.0454,1024,True,943067,1.99e-06,10878,1.29455632,False,0.45762423,0.88694876,1.504e-05,NaN,43,2
-29,5000000,870.5614,1024,False,1664841,0.03731207,13576,9.58449301,True,NaN,NaN,NaN,0.94939815,43,0
-29,5000000,854.4237,1024,False,1664841,0.03731207,13576,9.58449301,True,NaN,NaN,NaN,0.94939815,43,1
-29,5000000,868.2674,1024,False,1664841,0.03731207,13576,9.58449301,True,NaN,NaN,NaN,0.94939815,43,2
-30,5000000,-7.5694256,512,True,1064185,1.38e-06,16184,0.40011277,False,0.55704214,0.70099197,2.2e-07,NaN,43,0
-30,5000000,-22.686554,512,True,1064185,1.38e-06,16184,0.40011277,False,0.55704214,0.70099197,2.2e-07,NaN,43,1
-30,5000000,2279.319,512,True,1064185,1.38e-06,16184,0.40011277,False,0.55704214,0.70099197,2.2e-07,NaN,43,2
-31,5000000,480.8065,512,False,1200631,0.07761601,988,1.5020764,False,NaN,NaN,NaN,NaN,43,0
-31,5000000,-1061.8807,512,False,1200631,0.07761601,988,1.5020764,False,NaN,NaN,NaN,NaN,43,1
-31,5000000,766.9501,512,False,1200631,0.07761601,988,1.5020764,False,NaN,NaN,NaN,NaN,43,2
-0,5000000,4158.8013,1024,False,970139,9.339e-05,3016,1.80109316,False,NaN,NaN,NaN,NaN,46,0
-0,5000000,4599.0635,1024,False,970139,9.339e-05,3016,1.80109316,False,NaN,NaN,NaN,NaN,46,1
-0,5000000,3579.264,1024,False,970139,9.339e-05,3016,1.80109316,False,NaN,NaN,NaN,NaN,46,2
-1,5000000,-1194.657,1024,True,168750,1.244e-05,15427,0.30883566,False,0.49170605,0.58074783,7.3e-07,NaN,46,0
-1,5000000,556.14606,1024,True,168750,1.244e-05,15427,0.30883566,False,0.49170605,0.58074783,7.3e-07,NaN,46,1
-1,5000000,-1461.6003,1024,True,168750,1.244e-05,15427,0.30883566,False,0.49170605,0.58074783,7.3e-07,NaN,46,2
-2,5000000,807.55176,1024,True,663468,3.569e-05,40,2.60078975,False,0.34295881,0.84932715,1e-08,NaN,46,0
-2,5000000,823.2311,1024,True,663468,3.569e-05,40,2.60078975,False,0.34295881,0.84932715,1e-08,NaN,46,1
-2,5000000,877.40857,1024,True,663468,3.569e-05,40,2.60078975,False,0.34295881,0.84932715,1e-08,NaN,46,2
-3,5000000,801.50806,512,False,451491,2.645e-05,8726,0.46373897,True,NaN,NaN,NaN,0.04308129,46,0
-3,5000000,701.3539,512,False,451491,2.645e-05,8726,0.46373897,True,NaN,NaN,NaN,0.04308129,46,1
-3,5000000,818.40405,512,False,451491,2.645e-05,8726,0.46373897,True,NaN,NaN,NaN,0.04308129,46,2
-4,5000000,1522.8021,512,False,1819578,0.00451449,8031,2.11390926,True,NaN,NaN,NaN,0.7299293,46,0
-4,5000000,1426.7584,512,False,1819578,0.00451449,8031,2.11390926,True,NaN,NaN,NaN,0.7299293,46,1
-4,5000000,1630.7942,512,False,1819578,0.00451449,8031,2.11390926,True,NaN,NaN,NaN,0.7299293,46,2
-5,5000000,756.01184,2048,True,968832,0.00018729,10840,0.14241915,False,0.93557712,0.33802001,0.0,NaN,46,0
-5,5000000,830.3994,2048,True,968832,0.00018729,10840,0.14241915,False,0.93557712,0.33802001,0.0,NaN,46,1
-5,5000000,837.88586,2048,True,968832,0.00018729,10840,0.14241915,False,0.93557712,0.33802001,0.0,NaN,46,2
-6,5000000,944.3208,2048,False,1022330,0.03959301,3434,0.41136861,True,NaN,NaN,NaN,0.1137344,46,0
-6,5000000,823.5224,2048,False,1022330,0.03959301,3434,0.41136861,True,NaN,NaN,NaN,0.1137344,46,1
-6,5000000,562.7567,2048,False,1022330,0.03959301,3434,0.41136861,True,NaN,NaN,NaN,0.1137344,46,2
-7,5000000,1382.5791,1024,False,1137863,7.232e-05,1377,0.1268931,False,NaN,NaN,NaN,NaN,46,0
-7,5000000,2239.0544,1024,False,1137863,7.232e-05,1377,0.1268931,False,NaN,NaN,NaN,NaN,46,1
-7,5000000,1469.5132,1024,False,1137863,7.232e-05,1377,0.1268931,False,NaN,NaN,NaN,NaN,46,2
-8,5000000,1956.1084,1024,True,414558,1.668e-05,192,9.15033935,False,0.97041333,0.573542,2.9e-06,NaN,46,0
-8,5000000,2186.549,1024,True,414558,1.668e-05,192,9.15033935,False,0.97041333,0.573542,2.9e-06,NaN,46,1
-8,5000000,1997.2032,1024,True,414558,1.668e-05,192,9.15033935,False,0.97041333,0.573542,2.9e-06,NaN,46,2
-9,5000000,1703.6787,1024,False,154903,9.83e-06,843,0.16022108,True,NaN,NaN,NaN,0.17597535,46,0
-9,5000000,2848.9355,1024,False,154903,9.83e-06,843,0.16022108,True,NaN,NaN,NaN,0.17597535,46,1
-9,5000000,2909.3489,1024,False,154903,9.83e-06,843,0.16022108,True,NaN,NaN,NaN,0.17597535,46,2
-10,5000000,1593.3025,1024,False,1955860,1.1e-06,15835,0.64905994,True,NaN,NaN,NaN,0.82710468,46,0
-10,5000000,1958.9868,1024,False,1955860,1.1e-06,15835,0.64905994,True,NaN,NaN,NaN,0.82710468,46,1
-10,5000000,1788.4602,1024,False,1955860,1.1e-06,15835,0.64905994,True,NaN,NaN,NaN,0.82710468,46,2
-11,5000000,689.1475,1024,True,124683,0.0092563,7123,0.24822535,False,0.63938601,0.26633893,4.273e-05,NaN,46,0
-11,5000000,693.7404,1024,True,124683,0.0092563,7123,0.24822535,False,0.63938601,0.26633893,4.273e-05,NaN,46,1
-11,5000000,690.8258,1024,True,124683,0.0092563,7123,0.24822535,False,0.63938601,0.26633893,4.273e-05,NaN,46,2
-12,5000000,2566.2046,2048,False,958726,4.86e-06,13488,9.52760035,False,NaN,NaN,NaN,NaN,46,0
-12,5000000,2535.8228,2048,False,958726,4.86e-06,13488,9.52760035,False,NaN,NaN,NaN,NaN,46,1
-12,5000000,2853.5693,2048,False,958726,4.86e-06,13488,9.52760035,False,NaN,NaN,NaN,NaN,46,2
-13,5000000,568.43115,2048,False,1485022,0.02560739,10783,1.5200764,False,NaN,NaN,NaN,NaN,46,0
-13,5000000,601.85376,2048,False,1485022,0.02560739,10783,1.5200764,False,NaN,NaN,NaN,NaN,46,1
-13,5000000,609.7926,2048,False,1485022,0.02560739,10783,1.5200764,False,NaN,NaN,NaN,NaN,46,2
-14,5000000,2286.6968,2048,True,1058314,4.96e-06,6038,0.11162506,False,0.11470667,0.72716039,5.43e-06,NaN,46,0
-14,5000000,1563.1709,2048,True,1058314,4.96e-06,6038,0.11162506,False,0.11470667,0.72716039,5.43e-06,NaN,46,1
-14,5000000,1120.5385,2048,True,1058314,4.96e-06,6038,0.11162506,False,0.11470667,0.72716039,5.43e-06,NaN,46,2
-15,5000000,2088.2693,1024,False,1953684,8.35e-06,13424,0.63294492,False,NaN,NaN,NaN,NaN,46,0
-15,5000000,1471.7377,1024,False,1953684,8.35e-06,13424,0.63294492,False,NaN,NaN,NaN,NaN,46,1
-15,5000000,2042.632,1024,False,1953684,8.35e-06,13424,0.63294492,False,NaN,NaN,NaN,NaN,46,2
+28,5000000,2300.6797,1024,True,943067,1.99e-06,10878,1.29455632,False,0.45762423,0.88694876,1.504e-05,,43,0
+28,5000000,-8.853983,1024,True,943067,1.99e-06,10878,1.29455632,False,0.45762423,0.88694876,1.504e-05,,43,1
+28,5000000,2105.0454,1024,True,943067,1.99e-06,10878,1.29455632,False,0.45762423,0.88694876,1.504e-05,,43,2
+29,5000000,870.5614,1024,False,1664841,0.03731207,13576,9.58449301,True,,,,0.94939815,43,0
+29,5000000,854.4237,1024,False,1664841,0.03731207,13576,9.58449301,True,,,,0.94939815,43,1
+29,5000000,868.2674,1024,False,1664841,0.03731207,13576,9.58449301,True,,,,0.94939815,43,2
+30,5000000,-7.5694256,512,True,1064185,1.38e-06,16184,0.40011277,False,0.55704214,0.70099197,2.2e-07,,43,0
+30,5000000,-22.686554,512,True,1064185,1.38e-06,16184,0.40011277,False,0.55704214,0.70099197,2.2e-07,,43,1
+30,5000000,2279.319,512,True,1064185,1.38e-06,16184,0.40011277,False,0.55704214,0.70099197,2.2e-07,,43,2
+31,5000000,480.8065,512,False,1200631,0.07761601,988,1.5020764,False,,,,,43,0
+31,5000000,-1061.8807,512,False,1200631,0.07761601,988,1.5020764,False,,,,,43,1
+31,5000000,766.9501,512,False,1200631,0.07761601,988,1.5020764,False,,,,,43,2
+0,5000000,4158.8013,1024,False,970139,9.339e-05,3016,1.80109316,False,,,,,46,0
+0,5000000,4599.0635,1024,False,970139,9.339e-05,3016,1.80109316,False,,,,,46,1
+0,5000000,3579.264,1024,False,970139,9.339e-05,3016,1.80109316,False,,,,,46,2
+1,5000000,-1194.657,1024,True,168750,1.244e-05,15427,0.30883566,False,0.49170605,0.58074783,7.3e-07,,46,0
+1,5000000,556.14606,1024,True,168750,1.244e-05,15427,0.30883566,False,0.49170605,0.58074783,7.3e-07,,46,1
+1,5000000,-1461.6003,1024,True,168750,1.244e-05,15427,0.30883566,False,0.49170605,0.58074783,7.3e-07,,46,2
+2,5000000,807.55176,1024,True,663468,3.569e-05,40,2.60078975,False,0.34295881,0.84932715,1e-08,,46,0
+2,5000000,823.2311,1024,True,663468,3.569e-05,40,2.60078975,False,0.34295881,0.84932715,1e-08,,46,1
+2,5000000,877.40857,1024,True,663468,3.569e-05,40,2.60078975,False,0.34295881,0.84932715,1e-08,,46,2
+3,5000000,801.50806,512,False,451491,2.645e-05,8726,0.46373897,True,,,,0.04308129,46,0
+3,5000000,701.3539,512,False,451491,2.645e-05,8726,0.46373897,True,,,,0.04308129,46,1
+3,5000000,818.40405,512,False,451491,2.645e-05,8726,0.46373897,True,,,,0.04308129,46,2
+4,5000000,1522.8021,512,False,1819578,0.00451449,8031,2.11390926,True,,,,0.7299293,46,0
+4,5000000,1426.7584,512,False,1819578,0.00451449,8031,2.11390926,True,,,,0.7299293,46,1
+4,5000000,1630.7942,512,False,1819578,0.00451449,8031,2.11390926,True,,,,0.7299293,46,2
+5,5000000,756.01184,2048,True,968832,0.00018729,10840,0.14241915,False,0.93557712,0.33802001,0.0,,46,0
+5,5000000,830.3994,2048,True,968832,0.00018729,10840,0.14241915,False,0.93557712,0.33802001,0.0,,46,1
+5,5000000,837.88586,2048,True,968832,0.00018729,10840,0.14241915,False,0.93557712,0.33802001,0.0,,46,2
+6,5000000,944.3208,2048,False,1022330,0.03959301,3434,0.41136861,True,,,,0.1137344,46,0
+6,5000000,823.5224,2048,False,1022330,0.03959301,3434,0.41136861,True,,,,0.1137344,46,1
+6,5000000,562.7567,2048,False,1022330,0.03959301,3434,0.41136861,True,,,,0.1137344,46,2
+7,5000000,1382.5791,1024,False,1137863,7.232e-05,1377,0.1268931,False,,,,,46,0
+7,5000000,2239.0544,1024,False,1137863,7.232e-05,1377,0.1268931,False,,,,,46,1
+7,5000000,1469.5132,1024,False,1137863,7.232e-05,1377,0.1268931,False,,,,,46,2
+8,5000000,1956.1084,1024,True,414558,1.668e-05,192,9.15033935,False,0.97041333,0.573542,2.9e-06,,46,0
+8,5000000,2186.549,1024,True,414558,1.668e-05,192,9.15033935,False,0.97041333,0.573542,2.9e-06,,46,1
+8,5000000,1997.2032,1024,True,414558,1.668e-05,192,9.15033935,False,0.97041333,0.573542,2.9e-06,,46,2
+9,5000000,1703.6787,1024,False,154903,9.83e-06,843,0.16022108,True,,,,0.17597535,46,0
+9,5000000,2848.9355,1024,False,154903,9.83e-06,843,0.16022108,True,,,,0.17597535,46,1
+9,5000000,2909.3489,1024,False,154903,9.83e-06,843,0.16022108,True,,,,0.17597535,46,2
+10,5000000,1593.3025,1024,False,1955860,1.1e-06,15835,0.64905994,True,,,,0.82710468,46,0
+10,5000000,1958.9868,1024,False,1955860,1.1e-06,15835,0.64905994,True,,,,0.82710468,46,1
+10,5000000,1788.4602,1024,False,1955860,1.1e-06,15835,0.64905994,True,,,,0.82710468,46,2
+11,5000000,689.1475,1024,True,124683,0.0092563,7123,0.24822535,False,0.63938601,0.26633893,4.273e-05,,46,0
+11,5000000,693.7404,1024,True,124683,0.0092563,7123,0.24822535,False,0.63938601,0.26633893,4.273e-05,,46,1
+11,5000000,690.8258,1024,True,124683,0.0092563,7123,0.24822535,False,0.63938601,0.26633893,4.273e-05,,46,2
+12,5000000,2566.2046,2048,False,958726,4.86e-06,13488,9.52760035,False,,,,,46,0
+12,5000000,2535.8228,2048,False,958726,4.86e-06,13488,9.52760035,False,,,,,46,1
+12,5000000,2853.5693,2048,False,958726,4.86e-06,13488,9.52760035,False,,,,,46,2
+13,5000000,568.43115,2048,False,1485022,0.02560739,10783,1.5200764,False,,,,,46,0
+13,5000000,601.85376,2048,False,1485022,0.02560739,10783,1.5200764,False,,,,,46,1
+13,5000000,609.7926,2048,False,1485022,0.02560739,10783,1.5200764,False,,,,,46,2
+14,5000000,2286.6968,2048,True,1058314,4.96e-06,6038,0.11162506,False,0.11470667,0.72716039,5.43e-06,,46,0
+14,5000000,1563.1709,2048,True,1058314,4.96e-06,6038,0.11162506,False,0.11470667,0.72716039,5.43e-06,,46,1
+14,5000000,1120.5385,2048,True,1058314,4.96e-06,6038,0.11162506,False,0.11470667,0.72716039,5.43e-06,,46,2
+15,5000000,2088.2693,1024,False,1953684,8.35e-06,13424,0.63294492,False,,,,,46,0
+15,5000000,1471.7377,1024,False,1953684,8.35e-06,13424,0.63294492,False,,,,,46,1
+15,5000000,2042.632,1024,False,1953684,8.35e-06,13424,0.63294492,False,,,,,46,2
 16,5000000,1570.0217,512,True,226594,8.088e-05,15875,1.41254424,True,0.40302069,0.96143395,6e-08,0.50821939,46,0
 16,5000000,1757.2236,512,True,226594,8.088e-05,15875,1.41254424,True,0.40302069,0.96143395,6e-08,0.50821939,46,1
 16,5000000,1649.3533,512,True,226594,8.088e-05,15875,1.41254424,True,0.40302069,0.96143395,6e-08,0.50821939,46,2
-17,5000000,782.73486,1024,True,1459503,0.00079137,8590,0.5401751,False,0.51000964,0.84019423,1e-08,NaN,46,0
-17,5000000,687.29553,1024,True,1459503,0.00079137,8590,0.5401751,False,0.51000964,0.84019423,1e-08,NaN,46,1
-17,5000000,817.36316,1024,True,1459503,0.00079137,8590,0.5401751,False,0.51000964,0.84019423,1e-08,NaN,46,2
-18,5000000,2048.84,2048,False,339502,0.01074636,7,0.17045879,False,NaN,NaN,NaN,NaN,46,0
-18,5000000,2033.374,2048,False,339502,0.01074636,7,0.17045879,False,NaN,NaN,NaN,NaN,46,1
-18,5000000,2442.9517,2048,False,339502,0.01074636,7,0.17045879,False,NaN,NaN,NaN,NaN,46,2
-19,5000000,2678.7766,2048,False,794477,0.08725644,15688,1.81178802,False,NaN,NaN,NaN,NaN,46,0
-19,5000000,2987.973,2048,False,794477,0.08725644,15688,1.81178802,False,NaN,NaN,NaN,NaN,46,1
-19,5000000,3254.395,2048,False,794477,0.08725644,15688,1.81178802,False,NaN,NaN,NaN,NaN,46,2
-20,5000000,2032.2012,2048,False,992679,1.025e-05,16285,0.12150006,False,NaN,NaN,NaN,NaN,46,0
-20,5000000,3082.8135,2048,False,992679,1.025e-05,16285,0.12150006,False,NaN,NaN,NaN,NaN,46,1
-20,5000000,3046.4868,2048,False,992679,1.025e-05,16285,0.12150006,False,NaN,NaN,NaN,NaN,46,2
-21,5000000,-1025.3707,512,False,1425501,0.00474263,4415,1.13627434,True,NaN,NaN,NaN,0.64640395,46,0
-21,5000000,-1788.1328,512,False,1425501,0.00474263,4415,1.13627434,True,NaN,NaN,NaN,0.64640395,46,1
-21,5000000,-776.61145,512,False,1425501,0.00474263,4415,1.13627434,True,NaN,NaN,NaN,0.64640395,46,2
-22,5000000,3473.1716,1024,False,1560834,0.07643249,13174,0.15683077,True,NaN,NaN,NaN,0.38643274,46,0
-22,5000000,3288.606,1024,False,1560834,0.07643249,13174,0.15683077,True,NaN,NaN,NaN,0.38643274,46,1
-22,5000000,3423.8574,1024,False,1560834,0.07643249,13174,0.15683077,True,NaN,NaN,NaN,0.38643274,46,2
-23,5000000,886.34924,2048,True,1860088,0.00010645,12629,0.13035383,False,0.46548805,0.83724123,0.0,NaN,46,0
-23,5000000,868.1998,2048,True,1860088,0.00010645,12629,0.13035383,False,0.46548805,0.83724123,0.0,NaN,46,1
-23,5000000,845.5448,2048,True,1860088,0.00010645,12629,0.13035383,False,0.46548805,0.83724123,0.0,NaN,46,2
+17,5000000,782.73486,1024,True,1459503,0.00079137,8590,0.5401751,False,0.51000964,0.84019423,1e-08,,46,0
+17,5000000,687.29553,1024,True,1459503,0.00079137,8590,0.5401751,False,0.51000964,0.84019423,1e-08,,46,1
+17,5000000,817.36316,1024,True,1459503,0.00079137,8590,0.5401751,False,0.51000964,0.84019423,1e-08,,46,2
+18,5000000,2048.84,2048,False,339502,0.01074636,7,0.17045879,False,,,,,46,0
+18,5000000,2033.374,2048,False,339502,0.01074636,7,0.17045879,False,,,,,46,1
+18,5000000,2442.9517,2048,False,339502,0.01074636,7,0.17045879,False,,,,,46,2
+19,5000000,2678.7766,2048,False,794477,0.08725644,15688,1.81178802,False,,,,,46,0
+19,5000000,2987.973,2048,False,794477,0.08725644,15688,1.81178802,False,,,,,46,1
+19,5000000,3254.395,2048,False,794477,0.08725644,15688,1.81178802,False,,,,,46,2
+20,5000000,2032.2012,2048,False,992679,1.025e-05,16285,0.12150006,False,,,,,46,0
+20,5000000,3082.8135,2048,False,992679,1.025e-05,16285,0.12150006,False,,,,,46,1
+20,5000000,3046.4868,2048,False,992679,1.025e-05,16285,0.12150006,False,,,,,46,2
+21,5000000,-1025.3707,512,False,1425501,0.00474263,4415,1.13627434,True,,,,0.64640395,46,0
+21,5000000,-1788.1328,512,False,1425501,0.00474263,4415,1.13627434,True,,,,0.64640395,46,1
+21,5000000,-776.61145,512,False,1425501,0.00474263,4415,1.13627434,True,,,,0.64640395,46,2
+22,5000000,3473.1716,1024,False,1560834,0.07643249,13174,0.15683077,True,,,,0.38643274,46,0
+22,5000000,3288.606,1024,False,1560834,0.07643249,13174,0.15683077,True,,,,0.38643274,46,1
+22,5000000,3423.8574,1024,False,1560834,0.07643249,13174,0.15683077,True,,,,0.38643274,46,2
+23,5000000,886.34924,2048,True,1860088,0.00010645,12629,0.13035383,False,0.46548805,0.83724123,0.0,,46,0
+23,5000000,868.1998,2048,True,1860088,0.00010645,12629,0.13035383,False,0.46548805,0.83724123,0.0,,46,1
+23,5000000,845.5448,2048,True,1860088,0.00010645,12629,0.13035383,False,0.46548805,0.83724123,0.0,,46,2
 24,5000000,-33.391155,1024,True,1605518,2.65e-06,9805,6.72272512,True,0.79200126,0.34091723,0.0,0.64218634,46,0
 24,5000000,-36.08883,1024,True,1605518,2.65e-06,9805,6.72272512,True,0.79200126,0.34091723,0.0,0.64218634,46,1
 24,5000000,-1491.9597,1024,True,1605518,2.65e-06,9805,6.72272512,True,0.79200126,0.34091723,0.0,0.64218634,46,2
-25,5000000,1833.4425,2048,False,217638,1.66e-06,8412,0.59075923,True,NaN,NaN,NaN,0.56544258,46,0
-25,5000000,869.0619,2048,False,217638,1.66e-06,8412,0.59075923,True,NaN,NaN,NaN,0.56544258,46,1
-25,5000000,2812.7317,2048,False,217638,1.66e-06,8412,0.59075923,True,NaN,NaN,NaN,0.56544258,46,2
-26,5000000,2453.478,1024,True,188146,0.0001276,1574,0.80123828,False,0.42421614,0.48535966,2.56e-06,NaN,46,0
-26,5000000,2385.6592,1024,True,188146,0.0001276,1574,0.80123828,False,0.42421614,0.48535966,2.56e-06,NaN,46,1
-26,5000000,2225.5803,1024,True,188146,0.0001276,1574,0.80123828,False,0.42421614,0.48535966,2.56e-06,NaN,46,2
+25,5000000,1833.4425,2048,False,217638,1.66e-06,8412,0.59075923,True,,,,0.56544258,46,0
+25,5000000,869.0619,2048,False,217638,1.66e-06,8412,0.59075923,True,,,,0.56544258,46,1
+25,5000000,2812.7317,2048,False,217638,1.66e-06,8412,0.59075923,True,,,,0.56544258,46,2
+26,5000000,2453.478,1024,True,188146,0.0001276,1574,0.80123828,False,0.42421614,0.48535966,2.56e-06,,46,0
+26,5000000,2385.6592,1024,True,188146,0.0001276,1574,0.80123828,False,0.42421614,0.48535966,2.56e-06,,46,1
+26,5000000,2225.5803,1024,True,188146,0.0001276,1574,0.80123828,False,0.42421614,0.48535966,2.56e-06,,46,2
 27,5000000,1387.938,512,True,1097193,5.322e-05,1887,1.77498373,True,0.45926299,0.60976417,2.65e-06,0.54132835,46,0
 27,5000000,1588.1177,512,True,1097193,5.322e-05,1887,1.77498373,True,0.45926299,0.60976417,2.65e-06,0.54132835,46,1
 27,5000000,1563.9355,512,True,1097193,5.322e-05,1887,1.77498373,True,0.45926299,0.60976417,2.65e-06,0.54132835,46,2
-28,5000000,-943.06036,2048,True,1334179,1.57e-06,1243,0.71091279,False,0.62641187,0.65714041,0.0,NaN,46,0
-28,5000000,294.42676,2048,True,1334179,1.57e-06,1243,0.71091279,False,0.62641187,0.65714041,0.0,NaN,46,1
-28,5000000,504.54572,2048,True,1334179,1.57e-06,1243,0.71091279,False,0.62641187,0.65714041,0.0,NaN,46,2
-29,5000000,1009.68823,2048,True,333351,0.00114339,13833,0.29375822,False,0.89334722,0.65193694,0.0,NaN,46,0
-29,5000000,1035.1426,2048,True,333351,0.00114339,13833,0.29375822,False,0.89334722,0.65193694,0.0,NaN,46,1
-29,5000000,1142.7473,2048,True,333351,0.00114339,13833,0.29375822,False,0.89334722,0.65193694,0.0,NaN,46,2
-30,5000000,1191.4253,1024,True,658050,0.01427557,4340,5.38237766,False,0.77425782,0.922965,3.89e-06,NaN,46,0
-30,5000000,1357.3315,1024,True,658050,0.01427557,4340,5.38237766,False,0.77425782,0.922965,3.89e-06,NaN,46,1
-30,5000000,1202.5775,1024,True,658050,0.01427557,4340,5.38237766,False,0.77425782,0.922965,3.89e-06,NaN,46,2
-31,5000000,701.63245,1024,False,196061,0.00193106,5459,0.72007677,False,NaN,NaN,NaN,NaN,46,0
-31,5000000,68.55621,1024,False,196061,0.00193106,5459,0.72007677,False,NaN,NaN,NaN,NaN,46,1
-31,5000000,-93.32886,1024,False,196061,0.00193106,5459,0.72007677,False,NaN,NaN,NaN,NaN,46,2
+28,5000000,-943.06036,2048,True,1334179,1.57e-06,1243,0.71091279,False,0.62641187,0.65714041,0.0,,46,0
+28,5000000,294.42676,2048,True,1334179,1.57e-06,1243,0.71091279,False,0.62641187,0.65714041,0.0,,46,1
+28,5000000,504.54572,2048,True,1334179,1.57e-06,1243,0.71091279,False,0.62641187,0.65714041,0.0,,46,2
+29,5000000,1009.68823,2048,True,333351,0.00114339,13833,0.29375822,False,0.89334722,0.65193694,0.0,,46,0
+29,5000000,1035.1426,2048,True,333351,0.00114339,13833,0.29375822,False,0.89334722,0.65193694,0.0,,46,1
+29,5000000,1142.7473,2048,True,333351,0.00114339,13833,0.29375822,False,0.89334722,0.65193694,0.0,,46,2
+30,5000000,1191.4253,1024,True,658050,0.01427557,4340,5.38237766,False,0.77425782,0.922965,3.89e-06,,46,0
+30,5000000,1357.3315,1024,True,658050,0.01427557,4340,5.38237766,False,0.77425782,0.922965,3.89e-06,,46,1
+30,5000000,1202.5775,1024,True,658050,0.01427557,4340,5.38237766,False,0.77425782,0.922965,3.89e-06,,46,2
+31,5000000,701.63245,1024,False,196061,0.00193106,5459,0.72007677,False,,,,,46,0
+31,5000000,68.55621,1024,False,196061,0.00193106,5459,0.72007677,False,,,,,46,1
+31,5000000,-93.32886,1024,False,196061,0.00193106,5459,0.72007677,False,,,,,46,2

rs/brax_halfcheetah_sac.csv

@@ -2,180 +2,180 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 0,5000000,7695.1865,2048,True,1137098,0.00347027,5311,1.67380858,True,0.98339858,0.02313231,1e-08,0.18163101,42,0
 0,5000000,8413.375,2048,True,1137098,0.00347027,5311,1.67380858,True,0.98339858,0.02313231,1e-08,0.18163101,42,1
 0,5000000,8501.317,2048,True,1137098,0.00347027,5311,1.67380858,True,0.98339858,0.02313231,1e-08,0.18163101,42,2
-1,5000000,-531.1085,1024,False,1272765,2.77e-06,8529,0.35644979,True,NaN,NaN,NaN,0.88834062,42,0
-1,5000000,1465.7048,1024,False,1272765,2.77e-06,8529,0.35644979,True,NaN,NaN,NaN,0.88834062,42,1
-1,5000000,-596.55255,1024,False,1272765,2.77e-06,8529,0.35644979,True,NaN,NaN,NaN,0.88834062,42,2
-2,5000000,4760.7744,1024,True,123433,0.00152073,1678,1.77299739,False,0.80936575,0.43283671,1.2e-07,NaN,42,0
-2,5000000,2297.95,1024,True,123433,0.00152073,1678,1.77299739,False,0.80936575,0.43283671,1.2e-07,NaN,42,1
-2,5000000,5665.367,1024,True,123433,0.00152073,1678,1.77299739,False,0.80936575,0.43283671,1.2e-07,NaN,42,2
-3,5000000,3528.833,1024,True,814192,1.46e-06,5791,2.86043904,False,0.51311679,0.71403804,1e-07,NaN,42,0
-3,5000000,2003.675,1024,True,814192,1.46e-06,5791,2.86043904,False,0.51311679,0.71403804,1e-07,NaN,42,1
-3,5000000,3622.9983,1024,True,814192,1.46e-06,5791,2.86043904,False,0.51311679,0.71403804,1e-07,NaN,42,2
-4,5000000,-332.58685,512,False,991222,0.00426362,12874,7.59043883,True,NaN,NaN,NaN,0.63482724,42,0
-4,5000000,-627.82446,512,False,991222,0.00426362,12874,7.59043883,True,NaN,NaN,NaN,0.63482724,42,1
-4,5000000,-445.8963,512,False,991222,0.00426362,12874,7.59043883,True,NaN,NaN,NaN,0.63482724,42,2
-5,5000000,-21.728191,512,False,1355228,0.00547764,699,0.34431006,True,NaN,NaN,NaN,0.50650113,42,0
-5,5000000,-18.886002,512,False,1355228,0.00547764,699,0.34431006,True,NaN,NaN,NaN,0.50650113,42,1
-5,5000000,-10.931069,512,False,1355228,0.00547764,699,0.34431006,True,NaN,NaN,NaN,0.50650113,42,2
-6,5000000,-0.24122605,2048,False,1143448,0.01565552,15338,8.52125694,True,NaN,NaN,NaN,0.5537344,42,0
-6,5000000,-0.25225204,2048,False,1143448,0.01565552,15338,8.52125694,True,NaN,NaN,NaN,0.5537344,42,1
-6,5000000,-0.12473104,2048,False,1143448,0.01565552,15338,8.52125694,True,NaN,NaN,NaN,0.5537344,42,2
-7,5000000,5922.546,2048,True,1905074,3.81e-06,11151,1.70490505,False,0.68712413,0.64003956,1.138e-05,NaN,42,0
-7,5000000,-280.93378,2048,True,1905074,3.81e-06,11151,1.70490505,False,0.68712413,0.64003956,1.138e-05,NaN,42,1
-7,5000000,-228.45721,2048,True,1905074,3.81e-06,11151,1.70490505,False,0.68712413,0.64003956,1.138e-05,NaN,42,2
-8,5000000,-337.7614,1024,False,1257469,3.9e-06,11657,2.90599934,False,NaN,NaN,NaN,NaN,42,0
-8,5000000,1316.2961,1024,False,1257469,3.9e-06,11657,2.90599934,False,NaN,NaN,NaN,NaN,42,1
-8,5000000,-346.28894,1024,False,1257469,3.9e-06,11657,2.90599934,False,NaN,NaN,NaN,NaN,42,2
+1,5000000,-531.1085,1024,False,1272765,2.77e-06,8529,0.35644979,True,,,,0.88834062,42,0
+1,5000000,1465.7048,1024,False,1272765,2.77e-06,8529,0.35644979,True,,,,0.88834062,42,1
+1,5000000,-596.55255,1024,False,1272765,2.77e-06,8529,0.35644979,True,,,,0.88834062,42,2
+2,5000000,4760.7744,1024,True,123433,0.00152073,1678,1.77299739,False,0.80936575,0.43283671,1.2e-07,,42,0
+2,5000000,2297.95,1024,True,123433,0.00152073,1678,1.77299739,False,0.80936575,0.43283671,1.2e-07,,42,1
+2,5000000,5665.367,1024,True,123433,0.00152073,1678,1.77299739,False,0.80936575,0.43283671,1.2e-07,,42,2
+3,5000000,3528.833,1024,True,814192,1.46e-06,5791,2.86043904,False,0.51311679,0.71403804,1e-07,,42,0
+3,5000000,2003.675,1024,True,814192,1.46e-06,5791,2.86043904,False,0.51311679,0.71403804,1e-07,,42,1
+3,5000000,3622.9983,1024,True,814192,1.46e-06,5791,2.86043904,False,0.51311679,0.71403804,1e-07,,42,2
+4,5000000,-332.58685,512,False,991222,0.00426362,12874,7.59043883,True,,,,0.63482724,42,0
+4,5000000,-627.82446,512,False,991222,0.00426362,12874,7.59043883,True,,,,0.63482724,42,1
+4,5000000,-445.8963,512,False,991222,0.00426362,12874,7.59043883,True,,,,0.63482724,42,2
+5,5000000,-21.728191,512,False,1355228,0.00547764,699,0.34431006,True,,,,0.50650113,42,0
+5,5000000,-18.886002,512,False,1355228,0.00547764,699,0.34431006,True,,,,0.50650113,42,1
+5,5000000,-10.931069,512,False,1355228,0.00547764,699,0.34431006,True,,,,0.50650113,42,2
+6,5000000,-0.24122605,2048,False,1143448,0.01565552,15338,8.52125694,True,,,,0.5537344,42,0
+6,5000000,-0.25225204,2048,False,1143448,0.01565552,15338,8.52125694,True,,,,0.5537344,42,1
+6,5000000,-0.12473104,2048,False,1143448,0.01565552,15338,8.52125694,True,,,,0.5537344,42,2
+7,5000000,5922.546,2048,True,1905074,3.81e-06,11151,1.70490505,False,0.68712413,0.64003956,1.138e-05,,42,0
+7,5000000,-280.93378,2048,True,1905074,3.81e-06,11151,1.70490505,False,0.68712413,0.64003956,1.138e-05,,42,1
+7,5000000,-228.45721,2048,True,1905074,3.81e-06,11151,1.70490505,False,0.68712413,0.64003956,1.138e-05,,42,2
+8,5000000,-337.7614,1024,False,1257469,3.9e-06,11657,2.90599934,False,,,,,42,0
+8,5000000,1316.2961,1024,False,1257469,3.9e-06,11657,2.90599934,False,,,,,42,1
+8,5000000,-346.28894,1024,False,1257469,3.9e-06,11657,2.90599934,False,,,,,42,2
 9,5000000,2004.7692,2048,True,1847206,0.00484371,2539,0.71151318,True,0.38052809,0.7558444,1.3e-07,0.47397404,42,0
 9,5000000,4656.4434,2048,True,1847206,0.00484371,2539,0.71151318,True,0.38052809,0.7558444,1.3e-07,0.47397404,42,1
 9,5000000,4134.5146,2048,True,1847206,0.00484371,2539,0.71151318,True,0.38052809,0.7558444,1.3e-07,0.47397404,42,2
-10,5000000,-331.38495,512,True,214944,1.15e-06,11003,1.8146684,False,0.95911538,0.1779831,6e-08,NaN,42,0
-10,5000000,7010.1016,512,True,214944,1.15e-06,11003,1.8146684,False,0.95911538,0.1779831,6e-08,NaN,42,1
-10,5000000,4664.5146,512,True,214944,1.15e-06,11003,1.8146684,False,0.95911538,0.1779831,6e-08,NaN,42,2
+10,5000000,-331.38495,512,True,214944,1.15e-06,11003,1.8146684,False,0.95911538,0.1779831,6e-08,,42,0
+10,5000000,7010.1016,512,True,214944,1.15e-06,11003,1.8146684,False,0.95911538,0.1779831,6e-08,,42,1
+10,5000000,4664.5146,512,True,214944,1.15e-06,11003,1.8146684,False,0.95911538,0.1779831,6e-08,,42,2
 11,5000000,-32.82225,1024,True,1466609,7.626e-05,4158,0.67552123,True,0.58929804,0.21299488,6.1e-06,0.48144859,42,0
 11,5000000,3605.9204,1024,True,1466609,7.626e-05,4158,0.67552123,True,0.58929804,0.21299488,6.1e-06,0.48144859,42,1
 11,5000000,4457.0225,1024,True,1466609,7.626e-05,4158,0.67552123,True,0.58929804,0.21299488,6.1e-06,0.48144859,42,2
-12,5000000,1518.2285,1024,False,2276,0.03279105,10209,7.92576602,False,NaN,NaN,NaN,NaN,42,0
-12,5000000,3180.4448,1024,False,2276,0.03279105,10209,7.92576602,False,NaN,NaN,NaN,NaN,42,1
-12,5000000,1515.3552,1024,False,2276,0.03279105,10209,7.92576602,False,NaN,NaN,NaN,NaN,42,2
-13,5000000,-49.451683,1024,True,1420208,2.89e-06,4432,0.93120644,False,0.69029385,0.3606052,6.6e-07,NaN,42,0
-13,5000000,-398.54968,1024,True,1420208,2.89e-06,4432,0.93120644,False,0.69029385,0.3606052,6.6e-07,NaN,42,1
-13,5000000,-505.89258,1024,True,1420208,2.89e-06,4432,0.93120644,False,0.69029385,0.3606052,6.6e-07,NaN,42,2
-14,5000000,4793.2236,2048,False,1243653,6.032e-05,1605,0.2222016,False,NaN,NaN,NaN,NaN,42,0
-14,5000000,4882.8394,2048,False,1243653,6.032e-05,1605,0.2222016,False,NaN,NaN,NaN,NaN,42,1
-14,5000000,4603.043,2048,False,1243653,6.032e-05,1605,0.2222016,False,NaN,NaN,NaN,NaN,42,2
+12,5000000,1518.2285,1024,False,2276,0.03279105,10209,7.92576602,False,,,,,42,0
+12,5000000,3180.4448,1024,False,2276,0.03279105,10209,7.92576602,False,,,,,42,1
+12,5000000,1515.3552,1024,False,2276,0.03279105,10209,7.92576602,False,,,,,42,2
+13,5000000,-49.451683,1024,True,1420208,2.89e-06,4432,0.93120644,False,0.69029385,0.3606052,6.6e-07,,42,0
+13,5000000,-398.54968,1024,True,1420208,2.89e-06,4432,0.93120644,False,0.69029385,0.3606052,6.6e-07,,42,1
+13,5000000,-505.89258,1024,True,1420208,2.89e-06,4432,0.93120644,False,0.69029385,0.3606052,6.6e-07,,42,2
+14,5000000,4793.2236,2048,False,1243653,6.032e-05,1605,0.2222016,False,,,,,42,0
+14,5000000,4882.8394,2048,False,1243653,6.032e-05,1605,0.2222016,False,,,,,42,1
+14,5000000,4603.043,2048,False,1243653,6.032e-05,1605,0.2222016,False,,,,,42,2
 15,5000000,129.99739,1024,True,590857,1.02e-05,14231,8.51243525,True,0.0576137,0.82688135,4e-08,0.90067077,42,0
 15,5000000,10.519775,1024,True,590857,1.02e-05,14231,8.51243525,True,0.0576137,0.82688135,4e-08,0.90067077,42,1
 15,5000000,8.267711,1024,True,590857,1.02e-05,14231,8.51243525,True,0.0576137,0.82688135,4e-08,0.90067077,42,2
-16,5000000,1730.0605,512,False,1585190,0.00137575,9446,2.59394595,True,NaN,NaN,NaN,0.18978174,42,0
-16,5000000,88.8306,512,False,1585190,0.00137575,9446,2.59394595,True,NaN,NaN,NaN,0.18978174,42,1
-16,5000000,2995.2788,512,False,1585190,0.00137575,9446,2.59394595,True,NaN,NaN,NaN,0.18978174,42,2
-17,5000000,759.4142,1024,False,231227,0.00304266,11641,6.62784581,True,NaN,NaN,NaN,0.23235877,42,0
-17,5000000,693.47534,1024,False,231227,0.00304266,11641,6.62784581,True,NaN,NaN,NaN,0.23235877,42,1
-17,5000000,674.3253,1024,False,231227,0.00304266,11641,6.62784581,True,NaN,NaN,NaN,0.23235877,42,2
-18,5000000,428.80548,1024,True,1196913,0.06387804,9984,6.25329013,False,0.71691861,0.76770272,2e-08,NaN,42,0
-18,5000000,-956.8541,1024,True,1196913,0.06387804,9984,6.25329013,False,0.71691861,0.76770272,2e-08,NaN,42,1
-18,5000000,-260.79578,1024,True,1196913,0.06387804,9984,6.25329013,False,0.71691861,0.76770272,2e-08,NaN,42,2
+16,5000000,1730.0605,512,False,1585190,0.00137575,9446,2.59394595,True,,,,0.18978174,42,0
+16,5000000,88.8306,512,False,1585190,0.00137575,9446,2.59394595,True,,,,0.18978174,42,1
+16,5000000,2995.2788,512,False,1585190,0.00137575,9446,2.59394595,True,,,,0.18978174,42,2
+17,5000000,759.4142,1024,False,231227,0.00304266,11641,6.62784581,True,,,,0.23235877,42,0
+17,5000000,693.47534,1024,False,231227,0.00304266,11641,6.62784581,True,,,,0.23235877,42,1
+17,5000000,674.3253,1024,False,231227,0.00304266,11641,6.62784581,True,,,,0.23235877,42,2
+18,5000000,428.80548,1024,True,1196913,0.06387804,9984,6.25329013,False,0.71691861,0.76770272,2e-08,,42,0
+18,5000000,-956.8541,1024,True,1196913,0.06387804,9984,6.25329013,False,0.71691861,0.76770272,2e-08,,42,1
+18,5000000,-260.79578,1024,True,1196913,0.06387804,9984,6.25329013,False,0.71691861,0.76770272,2e-08,,42,2
 19,5000000,8633.932,2048,True,1729120,0.01063102,8356,1.84706232,True,0.81926913,0.275383,3e-08,0.49255689,42,0
 19,5000000,7033.416,2048,True,1729120,0.01063102,8356,1.84706232,True,0.81926913,0.275383,3e-08,0.49255689,42,1
 19,5000000,8721.504,2048,True,1729120,0.01063102,8356,1.84706232,True,0.81926913,0.275383,3e-08,0.49255689,42,2
-20,5000000,-371.53503,1024,True,1363437,7.22e-06,5475,0.10519417,False,0.57756143,0.36033266,0.0,NaN,42,0
-20,5000000,-415.24005,1024,True,1363437,7.22e-06,5475,0.10519417,False,0.57756143,0.36033266,0.0,NaN,42,1
-20,5000000,-219.55247,1024,True,1363437,7.22e-06,5475,0.10519417,False,0.57756143,0.36033266,0.0,NaN,42,2
-21,5000000,-594.7354,512,False,701804,0.00023506,12312,8.61784694,True,NaN,NaN,NaN,0.70851942,42,0
-21,5000000,1713.727,512,False,701804,0.00023506,12312,8.61784694,True,NaN,NaN,NaN,0.70851942,42,1
-21,5000000,2077.9724,512,False,701804,0.00023506,12312,8.61784694,True,NaN,NaN,NaN,0.70851942,42,2
-22,5000000,-141.51283,1024,True,1799894,1.88e-06,2667,0.42715026,False,0.42333102,0.39012425,0.0,NaN,42,0
-22,5000000,-86.709366,1024,True,1799894,1.88e-06,2667,0.42715026,False,0.42333102,0.39012425,0.0,NaN,42,1
-22,5000000,-2.0095515,1024,True,1799894,1.88e-06,2667,0.42715026,False,0.42333102,0.39012425,0.0,NaN,42,2
-23,5000000,-0.2624374,512,False,434840,1.68e-06,1828,5.7310819,False,NaN,NaN,NaN,NaN,42,0
-23,5000000,-0.26584715,512,False,434840,1.68e-06,1828,5.7310819,False,NaN,NaN,NaN,NaN,42,1
-23,5000000,-0.4114172,512,False,434840,1.68e-06,1828,5.7310819,False,NaN,NaN,NaN,NaN,42,2
-24,5000000,89.50892,2048,True,766561,2.316e-05,13774,0.10236801,False,0.85269484,0.35433112,9.71e-06,NaN,42,0
-24,5000000,8102.465,2048,True,766561,2.316e-05,13774,0.10236801,False,0.85269484,0.35433112,9.71e-06,NaN,42,1
-24,5000000,7949.2676,2048,True,766561,2.316e-05,13774,0.10236801,False,0.85269484,0.35433112,9.71e-06,NaN,42,2
-25,5000000,9162.217,2048,True,1941897,0.03495478,10177,1.8535803,False,0.3982297,0.77314557,2.3e-07,NaN,42,0
-25,5000000,8548.789,2048,True,1941897,0.03495478,10177,1.8535803,False,0.3982297,0.77314557,2.3e-07,NaN,42,1
-25,5000000,10922.775,2048,True,1941897,0.03495478,10177,1.8535803,False,0.3982297,0.77314557,2.3e-07,NaN,42,2
-26,5000000,-0.32805836,512,True,228310,0.09674366,10396,0.35198086,False,0.76249314,0.74837864,2.3e-07,NaN,42,0
-26,5000000,-200.97949,512,True,228310,0.09674366,10396,0.35198086,False,0.76249314,0.74837864,2.3e-07,NaN,42,1
-26,5000000,-487.1264,512,True,228310,0.09674366,10396,0.35198086,False,0.76249314,0.74837864,2.3e-07,NaN,42,2
-27,5000000,-23.115526,512,True,1602429,1.342e-05,4167,3.15009229,False,0.5640522,0.35712066,6.9e-07,NaN,42,0
-27,5000000,-29.251245,512,True,1602429,1.342e-05,4167,3.15009229,False,0.5640522,0.35712066,6.9e-07,NaN,42,1
-27,5000000,-31.470934,512,True,1602429,1.342e-05,4167,3.15009229,False,0.5640522,0.35712066,6.9e-07,NaN,42,2
-28,5000000,-91.914795,2048,False,1598714,0.00058211,4109,0.31203727,False,NaN,NaN,NaN,NaN,42,0
-28,5000000,1123.542,2048,False,1598714,0.00058211,4109,0.31203727,False,NaN,NaN,NaN,NaN,42,1
-28,5000000,1020.13666,2048,False,1598714,0.00058211,4109,0.31203727,False,NaN,NaN,NaN,NaN,42,2
-29,5000000,2094.6118,1024,False,996067,0.00188385,529,0.5567975,False,NaN,NaN,NaN,NaN,42,0
-29,5000000,513.1967,1024,False,996067,0.00188385,529,0.5567975,False,NaN,NaN,NaN,NaN,42,1
-29,5000000,8079.8506,1024,False,996067,0.00188385,529,0.5567975,False,NaN,NaN,NaN,NaN,42,2
-30,5000000,-2.2725632,2048,True,93348,0.00017055,16001,0.17547685,False,0.48509811,0.58431111,0.0,NaN,42,0
-30,5000000,-19.502937,2048,True,93348,0.00017055,16001,0.17547685,False,0.48509811,0.58431111,0.0,NaN,42,1
-30,5000000,-36.976437,2048,True,93348,0.00017055,16001,0.17547685,False,0.48509811,0.58431111,0.0,NaN,42,2
+20,5000000,-371.53503,1024,True,1363437,7.22e-06,5475,0.10519417,False,0.57756143,0.36033266,0.0,,42,0
+20,5000000,-415.24005,1024,True,1363437,7.22e-06,5475,0.10519417,False,0.57756143,0.36033266,0.0,,42,1
+20,5000000,-219.55247,1024,True,1363437,7.22e-06,5475,0.10519417,False,0.57756143,0.36033266,0.0,,42,2
+21,5000000,-594.7354,512,False,701804,0.00023506,12312,8.61784694,True,,,,0.70851942,42,0
+21,5000000,1713.727,512,False,701804,0.00023506,12312,8.61784694,True,,,,0.70851942,42,1
+21,5000000,2077.9724,512,False,701804,0.00023506,12312,8.61784694,True,,,,0.70851942,42,2
+22,5000000,-141.51283,1024,True,1799894,1.88e-06,2667,0.42715026,False,0.42333102,0.39012425,0.0,,42,0
+22,5000000,-86.709366,1024,True,1799894,1.88e-06,2667,0.42715026,False,0.42333102,0.39012425,0.0,,42,1
+22,5000000,-2.0095515,1024,True,1799894,1.88e-06,2667,0.42715026,False,0.42333102,0.39012425,0.0,,42,2
+23,5000000,-0.2624374,512,False,434840,1.68e-06,1828,5.7310819,False,,,,,42,0
+23,5000000,-0.26584715,512,False,434840,1.68e-06,1828,5.7310819,False,,,,,42,1
+23,5000000,-0.4114172,512,False,434840,1.68e-06,1828,5.7310819,False,,,,,42,2
+24,5000000,89.50892,2048,True,766561,2.316e-05,13774,0.10236801,False,0.85269484,0.35433112,9.71e-06,,42,0
+24,5000000,8102.465,2048,True,766561,2.316e-05,13774,0.10236801,False,0.85269484,0.35433112,9.71e-06,,42,1
+24,5000000,7949.2676,2048,True,766561,2.316e-05,13774,0.10236801,False,0.85269484,0.35433112,9.71e-06,,42,2
+25,5000000,9162.217,2048,True,1941897,0.03495478,10177,1.8535803,False,0.3982297,0.77314557,2.3e-07,,42,0
+25,5000000,8548.789,2048,True,1941897,0.03495478,10177,1.8535803,False,0.3982297,0.77314557,2.3e-07,,42,1
+25,5000000,10922.775,2048,True,1941897,0.03495478,10177,1.8535803,False,0.3982297,0.77314557,2.3e-07,,42,2
+26,5000000,-0.32805836,512,True,228310,0.09674366,10396,0.35198086,False,0.76249314,0.74837864,2.3e-07,,42,0
+26,5000000,-200.97949,512,True,228310,0.09674366,10396,0.35198086,False,0.76249314,0.74837864,2.3e-07,,42,1
+26,5000000,-487.1264,512,True,228310,0.09674366,10396,0.35198086,False,0.76249314,0.74837864,2.3e-07,,42,2
+27,5000000,-23.115526,512,True,1602429,1.342e-05,4167,3.15009229,False,0.5640522,0.35712066,6.9e-07,,42,0
+27,5000000,-29.251245,512,True,1602429,1.342e-05,4167,3.15009229,False,0.5640522,0.35712066,6.9e-07,,42,1
+27,5000000,-31.470934,512,True,1602429,1.342e-05,4167,3.15009229,False,0.5640522,0.35712066,6.9e-07,,42,2
+28,5000000,-91.914795,2048,False,1598714,0.00058211,4109,0.31203727,False,,,,,42,0
+28,5000000,1123.542,2048,False,1598714,0.00058211,4109,0.31203727,False,,,,,42,1
+28,5000000,1020.13666,2048,False,1598714,0.00058211,4109,0.31203727,False,,,,,42,2
+29,5000000,2094.6118,1024,False,996067,0.00188385,529,0.5567975,False,,,,,42,0
+29,5000000,513.1967,1024,False,996067,0.00188385,529,0.5567975,False,,,,,42,1
+29,5000000,8079.8506,1024,False,996067,0.00188385,529,0.5567975,False,,,,,42,2
+30,5000000,-2.2725632,2048,True,93348,0.00017055,16001,0.17547685,False,0.48509811,0.58431111,0.0,,42,0
+30,5000000,-19.502937,2048,True,93348,0.00017055,16001,0.17547685,False,0.48509811,0.58431111,0.0,,42,1
+30,5000000,-36.976437,2048,True,93348,0.00017055,16001,0.17547685,False,0.48509811,0.58431111,0.0,,42,2
 31,5000000,438.38525,2048,True,1831325,0.02210675,3072,2.00662378,True,0.75490348,0.76753896,4e-08,0.33509742,42,0
 31,5000000,728.23773,2048,True,1831325,0.02210675,3072,2.00662378,True,0.75490348,0.76753896,4e-08,0.33509742,42,1
 31,5000000,1095.0079,2048,True,1831325,0.02210675,3072,2.00662378,True,0.75490348,0.76753896,4e-08,0.33509742,42,2
-0,5000000,-31.507637,2048,False,1885761,0.00137075,3089,0.76043444,True,NaN,NaN,NaN,0.57306547,45,0
-0,5000000,-31.026482,2048,False,1885761,0.00137075,3089,0.76043444,True,NaN,NaN,NaN,0.57306547,45,1
-0,5000000,-15.58835,2048,False,1885761,0.00137075,3089,0.76043444,True,NaN,NaN,NaN,0.57306547,45,2
-1,5000000,2266.0408,512,False,1531666,0.0832114,13847,0.23740587,False,NaN,NaN,NaN,NaN,45,0
-1,5000000,8571.586,512,False,1531666,0.0832114,13847,0.23740587,False,NaN,NaN,NaN,NaN,45,1
-1,5000000,9233.272,512,False,1531666,0.0832114,13847,0.23740587,False,NaN,NaN,NaN,NaN,45,2
-2,5000000,-8.311093,512,True,39691,3.086e-05,6886,2.1212451,False,0.07966616,0.87553353,6.668e-05,NaN,45,0
-2,5000000,-600.5461,512,True,39691,3.086e-05,6886,2.1212451,False,0.07966616,0.87553353,6.668e-05,NaN,45,1
-2,5000000,0.0,512,True,39691,3.086e-05,6886,2.1212451,False,0.07966616,0.87553353,6.668e-05,NaN,45,2
-3,5000000,-557.64026,512,False,1460277,0.00139026,4794,0.51309419,False,NaN,NaN,NaN,NaN,45,0
-3,5000000,5527.7085,512,False,1460277,0.00139026,4794,0.51309419,False,NaN,NaN,NaN,NaN,45,1
-3,5000000,5388.247,512,False,1460277,0.00139026,4794,0.51309419,False,NaN,NaN,NaN,NaN,45,2
-4,5000000,-2.186512,1024,False,851395,0.0015119,10308,0.23587596,True,NaN,NaN,NaN,0.3766695,45,0
-4,5000000,-8.302943,1024,False,851395,0.0015119,10308,0.23587596,True,NaN,NaN,NaN,0.3766695,45,1
-4,5000000,-3.8896084,1024,False,851395,0.0015119,10308,0.23587596,True,NaN,NaN,NaN,0.3766695,45,2
-5,5000000,7025.042,2048,True,1936096,0.00010176,10780,0.37185759,False,0.76875422,0.9643479,1.568e-05,NaN,45,0
-5,5000000,4755.4385,2048,True,1936096,0.00010176,10780,0.37185759,False,0.76875422,0.9643479,1.568e-05,NaN,45,1
-5,5000000,4444.5176,2048,True,1936096,0.00010176,10780,0.37185759,False,0.76875422,0.9643479,1.568e-05,NaN,45,2
-6,5000000,2081.5464,512,False,489116,1.02e-05,7757,4.64426372,False,NaN,NaN,NaN,NaN,45,0
-6,5000000,601.69135,512,False,489116,1.02e-05,7757,4.64426372,False,NaN,NaN,NaN,NaN,45,1
-6,5000000,47.92175,512,False,489116,1.02e-05,7757,4.64426372,False,NaN,NaN,NaN,NaN,45,2
-7,5000000,-1005.27716,2048,False,1666568,5.52e-06,10689,0.20204641,False,NaN,NaN,NaN,NaN,45,0
-7,5000000,1321.6123,2048,False,1666568,5.52e-06,10689,0.20204641,False,NaN,NaN,NaN,NaN,45,1
-7,5000000,1164.4604,2048,False,1666568,5.52e-06,10689,0.20204641,False,NaN,NaN,NaN,NaN,45,2
-8,5000000,540.7632,512,False,244867,0.03927647,7859,7.48780068,False,NaN,NaN,NaN,NaN,45,0
-8,5000000,740.51135,512,False,244867,0.03927647,7859,7.48780068,False,NaN,NaN,NaN,NaN,45,1
-8,5000000,531.5643,512,False,244867,0.03927647,7859,7.48780068,False,NaN,NaN,NaN,NaN,45,2
-9,5000000,8303.615,2048,False,1348625,0.02014459,6383,0.62221325,False,NaN,NaN,NaN,NaN,45,0
-9,5000000,6991.343,2048,False,1348625,0.02014459,6383,0.62221325,False,NaN,NaN,NaN,NaN,45,1
-9,5000000,6025.7725,2048,False,1348625,0.02014459,6383,0.62221325,False,NaN,NaN,NaN,NaN,45,2
-10,5000000,-30.759865,512,False,1179736,2.115e-05,2415,0.12177071,True,NaN,NaN,NaN,0.29382506,45,0
-10,5000000,-39.770477,512,False,1179736,2.115e-05,2415,0.12177071,True,NaN,NaN,NaN,0.29382506,45,1
-10,5000000,2.1099205,512,False,1179736,2.115e-05,2415,0.12177071,True,NaN,NaN,NaN,0.29382506,45,2
-11,5000000,5674.912,1024,True,632547,0.00541226,11985,0.96123879,False,0.58829556,0.87119143,1e-08,NaN,45,0
-11,5000000,-71.30611,1024,True,632547,0.00541226,11985,0.96123879,False,0.58829556,0.87119143,1e-08,NaN,45,1
-11,5000000,-209.16203,1024,True,632547,0.00541226,11985,0.96123879,False,0.58829556,0.87119143,1e-08,NaN,45,2
-12,5000000,-186.22356,512,False,1920777,0.03921479,12827,0.77689218,False,NaN,NaN,NaN,NaN,45,0
-12,5000000,-473.9914,512,False,1920777,0.03921479,12827,0.77689218,False,NaN,NaN,NaN,NaN,45,1
-12,5000000,149.55266,512,False,1920777,0.03921479,12827,0.77689218,False,NaN,NaN,NaN,NaN,45,2
-13,5000000,-9.233379,1024,False,1841111,0.00302509,5028,2.42800938,False,NaN,NaN,NaN,NaN,45,0
-13,5000000,-233.1965,1024,False,1841111,0.00302509,5028,2.42800938,False,NaN,NaN,NaN,NaN,45,1
-13,5000000,-371.86838,1024,False,1841111,0.00302509,5028,2.42800938,False,NaN,NaN,NaN,NaN,45,2
+0,5000000,-31.507637,2048,False,1885761,0.00137075,3089,0.76043444,True,,,,0.57306547,45,0
+0,5000000,-31.026482,2048,False,1885761,0.00137075,3089,0.76043444,True,,,,0.57306547,45,1
+0,5000000,-15.58835,2048,False,1885761,0.00137075,3089,0.76043444,True,,,,0.57306547,45,2
+1,5000000,2266.0408,512,False,1531666,0.0832114,13847,0.23740587,False,,,,,45,0
+1,5000000,8571.586,512,False,1531666,0.0832114,13847,0.23740587,False,,,,,45,1
+1,5000000,9233.272,512,False,1531666,0.0832114,13847,0.23740587,False,,,,,45,2
+2,5000000,-8.311093,512,True,39691,3.086e-05,6886,2.1212451,False,0.07966616,0.87553353,6.668e-05,,45,0
+2,5000000,-600.5461,512,True,39691,3.086e-05,6886,2.1212451,False,0.07966616,0.87553353,6.668e-05,,45,1
+2,5000000,0.0,512,True,39691,3.086e-05,6886,2.1212451,False,0.07966616,0.87553353,6.668e-05,,45,2
+3,5000000,-557.64026,512,False,1460277,0.00139026,4794,0.51309419,False,,,,,45,0
+3,5000000,5527.7085,512,False,1460277,0.00139026,4794,0.51309419,False,,,,,45,1
+3,5000000,5388.247,512,False,1460277,0.00139026,4794,0.51309419,False,,,,,45,2
+4,5000000,-2.186512,1024,False,851395,0.0015119,10308,0.23587596,True,,,,0.3766695,45,0
+4,5000000,-8.302943,1024,False,851395,0.0015119,10308,0.23587596,True,,,,0.3766695,45,1
+4,5000000,-3.8896084,1024,False,851395,0.0015119,10308,0.23587596,True,,,,0.3766695,45,2
+5,5000000,7025.042,2048,True,1936096,0.00010176,10780,0.37185759,False,0.76875422,0.9643479,1.568e-05,,45,0
+5,5000000,4755.4385,2048,True,1936096,0.00010176,10780,0.37185759,False,0.76875422,0.9643479,1.568e-05,,45,1
+5,5000000,4444.5176,2048,True,1936096,0.00010176,10780,0.37185759,False,0.76875422,0.9643479,1.568e-05,,45,2
+6,5000000,2081.5464,512,False,489116,1.02e-05,7757,4.64426372,False,,,,,45,0
+6,5000000,601.69135,512,False,489116,1.02e-05,7757,4.64426372,False,,,,,45,1
+6,5000000,47.92175,512,False,489116,1.02e-05,7757,4.64426372,False,,,,,45,2
+7,5000000,-1005.27716,2048,False,1666568,5.52e-06,10689,0.20204641,False,,,,,45,0
+7,5000000,1321.6123,2048,False,1666568,5.52e-06,10689,0.20204641,False,,,,,45,1
+7,5000000,1164.4604,2048,False,1666568,5.52e-06,10689,0.20204641,False,,,,,45,2
+8,5000000,540.7632,512,False,244867,0.03927647,7859,7.48780068,False,,,,,45,0
+8,5000000,740.51135,512,False,244867,0.03927647,7859,7.48780068,False,,,,,45,1
+8,5000000,531.5643,512,False,244867,0.03927647,7859,7.48780068,False,,,,,45,2
+9,5000000,8303.615,2048,False,1348625,0.02014459,6383,0.62221325,False,,,,,45,0
+9,5000000,6991.343,2048,False,1348625,0.02014459,6383,0.62221325,False,,,,,45,1
+9,5000000,6025.7725,2048,False,1348625,0.02014459,6383,0.62221325,False,,,,,45,2
+10,5000000,-30.759865,512,False,1179736,2.115e-05,2415,0.12177071,True,,,,0.29382506,45,0
+10,5000000,-39.770477,512,False,1179736,2.115e-05,2415,0.12177071,True,,,,0.29382506,45,1
+10,5000000,2.1099205,512,False,1179736,2.115e-05,2415,0.12177071,True,,,,0.29382506,45,2
+11,5000000,5674.912,1024,True,632547,0.00541226,11985,0.96123879,False,0.58829556,0.87119143,1e-08,,45,0
+11,5000000,-71.30611,1024,True,632547,0.00541226,11985,0.96123879,False,0.58829556,0.87119143,1e-08,,45,1
+11,5000000,-209.16203,1024,True,632547,0.00541226,11985,0.96123879,False,0.58829556,0.87119143,1e-08,,45,2
+12,5000000,-186.22356,512,False,1920777,0.03921479,12827,0.77689218,False,,,,,45,0
+12,5000000,-473.9914,512,False,1920777,0.03921479,12827,0.77689218,False,,,,,45,1
+12,5000000,149.55266,512,False,1920777,0.03921479,12827,0.77689218,False,,,,,45,2
+13,5000000,-9.233379,1024,False,1841111,0.00302509,5028,2.42800938,False,,,,,45,0
+13,5000000,-233.1965,1024,False,1841111,0.00302509,5028,2.42800938,False,,,,,45,1
+13,5000000,-371.86838,1024,False,1841111,0.00302509,5028,2.42800938,False,,,,,45,2
 14,5000000,1954.3481,512,True,1937109,0.01561185,14619,7.43113882,True,0.90463456,0.06795498,3.81e-06,0.46680632,45,0
 14,5000000,-111.79141,512,True,1937109,0.01561185,14619,7.43113882,True,0.90463456,0.06795498,3.81e-06,0.46680632,45,1
 14,5000000,1974.3943,512,True,1937109,0.01561185,14619,7.43113882,True,0.90463456,0.06795498,3.81e-06,0.46680632,45,2
-15,5000000,-371.0814,1024,False,1547700,4.859e-05,11461,0.14278853,False,NaN,NaN,NaN,NaN,45,0
-15,5000000,-235.48187,1024,False,1547700,4.859e-05,11461,0.14278853,False,NaN,NaN,NaN,NaN,45,1
-15,5000000,-361.96353,1024,False,1547700,4.859e-05,11461,0.14278853,False,NaN,NaN,NaN,NaN,45,2
-16,5000000,8971.015,2048,False,195635,0.00010843,12312,0.62284029,True,NaN,NaN,NaN,0.13464974,45,0
-16,5000000,8835.336,2048,False,195635,0.00010843,12312,0.62284029,True,NaN,NaN,NaN,0.13464974,45,1
-16,5000000,8854.365,2048,False,195635,0.00010843,12312,0.62284029,True,NaN,NaN,NaN,0.13464974,45,2
-17,5000000,-15.109576,1024,True,897423,0.0001916,14391,4.19448755,False,0.10470581,0.15038662,2.2e-07,NaN,45,0
-17,5000000,-14.0961685,1024,True,897423,0.0001916,14391,4.19448755,False,0.10470581,0.15038662,2.2e-07,NaN,45,1
-17,5000000,-13.856131,1024,True,897423,0.0001916,14391,4.19448755,False,0.10470581,0.15038662,2.2e-07,NaN,45,2
-18,5000000,7482.3516,512,False,1718516,3.066e-05,111,1.20398163,True,NaN,NaN,NaN,0.76530431,45,0
-18,5000000,-206.25848,512,False,1718516,3.066e-05,111,1.20398163,True,NaN,NaN,NaN,0.76530431,45,1
-18,5000000,7682.274,512,False,1718516,3.066e-05,111,1.20398163,True,NaN,NaN,NaN,0.76530431,45,2
-19,5000000,-1155.2809,1024,True,845047,7.08e-06,1004,2.81814431,False,0.77679146,0.58267624,3e-08,NaN,45,0
-19,5000000,1079.8203,1024,True,845047,7.08e-06,1004,2.81814431,False,0.77679146,0.58267624,3e-08,NaN,45,1
-19,5000000,-189.83728,1024,True,845047,7.08e-06,1004,2.81814431,False,0.77679146,0.58267624,3e-08,NaN,45,2
-20,5000000,4327.315,1024,False,1556174,4.52e-06,11851,0.72555869,False,NaN,NaN,NaN,NaN,45,0
-20,5000000,5634.6616,1024,False,1556174,4.52e-06,11851,0.72555869,False,NaN,NaN,NaN,NaN,45,1
-20,5000000,4730.664,1024,False,1556174,4.52e-06,11851,0.72555869,False,NaN,NaN,NaN,NaN,45,2
-21,5000000,-0.23174968,512,False,726469,0.00252834,1584,1.43095092,False,NaN,NaN,NaN,NaN,45,0
-21,5000000,-0.13079044,512,False,726469,0.00252834,1584,1.43095092,False,NaN,NaN,NaN,NaN,45,1
-21,5000000,-0.3400326,512,False,726469,0.00252834,1584,1.43095092,False,NaN,NaN,NaN,NaN,45,2
-22,5000000,174.13449,512,True,1002579,0.00046737,8776,1.24435745,False,0.90239463,0.19481844,3.45e-06,NaN,45,0
-22,5000000,5951.7227,512,True,1002579,0.00046737,8776,1.24435745,False,0.90239463,0.19481844,3.45e-06,NaN,45,1
-22,5000000,-916.8998,512,True,1002579,0.00046737,8776,1.24435745,False,0.90239463,0.19481844,3.45e-06,NaN,45,2
-23,5000000,-454.3611,1024,True,527318,9.65e-06,9446,4.57975368,False,0.97292149,0.8178102,0.0,NaN,45,0
-23,5000000,-224.98761,1024,True,527318,9.65e-06,9446,4.57975368,False,0.97292149,0.8178102,0.0,NaN,45,1
-23,5000000,-291.45486,1024,True,527318,9.65e-06,9446,4.57975368,False,0.97292149,0.8178102,0.0,NaN,45,2
-24,5000000,1758.6997,2048,False,316691,1.616e-05,3491,1.77296403,True,NaN,NaN,NaN,0.94410676,45,0
-24,5000000,604.9593,2048,False,316691,1.616e-05,3491,1.77296403,True,NaN,NaN,NaN,0.94410676,45,1
-24,5000000,-959.29,2048,False,316691,1.616e-05,3491,1.77296403,True,NaN,NaN,NaN,0.94410676,45,2
+15,5000000,-371.0814,1024,False,1547700,4.859e-05,11461,0.14278853,False,,,,,45,0
+15,5000000,-235.48187,1024,False,1547700,4.859e-05,11461,0.14278853,False,,,,,45,1
+15,5000000,-361.96353,1024,False,1547700,4.859e-05,11461,0.14278853,False,,,,,45,2
+16,5000000,8971.015,2048,False,195635,0.00010843,12312,0.62284029,True,,,,0.13464974,45,0
+16,5000000,8835.336,2048,False,195635,0.00010843,12312,0.62284029,True,,,,0.13464974,45,1
+16,5000000,8854.365,2048,False,195635,0.00010843,12312,0.62284029,True,,,,0.13464974,45,2
+17,5000000,-15.109576,1024,True,897423,0.0001916,14391,4.19448755,False,0.10470581,0.15038662,2.2e-07,,45,0
+17,5000000,-14.0961685,1024,True,897423,0.0001916,14391,4.19448755,False,0.10470581,0.15038662,2.2e-07,,45,1
+17,5000000,-13.856131,1024,True,897423,0.0001916,14391,4.19448755,False,0.10470581,0.15038662,2.2e-07,,45,2
+18,5000000,7482.3516,512,False,1718516,3.066e-05,111,1.20398163,True,,,,0.76530431,45,0
+18,5000000,-206.25848,512,False,1718516,3.066e-05,111,1.20398163,True,,,,0.76530431,45,1
+18,5000000,7682.274,512,False,1718516,3.066e-05,111,1.20398163,True,,,,0.76530431,45,2
+19,5000000,-1155.2809,1024,True,845047,7.08e-06,1004,2.81814431,False,0.77679146,0.58267624,3e-08,,45,0
+19,5000000,1079.8203,1024,True,845047,7.08e-06,1004,2.81814431,False,0.77679146,0.58267624,3e-08,,45,1
+19,5000000,-189.83728,1024,True,845047,7.08e-06,1004,2.81814431,False,0.77679146,0.58267624,3e-08,,45,2
+20,5000000,4327.315,1024,False,1556174,4.52e-06,11851,0.72555869,False,,,,,45,0
+20,5000000,5634.6616,1024,False,1556174,4.52e-06,11851,0.72555869,False,,,,,45,1
+20,5000000,4730.664,1024,False,1556174,4.52e-06,11851,0.72555869,False,,,,,45,2
+21,5000000,-0.23174968,512,False,726469,0.00252834,1584,1.43095092,False,,,,,45,0
+21,5000000,-0.13079044,512,False,726469,0.00252834,1584,1.43095092,False,,,,,45,1
+21,5000000,-0.3400326,512,False,726469,0.00252834,1584,1.43095092,False,,,,,45,2
+22,5000000,174.13449,512,True,1002579,0.00046737,8776,1.24435745,False,0.90239463,0.19481844,3.45e-06,,45,0
+22,5000000,5951.7227,512,True,1002579,0.00046737,8776,1.24435745,False,0.90239463,0.19481844,3.45e-06,,45,1
+22,5000000,-916.8998,512,True,1002579,0.00046737,8776,1.24435745,False,0.90239463,0.19481844,3.45e-06,,45,2
+23,5000000,-454.3611,1024,True,527318,9.65e-06,9446,4.57975368,False,0.97292149,0.8178102,0.0,,45,0
+23,5000000,-224.98761,1024,True,527318,9.65e-06,9446,4.57975368,False,0.97292149,0.8178102,0.0,,45,1
+23,5000000,-291.45486,1024,True,527318,9.65e-06,9446,4.57975368,False,0.97292149,0.8178102,0.0,,45,2
+24,5000000,1758.6997,2048,False,316691,1.616e-05,3491,1.77296403,True,,,,0.94410676,45,0
+24,5000000,604.9593,2048,False,316691,1.616e-05,3491,1.77296403,True,,,,0.94410676,45,1
+24,5000000,-959.29,2048,False,316691,1.616e-05,3491,1.77296403,True,,,,0.94410676,45,2
 25,5000000,-13.621309,512,True,746478,0.00250915,4810,0.13526243,True,0.05266599,0.42577042,0.0,0.65030258,45,0
 25,5000000,-10.673239,512,True,746478,0.00250915,4810,0.13526243,True,0.05266599,0.42577042,0.0,0.65030258,45,1
 25,5000000,-9.74888,512,True,746478,0.00250915,4810,0.13526243,True,0.05266599,0.42577042,0.0,0.65030258,45,2
-26,5000000,-140.2373,2048,False,1229126,2.498e-05,13037,0.52966752,False,NaN,NaN,NaN,NaN,45,0
-26,5000000,2030.6987,2048,False,1229126,2.498e-05,13037,0.52966752,False,NaN,NaN,NaN,NaN,45,1
-26,5000000,1087.5464,2048,False,1229126,2.498e-05,13037,0.52966752,False,NaN,NaN,NaN,NaN,45,2
+26,5000000,-140.2373,2048,False,1229126,2.498e-05,13037,0.52966752,False,,,,,45,0
+26,5000000,2030.6987,2048,False,1229126,2.498e-05,13037,0.52966752,False,,,,,45,1
+26,5000000,1087.5464,2048,False,1229126,2.498e-05,13037,0.52966752,False,,,,,45,2
 27,5000000,987.5428,2048,True,884232,0.00394693,10202,3.43628224,True,0.9997593,0.05320077,9.6e-07,0.45609338,45,0
 27,5000000,-289.29395,2048,True,884232,0.00394693,10202,3.43628224,True,0.9997593,0.05320077,9.6e-07,0.45609338,45,1
 27,5000000,1534.857,2048,True,884232,0.00394693,10202,3.43628224,True,0.9997593,0.05320077,9.6e-07,0.45609338,45,2
@@ -185,297 +185,297 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 29,5000000,-307.31897,512,True,1055256,1.83e-05,10078,0.535561,True,0.4320319,0.09413372,2.4e-07,0.91320716,45,0
 29,5000000,-411.9319,512,True,1055256,1.83e-05,10078,0.535561,True,0.4320319,0.09413372,2.4e-07,0.91320716,45,1
 29,5000000,-658.1705,512,True,1055256,1.83e-05,10078,0.535561,True,0.4320319,0.09413372,2.4e-07,0.91320716,45,2
-30,5000000,5566.643,2048,False,1067524,0.0093676,973,7.39242534,True,NaN,NaN,NaN,0.42045539,45,0
-30,5000000,6911.855,2048,False,1067524,0.0093676,973,7.39242534,True,NaN,NaN,NaN,0.42045539,45,1
-30,5000000,-116.95613,2048,False,1067524,0.0093676,973,7.39242534,True,NaN,NaN,NaN,0.42045539,45,2
-31,5000000,4900.451,512,True,1539187,3.76e-06,5509,0.11216547,False,0.34972244,0.47957389,5.42e-06,NaN,45,0
-31,5000000,547.2467,512,True,1539187,3.76e-06,5509,0.11216547,False,0.34972244,0.47957389,5.42e-06,NaN,45,1
-31,5000000,1278.9993,512,True,1539187,3.76e-06,5509,0.11216547,False,0.34972244,0.47957389,5.42e-06,NaN,45,2
-0,5000000,-412.3396,512,False,1021239,0.00355418,14456,0.88796173,False,NaN,NaN,NaN,NaN,44,0
-0,5000000,845.80145,512,False,1021239,0.00355418,14456,0.88796173,False,NaN,NaN,NaN,NaN,44,1
-0,5000000,1076.2076,512,False,1021239,0.00355418,14456,0.88796173,False,NaN,NaN,NaN,NaN,44,2
-1,5000000,-379.51544,1024,False,373781,0.00192922,4318,1.36820365,False,NaN,NaN,NaN,NaN,44,0
-1,5000000,-364.19568,1024,False,373781,0.00192922,4318,1.36820365,False,NaN,NaN,NaN,NaN,44,1
-1,5000000,-128.57245,1024,False,373781,0.00192922,4318,1.36820365,False,NaN,NaN,NaN,NaN,44,2
+30,5000000,5566.643,2048,False,1067524,0.0093676,973,7.39242534,True,,,,0.42045539,45,0
+30,5000000,6911.855,2048,False,1067524,0.0093676,973,7.39242534,True,,,,0.42045539,45,1
+30,5000000,-116.95613,2048,False,1067524,0.0093676,973,7.39242534,True,,,,0.42045539,45,2
+31,5000000,4900.451,512,True,1539187,3.76e-06,5509,0.11216547,False,0.34972244,0.47957389,5.42e-06,,45,0
+31,5000000,547.2467,512,True,1539187,3.76e-06,5509,0.11216547,False,0.34972244,0.47957389,5.42e-06,,45,1
+31,5000000,1278.9993,512,True,1539187,3.76e-06,5509,0.11216547,False,0.34972244,0.47957389,5.42e-06,,45,2
+0,5000000,-412.3396,512,False,1021239,0.00355418,14456,0.88796173,False,,,,,44,0
+0,5000000,845.80145,512,False,1021239,0.00355418,14456,0.88796173,False,,,,,44,1
+0,5000000,1076.2076,512,False,1021239,0.00355418,14456,0.88796173,False,,,,,44,2
+1,5000000,-379.51544,1024,False,373781,0.00192922,4318,1.36820365,False,,,,,44,0
+1,5000000,-364.19568,1024,False,373781,0.00192922,4318,1.36820365,False,,,,,44,1
+1,5000000,-128.57245,1024,False,373781,0.00192922,4318,1.36820365,False,,,,,44,2
 2,5000000,1810.4233,2048,True,1647705,3.12e-06,3443,0.26569862,True,0.08611446,0.02484103,4e-08,0.75070166,44,0
 2,5000000,5283.4766,2048,True,1647705,3.12e-06,3443,0.26569862,True,0.08611446,0.02484103,4e-08,0.75070166,44,1
 2,5000000,965.239,2048,True,1647705,3.12e-06,3443,0.26569862,True,0.08611446,0.02484103,4e-08,0.75070166,44,2
-3,5000000,7148.7075,1024,False,396130,5.381e-05,12037,0.38961393,False,NaN,NaN,NaN,NaN,44,0
-3,5000000,-0.8093052,1024,False,396130,5.381e-05,12037,0.38961393,False,NaN,NaN,NaN,NaN,44,1
-3,5000000,9824.519,1024,False,396130,5.381e-05,12037,0.38961393,False,NaN,NaN,NaN,NaN,44,2
-4,5000000,-0.27079678,1024,True,998056,0.0214781,13755,0.36561069,False,0.57529023,0.90556558,3.2e-07,NaN,44,0
-4,5000000,-0.178871,1024,True,998056,0.0214781,13755,0.36561069,False,0.57529023,0.90556558,3.2e-07,NaN,44,1
-4,5000000,-0.26805466,1024,True,998056,0.0214781,13755,0.36561069,False,0.57529023,0.90556558,3.2e-07,NaN,44,2
-5,5000000,9.109495,1024,False,204663,0.00045039,11298,5.76046152,True,NaN,NaN,NaN,0.32010646,44,0
-5,5000000,2.4215524,1024,False,204663,0.00045039,11298,5.76046152,True,NaN,NaN,NaN,0.32010646,44,1
-5,5000000,0.69930154,1024,False,204663,0.00045039,11298,5.76046152,True,NaN,NaN,NaN,0.32010646,44,2
-6,5000000,-85.294754,512,False,1954509,6.699e-05,14988,4.83280259,False,NaN,NaN,NaN,NaN,44,0
-6,5000000,-23.998863,512,False,1954509,6.699e-05,14988,4.83280259,False,NaN,NaN,NaN,NaN,44,1
-6,5000000,-27.919453,512,False,1954509,6.699e-05,14988,4.83280259,False,NaN,NaN,NaN,NaN,44,2
+3,5000000,7148.7075,1024,False,396130,5.381e-05,12037,0.38961393,False,,,,,44,0
+3,5000000,-0.8093052,1024,False,396130,5.381e-05,12037,0.38961393,False,,,,,44,1
+3,5000000,9824.519,1024,False,396130,5.381e-05,12037,0.38961393,False,,,,,44,2
+4,5000000,-0.27079678,1024,True,998056,0.0214781,13755,0.36561069,False,0.57529023,0.90556558,3.2e-07,,44,0
+4,5000000,-0.178871,1024,True,998056,0.0214781,13755,0.36561069,False,0.57529023,0.90556558,3.2e-07,,44,1
+4,5000000,-0.26805466,1024,True,998056,0.0214781,13755,0.36561069,False,0.57529023,0.90556558,3.2e-07,,44,2
+5,5000000,9.109495,1024,False,204663,0.00045039,11298,5.76046152,True,,,,0.32010646,44,0
+5,5000000,2.4215524,1024,False,204663,0.00045039,11298,5.76046152,True,,,,0.32010646,44,1
+5,5000000,0.69930154,1024,False,204663,0.00045039,11298,5.76046152,True,,,,0.32010646,44,2
+6,5000000,-85.294754,512,False,1954509,6.699e-05,14988,4.83280259,False,,,,,44,0
+6,5000000,-23.998863,512,False,1954509,6.699e-05,14988,4.83280259,False,,,,,44,1
+6,5000000,-27.919453,512,False,1954509,6.699e-05,14988,4.83280259,False,,,,,44,2
 7,5000000,3967.224,512,True,1217208,1.68e-06,322,2.10458476,True,0.59230758,0.25383825,2.901e-05,0.40035544,44,0
 7,5000000,4909.3926,512,True,1217208,1.68e-06,322,2.10458476,True,0.59230758,0.25383825,2.901e-05,0.40035544,44,1
 7,5000000,7295.6016,512,True,1217208,1.68e-06,322,2.10458476,True,0.59230758,0.25383825,2.901e-05,0.40035544,44,2
 8,5000000,-64.21703,1024,True,689164,2.56e-06,16005,2.18780948,True,0.36046779,0.9459775,8e-08,0.40291215,44,0
 8,5000000,3692.4277,1024,True,689164,2.56e-06,16005,2.18780948,True,0.36046779,0.9459775,8e-08,0.40291215,44,1
 8,5000000,4462.2007,1024,True,689164,2.56e-06,16005,2.18780948,True,0.36046779,0.9459775,8e-08,0.40291215,44,2
-9,5000000,-180.72266,2048,True,537645,0.00481496,13894,1.92979761,False,0.5698979,0.7323461,2e-08,NaN,44,0
-9,5000000,4913.7896,2048,True,537645,0.00481496,13894,1.92979761,False,0.5698979,0.7323461,2e-08,NaN,44,1
-9,5000000,6199.429,2048,True,537645,0.00481496,13894,1.92979761,False,0.5698979,0.7323461,2e-08,NaN,44,2
-10,5000000,5451.4414,2048,False,1144883,0.00157749,5013,0.36449846,True,NaN,NaN,NaN,0.30548041,44,0
-10,5000000,7053.0176,2048,False,1144883,0.00157749,5013,0.36449846,True,NaN,NaN,NaN,0.30548041,44,1
-10,5000000,-126.94873,2048,False,1144883,0.00157749,5013,0.36449846,True,NaN,NaN,NaN,0.30548041,44,2
-11,5000000,-264.96027,2048,False,976081,0.00041209,1123,0.23482139,True,NaN,NaN,NaN,0.15291922,44,0
-11,5000000,4002.8008,2048,False,976081,0.00041209,1123,0.23482139,True,NaN,NaN,NaN,0.15291922,44,1
-11,5000000,2548.1401,2048,False,976081,0.00041209,1123,0.23482139,True,NaN,NaN,NaN,0.15291922,44,2
-12,5000000,6875.8667,512,False,934095,0.00139784,5304,6.12446027,False,NaN,NaN,NaN,NaN,44,0
-12,5000000,-861.4553,512,False,934095,0.00139784,5304,6.12446027,False,NaN,NaN,NaN,NaN,44,1
-12,5000000,-233.15674,512,False,934095,0.00139784,5304,6.12446027,False,NaN,NaN,NaN,NaN,44,2
-13,5000000,-0.2140778,512,True,1168497,1.72e-06,16080,0.23566419,False,0.65602709,0.69437979,9.3e-07,NaN,44,0
-13,5000000,-0.2747312,512,True,1168497,1.72e-06,16080,0.23566419,False,0.65602709,0.69437979,9.3e-07,NaN,44,1
-13,5000000,-0.3615036,512,True,1168497,1.72e-06,16080,0.23566419,False,0.65602709,0.69437979,9.3e-07,NaN,44,2
-14,5000000,-277.31738,1024,False,1489666,0.00017921,15714,0.96590097,False,NaN,NaN,NaN,NaN,44,0
-14,5000000,-237.69781,1024,False,1489666,0.00017921,15714,0.96590097,False,NaN,NaN,NaN,NaN,44,1
-14,5000000,-238.17233,1024,False,1489666,0.00017921,15714,0.96590097,False,NaN,NaN,NaN,NaN,44,2
-15,5000000,1380.6776,2048,False,929600,2.93e-06,14876,0.19424595,False,NaN,NaN,NaN,NaN,44,0
-15,5000000,1101.2198,2048,False,929600,2.93e-06,14876,0.19424595,False,NaN,NaN,NaN,NaN,44,1
-15,5000000,-343.54016,2048,False,929600,2.93e-06,14876,0.19424595,False,NaN,NaN,NaN,NaN,44,2
-16,5000000,-595.7599,512,False,1361699,0.00117244,6752,0.88527017,False,NaN,NaN,NaN,NaN,44,0
-16,5000000,-594.5431,512,False,1361699,0.00117244,6752,0.88527017,False,NaN,NaN,NaN,NaN,44,1
-16,5000000,-138.5607,512,False,1361699,0.00117244,6752,0.88527017,False,NaN,NaN,NaN,NaN,44,2
+9,5000000,-180.72266,2048,True,537645,0.00481496,13894,1.92979761,False,0.5698979,0.7323461,2e-08,,44,0
+9,5000000,4913.7896,2048,True,537645,0.00481496,13894,1.92979761,False,0.5698979,0.7323461,2e-08,,44,1
+9,5000000,6199.429,2048,True,537645,0.00481496,13894,1.92979761,False,0.5698979,0.7323461,2e-08,,44,2
+10,5000000,5451.4414,2048,False,1144883,0.00157749,5013,0.36449846,True,,,,0.30548041,44,0
+10,5000000,7053.0176,2048,False,1144883,0.00157749,5013,0.36449846,True,,,,0.30548041,44,1
+10,5000000,-126.94873,2048,False,1144883,0.00157749,5013,0.36449846,True,,,,0.30548041,44,2
+11,5000000,-264.96027,2048,False,976081,0.00041209,1123,0.23482139,True,,,,0.15291922,44,0
+11,5000000,4002.8008,2048,False,976081,0.00041209,1123,0.23482139,True,,,,0.15291922,44,1
+11,5000000,2548.1401,2048,False,976081,0.00041209,1123,0.23482139,True,,,,0.15291922,44,2
+12,5000000,6875.8667,512,False,934095,0.00139784,5304,6.12446027,False,,,,,44,0
+12,5000000,-861.4553,512,False,934095,0.00139784,5304,6.12446027,False,,,,,44,1
+12,5000000,-233.15674,512,False,934095,0.00139784,5304,6.12446027,False,,,,,44,2
+13,5000000,-0.2140778,512,True,1168497,1.72e-06,16080,0.23566419,False,0.65602709,0.69437979,9.3e-07,,44,0
+13,5000000,-0.2747312,512,True,1168497,1.72e-06,16080,0.23566419,False,0.65602709,0.69437979,9.3e-07,,44,1
+13,5000000,-0.3615036,512,True,1168497,1.72e-06,16080,0.23566419,False,0.65602709,0.69437979,9.3e-07,,44,2
+14,5000000,-277.31738,1024,False,1489666,0.00017921,15714,0.96590097,False,,,,,44,0
+14,5000000,-237.69781,1024,False,1489666,0.00017921,15714,0.96590097,False,,,,,44,1
+14,5000000,-238.17233,1024,False,1489666,0.00017921,15714,0.96590097,False,,,,,44,2
+15,5000000,1380.6776,2048,False,929600,2.93e-06,14876,0.19424595,False,,,,,44,0
+15,5000000,1101.2198,2048,False,929600,2.93e-06,14876,0.19424595,False,,,,,44,1
+15,5000000,-343.54016,2048,False,929600,2.93e-06,14876,0.19424595,False,,,,,44,2
+16,5000000,-595.7599,512,False,1361699,0.00117244,6752,0.88527017,False,,,,,44,0
+16,5000000,-594.5431,512,False,1361699,0.00117244,6752,0.88527017,False,,,,,44,1
+16,5000000,-138.5607,512,False,1361699,0.00117244,6752,0.88527017,False,,,,,44,2
 17,5000000,1307.8445,1024,True,127203,2.963e-05,12730,1.85916104,True,0.94886514,0.14316355,3.41e-05,0.72807396,44,0
 17,5000000,1381.959,1024,True,127203,2.963e-05,12730,1.85916104,True,0.94886514,0.14316355,3.41e-05,0.72807396,44,1
 17,5000000,-241.9184,1024,True,127203,2.963e-05,12730,1.85916104,True,0.94886514,0.14316355,3.41e-05,0.72807396,44,2
-18,5000000,-1169.6398,2048,True,1124867,0.09833879,1367,1.64993364,False,0.04518009,0.9810934,8e-07,NaN,44,0
-18,5000000,-35.484962,2048,True,1124867,0.09833879,1367,1.64993364,False,0.04518009,0.9810934,8e-07,NaN,44,1
-18,5000000,3994.956,2048,True,1124867,0.09833879,1367,1.64993364,False,0.04518009,0.9810934,8e-07,NaN,44,2
-19,5000000,-527.8536,1024,False,1692455,0.00089896,4501,0.22537702,True,NaN,NaN,NaN,0.06712843,44,0
-19,5000000,-99.45223,1024,False,1692455,0.00089896,4501,0.22537702,True,NaN,NaN,NaN,0.06712843,44,1
-19,5000000,2194.4072,1024,False,1692455,0.00089896,4501,0.22537702,True,NaN,NaN,NaN,0.06712843,44,2
-20,5000000,1115.9459,2048,False,1779347,0.00066189,759,0.70362811,False,NaN,NaN,NaN,NaN,44,0
-20,5000000,2048.906,2048,False,1779347,0.00066189,759,0.70362811,False,NaN,NaN,NaN,NaN,44,1
-20,5000000,1805.9583,2048,False,1779347,0.00066189,759,0.70362811,False,NaN,NaN,NaN,NaN,44,2
+18,5000000,-1169.6398,2048,True,1124867,0.09833879,1367,1.64993364,False,0.04518009,0.9810934,8e-07,,44,0
+18,5000000,-35.484962,2048,True,1124867,0.09833879,1367,1.64993364,False,0.04518009,0.9810934,8e-07,,44,1
+18,5000000,3994.956,2048,True,1124867,0.09833879,1367,1.64993364,False,0.04518009,0.9810934,8e-07,,44,2
+19,5000000,-527.8536,1024,False,1692455,0.00089896,4501,0.22537702,True,,,,0.06712843,44,0
+19,5000000,-99.45223,1024,False,1692455,0.00089896,4501,0.22537702,True,,,,0.06712843,44,1
+19,5000000,2194.4072,1024,False,1692455,0.00089896,4501,0.22537702,True,,,,0.06712843,44,2
+20,5000000,1115.9459,2048,False,1779347,0.00066189,759,0.70362811,False,,,,,44,0
+20,5000000,2048.906,2048,False,1779347,0.00066189,759,0.70362811,False,,,,,44,1
+20,5000000,1805.9583,2048,False,1779347,0.00066189,759,0.70362811,False,,,,,44,2
 21,5000000,505.69806,1024,True,1107568,1.51e-06,9134,1.3754293,True,0.38231219,0.41078317,4.22e-06,0.77049376,44,0
 21,5000000,-80.7749,1024,True,1107568,1.51e-06,9134,1.3754293,True,0.38231219,0.41078317,4.22e-06,0.77049376,44,1
 21,5000000,-122.73776,1024,True,1107568,1.51e-06,9134,1.3754293,True,0.38231219,0.41078317,4.22e-06,0.77049376,44,2
-22,5000000,2473.8916,1024,True,952718,1.627e-05,4771,0.14342219,False,0.14439516,0.31007712,8.1e-07,NaN,44,0
-22,5000000,1815.8842,1024,True,952718,1.627e-05,4771,0.14342219,False,0.14439516,0.31007712,8.1e-07,NaN,44,1
-22,5000000,1397.6348,1024,True,952718,1.627e-05,4771,0.14342219,False,0.14439516,0.31007712,8.1e-07,NaN,44,2
+22,5000000,2473.8916,1024,True,952718,1.627e-05,4771,0.14342219,False,0.14439516,0.31007712,8.1e-07,,44,0
+22,5000000,1815.8842,1024,True,952718,1.627e-05,4771,0.14342219,False,0.14439516,0.31007712,8.1e-07,,44,1
+22,5000000,1397.6348,1024,True,952718,1.627e-05,4771,0.14342219,False,0.14439516,0.31007712,8.1e-07,,44,2
 23,5000000,8755.667,2048,True,1009657,0.0038571,4168,4.37184167,True,0.19476205,0.52827941,6.85e-06,0.04951995,44,0
 23,5000000,8691.633,2048,True,1009657,0.0038571,4168,4.37184167,True,0.19476205,0.52827941,6.85e-06,0.04951995,44,1
 23,5000000,8425.191,2048,True,1009657,0.0038571,4168,4.37184167,True,0.19476205,0.52827941,6.85e-06,0.04951995,44,2
-24,5000000,-106.575195,2048,False,369055,0.01286475,14550,0.87835346,False,NaN,NaN,NaN,NaN,44,0
-24,5000000,-58.023125,2048,False,369055,0.01286475,14550,0.87835346,False,NaN,NaN,NaN,NaN,44,1
-24,5000000,-248.01605,2048,False,369055,0.01286475,14550,0.87835346,False,NaN,NaN,NaN,NaN,44,2
+24,5000000,-106.575195,2048,False,369055,0.01286475,14550,0.87835346,False,,,,,44,0
+24,5000000,-58.023125,2048,False,369055,0.01286475,14550,0.87835346,False,,,,,44,1
+24,5000000,-248.01605,2048,False,369055,0.01286475,14550,0.87835346,False,,,,,44,2
 25,5000000,4489.9272,2048,True,1101152,0.01311845,2257,4.3159101,True,0.98900084,0.2509319,8e-08,0.90256817,44,0
 25,5000000,5321.174,2048,True,1101152,0.01311845,2257,4.3159101,True,0.98900084,0.2509319,8e-08,0.90256817,44,1
 25,5000000,3932.9326,2048,True,1101152,0.01311845,2257,4.3159101,True,0.98900084,0.2509319,8e-08,0.90256817,44,2
-26,5000000,-244.03337,1024,False,1221324,1.477e-05,6050,5.24778848,True,NaN,NaN,NaN,0.68895427,44,0
-26,5000000,-373.52307,1024,False,1221324,1.477e-05,6050,5.24778848,True,NaN,NaN,NaN,0.68895427,44,1
-26,5000000,-279.16254,1024,False,1221324,1.477e-05,6050,5.24778848,True,NaN,NaN,NaN,0.68895427,44,2
-27,5000000,-145.04292,2048,False,1501716,9.526e-05,1191,0.13121557,False,NaN,NaN,NaN,NaN,44,0
-27,5000000,-304.66928,2048,False,1501716,9.526e-05,1191,0.13121557,False,NaN,NaN,NaN,NaN,44,1
-27,5000000,-586.212,2048,False,1501716,9.526e-05,1191,0.13121557,False,NaN,NaN,NaN,NaN,44,2
-28,5000000,5709.9062,512,True,1416603,4.82e-06,11368,0.2786505,False,0.16784127,0.35701347,5.5e-07,NaN,44,0
-28,5000000,8010.203,512,True,1416603,4.82e-06,11368,0.2786505,False,0.16784127,0.35701347,5.5e-07,NaN,44,1
-28,5000000,-780.95557,512,True,1416603,4.82e-06,11368,0.2786505,False,0.16784127,0.35701347,5.5e-07,NaN,44,2
-29,5000000,-0.23322281,512,False,937353,0.02278715,7649,3.29140829,False,NaN,NaN,NaN,NaN,44,0
-29,5000000,-0.28831816,512,False,937353,0.02278715,7649,3.29140829,False,NaN,NaN,NaN,NaN,44,1
-29,5000000,-277.74863,512,False,937353,0.02278715,7649,3.29140829,False,NaN,NaN,NaN,NaN,44,2
+26,5000000,-244.03337,1024,False,1221324,1.477e-05,6050,5.24778848,True,,,,0.68895427,44,0
+26,5000000,-373.52307,1024,False,1221324,1.477e-05,6050,5.24778848,True,,,,0.68895427,44,1
+26,5000000,-279.16254,1024,False,1221324,1.477e-05,6050,5.24778848,True,,,,0.68895427,44,2
+27,5000000,-145.04292,2048,False,1501716,9.526e-05,1191,0.13121557,False,,,,,44,0
+27,5000000,-304.66928,2048,False,1501716,9.526e-05,1191,0.13121557,False,,,,,44,1
+27,5000000,-586.212,2048,False,1501716,9.526e-05,1191,0.13121557,False,,,,,44,2
+28,5000000,5709.9062,512,True,1416603,4.82e-06,11368,0.2786505,False,0.16784127,0.35701347,5.5e-07,,44,0
+28,5000000,8010.203,512,True,1416603,4.82e-06,11368,0.2786505,False,0.16784127,0.35701347,5.5e-07,,44,1
+28,5000000,-780.95557,512,True,1416603,4.82e-06,11368,0.2786505,False,0.16784127,0.35701347,5.5e-07,,44,2
+29,5000000,-0.23322281,512,False,937353,0.02278715,7649,3.29140829,False,,,,,44,0
+29,5000000,-0.28831816,512,False,937353,0.02278715,7649,3.29140829,False,,,,,44,1
+29,5000000,-277.74863,512,False,937353,0.02278715,7649,3.29140829,False,,,,,44,2
 30,5000000,-304.65857,2048,True,1611940,3.663e-05,10378,0.36042924,True,0.36624292,0.57098141,1.1e-07,0.17992207,44,0
 30,5000000,-200.48727,2048,True,1611940,3.663e-05,10378,0.36042924,True,0.36624292,0.57098141,1.1e-07,0.17992207,44,1
 30,5000000,-251.39142,2048,True,1611940,3.663e-05,10378,0.36042924,True,0.36624292,0.57098141,1.1e-07,0.17992207,44,2
-31,5000000,653.73157,512,False,841979,0.00375929,3907,0.47724823,True,NaN,NaN,NaN,0.06474162,44,0
-31,5000000,-192.6685,512,False,841979,0.00375929,3907,0.47724823,True,NaN,NaN,NaN,0.06474162,44,1
-31,5000000,1370.5399,512,False,841979,0.00375929,3907,0.47724823,True,NaN,NaN,NaN,0.06474162,44,2
+31,5000000,653.73157,512,False,841979,0.00375929,3907,0.47724823,True,,,,0.06474162,44,0
+31,5000000,-192.6685,512,False,841979,0.00375929,3907,0.47724823,True,,,,0.06474162,44,1
+31,5000000,1370.5399,512,False,841979,0.00375929,3907,0.47724823,True,,,,0.06474162,44,2
 0,5000000,1009.6721,512,True,148418,1.4e-06,706,0.2176525,True,0.67302741,0.01507825,3.494e-05,0.95350982,43,0
 0,5000000,3410.1895,512,True,148418,1.4e-06,706,0.2176525,True,0.67302741,0.01507825,3.494e-05,0.95350982,43,1
 0,5000000,-152.89961,512,True,148418,1.4e-06,706,0.2176525,True,0.67302741,0.01507825,3.494e-05,0.95350982,43,2
-1,5000000,-115.31445,2048,True,1458643,0.00011384,7611,0.25022054,False,0.96110869,0.90279178,0.0,NaN,43,0
-1,5000000,-118.03589,2048,True,1458643,0.00011384,7611,0.25022054,False,0.96110869,0.90279178,0.0,NaN,43,1
-1,5000000,-123.381134,2048,True,1458643,0.00011384,7611,0.25022054,False,0.96110869,0.90279178,0.0,NaN,43,2
-2,5000000,8440.259,2048,False,613676,0.00044046,16245,2.69772808,True,NaN,NaN,NaN,0.42478201,43,0
-2,5000000,9589.316,2048,False,613676,0.00044046,16245,2.69772808,True,NaN,NaN,NaN,0.42478201,43,1
-2,5000000,7835.728,2048,False,613676,0.00044046,16245,2.69772808,True,NaN,NaN,NaN,0.42478201,43,2
+1,5000000,-115.31445,2048,True,1458643,0.00011384,7611,0.25022054,False,0.96110869,0.90279178,0.0,,43,0
+1,5000000,-118.03589,2048,True,1458643,0.00011384,7611,0.25022054,False,0.96110869,0.90279178,0.0,,43,1
+1,5000000,-123.381134,2048,True,1458643,0.00011384,7611,0.25022054,False,0.96110869,0.90279178,0.0,,43,2
+2,5000000,8440.259,2048,False,613676,0.00044046,16245,2.69772808,True,,,,0.42478201,43,0
+2,5000000,9589.316,2048,False,613676,0.00044046,16245,2.69772808,True,,,,0.42478201,43,1
+2,5000000,7835.728,2048,False,613676,0.00044046,16245,2.69772808,True,,,,0.42478201,43,2
 3,5000000,-0.31754187,2048,True,724758,7.812e-05,7804,0.26853175,True,0.31124047,0.75925222,1.28e-06,0.41792481,43,0
 3,5000000,-233.63448,2048,True,724758,7.812e-05,7804,0.26853175,True,0.31124047,0.75925222,1.28e-06,0.41792481,43,1
 3,5000000,-0.31918442,2048,True,724758,7.812e-05,7804,0.26853175,True,0.31124047,0.75925222,1.28e-06,0.41792481,43,2
-4,5000000,1198.9,1024,False,609233,0.06902611,3624,4.49942278,True,NaN,NaN,NaN,0.74479432,43,0
-4,5000000,1156.0841,1024,False,609233,0.06902611,3624,4.49942278,True,NaN,NaN,NaN,0.74479432,43,1
-4,5000000,1067.1523,1024,False,609233,0.06902611,3624,4.49942278,True,NaN,NaN,NaN,0.74479432,43,2
-5,5000000,8965.768,512,False,1277029,8.91e-06,1046,8.67783816,True,NaN,NaN,NaN,0.90882861,43,0
-5,5000000,9658.771,512,False,1277029,8.91e-06,1046,8.67783816,True,NaN,NaN,NaN,0.90882861,43,1
-5,5000000,10009.102,512,False,1277029,8.91e-06,1046,8.67783816,True,NaN,NaN,NaN,0.90882861,43,2
+4,5000000,1198.9,1024,False,609233,0.06902611,3624,4.49942278,True,,,,0.74479432,43,0
+4,5000000,1156.0841,1024,False,609233,0.06902611,3624,4.49942278,True,,,,0.74479432,43,1
+4,5000000,1067.1523,1024,False,609233,0.06902611,3624,4.49942278,True,,,,0.74479432,43,2
+5,5000000,8965.768,512,False,1277029,8.91e-06,1046,8.67783816,True,,,,0.90882861,43,0
+5,5000000,9658.771,512,False,1277029,8.91e-06,1046,8.67783816,True,,,,0.90882861,43,1
+5,5000000,10009.102,512,False,1277029,8.91e-06,1046,8.67783816,True,,,,0.90882861,43,2
 6,5000000,3256.5808,512,True,1289323,3.42e-06,89,5.67101199,True,0.8851429,0.41996397,0.0,0.87938607,43,0
 6,5000000,-611.5238,512,True,1289323,3.42e-06,89,5.67101199,True,0.8851429,0.41996397,0.0,0.87938607,43,1
 6,5000000,3937.2695,512,True,1289323,3.42e-06,89,5.67101199,True,0.8851429,0.41996397,0.0,0.87938607,43,2
-7,5000000,5860.66,1024,False,1684239,0.00180398,1793,0.14047334,True,NaN,NaN,NaN,0.68403353,43,0
-7,5000000,7595.629,1024,False,1684239,0.00180398,1793,0.14047334,True,NaN,NaN,NaN,0.68403353,43,1
-7,5000000,8173.6997,1024,False,1684239,0.00180398,1793,0.14047334,True,NaN,NaN,NaN,0.68403353,43,2
-8,5000000,-113.39285,1024,True,989553,3.5e-06,2966,1.66408232,False,0.3931813,0.35255607,1.3e-07,NaN,43,0
-8,5000000,-113.0558,1024,True,989553,3.5e-06,2966,1.66408232,False,0.3931813,0.35255607,1.3e-07,NaN,43,1
-8,5000000,-194.89557,1024,True,989553,3.5e-06,2966,1.66408232,False,0.3931813,0.35255607,1.3e-07,NaN,43,2
-9,5000000,-2.8898344,2048,True,878143,4.404e-05,1731,3.50145496,False,0.87445418,0.28816014,1e-08,NaN,43,0
-9,5000000,-31.893585,2048,True,878143,4.404e-05,1731,3.50145496,False,0.87445418,0.28816014,1e-08,NaN,43,1
-9,5000000,-29.347857,2048,True,878143,4.404e-05,1731,3.50145496,False,0.87445418,0.28816014,1e-08,NaN,43,2
-10,5000000,9090.896,1024,False,886169,0.06262998,10215,0.17723386,False,NaN,NaN,NaN,NaN,43,0
-10,5000000,7308.323,1024,False,886169,0.06262998,10215,0.17723386,False,NaN,NaN,NaN,NaN,43,1
-10,5000000,6662.6924,1024,False,886169,0.06262998,10215,0.17723386,False,NaN,NaN,NaN,NaN,43,2
+7,5000000,5860.66,1024,False,1684239,0.00180398,1793,0.14047334,True,,,,0.68403353,43,0
+7,5000000,7595.629,1024,False,1684239,0.00180398,1793,0.14047334,True,,,,0.68403353,43,1
+7,5000000,8173.6997,1024,False,1684239,0.00180398,1793,0.14047334,True,,,,0.68403353,43,2
+8,5000000,-113.39285,1024,True,989553,3.5e-06,2966,1.66408232,False,0.3931813,0.35255607,1.3e-07,,43,0
+8,5000000,-113.0558,1024,True,989553,3.5e-06,2966,1.66408232,False,0.3931813,0.35255607,1.3e-07,,43,1
+8,5000000,-194.89557,1024,True,989553,3.5e-06,2966,1.66408232,False,0.3931813,0.35255607,1.3e-07,,43,2
+9,5000000,-2.8898344,2048,True,878143,4.404e-05,1731,3.50145496,False,0.87445418,0.28816014,1e-08,,43,0
+9,5000000,-31.893585,2048,True,878143,4.404e-05,1731,3.50145496,False,0.87445418,0.28816014,1e-08,,43,1
+9,5000000,-29.347857,2048,True,878143,4.404e-05,1731,3.50145496,False,0.87445418,0.28816014,1e-08,,43,2
+10,5000000,9090.896,1024,False,886169,0.06262998,10215,0.17723386,False,,,,,43,0
+10,5000000,7308.323,1024,False,886169,0.06262998,10215,0.17723386,False,,,,,43,1
+10,5000000,6662.6924,1024,False,886169,0.06262998,10215,0.17723386,False,,,,,43,2
 11,5000000,397.8208,512,True,1550141,0.00016796,9068,4.40039726,True,0.2165122,0.15854333,6.8e-07,0.90424515,43,0
 11,5000000,-381.42648,512,True,1550141,0.00016796,9068,4.40039726,True,0.2165122,0.15854333,6.8e-07,0.90424515,43,1
 11,5000000,149.24692,512,True,1550141,0.00016796,9068,4.40039726,True,0.2165122,0.15854333,6.8e-07,0.90424515,43,2
-12,5000000,5714.319,512,True,670450,0.00590945,9210,0.17848609,False,0.32680642,0.76734942,6.2e-07,NaN,43,0
-12,5000000,6028.9775,512,True,670450,0.00590945,9210,0.17848609,False,0.32680642,0.76734942,6.2e-07,NaN,43,1
-12,5000000,-407.93835,512,True,670450,0.00590945,9210,0.17848609,False,0.32680642,0.76734942,6.2e-07,NaN,43,2
-13,5000000,4317.4644,1024,False,225129,3.85e-06,8797,0.65339108,False,NaN,NaN,NaN,NaN,43,0
-13,5000000,-156.1148,1024,False,225129,3.85e-06,8797,0.65339108,False,NaN,NaN,NaN,NaN,43,1
-13,5000000,3162.0693,1024,False,225129,3.85e-06,8797,0.65339108,False,NaN,NaN,NaN,NaN,43,2
-14,5000000,-0.20643115,512,False,1972244,0.05448919,6647,8.57833305,False,NaN,NaN,NaN,NaN,43,0
-14,5000000,-0.2736381,512,False,1972244,0.05448919,6647,8.57833305,False,NaN,NaN,NaN,NaN,43,1
-14,5000000,-0.18394169,512,False,1972244,0.05448919,6647,8.57833305,False,NaN,NaN,NaN,NaN,43,2
-15,5000000,-0.14298978,1024,False,359084,3.289e-05,9059,0.55262709,True,NaN,NaN,NaN,0.88139984,43,0
-15,5000000,-0.27009487,1024,False,359084,3.289e-05,9059,0.55262709,True,NaN,NaN,NaN,0.88139984,43,1
-15,5000000,-0.3929295,1024,False,359084,3.289e-05,9059,0.55262709,True,NaN,NaN,NaN,0.88139984,43,2
-16,5000000,9105.779,512,True,310787,0.06031183,8667,2.42190098,False,0.34631196,0.75830648,6.595e-05,NaN,43,0
-16,5000000,9471.608,512,True,310787,0.06031183,8667,2.42190098,False,0.34631196,0.75830648,6.595e-05,NaN,43,1
-16,5000000,9495.25,512,True,310787,0.06031183,8667,2.42190098,False,0.34631196,0.75830648,6.595e-05,NaN,43,2
-17,5000000,6912.698,2048,True,201920,0.00013388,7187,0.11235351,False,0.87017794,0.05306146,1.77e-06,NaN,43,0
-17,5000000,7349.045,2048,True,201920,0.00013388,7187,0.11235351,False,0.87017794,0.05306146,1.77e-06,NaN,43,1
-17,5000000,8555.213,2048,True,201920,0.00013388,7187,0.11235351,False,0.87017794,0.05306146,1.77e-06,NaN,43,2
-18,5000000,-0.30144203,1024,True,412217,0.00034407,6978,0.14964172,False,0.88481355,0.32889927,6.171e-05,NaN,43,0
-18,5000000,-0.2396903,1024,True,412217,0.00034407,6978,0.14964172,False,0.88481355,0.32889927,6.171e-05,NaN,43,1
-18,5000000,-0.18985432,1024,True,412217,0.00034407,6978,0.14964172,False,0.88481355,0.32889927,6.171e-05,NaN,43,2
-19,5000000,2171.1294,1024,True,372957,0.00025933,5102,0.21488648,False,0.99042107,0.85733856,8.86e-06,NaN,43,0
-19,5000000,2153.649,1024,True,372957,0.00025933,5102,0.21488648,False,0.99042107,0.85733856,8.86e-06,NaN,43,1
-19,5000000,1820.7924,1024,True,372957,0.00025933,5102,0.21488648,False,0.99042107,0.85733856,8.86e-06,NaN,43,2
-20,5000000,402.2702,512,False,607800,2.394e-05,12301,1.1846057,False,NaN,NaN,NaN,NaN,43,0
-20,5000000,8846.7,512,False,607800,2.394e-05,12301,1.1846057,False,NaN,NaN,NaN,NaN,43,1
-20,5000000,8258.017,512,False,607800,2.394e-05,12301,1.1846057,False,NaN,NaN,NaN,NaN,43,2
-21,5000000,1105.8833,1024,False,1013586,0.01864451,14401,0.408993,True,NaN,NaN,NaN,0.90285844,43,0
-21,5000000,1137.1506,1024,False,1013586,0.01864451,14401,0.408993,True,NaN,NaN,NaN,0.90285844,43,1
-21,5000000,1346.264,1024,False,1013586,0.01864451,14401,0.408993,True,NaN,NaN,NaN,0.90285844,43,2
-22,5000000,-33.62818,2048,True,1117272,1.848e-05,15267,0.10128324,False,0.48532083,0.57217206,1.2e-07,NaN,43,0
-22,5000000,-30.080223,2048,True,1117272,1.848e-05,15267,0.10128324,False,0.48532083,0.57217206,1.2e-07,NaN,43,1
-22,5000000,-19.45861,2048,True,1117272,1.848e-05,15267,0.10128324,False,0.48532083,0.57217206,1.2e-07,NaN,43,2
-23,5000000,6486.6816,2048,False,1022282,0.09277156,14806,0.93393561,True,NaN,NaN,NaN,0.32635656,43,0
-23,5000000,6766.1514,2048,False,1022282,0.09277156,14806,0.93393561,True,NaN,NaN,NaN,0.32635656,43,1
-23,5000000,6356.8975,2048,False,1022282,0.09277156,14806,0.93393561,True,NaN,NaN,NaN,0.32635656,43,2
-24,5000000,-0.22695248,2048,True,1750751,0.06752151,8067,4.31868714,False,0.47969654,0.97371753,5e-08,NaN,43,0
-24,5000000,-0.23008737,2048,True,1750751,0.06752151,8067,4.31868714,False,0.47969654,0.97371753,5e-08,NaN,43,1
-24,5000000,-0.24740858,2048,True,1750751,0.06752151,8067,4.31868714,False,0.47969654,0.97371753,5e-08,NaN,43,2
+12,5000000,5714.319,512,True,670450,0.00590945,9210,0.17848609,False,0.32680642,0.76734942,6.2e-07,,43,0
+12,5000000,6028.9775,512,True,670450,0.00590945,9210,0.17848609,False,0.32680642,0.76734942,6.2e-07,,43,1
+12,5000000,-407.93835,512,True,670450,0.00590945,9210,0.17848609,False,0.32680642,0.76734942,6.2e-07,,43,2
+13,5000000,4317.4644,1024,False,225129,3.85e-06,8797,0.65339108,False,,,,,43,0
+13,5000000,-156.1148,1024,False,225129,3.85e-06,8797,0.65339108,False,,,,,43,1
+13,5000000,3162.0693,1024,False,225129,3.85e-06,8797,0.65339108,False,,,,,43,2
+14,5000000,-0.20643115,512,False,1972244,0.05448919,6647,8.57833305,False,,,,,43,0
+14,5000000,-0.2736381,512,False,1972244,0.05448919,6647,8.57833305,False,,,,,43,1
+14,5000000,-0.18394169,512,False,1972244,0.05448919,6647,8.57833305,False,,,,,43,2
+15,5000000,-0.14298978,1024,False,359084,3.289e-05,9059,0.55262709,True,,,,0.88139984,43,0
+15,5000000,-0.27009487,1024,False,359084,3.289e-05,9059,0.55262709,True,,,,0.88139984,43,1
+15,5000000,-0.3929295,1024,False,359084,3.289e-05,9059,0.55262709,True,,,,0.88139984,43,2
+16,5000000,9105.779,512,True,310787,0.06031183,8667,2.42190098,False,0.34631196,0.75830648,6.595e-05,,43,0
+16,5000000,9471.608,512,True,310787,0.06031183,8667,2.42190098,False,0.34631196,0.75830648,6.595e-05,,43,1
+16,5000000,9495.25,512,True,310787,0.06031183,8667,2.42190098,False,0.34631196,0.75830648,6.595e-05,,43,2
+17,5000000,6912.698,2048,True,201920,0.00013388,7187,0.11235351,False,0.87017794,0.05306146,1.77e-06,,43,0
+17,5000000,7349.045,2048,True,201920,0.00013388,7187,0.11235351,False,0.87017794,0.05306146,1.77e-06,,43,1
+17,5000000,8555.213,2048,True,201920,0.00013388,7187,0.11235351,False,0.87017794,0.05306146,1.77e-06,,43,2
+18,5000000,-0.30144203,1024,True,412217,0.00034407,6978,0.14964172,False,0.88481355,0.32889927,6.171e-05,,43,0
+18,5000000,-0.2396903,1024,True,412217,0.00034407,6978,0.14964172,False,0.88481355,0.32889927,6.171e-05,,43,1
+18,5000000,-0.18985432,1024,True,412217,0.00034407,6978,0.14964172,False,0.88481355,0.32889927,6.171e-05,,43,2
+19,5000000,2171.1294,1024,True,372957,0.00025933,5102,0.21488648,False,0.99042107,0.85733856,8.86e-06,,43,0
+19,5000000,2153.649,1024,True,372957,0.00025933,5102,0.21488648,False,0.99042107,0.85733856,8.86e-06,,43,1
+19,5000000,1820.7924,1024,True,372957,0.00025933,5102,0.21488648,False,0.99042107,0.85733856,8.86e-06,,43,2
+20,5000000,402.2702,512,False,607800,2.394e-05,12301,1.1846057,False,,,,,43,0
+20,5000000,8846.7,512,False,607800,2.394e-05,12301,1.1846057,False,,,,,43,1
+20,5000000,8258.017,512,False,607800,2.394e-05,12301,1.1846057,False,,,,,43,2
+21,5000000,1105.8833,1024,False,1013586,0.01864451,14401,0.408993,True,,,,0.90285844,43,0
+21,5000000,1137.1506,1024,False,1013586,0.01864451,14401,0.408993,True,,,,0.90285844,43,1
+21,5000000,1346.264,1024,False,1013586,0.01864451,14401,0.408993,True,,,,0.90285844,43,2
+22,5000000,-33.62818,2048,True,1117272,1.848e-05,15267,0.10128324,False,0.48532083,0.57217206,1.2e-07,,43,0
+22,5000000,-30.080223,2048,True,1117272,1.848e-05,15267,0.10128324,False,0.48532083,0.57217206,1.2e-07,,43,1
+22,5000000,-19.45861,2048,True,1117272,1.848e-05,15267,0.10128324,False,0.48532083,0.57217206,1.2e-07,,43,2
+23,5000000,6486.6816,2048,False,1022282,0.09277156,14806,0.93393561,True,,,,0.32635656,43,0
+23,5000000,6766.1514,2048,False,1022282,0.09277156,14806,0.93393561,True,,,,0.32635656,43,1
+23,5000000,6356.8975,2048,False,1022282,0.09277156,14806,0.93393561,True,,,,0.32635656,43,2
+24,5000000,-0.22695248,2048,True,1750751,0.06752151,8067,4.31868714,False,0.47969654,0.97371753,5e-08,,43,0
+24,5000000,-0.23008737,2048,True,1750751,0.06752151,8067,4.31868714,False,0.47969654,0.97371753,5e-08,,43,1
+24,5000000,-0.24740858,2048,True,1750751,0.06752151,8067,4.31868714,False,0.47969654,0.97371753,5e-08,,43,2
 25,5000000,-145.28743,1024,True,1553016,0.00092647,8467,7.07090916,True,0.6082462,0.42131663,0.0,0.69929805,43,0
 25,5000000,-150.0058,1024,True,1553016,0.00092647,8467,7.07090916,True,0.6082462,0.42131663,0.0,0.69929805,43,1
 25,5000000,-252.17682,1024,True,1553016,0.00092647,8467,7.07090916,True,0.6082462,0.42131663,0.0,0.69929805,43,2
-26,5000000,-169.50705,1024,False,1334367,5.905e-05,1949,0.3392767,False,NaN,NaN,NaN,NaN,43,0
-26,5000000,5966.343,1024,False,1334367,5.905e-05,1949,0.3392767,False,NaN,NaN,NaN,NaN,43,1
-26,5000000,2079.0264,1024,False,1334367,5.905e-05,1949,0.3392767,False,NaN,NaN,NaN,NaN,43,2
+26,5000000,-169.50705,1024,False,1334367,5.905e-05,1949,0.3392767,False,,,,,43,0
+26,5000000,5966.343,1024,False,1334367,5.905e-05,1949,0.3392767,False,,,,,43,1
+26,5000000,2079.0264,1024,False,1334367,5.905e-05,1949,0.3392767,False,,,,,43,2
 27,5000000,8496.973,512,True,203780,1.17e-06,12744,4.01530438,True,0.86923703,0.61385469,2.9e-07,0.99230613,43,0
 27,5000000,9087.655,512,True,203780,1.17e-06,12744,4.01530438,True,0.86923703,0.61385469,2.9e-07,0.99230613,43,1
 27,5000000,9848.146,512,True,203780,1.17e-06,12744,4.01530438,True,0.86923703,0.61385469,2.9e-07,0.99230613,43,2
-28,5000000,6171.455,1024,True,943067,1.99e-06,10878,1.29455632,False,0.45762423,0.88694876,1.504e-05,NaN,43,0
-28,5000000,3889.2703,1024,True,943067,1.99e-06,10878,1.29455632,False,0.45762423,0.88694876,1.504e-05,NaN,43,1
-28,5000000,5528.5156,1024,True,943067,1.99e-06,10878,1.29455632,False,0.45762423,0.88694876,1.504e-05,NaN,43,2
-29,5000000,-0.0818591,1024,False,1664841,0.03731207,13576,9.58449301,True,NaN,NaN,NaN,0.94939815,43,0
-29,5000000,-0.29908702,1024,False,1664841,0.03731207,13576,9.58449301,True,NaN,NaN,NaN,0.94939815,43,1
-29,5000000,-0.23664117,1024,False,1664841,0.03731207,13576,9.58449301,True,NaN,NaN,NaN,0.94939815,43,2
-30,5000000,-367.88043,512,True,1064185,1.38e-06,16184,0.40011277,False,0.55704214,0.70099197,2.2e-07,NaN,43,0
-30,5000000,-331.94052,512,True,1064185,1.38e-06,16184,0.40011277,False,0.55704214,0.70099197,2.2e-07,NaN,43,1
-30,5000000,-408.89697,512,True,1064185,1.38e-06,16184,0.40011277,False,0.55704214,0.70099197,2.2e-07,NaN,43,2
-31,5000000,-1.0288656,512,False,1200631,0.07761601,988,1.5020764,False,NaN,NaN,NaN,NaN,43,0
-31,5000000,-28.197979,512,False,1200631,0.07761601,988,1.5020764,False,NaN,NaN,NaN,NaN,43,1
-31,5000000,-0.2260873,512,False,1200631,0.07761601,988,1.5020764,False,NaN,NaN,NaN,NaN,43,2
-0,5000000,-0.19326353,1024,False,970139,9.339e-05,3016,1.80109316,False,NaN,NaN,NaN,NaN,46,0
-0,5000000,7634.7734,1024,False,970139,9.339e-05,3016,1.80109316,False,NaN,NaN,NaN,NaN,46,1
-0,5000000,7100.852,1024,False,970139,9.339e-05,3016,1.80109316,False,NaN,NaN,NaN,NaN,46,2
-1,5000000,-154.33374,1024,True,168750,1.244e-05,15427,0.30883566,False,0.49170605,0.58074783,7.3e-07,NaN,46,0
-1,5000000,-141.31807,1024,True,168750,1.244e-05,15427,0.30883566,False,0.49170605,0.58074783,7.3e-07,NaN,46,1
-1,5000000,-269.2626,1024,True,168750,1.244e-05,15427,0.30883566,False,0.49170605,0.58074783,7.3e-07,NaN,46,2
-2,5000000,-0.2167473,1024,True,663468,3.569e-05,40,2.60078975,False,0.34295881,0.84932715,1e-08,NaN,46,0
-2,5000000,-0.2826559,1024,True,663468,3.569e-05,40,2.60078975,False,0.34295881,0.84932715,1e-08,NaN,46,1
-2,5000000,-0.23356277,1024,True,663468,3.569e-05,40,2.60078975,False,0.34295881,0.84932715,1e-08,NaN,46,2
-3,5000000,-8.369766,512,False,451491,2.645e-05,8726,0.46373897,True,NaN,NaN,NaN,0.04308129,46,0
-3,5000000,714.19855,512,False,451491,2.645e-05,8726,0.46373897,True,NaN,NaN,NaN,0.04308129,46,1
-3,5000000,1221.4216,512,False,451491,2.645e-05,8726,0.46373897,True,NaN,NaN,NaN,0.04308129,46,2
-4,5000000,-345.25726,512,False,1819578,0.00451449,8031,2.11390926,True,NaN,NaN,NaN,0.7299293,46,0
-4,5000000,941.3328,512,False,1819578,0.00451449,8031,2.11390926,True,NaN,NaN,NaN,0.7299293,46,1
-4,5000000,2079.478,512,False,1819578,0.00451449,8031,2.11390926,True,NaN,NaN,NaN,0.7299293,46,2
-5,5000000,782.78,2048,True,968832,0.00018729,10840,0.14241915,False,0.93557712,0.33802001,0.0,NaN,46,0
-5,5000000,241.32109,2048,True,968832,0.00018729,10840,0.14241915,False,0.93557712,0.33802001,0.0,NaN,46,1
-5,5000000,1178.6046,2048,True,968832,0.00018729,10840,0.14241915,False,0.93557712,0.33802001,0.0,NaN,46,2
-6,5000000,7480.1357,2048,False,1022330,0.03959301,3434,0.41136861,True,NaN,NaN,NaN,0.1137344,46,0
-6,5000000,-258.70288,2048,False,1022330,0.03959301,3434,0.41136861,True,NaN,NaN,NaN,0.1137344,46,1
-6,5000000,5763.608,2048,False,1022330,0.03959301,3434,0.41136861,True,NaN,NaN,NaN,0.1137344,46,2
-7,5000000,4765.17,1024,False,1137863,7.232e-05,1377,0.1268931,False,NaN,NaN,NaN,NaN,46,0
-7,5000000,4715.4863,1024,False,1137863,7.232e-05,1377,0.1268931,False,NaN,NaN,NaN,NaN,46,1
-7,5000000,6485.782,1024,False,1137863,7.232e-05,1377,0.1268931,False,NaN,NaN,NaN,NaN,46,2
-8,5000000,3817.3352,1024,True,414558,1.668e-05,192,9.15033935,False,0.97041333,0.573542,2.9e-06,NaN,46,0
-8,5000000,4430.963,1024,True,414558,1.668e-05,192,9.15033935,False,0.97041333,0.573542,2.9e-06,NaN,46,1
-8,5000000,121.36052,1024,True,414558,1.668e-05,192,9.15033935,False,0.97041333,0.573542,2.9e-06,NaN,46,2
-9,5000000,5205.3574,1024,False,154903,9.83e-06,843,0.16022108,True,NaN,NaN,NaN,0.17597535,46,0
-9,5000000,6687.756,1024,False,154903,9.83e-06,843,0.16022108,True,NaN,NaN,NaN,0.17597535,46,1
-9,5000000,5215.782,1024,False,154903,9.83e-06,843,0.16022108,True,NaN,NaN,NaN,0.17597535,46,2
-10,5000000,4297.3223,1024,False,1955860,1.1e-06,15835,0.64905994,True,NaN,NaN,NaN,0.82710468,46,0
-10,5000000,4432.855,1024,False,1955860,1.1e-06,15835,0.64905994,True,NaN,NaN,NaN,0.82710468,46,1
-10,5000000,4624.1143,1024,False,1955860,1.1e-06,15835,0.64905994,True,NaN,NaN,NaN,0.82710468,46,2
-11,5000000,2243.4976,1024,True,124683,0.0092563,7123,0.24822535,False,0.63938601,0.26633893,4.273e-05,NaN,46,0
-11,5000000,6996.291,1024,True,124683,0.0092563,7123,0.24822535,False,0.63938601,0.26633893,4.273e-05,NaN,46,1
-11,5000000,-223.92206,1024,True,124683,0.0092563,7123,0.24822535,False,0.63938601,0.26633893,4.273e-05,NaN,46,2
-12,5000000,-254.1803,2048,False,958726,4.86e-06,13488,9.52760035,False,NaN,NaN,NaN,NaN,46,0
-12,5000000,-477.27386,2048,False,958726,4.86e-06,13488,9.52760035,False,NaN,NaN,NaN,NaN,46,1
-12,5000000,-118.707184,2048,False,958726,4.86e-06,13488,9.52760035,False,NaN,NaN,NaN,NaN,46,2
-13,5000000,-10.726572,2048,False,1485022,0.02560739,10783,1.5200764,False,NaN,NaN,NaN,NaN,46,0
-13,5000000,-1.525372,2048,False,1485022,0.02560739,10783,1.5200764,False,NaN,NaN,NaN,NaN,46,1
-13,5000000,-1.3377354,2048,False,1485022,0.02560739,10783,1.5200764,False,NaN,NaN,NaN,NaN,46,2
-14,5000000,-604.30597,2048,True,1058314,4.96e-06,6038,0.11162506,False,0.11470667,0.72716039,5.43e-06,NaN,46,0
-14,5000000,-214.38376,2048,True,1058314,4.96e-06,6038,0.11162506,False,0.11470667,0.72716039,5.43e-06,NaN,46,1
-14,5000000,-190.23395,2048,True,1058314,4.96e-06,6038,0.11162506,False,0.11470667,0.72716039,5.43e-06,NaN,46,2
-15,5000000,0.0,1024,False,1953684,8.35e-06,13424,0.63294492,False,NaN,NaN,NaN,NaN,46,0
-15,5000000,195.20862,1024,False,1953684,8.35e-06,13424,0.63294492,False,NaN,NaN,NaN,NaN,46,1
-15,5000000,944.7112,1024,False,1953684,8.35e-06,13424,0.63294492,False,NaN,NaN,NaN,NaN,46,2
+28,5000000,6171.455,1024,True,943067,1.99e-06,10878,1.29455632,False,0.45762423,0.88694876,1.504e-05,,43,0
+28,5000000,3889.2703,1024,True,943067,1.99e-06,10878,1.29455632,False,0.45762423,0.88694876,1.504e-05,,43,1
+28,5000000,5528.5156,1024,True,943067,1.99e-06,10878,1.29455632,False,0.45762423,0.88694876,1.504e-05,,43,2
+29,5000000,-0.0818591,1024,False,1664841,0.03731207,13576,9.58449301,True,,,,0.94939815,43,0
+29,5000000,-0.29908702,1024,False,1664841,0.03731207,13576,9.58449301,True,,,,0.94939815,43,1
+29,5000000,-0.23664117,1024,False,1664841,0.03731207,13576,9.58449301,True,,,,0.94939815,43,2
+30,5000000,-367.88043,512,True,1064185,1.38e-06,16184,0.40011277,False,0.55704214,0.70099197,2.2e-07,,43,0
+30,5000000,-331.94052,512,True,1064185,1.38e-06,16184,0.40011277,False,0.55704214,0.70099197,2.2e-07,,43,1
+30,5000000,-408.89697,512,True,1064185,1.38e-06,16184,0.40011277,False,0.55704214,0.70099197,2.2e-07,,43,2
+31,5000000,-1.0288656,512,False,1200631,0.07761601,988,1.5020764,False,,,,,43,0
+31,5000000,-28.197979,512,False,1200631,0.07761601,988,1.5020764,False,,,,,43,1
+31,5000000,-0.2260873,512,False,1200631,0.07761601,988,1.5020764,False,,,,,43,2
+0,5000000,-0.19326353,1024,False,970139,9.339e-05,3016,1.80109316,False,,,,,46,0
+0,5000000,7634.7734,1024,False,970139,9.339e-05,3016,1.80109316,False,,,,,46,1
+0,5000000,7100.852,1024,False,970139,9.339e-05,3016,1.80109316,False,,,,,46,2
+1,5000000,-154.33374,1024,True,168750,1.244e-05,15427,0.30883566,False,0.49170605,0.58074783,7.3e-07,,46,0
+1,5000000,-141.31807,1024,True,168750,1.244e-05,15427,0.30883566,False,0.49170605,0.58074783,7.3e-07,,46,1
+1,5000000,-269.2626,1024,True,168750,1.244e-05,15427,0.30883566,False,0.49170605,0.58074783,7.3e-07,,46,2
+2,5000000,-0.2167473,1024,True,663468,3.569e-05,40,2.60078975,False,0.34295881,0.84932715,1e-08,,46,0
+2,5000000,-0.2826559,1024,True,663468,3.569e-05,40,2.60078975,False,0.34295881,0.84932715,1e-08,,46,1
+2,5000000,-0.23356277,1024,True,663468,3.569e-05,40,2.60078975,False,0.34295881,0.84932715,1e-08,,46,2
+3,5000000,-8.369766,512,False,451491,2.645e-05,8726,0.46373897,True,,,,0.04308129,46,0
+3,5000000,714.19855,512,False,451491,2.645e-05,8726,0.46373897,True,,,,0.04308129,46,1
+3,5000000,1221.4216,512,False,451491,2.645e-05,8726,0.46373897,True,,,,0.04308129,46,2
+4,5000000,-345.25726,512,False,1819578,0.00451449,8031,2.11390926,True,,,,0.7299293,46,0
+4,5000000,941.3328,512,False,1819578,0.00451449,8031,2.11390926,True,,,,0.7299293,46,1
+4,5000000,2079.478,512,False,1819578,0.00451449,8031,2.11390926,True,,,,0.7299293,46,2
+5,5000000,782.78,2048,True,968832,0.00018729,10840,0.14241915,False,0.93557712,0.33802001,0.0,,46,0
+5,5000000,241.32109,2048,True,968832,0.00018729,10840,0.14241915,False,0.93557712,0.33802001,0.0,,46,1
+5,5000000,1178.6046,2048,True,968832,0.00018729,10840,0.14241915,False,0.93557712,0.33802001,0.0,,46,2
+6,5000000,7480.1357,2048,False,1022330,0.03959301,3434,0.41136861,True,,,,0.1137344,46,0
+6,5000000,-258.70288,2048,False,1022330,0.03959301,3434,0.41136861,True,,,,0.1137344,46,1
+6,5000000,5763.608,2048,False,1022330,0.03959301,3434,0.41136861,True,,,,0.1137344,46,2
+7,5000000,4765.17,1024,False,1137863,7.232e-05,1377,0.1268931,False,,,,,46,0
+7,5000000,4715.4863,1024,False,1137863,7.232e-05,1377,0.1268931,False,,,,,46,1
+7,5000000,6485.782,1024,False,1137863,7.232e-05,1377,0.1268931,False,,,,,46,2
+8,5000000,3817.3352,1024,True,414558,1.668e-05,192,9.15033935,False,0.97041333,0.573542,2.9e-06,,46,0
+8,5000000,4430.963,1024,True,414558,1.668e-05,192,9.15033935,False,0.97041333,0.573542,2.9e-06,,46,1
+8,5000000,121.36052,1024,True,414558,1.668e-05,192,9.15033935,False,0.97041333,0.573542,2.9e-06,,46,2
+9,5000000,5205.3574,1024,False,154903,9.83e-06,843,0.16022108,True,,,,0.17597535,46,0
+9,5000000,6687.756,1024,False,154903,9.83e-06,843,0.16022108,True,,,,0.17597535,46,1
+9,5000000,5215.782,1024,False,154903,9.83e-06,843,0.16022108,True,,,,0.17597535,46,2
+10,5000000,4297.3223,1024,False,1955860,1.1e-06,15835,0.64905994,True,,,,0.82710468,46,0
+10,5000000,4432.855,1024,False,1955860,1.1e-06,15835,0.64905994,True,,,,0.82710468,46,1
+10,5000000,4624.1143,1024,False,1955860,1.1e-06,15835,0.64905994,True,,,,0.82710468,46,2
+11,5000000,2243.4976,1024,True,124683,0.0092563,7123,0.24822535,False,0.63938601,0.26633893,4.273e-05,,46,0
+11,5000000,6996.291,1024,True,124683,0.0092563,7123,0.24822535,False,0.63938601,0.26633893,4.273e-05,,46,1
+11,5000000,-223.92206,1024,True,124683,0.0092563,7123,0.24822535,False,0.63938601,0.26633893,4.273e-05,,46,2
+12,5000000,-254.1803,2048,False,958726,4.86e-06,13488,9.52760035,False,,,,,46,0
+12,5000000,-477.27386,2048,False,958726,4.86e-06,13488,9.52760035,False,,,,,46,1
+12,5000000,-118.707184,2048,False,958726,4.86e-06,13488,9.52760035,False,,,,,46,2
+13,5000000,-10.726572,2048,False,1485022,0.02560739,10783,1.5200764,False,,,,,46,0
+13,5000000,-1.525372,2048,False,1485022,0.02560739,10783,1.5200764,False,,,,,46,1
+13,5000000,-1.3377354,2048,False,1485022,0.02560739,10783,1.5200764,False,,,,,46,2
+14,5000000,-604.30597,2048,True,1058314,4.96e-06,6038,0.11162506,False,0.11470667,0.72716039,5.43e-06,,46,0
+14,5000000,-214.38376,2048,True,1058314,4.96e-06,6038,0.11162506,False,0.11470667,0.72716039,5.43e-06,,46,1
+14,5000000,-190.23395,2048,True,1058314,4.96e-06,6038,0.11162506,False,0.11470667,0.72716039,5.43e-06,,46,2
+15,5000000,0.0,1024,False,1953684,8.35e-06,13424,0.63294492,False,,,,,46,0
+15,5000000,195.20862,1024,False,1953684,8.35e-06,13424,0.63294492,False,,,,,46,1
+15,5000000,944.7112,1024,False,1953684,8.35e-06,13424,0.63294492,False,,,,,46,2
 16,5000000,-405.4805,512,True,226594,8.088e-05,15875,1.41254424,True,0.40302069,0.96143395,6e-08,0.50821939,46,0
 16,5000000,-538.5609,512,True,226594,8.088e-05,15875,1.41254424,True,0.40302069,0.96143395,6e-08,0.50821939,46,1
 16,5000000,-485.23022,512,True,226594,8.088e-05,15875,1.41254424,True,0.40302069,0.96143395,6e-08,0.50821939,46,2
-17,5000000,-5.0968213,1024,True,1459503,0.00079137,8590,0.5401751,False,0.51000964,0.84019423,1e-08,NaN,46,0
-17,5000000,-134.37254,1024,True,1459503,0.00079137,8590,0.5401751,False,0.51000964,0.84019423,1e-08,NaN,46,1
-17,5000000,-4.8850822,1024,True,1459503,0.00079137,8590,0.5401751,False,0.51000964,0.84019423,1e-08,NaN,46,2
-18,5000000,4631.994,2048,False,339502,0.01074636,7,0.17045879,False,NaN,NaN,NaN,NaN,46,0
-18,5000000,-235.41904,2048,False,339502,0.01074636,7,0.17045879,False,NaN,NaN,NaN,NaN,46,1
-18,5000000,61.93208,2048,False,339502,0.01074636,7,0.17045879,False,NaN,NaN,NaN,NaN,46,2
-19,5000000,9818.85,2048,False,794477,0.08725644,15688,1.81178802,False,NaN,NaN,NaN,NaN,46,0
-19,5000000,-467.7565,2048,False,794477,0.08725644,15688,1.81178802,False,NaN,NaN,NaN,NaN,46,1
-19,5000000,8219.154,2048,False,794477,0.08725644,15688,1.81178802,False,NaN,NaN,NaN,NaN,46,2
-20,5000000,7219.1943,2048,False,992679,1.025e-05,16285,0.12150006,False,NaN,NaN,NaN,NaN,46,0
-20,5000000,7960.671,2048,False,992679,1.025e-05,16285,0.12150006,False,NaN,NaN,NaN,NaN,46,1
-20,5000000,6751.244,2048,False,992679,1.025e-05,16285,0.12150006,False,NaN,NaN,NaN,NaN,46,2
-21,5000000,-165.98254,512,False,1425501,0.00474263,4415,1.13627434,True,NaN,NaN,NaN,0.64640395,46,0
-21,5000000,-229.02066,512,False,1425501,0.00474263,4415,1.13627434,True,NaN,NaN,NaN,0.64640395,46,1
-21,5000000,-52.607372,512,False,1425501,0.00474263,4415,1.13627434,True,NaN,NaN,NaN,0.64640395,46,2
-22,5000000,7528.3257,1024,False,1560834,0.07643249,13174,0.15683077,True,NaN,NaN,NaN,0.38643274,46,0
-22,5000000,7809.548,1024,False,1560834,0.07643249,13174,0.15683077,True,NaN,NaN,NaN,0.38643274,46,1
-22,5000000,6959.791,1024,False,1560834,0.07643249,13174,0.15683077,True,NaN,NaN,NaN,0.38643274,46,2
-23,5000000,-0.2439714,2048,True,1860088,0.00010645,12629,0.13035383,False,0.46548805,0.83724123,0.0,NaN,46,0
-23,5000000,-81.68289,2048,True,1860088,0.00010645,12629,0.13035383,False,0.46548805,0.83724123,0.0,NaN,46,1
-23,5000000,-0.23736462,2048,True,1860088,0.00010645,12629,0.13035383,False,0.46548805,0.83724123,0.0,NaN,46,2
+17,5000000,-5.0968213,1024,True,1459503,0.00079137,8590,0.5401751,False,0.51000964,0.84019423,1e-08,,46,0
+17,5000000,-134.37254,1024,True,1459503,0.00079137,8590,0.5401751,False,0.51000964,0.84019423,1e-08,,46,1
+17,5000000,-4.8850822,1024,True,1459503,0.00079137,8590,0.5401751,False,0.51000964,0.84019423,1e-08,,46,2
+18,5000000,4631.994,2048,False,339502,0.01074636,7,0.17045879,False,,,,,46,0
+18,5000000,-235.41904,2048,False,339502,0.01074636,7,0.17045879,False,,,,,46,1
+18,5000000,61.93208,2048,False,339502,0.01074636,7,0.17045879,False,,,,,46,2
+19,5000000,9818.85,2048,False,794477,0.08725644,15688,1.81178802,False,,,,,46,0
+19,5000000,-467.7565,2048,False,794477,0.08725644,15688,1.81178802,False,,,,,46,1
+19,5000000,8219.154,2048,False,794477,0.08725644,15688,1.81178802,False,,,,,46,2
+20,5000000,7219.1943,2048,False,992679,1.025e-05,16285,0.12150006,False,,,,,46,0
+20,5000000,7960.671,2048,False,992679,1.025e-05,16285,0.12150006,False,,,,,46,1
+20,5000000,6751.244,2048,False,992679,1.025e-05,16285,0.12150006,False,,,,,46,2
+21,5000000,-165.98254,512,False,1425501,0.00474263,4415,1.13627434,True,,,,0.64640395,46,0
+21,5000000,-229.02066,512,False,1425501,0.00474263,4415,1.13627434,True,,,,0.64640395,46,1
+21,5000000,-52.607372,512,False,1425501,0.00474263,4415,1.13627434,True,,,,0.64640395,46,2
+22,5000000,7528.3257,1024,False,1560834,0.07643249,13174,0.15683077,True,,,,0.38643274,46,0
+22,5000000,7809.548,1024,False,1560834,0.07643249,13174,0.15683077,True,,,,0.38643274,46,1
+22,5000000,6959.791,1024,False,1560834,0.07643249,13174,0.15683077,True,,,,0.38643274,46,2
+23,5000000,-0.2439714,2048,True,1860088,0.00010645,12629,0.13035383,False,0.46548805,0.83724123,0.0,,46,0
+23,5000000,-81.68289,2048,True,1860088,0.00010645,12629,0.13035383,False,0.46548805,0.83724123,0.0,,46,1
+23,5000000,-0.23736462,2048,True,1860088,0.00010645,12629,0.13035383,False,0.46548805,0.83724123,0.0,,46,2
 24,5000000,7734.219,1024,True,1605518,2.65e-06,9805,6.72272512,True,0.79200126,0.34091723,0.0,0.64218634,46,0
 24,5000000,5012.4233,1024,True,1605518,2.65e-06,9805,6.72272512,True,0.79200126,0.34091723,0.0,0.64218634,46,1
 24,5000000,5566.131,1024,True,1605518,2.65e-06,9805,6.72272512,True,0.79200126,0.34091723,0.0,0.64218634,46,2
-25,5000000,9175.652,2048,False,217638,1.66e-06,8412,0.59075923,True,NaN,NaN,NaN,0.56544258,46,0
-25,5000000,8996.368,2048,False,217638,1.66e-06,8412,0.59075923,True,NaN,NaN,NaN,0.56544258,46,1
-25,5000000,7588.5215,2048,False,217638,1.66e-06,8412,0.59075923,True,NaN,NaN,NaN,0.56544258,46,2
-26,5000000,-458.3685,1024,True,188146,0.0001276,1574,0.80123828,False,0.42421614,0.48535966,2.56e-06,NaN,46,0
-26,5000000,410.04285,1024,True,188146,0.0001276,1574,0.80123828,False,0.42421614,0.48535966,2.56e-06,NaN,46,1
-26,5000000,5267.2573,1024,True,188146,0.0001276,1574,0.80123828,False,0.42421614,0.48535966,2.56e-06,NaN,46,2
+25,5000000,9175.652,2048,False,217638,1.66e-06,8412,0.59075923,True,,,,0.56544258,46,0
+25,5000000,8996.368,2048,False,217638,1.66e-06,8412,0.59075923,True,,,,0.56544258,46,1
+25,5000000,7588.5215,2048,False,217638,1.66e-06,8412,0.59075923,True,,,,0.56544258,46,2
+26,5000000,-458.3685,1024,True,188146,0.0001276,1574,0.80123828,False,0.42421614,0.48535966,2.56e-06,,46,0
+26,5000000,410.04285,1024,True,188146,0.0001276,1574,0.80123828,False,0.42421614,0.48535966,2.56e-06,,46,1
+26,5000000,5267.2573,1024,True,188146,0.0001276,1574,0.80123828,False,0.42421614,0.48535966,2.56e-06,,46,2
 27,5000000,6504.1626,512,True,1097193,5.322e-05,1887,1.77498373,True,0.45926299,0.60976417,2.65e-06,0.54132835,46,0
 27,5000000,4005.3489,512,True,1097193,5.322e-05,1887,1.77498373,True,0.45926299,0.60976417,2.65e-06,0.54132835,46,1
 27,5000000,3785.5044,512,True,1097193,5.322e-05,1887,1.77498373,True,0.45926299,0.60976417,2.65e-06,0.54132835,46,2
-28,5000000,-121.80231,2048,True,1334179,1.57e-06,1243,0.71091279,False,0.62641187,0.65714041,0.0,NaN,46,0
-28,5000000,-130.5186,2048,True,1334179,1.57e-06,1243,0.71091279,False,0.62641187,0.65714041,0.0,NaN,46,1
-28,5000000,-161.82233,2048,True,1334179,1.57e-06,1243,0.71091279,False,0.62641187,0.65714041,0.0,NaN,46,2
-29,5000000,-597.0139,2048,True,333351,0.00114339,13833,0.29375822,False,0.89334722,0.65193694,0.0,NaN,46,0
-29,5000000,2291.9492,2048,True,333351,0.00114339,13833,0.29375822,False,0.89334722,0.65193694,0.0,NaN,46,1
-29,5000000,1529.0099,2048,True,333351,0.00114339,13833,0.29375822,False,0.89334722,0.65193694,0.0,NaN,46,2
-30,5000000,1222.6538,1024,True,658050,0.01427557,4340,5.38237766,False,0.77425782,0.922965,3.89e-06,NaN,46,0
-30,5000000,1081.7776,1024,True,658050,0.01427557,4340,5.38237766,False,0.77425782,0.922965,3.89e-06,NaN,46,1
-30,5000000,1188.3508,1024,True,658050,0.01427557,4340,5.38237766,False,0.77425782,0.922965,3.89e-06,NaN,46,2
-31,5000000,2.1098478,1024,False,196061,0.00193106,5459,0.72007677,False,NaN,NaN,NaN,NaN,46,0
-31,5000000,702.82666,1024,False,196061,0.00193106,5459,0.72007677,False,NaN,NaN,NaN,NaN,46,1
-31,5000000,549.9359,1024,False,196061,0.00193106,5459,0.72007677,False,NaN,NaN,NaN,NaN,46,2
+28,5000000,-121.80231,2048,True,1334179,1.57e-06,1243,0.71091279,False,0.62641187,0.65714041,0.0,,46,0
+28,5000000,-130.5186,2048,True,1334179,1.57e-06,1243,0.71091279,False,0.62641187,0.65714041,0.0,,46,1
+28,5000000,-161.82233,2048,True,1334179,1.57e-06,1243,0.71091279,False,0.62641187,0.65714041,0.0,,46,2
+29,5000000,-597.0139,2048,True,333351,0.00114339,13833,0.29375822,False,0.89334722,0.65193694,0.0,,46,0
+29,5000000,2291.9492,2048,True,333351,0.00114339,13833,0.29375822,False,0.89334722,0.65193694,0.0,,46,1
+29,5000000,1529.0099,2048,True,333351,0.00114339,13833,0.29375822,False,0.89334722,0.65193694,0.0,,46,2
+30,5000000,1222.6538,1024,True,658050,0.01427557,4340,5.38237766,False,0.77425782,0.922965,3.89e-06,,46,0
+30,5000000,1081.7776,1024,True,658050,0.01427557,4340,5.38237766,False,0.77425782,0.922965,3.89e-06,,46,1
+30,5000000,1188.3508,1024,True,658050,0.01427557,4340,5.38237766,False,0.77425782,0.922965,3.89e-06,,46,2
+31,5000000,2.1098478,1024,False,196061,0.00193106,5459,0.72007677,False,,,,,46,0
+31,5000000,702.82666,1024,False,196061,0.00193106,5459,0.72007677,False,,,,,46,1
+31,5000000,549.9359,1024,False,196061,0.00193106,5459,0.72007677,False,,,,,46,2

rs/brax_hopper_sac.csv

@@ -2,180 +2,180 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 0,5000000,1668.1886,2048,True,1137098,0.00347027,5311,1.67380858,True,0.98339858,0.02313231,1e-08,0.18163101,42,0
 0,5000000,2126.085,2048,True,1137098,0.00347027,5311,1.67380858,True,0.98339858,0.02313231,1e-08,0.18163101,42,1
 0,5000000,2007.2112,2048,True,1137098,0.00347027,5311,1.67380858,True,0.98339858,0.02313231,1e-08,0.18163101,42,2
-1,5000000,3375.0542,1024,False,1272765,2.77e-06,8529,0.35644979,True,NaN,NaN,NaN,0.88834062,42,0
-1,5000000,1026.3439,1024,False,1272765,2.77e-06,8529,0.35644979,True,NaN,NaN,NaN,0.88834062,42,1
-1,5000000,996.29944,1024,False,1272765,2.77e-06,8529,0.35644979,True,NaN,NaN,NaN,0.88834062,42,2
-2,5000000,3198.5537,1024,True,123433,0.00152073,1678,1.77299739,False,0.80936575,0.43283671,1.2e-07,NaN,42,0
-2,5000000,1756.1522,1024,True,123433,0.00152073,1678,1.77299739,False,0.80936575,0.43283671,1.2e-07,NaN,42,1
-2,5000000,3275.2896,1024,True,123433,0.00152073,1678,1.77299739,False,0.80936575,0.43283671,1.2e-07,NaN,42,2
-3,5000000,14.691093,1024,True,814192,1.46e-06,5791,2.86043904,False,0.51311679,0.71403804,1e-07,NaN,42,0
-3,5000000,3270.5215,1024,True,814192,1.46e-06,5791,2.86043904,False,0.51311679,0.71403804,1e-07,NaN,42,1
-3,5000000,38.293633,1024,True,814192,1.46e-06,5791,2.86043904,False,0.51311679,0.71403804,1e-07,NaN,42,2
-4,5000000,475.44458,512,False,991222,0.00426362,12874,7.59043883,True,NaN,NaN,NaN,0.63482724,42,0
-4,5000000,3311.408,512,False,991222,0.00426362,12874,7.59043883,True,NaN,NaN,NaN,0.63482724,42,1
-4,5000000,1106.838,512,False,991222,0.00426362,12874,7.59043883,True,NaN,NaN,NaN,0.63482724,42,2
-5,5000000,1880.6787,512,False,1355228,0.00547764,699,0.34431006,True,NaN,NaN,NaN,0.50650113,42,0
-5,5000000,3222.2856,512,False,1355228,0.00547764,699,0.34431006,True,NaN,NaN,NaN,0.50650113,42,1
-5,5000000,2755.2412,512,False,1355228,0.00547764,699,0.34431006,True,NaN,NaN,NaN,0.50650113,42,2
-6,5000000,143.19026,2048,False,1143448,0.01565552,15338,8.52125694,True,NaN,NaN,NaN,0.5537344,42,0
-6,5000000,151.0397,2048,False,1143448,0.01565552,15338,8.52125694,True,NaN,NaN,NaN,0.5537344,42,1
-6,5000000,144.31146,2048,False,1143448,0.01565552,15338,8.52125694,True,NaN,NaN,NaN,0.5537344,42,2
-7,5000000,2067.1558,2048,True,1905074,3.81e-06,11151,1.70490505,False,0.68712413,0.64003956,1.138e-05,NaN,42,0
-7,5000000,1421.4312,2048,True,1905074,3.81e-06,11151,1.70490505,False,0.68712413,0.64003956,1.138e-05,NaN,42,1
-7,5000000,3401.393,2048,True,1905074,3.81e-06,11151,1.70490505,False,0.68712413,0.64003956,1.138e-05,NaN,42,2
-8,5000000,3224.8008,1024,False,1257469,3.9e-06,11657,2.90599934,False,NaN,NaN,NaN,NaN,42,0
-8,5000000,3460.4648,1024,False,1257469,3.9e-06,11657,2.90599934,False,NaN,NaN,NaN,NaN,42,1
-8,5000000,3085.376,1024,False,1257469,3.9e-06,11657,2.90599934,False,NaN,NaN,NaN,NaN,42,2
+1,5000000,3375.0542,1024,False,1272765,2.77e-06,8529,0.35644979,True,,,,0.88834062,42,0
+1,5000000,1026.3439,1024,False,1272765,2.77e-06,8529,0.35644979,True,,,,0.88834062,42,1
+1,5000000,996.29944,1024,False,1272765,2.77e-06,8529,0.35644979,True,,,,0.88834062,42,2
+2,5000000,3198.5537,1024,True,123433,0.00152073,1678,1.77299739,False,0.80936575,0.43283671,1.2e-07,,42,0
+2,5000000,1756.1522,1024,True,123433,0.00152073,1678,1.77299739,False,0.80936575,0.43283671,1.2e-07,,42,1
+2,5000000,3275.2896,1024,True,123433,0.00152073,1678,1.77299739,False,0.80936575,0.43283671,1.2e-07,,42,2
+3,5000000,14.691093,1024,True,814192,1.46e-06,5791,2.86043904,False,0.51311679,0.71403804,1e-07,,42,0
+3,5000000,3270.5215,1024,True,814192,1.46e-06,5791,2.86043904,False,0.51311679,0.71403804,1e-07,,42,1
+3,5000000,38.293633,1024,True,814192,1.46e-06,5791,2.86043904,False,0.51311679,0.71403804,1e-07,,42,2
+4,5000000,475.44458,512,False,991222,0.00426362,12874,7.59043883,True,,,,0.63482724,42,0
+4,5000000,3311.408,512,False,991222,0.00426362,12874,7.59043883,True,,,,0.63482724,42,1
+4,5000000,1106.838,512,False,991222,0.00426362,12874,7.59043883,True,,,,0.63482724,42,2
+5,5000000,1880.6787,512,False,1355228,0.00547764,699,0.34431006,True,,,,0.50650113,42,0
+5,5000000,3222.2856,512,False,1355228,0.00547764,699,0.34431006,True,,,,0.50650113,42,1
+5,5000000,2755.2412,512,False,1355228,0.00547764,699,0.34431006,True,,,,0.50650113,42,2
+6,5000000,143.19026,2048,False,1143448,0.01565552,15338,8.52125694,True,,,,0.5537344,42,0
+6,5000000,151.0397,2048,False,1143448,0.01565552,15338,8.52125694,True,,,,0.5537344,42,1
+6,5000000,144.31146,2048,False,1143448,0.01565552,15338,8.52125694,True,,,,0.5537344,42,2
+7,5000000,2067.1558,2048,True,1905074,3.81e-06,11151,1.70490505,False,0.68712413,0.64003956,1.138e-05,,42,0
+7,5000000,1421.4312,2048,True,1905074,3.81e-06,11151,1.70490505,False,0.68712413,0.64003956,1.138e-05,,42,1
+7,5000000,3401.393,2048,True,1905074,3.81e-06,11151,1.70490505,False,0.68712413,0.64003956,1.138e-05,,42,2
+8,5000000,3224.8008,1024,False,1257469,3.9e-06,11657,2.90599934,False,,,,,42,0
+8,5000000,3460.4648,1024,False,1257469,3.9e-06,11657,2.90599934,False,,,,,42,1
+8,5000000,3085.376,1024,False,1257469,3.9e-06,11657,2.90599934,False,,,,,42,2
 9,5000000,2034.4769,2048,True,1847206,0.00484371,2539,0.71151318,True,0.38052809,0.7558444,1.3e-07,0.47397404,42,0
 9,5000000,1769.02,2048,True,1847206,0.00484371,2539,0.71151318,True,0.38052809,0.7558444,1.3e-07,0.47397404,42,1
 9,5000000,1209.366,2048,True,1847206,0.00484371,2539,0.71151318,True,0.38052809,0.7558444,1.3e-07,0.47397404,42,2
-10,5000000,3274.5938,512,True,214944,1.15e-06,11003,1.8146684,False,0.95911538,0.1779831,6e-08,NaN,42,0
-10,5000000,3305.4814,512,True,214944,1.15e-06,11003,1.8146684,False,0.95911538,0.1779831,6e-08,NaN,42,1
-10,5000000,3430.2012,512,True,214944,1.15e-06,11003,1.8146684,False,0.95911538,0.1779831,6e-08,NaN,42,2
+10,5000000,3274.5938,512,True,214944,1.15e-06,11003,1.8146684,False,0.95911538,0.1779831,6e-08,,42,0
+10,5000000,3305.4814,512,True,214944,1.15e-06,11003,1.8146684,False,0.95911538,0.1779831,6e-08,,42,1
+10,5000000,3430.2012,512,True,214944,1.15e-06,11003,1.8146684,False,0.95911538,0.1779831,6e-08,,42,2
 11,5000000,162.10977,1024,True,1466609,7.626e-05,4158,0.67552123,True,0.58929804,0.21299488,6.1e-06,0.48144859,42,0
 11,5000000,1838.6628,1024,True,1466609,7.626e-05,4158,0.67552123,True,0.58929804,0.21299488,6.1e-06,0.48144859,42,1
 11,5000000,9.056885,1024,True,1466609,7.626e-05,4158,0.67552123,True,0.58929804,0.21299488,6.1e-06,0.48144859,42,2
-12,5000000,3303.8965,1024,False,2276,0.03279105,10209,7.92576602,False,NaN,NaN,NaN,NaN,42,0
-12,5000000,2255.542,1024,False,2276,0.03279105,10209,7.92576602,False,NaN,NaN,NaN,NaN,42,1
-12,5000000,1432.4667,1024,False,2276,0.03279105,10209,7.92576602,False,NaN,NaN,NaN,NaN,42,2
-13,5000000,290.6045,1024,True,1420208,2.89e-06,4432,0.93120644,False,0.69029385,0.3606052,6.6e-07,NaN,42,0
-13,5000000,3443.966,1024,True,1420208,2.89e-06,4432,0.93120644,False,0.69029385,0.3606052,6.6e-07,NaN,42,1
-13,5000000,3446.5623,1024,True,1420208,2.89e-06,4432,0.93120644,False,0.69029385,0.3606052,6.6e-07,NaN,42,2
-14,5000000,1738.9343,2048,False,1243653,6.032e-05,1605,0.2222016,False,NaN,NaN,NaN,NaN,42,0
-14,5000000,2901.1162,2048,False,1243653,6.032e-05,1605,0.2222016,False,NaN,NaN,NaN,NaN,42,1
-14,5000000,3507.5393,2048,False,1243653,6.032e-05,1605,0.2222016,False,NaN,NaN,NaN,NaN,42,2
+12,5000000,3303.8965,1024,False,2276,0.03279105,10209,7.92576602,False,,,,,42,0
+12,5000000,2255.542,1024,False,2276,0.03279105,10209,7.92576602,False,,,,,42,1
+12,5000000,1432.4667,1024,False,2276,0.03279105,10209,7.92576602,False,,,,,42,2
+13,5000000,290.6045,1024,True,1420208,2.89e-06,4432,0.93120644,False,0.69029385,0.3606052,6.6e-07,,42,0
+13,5000000,3443.966,1024,True,1420208,2.89e-06,4432,0.93120644,False,0.69029385,0.3606052,6.6e-07,,42,1
+13,5000000,3446.5623,1024,True,1420208,2.89e-06,4432,0.93120644,False,0.69029385,0.3606052,6.6e-07,,42,2
+14,5000000,1738.9343,2048,False,1243653,6.032e-05,1605,0.2222016,False,,,,,42,0
+14,5000000,2901.1162,2048,False,1243653,6.032e-05,1605,0.2222016,False,,,,,42,1
+14,5000000,3507.5393,2048,False,1243653,6.032e-05,1605,0.2222016,False,,,,,42,2
 15,5000000,1489.617,1024,True,590857,1.02e-05,14231,8.51243525,True,0.0576137,0.82688135,4e-08,0.90067077,42,0
 15,5000000,852.62415,1024,True,590857,1.02e-05,14231,8.51243525,True,0.0576137,0.82688135,4e-08,0.90067077,42,1
 15,5000000,1053.4468,1024,True,590857,1.02e-05,14231,8.51243525,True,0.0576137,0.82688135,4e-08,0.90067077,42,2
-16,5000000,1369.1395,512,False,1585190,0.00137575,9446,2.59394595,True,NaN,NaN,NaN,0.18978174,42,0
-16,5000000,891.3354,512,False,1585190,0.00137575,9446,2.59394595,True,NaN,NaN,NaN,0.18978174,42,1
-16,5000000,945.50885,512,False,1585190,0.00137575,9446,2.59394595,True,NaN,NaN,NaN,0.18978174,42,2
-17,5000000,1024.5295,1024,False,231227,0.00304266,11641,6.62784581,True,NaN,NaN,NaN,0.23235877,42,0
-17,5000000,1028.1643,1024,False,231227,0.00304266,11641,6.62784581,True,NaN,NaN,NaN,0.23235877,42,1
-17,5000000,842.03925,1024,False,231227,0.00304266,11641,6.62784581,True,NaN,NaN,NaN,0.23235877,42,2
-18,5000000,73.261925,1024,True,1196913,0.06387804,9984,6.25329013,False,0.71691861,0.76770272,2e-08,NaN,42,0
-18,5000000,1021.5261,1024,True,1196913,0.06387804,9984,6.25329013,False,0.71691861,0.76770272,2e-08,NaN,42,1
-18,5000000,1013.48645,1024,True,1196913,0.06387804,9984,6.25329013,False,0.71691861,0.76770272,2e-08,NaN,42,2
+16,5000000,1369.1395,512,False,1585190,0.00137575,9446,2.59394595,True,,,,0.18978174,42,0
+16,5000000,891.3354,512,False,1585190,0.00137575,9446,2.59394595,True,,,,0.18978174,42,1
+16,5000000,945.50885,512,False,1585190,0.00137575,9446,2.59394595,True,,,,0.18978174,42,2
+17,5000000,1024.5295,1024,False,231227,0.00304266,11641,6.62784581,True,,,,0.23235877,42,0
+17,5000000,1028.1643,1024,False,231227,0.00304266,11641,6.62784581,True,,,,0.23235877,42,1
+17,5000000,842.03925,1024,False,231227,0.00304266,11641,6.62784581,True,,,,0.23235877,42,2
+18,5000000,73.261925,1024,True,1196913,0.06387804,9984,6.25329013,False,0.71691861,0.76770272,2e-08,,42,0
+18,5000000,1021.5261,1024,True,1196913,0.06387804,9984,6.25329013,False,0.71691861,0.76770272,2e-08,,42,1
+18,5000000,1013.48645,1024,True,1196913,0.06387804,9984,6.25329013,False,0.71691861,0.76770272,2e-08,,42,2
 19,5000000,2077.7666,2048,True,1729120,0.01063102,8356,1.84706232,True,0.81926913,0.275383,3e-08,0.49255689,42,0
 19,5000000,2046.6509,2048,True,1729120,0.01063102,8356,1.84706232,True,0.81926913,0.275383,3e-08,0.49255689,42,1
 19,5000000,3349.6716,2048,True,1729120,0.01063102,8356,1.84706232,True,0.81926913,0.275383,3e-08,0.49255689,42,2
-20,5000000,145.38876,1024,True,1363437,7.22e-06,5475,0.10519417,False,0.57756143,0.36033266,0.0,NaN,42,0
-20,5000000,3427.7908,1024,True,1363437,7.22e-06,5475,0.10519417,False,0.57756143,0.36033266,0.0,NaN,42,1
-20,5000000,185.63028,1024,True,1363437,7.22e-06,5475,0.10519417,False,0.57756143,0.36033266,0.0,NaN,42,2
-21,5000000,42.4653,512,False,701804,0.00023506,12312,8.61784694,True,NaN,NaN,NaN,0.70851942,42,0
-21,5000000,45.712196,512,False,701804,0.00023506,12312,8.61784694,True,NaN,NaN,NaN,0.70851942,42,1
-21,5000000,1607.1738,512,False,701804,0.00023506,12312,8.61784694,True,NaN,NaN,NaN,0.70851942,42,2
-22,5000000,44.89822,1024,True,1799894,1.88e-06,2667,0.42715026,False,0.42333102,0.39012425,0.0,NaN,42,0
-22,5000000,71.12161,1024,True,1799894,1.88e-06,2667,0.42715026,False,0.42333102,0.39012425,0.0,NaN,42,1
-22,5000000,40.007988,1024,True,1799894,1.88e-06,2667,0.42715026,False,0.42333102,0.39012425,0.0,NaN,42,2
-23,5000000,144.56119,512,False,434840,1.68e-06,1828,5.7310819,False,NaN,NaN,NaN,NaN,42,0
-23,5000000,135.47583,512,False,434840,1.68e-06,1828,5.7310819,False,NaN,NaN,NaN,NaN,42,1
-23,5000000,141.55023,512,False,434840,1.68e-06,1828,5.7310819,False,NaN,NaN,NaN,NaN,42,2
-24,5000000,14.728203,2048,True,766561,2.316e-05,13774,0.10236801,False,0.85269484,0.35433112,9.71e-06,NaN,42,0
-24,5000000,1772.7975,2048,True,766561,2.316e-05,13774,0.10236801,False,0.85269484,0.35433112,9.71e-06,NaN,42,1
-24,5000000,2147.9487,2048,True,766561,2.316e-05,13774,0.10236801,False,0.85269484,0.35433112,9.71e-06,NaN,42,2
-25,5000000,2100.7773,2048,True,1941897,0.03495478,10177,1.8535803,False,0.3982297,0.77314557,2.3e-07,NaN,42,0
-25,5000000,3554.629,2048,True,1941897,0.03495478,10177,1.8535803,False,0.3982297,0.77314557,2.3e-07,NaN,42,1
-25,5000000,3121.5117,2048,True,1941897,0.03495478,10177,1.8535803,False,0.3982297,0.77314557,2.3e-07,NaN,42,2
-26,5000000,3455.5005,512,True,228310,0.09674366,10396,0.35198086,False,0.76249314,0.74837864,2.3e-07,NaN,42,0
-26,5000000,2022.9912,512,True,228310,0.09674366,10396,0.35198086,False,0.76249314,0.74837864,2.3e-07,NaN,42,1
-26,5000000,2273.8123,512,True,228310,0.09674366,10396,0.35198086,False,0.76249314,0.74837864,2.3e-07,NaN,42,2
-27,5000000,406.4058,512,True,1602429,1.342e-05,4167,3.15009229,False,0.5640522,0.35712066,6.9e-07,NaN,42,0
-27,5000000,273.301,512,True,1602429,1.342e-05,4167,3.15009229,False,0.5640522,0.35712066,6.9e-07,NaN,42,1
-27,5000000,312.8869,512,True,1602429,1.342e-05,4167,3.15009229,False,0.5640522,0.35712066,6.9e-07,NaN,42,2
-28,5000000,29.479116,2048,False,1598714,0.00058211,4109,0.31203727,False,NaN,NaN,NaN,NaN,42,0
-28,5000000,477.72345,2048,False,1598714,0.00058211,4109,0.31203727,False,NaN,NaN,NaN,NaN,42,1
-28,5000000,1014.2733,2048,False,1598714,0.00058211,4109,0.31203727,False,NaN,NaN,NaN,NaN,42,2
-29,5000000,1993.5559,1024,False,996067,0.00188385,529,0.5567975,False,NaN,NaN,NaN,NaN,42,0
-29,5000000,1575.9431,1024,False,996067,0.00188385,529,0.5567975,False,NaN,NaN,NaN,NaN,42,1
-29,5000000,1776.7507,1024,False,996067,0.00188385,529,0.5567975,False,NaN,NaN,NaN,NaN,42,2
-30,5000000,1017.7606,2048,True,93348,0.00017055,16001,0.17547685,False,0.48509811,0.58431111,0.0,NaN,42,0
-30,5000000,1025.6702,2048,True,93348,0.00017055,16001,0.17547685,False,0.48509811,0.58431111,0.0,NaN,42,1
-30,5000000,1025.145,2048,True,93348,0.00017055,16001,0.17547685,False,0.48509811,0.58431111,0.0,NaN,42,2
+20,5000000,145.38876,1024,True,1363437,7.22e-06,5475,0.10519417,False,0.57756143,0.36033266,0.0,,42,0
+20,5000000,3427.7908,1024,True,1363437,7.22e-06,5475,0.10519417,False,0.57756143,0.36033266,0.0,,42,1
+20,5000000,185.63028,1024,True,1363437,7.22e-06,5475,0.10519417,False,0.57756143,0.36033266,0.0,,42,2
+21,5000000,42.4653,512,False,701804,0.00023506,12312,8.61784694,True,,,,0.70851942,42,0
+21,5000000,45.712196,512,False,701804,0.00023506,12312,8.61784694,True,,,,0.70851942,42,1
+21,5000000,1607.1738,512,False,701804,0.00023506,12312,8.61784694,True,,,,0.70851942,42,2
+22,5000000,44.89822,1024,True,1799894,1.88e-06,2667,0.42715026,False,0.42333102,0.39012425,0.0,,42,0
+22,5000000,71.12161,1024,True,1799894,1.88e-06,2667,0.42715026,False,0.42333102,0.39012425,0.0,,42,1
+22,5000000,40.007988,1024,True,1799894,1.88e-06,2667,0.42715026,False,0.42333102,0.39012425,0.0,,42,2
+23,5000000,144.56119,512,False,434840,1.68e-06,1828,5.7310819,False,,,,,42,0
+23,5000000,135.47583,512,False,434840,1.68e-06,1828,5.7310819,False,,,,,42,1
+23,5000000,141.55023,512,False,434840,1.68e-06,1828,5.7310819,False,,,,,42,2
+24,5000000,14.728203,2048,True,766561,2.316e-05,13774,0.10236801,False,0.85269484,0.35433112,9.71e-06,,42,0
+24,5000000,1772.7975,2048,True,766561,2.316e-05,13774,0.10236801,False,0.85269484,0.35433112,9.71e-06,,42,1
+24,5000000,2147.9487,2048,True,766561,2.316e-05,13774,0.10236801,False,0.85269484,0.35433112,9.71e-06,,42,2
+25,5000000,2100.7773,2048,True,1941897,0.03495478,10177,1.8535803,False,0.3982297,0.77314557,2.3e-07,,42,0
+25,5000000,3554.629,2048,True,1941897,0.03495478,10177,1.8535803,False,0.3982297,0.77314557,2.3e-07,,42,1
+25,5000000,3121.5117,2048,True,1941897,0.03495478,10177,1.8535803,False,0.3982297,0.77314557,2.3e-07,,42,2
+26,5000000,3455.5005,512,True,228310,0.09674366,10396,0.35198086,False,0.76249314,0.74837864,2.3e-07,,42,0
+26,5000000,2022.9912,512,True,228310,0.09674366,10396,0.35198086,False,0.76249314,0.74837864,2.3e-07,,42,1
+26,5000000,2273.8123,512,True,228310,0.09674366,10396,0.35198086,False,0.76249314,0.74837864,2.3e-07,,42,2
+27,5000000,406.4058,512,True,1602429,1.342e-05,4167,3.15009229,False,0.5640522,0.35712066,6.9e-07,,42,0
+27,5000000,273.301,512,True,1602429,1.342e-05,4167,3.15009229,False,0.5640522,0.35712066,6.9e-07,,42,1
+27,5000000,312.8869,512,True,1602429,1.342e-05,4167,3.15009229,False,0.5640522,0.35712066,6.9e-07,,42,2
+28,5000000,29.479116,2048,False,1598714,0.00058211,4109,0.31203727,False,,,,,42,0
+28,5000000,477.72345,2048,False,1598714,0.00058211,4109,0.31203727,False,,,,,42,1
+28,5000000,1014.2733,2048,False,1598714,0.00058211,4109,0.31203727,False,,,,,42,2
+29,5000000,1993.5559,1024,False,996067,0.00188385,529,0.5567975,False,,,,,42,0
+29,5000000,1575.9431,1024,False,996067,0.00188385,529,0.5567975,False,,,,,42,1
+29,5000000,1776.7507,1024,False,996067,0.00188385,529,0.5567975,False,,,,,42,2
+30,5000000,1017.7606,2048,True,93348,0.00017055,16001,0.17547685,False,0.48509811,0.58431111,0.0,,42,0
+30,5000000,1025.6702,2048,True,93348,0.00017055,16001,0.17547685,False,0.48509811,0.58431111,0.0,,42,1
+30,5000000,1025.145,2048,True,93348,0.00017055,16001,0.17547685,False,0.48509811,0.58431111,0.0,,42,2
 31,5000000,1165.6361,2048,True,1831325,0.02210675,3072,2.00662378,True,0.75490348,0.76753896,4e-08,0.33509742,42,0
 31,5000000,3631.3306,2048,True,1831325,0.02210675,3072,2.00662378,True,0.75490348,0.76753896,4e-08,0.33509742,42,1
 31,5000000,2362.8262,2048,True,1831325,0.02210675,3072,2.00662378,True,0.75490348,0.76753896,4e-08,0.33509742,42,2
-0,5000000,1275.1416,2048,False,1885761,0.00137075,3089,0.76043444,True,NaN,NaN,NaN,0.57306547,45,0
-0,5000000,2052.646,2048,False,1885761,0.00137075,3089,0.76043444,True,NaN,NaN,NaN,0.57306547,45,1
-0,5000000,880.24164,2048,False,1885761,0.00137075,3089,0.76043444,True,NaN,NaN,NaN,0.57306547,45,2
-1,5000000,1601.6116,512,False,1531666,0.0832114,13847,0.23740587,False,NaN,NaN,NaN,NaN,45,0
-1,5000000,1867.3511,512,False,1531666,0.0832114,13847,0.23740587,False,NaN,NaN,NaN,NaN,45,1
-1,5000000,3572.1372,512,False,1531666,0.0832114,13847,0.23740587,False,NaN,NaN,NaN,NaN,45,2
-2,5000000,3279.1003,512,True,39691,3.086e-05,6886,2.1212451,False,0.07966616,0.87553353,6.668e-05,NaN,45,0
-2,5000000,355.38205,512,True,39691,3.086e-05,6886,2.1212451,False,0.07966616,0.87553353,6.668e-05,NaN,45,1
-2,5000000,1234.278,512,True,39691,3.086e-05,6886,2.1212451,False,0.07966616,0.87553353,6.668e-05,NaN,45,2
-3,5000000,2479.5493,512,False,1460277,0.00139026,4794,0.51309419,False,NaN,NaN,NaN,NaN,45,0
-3,5000000,1924.8126,512,False,1460277,0.00139026,4794,0.51309419,False,NaN,NaN,NaN,NaN,45,1
-3,5000000,1753.7378,512,False,1460277,0.00139026,4794,0.51309419,False,NaN,NaN,NaN,NaN,45,2
-4,5000000,1011.3139,1024,False,851395,0.0015119,10308,0.23587596,True,NaN,NaN,NaN,0.3766695,45,0
-4,5000000,1007.4541,1024,False,851395,0.0015119,10308,0.23587596,True,NaN,NaN,NaN,0.3766695,45,1
-4,5000000,1011.4868,1024,False,851395,0.0015119,10308,0.23587596,True,NaN,NaN,NaN,0.3766695,45,2
-5,5000000,3399.29,2048,True,1936096,0.00010176,10780,0.37185759,False,0.76875422,0.9643479,1.568e-05,NaN,45,0
-5,5000000,3333.3633,2048,True,1936096,0.00010176,10780,0.37185759,False,0.76875422,0.9643479,1.568e-05,NaN,45,1
-5,5000000,2495.7559,2048,True,1936096,0.00010176,10780,0.37185759,False,0.76875422,0.9643479,1.568e-05,NaN,45,2
-6,5000000,1028.3824,512,False,489116,1.02e-05,7757,4.64426372,False,NaN,NaN,NaN,NaN,45,0
-6,5000000,1027.2552,512,False,489116,1.02e-05,7757,4.64426372,False,NaN,NaN,NaN,NaN,45,1
-6,5000000,1026.4944,512,False,489116,1.02e-05,7757,4.64426372,False,NaN,NaN,NaN,NaN,45,2
-7,5000000,598.0065,2048,False,1666568,5.52e-06,10689,0.20204641,False,NaN,NaN,NaN,NaN,45,0
-7,5000000,974.33044,2048,False,1666568,5.52e-06,10689,0.20204641,False,NaN,NaN,NaN,NaN,45,1
-7,5000000,1904.5205,2048,False,1666568,5.52e-06,10689,0.20204641,False,NaN,NaN,NaN,NaN,45,2
-8,5000000,1024.6381,512,False,244867,0.03927647,7859,7.48780068,False,NaN,NaN,NaN,NaN,45,0
-8,5000000,1286.1067,512,False,244867,0.03927647,7859,7.48780068,False,NaN,NaN,NaN,NaN,45,1
-8,5000000,1019.0376,512,False,244867,0.03927647,7859,7.48780068,False,NaN,NaN,NaN,NaN,45,2
-9,5000000,3475.778,2048,False,1348625,0.02014459,6383,0.62221325,False,NaN,NaN,NaN,NaN,45,0
-9,5000000,3585.4678,2048,False,1348625,0.02014459,6383,0.62221325,False,NaN,NaN,NaN,NaN,45,1
-9,5000000,3642.4624,2048,False,1348625,0.02014459,6383,0.62221325,False,NaN,NaN,NaN,NaN,45,2
-10,5000000,2464.6497,512,False,1179736,2.115e-05,2415,0.12177071,True,NaN,NaN,NaN,0.29382506,45,0
-10,5000000,3024.993,512,False,1179736,2.115e-05,2415,0.12177071,True,NaN,NaN,NaN,0.29382506,45,1
-10,5000000,2392.9033,512,False,1179736,2.115e-05,2415,0.12177071,True,NaN,NaN,NaN,0.29382506,45,2
-11,5000000,1973.3754,1024,True,632547,0.00541226,11985,0.96123879,False,0.58829556,0.87119143,1e-08,NaN,45,0
-11,5000000,2522.3345,1024,True,632547,0.00541226,11985,0.96123879,False,0.58829556,0.87119143,1e-08,NaN,45,1
-11,5000000,3310.2583,1024,True,632547,0.00541226,11985,0.96123879,False,0.58829556,0.87119143,1e-08,NaN,45,2
-12,5000000,2842.9316,512,False,1920777,0.03921479,12827,0.77689218,False,NaN,NaN,NaN,NaN,45,0
-12,5000000,1281.1116,512,False,1920777,0.03921479,12827,0.77689218,False,NaN,NaN,NaN,NaN,45,1
-12,5000000,538.68286,512,False,1920777,0.03921479,12827,0.77689218,False,NaN,NaN,NaN,NaN,45,2
-13,5000000,1422.2365,1024,False,1841111,0.00302509,5028,2.42800938,False,NaN,NaN,NaN,NaN,45,0
-13,5000000,3412.6147,1024,False,1841111,0.00302509,5028,2.42800938,False,NaN,NaN,NaN,NaN,45,1
-13,5000000,1170.9622,1024,False,1841111,0.00302509,5028,2.42800938,False,NaN,NaN,NaN,NaN,45,2
+0,5000000,1275.1416,2048,False,1885761,0.00137075,3089,0.76043444,True,,,,0.57306547,45,0
+0,5000000,2052.646,2048,False,1885761,0.00137075,3089,0.76043444,True,,,,0.57306547,45,1
+0,5000000,880.24164,2048,False,1885761,0.00137075,3089,0.76043444,True,,,,0.57306547,45,2
+1,5000000,1601.6116,512,False,1531666,0.0832114,13847,0.23740587,False,,,,,45,0
+1,5000000,1867.3511,512,False,1531666,0.0832114,13847,0.23740587,False,,,,,45,1
+1,5000000,3572.1372,512,False,1531666,0.0832114,13847,0.23740587,False,,,,,45,2
+2,5000000,3279.1003,512,True,39691,3.086e-05,6886,2.1212451,False,0.07966616,0.87553353,6.668e-05,,45,0
+2,5000000,355.38205,512,True,39691,3.086e-05,6886,2.1212451,False,0.07966616,0.87553353,6.668e-05,,45,1
+2,5000000,1234.278,512,True,39691,3.086e-05,6886,2.1212451,False,0.07966616,0.87553353,6.668e-05,,45,2
+3,5000000,2479.5493,512,False,1460277,0.00139026,4794,0.51309419,False,,,,,45,0
+3,5000000,1924.8126,512,False,1460277,0.00139026,4794,0.51309419,False,,,,,45,1
+3,5000000,1753.7378,512,False,1460277,0.00139026,4794,0.51309419,False,,,,,45,2
+4,5000000,1011.3139,1024,False,851395,0.0015119,10308,0.23587596,True,,,,0.3766695,45,0
+4,5000000,1007.4541,1024,False,851395,0.0015119,10308,0.23587596,True,,,,0.3766695,45,1
+4,5000000,1011.4868,1024,False,851395,0.0015119,10308,0.23587596,True,,,,0.3766695,45,2
+5,5000000,3399.29,2048,True,1936096,0.00010176,10780,0.37185759,False,0.76875422,0.9643479,1.568e-05,,45,0
+5,5000000,3333.3633,2048,True,1936096,0.00010176,10780,0.37185759,False,0.76875422,0.9643479,1.568e-05,,45,1
+5,5000000,2495.7559,2048,True,1936096,0.00010176,10780,0.37185759,False,0.76875422,0.9643479,1.568e-05,,45,2
+6,5000000,1028.3824,512,False,489116,1.02e-05,7757,4.64426372,False,,,,,45,0
+6,5000000,1027.2552,512,False,489116,1.02e-05,7757,4.64426372,False,,,,,45,1
+6,5000000,1026.4944,512,False,489116,1.02e-05,7757,4.64426372,False,,,,,45,2
+7,5000000,598.0065,2048,False,1666568,5.52e-06,10689,0.20204641,False,,,,,45,0
+7,5000000,974.33044,2048,False,1666568,5.52e-06,10689,0.20204641,False,,,,,45,1
+7,5000000,1904.5205,2048,False,1666568,5.52e-06,10689,0.20204641,False,,,,,45,2
+8,5000000,1024.6381,512,False,244867,0.03927647,7859,7.48780068,False,,,,,45,0
+8,5000000,1286.1067,512,False,244867,0.03927647,7859,7.48780068,False,,,,,45,1
+8,5000000,1019.0376,512,False,244867,0.03927647,7859,7.48780068,False,,,,,45,2
+9,5000000,3475.778,2048,False,1348625,0.02014459,6383,0.62221325,False,,,,,45,0
+9,5000000,3585.4678,2048,False,1348625,0.02014459,6383,0.62221325,False,,,,,45,1
+9,5000000,3642.4624,2048,False,1348625,0.02014459,6383,0.62221325,False,,,,,45,2
+10,5000000,2464.6497,512,False,1179736,2.115e-05,2415,0.12177071,True,,,,0.29382506,45,0
+10,5000000,3024.993,512,False,1179736,2.115e-05,2415,0.12177071,True,,,,0.29382506,45,1
+10,5000000,2392.9033,512,False,1179736,2.115e-05,2415,0.12177071,True,,,,0.29382506,45,2
+11,5000000,1973.3754,1024,True,632547,0.00541226,11985,0.96123879,False,0.58829556,0.87119143,1e-08,,45,0
+11,5000000,2522.3345,1024,True,632547,0.00541226,11985,0.96123879,False,0.58829556,0.87119143,1e-08,,45,1
+11,5000000,3310.2583,1024,True,632547,0.00541226,11985,0.96123879,False,0.58829556,0.87119143,1e-08,,45,2
+12,5000000,2842.9316,512,False,1920777,0.03921479,12827,0.77689218,False,,,,,45,0
+12,5000000,1281.1116,512,False,1920777,0.03921479,12827,0.77689218,False,,,,,45,1
+12,5000000,538.68286,512,False,1920777,0.03921479,12827,0.77689218,False,,,,,45,2
+13,5000000,1422.2365,1024,False,1841111,0.00302509,5028,2.42800938,False,,,,,45,0
+13,5000000,3412.6147,1024,False,1841111,0.00302509,5028,2.42800938,False,,,,,45,1
+13,5000000,1170.9622,1024,False,1841111,0.00302509,5028,2.42800938,False,,,,,45,2
 14,5000000,3.9075565,512,True,1937109,0.01561185,14619,7.43113882,True,0.90463456,0.06795498,3.81e-06,0.46680632,45,0
 14,5000000,74.27217,512,True,1937109,0.01561185,14619,7.43113882,True,0.90463456,0.06795498,3.81e-06,0.46680632,45,1
 14,5000000,3.3416493,512,True,1937109,0.01561185,14619,7.43113882,True,0.90463456,0.06795498,3.81e-06,0.46680632,45,2
-15,5000000,2489.0388,1024,False,1547700,4.859e-05,11461,0.14278853,False,NaN,NaN,NaN,NaN,45,0
-15,5000000,1530.7622,1024,False,1547700,4.859e-05,11461,0.14278853,False,NaN,NaN,NaN,NaN,45,1
-15,5000000,1843.7643,1024,False,1547700,4.859e-05,11461,0.14278853,False,NaN,NaN,NaN,NaN,45,2
-16,5000000,2089.0063,2048,False,195635,0.00010843,12312,0.62284029,True,NaN,NaN,NaN,0.13464974,45,0
-16,5000000,1699.2126,2048,False,195635,0.00010843,12312,0.62284029,True,NaN,NaN,NaN,0.13464974,45,1
-16,5000000,3571.961,2048,False,195635,0.00010843,12312,0.62284029,True,NaN,NaN,NaN,0.13464974,45,2
-17,5000000,780.385,1024,True,897423,0.0001916,14391,4.19448755,False,0.10470581,0.15038662,2.2e-07,NaN,45,0
-17,5000000,86.74863,1024,True,897423,0.0001916,14391,4.19448755,False,0.10470581,0.15038662,2.2e-07,NaN,45,1
-17,5000000,741.37396,1024,True,897423,0.0001916,14391,4.19448755,False,0.10470581,0.15038662,2.2e-07,NaN,45,2
-18,5000000,358.015,512,False,1718516,3.066e-05,111,1.20398163,True,NaN,NaN,NaN,0.76530431,45,0
-18,5000000,1043.2847,512,False,1718516,3.066e-05,111,1.20398163,True,NaN,NaN,NaN,0.76530431,45,1
-18,5000000,498.43085,512,False,1718516,3.066e-05,111,1.20398163,True,NaN,NaN,NaN,0.76530431,45,2
-19,5000000,3250.5874,1024,True,845047,7.08e-06,1004,2.81814431,False,0.77679146,0.58267624,3e-08,NaN,45,0
-19,5000000,2280.2698,1024,True,845047,7.08e-06,1004,2.81814431,False,0.77679146,0.58267624,3e-08,NaN,45,1
-19,5000000,1808.8062,1024,True,845047,7.08e-06,1004,2.81814431,False,0.77679146,0.58267624,3e-08,NaN,45,2
-20,5000000,726.5017,1024,False,1556174,4.52e-06,11851,0.72555869,False,NaN,NaN,NaN,NaN,45,0
-20,5000000,3561.6172,1024,False,1556174,4.52e-06,11851,0.72555869,False,NaN,NaN,NaN,NaN,45,1
-20,5000000,3317.5168,1024,False,1556174,4.52e-06,11851,0.72555869,False,NaN,NaN,NaN,NaN,45,2
-21,5000000,147.73679,512,False,726469,0.00252834,1584,1.43095092,False,NaN,NaN,NaN,NaN,45,0
-21,5000000,154.66554,512,False,726469,0.00252834,1584,1.43095092,False,NaN,NaN,NaN,NaN,45,1
-21,5000000,148.74335,512,False,726469,0.00252834,1584,1.43095092,False,NaN,NaN,NaN,NaN,45,2
-22,5000000,3554.843,512,True,1002579,0.00046737,8776,1.24435745,False,0.90239463,0.19481844,3.45e-06,NaN,45,0
-22,5000000,1184.2532,512,True,1002579,0.00046737,8776,1.24435745,False,0.90239463,0.19481844,3.45e-06,NaN,45,1
-22,5000000,3144.6025,512,True,1002579,0.00046737,8776,1.24435745,False,0.90239463,0.19481844,3.45e-06,NaN,45,2
-23,5000000,311.66608,1024,True,527318,9.65e-06,9446,4.57975368,False,0.97292149,0.8178102,0.0,NaN,45,0
-23,5000000,2975.2227,1024,True,527318,9.65e-06,9446,4.57975368,False,0.97292149,0.8178102,0.0,NaN,45,1
-23,5000000,3.2983835,1024,True,527318,9.65e-06,9446,4.57975368,False,0.97292149,0.8178102,0.0,NaN,45,2
-24,5000000,-0.96975756,2048,False,316691,1.616e-05,3491,1.77296403,True,NaN,NaN,NaN,0.94410676,45,0
-24,5000000,3052.496,2048,False,316691,1.616e-05,3491,1.77296403,True,NaN,NaN,NaN,0.94410676,45,1
-24,5000000,41.96669,2048,False,316691,1.616e-05,3491,1.77296403,True,NaN,NaN,NaN,0.94410676,45,2
+15,5000000,2489.0388,1024,False,1547700,4.859e-05,11461,0.14278853,False,,,,,45,0
+15,5000000,1530.7622,1024,False,1547700,4.859e-05,11461,0.14278853,False,,,,,45,1
+15,5000000,1843.7643,1024,False,1547700,4.859e-05,11461,0.14278853,False,,,,,45,2
+16,5000000,2089.0063,2048,False,195635,0.00010843,12312,0.62284029,True,,,,0.13464974,45,0
+16,5000000,1699.2126,2048,False,195635,0.00010843,12312,0.62284029,True,,,,0.13464974,45,1
+16,5000000,3571.961,2048,False,195635,0.00010843,12312,0.62284029,True,,,,0.13464974,45,2
+17,5000000,780.385,1024,True,897423,0.0001916,14391,4.19448755,False,0.10470581,0.15038662,2.2e-07,,45,0
+17,5000000,86.74863,1024,True,897423,0.0001916,14391,4.19448755,False,0.10470581,0.15038662,2.2e-07,,45,1
+17,5000000,741.37396,1024,True,897423,0.0001916,14391,4.19448755,False,0.10470581,0.15038662,2.2e-07,,45,2
+18,5000000,358.015,512,False,1718516,3.066e-05,111,1.20398163,True,,,,0.76530431,45,0
+18,5000000,1043.2847,512,False,1718516,3.066e-05,111,1.20398163,True,,,,0.76530431,45,1
+18,5000000,498.43085,512,False,1718516,3.066e-05,111,1.20398163,True,,,,0.76530431,45,2
+19,5000000,3250.5874,1024,True,845047,7.08e-06,1004,2.81814431,False,0.77679146,0.58267624,3e-08,,45,0
+19,5000000,2280.2698,1024,True,845047,7.08e-06,1004,2.81814431,False,0.77679146,0.58267624,3e-08,,45,1
+19,5000000,1808.8062,1024,True,845047,7.08e-06,1004,2.81814431,False,0.77679146,0.58267624,3e-08,,45,2
+20,5000000,726.5017,1024,False,1556174,4.52e-06,11851,0.72555869,False,,,,,45,0
+20,5000000,3561.6172,1024,False,1556174,4.52e-06,11851,0.72555869,False,,,,,45,1
+20,5000000,3317.5168,1024,False,1556174,4.52e-06,11851,0.72555869,False,,,,,45,2
+21,5000000,147.73679,512,False,726469,0.00252834,1584,1.43095092,False,,,,,45,0
+21,5000000,154.66554,512,False,726469,0.00252834,1584,1.43095092,False,,,,,45,1
+21,5000000,148.74335,512,False,726469,0.00252834,1584,1.43095092,False,,,,,45,2
+22,5000000,3554.843,512,True,1002579,0.00046737,8776,1.24435745,False,0.90239463,0.19481844,3.45e-06,,45,0
+22,5000000,1184.2532,512,True,1002579,0.00046737,8776,1.24435745,False,0.90239463,0.19481844,3.45e-06,,45,1
+22,5000000,3144.6025,512,True,1002579,0.00046737,8776,1.24435745,False,0.90239463,0.19481844,3.45e-06,,45,2
+23,5000000,311.66608,1024,True,527318,9.65e-06,9446,4.57975368,False,0.97292149,0.8178102,0.0,,45,0
+23,5000000,2975.2227,1024,True,527318,9.65e-06,9446,4.57975368,False,0.97292149,0.8178102,0.0,,45,1
+23,5000000,3.2983835,1024,True,527318,9.65e-06,9446,4.57975368,False,0.97292149,0.8178102,0.0,,45,2
+24,5000000,-0.96975756,2048,False,316691,1.616e-05,3491,1.77296403,True,,,,0.94410676,45,0
+24,5000000,3052.496,2048,False,316691,1.616e-05,3491,1.77296403,True,,,,0.94410676,45,1
+24,5000000,41.96669,2048,False,316691,1.616e-05,3491,1.77296403,True,,,,0.94410676,45,2
 25,5000000,1353.4424,512,True,746478,0.00250915,4810,0.13526243,True,0.05266599,0.42577042,0.0,0.65030258,45,0
 25,5000000,1858.8588,512,True,746478,0.00250915,4810,0.13526243,True,0.05266599,0.42577042,0.0,0.65030258,45,1
 25,5000000,1483.6976,512,True,746478,0.00250915,4810,0.13526243,True,0.05266599,0.42577042,0.0,0.65030258,45,2
-26,5000000,-1.003148,2048,False,1229126,2.498e-05,13037,0.52966752,False,NaN,NaN,NaN,NaN,45,0
-26,5000000,1007.0126,2048,False,1229126,2.498e-05,13037,0.52966752,False,NaN,NaN,NaN,NaN,45,1
-26,5000000,284.43982,2048,False,1229126,2.498e-05,13037,0.52966752,False,NaN,NaN,NaN,NaN,45,2
+26,5000000,-1.003148,2048,False,1229126,2.498e-05,13037,0.52966752,False,,,,,45,0
+26,5000000,1007.0126,2048,False,1229126,2.498e-05,13037,0.52966752,False,,,,,45,1
+26,5000000,284.43982,2048,False,1229126,2.498e-05,13037,0.52966752,False,,,,,45,2
 27,5000000,2810.205,2048,True,884232,0.00394693,10202,3.43628224,True,0.9997593,0.05320077,9.6e-07,0.45609338,45,0
 27,5000000,-1.0133361,2048,True,884232,0.00394693,10202,3.43628224,True,0.9997593,0.05320077,9.6e-07,0.45609338,45,1
 27,5000000,6.576476,2048,True,884232,0.00394693,10202,3.43628224,True,0.9997593,0.05320077,9.6e-07,0.45609338,45,2
@@ -185,297 +185,297 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 29,5000000,1774.9226,512,True,1055256,1.83e-05,10078,0.535561,True,0.4320319,0.09413372,2.4e-07,0.91320716,45,0
 29,5000000,3413.7378,512,True,1055256,1.83e-05,10078,0.535561,True,0.4320319,0.09413372,2.4e-07,0.91320716,45,1
 29,5000000,197.70404,512,True,1055256,1.83e-05,10078,0.535561,True,0.4320319,0.09413372,2.4e-07,0.91320716,45,2
-30,5000000,2838.8264,2048,False,1067524,0.0093676,973,7.39242534,True,NaN,NaN,NaN,0.42045539,45,0
-30,5000000,3585.869,2048,False,1067524,0.0093676,973,7.39242534,True,NaN,NaN,NaN,0.42045539,45,1
-30,5000000,2024.8489,2048,False,1067524,0.0093676,973,7.39242534,True,NaN,NaN,NaN,0.42045539,45,2
-31,5000000,292.84573,512,True,1539187,3.76e-06,5509,0.11216547,False,0.34972244,0.47957389,5.42e-06,NaN,45,0
-31,5000000,1703.509,512,True,1539187,3.76e-06,5509,0.11216547,False,0.34972244,0.47957389,5.42e-06,NaN,45,1
-31,5000000,41.09628,512,True,1539187,3.76e-06,5509,0.11216547,False,0.34972244,0.47957389,5.42e-06,NaN,45,2
-0,5000000,49.216644,512,False,1021239,0.00355418,14456,0.88796173,False,NaN,NaN,NaN,NaN,44,0
-0,5000000,2836.0518,512,False,1021239,0.00355418,14456,0.88796173,False,NaN,NaN,NaN,NaN,44,1
-0,5000000,3377.3545,512,False,1021239,0.00355418,14456,0.88796173,False,NaN,NaN,NaN,NaN,44,2
-1,5000000,385.9136,1024,False,373781,0.00192922,4318,1.36820365,False,NaN,NaN,NaN,NaN,44,0
-1,5000000,948.3015,1024,False,373781,0.00192922,4318,1.36820365,False,NaN,NaN,NaN,NaN,44,1
-1,5000000,173.96265,1024,False,373781,0.00192922,4318,1.36820365,False,NaN,NaN,NaN,NaN,44,2
+30,5000000,2838.8264,2048,False,1067524,0.0093676,973,7.39242534,True,,,,0.42045539,45,0
+30,5000000,3585.869,2048,False,1067524,0.0093676,973,7.39242534,True,,,,0.42045539,45,1
+30,5000000,2024.8489,2048,False,1067524,0.0093676,973,7.39242534,True,,,,0.42045539,45,2
+31,5000000,292.84573,512,True,1539187,3.76e-06,5509,0.11216547,False,0.34972244,0.47957389,5.42e-06,,45,0
+31,5000000,1703.509,512,True,1539187,3.76e-06,5509,0.11216547,False,0.34972244,0.47957389,5.42e-06,,45,1
+31,5000000,41.09628,512,True,1539187,3.76e-06,5509,0.11216547,False,0.34972244,0.47957389,5.42e-06,,45,2
+0,5000000,49.216644,512,False,1021239,0.00355418,14456,0.88796173,False,,,,,44,0
+0,5000000,2836.0518,512,False,1021239,0.00355418,14456,0.88796173,False,,,,,44,1
+0,5000000,3377.3545,512,False,1021239,0.00355418,14456,0.88796173,False,,,,,44,2
+1,5000000,385.9136,1024,False,373781,0.00192922,4318,1.36820365,False,,,,,44,0
+1,5000000,948.3015,1024,False,373781,0.00192922,4318,1.36820365,False,,,,,44,1
+1,5000000,173.96265,1024,False,373781,0.00192922,4318,1.36820365,False,,,,,44,2
 2,5000000,2452.1694,2048,True,1647705,3.12e-06,3443,0.26569862,True,0.08611446,0.02484103,4e-08,0.75070166,44,0
 2,5000000,3230.8997,2048,True,1647705,3.12e-06,3443,0.26569862,True,0.08611446,0.02484103,4e-08,0.75070166,44,1
 2,5000000,2052.5596,2048,True,1647705,3.12e-06,3443,0.26569862,True,0.08611446,0.02484103,4e-08,0.75070166,44,2
-3,5000000,3321.894,1024,False,396130,5.381e-05,12037,0.38961393,False,NaN,NaN,NaN,NaN,44,0
-3,5000000,3220.609,1024,False,396130,5.381e-05,12037,0.38961393,False,NaN,NaN,NaN,NaN,44,1
-3,5000000,3150.6726,1024,False,396130,5.381e-05,12037,0.38961393,False,NaN,NaN,NaN,NaN,44,2
-4,5000000,146.22418,1024,True,998056,0.0214781,13755,0.36561069,False,0.57529023,0.90556558,3.2e-07,NaN,44,0
-4,5000000,144.1271,1024,True,998056,0.0214781,13755,0.36561069,False,0.57529023,0.90556558,3.2e-07,NaN,44,1
-4,5000000,80.35391,1024,True,998056,0.0214781,13755,0.36561069,False,0.57529023,0.90556558,3.2e-07,NaN,44,2
-5,5000000,357.70557,1024,False,204663,0.00045039,11298,5.76046152,True,NaN,NaN,NaN,0.32010646,44,0
-5,5000000,1973.2152,1024,False,204663,0.00045039,11298,5.76046152,True,NaN,NaN,NaN,0.32010646,44,1
-5,5000000,3053.4006,1024,False,204663,0.00045039,11298,5.76046152,True,NaN,NaN,NaN,0.32010646,44,2
-6,5000000,1008.2014,512,False,1954509,6.699e-05,14988,4.83280259,False,NaN,NaN,NaN,NaN,44,0
-6,5000000,1018.822,512,False,1954509,6.699e-05,14988,4.83280259,False,NaN,NaN,NaN,NaN,44,1
-6,5000000,1000.84705,512,False,1954509,6.699e-05,14988,4.83280259,False,NaN,NaN,NaN,NaN,44,2
+3,5000000,3321.894,1024,False,396130,5.381e-05,12037,0.38961393,False,,,,,44,0
+3,5000000,3220.609,1024,False,396130,5.381e-05,12037,0.38961393,False,,,,,44,1
+3,5000000,3150.6726,1024,False,396130,5.381e-05,12037,0.38961393,False,,,,,44,2
+4,5000000,146.22418,1024,True,998056,0.0214781,13755,0.36561069,False,0.57529023,0.90556558,3.2e-07,,44,0
+4,5000000,144.1271,1024,True,998056,0.0214781,13755,0.36561069,False,0.57529023,0.90556558,3.2e-07,,44,1
+4,5000000,80.35391,1024,True,998056,0.0214781,13755,0.36561069,False,0.57529023,0.90556558,3.2e-07,,44,2
+5,5000000,357.70557,1024,False,204663,0.00045039,11298,5.76046152,True,,,,0.32010646,44,0
+5,5000000,1973.2152,1024,False,204663,0.00045039,11298,5.76046152,True,,,,0.32010646,44,1
+5,5000000,3053.4006,1024,False,204663,0.00045039,11298,5.76046152,True,,,,0.32010646,44,2
+6,5000000,1008.2014,512,False,1954509,6.699e-05,14988,4.83280259,False,,,,,44,0
+6,5000000,1018.822,512,False,1954509,6.699e-05,14988,4.83280259,False,,,,,44,1
+6,5000000,1000.84705,512,False,1954509,6.699e-05,14988,4.83280259,False,,,,,44,2
 7,5000000,3305.4668,512,True,1217208,1.68e-06,322,2.10458476,True,0.59230758,0.25383825,2.901e-05,0.40035544,44,0
 7,5000000,4.2840223,512,True,1217208,1.68e-06,322,2.10458476,True,0.59230758,0.25383825,2.901e-05,0.40035544,44,1
 7,5000000,1055.7382,512,True,1217208,1.68e-06,322,2.10458476,True,0.59230758,0.25383825,2.901e-05,0.40035544,44,2
 8,5000000,1437.1797,1024,True,689164,2.56e-06,16005,2.18780948,True,0.36046779,0.9459775,8e-08,0.40291215,44,0
 8,5000000,2860.4,1024,True,689164,2.56e-06,16005,2.18780948,True,0.36046779,0.9459775,8e-08,0.40291215,44,1
 8,5000000,3191.8135,1024,True,689164,2.56e-06,16005,2.18780948,True,0.36046779,0.9459775,8e-08,0.40291215,44,2
-9,5000000,3352.8535,2048,True,537645,0.00481496,13894,1.92979761,False,0.5698979,0.7323461,2e-08,NaN,44,0
-9,5000000,3406.2556,2048,True,537645,0.00481496,13894,1.92979761,False,0.5698979,0.7323461,2e-08,NaN,44,1
-9,5000000,3411.726,2048,True,537645,0.00481496,13894,1.92979761,False,0.5698979,0.7323461,2e-08,NaN,44,2
-10,5000000,2225.359,2048,False,1144883,0.00157749,5013,0.36449846,True,NaN,NaN,NaN,0.30548041,44,0
-10,5000000,3496.0364,2048,False,1144883,0.00157749,5013,0.36449846,True,NaN,NaN,NaN,0.30548041,44,1
-10,5000000,2687.707,2048,False,1144883,0.00157749,5013,0.36449846,True,NaN,NaN,NaN,0.30548041,44,2
-11,5000000,-1.0035223,2048,False,976081,0.00041209,1123,0.23482139,True,NaN,NaN,NaN,0.15291922,44,0
-11,5000000,1307.9382,2048,False,976081,0.00041209,1123,0.23482139,True,NaN,NaN,NaN,0.15291922,44,1
-11,5000000,168.39694,2048,False,976081,0.00041209,1123,0.23482139,True,NaN,NaN,NaN,0.15291922,44,2
-12,5000000,1635.0087,512,False,934095,0.00139784,5304,6.12446027,False,NaN,NaN,NaN,NaN,44,0
-12,5000000,3580.6416,512,False,934095,0.00139784,5304,6.12446027,False,NaN,NaN,NaN,NaN,44,1
-12,5000000,3571.478,512,False,934095,0.00139784,5304,6.12446027,False,NaN,NaN,NaN,NaN,44,2
-13,5000000,140.72858,512,True,1168497,1.72e-06,16080,0.23566419,False,0.65602709,0.69437979,9.3e-07,NaN,44,0
-13,5000000,59.067215,512,True,1168497,1.72e-06,16080,0.23566419,False,0.65602709,0.69437979,9.3e-07,NaN,44,1
-13,5000000,4.515146,512,True,1168497,1.72e-06,16080,0.23566419,False,0.65602709,0.69437979,9.3e-07,NaN,44,2
-14,5000000,3060.972,1024,False,1489666,0.00017921,15714,0.96590097,False,NaN,NaN,NaN,NaN,44,0
-14,5000000,3168.9756,1024,False,1489666,0.00017921,15714,0.96590097,False,NaN,NaN,NaN,NaN,44,1
-14,5000000,3288.2932,1024,False,1489666,0.00017921,15714,0.96590097,False,NaN,NaN,NaN,NaN,44,2
-15,5000000,1093.0654,2048,False,929600,2.93e-06,14876,0.19424595,False,NaN,NaN,NaN,NaN,44,0
-15,5000000,31.483948,2048,False,929600,2.93e-06,14876,0.19424595,False,NaN,NaN,NaN,NaN,44,1
-15,5000000,-1.0485523,2048,False,929600,2.93e-06,14876,0.19424595,False,NaN,NaN,NaN,NaN,44,2
-16,5000000,912.22925,512,False,1361699,0.00117244,6752,0.88527017,False,NaN,NaN,NaN,NaN,44,0
-16,5000000,279.53528,512,False,1361699,0.00117244,6752,0.88527017,False,NaN,NaN,NaN,NaN,44,1
-16,5000000,393.25964,512,False,1361699,0.00117244,6752,0.88527017,False,NaN,NaN,NaN,NaN,44,2
+9,5000000,3352.8535,2048,True,537645,0.00481496,13894,1.92979761,False,0.5698979,0.7323461,2e-08,,44,0
+9,5000000,3406.2556,2048,True,537645,0.00481496,13894,1.92979761,False,0.5698979,0.7323461,2e-08,,44,1
+9,5000000,3411.726,2048,True,537645,0.00481496,13894,1.92979761,False,0.5698979,0.7323461,2e-08,,44,2
+10,5000000,2225.359,2048,False,1144883,0.00157749,5013,0.36449846,True,,,,0.30548041,44,0
+10,5000000,3496.0364,2048,False,1144883,0.00157749,5013,0.36449846,True,,,,0.30548041,44,1
+10,5000000,2687.707,2048,False,1144883,0.00157749,5013,0.36449846,True,,,,0.30548041,44,2
+11,5000000,-1.0035223,2048,False,976081,0.00041209,1123,0.23482139,True,,,,0.15291922,44,0
+11,5000000,1307.9382,2048,False,976081,0.00041209,1123,0.23482139,True,,,,0.15291922,44,1
+11,5000000,168.39694,2048,False,976081,0.00041209,1123,0.23482139,True,,,,0.15291922,44,2
+12,5000000,1635.0087,512,False,934095,0.00139784,5304,6.12446027,False,,,,,44,0
+12,5000000,3580.6416,512,False,934095,0.00139784,5304,6.12446027,False,,,,,44,1
+12,5000000,3571.478,512,False,934095,0.00139784,5304,6.12446027,False,,,,,44,2
+13,5000000,140.72858,512,True,1168497,1.72e-06,16080,0.23566419,False,0.65602709,0.69437979,9.3e-07,,44,0
+13,5000000,59.067215,512,True,1168497,1.72e-06,16080,0.23566419,False,0.65602709,0.69437979,9.3e-07,,44,1
+13,5000000,4.515146,512,True,1168497,1.72e-06,16080,0.23566419,False,0.65602709,0.69437979,9.3e-07,,44,2
+14,5000000,3060.972,1024,False,1489666,0.00017921,15714,0.96590097,False,,,,,44,0
+14,5000000,3168.9756,1024,False,1489666,0.00017921,15714,0.96590097,False,,,,,44,1
+14,5000000,3288.2932,1024,False,1489666,0.00017921,15714,0.96590097,False,,,,,44,2
+15,5000000,1093.0654,2048,False,929600,2.93e-06,14876,0.19424595,False,,,,,44,0
+15,5000000,31.483948,2048,False,929600,2.93e-06,14876,0.19424595,False,,,,,44,1
+15,5000000,-1.0485523,2048,False,929600,2.93e-06,14876,0.19424595,False,,,,,44,2
+16,5000000,912.22925,512,False,1361699,0.00117244,6752,0.88527017,False,,,,,44,0
+16,5000000,279.53528,512,False,1361699,0.00117244,6752,0.88527017,False,,,,,44,1
+16,5000000,393.25964,512,False,1361699,0.00117244,6752,0.88527017,False,,,,,44,2
 17,5000000,3045.706,1024,True,127203,2.963e-05,12730,1.85916104,True,0.94886514,0.14316355,3.41e-05,0.72807396,44,0
 17,5000000,1463.4651,1024,True,127203,2.963e-05,12730,1.85916104,True,0.94886514,0.14316355,3.41e-05,0.72807396,44,1
 17,5000000,1223.0579,1024,True,127203,2.963e-05,12730,1.85916104,True,0.94886514,0.14316355,3.41e-05,0.72807396,44,2
-18,5000000,92.20947,2048,True,1124867,0.09833879,1367,1.64993364,False,0.04518009,0.9810934,8e-07,NaN,44,0
-18,5000000,312.05533,2048,True,1124867,0.09833879,1367,1.64993364,False,0.04518009,0.9810934,8e-07,NaN,44,1
-18,5000000,386.1135,2048,True,1124867,0.09833879,1367,1.64993364,False,0.04518009,0.9810934,8e-07,NaN,44,2
-19,5000000,276.8969,1024,False,1692455,0.00089896,4501,0.22537702,True,NaN,NaN,NaN,0.06712843,44,0
-19,5000000,161.4947,1024,False,1692455,0.00089896,4501,0.22537702,True,NaN,NaN,NaN,0.06712843,44,1
-19,5000000,1040.8308,1024,False,1692455,0.00089896,4501,0.22537702,True,NaN,NaN,NaN,0.06712843,44,2
-20,5000000,1785.2063,2048,False,1779347,0.00066189,759,0.70362811,False,NaN,NaN,NaN,NaN,44,0
-20,5000000,1636.7341,2048,False,1779347,0.00066189,759,0.70362811,False,NaN,NaN,NaN,NaN,44,1
-20,5000000,39.09636,2048,False,1779347,0.00066189,759,0.70362811,False,NaN,NaN,NaN,NaN,44,2
+18,5000000,92.20947,2048,True,1124867,0.09833879,1367,1.64993364,False,0.04518009,0.9810934,8e-07,,44,0
+18,5000000,312.05533,2048,True,1124867,0.09833879,1367,1.64993364,False,0.04518009,0.9810934,8e-07,,44,1
+18,5000000,386.1135,2048,True,1124867,0.09833879,1367,1.64993364,False,0.04518009,0.9810934,8e-07,,44,2
+19,5000000,276.8969,1024,False,1692455,0.00089896,4501,0.22537702,True,,,,0.06712843,44,0
+19,5000000,161.4947,1024,False,1692455,0.00089896,4501,0.22537702,True,,,,0.06712843,44,1
+19,5000000,1040.8308,1024,False,1692455,0.00089896,4501,0.22537702,True,,,,0.06712843,44,2
+20,5000000,1785.2063,2048,False,1779347,0.00066189,759,0.70362811,False,,,,,44,0
+20,5000000,1636.7341,2048,False,1779347,0.00066189,759,0.70362811,False,,,,,44,1
+20,5000000,39.09636,2048,False,1779347,0.00066189,759,0.70362811,False,,,,,44,2
 21,5000000,1997.0305,1024,True,1107568,1.51e-06,9134,1.3754293,True,0.38231219,0.41078317,4.22e-06,0.77049376,44,0
 21,5000000,1596.2769,1024,True,1107568,1.51e-06,9134,1.3754293,True,0.38231219,0.41078317,4.22e-06,0.77049376,44,1
 21,5000000,118.56654,1024,True,1107568,1.51e-06,9134,1.3754293,True,0.38231219,0.41078317,4.22e-06,0.77049376,44,2
-22,5000000,1013.24066,1024,True,952718,1.627e-05,4771,0.14342219,False,0.14439516,0.31007712,8.1e-07,NaN,44,0
-22,5000000,304.99298,1024,True,952718,1.627e-05,4771,0.14342219,False,0.14439516,0.31007712,8.1e-07,NaN,44,1
-22,5000000,57.454292,1024,True,952718,1.627e-05,4771,0.14342219,False,0.14439516,0.31007712,8.1e-07,NaN,44,2
+22,5000000,1013.24066,1024,True,952718,1.627e-05,4771,0.14342219,False,0.14439516,0.31007712,8.1e-07,,44,0
+22,5000000,304.99298,1024,True,952718,1.627e-05,4771,0.14342219,False,0.14439516,0.31007712,8.1e-07,,44,1
+22,5000000,57.454292,1024,True,952718,1.627e-05,4771,0.14342219,False,0.14439516,0.31007712,8.1e-07,,44,2
 23,5000000,1667.2076,2048,True,1009657,0.0038571,4168,4.37184167,True,0.19476205,0.52827941,6.85e-06,0.04951995,44,0
 23,5000000,1411.6775,2048,True,1009657,0.0038571,4168,4.37184167,True,0.19476205,0.52827941,6.85e-06,0.04951995,44,1
 23,5000000,1468.3369,2048,True,1009657,0.0038571,4168,4.37184167,True,0.19476205,0.52827941,6.85e-06,0.04951995,44,2
-24,5000000,3146.3684,2048,False,369055,0.01286475,14550,0.87835346,False,NaN,NaN,NaN,NaN,44,0
-24,5000000,9.111514,2048,False,369055,0.01286475,14550,0.87835346,False,NaN,NaN,NaN,NaN,44,1
-24,5000000,3285.3037,2048,False,369055,0.01286475,14550,0.87835346,False,NaN,NaN,NaN,NaN,44,2
+24,5000000,3146.3684,2048,False,369055,0.01286475,14550,0.87835346,False,,,,,44,0
+24,5000000,9.111514,2048,False,369055,0.01286475,14550,0.87835346,False,,,,,44,1
+24,5000000,3285.3037,2048,False,369055,0.01286475,14550,0.87835346,False,,,,,44,2
 25,5000000,1477.1202,2048,True,1101152,0.01311845,2257,4.3159101,True,0.98900084,0.2509319,8e-08,0.90256817,44,0
 25,5000000,2396.561,2048,True,1101152,0.01311845,2257,4.3159101,True,0.98900084,0.2509319,8e-08,0.90256817,44,1
 25,5000000,2538.9663,2048,True,1101152,0.01311845,2257,4.3159101,True,0.98900084,0.2509319,8e-08,0.90256817,44,2
-26,5000000,3358.8276,1024,False,1221324,1.477e-05,6050,5.24778848,True,NaN,NaN,NaN,0.68895427,44,0
-26,5000000,3374.0146,1024,False,1221324,1.477e-05,6050,5.24778848,True,NaN,NaN,NaN,0.68895427,44,1
-26,5000000,1698.0459,1024,False,1221324,1.477e-05,6050,5.24778848,True,NaN,NaN,NaN,0.68895427,44,2
-27,5000000,184.05527,2048,False,1501716,9.526e-05,1191,0.13121557,False,NaN,NaN,NaN,NaN,44,0
-27,5000000,3133.9055,2048,False,1501716,9.526e-05,1191,0.13121557,False,NaN,NaN,NaN,NaN,44,1
-27,5000000,243.3014,2048,False,1501716,9.526e-05,1191,0.13121557,False,NaN,NaN,NaN,NaN,44,2
-28,5000000,2204.8042,512,True,1416603,4.82e-06,11368,0.2786505,False,0.16784127,0.35701347,5.5e-07,NaN,44,0
-28,5000000,2793.164,512,True,1416603,4.82e-06,11368,0.2786505,False,0.16784127,0.35701347,5.5e-07,NaN,44,1
-28,5000000,1597.7902,512,True,1416603,4.82e-06,11368,0.2786505,False,0.16784127,0.35701347,5.5e-07,NaN,44,2
-29,5000000,206.5189,512,False,937353,0.02278715,7649,3.29140829,False,NaN,NaN,NaN,NaN,44,0
-29,5000000,134.46329,512,False,937353,0.02278715,7649,3.29140829,False,NaN,NaN,NaN,NaN,44,1
-29,5000000,861.4911,512,False,937353,0.02278715,7649,3.29140829,False,NaN,NaN,NaN,NaN,44,2
+26,5000000,3358.8276,1024,False,1221324,1.477e-05,6050,5.24778848,True,,,,0.68895427,44,0
+26,5000000,3374.0146,1024,False,1221324,1.477e-05,6050,5.24778848,True,,,,0.68895427,44,1
+26,5000000,1698.0459,1024,False,1221324,1.477e-05,6050,5.24778848,True,,,,0.68895427,44,2
+27,5000000,184.05527,2048,False,1501716,9.526e-05,1191,0.13121557,False,,,,,44,0
+27,5000000,3133.9055,2048,False,1501716,9.526e-05,1191,0.13121557,False,,,,,44,1
+27,5000000,243.3014,2048,False,1501716,9.526e-05,1191,0.13121557,False,,,,,44,2
+28,5000000,2204.8042,512,True,1416603,4.82e-06,11368,0.2786505,False,0.16784127,0.35701347,5.5e-07,,44,0
+28,5000000,2793.164,512,True,1416603,4.82e-06,11368,0.2786505,False,0.16784127,0.35701347,5.5e-07,,44,1
+28,5000000,1597.7902,512,True,1416603,4.82e-06,11368,0.2786505,False,0.16784127,0.35701347,5.5e-07,,44,2
+29,5000000,206.5189,512,False,937353,0.02278715,7649,3.29140829,False,,,,,44,0
+29,5000000,134.46329,512,False,937353,0.02278715,7649,3.29140829,False,,,,,44,1
+29,5000000,861.4911,512,False,937353,0.02278715,7649,3.29140829,False,,,,,44,2
 30,5000000,3132.1545,2048,True,1611940,3.663e-05,10378,0.36042924,True,0.36624292,0.57098141,1.1e-07,0.17992207,44,0
 30,5000000,1973.2524,2048,True,1611940,3.663e-05,10378,0.36042924,True,0.36624292,0.57098141,1.1e-07,0.17992207,44,1
 30,5000000,2608.8496,2048,True,1611940,3.663e-05,10378,0.36042924,True,0.36624292,0.57098141,1.1e-07,0.17992207,44,2
-31,5000000,317.29916,512,False,841979,0.00375929,3907,0.47724823,True,NaN,NaN,NaN,0.06474162,44,0
-31,5000000,1025.2825,512,False,841979,0.00375929,3907,0.47724823,True,NaN,NaN,NaN,0.06474162,44,1
-31,5000000,1023.79016,512,False,841979,0.00375929,3907,0.47724823,True,NaN,NaN,NaN,0.06474162,44,2
+31,5000000,317.29916,512,False,841979,0.00375929,3907,0.47724823,True,,,,0.06474162,44,0
+31,5000000,1025.2825,512,False,841979,0.00375929,3907,0.47724823,True,,,,0.06474162,44,1
+31,5000000,1023.79016,512,False,841979,0.00375929,3907,0.47724823,True,,,,0.06474162,44,2
 0,5000000,305.2443,512,True,148418,1.4e-06,706,0.2176525,True,0.67302741,0.01507825,3.494e-05,0.95350982,43,0
 0,5000000,930.5234,512,True,148418,1.4e-06,706,0.2176525,True,0.67302741,0.01507825,3.494e-05,0.95350982,43,1
 0,5000000,274.96643,512,True,148418,1.4e-06,706,0.2176525,True,0.67302741,0.01507825,3.494e-05,0.95350982,43,2
-1,5000000,118.130936,2048,True,1458643,0.00011384,7611,0.25022054,False,0.96110869,0.90279178,0.0,NaN,43,0
-1,5000000,2854.884,2048,True,1458643,0.00011384,7611,0.25022054,False,0.96110869,0.90279178,0.0,NaN,43,1
-1,5000000,149.3491,2048,True,1458643,0.00011384,7611,0.25022054,False,0.96110869,0.90279178,0.0,NaN,43,2
-2,5000000,1756.1858,2048,False,613676,0.00044046,16245,2.69772808,True,NaN,NaN,NaN,0.42478201,43,0
-2,5000000,2298.2861,2048,False,613676,0.00044046,16245,2.69772808,True,NaN,NaN,NaN,0.42478201,43,1
-2,5000000,1917.2546,2048,False,613676,0.00044046,16245,2.69772808,True,NaN,NaN,NaN,0.42478201,43,2
+1,5000000,118.130936,2048,True,1458643,0.00011384,7611,0.25022054,False,0.96110869,0.90279178,0.0,,43,0
+1,5000000,2854.884,2048,True,1458643,0.00011384,7611,0.25022054,False,0.96110869,0.90279178,0.0,,43,1
+1,5000000,149.3491,2048,True,1458643,0.00011384,7611,0.25022054,False,0.96110869,0.90279178,0.0,,43,2
+2,5000000,1756.1858,2048,False,613676,0.00044046,16245,2.69772808,True,,,,0.42478201,43,0
+2,5000000,2298.2861,2048,False,613676,0.00044046,16245,2.69772808,True,,,,0.42478201,43,1
+2,5000000,1917.2546,2048,False,613676,0.00044046,16245,2.69772808,True,,,,0.42478201,43,2
 3,5000000,148.31604,2048,True,724758,7.812e-05,7804,0.26853175,True,0.31124047,0.75925222,1.28e-06,0.41792481,43,0
 3,5000000,150.63202,2048,True,724758,7.812e-05,7804,0.26853175,True,0.31124047,0.75925222,1.28e-06,0.41792481,43,1
 3,5000000,42.552994,2048,True,724758,7.812e-05,7804,0.26853175,True,0.31124047,0.75925222,1.28e-06,0.41792481,43,2
-4,5000000,26.934042,1024,False,609233,0.06902611,3624,4.49942278,True,NaN,NaN,NaN,0.74479432,43,0
-4,5000000,2142.3704,1024,False,609233,0.06902611,3624,4.49942278,True,NaN,NaN,NaN,0.74479432,43,1
-4,5000000,920.638,1024,False,609233,0.06902611,3624,4.49942278,True,NaN,NaN,NaN,0.74479432,43,2
-5,5000000,3164.9565,512,False,1277029,8.91e-06,1046,8.67783816,True,NaN,NaN,NaN,0.90882861,43,0
-5,5000000,2329.7449,512,False,1277029,8.91e-06,1046,8.67783816,True,NaN,NaN,NaN,0.90882861,43,1
-5,5000000,2389.3147,512,False,1277029,8.91e-06,1046,8.67783816,True,NaN,NaN,NaN,0.90882861,43,2
+4,5000000,26.934042,1024,False,609233,0.06902611,3624,4.49942278,True,,,,0.74479432,43,0
+4,5000000,2142.3704,1024,False,609233,0.06902611,3624,4.49942278,True,,,,0.74479432,43,1
+4,5000000,920.638,1024,False,609233,0.06902611,3624,4.49942278,True,,,,0.74479432,43,2
+5,5000000,3164.9565,512,False,1277029,8.91e-06,1046,8.67783816,True,,,,0.90882861,43,0
+5,5000000,2329.7449,512,False,1277029,8.91e-06,1046,8.67783816,True,,,,0.90882861,43,1
+5,5000000,2389.3147,512,False,1277029,8.91e-06,1046,8.67783816,True,,,,0.90882861,43,2
 6,5000000,45.741497,512,True,1289323,3.42e-06,89,5.67101199,True,0.8851429,0.41996397,0.0,0.87938607,43,0
 6,5000000,208.01395,512,True,1289323,3.42e-06,89,5.67101199,True,0.8851429,0.41996397,0.0,0.87938607,43,1
 6,5000000,45.809864,512,True,1289323,3.42e-06,89,5.67101199,True,0.8851429,0.41996397,0.0,0.87938607,43,2
-7,5000000,2646.3174,1024,False,1684239,0.00180398,1793,0.14047334,True,NaN,NaN,NaN,0.68403353,43,0
-7,5000000,1564.8524,1024,False,1684239,0.00180398,1793,0.14047334,True,NaN,NaN,NaN,0.68403353,43,1
-7,5000000,1059.8774,1024,False,1684239,0.00180398,1793,0.14047334,True,NaN,NaN,NaN,0.68403353,43,2
-8,5000000,181.95224,1024,True,989553,3.5e-06,2966,1.66408232,False,0.3931813,0.35255607,1.3e-07,NaN,43,0
-8,5000000,3284.3445,1024,True,989553,3.5e-06,2966,1.66408232,False,0.3931813,0.35255607,1.3e-07,NaN,43,1
-8,5000000,3368.3652,1024,True,989553,3.5e-06,2966,1.66408232,False,0.3931813,0.35255607,1.3e-07,NaN,43,2
-9,5000000,239.99529,2048,True,878143,4.404e-05,1731,3.50145496,False,0.87445418,0.28816014,1e-08,NaN,43,0
-9,5000000,1013.2429,2048,True,878143,4.404e-05,1731,3.50145496,False,0.87445418,0.28816014,1e-08,NaN,43,1
-9,5000000,1048.0698,2048,True,878143,4.404e-05,1731,3.50145496,False,0.87445418,0.28816014,1e-08,NaN,43,2
-10,5000000,3385.3218,1024,False,886169,0.06262998,10215,0.17723386,False,NaN,NaN,NaN,NaN,43,0
-10,5000000,3164.456,1024,False,886169,0.06262998,10215,0.17723386,False,NaN,NaN,NaN,NaN,43,1
-10,5000000,3430.6667,1024,False,886169,0.06262998,10215,0.17723386,False,NaN,NaN,NaN,NaN,43,2
+7,5000000,2646.3174,1024,False,1684239,0.00180398,1793,0.14047334,True,,,,0.68403353,43,0
+7,5000000,1564.8524,1024,False,1684239,0.00180398,1793,0.14047334,True,,,,0.68403353,43,1
+7,5000000,1059.8774,1024,False,1684239,0.00180398,1793,0.14047334,True,,,,0.68403353,43,2
+8,5000000,181.95224,1024,True,989553,3.5e-06,2966,1.66408232,False,0.3931813,0.35255607,1.3e-07,,43,0
+8,5000000,3284.3445,1024,True,989553,3.5e-06,2966,1.66408232,False,0.3931813,0.35255607,1.3e-07,,43,1
+8,5000000,3368.3652,1024,True,989553,3.5e-06,2966,1.66408232,False,0.3931813,0.35255607,1.3e-07,,43,2
+9,5000000,239.99529,2048,True,878143,4.404e-05,1731,3.50145496,False,0.87445418,0.28816014,1e-08,,43,0
+9,5000000,1013.2429,2048,True,878143,4.404e-05,1731,3.50145496,False,0.87445418,0.28816014,1e-08,,43,1
+9,5000000,1048.0698,2048,True,878143,4.404e-05,1731,3.50145496,False,0.87445418,0.28816014,1e-08,,43,2
+10,5000000,3385.3218,1024,False,886169,0.06262998,10215,0.17723386,False,,,,,43,0
+10,5000000,3164.456,1024,False,886169,0.06262998,10215,0.17723386,False,,,,,43,1
+10,5000000,3430.6667,1024,False,886169,0.06262998,10215,0.17723386,False,,,,,43,2
 11,5000000,88.20989,512,True,1550141,0.00016796,9068,4.40039726,True,0.2165122,0.15854333,6.8e-07,0.90424515,43,0
 11,5000000,1024.2808,512,True,1550141,0.00016796,9068,4.40039726,True,0.2165122,0.15854333,6.8e-07,0.90424515,43,1
 11,5000000,1023.3019,512,True,1550141,0.00016796,9068,4.40039726,True,0.2165122,0.15854333,6.8e-07,0.90424515,43,2
-12,5000000,2809.8389,512,True,670450,0.00590945,9210,0.17848609,False,0.32680642,0.76734942,6.2e-07,NaN,43,0
-12,5000000,3488.2124,512,True,670450,0.00590945,9210,0.17848609,False,0.32680642,0.76734942,6.2e-07,NaN,43,1
-12,5000000,2138.4941,512,True,670450,0.00590945,9210,0.17848609,False,0.32680642,0.76734942,6.2e-07,NaN,43,2
-13,5000000,2755.893,1024,False,225129,3.85e-06,8797,0.65339108,False,NaN,NaN,NaN,NaN,43,0
-13,5000000,821.4614,1024,False,225129,3.85e-06,8797,0.65339108,False,NaN,NaN,NaN,NaN,43,1
-13,5000000,3382.0908,1024,False,225129,3.85e-06,8797,0.65339108,False,NaN,NaN,NaN,NaN,43,2
-14,5000000,142.02213,512,False,1972244,0.05448919,6647,8.57833305,False,NaN,NaN,NaN,NaN,43,0
-14,5000000,51.09524,512,False,1972244,0.05448919,6647,8.57833305,False,NaN,NaN,NaN,NaN,43,1
-14,5000000,139.8377,512,False,1972244,0.05448919,6647,8.57833305,False,NaN,NaN,NaN,NaN,43,2
-15,5000000,141.49252,1024,False,359084,3.289e-05,9059,0.55262709,True,NaN,NaN,NaN,0.88139984,43,0
-15,5000000,157.12793,1024,False,359084,3.289e-05,9059,0.55262709,True,NaN,NaN,NaN,0.88139984,43,1
-15,5000000,142.8158,1024,False,359084,3.289e-05,9059,0.55262709,True,NaN,NaN,NaN,0.88139984,43,2
-16,5000000,3103.9429,512,True,310787,0.06031183,8667,2.42190098,False,0.34631196,0.75830648,6.595e-05,NaN,43,0
-16,5000000,2070.563,512,True,310787,0.06031183,8667,2.42190098,False,0.34631196,0.75830648,6.595e-05,NaN,43,1
-16,5000000,3067.5654,512,True,310787,0.06031183,8667,2.42190098,False,0.34631196,0.75830648,6.595e-05,NaN,43,2
-17,5000000,2099.379,2048,True,201920,0.00013388,7187,0.11235351,False,0.87017794,0.05306146,1.77e-06,NaN,43,0
-17,5000000,1964.4623,2048,True,201920,0.00013388,7187,0.11235351,False,0.87017794,0.05306146,1.77e-06,NaN,43,1
-17,5000000,1854.3616,2048,True,201920,0.00013388,7187,0.11235351,False,0.87017794,0.05306146,1.77e-06,NaN,43,2
-18,5000000,149.3653,1024,True,412217,0.00034407,6978,0.14964172,False,0.88481355,0.32889927,6.171e-05,NaN,43,0
-18,5000000,146.93793,1024,True,412217,0.00034407,6978,0.14964172,False,0.88481355,0.32889927,6.171e-05,NaN,43,1
-18,5000000,17.069427,1024,True,412217,0.00034407,6978,0.14964172,False,0.88481355,0.32889927,6.171e-05,NaN,43,2
-19,5000000,3474.9395,1024,True,372957,0.00025933,5102,0.21488648,False,0.99042107,0.85733856,8.86e-06,NaN,43,0
-19,5000000,1399.2781,1024,True,372957,0.00025933,5102,0.21488648,False,0.99042107,0.85733856,8.86e-06,NaN,43,1
-19,5000000,1386.0193,1024,True,372957,0.00025933,5102,0.21488648,False,0.99042107,0.85733856,8.86e-06,NaN,43,2
-20,5000000,1536.9666,512,False,607800,2.394e-05,12301,1.1846057,False,NaN,NaN,NaN,NaN,43,0
-20,5000000,1183.7742,512,False,607800,2.394e-05,12301,1.1846057,False,NaN,NaN,NaN,NaN,43,1
-20,5000000,1583.8174,512,False,607800,2.394e-05,12301,1.1846057,False,NaN,NaN,NaN,NaN,43,2
-21,5000000,3263.1401,1024,False,1013586,0.01864451,14401,0.408993,True,NaN,NaN,NaN,0.90285844,43,0
-21,5000000,1407.3044,1024,False,1013586,0.01864451,14401,0.408993,True,NaN,NaN,NaN,0.90285844,43,1
-21,5000000,1368.4392,1024,False,1013586,0.01864451,14401,0.408993,True,NaN,NaN,NaN,0.90285844,43,2
-22,5000000,1037.3662,2048,True,1117272,1.848e-05,15267,0.10128324,False,0.48532083,0.57217206,1.2e-07,NaN,43,0
-22,5000000,346.3842,2048,True,1117272,1.848e-05,15267,0.10128324,False,0.48532083,0.57217206,1.2e-07,NaN,43,1
-22,5000000,2795.9663,2048,True,1117272,1.848e-05,15267,0.10128324,False,0.48532083,0.57217206,1.2e-07,NaN,43,2
-23,5000000,2630.2585,2048,False,1022282,0.09277156,14806,0.93393561,True,NaN,NaN,NaN,0.32635656,43,0
-23,5000000,3560.503,2048,False,1022282,0.09277156,14806,0.93393561,True,NaN,NaN,NaN,0.32635656,43,1
-23,5000000,3495.1843,2048,False,1022282,0.09277156,14806,0.93393561,True,NaN,NaN,NaN,0.32635656,43,2
-24,5000000,141.94043,2048,True,1750751,0.06752151,8067,4.31868714,False,0.47969654,0.97371753,5e-08,NaN,43,0
-24,5000000,143.35565,2048,True,1750751,0.06752151,8067,4.31868714,False,0.47969654,0.97371753,5e-08,NaN,43,1
-24,5000000,141.47238,2048,True,1750751,0.06752151,8067,4.31868714,False,0.47969654,0.97371753,5e-08,NaN,43,2
+12,5000000,2809.8389,512,True,670450,0.00590945,9210,0.17848609,False,0.32680642,0.76734942,6.2e-07,,43,0
+12,5000000,3488.2124,512,True,670450,0.00590945,9210,0.17848609,False,0.32680642,0.76734942,6.2e-07,,43,1
+12,5000000,2138.4941,512,True,670450,0.00590945,9210,0.17848609,False,0.32680642,0.76734942,6.2e-07,,43,2
+13,5000000,2755.893,1024,False,225129,3.85e-06,8797,0.65339108,False,,,,,43,0
+13,5000000,821.4614,1024,False,225129,3.85e-06,8797,0.65339108,False,,,,,43,1
+13,5000000,3382.0908,1024,False,225129,3.85e-06,8797,0.65339108,False,,,,,43,2
+14,5000000,142.02213,512,False,1972244,0.05448919,6647,8.57833305,False,,,,,43,0
+14,5000000,51.09524,512,False,1972244,0.05448919,6647,8.57833305,False,,,,,43,1
+14,5000000,139.8377,512,False,1972244,0.05448919,6647,8.57833305,False,,,,,43,2
+15,5000000,141.49252,1024,False,359084,3.289e-05,9059,0.55262709,True,,,,0.88139984,43,0
+15,5000000,157.12793,1024,False,359084,3.289e-05,9059,0.55262709,True,,,,0.88139984,43,1
+15,5000000,142.8158,1024,False,359084,3.289e-05,9059,0.55262709,True,,,,0.88139984,43,2
+16,5000000,3103.9429,512,True,310787,0.06031183,8667,2.42190098,False,0.34631196,0.75830648,6.595e-05,,43,0
+16,5000000,2070.563,512,True,310787,0.06031183,8667,2.42190098,False,0.34631196,0.75830648,6.595e-05,,43,1
+16,5000000,3067.5654,512,True,310787,0.06031183,8667,2.42190098,False,0.34631196,0.75830648,6.595e-05,,43,2
+17,5000000,2099.379,2048,True,201920,0.00013388,7187,0.11235351,False,0.87017794,0.05306146,1.77e-06,,43,0
+17,5000000,1964.4623,2048,True,201920,0.00013388,7187,0.11235351,False,0.87017794,0.05306146,1.77e-06,,43,1
+17,5000000,1854.3616,2048,True,201920,0.00013388,7187,0.11235351,False,0.87017794,0.05306146,1.77e-06,,43,2
+18,5000000,149.3653,1024,True,412217,0.00034407,6978,0.14964172,False,0.88481355,0.32889927,6.171e-05,,43,0
+18,5000000,146.93793,1024,True,412217,0.00034407,6978,0.14964172,False,0.88481355,0.32889927,6.171e-05,,43,1
+18,5000000,17.069427,1024,True,412217,0.00034407,6978,0.14964172,False,0.88481355,0.32889927,6.171e-05,,43,2
+19,5000000,3474.9395,1024,True,372957,0.00025933,5102,0.21488648,False,0.99042107,0.85733856,8.86e-06,,43,0
+19,5000000,1399.2781,1024,True,372957,0.00025933,5102,0.21488648,False,0.99042107,0.85733856,8.86e-06,,43,1
+19,5000000,1386.0193,1024,True,372957,0.00025933,5102,0.21488648,False,0.99042107,0.85733856,8.86e-06,,43,2
+20,5000000,1536.9666,512,False,607800,2.394e-05,12301,1.1846057,False,,,,,43,0
+20,5000000,1183.7742,512,False,607800,2.394e-05,12301,1.1846057,False,,,,,43,1
+20,5000000,1583.8174,512,False,607800,2.394e-05,12301,1.1846057,False,,,,,43,2
+21,5000000,3263.1401,1024,False,1013586,0.01864451,14401,0.408993,True,,,,0.90285844,43,0
+21,5000000,1407.3044,1024,False,1013586,0.01864451,14401,0.408993,True,,,,0.90285844,43,1
+21,5000000,1368.4392,1024,False,1013586,0.01864451,14401,0.408993,True,,,,0.90285844,43,2
+22,5000000,1037.3662,2048,True,1117272,1.848e-05,15267,0.10128324,False,0.48532083,0.57217206,1.2e-07,,43,0
+22,5000000,346.3842,2048,True,1117272,1.848e-05,15267,0.10128324,False,0.48532083,0.57217206,1.2e-07,,43,1
+22,5000000,2795.9663,2048,True,1117272,1.848e-05,15267,0.10128324,False,0.48532083,0.57217206,1.2e-07,,43,2
+23,5000000,2630.2585,2048,False,1022282,0.09277156,14806,0.93393561,True,,,,0.32635656,43,0
+23,5000000,3560.503,2048,False,1022282,0.09277156,14806,0.93393561,True,,,,0.32635656,43,1
+23,5000000,3495.1843,2048,False,1022282,0.09277156,14806,0.93393561,True,,,,0.32635656,43,2
+24,5000000,141.94043,2048,True,1750751,0.06752151,8067,4.31868714,False,0.47969654,0.97371753,5e-08,,43,0
+24,5000000,143.35565,2048,True,1750751,0.06752151,8067,4.31868714,False,0.47969654,0.97371753,5e-08,,43,1
+24,5000000,141.47238,2048,True,1750751,0.06752151,8067,4.31868714,False,0.47969654,0.97371753,5e-08,,43,2
 25,5000000,1686.6918,1024,True,1553016,0.00092647,8467,7.07090916,True,0.6082462,0.42131663,0.0,0.69929805,43,0
 25,5000000,3111.4866,1024,True,1553016,0.00092647,8467,7.07090916,True,0.6082462,0.42131663,0.0,0.69929805,43,1
 25,5000000,2627.1262,1024,True,1553016,0.00092647,8467,7.07090916,True,0.6082462,0.42131663,0.0,0.69929805,43,2
-26,5000000,1633.6323,1024,False,1334367,5.905e-05,1949,0.3392767,False,NaN,NaN,NaN,NaN,43,0
-26,5000000,1883.8053,1024,False,1334367,5.905e-05,1949,0.3392767,False,NaN,NaN,NaN,NaN,43,1
-26,5000000,3442.4521,1024,False,1334367,5.905e-05,1949,0.3392767,False,NaN,NaN,NaN,NaN,43,2
+26,5000000,1633.6323,1024,False,1334367,5.905e-05,1949,0.3392767,False,,,,,43,0
+26,5000000,1883.8053,1024,False,1334367,5.905e-05,1949,0.3392767,False,,,,,43,1
+26,5000000,3442.4521,1024,False,1334367,5.905e-05,1949,0.3392767,False,,,,,43,2
 27,5000000,1636.446,512,True,203780,1.17e-06,12744,4.01530438,True,0.86923703,0.61385469,2.9e-07,0.99230613,43,0
 27,5000000,1705.3455,512,True,203780,1.17e-06,12744,4.01530438,True,0.86923703,0.61385469,2.9e-07,0.99230613,43,1
 27,5000000,1915.6672,512,True,203780,1.17e-06,12744,4.01530438,True,0.86923703,0.61385469,2.9e-07,0.99230613,43,2
-28,5000000,3128.0872,1024,True,943067,1.99e-06,10878,1.29455632,False,0.45762423,0.88694876,1.504e-05,NaN,43,0
-28,5000000,3590.6772,1024,True,943067,1.99e-06,10878,1.29455632,False,0.45762423,0.88694876,1.504e-05,NaN,43,1
-28,5000000,2965.4316,1024,True,943067,1.99e-06,10878,1.29455632,False,0.45762423,0.88694876,1.504e-05,NaN,43,2
-29,5000000,152.0223,1024,False,1664841,0.03731207,13576,9.58449301,True,NaN,NaN,NaN,0.94939815,43,0
-29,5000000,120.68436,1024,False,1664841,0.03731207,13576,9.58449301,True,NaN,NaN,NaN,0.94939815,43,1
-29,5000000,9.610258,1024,False,1664841,0.03731207,13576,9.58449301,True,NaN,NaN,NaN,0.94939815,43,2
-30,5000000,1009.52734,512,True,1064185,1.38e-06,16184,0.40011277,False,0.55704214,0.70099197,2.2e-07,NaN,43,0
-30,5000000,1035.9393,512,True,1064185,1.38e-06,16184,0.40011277,False,0.55704214,0.70099197,2.2e-07,NaN,43,1
-30,5000000,3106.604,512,True,1064185,1.38e-06,16184,0.40011277,False,0.55704214,0.70099197,2.2e-07,NaN,43,2
-31,5000000,979.7522,512,False,1200631,0.07761601,988,1.5020764,False,NaN,NaN,NaN,NaN,43,0
-31,5000000,42.672844,512,False,1200631,0.07761601,988,1.5020764,False,NaN,NaN,NaN,NaN,43,1
-31,5000000,974.8334,512,False,1200631,0.07761601,988,1.5020764,False,NaN,NaN,NaN,NaN,43,2
-0,5000000,3606.9507,1024,False,970139,9.339e-05,3016,1.80109316,False,NaN,NaN,NaN,NaN,46,0
-0,5000000,3456.2876,1024,False,970139,9.339e-05,3016,1.80109316,False,NaN,NaN,NaN,NaN,46,1
-0,5000000,2016.2175,1024,False,970139,9.339e-05,3016,1.80109316,False,NaN,NaN,NaN,NaN,46,2
-1,5000000,25.344196,1024,True,168750,1.244e-05,15427,0.30883566,False,0.49170605,0.58074783,7.3e-07,NaN,46,0
-1,5000000,3545.6792,1024,True,168750,1.244e-05,15427,0.30883566,False,0.49170605,0.58074783,7.3e-07,NaN,46,1
-1,5000000,3314.2913,1024,True,168750,1.244e-05,15427,0.30883566,False,0.49170605,0.58074783,7.3e-07,NaN,46,2
-2,5000000,71.80342,1024,True,663468,3.569e-05,40,2.60078975,False,0.34295881,0.84932715,1e-08,NaN,46,0
-2,5000000,143.41885,1024,True,663468,3.569e-05,40,2.60078975,False,0.34295881,0.84932715,1e-08,NaN,46,1
-2,5000000,138.9209,1024,True,663468,3.569e-05,40,2.60078975,False,0.34295881,0.84932715,1e-08,NaN,46,2
-3,5000000,1030.2161,512,False,451491,2.645e-05,8726,0.46373897,True,NaN,NaN,NaN,0.04308129,46,0
-3,5000000,65.99746,512,False,451491,2.645e-05,8726,0.46373897,True,NaN,NaN,NaN,0.04308129,46,1
-3,5000000,1003.9704,512,False,451491,2.645e-05,8726,0.46373897,True,NaN,NaN,NaN,0.04308129,46,2
-4,5000000,51.183876,512,False,1819578,0.00451449,8031,2.11390926,True,NaN,NaN,NaN,0.7299293,46,0
-4,5000000,481.81873,512,False,1819578,0.00451449,8031,2.11390926,True,NaN,NaN,NaN,0.7299293,46,1
-4,5000000,3207.9624,512,False,1819578,0.00451449,8031,2.11390926,True,NaN,NaN,NaN,0.7299293,46,2
-5,5000000,1025.9104,2048,True,968832,0.00018729,10840,0.14241915,False,0.93557712,0.33802001,0.0,NaN,46,0
-5,5000000,1047.423,2048,True,968832,0.00018729,10840,0.14241915,False,0.93557712,0.33802001,0.0,NaN,46,1
-5,5000000,1030.2625,2048,True,968832,0.00018729,10840,0.14241915,False,0.93557712,0.33802001,0.0,NaN,46,2
-6,5000000,3349.7915,2048,False,1022330,0.03959301,3434,0.41136861,True,NaN,NaN,NaN,0.1137344,46,0
-6,5000000,848.38306,2048,False,1022330,0.03959301,3434,0.41136861,True,NaN,NaN,NaN,0.1137344,46,1
-6,5000000,1139.3013,2048,False,1022330,0.03959301,3434,0.41136861,True,NaN,NaN,NaN,0.1137344,46,2
-7,5000000,1299.3286,1024,False,1137863,7.232e-05,1377,0.1268931,False,NaN,NaN,NaN,NaN,46,0
-7,5000000,2700.2236,1024,False,1137863,7.232e-05,1377,0.1268931,False,NaN,NaN,NaN,NaN,46,1
-7,5000000,2343.486,1024,False,1137863,7.232e-05,1377,0.1268931,False,NaN,NaN,NaN,NaN,46,2
-8,5000000,996.992,1024,True,414558,1.668e-05,192,9.15033935,False,0.97041333,0.573542,2.9e-06,NaN,46,0
-8,5000000,110.846245,1024,True,414558,1.668e-05,192,9.15033935,False,0.97041333,0.573542,2.9e-06,NaN,46,1
-8,5000000,1023.648,1024,True,414558,1.668e-05,192,9.15033935,False,0.97041333,0.573542,2.9e-06,NaN,46,2
-9,5000000,2009.93,1024,False,154903,9.83e-06,843,0.16022108,True,NaN,NaN,NaN,0.17597535,46,0
-9,5000000,3444.1934,1024,False,154903,9.83e-06,843,0.16022108,True,NaN,NaN,NaN,0.17597535,46,1
-9,5000000,3461.4023,1024,False,154903,9.83e-06,843,0.16022108,True,NaN,NaN,NaN,0.17597535,46,2
-10,5000000,1024.8475,1024,False,1955860,1.1e-06,15835,0.64905994,True,NaN,NaN,NaN,0.82710468,46,0
-10,5000000,1016.7643,1024,False,1955860,1.1e-06,15835,0.64905994,True,NaN,NaN,NaN,0.82710468,46,1
-10,5000000,1015.7833,1024,False,1955860,1.1e-06,15835,0.64905994,True,NaN,NaN,NaN,0.82710468,46,2
-11,5000000,88.32894,1024,True,124683,0.0092563,7123,0.24822535,False,0.63938601,0.26633893,4.273e-05,NaN,46,0
-11,5000000,653.50684,1024,True,124683,0.0092563,7123,0.24822535,False,0.63938601,0.26633893,4.273e-05,NaN,46,1
-11,5000000,1098.3212,1024,True,124683,0.0092563,7123,0.24822535,False,0.63938601,0.26633893,4.273e-05,NaN,46,2
-12,5000000,205.20975,2048,False,958726,4.86e-06,13488,9.52760035,False,NaN,NaN,NaN,NaN,46,0
-12,5000000,156.39874,2048,False,958726,4.86e-06,13488,9.52760035,False,NaN,NaN,NaN,NaN,46,1
-12,5000000,1008.78894,2048,False,958726,4.86e-06,13488,9.52760035,False,NaN,NaN,NaN,NaN,46,2
-13,5000000,1016.4867,2048,False,1485022,0.02560739,10783,1.5200764,False,NaN,NaN,NaN,NaN,46,0
-13,5000000,1006.8821,2048,False,1485022,0.02560739,10783,1.5200764,False,NaN,NaN,NaN,NaN,46,1
-13,5000000,1013.4896,2048,False,1485022,0.02560739,10783,1.5200764,False,NaN,NaN,NaN,NaN,46,2
-14,5000000,10.650781,2048,True,1058314,4.96e-06,6038,0.11162506,False,0.11470667,0.72716039,5.43e-06,NaN,46,0
-14,5000000,37.065826,2048,True,1058314,4.96e-06,6038,0.11162506,False,0.11470667,0.72716039,5.43e-06,NaN,46,1
-14,5000000,3.068192,2048,True,1058314,4.96e-06,6038,0.11162506,False,0.11470667,0.72716039,5.43e-06,NaN,46,2
-15,5000000,9.207159,1024,False,1953684,8.35e-06,13424,0.63294492,False,NaN,NaN,NaN,NaN,46,0
-15,5000000,3121.6384,1024,False,1953684,8.35e-06,13424,0.63294492,False,NaN,NaN,NaN,NaN,46,1
-15,5000000,3471.0532,1024,False,1953684,8.35e-06,13424,0.63294492,False,NaN,NaN,NaN,NaN,46,2
+28,5000000,3128.0872,1024,True,943067,1.99e-06,10878,1.29455632,False,0.45762423,0.88694876,1.504e-05,,43,0
+28,5000000,3590.6772,1024,True,943067,1.99e-06,10878,1.29455632,False,0.45762423,0.88694876,1.504e-05,,43,1
+28,5000000,2965.4316,1024,True,943067,1.99e-06,10878,1.29455632,False,0.45762423,0.88694876,1.504e-05,,43,2
+29,5000000,152.0223,1024,False,1664841,0.03731207,13576,9.58449301,True,,,,0.94939815,43,0
+29,5000000,120.68436,1024,False,1664841,0.03731207,13576,9.58449301,True,,,,0.94939815,43,1
+29,5000000,9.610258,1024,False,1664841,0.03731207,13576,9.58449301,True,,,,0.94939815,43,2
+30,5000000,1009.52734,512,True,1064185,1.38e-06,16184,0.40011277,False,0.55704214,0.70099197,2.2e-07,,43,0
+30,5000000,1035.9393,512,True,1064185,1.38e-06,16184,0.40011277,False,0.55704214,0.70099197,2.2e-07,,43,1
+30,5000000,3106.604,512,True,1064185,1.38e-06,16184,0.40011277,False,0.55704214,0.70099197,2.2e-07,,43,2
+31,5000000,979.7522,512,False,1200631,0.07761601,988,1.5020764,False,,,,,43,0
+31,5000000,42.672844,512,False,1200631,0.07761601,988,1.5020764,False,,,,,43,1
+31,5000000,974.8334,512,False,1200631,0.07761601,988,1.5020764,False,,,,,43,2
+0,5000000,3606.9507,1024,False,970139,9.339e-05,3016,1.80109316,False,,,,,46,0
+0,5000000,3456.2876,1024,False,970139,9.339e-05,3016,1.80109316,False,,,,,46,1
+0,5000000,2016.2175,1024,False,970139,9.339e-05,3016,1.80109316,False,,,,,46,2
+1,5000000,25.344196,1024,True,168750,1.244e-05,15427,0.30883566,False,0.49170605,0.58074783,7.3e-07,,46,0
+1,5000000,3545.6792,1024,True,168750,1.244e-05,15427,0.30883566,False,0.49170605,0.58074783,7.3e-07,,46,1
+1,5000000,3314.2913,1024,True,168750,1.244e-05,15427,0.30883566,False,0.49170605,0.58074783,7.3e-07,,46,2
+2,5000000,71.80342,1024,True,663468,3.569e-05,40,2.60078975,False,0.34295881,0.84932715,1e-08,,46,0
+2,5000000,143.41885,1024,True,663468,3.569e-05,40,2.60078975,False,0.34295881,0.84932715,1e-08,,46,1
+2,5000000,138.9209,1024,True,663468,3.569e-05,40,2.60078975,False,0.34295881,0.84932715,1e-08,,46,2
+3,5000000,1030.2161,512,False,451491,2.645e-05,8726,0.46373897,True,,,,0.04308129,46,0
+3,5000000,65.99746,512,False,451491,2.645e-05,8726,0.46373897,True,,,,0.04308129,46,1
+3,5000000,1003.9704,512,False,451491,2.645e-05,8726,0.46373897,True,,,,0.04308129,46,2
+4,5000000,51.183876,512,False,1819578,0.00451449,8031,2.11390926,True,,,,0.7299293,46,0
+4,5000000,481.81873,512,False,1819578,0.00451449,8031,2.11390926,True,,,,0.7299293,46,1
+4,5000000,3207.9624,512,False,1819578,0.00451449,8031,2.11390926,True,,,,0.7299293,46,2
+5,5000000,1025.9104,2048,True,968832,0.00018729,10840,0.14241915,False,0.93557712,0.33802001,0.0,,46,0
+5,5000000,1047.423,2048,True,968832,0.00018729,10840,0.14241915,False,0.93557712,0.33802001,0.0,,46,1
+5,5000000,1030.2625,2048,True,968832,0.00018729,10840,0.14241915,False,0.93557712,0.33802001,0.0,,46,2
+6,5000000,3349.7915,2048,False,1022330,0.03959301,3434,0.41136861,True,,,,0.1137344,46,0
+6,5000000,848.38306,2048,False,1022330,0.03959301,3434,0.41136861,True,,,,0.1137344,46,1
+6,5000000,1139.3013,2048,False,1022330,0.03959301,3434,0.41136861,True,,,,0.1137344,46,2
+7,5000000,1299.3286,1024,False,1137863,7.232e-05,1377,0.1268931,False,,,,,46,0
+7,5000000,2700.2236,1024,False,1137863,7.232e-05,1377,0.1268931,False,,,,,46,1
+7,5000000,2343.486,1024,False,1137863,7.232e-05,1377,0.1268931,False,,,,,46,2
+8,5000000,996.992,1024,True,414558,1.668e-05,192,9.15033935,False,0.97041333,0.573542,2.9e-06,,46,0
+8,5000000,110.846245,1024,True,414558,1.668e-05,192,9.15033935,False,0.97041333,0.573542,2.9e-06,,46,1
+8,5000000,1023.648,1024,True,414558,1.668e-05,192,9.15033935,False,0.97041333,0.573542,2.9e-06,,46,2
+9,5000000,2009.93,1024,False,154903,9.83e-06,843,0.16022108,True,,,,0.17597535,46,0
+9,5000000,3444.1934,1024,False,154903,9.83e-06,843,0.16022108,True,,,,0.17597535,46,1
+9,5000000,3461.4023,1024,False,154903,9.83e-06,843,0.16022108,True,,,,0.17597535,46,2
+10,5000000,1024.8475,1024,False,1955860,1.1e-06,15835,0.64905994,True,,,,0.82710468,46,0
+10,5000000,1016.7643,1024,False,1955860,1.1e-06,15835,0.64905994,True,,,,0.82710468,46,1
+10,5000000,1015.7833,1024,False,1955860,1.1e-06,15835,0.64905994,True,,,,0.82710468,46,2
+11,5000000,88.32894,1024,True,124683,0.0092563,7123,0.24822535,False,0.63938601,0.26633893,4.273e-05,,46,0
+11,5000000,653.50684,1024,True,124683,0.0092563,7123,0.24822535,False,0.63938601,0.26633893,4.273e-05,,46,1
+11,5000000,1098.3212,1024,True,124683,0.0092563,7123,0.24822535,False,0.63938601,0.26633893,4.273e-05,,46,2
+12,5000000,205.20975,2048,False,958726,4.86e-06,13488,9.52760035,False,,,,,46,0
+12,5000000,156.39874,2048,False,958726,4.86e-06,13488,9.52760035,False,,,,,46,1
+12,5000000,1008.78894,2048,False,958726,4.86e-06,13488,9.52760035,False,,,,,46,2
+13,5000000,1016.4867,2048,False,1485022,0.02560739,10783,1.5200764,False,,,,,46,0
+13,5000000,1006.8821,2048,False,1485022,0.02560739,10783,1.5200764,False,,,,,46,1
+13,5000000,1013.4896,2048,False,1485022,0.02560739,10783,1.5200764,False,,,,,46,2
+14,5000000,10.650781,2048,True,1058314,4.96e-06,6038,0.11162506,False,0.11470667,0.72716039,5.43e-06,,46,0
+14,5000000,37.065826,2048,True,1058314,4.96e-06,6038,0.11162506,False,0.11470667,0.72716039,5.43e-06,,46,1
+14,5000000,3.068192,2048,True,1058314,4.96e-06,6038,0.11162506,False,0.11470667,0.72716039,5.43e-06,,46,2
+15,5000000,9.207159,1024,False,1953684,8.35e-06,13424,0.63294492,False,,,,,46,0
+15,5000000,3121.6384,1024,False,1953684,8.35e-06,13424,0.63294492,False,,,,,46,1
+15,5000000,3471.0532,1024,False,1953684,8.35e-06,13424,0.63294492,False,,,,,46,2
 16,5000000,4.224013,512,True,226594,8.088e-05,15875,1.41254424,True,0.40302069,0.96143395,6e-08,0.50821939,46,0
 16,5000000,169.63542,512,True,226594,8.088e-05,15875,1.41254424,True,0.40302069,0.96143395,6e-08,0.50821939,46,1
 16,5000000,5.01353,512,True,226594,8.088e-05,15875,1.41254424,True,0.40302069,0.96143395,6e-08,0.50821939,46,2
-17,5000000,6.3980837,1024,True,1459503,0.00079137,8590,0.5401751,False,0.51000964,0.84019423,1e-08,NaN,46,0
-17,5000000,3217.9204,1024,True,1459503,0.00079137,8590,0.5401751,False,0.51000964,0.84019423,1e-08,NaN,46,1
-17,5000000,2827.0254,1024,True,1459503,0.00079137,8590,0.5401751,False,0.51000964,0.84019423,1e-08,NaN,46,2
-18,5000000,1102.7771,2048,False,339502,0.01074636,7,0.17045879,False,NaN,NaN,NaN,NaN,46,0
-18,5000000,1890.0017,2048,False,339502,0.01074636,7,0.17045879,False,NaN,NaN,NaN,NaN,46,1
-18,5000000,19.374985,2048,False,339502,0.01074636,7,0.17045879,False,NaN,NaN,NaN,NaN,46,2
-19,5000000,3465.4932,2048,False,794477,0.08725644,15688,1.81178802,False,NaN,NaN,NaN,NaN,46,0
-19,5000000,2314.1572,2048,False,794477,0.08725644,15688,1.81178802,False,NaN,NaN,NaN,NaN,46,1
-19,5000000,1795.0757,2048,False,794477,0.08725644,15688,1.81178802,False,NaN,NaN,NaN,NaN,46,2
-20,5000000,3385.3118,2048,False,992679,1.025e-05,16285,0.12150006,False,NaN,NaN,NaN,NaN,46,0
-20,5000000,2174.6997,2048,False,992679,1.025e-05,16285,0.12150006,False,NaN,NaN,NaN,NaN,46,1
-20,5000000,2569.0562,2048,False,992679,1.025e-05,16285,0.12150006,False,NaN,NaN,NaN,NaN,46,2
-21,5000000,62.197906,512,False,1425501,0.00474263,4415,1.13627434,True,NaN,NaN,NaN,0.64640395,46,0
-21,5000000,3183.624,512,False,1425501,0.00474263,4415,1.13627434,True,NaN,NaN,NaN,0.64640395,46,1
-21,5000000,3289.8164,512,False,1425501,0.00474263,4415,1.13627434,True,NaN,NaN,NaN,0.64640395,46,2
-22,5000000,2657.1045,1024,False,1560834,0.07643249,13174,0.15683077,True,NaN,NaN,NaN,0.38643274,46,0
-22,5000000,1870.0735,1024,False,1560834,0.07643249,13174,0.15683077,True,NaN,NaN,NaN,0.38643274,46,1
-22,5000000,2013.6267,1024,False,1560834,0.07643249,13174,0.15683077,True,NaN,NaN,NaN,0.38643274,46,2
-23,5000000,316.48676,2048,True,1860088,0.00010645,12629,0.13035383,False,0.46548805,0.83724123,0.0,NaN,46,0
-23,5000000,137.56335,2048,True,1860088,0.00010645,12629,0.13035383,False,0.46548805,0.83724123,0.0,NaN,46,1
-23,5000000,228.54941,2048,True,1860088,0.00010645,12629,0.13035383,False,0.46548805,0.83724123,0.0,NaN,46,2
+17,5000000,6.3980837,1024,True,1459503,0.00079137,8590,0.5401751,False,0.51000964,0.84019423,1e-08,,46,0
+17,5000000,3217.9204,1024,True,1459503,0.00079137,8590,0.5401751,False,0.51000964,0.84019423,1e-08,,46,1
+17,5000000,2827.0254,1024,True,1459503,0.00079137,8590,0.5401751,False,0.51000964,0.84019423,1e-08,,46,2
+18,5000000,1102.7771,2048,False,339502,0.01074636,7,0.17045879,False,,,,,46,0
+18,5000000,1890.0017,2048,False,339502,0.01074636,7,0.17045879,False,,,,,46,1
+18,5000000,19.374985,2048,False,339502,0.01074636,7,0.17045879,False,,,,,46,2
+19,5000000,3465.4932,2048,False,794477,0.08725644,15688,1.81178802,False,,,,,46,0
+19,5000000,2314.1572,2048,False,794477,0.08725644,15688,1.81178802,False,,,,,46,1
+19,5000000,1795.0757,2048,False,794477,0.08725644,15688,1.81178802,False,,,,,46,2
+20,5000000,3385.3118,2048,False,992679,1.025e-05,16285,0.12150006,False,,,,,46,0
+20,5000000,2174.6997,2048,False,992679,1.025e-05,16285,0.12150006,False,,,,,46,1
+20,5000000,2569.0562,2048,False,992679,1.025e-05,16285,0.12150006,False,,,,,46,2
+21,5000000,62.197906,512,False,1425501,0.00474263,4415,1.13627434,True,,,,0.64640395,46,0
+21,5000000,3183.624,512,False,1425501,0.00474263,4415,1.13627434,True,,,,0.64640395,46,1
+21,5000000,3289.8164,512,False,1425501,0.00474263,4415,1.13627434,True,,,,0.64640395,46,2
+22,5000000,2657.1045,1024,False,1560834,0.07643249,13174,0.15683077,True,,,,0.38643274,46,0
+22,5000000,1870.0735,1024,False,1560834,0.07643249,13174,0.15683077,True,,,,0.38643274,46,1
+22,5000000,2013.6267,1024,False,1560834,0.07643249,13174,0.15683077,True,,,,0.38643274,46,2
+23,5000000,316.48676,2048,True,1860088,0.00010645,12629,0.13035383,False,0.46548805,0.83724123,0.0,,46,0
+23,5000000,137.56335,2048,True,1860088,0.00010645,12629,0.13035383,False,0.46548805,0.83724123,0.0,,46,1
+23,5000000,228.54941,2048,True,1860088,0.00010645,12629,0.13035383,False,0.46548805,0.83724123,0.0,,46,2
 24,5000000,2806.96,1024,True,1605518,2.65e-06,9805,6.72272512,True,0.79200126,0.34091723,0.0,0.64218634,46,0
 24,5000000,1981.5349,1024,True,1605518,2.65e-06,9805,6.72272512,True,0.79200126,0.34091723,0.0,0.64218634,46,1
 24,5000000,2148.3445,1024,True,1605518,2.65e-06,9805,6.72272512,True,0.79200126,0.34091723,0.0,0.64218634,46,2
-25,5000000,3551.891,2048,False,217638,1.66e-06,8412,0.59075923,True,NaN,NaN,NaN,0.56544258,46,0
-25,5000000,3395.4932,2048,False,217638,1.66e-06,8412,0.59075923,True,NaN,NaN,NaN,0.56544258,46,1
-25,5000000,3485.811,2048,False,217638,1.66e-06,8412,0.59075923,True,NaN,NaN,NaN,0.56544258,46,2
-26,5000000,1021.3561,1024,True,188146,0.0001276,1574,0.80123828,False,0.42421614,0.48535966,2.56e-06,NaN,46,0
-26,5000000,1548.3197,1024,True,188146,0.0001276,1574,0.80123828,False,0.42421614,0.48535966,2.56e-06,NaN,46,1
-26,5000000,1940.4147,1024,True,188146,0.0001276,1574,0.80123828,False,0.42421614,0.48535966,2.56e-06,NaN,46,2
+25,5000000,3551.891,2048,False,217638,1.66e-06,8412,0.59075923,True,,,,0.56544258,46,0
+25,5000000,3395.4932,2048,False,217638,1.66e-06,8412,0.59075923,True,,,,0.56544258,46,1
+25,5000000,3485.811,2048,False,217638,1.66e-06,8412,0.59075923,True,,,,0.56544258,46,2
+26,5000000,1021.3561,1024,True,188146,0.0001276,1574,0.80123828,False,0.42421614,0.48535966,2.56e-06,,46,0
+26,5000000,1548.3197,1024,True,188146,0.0001276,1574,0.80123828,False,0.42421614,0.48535966,2.56e-06,,46,1
+26,5000000,1940.4147,1024,True,188146,0.0001276,1574,0.80123828,False,0.42421614,0.48535966,2.56e-06,,46,2
 27,5000000,1927.5488,512,True,1097193,5.322e-05,1887,1.77498373,True,0.45926299,0.60976417,2.65e-06,0.54132835,46,0
 27,5000000,2272.3232,512,True,1097193,5.322e-05,1887,1.77498373,True,0.45926299,0.60976417,2.65e-06,0.54132835,46,1
 27,5000000,2449.752,512,True,1097193,5.322e-05,1887,1.77498373,True,0.45926299,0.60976417,2.65e-06,0.54132835,46,2
-28,5000000,2568.33,2048,True,1334179,1.57e-06,1243,0.71091279,False,0.62641187,0.65714041,0.0,NaN,46,0
-28,5000000,3199.6313,2048,True,1334179,1.57e-06,1243,0.71091279,False,0.62641187,0.65714041,0.0,NaN,46,1
-28,5000000,1224.979,2048,True,1334179,1.57e-06,1243,0.71091279,False,0.62641187,0.65714041,0.0,NaN,46,2
-29,5000000,1729.0531,2048,True,333351,0.00114339,13833,0.29375822,False,0.89334722,0.65193694,0.0,NaN,46,0
-29,5000000,30.212648,2048,True,333351,0.00114339,13833,0.29375822,False,0.89334722,0.65193694,0.0,NaN,46,1
-29,5000000,1014.0908,2048,True,333351,0.00114339,13833,0.29375822,False,0.89334722,0.65193694,0.0,NaN,46,2
-30,5000000,5.8736653,1024,True,658050,0.01427557,4340,5.38237766,False,0.77425782,0.922965,3.89e-06,NaN,46,0
-30,5000000,2302.532,1024,True,658050,0.01427557,4340,5.38237766,False,0.77425782,0.922965,3.89e-06,NaN,46,1
-30,5000000,1273.3293,1024,True,658050,0.01427557,4340,5.38237766,False,0.77425782,0.922965,3.89e-06,NaN,46,2
-31,5000000,1026.583,1024,False,196061,0.00193106,5459,0.72007677,False,NaN,NaN,NaN,NaN,46,0
-31,5000000,1024.377,1024,False,196061,0.00193106,5459,0.72007677,False,NaN,NaN,NaN,NaN,46,1
-31,5000000,1025.1434,1024,False,196061,0.00193106,5459,0.72007677,False,NaN,NaN,NaN,NaN,46,2
+28,5000000,2568.33,2048,True,1334179,1.57e-06,1243,0.71091279,False,0.62641187,0.65714041,0.0,,46,0
+28,5000000,3199.6313,2048,True,1334179,1.57e-06,1243,0.71091279,False,0.62641187,0.65714041,0.0,,46,1
+28,5000000,1224.979,2048,True,1334179,1.57e-06,1243,0.71091279,False,0.62641187,0.65714041,0.0,,46,2
+29,5000000,1729.0531,2048,True,333351,0.00114339,13833,0.29375822,False,0.89334722,0.65193694,0.0,,46,0
+29,5000000,30.212648,2048,True,333351,0.00114339,13833,0.29375822,False,0.89334722,0.65193694,0.0,,46,1
+29,5000000,1014.0908,2048,True,333351,0.00114339,13833,0.29375822,False,0.89334722,0.65193694,0.0,,46,2
+30,5000000,5.8736653,1024,True,658050,0.01427557,4340,5.38237766,False,0.77425782,0.922965,3.89e-06,,46,0
+30,5000000,2302.532,1024,True,658050,0.01427557,4340,5.38237766,False,0.77425782,0.922965,3.89e-06,,46,1
+30,5000000,1273.3293,1024,True,658050,0.01427557,4340,5.38237766,False,0.77425782,0.922965,3.89e-06,,46,2
+31,5000000,1026.583,1024,False,196061,0.00193106,5459,0.72007677,False,,,,,46,0
+31,5000000,1024.377,1024,False,196061,0.00193106,5459,0.72007677,False,,,,,46,1
+31,5000000,1025.1434,1024,False,196061,0.00193106,5459,0.72007677,False,,,,,46,2

rs/brax_humanoid_ppo.csv

@@ -60,7 +60,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 19,50000000,-1271.7092,0.07495871,0.34697422,0.98159927,5.84e-06,0.87212391,2048,True,0.46718351,0.83889809,42,1
 19,50000000,-1100.2964,0.07495871,0.34697422,0.98159927,5.84e-06,0.87212391,2048,True,0.46718351,0.83889809,42,2
 20,50000000,-619196.5,0.29563772,0.00231601,0.86923456,0.00018289,0.9148459,512,True,0.26753486,0.42678891,42,0
-20,50000000,-1017196700000.0001,0.29563772,0.00231601,0.86923456,0.00018289,0.9148459,512,True,0.26753486,0.42678891,42,1
+20,50000000,-1017196700000.0,0.29563772,0.00231601,0.86923456,0.00018289,0.9148459,512,True,0.26753486,0.42678891,42,1
 20,50000000,-267699170.0,0.29563772,0.00231601,0.86923456,0.00018289,0.9148459,512,True,0.26753486,0.42678891,42,2
 21,50000000,-824295940.0,0.18886297,0.26382387,0.820586,0.03070097,0.86699376,2048,True,0.11909139,0.83021986,42,0
 21,50000000,-5621687.0,0.18886297,0.26382387,0.820586,0.03070097,0.86699376,2048,True,0.11909139,0.83021986,42,1
@@ -353,7 +353,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 21,50000000,278.04553,0.04896741,0.20638513,0.83953438,0.00017523,0.67588089,512,True,0.3707786,0.67280766,43,0
 21,50000000,265.0771,0.04896741,0.20638513,0.83953438,0.00017523,0.67588089,512,True,0.3707786,0.67280766,43,1
 21,50000000,-276488.1,0.04896741,0.20638513,0.83953438,0.00017523,0.67588089,512,True,0.3707786,0.67280766,43,2
-22,50000000,-948495059999.9999,0.20340611,0.02350172,0.84958478,0.00282778,0.88742018,512,False,0.08991456,0.15396277,43,0
+22,50000000,-948495060000.0,0.20340611,0.02350172,0.84958478,0.00282778,0.88742018,512,False,0.08991456,0.15396277,43,0
 22,50000000,-471477630.0,0.20340611,0.02350172,0.84958478,0.00282778,0.88742018,512,False,0.08991456,0.15396277,43,1
 22,50000000,-30166893000.0,0.20340611,0.02350172,0.84958478,0.00282778,0.88742018,512,False,0.08991456,0.15396277,43,2
 23,50000000,-122.8799,0.02106253,0.17723581,0.8420238,3.63e-06,0.8270393,512,False,0.31613582,0.35105253,43,0
@@ -362,7 +362,7 @@ config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae
 24,50000000,4987.877,0.42242496,0.45492702,0.90785488,0.00064086,0.85042792,2048,True,0.46269378,0.17240769,43,0
 24,50000000,8271.419,0.42242496,0.45492702,0.90785488,0.00064086,0.85042792,2048,True,0.46269378,0.17240769,43,1
 24,50000000,6474.6836,0.42242496,0.45492702,0.90785488,0.00064086,0.85042792,2048,True,0.46269378,0.17240769,43,2
-25,50000000,-4128894000000.0005,0.11613369,0.49936247,0.88128633,8.543e-05,0.59307209,2048,True,0.45113934,0.37179521,43,0
+25,50000000,-4128894000000.001,0.11613369,0.49936247,0.88128633,8.543e-05,0.59307209,2048,True,0.45113934,0.37179521,43,0
 25,50000000,-640445.1,0.11613369,0.49936247,0.88128633,8.543e-05,0.59307209,2048,True,0.45113934,0.37179521,43,1
 25,50000000,-63772866000000.0,0.11613369,0.49936247,0.88128633,8.543e-05,0.59307209,2048,True,0.45113934,0.37179521,43,2
 26,50000000,-261.1988,0.19091284,0.33159174,0.87862669,0.00108577,0.35496811,2048,False,0.18605833,0.752156,43,0

rs/brax_humanoid_sac.csv

@@ -2,180 +2,180 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 0,5000000,5609.546,2048,True,1137098,0.00347027,5311,1.67380858,True,0.98339858,0.02313231,1e-08,0.18163101,42,0
 0,5000000,5094.7515,2048,True,1137098,0.00347027,5311,1.67380858,True,0.98339858,0.02313231,1e-08,0.18163101,42,1
 0,5000000,6083.082,2048,True,1137098,0.00347027,5311,1.67380858,True,0.98339858,0.02313231,1e-08,0.18163101,42,2
-1,5000000,4362.4004,1024,False,1272765,2.77e-06,8529,0.35644979,True,NaN,NaN,NaN,0.88834062,42,0
-1,5000000,56.804924,1024,False,1272765,2.77e-06,8529,0.35644979,True,NaN,NaN,NaN,0.88834062,42,1
-1,5000000,4434.535,1024,False,1272765,2.77e-06,8529,0.35644979,True,NaN,NaN,NaN,0.88834062,42,2
-2,5000000,1649.2705,1024,True,123433,0.00152073,1678,1.77299739,False,0.80936575,0.43283671,1.2e-07,NaN,42,0
-2,5000000,447.6857,1024,True,123433,0.00152073,1678,1.77299739,False,0.80936575,0.43283671,1.2e-07,NaN,42,1
-2,5000000,517.28046,1024,True,123433,0.00152073,1678,1.77299739,False,0.80936575,0.43283671,1.2e-07,NaN,42,2
-3,5000000,4344.091,1024,True,814192,1.46e-06,5791,2.86043904,False,0.51311679,0.71403804,1e-07,NaN,42,0
-3,5000000,4469.457,1024,True,814192,1.46e-06,5791,2.86043904,False,0.51311679,0.71403804,1e-07,NaN,42,1
-3,5000000,4494.327,1024,True,814192,1.46e-06,5791,2.86043904,False,0.51311679,0.71403804,1e-07,NaN,42,2
-4,5000000,74.13356,512,False,991222,0.00426362,12874,7.59043883,True,NaN,NaN,NaN,0.63482724,42,0
-4,5000000,168.85178,512,False,991222,0.00426362,12874,7.59043883,True,NaN,NaN,NaN,0.63482724,42,1
-4,5000000,82.96983,512,False,991222,0.00426362,12874,7.59043883,True,NaN,NaN,NaN,0.63482724,42,2
-5,5000000,393.72916,512,False,1355228,0.00547764,699,0.34431006,True,NaN,NaN,NaN,0.50650113,42,0
-5,5000000,3983.9824,512,False,1355228,0.00547764,699,0.34431006,True,NaN,NaN,NaN,0.50650113,42,1
-5,5000000,4572.6133,512,False,1355228,0.00547764,699,0.34431006,True,NaN,NaN,NaN,0.50650113,42,2
-6,5000000,208.6857,2048,False,1143448,0.01565552,15338,8.52125694,True,NaN,NaN,NaN,0.5537344,42,0
-6,5000000,209.81345,2048,False,1143448,0.01565552,15338,8.52125694,True,NaN,NaN,NaN,0.5537344,42,1
-6,5000000,211.0852,2048,False,1143448,0.01565552,15338,8.52125694,True,NaN,NaN,NaN,0.5537344,42,2
-7,5000000,209.97734,2048,True,1905074,3.81e-06,11151,1.70490505,False,0.68712413,0.64003956,1.138e-05,NaN,42,0
-7,5000000,94.357254,2048,True,1905074,3.81e-06,11151,1.70490505,False,0.68712413,0.64003956,1.138e-05,NaN,42,1
-7,5000000,397.83337,2048,True,1905074,3.81e-06,11151,1.70490505,False,0.68712413,0.64003956,1.138e-05,NaN,42,2
-8,5000000,332.13272,1024,False,1257469,3.9e-06,11657,2.90599934,False,NaN,NaN,NaN,NaN,42,0
-8,5000000,2749.9883,1024,False,1257469,3.9e-06,11657,2.90599934,False,NaN,NaN,NaN,NaN,42,1
-8,5000000,280.79205,1024,False,1257469,3.9e-06,11657,2.90599934,False,NaN,NaN,NaN,NaN,42,2
+1,5000000,4362.4004,1024,False,1272765,2.77e-06,8529,0.35644979,True,,,,0.88834062,42,0
+1,5000000,56.804924,1024,False,1272765,2.77e-06,8529,0.35644979,True,,,,0.88834062,42,1
+1,5000000,4434.535,1024,False,1272765,2.77e-06,8529,0.35644979,True,,,,0.88834062,42,2
+2,5000000,1649.2705,1024,True,123433,0.00152073,1678,1.77299739,False,0.80936575,0.43283671,1.2e-07,,42,0
+2,5000000,447.6857,1024,True,123433,0.00152073,1678,1.77299739,False,0.80936575,0.43283671,1.2e-07,,42,1
+2,5000000,517.28046,1024,True,123433,0.00152073,1678,1.77299739,False,0.80936575,0.43283671,1.2e-07,,42,2
+3,5000000,4344.091,1024,True,814192,1.46e-06,5791,2.86043904,False,0.51311679,0.71403804,1e-07,,42,0
+3,5000000,4469.457,1024,True,814192,1.46e-06,5791,2.86043904,False,0.51311679,0.71403804,1e-07,,42,1
+3,5000000,4494.327,1024,True,814192,1.46e-06,5791,2.86043904,False,0.51311679,0.71403804,1e-07,,42,2
+4,5000000,74.13356,512,False,991222,0.00426362,12874,7.59043883,True,,,,0.63482724,42,0
+4,5000000,168.85178,512,False,991222,0.00426362,12874,7.59043883,True,,,,0.63482724,42,1
+4,5000000,82.96983,512,False,991222,0.00426362,12874,7.59043883,True,,,,0.63482724,42,2
+5,5000000,393.72916,512,False,1355228,0.00547764,699,0.34431006,True,,,,0.50650113,42,0
+5,5000000,3983.9824,512,False,1355228,0.00547764,699,0.34431006,True,,,,0.50650113,42,1
+5,5000000,4572.6133,512,False,1355228,0.00547764,699,0.34431006,True,,,,0.50650113,42,2
+6,5000000,208.6857,2048,False,1143448,0.01565552,15338,8.52125694,True,,,,0.5537344,42,0
+6,5000000,209.81345,2048,False,1143448,0.01565552,15338,8.52125694,True,,,,0.5537344,42,1
+6,5000000,211.0852,2048,False,1143448,0.01565552,15338,8.52125694,True,,,,0.5537344,42,2
+7,5000000,209.97734,2048,True,1905074,3.81e-06,11151,1.70490505,False,0.68712413,0.64003956,1.138e-05,,42,0
+7,5000000,94.357254,2048,True,1905074,3.81e-06,11151,1.70490505,False,0.68712413,0.64003956,1.138e-05,,42,1
+7,5000000,397.83337,2048,True,1905074,3.81e-06,11151,1.70490505,False,0.68712413,0.64003956,1.138e-05,,42,2
+8,5000000,332.13272,1024,False,1257469,3.9e-06,11657,2.90599934,False,,,,,42,0
+8,5000000,2749.9883,1024,False,1257469,3.9e-06,11657,2.90599934,False,,,,,42,1
+8,5000000,280.79205,1024,False,1257469,3.9e-06,11657,2.90599934,False,,,,,42,2
 9,5000000,4473.2646,2048,True,1847206,0.00484371,2539,0.71151318,True,0.38052809,0.7558444,1.3e-07,0.47397404,42,0
 9,5000000,4467.4355,2048,True,1847206,0.00484371,2539,0.71151318,True,0.38052809,0.7558444,1.3e-07,0.47397404,42,1
 9,5000000,4566.0645,2048,True,1847206,0.00484371,2539,0.71151318,True,0.38052809,0.7558444,1.3e-07,0.47397404,42,2
-10,5000000,320.36334,512,True,214944,1.15e-06,11003,1.8146684,False,0.95911538,0.1779831,6e-08,NaN,42,0
-10,5000000,391.63016,512,True,214944,1.15e-06,11003,1.8146684,False,0.95911538,0.1779831,6e-08,NaN,42,1
-10,5000000,58.51066,512,True,214944,1.15e-06,11003,1.8146684,False,0.95911538,0.1779831,6e-08,NaN,42,2
+10,5000000,320.36334,512,True,214944,1.15e-06,11003,1.8146684,False,0.95911538,0.1779831,6e-08,,42,0
+10,5000000,391.63016,512,True,214944,1.15e-06,11003,1.8146684,False,0.95911538,0.1779831,6e-08,,42,1
+10,5000000,58.51066,512,True,214944,1.15e-06,11003,1.8146684,False,0.95911538,0.1779831,6e-08,,42,2
 11,5000000,4151.705,1024,True,1466609,7.626e-05,4158,0.67552123,True,0.58929804,0.21299488,6.1e-06,0.48144859,42,0
 11,5000000,3881.3984,1024,True,1466609,7.626e-05,4158,0.67552123,True,0.58929804,0.21299488,6.1e-06,0.48144859,42,1
 11,5000000,340.1338,1024,True,1466609,7.626e-05,4158,0.67552123,True,0.58929804,0.21299488,6.1e-06,0.48144859,42,2
-12,5000000,0.0,1024,False,2276,0.03279105,10209,7.92576602,False,NaN,NaN,NaN,NaN,42,0
-12,5000000,3474.9739,1024,False,2276,0.03279105,10209,7.92576602,False,NaN,NaN,NaN,NaN,42,1
-12,5000000,206.00766,1024,False,2276,0.03279105,10209,7.92576602,False,NaN,NaN,NaN,NaN,42,2
-13,5000000,0.0,1024,True,1420208,2.89e-06,4432,0.93120644,False,0.69029385,0.3606052,6.6e-07,NaN,42,0
-13,5000000,64.92504,1024,True,1420208,2.89e-06,4432,0.93120644,False,0.69029385,0.3606052,6.6e-07,NaN,42,1
-13,5000000,135.96532,1024,True,1420208,2.89e-06,4432,0.93120644,False,0.69029385,0.3606052,6.6e-07,NaN,42,2
-14,5000000,656.43274,2048,False,1243653,6.032e-05,1605,0.2222016,False,NaN,NaN,NaN,NaN,42,0
-14,5000000,2744.0574,2048,False,1243653,6.032e-05,1605,0.2222016,False,NaN,NaN,NaN,NaN,42,1
-14,5000000,4883.318,2048,False,1243653,6.032e-05,1605,0.2222016,False,NaN,NaN,NaN,NaN,42,2
+12,5000000,0.0,1024,False,2276,0.03279105,10209,7.92576602,False,,,,,42,0
+12,5000000,3474.9739,1024,False,2276,0.03279105,10209,7.92576602,False,,,,,42,1
+12,5000000,206.00766,1024,False,2276,0.03279105,10209,7.92576602,False,,,,,42,2
+13,5000000,0.0,1024,True,1420208,2.89e-06,4432,0.93120644,False,0.69029385,0.3606052,6.6e-07,,42,0
+13,5000000,64.92504,1024,True,1420208,2.89e-06,4432,0.93120644,False,0.69029385,0.3606052,6.6e-07,,42,1
+13,5000000,135.96532,1024,True,1420208,2.89e-06,4432,0.93120644,False,0.69029385,0.3606052,6.6e-07,,42,2
+14,5000000,656.43274,2048,False,1243653,6.032e-05,1605,0.2222016,False,,,,,42,0
+14,5000000,2744.0574,2048,False,1243653,6.032e-05,1605,0.2222016,False,,,,,42,1
+14,5000000,4883.318,2048,False,1243653,6.032e-05,1605,0.2222016,False,,,,,42,2
 15,5000000,497.13177,1024,True,590857,1.02e-05,14231,8.51243525,True,0.0576137,0.82688135,4e-08,0.90067077,42,0
 15,5000000,1033.934,1024,True,590857,1.02e-05,14231,8.51243525,True,0.0576137,0.82688135,4e-08,0.90067077,42,1
 15,5000000,4373.223,1024,True,590857,1.02e-05,14231,8.51243525,True,0.0576137,0.82688135,4e-08,0.90067077,42,2
-16,5000000,1192.5724,512,False,1585190,0.00137575,9446,2.59394595,True,NaN,NaN,NaN,0.18978174,42,0
-16,5000000,0.0,512,False,1585190,0.00137575,9446,2.59394595,True,NaN,NaN,NaN,0.18978174,42,1
-16,5000000,822.27747,512,False,1585190,0.00137575,9446,2.59394595,True,NaN,NaN,NaN,0.18978174,42,2
-17,5000000,439.2044,1024,False,231227,0.00304266,11641,6.62784581,True,NaN,NaN,NaN,0.23235877,42,0
-17,5000000,726.5398,1024,False,231227,0.00304266,11641,6.62784581,True,NaN,NaN,NaN,0.23235877,42,1
-17,5000000,782.6377,1024,False,231227,0.00304266,11641,6.62784581,True,NaN,NaN,NaN,0.23235877,42,2
-18,5000000,902.5901,1024,True,1196913,0.06387804,9984,6.25329013,False,0.71691861,0.76770272,2e-08,NaN,42,0
-18,5000000,851.43506,1024,True,1196913,0.06387804,9984,6.25329013,False,0.71691861,0.76770272,2e-08,NaN,42,1
-18,5000000,2086.581,1024,True,1196913,0.06387804,9984,6.25329013,False,0.71691861,0.76770272,2e-08,NaN,42,2
+16,5000000,1192.5724,512,False,1585190,0.00137575,9446,2.59394595,True,,,,0.18978174,42,0
+16,5000000,0.0,512,False,1585190,0.00137575,9446,2.59394595,True,,,,0.18978174,42,1
+16,5000000,822.27747,512,False,1585190,0.00137575,9446,2.59394595,True,,,,0.18978174,42,2
+17,5000000,439.2044,1024,False,231227,0.00304266,11641,6.62784581,True,,,,0.23235877,42,0
+17,5000000,726.5398,1024,False,231227,0.00304266,11641,6.62784581,True,,,,0.23235877,42,1
+17,5000000,782.6377,1024,False,231227,0.00304266,11641,6.62784581,True,,,,0.23235877,42,2
+18,5000000,902.5901,1024,True,1196913,0.06387804,9984,6.25329013,False,0.71691861,0.76770272,2e-08,,42,0
+18,5000000,851.43506,1024,True,1196913,0.06387804,9984,6.25329013,False,0.71691861,0.76770272,2e-08,,42,1
+18,5000000,2086.581,1024,True,1196913,0.06387804,9984,6.25329013,False,0.71691861,0.76770272,2e-08,,42,2
 19,5000000,144.40697,2048,True,1729120,0.01063102,8356,1.84706232,True,0.81926913,0.275383,3e-08,0.49255689,42,0
 19,5000000,93.97957,2048,True,1729120,0.01063102,8356,1.84706232,True,0.81926913,0.275383,3e-08,0.49255689,42,1
 19,5000000,79.18258,2048,True,1729120,0.01063102,8356,1.84706232,True,0.81926913,0.275383,3e-08,0.49255689,42,2
-20,5000000,67.99548,1024,True,1363437,7.22e-06,5475,0.10519417,False,0.57756143,0.36033266,0.0,NaN,42,0
-20,5000000,3876.2112,1024,True,1363437,7.22e-06,5475,0.10519417,False,0.57756143,0.36033266,0.0,NaN,42,1
-20,5000000,130.95277,1024,True,1363437,7.22e-06,5475,0.10519417,False,0.57756143,0.36033266,0.0,NaN,42,2
-21,5000000,4487.6055,512,False,701804,0.00023506,12312,8.61784694,True,NaN,NaN,NaN,0.70851942,42,0
-21,5000000,4392.5894,512,False,701804,0.00023506,12312,8.61784694,True,NaN,NaN,NaN,0.70851942,42,1
-21,5000000,4531.4697,512,False,701804,0.00023506,12312,8.61784694,True,NaN,NaN,NaN,0.70851942,42,2
-22,5000000,210.54726,1024,True,1799894,1.88e-06,2667,0.42715026,False,0.42333102,0.39012425,0.0,NaN,42,0
-22,5000000,209.74182,1024,True,1799894,1.88e-06,2667,0.42715026,False,0.42333102,0.39012425,0.0,NaN,42,1
-22,5000000,208.59811,1024,True,1799894,1.88e-06,2667,0.42715026,False,0.42333102,0.39012425,0.0,NaN,42,2
-23,5000000,208.84436,512,False,434840,1.68e-06,1828,5.7310819,False,NaN,NaN,NaN,NaN,42,0
-23,5000000,215.59393,512,False,434840,1.68e-06,1828,5.7310819,False,NaN,NaN,NaN,NaN,42,1
-23,5000000,64.33522,512,False,434840,1.68e-06,1828,5.7310819,False,NaN,NaN,NaN,NaN,42,2
-24,5000000,158.09842,2048,True,766561,2.316e-05,13774,0.10236801,False,0.85269484,0.35433112,9.71e-06,NaN,42,0
-24,5000000,77.857056,2048,True,766561,2.316e-05,13774,0.10236801,False,0.85269484,0.35433112,9.71e-06,NaN,42,1
-24,5000000,66.341385,2048,True,766561,2.316e-05,13774,0.10236801,False,0.85269484,0.35433112,9.71e-06,NaN,42,2
-25,5000000,5329.028,2048,True,1941897,0.03495478,10177,1.8535803,False,0.3982297,0.77314557,2.3e-07,NaN,42,0
-25,5000000,5612.933,2048,True,1941897,0.03495478,10177,1.8535803,False,0.3982297,0.77314557,2.3e-07,NaN,42,1
-25,5000000,2603.2646,2048,True,1941897,0.03495478,10177,1.8535803,False,0.3982297,0.77314557,2.3e-07,NaN,42,2
-26,5000000,198.13162,512,True,228310,0.09674366,10396,0.35198086,False,0.76249314,0.74837864,2.3e-07,NaN,42,0
-26,5000000,84.04155,512,True,228310,0.09674366,10396,0.35198086,False,0.76249314,0.74837864,2.3e-07,NaN,42,1
-26,5000000,96.18918,512,True,228310,0.09674366,10396,0.35198086,False,0.76249314,0.74837864,2.3e-07,NaN,42,2
-27,5000000,373.23743,512,True,1602429,1.342e-05,4167,3.15009229,False,0.5640522,0.35712066,6.9e-07,NaN,42,0
-27,5000000,477.7743,512,True,1602429,1.342e-05,4167,3.15009229,False,0.5640522,0.35712066,6.9e-07,NaN,42,1
-27,5000000,528.0478,512,True,1602429,1.342e-05,4167,3.15009229,False,0.5640522,0.35712066,6.9e-07,NaN,42,2
-28,5000000,405.84326,2048,False,1598714,0.00058211,4109,0.31203727,False,NaN,NaN,NaN,NaN,42,0
-28,5000000,598.078,2048,False,1598714,0.00058211,4109,0.31203727,False,NaN,NaN,NaN,NaN,42,1
-28,5000000,2028.7574,2048,False,1598714,0.00058211,4109,0.31203727,False,NaN,NaN,NaN,NaN,42,2
-29,5000000,95.03225,1024,False,996067,0.00188385,529,0.5567975,False,NaN,NaN,NaN,NaN,42,0
-29,5000000,114.576614,1024,False,996067,0.00188385,529,0.5567975,False,NaN,NaN,NaN,NaN,42,1
-29,5000000,78.2773,1024,False,996067,0.00188385,529,0.5567975,False,NaN,NaN,NaN,NaN,42,2
-30,5000000,4622.246,2048,True,93348,0.00017055,16001,0.17547685,False,0.48509811,0.58431111,0.0,NaN,42,0
-30,5000000,4512.161,2048,True,93348,0.00017055,16001,0.17547685,False,0.48509811,0.58431111,0.0,NaN,42,1
-30,5000000,4851.592,2048,True,93348,0.00017055,16001,0.17547685,False,0.48509811,0.58431111,0.0,NaN,42,2
+20,5000000,67.99548,1024,True,1363437,7.22e-06,5475,0.10519417,False,0.57756143,0.36033266,0.0,,42,0
+20,5000000,3876.2112,1024,True,1363437,7.22e-06,5475,0.10519417,False,0.57756143,0.36033266,0.0,,42,1
+20,5000000,130.95277,1024,True,1363437,7.22e-06,5475,0.10519417,False,0.57756143,0.36033266,0.0,,42,2
+21,5000000,4487.6055,512,False,701804,0.00023506,12312,8.61784694,True,,,,0.70851942,42,0
+21,5000000,4392.5894,512,False,701804,0.00023506,12312,8.61784694,True,,,,0.70851942,42,1
+21,5000000,4531.4697,512,False,701804,0.00023506,12312,8.61784694,True,,,,0.70851942,42,2
+22,5000000,210.54726,1024,True,1799894,1.88e-06,2667,0.42715026,False,0.42333102,0.39012425,0.0,,42,0
+22,5000000,209.74182,1024,True,1799894,1.88e-06,2667,0.42715026,False,0.42333102,0.39012425,0.0,,42,1
+22,5000000,208.59811,1024,True,1799894,1.88e-06,2667,0.42715026,False,0.42333102,0.39012425,0.0,,42,2
+23,5000000,208.84436,512,False,434840,1.68e-06,1828,5.7310819,False,,,,,42,0
+23,5000000,215.59393,512,False,434840,1.68e-06,1828,5.7310819,False,,,,,42,1
+23,5000000,64.33522,512,False,434840,1.68e-06,1828,5.7310819,False,,,,,42,2
+24,5000000,158.09842,2048,True,766561,2.316e-05,13774,0.10236801,False,0.85269484,0.35433112,9.71e-06,,42,0
+24,5000000,77.857056,2048,True,766561,2.316e-05,13774,0.10236801,False,0.85269484,0.35433112,9.71e-06,,42,1
+24,5000000,66.341385,2048,True,766561,2.316e-05,13774,0.10236801,False,0.85269484,0.35433112,9.71e-06,,42,2
+25,5000000,5329.028,2048,True,1941897,0.03495478,10177,1.8535803,False,0.3982297,0.77314557,2.3e-07,,42,0
+25,5000000,5612.933,2048,True,1941897,0.03495478,10177,1.8535803,False,0.3982297,0.77314557,2.3e-07,,42,1
+25,5000000,2603.2646,2048,True,1941897,0.03495478,10177,1.8535803,False,0.3982297,0.77314557,2.3e-07,,42,2
+26,5000000,198.13162,512,True,228310,0.09674366,10396,0.35198086,False,0.76249314,0.74837864,2.3e-07,,42,0
+26,5000000,84.04155,512,True,228310,0.09674366,10396,0.35198086,False,0.76249314,0.74837864,2.3e-07,,42,1
+26,5000000,96.18918,512,True,228310,0.09674366,10396,0.35198086,False,0.76249314,0.74837864,2.3e-07,,42,2
+27,5000000,373.23743,512,True,1602429,1.342e-05,4167,3.15009229,False,0.5640522,0.35712066,6.9e-07,,42,0
+27,5000000,477.7743,512,True,1602429,1.342e-05,4167,3.15009229,False,0.5640522,0.35712066,6.9e-07,,42,1
+27,5000000,528.0478,512,True,1602429,1.342e-05,4167,3.15009229,False,0.5640522,0.35712066,6.9e-07,,42,2
+28,5000000,405.84326,2048,False,1598714,0.00058211,4109,0.31203727,False,,,,,42,0
+28,5000000,598.078,2048,False,1598714,0.00058211,4109,0.31203727,False,,,,,42,1
+28,5000000,2028.7574,2048,False,1598714,0.00058211,4109,0.31203727,False,,,,,42,2
+29,5000000,95.03225,1024,False,996067,0.00188385,529,0.5567975,False,,,,,42,0
+29,5000000,114.576614,1024,False,996067,0.00188385,529,0.5567975,False,,,,,42,1
+29,5000000,78.2773,1024,False,996067,0.00188385,529,0.5567975,False,,,,,42,2
+30,5000000,4622.246,2048,True,93348,0.00017055,16001,0.17547685,False,0.48509811,0.58431111,0.0,,42,0
+30,5000000,4512.161,2048,True,93348,0.00017055,16001,0.17547685,False,0.48509811,0.58431111,0.0,,42,1
+30,5000000,4851.592,2048,True,93348,0.00017055,16001,0.17547685,False,0.48509811,0.58431111,0.0,,42,2
 31,5000000,4248.183,2048,True,1831325,0.02210675,3072,2.00662378,True,0.75490348,0.76753896,4e-08,0.33509742,42,0
 31,5000000,4401.416,2048,True,1831325,0.02210675,3072,2.00662378,True,0.75490348,0.76753896,4e-08,0.33509742,42,1
 31,5000000,4299.9443,2048,True,1831325,0.02210675,3072,2.00662378,True,0.75490348,0.76753896,4e-08,0.33509742,42,2
-0,5000000,2443.0278,2048,False,1885761,0.00137075,3089,0.76043444,True,NaN,NaN,NaN,0.57306547,45,0
-0,5000000,4368.755,2048,False,1885761,0.00137075,3089,0.76043444,True,NaN,NaN,NaN,0.57306547,45,1
-0,5000000,4774.5015,2048,False,1885761,0.00137075,3089,0.76043444,True,NaN,NaN,NaN,0.57306547,45,2
-1,5000000,67.104935,512,False,1531666,0.0832114,13847,0.23740587,False,NaN,NaN,NaN,NaN,45,0
-1,5000000,4312.2803,512,False,1531666,0.0832114,13847,0.23740587,False,NaN,NaN,NaN,NaN,45,1
-1,5000000,156.8743,512,False,1531666,0.0832114,13847,0.23740587,False,NaN,NaN,NaN,NaN,45,2
-2,5000000,4189.907,512,True,39691,3.086e-05,6886,2.1212451,False,0.07966616,0.87553353,6.668e-05,NaN,45,0
-2,5000000,4064.5928,512,True,39691,3.086e-05,6886,2.1212451,False,0.07966616,0.87553353,6.668e-05,NaN,45,1
-2,5000000,3998.2322,512,True,39691,3.086e-05,6886,2.1212451,False,0.07966616,0.87553353,6.668e-05,NaN,45,2
-3,5000000,3966.7815,512,False,1460277,0.00139026,4794,0.51309419,False,NaN,NaN,NaN,NaN,45,0
-3,5000000,4902.2207,512,False,1460277,0.00139026,4794,0.51309419,False,NaN,NaN,NaN,NaN,45,1
-3,5000000,4907.3374,512,False,1460277,0.00139026,4794,0.51309419,False,NaN,NaN,NaN,NaN,45,2
-4,5000000,4170.457,1024,False,851395,0.0015119,10308,0.23587596,True,NaN,NaN,NaN,0.3766695,45,0
-4,5000000,4995.7456,1024,False,851395,0.0015119,10308,0.23587596,True,NaN,NaN,NaN,0.3766695,45,1
-4,5000000,5050.7793,1024,False,851395,0.0015119,10308,0.23587596,True,NaN,NaN,NaN,0.3766695,45,2
-5,5000000,4582.976,2048,True,1936096,0.00010176,10780,0.37185759,False,0.76875422,0.9643479,1.568e-05,NaN,45,0
-5,5000000,4670.627,2048,True,1936096,0.00010176,10780,0.37185759,False,0.76875422,0.9643479,1.568e-05,NaN,45,1
-5,5000000,4545.921,2048,True,1936096,0.00010176,10780,0.37185759,False,0.76875422,0.9643479,1.568e-05,NaN,45,2
-6,5000000,428.69916,512,False,489116,1.02e-05,7757,4.64426372,False,NaN,NaN,NaN,NaN,45,0
-6,5000000,404.61118,512,False,489116,1.02e-05,7757,4.64426372,False,NaN,NaN,NaN,NaN,45,1
-6,5000000,622.04254,512,False,489116,1.02e-05,7757,4.64426372,False,NaN,NaN,NaN,NaN,45,2
-7,5000000,472.2959,2048,False,1666568,5.52e-06,10689,0.20204641,False,NaN,NaN,NaN,NaN,45,0
-7,5000000,366.4475,2048,False,1666568,5.52e-06,10689,0.20204641,False,NaN,NaN,NaN,NaN,45,1
-7,5000000,813.8328,2048,False,1666568,5.52e-06,10689,0.20204641,False,NaN,NaN,NaN,NaN,45,2
-8,5000000,596.4242,512,False,244867,0.03927647,7859,7.48780068,False,NaN,NaN,NaN,NaN,45,0
-8,5000000,801.8754,512,False,244867,0.03927647,7859,7.48780068,False,NaN,NaN,NaN,NaN,45,1
-8,5000000,752.5011,512,False,244867,0.03927647,7859,7.48780068,False,NaN,NaN,NaN,NaN,45,2
-9,5000000,483.77222,2048,False,1348625,0.02014459,6383,0.62221325,False,NaN,NaN,NaN,NaN,45,0
-9,5000000,1750.8932,2048,False,1348625,0.02014459,6383,0.62221325,False,NaN,NaN,NaN,NaN,45,1
-9,5000000,1202.5962,2048,False,1348625,0.02014459,6383,0.62221325,False,NaN,NaN,NaN,NaN,45,2
-10,5000000,4532.3696,512,False,1179736,2.115e-05,2415,0.12177071,True,NaN,NaN,NaN,0.29382506,45,0
-10,5000000,4607.5176,512,False,1179736,2.115e-05,2415,0.12177071,True,NaN,NaN,NaN,0.29382506,45,1
-10,5000000,4450.675,512,False,1179736,2.115e-05,2415,0.12177071,True,NaN,NaN,NaN,0.29382506,45,2
-11,5000000,4436.819,1024,True,632547,0.00541226,11985,0.96123879,False,0.58829556,0.87119143,1e-08,NaN,45,0
-11,5000000,75.61464,1024,True,632547,0.00541226,11985,0.96123879,False,0.58829556,0.87119143,1e-08,NaN,45,1
-11,5000000,579.09106,1024,True,632547,0.00541226,11985,0.96123879,False,0.58829556,0.87119143,1e-08,NaN,45,2
-12,5000000,4685.092,512,False,1920777,0.03921479,12827,0.77689218,False,NaN,NaN,NaN,NaN,45,0
-12,5000000,4653.9937,512,False,1920777,0.03921479,12827,0.77689218,False,NaN,NaN,NaN,NaN,45,1
-12,5000000,4646.1265,512,False,1920777,0.03921479,12827,0.77689218,False,NaN,NaN,NaN,NaN,45,2
-13,5000000,4502.44,1024,False,1841111,0.00302509,5028,2.42800938,False,NaN,NaN,NaN,NaN,45,0
-13,5000000,4367.505,1024,False,1841111,0.00302509,5028,2.42800938,False,NaN,NaN,NaN,NaN,45,1
-13,5000000,3499.5583,1024,False,1841111,0.00302509,5028,2.42800938,False,NaN,NaN,NaN,NaN,45,2
+0,5000000,2443.0278,2048,False,1885761,0.00137075,3089,0.76043444,True,,,,0.57306547,45,0
+0,5000000,4368.755,2048,False,1885761,0.00137075,3089,0.76043444,True,,,,0.57306547,45,1
+0,5000000,4774.5015,2048,False,1885761,0.00137075,3089,0.76043444,True,,,,0.57306547,45,2
+1,5000000,67.104935,512,False,1531666,0.0832114,13847,0.23740587,False,,,,,45,0
+1,5000000,4312.2803,512,False,1531666,0.0832114,13847,0.23740587,False,,,,,45,1
+1,5000000,156.8743,512,False,1531666,0.0832114,13847,0.23740587,False,,,,,45,2
+2,5000000,4189.907,512,True,39691,3.086e-05,6886,2.1212451,False,0.07966616,0.87553353,6.668e-05,,45,0
+2,5000000,4064.5928,512,True,39691,3.086e-05,6886,2.1212451,False,0.07966616,0.87553353,6.668e-05,,45,1
+2,5000000,3998.2322,512,True,39691,3.086e-05,6886,2.1212451,False,0.07966616,0.87553353,6.668e-05,,45,2
+3,5000000,3966.7815,512,False,1460277,0.00139026,4794,0.51309419,False,,,,,45,0
+3,5000000,4902.2207,512,False,1460277,0.00139026,4794,0.51309419,False,,,,,45,1
+3,5000000,4907.3374,512,False,1460277,0.00139026,4794,0.51309419,False,,,,,45,2
+4,5000000,4170.457,1024,False,851395,0.0015119,10308,0.23587596,True,,,,0.3766695,45,0
+4,5000000,4995.7456,1024,False,851395,0.0015119,10308,0.23587596,True,,,,0.3766695,45,1
+4,5000000,5050.7793,1024,False,851395,0.0015119,10308,0.23587596,True,,,,0.3766695,45,2
+5,5000000,4582.976,2048,True,1936096,0.00010176,10780,0.37185759,False,0.76875422,0.9643479,1.568e-05,,45,0
+5,5000000,4670.627,2048,True,1936096,0.00010176,10780,0.37185759,False,0.76875422,0.9643479,1.568e-05,,45,1
+5,5000000,4545.921,2048,True,1936096,0.00010176,10780,0.37185759,False,0.76875422,0.9643479,1.568e-05,,45,2
+6,5000000,428.69916,512,False,489116,1.02e-05,7757,4.64426372,False,,,,,45,0
+6,5000000,404.61118,512,False,489116,1.02e-05,7757,4.64426372,False,,,,,45,1
+6,5000000,622.04254,512,False,489116,1.02e-05,7757,4.64426372,False,,,,,45,2
+7,5000000,472.2959,2048,False,1666568,5.52e-06,10689,0.20204641,False,,,,,45,0
+7,5000000,366.4475,2048,False,1666568,5.52e-06,10689,0.20204641,False,,,,,45,1
+7,5000000,813.8328,2048,False,1666568,5.52e-06,10689,0.20204641,False,,,,,45,2
+8,5000000,596.4242,512,False,244867,0.03927647,7859,7.48780068,False,,,,,45,0
+8,5000000,801.8754,512,False,244867,0.03927647,7859,7.48780068,False,,,,,45,1
+8,5000000,752.5011,512,False,244867,0.03927647,7859,7.48780068,False,,,,,45,2
+9,5000000,483.77222,2048,False,1348625,0.02014459,6383,0.62221325,False,,,,,45,0
+9,5000000,1750.8932,2048,False,1348625,0.02014459,6383,0.62221325,False,,,,,45,1
+9,5000000,1202.5962,2048,False,1348625,0.02014459,6383,0.62221325,False,,,,,45,2
+10,5000000,4532.3696,512,False,1179736,2.115e-05,2415,0.12177071,True,,,,0.29382506,45,0
+10,5000000,4607.5176,512,False,1179736,2.115e-05,2415,0.12177071,True,,,,0.29382506,45,1
+10,5000000,4450.675,512,False,1179736,2.115e-05,2415,0.12177071,True,,,,0.29382506,45,2
+11,5000000,4436.819,1024,True,632547,0.00541226,11985,0.96123879,False,0.58829556,0.87119143,1e-08,,45,0
+11,5000000,75.61464,1024,True,632547,0.00541226,11985,0.96123879,False,0.58829556,0.87119143,1e-08,,45,1
+11,5000000,579.09106,1024,True,632547,0.00541226,11985,0.96123879,False,0.58829556,0.87119143,1e-08,,45,2
+12,5000000,4685.092,512,False,1920777,0.03921479,12827,0.77689218,False,,,,,45,0
+12,5000000,4653.9937,512,False,1920777,0.03921479,12827,0.77689218,False,,,,,45,1
+12,5000000,4646.1265,512,False,1920777,0.03921479,12827,0.77689218,False,,,,,45,2
+13,5000000,4502.44,1024,False,1841111,0.00302509,5028,2.42800938,False,,,,,45,0
+13,5000000,4367.505,1024,False,1841111,0.00302509,5028,2.42800938,False,,,,,45,1
+13,5000000,3499.5583,1024,False,1841111,0.00302509,5028,2.42800938,False,,,,,45,2
 14,5000000,150.95721,512,True,1937109,0.01561185,14619,7.43113882,True,0.90463456,0.06795498,3.81e-06,0.46680632,45,0
 14,5000000,3238.685,512,True,1937109,0.01561185,14619,7.43113882,True,0.90463456,0.06795498,3.81e-06,0.46680632,45,1
 14,5000000,5161.67,512,True,1937109,0.01561185,14619,7.43113882,True,0.90463456,0.06795498,3.81e-06,0.46680632,45,2
-15,5000000,4329.911,1024,False,1547700,4.859e-05,11461,0.14278853,False,NaN,NaN,NaN,NaN,45,0
-15,5000000,3716.3564,1024,False,1547700,4.859e-05,11461,0.14278853,False,NaN,NaN,NaN,NaN,45,1
-15,5000000,4469.6714,1024,False,1547700,4.859e-05,11461,0.14278853,False,NaN,NaN,NaN,NaN,45,2
-16,5000000,5272.3955,2048,False,195635,0.00010843,12312,0.62284029,True,NaN,NaN,NaN,0.13464974,45,0
-16,5000000,5164.7437,2048,False,195635,0.00010843,12312,0.62284029,True,NaN,NaN,NaN,0.13464974,45,1
-16,5000000,163.47977,2048,False,195635,0.00010843,12312,0.62284029,True,NaN,NaN,NaN,0.13464974,45,2
-17,5000000,385.22498,1024,True,897423,0.0001916,14391,4.19448755,False,0.10470581,0.15038662,2.2e-07,NaN,45,0
-17,5000000,591.81744,1024,True,897423,0.0001916,14391,4.19448755,False,0.10470581,0.15038662,2.2e-07,NaN,45,1
-17,5000000,543.2921,1024,True,897423,0.0001916,14391,4.19448755,False,0.10470581,0.15038662,2.2e-07,NaN,45,2
-18,5000000,4532.8496,512,False,1718516,3.066e-05,111,1.20398163,True,NaN,NaN,NaN,0.76530431,45,0
-18,5000000,160.1788,512,False,1718516,3.066e-05,111,1.20398163,True,NaN,NaN,NaN,0.76530431,45,1
-18,5000000,73.639534,512,False,1718516,3.066e-05,111,1.20398163,True,NaN,NaN,NaN,0.76530431,45,2
-19,5000000,4552.005,1024,True,845047,7.08e-06,1004,2.81814431,False,0.77679146,0.58267624,3e-08,NaN,45,0
-19,5000000,4649.8594,1024,True,845047,7.08e-06,1004,2.81814431,False,0.77679146,0.58267624,3e-08,NaN,45,1
-19,5000000,4662.7095,1024,True,845047,7.08e-06,1004,2.81814431,False,0.77679146,0.58267624,3e-08,NaN,45,2
-20,5000000,272.8331,1024,False,1556174,4.52e-06,11851,0.72555869,False,NaN,NaN,NaN,NaN,45,0
-20,5000000,109.097824,1024,False,1556174,4.52e-06,11851,0.72555869,False,NaN,NaN,NaN,NaN,45,1
-20,5000000,399.6401,1024,False,1556174,4.52e-06,11851,0.72555869,False,NaN,NaN,NaN,NaN,45,2
-21,5000000,210.38046,512,False,726469,0.00252834,1584,1.43095092,False,NaN,NaN,NaN,NaN,45,0
-21,5000000,210.77982,512,False,726469,0.00252834,1584,1.43095092,False,NaN,NaN,NaN,NaN,45,1
-21,5000000,210.06413,512,False,726469,0.00252834,1584,1.43095092,False,NaN,NaN,NaN,NaN,45,2
-22,5000000,4653.7744,512,True,1002579,0.00046737,8776,1.24435745,False,0.90239463,0.19481844,3.45e-06,NaN,45,0
-22,5000000,4883.6143,512,True,1002579,0.00046737,8776,1.24435745,False,0.90239463,0.19481844,3.45e-06,NaN,45,1
-22,5000000,5274.8335,512,True,1002579,0.00046737,8776,1.24435745,False,0.90239463,0.19481844,3.45e-06,NaN,45,2
-23,5000000,3191.5876,1024,True,527318,9.65e-06,9446,4.57975368,False,0.97292149,0.8178102,0.0,NaN,45,0
-23,5000000,5073.913,1024,True,527318,9.65e-06,9446,4.57975368,False,0.97292149,0.8178102,0.0,NaN,45,1
-23,5000000,980.50574,1024,True,527318,9.65e-06,9446,4.57975368,False,0.97292149,0.8178102,0.0,NaN,45,2
-24,5000000,4379.662,2048,False,316691,1.616e-05,3491,1.77296403,True,NaN,NaN,NaN,0.94410676,45,0
-24,5000000,4495.028,2048,False,316691,1.616e-05,3491,1.77296403,True,NaN,NaN,NaN,0.94410676,45,1
-24,5000000,4549.8857,2048,False,316691,1.616e-05,3491,1.77296403,True,NaN,NaN,NaN,0.94410676,45,2
+15,5000000,4329.911,1024,False,1547700,4.859e-05,11461,0.14278853,False,,,,,45,0
+15,5000000,3716.3564,1024,False,1547700,4.859e-05,11461,0.14278853,False,,,,,45,1
+15,5000000,4469.6714,1024,False,1547700,4.859e-05,11461,0.14278853,False,,,,,45,2
+16,5000000,5272.3955,2048,False,195635,0.00010843,12312,0.62284029,True,,,,0.13464974,45,0
+16,5000000,5164.7437,2048,False,195635,0.00010843,12312,0.62284029,True,,,,0.13464974,45,1
+16,5000000,163.47977,2048,False,195635,0.00010843,12312,0.62284029,True,,,,0.13464974,45,2
+17,5000000,385.22498,1024,True,897423,0.0001916,14391,4.19448755,False,0.10470581,0.15038662,2.2e-07,,45,0
+17,5000000,591.81744,1024,True,897423,0.0001916,14391,4.19448755,False,0.10470581,0.15038662,2.2e-07,,45,1
+17,5000000,543.2921,1024,True,897423,0.0001916,14391,4.19448755,False,0.10470581,0.15038662,2.2e-07,,45,2
+18,5000000,4532.8496,512,False,1718516,3.066e-05,111,1.20398163,True,,,,0.76530431,45,0
+18,5000000,160.1788,512,False,1718516,3.066e-05,111,1.20398163,True,,,,0.76530431,45,1
+18,5000000,73.639534,512,False,1718516,3.066e-05,111,1.20398163,True,,,,0.76530431,45,2
+19,5000000,4552.005,1024,True,845047,7.08e-06,1004,2.81814431,False,0.77679146,0.58267624,3e-08,,45,0
+19,5000000,4649.8594,1024,True,845047,7.08e-06,1004,2.81814431,False,0.77679146,0.58267624,3e-08,,45,1
+19,5000000,4662.7095,1024,True,845047,7.08e-06,1004,2.81814431,False,0.77679146,0.58267624,3e-08,,45,2
+20,5000000,272.8331,1024,False,1556174,4.52e-06,11851,0.72555869,False,,,,,45,0
+20,5000000,109.097824,1024,False,1556174,4.52e-06,11851,0.72555869,False,,,,,45,1
+20,5000000,399.6401,1024,False,1556174,4.52e-06,11851,0.72555869,False,,,,,45,2
+21,5000000,210.38046,512,False,726469,0.00252834,1584,1.43095092,False,,,,,45,0
+21,5000000,210.77982,512,False,726469,0.00252834,1584,1.43095092,False,,,,,45,1
+21,5000000,210.06413,512,False,726469,0.00252834,1584,1.43095092,False,,,,,45,2
+22,5000000,4653.7744,512,True,1002579,0.00046737,8776,1.24435745,False,0.90239463,0.19481844,3.45e-06,,45,0
+22,5000000,4883.6143,512,True,1002579,0.00046737,8776,1.24435745,False,0.90239463,0.19481844,3.45e-06,,45,1
+22,5000000,5274.8335,512,True,1002579,0.00046737,8776,1.24435745,False,0.90239463,0.19481844,3.45e-06,,45,2
+23,5000000,3191.5876,1024,True,527318,9.65e-06,9446,4.57975368,False,0.97292149,0.8178102,0.0,,45,0
+23,5000000,5073.913,1024,True,527318,9.65e-06,9446,4.57975368,False,0.97292149,0.8178102,0.0,,45,1
+23,5000000,980.50574,1024,True,527318,9.65e-06,9446,4.57975368,False,0.97292149,0.8178102,0.0,,45,2
+24,5000000,4379.662,2048,False,316691,1.616e-05,3491,1.77296403,True,,,,0.94410676,45,0
+24,5000000,4495.028,2048,False,316691,1.616e-05,3491,1.77296403,True,,,,0.94410676,45,1
+24,5000000,4549.8857,2048,False,316691,1.616e-05,3491,1.77296403,True,,,,0.94410676,45,2
 25,5000000,489.8171,512,True,746478,0.00250915,4810,0.13526243,True,0.05266599,0.42577042,0.0,0.65030258,45,0
 25,5000000,498.21533,512,True,746478,0.00250915,4810,0.13526243,True,0.05266599,0.42577042,0.0,0.65030258,45,1
 25,5000000,420.74182,512,True,746478,0.00250915,4810,0.13526243,True,0.05266599,0.42577042,0.0,0.65030258,45,2
-26,5000000,4274.064,2048,False,1229126,2.498e-05,13037,0.52966752,False,NaN,NaN,NaN,NaN,45,0
-26,5000000,3824.5693,2048,False,1229126,2.498e-05,13037,0.52966752,False,NaN,NaN,NaN,NaN,45,1
-26,5000000,3983.9443,2048,False,1229126,2.498e-05,13037,0.52966752,False,NaN,NaN,NaN,NaN,45,2
+26,5000000,4274.064,2048,False,1229126,2.498e-05,13037,0.52966752,False,,,,,45,0
+26,5000000,3824.5693,2048,False,1229126,2.498e-05,13037,0.52966752,False,,,,,45,1
+26,5000000,3983.9443,2048,False,1229126,2.498e-05,13037,0.52966752,False,,,,,45,2
 27,5000000,4366.937,2048,True,884232,0.00394693,10202,3.43628224,True,0.9997593,0.05320077,9.6e-07,0.45609338,45,0
 27,5000000,4603.866,2048,True,884232,0.00394693,10202,3.43628224,True,0.9997593,0.05320077,9.6e-07,0.45609338,45,1
 27,5000000,4680.4795,2048,True,884232,0.00394693,10202,3.43628224,True,0.9997593,0.05320077,9.6e-07,0.45609338,45,2
@@ -185,297 +185,297 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 29,5000000,88.311,512,True,1055256,1.83e-05,10078,0.535561,True,0.4320319,0.09413372,2.4e-07,0.91320716,45,0
 29,5000000,65.89283,512,True,1055256,1.83e-05,10078,0.535561,True,0.4320319,0.09413372,2.4e-07,0.91320716,45,1
 29,5000000,70.68581,512,True,1055256,1.83e-05,10078,0.535561,True,0.4320319,0.09413372,2.4e-07,0.91320716,45,2
-30,5000000,401.46225,2048,False,1067524,0.0093676,973,7.39242534,True,NaN,NaN,NaN,0.42045539,45,0
-30,5000000,418.8539,2048,False,1067524,0.0093676,973,7.39242534,True,NaN,NaN,NaN,0.42045539,45,1
-30,5000000,470.69864,2048,False,1067524,0.0093676,973,7.39242534,True,NaN,NaN,NaN,0.42045539,45,2
-31,5000000,63.660965,512,True,1539187,3.76e-06,5509,0.11216547,False,0.34972244,0.47957389,5.42e-06,NaN,45,0
-31,5000000,77.043594,512,True,1539187,3.76e-06,5509,0.11216547,False,0.34972244,0.47957389,5.42e-06,NaN,45,1
-31,5000000,112.1402,512,True,1539187,3.76e-06,5509,0.11216547,False,0.34972244,0.47957389,5.42e-06,NaN,45,2
-0,5000000,4181.976,512,False,1021239,0.00355418,14456,0.88796173,False,NaN,NaN,NaN,NaN,44,0
-0,5000000,4416.1113,512,False,1021239,0.00355418,14456,0.88796173,False,NaN,NaN,NaN,NaN,44,1
-0,5000000,4342.1875,512,False,1021239,0.00355418,14456,0.88796173,False,NaN,NaN,NaN,NaN,44,2
-1,5000000,252.14218,1024,False,373781,0.00192922,4318,1.36820365,False,NaN,NaN,NaN,NaN,44,0
-1,5000000,3584.0784,1024,False,373781,0.00192922,4318,1.36820365,False,NaN,NaN,NaN,NaN,44,1
-1,5000000,4868.7676,1024,False,373781,0.00192922,4318,1.36820365,False,NaN,NaN,NaN,NaN,44,2
+30,5000000,401.46225,2048,False,1067524,0.0093676,973,7.39242534,True,,,,0.42045539,45,0
+30,5000000,418.8539,2048,False,1067524,0.0093676,973,7.39242534,True,,,,0.42045539,45,1
+30,5000000,470.69864,2048,False,1067524,0.0093676,973,7.39242534,True,,,,0.42045539,45,2
+31,5000000,63.660965,512,True,1539187,3.76e-06,5509,0.11216547,False,0.34972244,0.47957389,5.42e-06,,45,0
+31,5000000,77.043594,512,True,1539187,3.76e-06,5509,0.11216547,False,0.34972244,0.47957389,5.42e-06,,45,1
+31,5000000,112.1402,512,True,1539187,3.76e-06,5509,0.11216547,False,0.34972244,0.47957389,5.42e-06,,45,2
+0,5000000,4181.976,512,False,1021239,0.00355418,14456,0.88796173,False,,,,,44,0
+0,5000000,4416.1113,512,False,1021239,0.00355418,14456,0.88796173,False,,,,,44,1
+0,5000000,4342.1875,512,False,1021239,0.00355418,14456,0.88796173,False,,,,,44,2
+1,5000000,252.14218,1024,False,373781,0.00192922,4318,1.36820365,False,,,,,44,0
+1,5000000,3584.0784,1024,False,373781,0.00192922,4318,1.36820365,False,,,,,44,1
+1,5000000,4868.7676,1024,False,373781,0.00192922,4318,1.36820365,False,,,,,44,2
 2,5000000,58.685635,2048,True,1647705,3.12e-06,3443,0.26569862,True,0.08611446,0.02484103,4e-08,0.75070166,44,0
 2,5000000,72.33203,2048,True,1647705,3.12e-06,3443,0.26569862,True,0.08611446,0.02484103,4e-08,0.75070166,44,1
 2,5000000,69.01955,2048,True,1647705,3.12e-06,3443,0.26569862,True,0.08611446,0.02484103,4e-08,0.75070166,44,2
-3,5000000,426.50095,1024,False,396130,5.381e-05,12037,0.38961393,False,NaN,NaN,NaN,NaN,44,0
-3,5000000,264.85202,1024,False,396130,5.381e-05,12037,0.38961393,False,NaN,NaN,NaN,NaN,44,1
-3,5000000,181.24911,1024,False,396130,5.381e-05,12037,0.38961393,False,NaN,NaN,NaN,NaN,44,2
-4,5000000,210.89905,1024,True,998056,0.0214781,13755,0.36561069,False,0.57529023,0.90556558,3.2e-07,NaN,44,0
-4,5000000,210.70247,1024,True,998056,0.0214781,13755,0.36561069,False,0.57529023,0.90556558,3.2e-07,NaN,44,1
-4,5000000,208.84409,1024,True,998056,0.0214781,13755,0.36561069,False,0.57529023,0.90556558,3.2e-07,NaN,44,2
-5,5000000,4902.1133,1024,False,204663,0.00045039,11298,5.76046152,True,NaN,NaN,NaN,0.32010646,44,0
-5,5000000,4601.797,1024,False,204663,0.00045039,11298,5.76046152,True,NaN,NaN,NaN,0.32010646,44,1
-5,5000000,4828.529,1024,False,204663,0.00045039,11298,5.76046152,True,NaN,NaN,NaN,0.32010646,44,2
-6,5000000,463.67242,512,False,1954509,6.699e-05,14988,4.83280259,False,NaN,NaN,NaN,NaN,44,0
-6,5000000,478.4037,512,False,1954509,6.699e-05,14988,4.83280259,False,NaN,NaN,NaN,NaN,44,1
-6,5000000,380.07623,512,False,1954509,6.699e-05,14988,4.83280259,False,NaN,NaN,NaN,NaN,44,2
+3,5000000,426.50095,1024,False,396130,5.381e-05,12037,0.38961393,False,,,,,44,0
+3,5000000,264.85202,1024,False,396130,5.381e-05,12037,0.38961393,False,,,,,44,1
+3,5000000,181.24911,1024,False,396130,5.381e-05,12037,0.38961393,False,,,,,44,2
+4,5000000,210.89905,1024,True,998056,0.0214781,13755,0.36561069,False,0.57529023,0.90556558,3.2e-07,,44,0
+4,5000000,210.70247,1024,True,998056,0.0214781,13755,0.36561069,False,0.57529023,0.90556558,3.2e-07,,44,1
+4,5000000,208.84409,1024,True,998056,0.0214781,13755,0.36561069,False,0.57529023,0.90556558,3.2e-07,,44,2
+5,5000000,4902.1133,1024,False,204663,0.00045039,11298,5.76046152,True,,,,0.32010646,44,0
+5,5000000,4601.797,1024,False,204663,0.00045039,11298,5.76046152,True,,,,0.32010646,44,1
+5,5000000,4828.529,1024,False,204663,0.00045039,11298,5.76046152,True,,,,0.32010646,44,2
+6,5000000,463.67242,512,False,1954509,6.699e-05,14988,4.83280259,False,,,,,44,0
+6,5000000,478.4037,512,False,1954509,6.699e-05,14988,4.83280259,False,,,,,44,1
+6,5000000,380.07623,512,False,1954509,6.699e-05,14988,4.83280259,False,,,,,44,2
 7,5000000,293.45197,512,True,1217208,1.68e-06,322,2.10458476,True,0.59230758,0.25383825,2.901e-05,0.40035544,44,0
 7,5000000,153.53337,512,True,1217208,1.68e-06,322,2.10458476,True,0.59230758,0.25383825,2.901e-05,0.40035544,44,1
 7,5000000,73.77179,512,True,1217208,1.68e-06,322,2.10458476,True,0.59230758,0.25383825,2.901e-05,0.40035544,44,2
 8,5000000,3141.9663,1024,True,689164,2.56e-06,16005,2.18780948,True,0.36046779,0.9459775,8e-08,0.40291215,44,0
 8,5000000,78.96716,1024,True,689164,2.56e-06,16005,2.18780948,True,0.36046779,0.9459775,8e-08,0.40291215,44,1
 8,5000000,968.5305,1024,True,689164,2.56e-06,16005,2.18780948,True,0.36046779,0.9459775,8e-08,0.40291215,44,2
-9,5000000,4563.038,2048,True,537645,0.00481496,13894,1.92979761,False,0.5698979,0.7323461,2e-08,NaN,44,0
-9,5000000,4525.865,2048,True,537645,0.00481496,13894,1.92979761,False,0.5698979,0.7323461,2e-08,NaN,44,1
-9,5000000,1240.884,2048,True,537645,0.00481496,13894,1.92979761,False,0.5698979,0.7323461,2e-08,NaN,44,2
-10,5000000,4960.878,2048,False,1144883,0.00157749,5013,0.36449846,True,NaN,NaN,NaN,0.30548041,44,0
-10,5000000,2710.6228,2048,False,1144883,0.00157749,5013,0.36449846,True,NaN,NaN,NaN,0.30548041,44,1
-10,5000000,1333.155,2048,False,1144883,0.00157749,5013,0.36449846,True,NaN,NaN,NaN,0.30548041,44,2
-11,5000000,3662.2515,2048,False,976081,0.00041209,1123,0.23482139,True,NaN,NaN,NaN,0.15291922,44,0
-11,5000000,4500.393,2048,False,976081,0.00041209,1123,0.23482139,True,NaN,NaN,NaN,0.15291922,44,1
-11,5000000,4576.787,2048,False,976081,0.00041209,1123,0.23482139,True,NaN,NaN,NaN,0.15291922,44,2
-12,5000000,3505.3684,512,False,934095,0.00139784,5304,6.12446027,False,NaN,NaN,NaN,NaN,44,0
-12,5000000,4680.6143,512,False,934095,0.00139784,5304,6.12446027,False,NaN,NaN,NaN,NaN,44,1
-12,5000000,2069.8442,512,False,934095,0.00139784,5304,6.12446027,False,NaN,NaN,NaN,NaN,44,2
-13,5000000,207.03146,512,True,1168497,1.72e-06,16080,0.23566419,False,0.65602709,0.69437979,9.3e-07,NaN,44,0
-13,5000000,209.52666,512,True,1168497,1.72e-06,16080,0.23566419,False,0.65602709,0.69437979,9.3e-07,NaN,44,1
-13,5000000,211.43983,512,True,1168497,1.72e-06,16080,0.23566419,False,0.65602709,0.69437979,9.3e-07,NaN,44,2
-14,5000000,5051.717,1024,False,1489666,0.00017921,15714,0.96590097,False,NaN,NaN,NaN,NaN,44,0
-14,5000000,4984.96,1024,False,1489666,0.00017921,15714,0.96590097,False,NaN,NaN,NaN,NaN,44,1
-14,5000000,4461.824,1024,False,1489666,0.00017921,15714,0.96590097,False,NaN,NaN,NaN,NaN,44,2
-15,5000000,4182.7646,2048,False,929600,2.93e-06,14876,0.19424595,False,NaN,NaN,NaN,NaN,44,0
-15,5000000,4311.797,2048,False,929600,2.93e-06,14876,0.19424595,False,NaN,NaN,NaN,NaN,44,1
-15,5000000,4293.0747,2048,False,929600,2.93e-06,14876,0.19424595,False,NaN,NaN,NaN,NaN,44,2
-16,5000000,670.3519,512,False,1361699,0.00117244,6752,0.88527017,False,NaN,NaN,NaN,NaN,44,0
-16,5000000,481.6181,512,False,1361699,0.00117244,6752,0.88527017,False,NaN,NaN,NaN,NaN,44,1
-16,5000000,593.06445,512,False,1361699,0.00117244,6752,0.88527017,False,NaN,NaN,NaN,NaN,44,2
+9,5000000,4563.038,2048,True,537645,0.00481496,13894,1.92979761,False,0.5698979,0.7323461,2e-08,,44,0
+9,5000000,4525.865,2048,True,537645,0.00481496,13894,1.92979761,False,0.5698979,0.7323461,2e-08,,44,1
+9,5000000,1240.884,2048,True,537645,0.00481496,13894,1.92979761,False,0.5698979,0.7323461,2e-08,,44,2
+10,5000000,4960.878,2048,False,1144883,0.00157749,5013,0.36449846,True,,,,0.30548041,44,0
+10,5000000,2710.6228,2048,False,1144883,0.00157749,5013,0.36449846,True,,,,0.30548041,44,1
+10,5000000,1333.155,2048,False,1144883,0.00157749,5013,0.36449846,True,,,,0.30548041,44,2
+11,5000000,3662.2515,2048,False,976081,0.00041209,1123,0.23482139,True,,,,0.15291922,44,0
+11,5000000,4500.393,2048,False,976081,0.00041209,1123,0.23482139,True,,,,0.15291922,44,1
+11,5000000,4576.787,2048,False,976081,0.00041209,1123,0.23482139,True,,,,0.15291922,44,2
+12,5000000,3505.3684,512,False,934095,0.00139784,5304,6.12446027,False,,,,,44,0
+12,5000000,4680.6143,512,False,934095,0.00139784,5304,6.12446027,False,,,,,44,1
+12,5000000,2069.8442,512,False,934095,0.00139784,5304,6.12446027,False,,,,,44,2
+13,5000000,207.03146,512,True,1168497,1.72e-06,16080,0.23566419,False,0.65602709,0.69437979,9.3e-07,,44,0
+13,5000000,209.52666,512,True,1168497,1.72e-06,16080,0.23566419,False,0.65602709,0.69437979,9.3e-07,,44,1
+13,5000000,211.43983,512,True,1168497,1.72e-06,16080,0.23566419,False,0.65602709,0.69437979,9.3e-07,,44,2
+14,5000000,5051.717,1024,False,1489666,0.00017921,15714,0.96590097,False,,,,,44,0
+14,5000000,4984.96,1024,False,1489666,0.00017921,15714,0.96590097,False,,,,,44,1
+14,5000000,4461.824,1024,False,1489666,0.00017921,15714,0.96590097,False,,,,,44,2
+15,5000000,4182.7646,2048,False,929600,2.93e-06,14876,0.19424595,False,,,,,44,0
+15,5000000,4311.797,2048,False,929600,2.93e-06,14876,0.19424595,False,,,,,44,1
+15,5000000,4293.0747,2048,False,929600,2.93e-06,14876,0.19424595,False,,,,,44,2
+16,5000000,670.3519,512,False,1361699,0.00117244,6752,0.88527017,False,,,,,44,0
+16,5000000,481.6181,512,False,1361699,0.00117244,6752,0.88527017,False,,,,,44,1
+16,5000000,593.06445,512,False,1361699,0.00117244,6752,0.88527017,False,,,,,44,2
 17,5000000,4400.486,1024,True,127203,2.963e-05,12730,1.85916104,True,0.94886514,0.14316355,3.41e-05,0.72807396,44,0
 17,5000000,4255.913,1024,True,127203,2.963e-05,12730,1.85916104,True,0.94886514,0.14316355,3.41e-05,0.72807396,44,1
 17,5000000,1079.8915,1024,True,127203,2.963e-05,12730,1.85916104,True,0.94886514,0.14316355,3.41e-05,0.72807396,44,2
-18,5000000,236.42685,2048,True,1124867,0.09833879,1367,1.64993364,False,0.04518009,0.9810934,8e-07,NaN,44,0
-18,5000000,4344.207,2048,True,1124867,0.09833879,1367,1.64993364,False,0.04518009,0.9810934,8e-07,NaN,44,1
-18,5000000,191.98413,2048,True,1124867,0.09833879,1367,1.64993364,False,0.04518009,0.9810934,8e-07,NaN,44,2
-19,5000000,3764.4517,1024,False,1692455,0.00089896,4501,0.22537702,True,NaN,NaN,NaN,0.06712843,44,0
-19,5000000,3090.8174,1024,False,1692455,0.00089896,4501,0.22537702,True,NaN,NaN,NaN,0.06712843,44,1
-19,5000000,4499.2104,1024,False,1692455,0.00089896,4501,0.22537702,True,NaN,NaN,NaN,0.06712843,44,2
-20,5000000,4192.864,2048,False,1779347,0.00066189,759,0.70362811,False,NaN,NaN,NaN,NaN,44,0
-20,5000000,4382.3213,2048,False,1779347,0.00066189,759,0.70362811,False,NaN,NaN,NaN,NaN,44,1
-20,5000000,4377.37,2048,False,1779347,0.00066189,759,0.70362811,False,NaN,NaN,NaN,NaN,44,2
+18,5000000,236.42685,2048,True,1124867,0.09833879,1367,1.64993364,False,0.04518009,0.9810934,8e-07,,44,0
+18,5000000,4344.207,2048,True,1124867,0.09833879,1367,1.64993364,False,0.04518009,0.9810934,8e-07,,44,1
+18,5000000,191.98413,2048,True,1124867,0.09833879,1367,1.64993364,False,0.04518009,0.9810934,8e-07,,44,2
+19,5000000,3764.4517,1024,False,1692455,0.00089896,4501,0.22537702,True,,,,0.06712843,44,0
+19,5000000,3090.8174,1024,False,1692455,0.00089896,4501,0.22537702,True,,,,0.06712843,44,1
+19,5000000,4499.2104,1024,False,1692455,0.00089896,4501,0.22537702,True,,,,0.06712843,44,2
+20,5000000,4192.864,2048,False,1779347,0.00066189,759,0.70362811,False,,,,,44,0
+20,5000000,4382.3213,2048,False,1779347,0.00066189,759,0.70362811,False,,,,,44,1
+20,5000000,4377.37,2048,False,1779347,0.00066189,759,0.70362811,False,,,,,44,2
 21,5000000,4486.4844,1024,True,1107568,1.51e-06,9134,1.3754293,True,0.38231219,0.41078317,4.22e-06,0.77049376,44,0
 21,5000000,65.32652,1024,True,1107568,1.51e-06,9134,1.3754293,True,0.38231219,0.41078317,4.22e-06,0.77049376,44,1
 21,5000000,240.81236,1024,True,1107568,1.51e-06,9134,1.3754293,True,0.38231219,0.41078317,4.22e-06,0.77049376,44,2
-22,5000000,4769.0684,1024,True,952718,1.627e-05,4771,0.14342219,False,0.14439516,0.31007712,8.1e-07,NaN,44,0
-22,5000000,4776.776,1024,True,952718,1.627e-05,4771,0.14342219,False,0.14439516,0.31007712,8.1e-07,NaN,44,1
-22,5000000,120.44072,1024,True,952718,1.627e-05,4771,0.14342219,False,0.14439516,0.31007712,8.1e-07,NaN,44,2
+22,5000000,4769.0684,1024,True,952718,1.627e-05,4771,0.14342219,False,0.14439516,0.31007712,8.1e-07,,44,0
+22,5000000,4776.776,1024,True,952718,1.627e-05,4771,0.14342219,False,0.14439516,0.31007712,8.1e-07,,44,1
+22,5000000,120.44072,1024,True,952718,1.627e-05,4771,0.14342219,False,0.14439516,0.31007712,8.1e-07,,44,2
 23,5000000,165.86334,2048,True,1009657,0.0038571,4168,4.37184167,True,0.19476205,0.52827941,6.85e-06,0.04951995,44,0
 23,5000000,4062.499,2048,True,1009657,0.0038571,4168,4.37184167,True,0.19476205,0.52827941,6.85e-06,0.04951995,44,1
 23,5000000,181.59583,2048,True,1009657,0.0038571,4168,4.37184167,True,0.19476205,0.52827941,6.85e-06,0.04951995,44,2
-24,5000000,461.25403,2048,False,369055,0.01286475,14550,0.87835346,False,NaN,NaN,NaN,NaN,44,0
-24,5000000,401.50482,2048,False,369055,0.01286475,14550,0.87835346,False,NaN,NaN,NaN,NaN,44,1
-24,5000000,475.02972,2048,False,369055,0.01286475,14550,0.87835346,False,NaN,NaN,NaN,NaN,44,2
+24,5000000,461.25403,2048,False,369055,0.01286475,14550,0.87835346,False,,,,,44,0
+24,5000000,401.50482,2048,False,369055,0.01286475,14550,0.87835346,False,,,,,44,1
+24,5000000,475.02972,2048,False,369055,0.01286475,14550,0.87835346,False,,,,,44,2
 25,5000000,3882.2676,2048,True,1101152,0.01311845,2257,4.3159101,True,0.98900084,0.2509319,8e-08,0.90256817,44,0
 25,5000000,3669.2197,2048,True,1101152,0.01311845,2257,4.3159101,True,0.98900084,0.2509319,8e-08,0.90256817,44,1
 25,5000000,3240.65,2048,True,1101152,0.01311845,2257,4.3159101,True,0.98900084,0.2509319,8e-08,0.90256817,44,2
-26,5000000,341.14398,1024,False,1221324,1.477e-05,6050,5.24778848,True,NaN,NaN,NaN,0.68895427,44,0
-26,5000000,367.22583,1024,False,1221324,1.477e-05,6050,5.24778848,True,NaN,NaN,NaN,0.68895427,44,1
-26,5000000,283.45923,1024,False,1221324,1.477e-05,6050,5.24778848,True,NaN,NaN,NaN,0.68895427,44,2
-27,5000000,0.0,2048,False,1501716,9.526e-05,1191,0.13121557,False,NaN,NaN,NaN,NaN,44,0
-27,5000000,513.1259,2048,False,1501716,9.526e-05,1191,0.13121557,False,NaN,NaN,NaN,NaN,44,1
-27,5000000,337.4701,2048,False,1501716,9.526e-05,1191,0.13121557,False,NaN,NaN,NaN,NaN,44,2
-28,5000000,4824.2646,512,True,1416603,4.82e-06,11368,0.2786505,False,0.16784127,0.35701347,5.5e-07,NaN,44,0
-28,5000000,4141.038,512,True,1416603,4.82e-06,11368,0.2786505,False,0.16784127,0.35701347,5.5e-07,NaN,44,1
-28,5000000,4371.3374,512,True,1416603,4.82e-06,11368,0.2786505,False,0.16784127,0.35701347,5.5e-07,NaN,44,2
-29,5000000,205.72011,512,False,937353,0.02278715,7649,3.29140829,False,NaN,NaN,NaN,NaN,44,0
-29,5000000,124.02988,512,False,937353,0.02278715,7649,3.29140829,False,NaN,NaN,NaN,NaN,44,1
-29,5000000,216.15253,512,False,937353,0.02278715,7649,3.29140829,False,NaN,NaN,NaN,NaN,44,2
+26,5000000,341.14398,1024,False,1221324,1.477e-05,6050,5.24778848,True,,,,0.68895427,44,0
+26,5000000,367.22583,1024,False,1221324,1.477e-05,6050,5.24778848,True,,,,0.68895427,44,1
+26,5000000,283.45923,1024,False,1221324,1.477e-05,6050,5.24778848,True,,,,0.68895427,44,2
+27,5000000,0.0,2048,False,1501716,9.526e-05,1191,0.13121557,False,,,,,44,0
+27,5000000,513.1259,2048,False,1501716,9.526e-05,1191,0.13121557,False,,,,,44,1
+27,5000000,337.4701,2048,False,1501716,9.526e-05,1191,0.13121557,False,,,,,44,2
+28,5000000,4824.2646,512,True,1416603,4.82e-06,11368,0.2786505,False,0.16784127,0.35701347,5.5e-07,,44,0
+28,5000000,4141.038,512,True,1416603,4.82e-06,11368,0.2786505,False,0.16784127,0.35701347,5.5e-07,,44,1
+28,5000000,4371.3374,512,True,1416603,4.82e-06,11368,0.2786505,False,0.16784127,0.35701347,5.5e-07,,44,2
+29,5000000,205.72011,512,False,937353,0.02278715,7649,3.29140829,False,,,,,44,0
+29,5000000,124.02988,512,False,937353,0.02278715,7649,3.29140829,False,,,,,44,1
+29,5000000,216.15253,512,False,937353,0.02278715,7649,3.29140829,False,,,,,44,2
 30,5000000,209.1513,2048,True,1611940,3.663e-05,10378,0.36042924,True,0.36624292,0.57098141,1.1e-07,0.17992207,44,0
 30,5000000,211.80475,2048,True,1611940,3.663e-05,10378,0.36042924,True,0.36624292,0.57098141,1.1e-07,0.17992207,44,1
 30,5000000,211.56198,2048,True,1611940,3.663e-05,10378,0.36042924,True,0.36624292,0.57098141,1.1e-07,0.17992207,44,2
-31,5000000,291.48438,512,False,841979,0.00375929,3907,0.47724823,True,NaN,NaN,NaN,0.06474162,44,0
-31,5000000,347.60236,512,False,841979,0.00375929,3907,0.47724823,True,NaN,NaN,NaN,0.06474162,44,1
-31,5000000,305.6453,512,False,841979,0.00375929,3907,0.47724823,True,NaN,NaN,NaN,0.06474162,44,2
+31,5000000,291.48438,512,False,841979,0.00375929,3907,0.47724823,True,,,,0.06474162,44,0
+31,5000000,347.60236,512,False,841979,0.00375929,3907,0.47724823,True,,,,0.06474162,44,1
+31,5000000,305.6453,512,False,841979,0.00375929,3907,0.47724823,True,,,,0.06474162,44,2
 0,5000000,4186.526,512,True,148418,1.4e-06,706,0.2176525,True,0.67302741,0.01507825,3.494e-05,0.95350982,43,0
 0,5000000,215.75119,512,True,148418,1.4e-06,706,0.2176525,True,0.67302741,0.01507825,3.494e-05,0.95350982,43,1
 0,5000000,3575.781,512,True,148418,1.4e-06,706,0.2176525,True,0.67302741,0.01507825,3.494e-05,0.95350982,43,2
-1,5000000,125.802376,2048,True,1458643,0.00011384,7611,0.25022054,False,0.96110869,0.90279178,0.0,NaN,43,0
-1,5000000,59.536552,2048,True,1458643,0.00011384,7611,0.25022054,False,0.96110869,0.90279178,0.0,NaN,43,1
-1,5000000,77.1512,2048,True,1458643,0.00011384,7611,0.25022054,False,0.96110869,0.90279178,0.0,NaN,43,2
-2,5000000,128.12268,2048,False,613676,0.00044046,16245,2.69772808,True,NaN,NaN,NaN,0.42478201,43,0
-2,5000000,4899.6025,2048,False,613676,0.00044046,16245,2.69772808,True,NaN,NaN,NaN,0.42478201,43,1
-2,5000000,63.05919,2048,False,613676,0.00044046,16245,2.69772808,True,NaN,NaN,NaN,0.42478201,43,2
+1,5000000,125.802376,2048,True,1458643,0.00011384,7611,0.25022054,False,0.96110869,0.90279178,0.0,,43,0
+1,5000000,59.536552,2048,True,1458643,0.00011384,7611,0.25022054,False,0.96110869,0.90279178,0.0,,43,1
+1,5000000,77.1512,2048,True,1458643,0.00011384,7611,0.25022054,False,0.96110869,0.90279178,0.0,,43,2
+2,5000000,128.12268,2048,False,613676,0.00044046,16245,2.69772808,True,,,,0.42478201,43,0
+2,5000000,4899.6025,2048,False,613676,0.00044046,16245,2.69772808,True,,,,0.42478201,43,1
+2,5000000,63.05919,2048,False,613676,0.00044046,16245,2.69772808,True,,,,0.42478201,43,2
 3,5000000,211.92174,2048,True,724758,7.812e-05,7804,0.26853175,True,0.31124047,0.75925222,1.28e-06,0.41792481,43,0
 3,5000000,211.05219,2048,True,724758,7.812e-05,7804,0.26853175,True,0.31124047,0.75925222,1.28e-06,0.41792481,43,1
 3,5000000,211.93808,2048,True,724758,7.812e-05,7804,0.26853175,True,0.31124047,0.75925222,1.28e-06,0.41792481,43,2
-4,5000000,3999.604,1024,False,609233,0.06902611,3624,4.49942278,True,NaN,NaN,NaN,0.74479432,43,0
-4,5000000,4175.091,1024,False,609233,0.06902611,3624,4.49942278,True,NaN,NaN,NaN,0.74479432,43,1
-4,5000000,4051.5332,1024,False,609233,0.06902611,3624,4.49942278,True,NaN,NaN,NaN,0.74479432,43,2
-5,5000000,5090.661,512,False,1277029,8.91e-06,1046,8.67783816,True,NaN,NaN,NaN,0.90882861,43,0
-5,5000000,4393.844,512,False,1277029,8.91e-06,1046,8.67783816,True,NaN,NaN,NaN,0.90882861,43,1
-5,5000000,4999.625,512,False,1277029,8.91e-06,1046,8.67783816,True,NaN,NaN,NaN,0.90882861,43,2
+4,5000000,3999.604,1024,False,609233,0.06902611,3624,4.49942278,True,,,,0.74479432,43,0
+4,5000000,4175.091,1024,False,609233,0.06902611,3624,4.49942278,True,,,,0.74479432,43,1
+4,5000000,4051.5332,1024,False,609233,0.06902611,3624,4.49942278,True,,,,0.74479432,43,2
+5,5000000,5090.661,512,False,1277029,8.91e-06,1046,8.67783816,True,,,,0.90882861,43,0
+5,5000000,4393.844,512,False,1277029,8.91e-06,1046,8.67783816,True,,,,0.90882861,43,1
+5,5000000,4999.625,512,False,1277029,8.91e-06,1046,8.67783816,True,,,,0.90882861,43,2
 6,5000000,191.45328,512,True,1289323,3.42e-06,89,5.67101199,True,0.8851429,0.41996397,0.0,0.87938607,43,0
 6,5000000,186.50766,512,True,1289323,3.42e-06,89,5.67101199,True,0.8851429,0.41996397,0.0,0.87938607,43,1
 6,5000000,207.68973,512,True,1289323,3.42e-06,89,5.67101199,True,0.8851429,0.41996397,0.0,0.87938607,43,2
-7,5000000,4138.3755,1024,False,1684239,0.00180398,1793,0.14047334,True,NaN,NaN,NaN,0.68403353,43,0
-7,5000000,4749.172,1024,False,1684239,0.00180398,1793,0.14047334,True,NaN,NaN,NaN,0.68403353,43,1
-7,5000000,4532.754,1024,False,1684239,0.00180398,1793,0.14047334,True,NaN,NaN,NaN,0.68403353,43,2
-8,5000000,205.48413,1024,True,989553,3.5e-06,2966,1.66408232,False,0.3931813,0.35255607,1.3e-07,NaN,43,0
-8,5000000,234.2385,1024,True,989553,3.5e-06,2966,1.66408232,False,0.3931813,0.35255607,1.3e-07,NaN,43,1
-8,5000000,311.84918,1024,True,989553,3.5e-06,2966,1.66408232,False,0.3931813,0.35255607,1.3e-07,NaN,43,2
-9,5000000,505.62433,2048,True,878143,4.404e-05,1731,3.50145496,False,0.87445418,0.28816014,1e-08,NaN,43,0
-9,5000000,434.142,2048,True,878143,4.404e-05,1731,3.50145496,False,0.87445418,0.28816014,1e-08,NaN,43,1
-9,5000000,274.30783,2048,True,878143,4.404e-05,1731,3.50145496,False,0.87445418,0.28816014,1e-08,NaN,43,2
-10,5000000,98.20615,1024,False,886169,0.06262998,10215,0.17723386,False,NaN,NaN,NaN,NaN,43,0
-10,5000000,332.58347,1024,False,886169,0.06262998,10215,0.17723386,False,NaN,NaN,NaN,NaN,43,1
-10,5000000,405.99002,1024,False,886169,0.06262998,10215,0.17723386,False,NaN,NaN,NaN,NaN,43,2
+7,5000000,4138.3755,1024,False,1684239,0.00180398,1793,0.14047334,True,,,,0.68403353,43,0
+7,5000000,4749.172,1024,False,1684239,0.00180398,1793,0.14047334,True,,,,0.68403353,43,1
+7,5000000,4532.754,1024,False,1684239,0.00180398,1793,0.14047334,True,,,,0.68403353,43,2
+8,5000000,205.48413,1024,True,989553,3.5e-06,2966,1.66408232,False,0.3931813,0.35255607,1.3e-07,,43,0
+8,5000000,234.2385,1024,True,989553,3.5e-06,2966,1.66408232,False,0.3931813,0.35255607,1.3e-07,,43,1
+8,5000000,311.84918,1024,True,989553,3.5e-06,2966,1.66408232,False,0.3931813,0.35255607,1.3e-07,,43,2
+9,5000000,505.62433,2048,True,878143,4.404e-05,1731,3.50145496,False,0.87445418,0.28816014,1e-08,,43,0
+9,5000000,434.142,2048,True,878143,4.404e-05,1731,3.50145496,False,0.87445418,0.28816014,1e-08,,43,1
+9,5000000,274.30783,2048,True,878143,4.404e-05,1731,3.50145496,False,0.87445418,0.28816014,1e-08,,43,2
+10,5000000,98.20615,1024,False,886169,0.06262998,10215,0.17723386,False,,,,,43,0
+10,5000000,332.58347,1024,False,886169,0.06262998,10215,0.17723386,False,,,,,43,1
+10,5000000,405.99002,1024,False,886169,0.06262998,10215,0.17723386,False,,,,,43,2
 11,5000000,295.41376,512,True,1550141,0.00016796,9068,4.40039726,True,0.2165122,0.15854333,6.8e-07,0.90424515,43,0
 11,5000000,205.24886,512,True,1550141,0.00016796,9068,4.40039726,True,0.2165122,0.15854333,6.8e-07,0.90424515,43,1
 11,5000000,335.42343,512,True,1550141,0.00016796,9068,4.40039726,True,0.2165122,0.15854333,6.8e-07,0.90424515,43,2
-12,5000000,244.37479,512,True,670450,0.00590945,9210,0.17848609,False,0.32680642,0.76734942,6.2e-07,NaN,43,0
-12,5000000,193.95721,512,True,670450,0.00590945,9210,0.17848609,False,0.32680642,0.76734942,6.2e-07,NaN,43,1
-12,5000000,2220.5376,512,True,670450,0.00590945,9210,0.17848609,False,0.32680642,0.76734942,6.2e-07,NaN,43,2
-13,5000000,0.0,1024,False,225129,3.85e-06,8797,0.65339108,False,NaN,NaN,NaN,NaN,43,0
-13,5000000,97.14226,1024,False,225129,3.85e-06,8797,0.65339108,False,NaN,NaN,NaN,NaN,43,1
-13,5000000,216.17056,1024,False,225129,3.85e-06,8797,0.65339108,False,NaN,NaN,NaN,NaN,43,2
-14,5000000,206.79712,512,False,1972244,0.05448919,6647,8.57833305,False,NaN,NaN,NaN,NaN,43,0
-14,5000000,208.48013,512,False,1972244,0.05448919,6647,8.57833305,False,NaN,NaN,NaN,NaN,43,1
-14,5000000,211.07202,512,False,1972244,0.05448919,6647,8.57833305,False,NaN,NaN,NaN,NaN,43,2
-15,5000000,213.44975,1024,False,359084,3.289e-05,9059,0.55262709,True,NaN,NaN,NaN,0.88139984,43,0
-15,5000000,212.83588,1024,False,359084,3.289e-05,9059,0.55262709,True,NaN,NaN,NaN,0.88139984,43,1
-15,5000000,210.9599,1024,False,359084,3.289e-05,9059,0.55262709,True,NaN,NaN,NaN,0.88139984,43,2
-16,5000000,4031.8179,512,True,310787,0.06031183,8667,2.42190098,False,0.34631196,0.75830648,6.595e-05,NaN,43,0
-16,5000000,1755.0728,512,True,310787,0.06031183,8667,2.42190098,False,0.34631196,0.75830648,6.595e-05,NaN,43,1
-16,5000000,4606.673,512,True,310787,0.06031183,8667,2.42190098,False,0.34631196,0.75830648,6.595e-05,NaN,43,2
-17,5000000,451.3136,2048,True,201920,0.00013388,7187,0.11235351,False,0.87017794,0.05306146,1.77e-06,NaN,43,0
-17,5000000,3271.7466,2048,True,201920,0.00013388,7187,0.11235351,False,0.87017794,0.05306146,1.77e-06,NaN,43,1
-17,5000000,272.2473,2048,True,201920,0.00013388,7187,0.11235351,False,0.87017794,0.05306146,1.77e-06,NaN,43,2
-18,5000000,205.60178,1024,True,412217,0.00034407,6978,0.14964172,False,0.88481355,0.32889927,6.171e-05,NaN,43,0
-18,5000000,214.24582,1024,True,412217,0.00034407,6978,0.14964172,False,0.88481355,0.32889927,6.171e-05,NaN,43,1
-18,5000000,215.09872,1024,True,412217,0.00034407,6978,0.14964172,False,0.88481355,0.32889927,6.171e-05,NaN,43,2
-19,5000000,4413.7773,1024,True,372957,0.00025933,5102,0.21488648,False,0.99042107,0.85733856,8.86e-06,NaN,43,0
-19,5000000,4325.7466,1024,True,372957,0.00025933,5102,0.21488648,False,0.99042107,0.85733856,8.86e-06,NaN,43,1
-19,5000000,4543.288,1024,True,372957,0.00025933,5102,0.21488648,False,0.99042107,0.85733856,8.86e-06,NaN,43,2
-20,5000000,3253.3062,512,False,607800,2.394e-05,12301,1.1846057,False,NaN,NaN,NaN,NaN,43,0
-20,5000000,70.90567,512,False,607800,2.394e-05,12301,1.1846057,False,NaN,NaN,NaN,NaN,43,1
-20,5000000,3793.8843,512,False,607800,2.394e-05,12301,1.1846057,False,NaN,NaN,NaN,NaN,43,2
-21,5000000,4894.291,1024,False,1013586,0.01864451,14401,0.408993,True,NaN,NaN,NaN,0.90285844,43,0
-21,5000000,4715.6934,1024,False,1013586,0.01864451,14401,0.408993,True,NaN,NaN,NaN,0.90285844,43,1
-21,5000000,4841.134,1024,False,1013586,0.01864451,14401,0.408993,True,NaN,NaN,NaN,0.90285844,43,2
-22,5000000,1340.1476,2048,True,1117272,1.848e-05,15267,0.10128324,False,0.48532083,0.57217206,1.2e-07,NaN,43,0
-22,5000000,587.9706,2048,True,1117272,1.848e-05,15267,0.10128324,False,0.48532083,0.57217206,1.2e-07,NaN,43,1
-22,5000000,583.56744,2048,True,1117272,1.848e-05,15267,0.10128324,False,0.48532083,0.57217206,1.2e-07,NaN,43,2
-23,5000000,419.5429,2048,False,1022282,0.09277156,14806,0.93393561,True,NaN,NaN,NaN,0.32635656,43,0
-23,5000000,455.42188,2048,False,1022282,0.09277156,14806,0.93393561,True,NaN,NaN,NaN,0.32635656,43,1
-23,5000000,4778.1406,2048,False,1022282,0.09277156,14806,0.93393561,True,NaN,NaN,NaN,0.32635656,43,2
-24,5000000,206.25407,2048,True,1750751,0.06752151,8067,4.31868714,False,0.47969654,0.97371753,5e-08,NaN,43,0
-24,5000000,210.58702,2048,True,1750751,0.06752151,8067,4.31868714,False,0.47969654,0.97371753,5e-08,NaN,43,1
-24,5000000,212.49834,2048,True,1750751,0.06752151,8067,4.31868714,False,0.47969654,0.97371753,5e-08,NaN,43,2
+12,5000000,244.37479,512,True,670450,0.00590945,9210,0.17848609,False,0.32680642,0.76734942,6.2e-07,,43,0
+12,5000000,193.95721,512,True,670450,0.00590945,9210,0.17848609,False,0.32680642,0.76734942,6.2e-07,,43,1
+12,5000000,2220.5376,512,True,670450,0.00590945,9210,0.17848609,False,0.32680642,0.76734942,6.2e-07,,43,2
+13,5000000,0.0,1024,False,225129,3.85e-06,8797,0.65339108,False,,,,,43,0
+13,5000000,97.14226,1024,False,225129,3.85e-06,8797,0.65339108,False,,,,,43,1
+13,5000000,216.17056,1024,False,225129,3.85e-06,8797,0.65339108,False,,,,,43,2
+14,5000000,206.79712,512,False,1972244,0.05448919,6647,8.57833305,False,,,,,43,0
+14,5000000,208.48013,512,False,1972244,0.05448919,6647,8.57833305,False,,,,,43,1
+14,5000000,211.07202,512,False,1972244,0.05448919,6647,8.57833305,False,,,,,43,2
+15,5000000,213.44975,1024,False,359084,3.289e-05,9059,0.55262709,True,,,,0.88139984,43,0
+15,5000000,212.83588,1024,False,359084,3.289e-05,9059,0.55262709,True,,,,0.88139984,43,1
+15,5000000,210.9599,1024,False,359084,3.289e-05,9059,0.55262709,True,,,,0.88139984,43,2
+16,5000000,4031.8179,512,True,310787,0.06031183,8667,2.42190098,False,0.34631196,0.75830648,6.595e-05,,43,0
+16,5000000,1755.0728,512,True,310787,0.06031183,8667,2.42190098,False,0.34631196,0.75830648,6.595e-05,,43,1
+16,5000000,4606.673,512,True,310787,0.06031183,8667,2.42190098,False,0.34631196,0.75830648,6.595e-05,,43,2
+17,5000000,451.3136,2048,True,201920,0.00013388,7187,0.11235351,False,0.87017794,0.05306146,1.77e-06,,43,0
+17,5000000,3271.7466,2048,True,201920,0.00013388,7187,0.11235351,False,0.87017794,0.05306146,1.77e-06,,43,1
+17,5000000,272.2473,2048,True,201920,0.00013388,7187,0.11235351,False,0.87017794,0.05306146,1.77e-06,,43,2
+18,5000000,205.60178,1024,True,412217,0.00034407,6978,0.14964172,False,0.88481355,0.32889927,6.171e-05,,43,0
+18,5000000,214.24582,1024,True,412217,0.00034407,6978,0.14964172,False,0.88481355,0.32889927,6.171e-05,,43,1
+18,5000000,215.09872,1024,True,412217,0.00034407,6978,0.14964172,False,0.88481355,0.32889927,6.171e-05,,43,2
+19,5000000,4413.7773,1024,True,372957,0.00025933,5102,0.21488648,False,0.99042107,0.85733856,8.86e-06,,43,0
+19,5000000,4325.7466,1024,True,372957,0.00025933,5102,0.21488648,False,0.99042107,0.85733856,8.86e-06,,43,1
+19,5000000,4543.288,1024,True,372957,0.00025933,5102,0.21488648,False,0.99042107,0.85733856,8.86e-06,,43,2
+20,5000000,3253.3062,512,False,607800,2.394e-05,12301,1.1846057,False,,,,,43,0
+20,5000000,70.90567,512,False,607800,2.394e-05,12301,1.1846057,False,,,,,43,1
+20,5000000,3793.8843,512,False,607800,2.394e-05,12301,1.1846057,False,,,,,43,2
+21,5000000,4894.291,1024,False,1013586,0.01864451,14401,0.408993,True,,,,0.90285844,43,0
+21,5000000,4715.6934,1024,False,1013586,0.01864451,14401,0.408993,True,,,,0.90285844,43,1
+21,5000000,4841.134,1024,False,1013586,0.01864451,14401,0.408993,True,,,,0.90285844,43,2
+22,5000000,1340.1476,2048,True,1117272,1.848e-05,15267,0.10128324,False,0.48532083,0.57217206,1.2e-07,,43,0
+22,5000000,587.9706,2048,True,1117272,1.848e-05,15267,0.10128324,False,0.48532083,0.57217206,1.2e-07,,43,1
+22,5000000,583.56744,2048,True,1117272,1.848e-05,15267,0.10128324,False,0.48532083,0.57217206,1.2e-07,,43,2
+23,5000000,419.5429,2048,False,1022282,0.09277156,14806,0.93393561,True,,,,0.32635656,43,0
+23,5000000,455.42188,2048,False,1022282,0.09277156,14806,0.93393561,True,,,,0.32635656,43,1
+23,5000000,4778.1406,2048,False,1022282,0.09277156,14806,0.93393561,True,,,,0.32635656,43,2
+24,5000000,206.25407,2048,True,1750751,0.06752151,8067,4.31868714,False,0.47969654,0.97371753,5e-08,,43,0
+24,5000000,210.58702,2048,True,1750751,0.06752151,8067,4.31868714,False,0.47969654,0.97371753,5e-08,,43,1
+24,5000000,212.49834,2048,True,1750751,0.06752151,8067,4.31868714,False,0.47969654,0.97371753,5e-08,,43,2
 25,5000000,154.9788,1024,True,1553016,0.00092647,8467,7.07090916,True,0.6082462,0.42131663,0.0,0.69929805,43,0
 25,5000000,61.052155,1024,True,1553016,0.00092647,8467,7.07090916,True,0.6082462,0.42131663,0.0,0.69929805,43,1
 25,5000000,85.069435,1024,True,1553016,0.00092647,8467,7.07090916,True,0.6082462,0.42131663,0.0,0.69929805,43,2
-26,5000000,185.199,1024,False,1334367,5.905e-05,1949,0.3392767,False,NaN,NaN,NaN,NaN,43,0
-26,5000000,317.8405,1024,False,1334367,5.905e-05,1949,0.3392767,False,NaN,NaN,NaN,NaN,43,1
-26,5000000,3537.401,1024,False,1334367,5.905e-05,1949,0.3392767,False,NaN,NaN,NaN,NaN,43,2
+26,5000000,185.199,1024,False,1334367,5.905e-05,1949,0.3392767,False,,,,,43,0
+26,5000000,317.8405,1024,False,1334367,5.905e-05,1949,0.3392767,False,,,,,43,1
+26,5000000,3537.401,1024,False,1334367,5.905e-05,1949,0.3392767,False,,,,,43,2
 27,5000000,684.7876,512,True,203780,1.17e-06,12744,4.01530438,True,0.86923703,0.61385469,2.9e-07,0.99230613,43,0
 27,5000000,4128.2705,512,True,203780,1.17e-06,12744,4.01530438,True,0.86923703,0.61385469,2.9e-07,0.99230613,43,1
 27,5000000,2420.9321,512,True,203780,1.17e-06,12744,4.01530438,True,0.86923703,0.61385469,2.9e-07,0.99230613,43,2
-28,5000000,186.10522,1024,True,943067,1.99e-06,10878,1.29455632,False,0.45762423,0.88694876,1.504e-05,NaN,43,0
-28,5000000,205.96938,1024,True,943067,1.99e-06,10878,1.29455632,False,0.45762423,0.88694876,1.504e-05,NaN,43,1
-28,5000000,789.1526,1024,True,943067,1.99e-06,10878,1.29455632,False,0.45762423,0.88694876,1.504e-05,NaN,43,2
-29,5000000,201.43213,1024,False,1664841,0.03731207,13576,9.58449301,True,NaN,NaN,NaN,0.94939815,43,0
-29,5000000,210.34888,1024,False,1664841,0.03731207,13576,9.58449301,True,NaN,NaN,NaN,0.94939815,43,1
-29,5000000,210.4844,1024,False,1664841,0.03731207,13576,9.58449301,True,NaN,NaN,NaN,0.94939815,43,2
-30,5000000,56.91275,512,True,1064185,1.38e-06,16184,0.40011277,False,0.55704214,0.70099197,2.2e-07,NaN,43,0
-30,5000000,0.0,512,True,1064185,1.38e-06,16184,0.40011277,False,0.55704214,0.70099197,2.2e-07,NaN,43,1
-30,5000000,458.07986,512,True,1064185,1.38e-06,16184,0.40011277,False,0.55704214,0.70099197,2.2e-07,NaN,43,2
-31,5000000,205.54874,512,False,1200631,0.07761601,988,1.5020764,False,NaN,NaN,NaN,NaN,43,0
-31,5000000,214.39804,512,False,1200631,0.07761601,988,1.5020764,False,NaN,NaN,NaN,NaN,43,1
-31,5000000,215.28592,512,False,1200631,0.07761601,988,1.5020764,False,NaN,NaN,NaN,NaN,43,2
-0,5000000,3416.8567,1024,False,970139,9.339e-05,3016,1.80109316,False,NaN,NaN,NaN,NaN,46,0
-0,5000000,70.57526,1024,False,970139,9.339e-05,3016,1.80109316,False,NaN,NaN,NaN,NaN,46,1
-0,5000000,1247.9368,1024,False,970139,9.339e-05,3016,1.80109316,False,NaN,NaN,NaN,NaN,46,2
-1,5000000,71.61484,1024,True,168750,1.244e-05,15427,0.30883566,False,0.49170605,0.58074783,7.3e-07,NaN,46,0
-1,5000000,73.946724,1024,True,168750,1.244e-05,15427,0.30883566,False,0.49170605,0.58074783,7.3e-07,NaN,46,1
-1,5000000,81.551506,1024,True,168750,1.244e-05,15427,0.30883566,False,0.49170605,0.58074783,7.3e-07,NaN,46,2
-2,5000000,207.048,1024,True,663468,3.569e-05,40,2.60078975,False,0.34295881,0.84932715,1e-08,NaN,46,0
-2,5000000,209.25208,1024,True,663468,3.569e-05,40,2.60078975,False,0.34295881,0.84932715,1e-08,NaN,46,1
-2,5000000,211.8298,1024,True,663468,3.569e-05,40,2.60078975,False,0.34295881,0.84932715,1e-08,NaN,46,2
-3,5000000,1350.2188,512,False,451491,2.645e-05,8726,0.46373897,True,NaN,NaN,NaN,0.04308129,46,0
-3,5000000,2477.9004,512,False,451491,2.645e-05,8726,0.46373897,True,NaN,NaN,NaN,0.04308129,46,1
-3,5000000,3232.3076,512,False,451491,2.645e-05,8726,0.46373897,True,NaN,NaN,NaN,0.04308129,46,2
-4,5000000,3725.5315,512,False,1819578,0.00451449,8031,2.11390926,True,NaN,NaN,NaN,0.7299293,46,0
-4,5000000,3225.0579,512,False,1819578,0.00451449,8031,2.11390926,True,NaN,NaN,NaN,0.7299293,46,1
-4,5000000,4148.0625,512,False,1819578,0.00451449,8031,2.11390926,True,NaN,NaN,NaN,0.7299293,46,2
-5,5000000,4679.9795,2048,True,968832,0.00018729,10840,0.14241915,False,0.93557712,0.33802001,0.0,NaN,46,0
-5,5000000,4324.834,2048,True,968832,0.00018729,10840,0.14241915,False,0.93557712,0.33802001,0.0,NaN,46,1
-5,5000000,4483.905,2048,True,968832,0.00018729,10840,0.14241915,False,0.93557712,0.33802001,0.0,NaN,46,2
-6,5000000,463.06348,2048,False,1022330,0.03959301,3434,0.41136861,True,NaN,NaN,NaN,0.1137344,46,0
-6,5000000,0.0,2048,False,1022330,0.03959301,3434,0.41136861,True,NaN,NaN,NaN,0.1137344,46,1
-6,5000000,214.63368,2048,False,1022330,0.03959301,3434,0.41136861,True,NaN,NaN,NaN,0.1137344,46,2
-7,5000000,4434.0703,1024,False,1137863,7.232e-05,1377,0.1268931,False,NaN,NaN,NaN,NaN,46,0
-7,5000000,3662.2993,1024,False,1137863,7.232e-05,1377,0.1268931,False,NaN,NaN,NaN,NaN,46,1
-7,5000000,4018.662,1024,False,1137863,7.232e-05,1377,0.1268931,False,NaN,NaN,NaN,NaN,46,2
-8,5000000,201.06055,1024,True,414558,1.668e-05,192,9.15033935,False,0.97041333,0.573542,2.9e-06,NaN,46,0
-8,5000000,5032.467,1024,True,414558,1.668e-05,192,9.15033935,False,0.97041333,0.573542,2.9e-06,NaN,46,1
-8,5000000,54.84364,1024,True,414558,1.668e-05,192,9.15033935,False,0.97041333,0.573542,2.9e-06,NaN,46,2
-9,5000000,2793.253,1024,False,154903,9.83e-06,843,0.16022108,True,NaN,NaN,NaN,0.17597535,46,0
-9,5000000,4446.6367,1024,False,154903,9.83e-06,843,0.16022108,True,NaN,NaN,NaN,0.17597535,46,1
-9,5000000,4060.5645,1024,False,154903,9.83e-06,843,0.16022108,True,NaN,NaN,NaN,0.17597535,46,2
-10,5000000,4522.5737,1024,False,1955860,1.1e-06,15835,0.64905994,True,NaN,NaN,NaN,0.82710468,46,0
-10,5000000,4334.122,1024,False,1955860,1.1e-06,15835,0.64905994,True,NaN,NaN,NaN,0.82710468,46,1
-10,5000000,4467.995,1024,False,1955860,1.1e-06,15835,0.64905994,True,NaN,NaN,NaN,0.82710468,46,2
-11,5000000,380.07068,1024,True,124683,0.0092563,7123,0.24822535,False,0.63938601,0.26633893,4.273e-05,NaN,46,0
-11,5000000,535.3848,1024,True,124683,0.0092563,7123,0.24822535,False,0.63938601,0.26633893,4.273e-05,NaN,46,1
-11,5000000,532.5736,1024,True,124683,0.0092563,7123,0.24822535,False,0.63938601,0.26633893,4.273e-05,NaN,46,2
-12,5000000,4524.1475,2048,False,958726,4.86e-06,13488,9.52760035,False,NaN,NaN,NaN,NaN,46,0
-12,5000000,4440.9316,2048,False,958726,4.86e-06,13488,9.52760035,False,NaN,NaN,NaN,NaN,46,1
-12,5000000,95.70607,2048,False,958726,4.86e-06,13488,9.52760035,False,NaN,NaN,NaN,NaN,46,2
-13,5000000,5471.253,2048,False,1485022,0.02560739,10783,1.5200764,False,NaN,NaN,NaN,NaN,46,0
-13,5000000,5309.968,2048,False,1485022,0.02560739,10783,1.5200764,False,NaN,NaN,NaN,NaN,46,1
-13,5000000,4996.534,2048,False,1485022,0.02560739,10783,1.5200764,False,NaN,NaN,NaN,NaN,46,2
-14,5000000,77.79747,2048,True,1058314,4.96e-06,6038,0.11162506,False,0.11470667,0.72716039,5.43e-06,NaN,46,0
-14,5000000,156.31094,2048,True,1058314,4.96e-06,6038,0.11162506,False,0.11470667,0.72716039,5.43e-06,NaN,46,1
-14,5000000,65.21234,2048,True,1058314,4.96e-06,6038,0.11162506,False,0.11470667,0.72716039,5.43e-06,NaN,46,2
-15,5000000,4270.004,1024,False,1953684,8.35e-06,13424,0.63294492,False,NaN,NaN,NaN,NaN,46,0
-15,5000000,3361.504,1024,False,1953684,8.35e-06,13424,0.63294492,False,NaN,NaN,NaN,NaN,46,1
-15,5000000,4901.085,1024,False,1953684,8.35e-06,13424,0.63294492,False,NaN,NaN,NaN,NaN,46,2
+28,5000000,186.10522,1024,True,943067,1.99e-06,10878,1.29455632,False,0.45762423,0.88694876,1.504e-05,,43,0
+28,5000000,205.96938,1024,True,943067,1.99e-06,10878,1.29455632,False,0.45762423,0.88694876,1.504e-05,,43,1
+28,5000000,789.1526,1024,True,943067,1.99e-06,10878,1.29455632,False,0.45762423,0.88694876,1.504e-05,,43,2
+29,5000000,201.43213,1024,False,1664841,0.03731207,13576,9.58449301,True,,,,0.94939815,43,0
+29,5000000,210.34888,1024,False,1664841,0.03731207,13576,9.58449301,True,,,,0.94939815,43,1
+29,5000000,210.4844,1024,False,1664841,0.03731207,13576,9.58449301,True,,,,0.94939815,43,2
+30,5000000,56.91275,512,True,1064185,1.38e-06,16184,0.40011277,False,0.55704214,0.70099197,2.2e-07,,43,0
+30,5000000,0.0,512,True,1064185,1.38e-06,16184,0.40011277,False,0.55704214,0.70099197,2.2e-07,,43,1
+30,5000000,458.07986,512,True,1064185,1.38e-06,16184,0.40011277,False,0.55704214,0.70099197,2.2e-07,,43,2
+31,5000000,205.54874,512,False,1200631,0.07761601,988,1.5020764,False,,,,,43,0
+31,5000000,214.39804,512,False,1200631,0.07761601,988,1.5020764,False,,,,,43,1
+31,5000000,215.28592,512,False,1200631,0.07761601,988,1.5020764,False,,,,,43,2
+0,5000000,3416.8567,1024,False,970139,9.339e-05,3016,1.80109316,False,,,,,46,0
+0,5000000,70.57526,1024,False,970139,9.339e-05,3016,1.80109316,False,,,,,46,1
+0,5000000,1247.9368,1024,False,970139,9.339e-05,3016,1.80109316,False,,,,,46,2
+1,5000000,71.61484,1024,True,168750,1.244e-05,15427,0.30883566,False,0.49170605,0.58074783,7.3e-07,,46,0
+1,5000000,73.946724,1024,True,168750,1.244e-05,15427,0.30883566,False,0.49170605,0.58074783,7.3e-07,,46,1
+1,5000000,81.551506,1024,True,168750,1.244e-05,15427,0.30883566,False,0.49170605,0.58074783,7.3e-07,,46,2
+2,5000000,207.048,1024,True,663468,3.569e-05,40,2.60078975,False,0.34295881,0.84932715,1e-08,,46,0
+2,5000000,209.25208,1024,True,663468,3.569e-05,40,2.60078975,False,0.34295881,0.84932715,1e-08,,46,1
+2,5000000,211.8298,1024,True,663468,3.569e-05,40,2.60078975,False,0.34295881,0.84932715,1e-08,,46,2
+3,5000000,1350.2188,512,False,451491,2.645e-05,8726,0.46373897,True,,,,0.04308129,46,0
+3,5000000,2477.9004,512,False,451491,2.645e-05,8726,0.46373897,True,,,,0.04308129,46,1
+3,5000000,3232.3076,512,False,451491,2.645e-05,8726,0.46373897,True,,,,0.04308129,46,2
+4,5000000,3725.5315,512,False,1819578,0.00451449,8031,2.11390926,True,,,,0.7299293,46,0
+4,5000000,3225.0579,512,False,1819578,0.00451449,8031,2.11390926,True,,,,0.7299293,46,1
+4,5000000,4148.0625,512,False,1819578,0.00451449,8031,2.11390926,True,,,,0.7299293,46,2
+5,5000000,4679.9795,2048,True,968832,0.00018729,10840,0.14241915,False,0.93557712,0.33802001,0.0,,46,0
+5,5000000,4324.834,2048,True,968832,0.00018729,10840,0.14241915,False,0.93557712,0.33802001,0.0,,46,1
+5,5000000,4483.905,2048,True,968832,0.00018729,10840,0.14241915,False,0.93557712,0.33802001,0.0,,46,2
+6,5000000,463.06348,2048,False,1022330,0.03959301,3434,0.41136861,True,,,,0.1137344,46,0
+6,5000000,0.0,2048,False,1022330,0.03959301,3434,0.41136861,True,,,,0.1137344,46,1
+6,5000000,214.63368,2048,False,1022330,0.03959301,3434,0.41136861,True,,,,0.1137344,46,2
+7,5000000,4434.0703,1024,False,1137863,7.232e-05,1377,0.1268931,False,,,,,46,0
+7,5000000,3662.2993,1024,False,1137863,7.232e-05,1377,0.1268931,False,,,,,46,1
+7,5000000,4018.662,1024,False,1137863,7.232e-05,1377,0.1268931,False,,,,,46,2
+8,5000000,201.06055,1024,True,414558,1.668e-05,192,9.15033935,False,0.97041333,0.573542,2.9e-06,,46,0
+8,5000000,5032.467,1024,True,414558,1.668e-05,192,9.15033935,False,0.97041333,0.573542,2.9e-06,,46,1
+8,5000000,54.84364,1024,True,414558,1.668e-05,192,9.15033935,False,0.97041333,0.573542,2.9e-06,,46,2
+9,5000000,2793.253,1024,False,154903,9.83e-06,843,0.16022108,True,,,,0.17597535,46,0
+9,5000000,4446.6367,1024,False,154903,9.83e-06,843,0.16022108,True,,,,0.17597535,46,1
+9,5000000,4060.5645,1024,False,154903,9.83e-06,843,0.16022108,True,,,,0.17597535,46,2
+10,5000000,4522.5737,1024,False,1955860,1.1e-06,15835,0.64905994,True,,,,0.82710468,46,0
+10,5000000,4334.122,1024,False,1955860,1.1e-06,15835,0.64905994,True,,,,0.82710468,46,1
+10,5000000,4467.995,1024,False,1955860,1.1e-06,15835,0.64905994,True,,,,0.82710468,46,2
+11,5000000,380.07068,1024,True,124683,0.0092563,7123,0.24822535,False,0.63938601,0.26633893,4.273e-05,,46,0
+11,5000000,535.3848,1024,True,124683,0.0092563,7123,0.24822535,False,0.63938601,0.26633893,4.273e-05,,46,1
+11,5000000,532.5736,1024,True,124683,0.0092563,7123,0.24822535,False,0.63938601,0.26633893,4.273e-05,,46,2
+12,5000000,4524.1475,2048,False,958726,4.86e-06,13488,9.52760035,False,,,,,46,0
+12,5000000,4440.9316,2048,False,958726,4.86e-06,13488,9.52760035,False,,,,,46,1
+12,5000000,95.70607,2048,False,958726,4.86e-06,13488,9.52760035,False,,,,,46,2
+13,5000000,5471.253,2048,False,1485022,0.02560739,10783,1.5200764,False,,,,,46,0
+13,5000000,5309.968,2048,False,1485022,0.02560739,10783,1.5200764,False,,,,,46,1
+13,5000000,4996.534,2048,False,1485022,0.02560739,10783,1.5200764,False,,,,,46,2
+14,5000000,77.79747,2048,True,1058314,4.96e-06,6038,0.11162506,False,0.11470667,0.72716039,5.43e-06,,46,0
+14,5000000,156.31094,2048,True,1058314,4.96e-06,6038,0.11162506,False,0.11470667,0.72716039,5.43e-06,,46,1
+14,5000000,65.21234,2048,True,1058314,4.96e-06,6038,0.11162506,False,0.11470667,0.72716039,5.43e-06,,46,2
+15,5000000,4270.004,1024,False,1953684,8.35e-06,13424,0.63294492,False,,,,,46,0
+15,5000000,3361.504,1024,False,1953684,8.35e-06,13424,0.63294492,False,,,,,46,1
+15,5000000,4901.085,1024,False,1953684,8.35e-06,13424,0.63294492,False,,,,,46,2
 16,5000000,4419.2524,512,True,226594,8.088e-05,15875,1.41254424,True,0.40302069,0.96143395,6e-08,0.50821939,46,0
 16,5000000,4499.8726,512,True,226594,8.088e-05,15875,1.41254424,True,0.40302069,0.96143395,6e-08,0.50821939,46,1
 16,5000000,4440.356,512,True,226594,8.088e-05,15875,1.41254424,True,0.40302069,0.96143395,6e-08,0.50821939,46,2
-17,5000000,212.44156,1024,True,1459503,0.00079137,8590,0.5401751,False,0.51000964,0.84019423,1e-08,NaN,46,0
-17,5000000,0.0,1024,True,1459503,0.00079137,8590,0.5401751,False,0.51000964,0.84019423,1e-08,NaN,46,1
-17,5000000,74.70093,1024,True,1459503,0.00079137,8590,0.5401751,False,0.51000964,0.84019423,1e-08,NaN,46,2
-18,5000000,217.9391,2048,False,339502,0.01074636,7,0.17045879,False,NaN,NaN,NaN,NaN,46,0
-18,5000000,4733.464,2048,False,339502,0.01074636,7,0.17045879,False,NaN,NaN,NaN,NaN,46,1
-18,5000000,4877.963,2048,False,339502,0.01074636,7,0.17045879,False,NaN,NaN,NaN,NaN,46,2
-19,5000000,1738.8981,2048,False,794477,0.08725644,15688,1.81178802,False,NaN,NaN,NaN,NaN,46,0
-19,5000000,4781.1963,2048,False,794477,0.08725644,15688,1.81178802,False,NaN,NaN,NaN,NaN,46,1
-19,5000000,4174.292,2048,False,794477,0.08725644,15688,1.81178802,False,NaN,NaN,NaN,NaN,46,2
-20,5000000,5043.6035,2048,False,992679,1.025e-05,16285,0.12150006,False,NaN,NaN,NaN,NaN,46,0
-20,5000000,4887.4766,2048,False,992679,1.025e-05,16285,0.12150006,False,NaN,NaN,NaN,NaN,46,1
-20,5000000,4806.204,2048,False,992679,1.025e-05,16285,0.12150006,False,NaN,NaN,NaN,NaN,46,2
-21,5000000,52.62071,512,False,1425501,0.00474263,4415,1.13627434,True,NaN,NaN,NaN,0.64640395,46,0
-21,5000000,362.6525,512,False,1425501,0.00474263,4415,1.13627434,True,NaN,NaN,NaN,0.64640395,46,1
-21,5000000,221.31413,512,False,1425501,0.00474263,4415,1.13627434,True,NaN,NaN,NaN,0.64640395,46,2
-22,5000000,4431.6406,1024,False,1560834,0.07643249,13174,0.15683077,True,NaN,NaN,NaN,0.38643274,46,0
-22,5000000,4372.957,1024,False,1560834,0.07643249,13174,0.15683077,True,NaN,NaN,NaN,0.38643274,46,1
-22,5000000,4655.0894,1024,False,1560834,0.07643249,13174,0.15683077,True,NaN,NaN,NaN,0.38643274,46,2
-23,5000000,210.17053,2048,True,1860088,0.00010645,12629,0.13035383,False,0.46548805,0.83724123,0.0,NaN,46,0
-23,5000000,210.29878,2048,True,1860088,0.00010645,12629,0.13035383,False,0.46548805,0.83724123,0.0,NaN,46,1
-23,5000000,210.11472,2048,True,1860088,0.00010645,12629,0.13035383,False,0.46548805,0.83724123,0.0,NaN,46,2
+17,5000000,212.44156,1024,True,1459503,0.00079137,8590,0.5401751,False,0.51000964,0.84019423,1e-08,,46,0
+17,5000000,0.0,1024,True,1459503,0.00079137,8590,0.5401751,False,0.51000964,0.84019423,1e-08,,46,1
+17,5000000,74.70093,1024,True,1459503,0.00079137,8590,0.5401751,False,0.51000964,0.84019423,1e-08,,46,2
+18,5000000,217.9391,2048,False,339502,0.01074636,7,0.17045879,False,,,,,46,0
+18,5000000,4733.464,2048,False,339502,0.01074636,7,0.17045879,False,,,,,46,1
+18,5000000,4877.963,2048,False,339502,0.01074636,7,0.17045879,False,,,,,46,2
+19,5000000,1738.8981,2048,False,794477,0.08725644,15688,1.81178802,False,,,,,46,0
+19,5000000,4781.1963,2048,False,794477,0.08725644,15688,1.81178802,False,,,,,46,1
+19,5000000,4174.292,2048,False,794477,0.08725644,15688,1.81178802,False,,,,,46,2
+20,5000000,5043.6035,2048,False,992679,1.025e-05,16285,0.12150006,False,,,,,46,0
+20,5000000,4887.4766,2048,False,992679,1.025e-05,16285,0.12150006,False,,,,,46,1
+20,5000000,4806.204,2048,False,992679,1.025e-05,16285,0.12150006,False,,,,,46,2
+21,5000000,52.62071,512,False,1425501,0.00474263,4415,1.13627434,True,,,,0.64640395,46,0
+21,5000000,362.6525,512,False,1425501,0.00474263,4415,1.13627434,True,,,,0.64640395,46,1
+21,5000000,221.31413,512,False,1425501,0.00474263,4415,1.13627434,True,,,,0.64640395,46,2
+22,5000000,4431.6406,1024,False,1560834,0.07643249,13174,0.15683077,True,,,,0.38643274,46,0
+22,5000000,4372.957,1024,False,1560834,0.07643249,13174,0.15683077,True,,,,0.38643274,46,1
+22,5000000,4655.0894,1024,False,1560834,0.07643249,13174,0.15683077,True,,,,0.38643274,46,2
+23,5000000,210.17053,2048,True,1860088,0.00010645,12629,0.13035383,False,0.46548805,0.83724123,0.0,,46,0
+23,5000000,210.29878,2048,True,1860088,0.00010645,12629,0.13035383,False,0.46548805,0.83724123,0.0,,46,1
+23,5000000,210.11472,2048,True,1860088,0.00010645,12629,0.13035383,False,0.46548805,0.83724123,0.0,,46,2
 24,5000000,71.09009,1024,True,1605518,2.65e-06,9805,6.72272512,True,0.79200126,0.34091723,0.0,0.64218634,46,0
 24,5000000,103.08116,1024,True,1605518,2.65e-06,9805,6.72272512,True,0.79200126,0.34091723,0.0,0.64218634,46,1
 24,5000000,83.824814,1024,True,1605518,2.65e-06,9805,6.72272512,True,0.79200126,0.34091723,0.0,0.64218634,46,2
-25,5000000,3292.1167,2048,False,217638,1.66e-06,8412,0.59075923,True,NaN,NaN,NaN,0.56544258,46,0
-25,5000000,2703.4316,2048,False,217638,1.66e-06,8412,0.59075923,True,NaN,NaN,NaN,0.56544258,46,1
-25,5000000,4684.5815,2048,False,217638,1.66e-06,8412,0.59075923,True,NaN,NaN,NaN,0.56544258,46,2
-26,5000000,277.82776,1024,True,188146,0.0001276,1574,0.80123828,False,0.42421614,0.48535966,2.56e-06,NaN,46,0
-26,5000000,135.0529,1024,True,188146,0.0001276,1574,0.80123828,False,0.42421614,0.48535966,2.56e-06,NaN,46,1
-26,5000000,4539.7764,1024,True,188146,0.0001276,1574,0.80123828,False,0.42421614,0.48535966,2.56e-06,NaN,46,2
+25,5000000,3292.1167,2048,False,217638,1.66e-06,8412,0.59075923,True,,,,0.56544258,46,0
+25,5000000,2703.4316,2048,False,217638,1.66e-06,8412,0.59075923,True,,,,0.56544258,46,1
+25,5000000,4684.5815,2048,False,217638,1.66e-06,8412,0.59075923,True,,,,0.56544258,46,2
+26,5000000,277.82776,1024,True,188146,0.0001276,1574,0.80123828,False,0.42421614,0.48535966,2.56e-06,,46,0
+26,5000000,135.0529,1024,True,188146,0.0001276,1574,0.80123828,False,0.42421614,0.48535966,2.56e-06,,46,1
+26,5000000,4539.7764,1024,True,188146,0.0001276,1574,0.80123828,False,0.42421614,0.48535966,2.56e-06,,46,2
 27,5000000,4311.6055,512,True,1097193,5.322e-05,1887,1.77498373,True,0.45926299,0.60976417,2.65e-06,0.54132835,46,0
 27,5000000,4314.742,512,True,1097193,5.322e-05,1887,1.77498373,True,0.45926299,0.60976417,2.65e-06,0.54132835,46,1
 27,5000000,4252.218,512,True,1097193,5.322e-05,1887,1.77498373,True,0.45926299,0.60976417,2.65e-06,0.54132835,46,2
-28,5000000,0.0,2048,True,1334179,1.57e-06,1243,0.71091279,False,0.62641187,0.65714041,0.0,NaN,46,0
-28,5000000,52.279686,2048,True,1334179,1.57e-06,1243,0.71091279,False,0.62641187,0.65714041,0.0,NaN,46,1
-28,5000000,0.0,2048,True,1334179,1.57e-06,1243,0.71091279,False,0.62641187,0.65714041,0.0,NaN,46,2
-29,5000000,1754.1102,2048,True,333351,0.00114339,13833,0.29375822,False,0.89334722,0.65193694,0.0,NaN,46,0
-29,5000000,3740.523,2048,True,333351,0.00114339,13833,0.29375822,False,0.89334722,0.65193694,0.0,NaN,46,1
-29,5000000,1846.0592,2048,True,333351,0.00114339,13833,0.29375822,False,0.89334722,0.65193694,0.0,NaN,46,2
-30,5000000,4387.2803,1024,True,658050,0.01427557,4340,5.38237766,False,0.77425782,0.922965,3.89e-06,NaN,46,0
-30,5000000,4200.213,1024,True,658050,0.01427557,4340,5.38237766,False,0.77425782,0.922965,3.89e-06,NaN,46,1
-30,5000000,4474.6426,1024,True,658050,0.01427557,4340,5.38237766,False,0.77425782,0.922965,3.89e-06,NaN,46,2
-31,5000000,614.69556,1024,False,196061,0.00193106,5459,0.72007677,False,NaN,NaN,NaN,NaN,46,0
-31,5000000,942.91724,1024,False,196061,0.00193106,5459,0.72007677,False,NaN,NaN,NaN,NaN,46,1
-31,5000000,715.7019,1024,False,196061,0.00193106,5459,0.72007677,False,NaN,NaN,NaN,NaN,46,2
+28,5000000,0.0,2048,True,1334179,1.57e-06,1243,0.71091279,False,0.62641187,0.65714041,0.0,,46,0
+28,5000000,52.279686,2048,True,1334179,1.57e-06,1243,0.71091279,False,0.62641187,0.65714041,0.0,,46,1
+28,5000000,0.0,2048,True,1334179,1.57e-06,1243,0.71091279,False,0.62641187,0.65714041,0.0,,46,2
+29,5000000,1754.1102,2048,True,333351,0.00114339,13833,0.29375822,False,0.89334722,0.65193694,0.0,,46,0
+29,5000000,3740.523,2048,True,333351,0.00114339,13833,0.29375822,False,0.89334722,0.65193694,0.0,,46,1
+29,5000000,1846.0592,2048,True,333351,0.00114339,13833,0.29375822,False,0.89334722,0.65193694,0.0,,46,2
+30,5000000,4387.2803,1024,True,658050,0.01427557,4340,5.38237766,False,0.77425782,0.922965,3.89e-06,,46,0
+30,5000000,4200.213,1024,True,658050,0.01427557,4340,5.38237766,False,0.77425782,0.922965,3.89e-06,,46,1
+30,5000000,4474.6426,1024,True,658050,0.01427557,4340,5.38237766,False,0.77425782,0.922965,3.89e-06,,46,2
+31,5000000,614.69556,1024,False,196061,0.00193106,5459,0.72007677,False,,,,,46,0
+31,5000000,942.91724,1024,False,196061,0.00193106,5459,0.72007677,False,,,,,46,1
+31,5000000,715.7019,1024,False,196061,0.00193106,5459,0.72007677,False,,,,,46,2

rs/cc_acrobot_dqn.csv

@@ -2,393 +2,393 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 0,100000,-500.0,256,True,38218,0.85403629,8.11e-06,474,0.09175793,True,0.45599426,0.02580659,0.00021517,6.0,42,0
 0,100000,-500.0,256,True,38218,0.85403629,8.11e-06,474,0.09175793,True,0.45599426,0.02580659,0.00021517,6.0,42,1
 0,100000,-500.0,256,True,38218,0.85403629,8.11e-06,474,0.09175793,True,0.45599426,0.02580659,0.00021517,6.0,42,2
-1,100000,-88.96875,256,False,12558,0.98058601,0.06703113,1367,0.04056964,False,NaN,NaN,NaN,NaN,42,0
-1,100000,-91.78906,256,False,12558,0.98058601,0.06703113,1367,0.04056964,False,NaN,NaN,NaN,NaN,42,1
-1,100000,-100.203125,256,False,12558,0.98058601,0.06703113,1367,0.04056964,False,NaN,NaN,NaN,NaN,42,2
-2,100000,-75.609375,64,False,81380,0.87777557,0.04451314,1363,0.0252955,True,NaN,NaN,NaN,56.0,42,0
-2,100000,-84.86719,64,False,81380,0.87777557,0.04451314,1363,0.0252955,True,NaN,NaN,NaN,56.0,42,1
-2,100000,-77.35156,64,False,81380,0.87777557,0.04451314,1363,0.0252955,True,NaN,NaN,NaN,56.0,42,2
-3,100000,-500.0,128,True,105119,0.54042666,0.08262581,186,0.10290652,False,0.67893322,0.23626452,0.00096608,NaN,42,0
-3,100000,-500.0,128,True,105119,0.54042666,0.08262581,186,0.10290652,False,0.67893322,0.23626452,0.00096608,NaN,42,1
-3,100000,-487.04688,128,True,105119,0.54042666,0.08262581,186,0.10290652,False,0.67893322,0.23626452,0.00096608,NaN,42,2
-4,100000,-500.0,128,False,3581,0.64196049,7.58e-06,1415,0.11409341,False,NaN,NaN,NaN,NaN,42,0
-4,100000,-500.0,128,False,3581,0.64196049,7.58e-06,1415,0.11409341,False,NaN,NaN,NaN,NaN,42,1
-4,100000,-500.0,128,False,3581,0.64196049,7.58e-06,1415,0.11409341,False,NaN,NaN,NaN,NaN,42,2
-5,100000,-88.32031,256,True,86338,0.8480149,5.02e-06,245,0.05198518,False,0.79783474,0.58249734,2.309e-05,NaN,42,0
-5,100000,-106.671875,256,True,86338,0.8480149,5.02e-06,245,0.05198518,False,0.79783474,0.58249734,2.309e-05,NaN,42,1
-5,100000,-92.078125,256,True,86338,0.8480149,5.02e-06,245,0.05198518,False,0.79783474,0.58249734,2.309e-05,NaN,42,2
+1,100000,-88.96875,256,False,12558,0.98058601,0.06703113,1367,0.04056964,False,,,,,42,0
+1,100000,-91.78906,256,False,12558,0.98058601,0.06703113,1367,0.04056964,False,,,,,42,1
+1,100000,-100.203125,256,False,12558,0.98058601,0.06703113,1367,0.04056964,False,,,,,42,2
+2,100000,-75.609375,64,False,81380,0.87777557,0.04451314,1363,0.0252955,True,,,,56.0,42,0
+2,100000,-84.86719,64,False,81380,0.87777557,0.04451314,1363,0.0252955,True,,,,56.0,42,1
+2,100000,-77.35156,64,False,81380,0.87777557,0.04451314,1363,0.0252955,True,,,,56.0,42,2
+3,100000,-500.0,128,True,105119,0.54042666,0.08262581,186,0.10290652,False,0.67893322,0.23626452,0.00096608,,42,0
+3,100000,-500.0,128,True,105119,0.54042666,0.08262581,186,0.10290652,False,0.67893322,0.23626452,0.00096608,,42,1
+3,100000,-487.04688,128,True,105119,0.54042666,0.08262581,186,0.10290652,False,0.67893322,0.23626452,0.00096608,,42,2
+4,100000,-500.0,128,False,3581,0.64196049,7.58e-06,1415,0.11409341,False,,,,,42,0
+4,100000,-500.0,128,False,3581,0.64196049,7.58e-06,1415,0.11409341,False,,,,,42,1
+4,100000,-500.0,128,False,3581,0.64196049,7.58e-06,1415,0.11409341,False,,,,,42,2
+5,100000,-88.32031,256,True,86338,0.8480149,5.02e-06,245,0.05198518,False,0.79783474,0.58249734,2.309e-05,,42,0
+5,100000,-106.671875,256,True,86338,0.8480149,5.02e-06,245,0.05198518,False,0.79783474,0.58249734,2.309e-05,,42,1
+5,100000,-92.078125,256,True,86338,0.8480149,5.02e-06,245,0.05198518,False,0.79783474,0.58249734,2.309e-05,,42,2
 6,100000,-95.5,64,True,106127,0.66147824,1.34e-06,1081,0.14320459,True,0.05723897,0.10088108,1.2e-07,23.0,42,0
 6,100000,-500.0,64,True,106127,0.66147824,1.34e-06,1081,0.14320459,True,0.05723897,0.10088108,1.2e-07,23.0,42,1
 6,100000,-95.125,64,True,106127,0.66147824,1.34e-06,1081,0.14320459,True,0.05723897,0.10088108,1.2e-07,23.0,42,2
-7,100000,-500.0,256,False,5635,0.9721258,0.00073593,1440,0.02105482,False,NaN,NaN,NaN,NaN,42,0
-7,100000,-500.0,256,False,5635,0.9721258,0.00073593,1440,0.02105482,False,NaN,NaN,NaN,NaN,42,1
-7,100000,-500.0,256,False,5635,0.9721258,0.00073593,1440,0.02105482,False,NaN,NaN,NaN,NaN,42,2
+7,100000,-500.0,256,False,5635,0.9721258,0.00073593,1440,0.02105482,False,,,,,42,0
+7,100000,-500.0,256,False,5635,0.9721258,0.00073593,1440,0.02105482,False,,,,,42,1
+7,100000,-500.0,256,False,5635,0.9721258,0.00073593,1440,0.02105482,False,,,,,42,2
 8,100000,-500.0,64,True,111472,0.6600248,2.86e-06,1390,0.15072253,True,0.7396652,0.83859424,3.86e-06,8.0,42,0
 8,100000,-500.0,64,True,111472,0.6600248,2.86e-06,1390,0.15072253,True,0.7396652,0.83859424,3.86e-06,8.0,42,1
 8,100000,-500.0,64,True,111472,0.6600248,2.86e-06,1390,0.15072253,True,0.7396652,0.83859424,3.86e-06,8.0,42,2
-9,100000,-500.0,64,True,26313,0.74631255,3.87e-06,1214,0.08783083,False,0.0830586,0.6987912,1.5e-07,NaN,42,0
-9,100000,-500.0,64,True,26313,0.74631255,3.87e-06,1214,0.08783083,False,0.0830586,0.6987912,1.5e-07,NaN,42,1
-9,100000,-500.0,64,True,26313,0.74631255,3.87e-06,1214,0.08783083,False,0.0830586,0.6987912,1.5e-07,NaN,42,2
-10,100000,-500.0,128,False,56308,0.56659256,0.03943508,1015,0.03093296,True,NaN,NaN,NaN,4.0,42,0
-10,100000,-500.0,128,False,56308,0.56659256,0.03943508,1015,0.03093296,True,NaN,NaN,NaN,4.0,42,1
-10,100000,-96.8125,128,False,56308,0.56659256,0.03943508,1015,0.03093296,True,NaN,NaN,NaN,4.0,42,2
-11,100000,-84.82031,256,False,38155,0.54420411,0.00838188,1329,0.10994182,True,NaN,NaN,NaN,4.0,42,0
-11,100000,-77.421875,256,False,38155,0.54420411,0.00838188,1329,0.10994182,True,NaN,NaN,NaN,4.0,42,1
-11,100000,-99.203125,256,False,38155,0.54420411,0.00838188,1329,0.10994182,True,NaN,NaN,NaN,4.0,42,2
-12,100000,-498.60156,256,False,88529,0.54435127,0.00032892,1079,0.17379192,False,NaN,NaN,NaN,NaN,42,0
-12,100000,-500.0,256,False,88529,0.54435127,0.00032892,1079,0.17379192,False,NaN,NaN,NaN,NaN,42,1
-12,100000,-138.4375,256,False,88529,0.54435127,0.00032892,1079,0.17379192,False,NaN,NaN,NaN,NaN,42,2
-13,100000,-85.40625,128,False,83176,0.79342056,6.537e-05,1312,0.09807415,True,NaN,NaN,NaN,70.0,42,0
-13,100000,-88.875,128,False,83176,0.79342056,6.537e-05,1312,0.09807415,True,NaN,NaN,NaN,70.0,42,1
-13,100000,-84.984375,128,False,83176,0.79342056,6.537e-05,1312,0.09807415,True,NaN,NaN,NaN,70.0,42,2
-14,100000,-83.40625,64,False,21642,0.52591177,4.09e-05,1994,0.16629326,False,NaN,NaN,NaN,NaN,42,0
-14,100000,-88.39844,64,False,21642,0.52591177,4.09e-05,1994,0.16629326,False,NaN,NaN,NaN,NaN,42,1
-14,100000,-76.203125,64,False,21642,0.52591177,4.09e-05,1994,0.16629326,False,NaN,NaN,NaN,NaN,42,2
-15,100000,-85.30469,256,True,19405,0.55844902,0.00933525,1120,0.17547636,False,0.54446203,0.60245827,0.00068596,NaN,42,0
-15,100000,-88.984375,256,True,19405,0.55844902,0.00933525,1120,0.17547636,False,0.54446203,0.60245827,0.00068596,NaN,42,1
-15,100000,-98.46875,256,True,19405,0.55844902,0.00933525,1120,0.17547636,False,0.54446203,0.60245827,0.00068596,NaN,42,2
-16,100000,-500.0,64,False,28656,0.71206534,3.68e-06,1854,0.06770425,True,NaN,NaN,NaN,49.0,42,0
-16,100000,-500.0,64,False,28656,0.71206534,3.68e-06,1854,0.06770425,True,NaN,NaN,NaN,49.0,42,1
-16,100000,-500.0,64,False,28656,0.71206534,3.68e-06,1854,0.06770425,True,NaN,NaN,NaN,49.0,42,2
-17,100000,-500.0,128,True,93398,0.6746935,0.0008655,1136,0.0675382,False,0.16459107,0.23876405,5.2e-07,NaN,42,0
-17,100000,-500.0,128,True,93398,0.6746935,0.0008655,1136,0.0675382,False,0.16459107,0.23876405,5.2e-07,NaN,42,1
-17,100000,-500.0,128,True,93398,0.6746935,0.0008655,1136,0.0675382,False,0.16459107,0.23876405,5.2e-07,NaN,42,2
-18,100000,-78.32031,64,True,17056,0.59071772,5.118e-05,804,0.08778918,False,0.4763548,0.70185739,3.4e-07,NaN,42,0
-18,100000,-84.21094,64,True,17056,0.59071772,5.118e-05,804,0.08778918,False,0.4763548,0.70185739,3.4e-07,NaN,42,1
-18,100000,-80.046875,64,True,17056,0.59071772,5.118e-05,804,0.08778918,False,0.4763548,0.70185739,3.4e-07,NaN,42,2
-19,100000,-92.92969,128,False,17749,0.93694504,0.03733015,1845,0.01458169,False,NaN,NaN,NaN,NaN,42,0
-19,100000,-84.515625,128,False,17749,0.93694504,0.03733015,1845,0.01458169,False,NaN,NaN,NaN,NaN,42,1
-19,100000,-87.03906,128,False,17749,0.93694504,0.03733015,1845,0.01458169,False,NaN,NaN,NaN,NaN,42,2
-20,100000,-500.0,256,False,89953,0.95865679,0.00051228,709,0.18886781,True,NaN,NaN,NaN,3.0,42,0
-20,100000,-500.0,256,False,89953,0.95865679,0.00051228,709,0.18886781,True,NaN,NaN,NaN,3.0,42,1
-20,100000,-500.0,256,False,89953,0.95865679,0.00051228,709,0.18886781,True,NaN,NaN,NaN,3.0,42,2
-21,100000,-500.0,256,False,28369,0.61647974,0.00044125,957,0.09647648,True,NaN,NaN,NaN,43.0,42,0
-21,100000,-500.0,256,False,28369,0.61647974,0.00044125,957,0.09647648,True,NaN,NaN,NaN,43.0,42,1
-21,100000,-500.0,256,False,28369,0.61647974,0.00044125,957,0.09647648,True,NaN,NaN,NaN,43.0,42,2
+9,100000,-500.0,64,True,26313,0.74631255,3.87e-06,1214,0.08783083,False,0.0830586,0.6987912,1.5e-07,,42,0
+9,100000,-500.0,64,True,26313,0.74631255,3.87e-06,1214,0.08783083,False,0.0830586,0.6987912,1.5e-07,,42,1
+9,100000,-500.0,64,True,26313,0.74631255,3.87e-06,1214,0.08783083,False,0.0830586,0.6987912,1.5e-07,,42,2
+10,100000,-500.0,128,False,56308,0.56659256,0.03943508,1015,0.03093296,True,,,,4.0,42,0
+10,100000,-500.0,128,False,56308,0.56659256,0.03943508,1015,0.03093296,True,,,,4.0,42,1
+10,100000,-96.8125,128,False,56308,0.56659256,0.03943508,1015,0.03093296,True,,,,4.0,42,2
+11,100000,-84.82031,256,False,38155,0.54420411,0.00838188,1329,0.10994182,True,,,,4.0,42,0
+11,100000,-77.421875,256,False,38155,0.54420411,0.00838188,1329,0.10994182,True,,,,4.0,42,1
+11,100000,-99.203125,256,False,38155,0.54420411,0.00838188,1329,0.10994182,True,,,,4.0,42,2
+12,100000,-498.60156,256,False,88529,0.54435127,0.00032892,1079,0.17379192,False,,,,,42,0
+12,100000,-500.0,256,False,88529,0.54435127,0.00032892,1079,0.17379192,False,,,,,42,1
+12,100000,-138.4375,256,False,88529,0.54435127,0.00032892,1079,0.17379192,False,,,,,42,2
+13,100000,-85.40625,128,False,83176,0.79342056,6.537e-05,1312,0.09807415,True,,,,70.0,42,0
+13,100000,-88.875,128,False,83176,0.79342056,6.537e-05,1312,0.09807415,True,,,,70.0,42,1
+13,100000,-84.984375,128,False,83176,0.79342056,6.537e-05,1312,0.09807415,True,,,,70.0,42,2
+14,100000,-83.40625,64,False,21642,0.52591177,4.09e-05,1994,0.16629326,False,,,,,42,0
+14,100000,-88.39844,64,False,21642,0.52591177,4.09e-05,1994,0.16629326,False,,,,,42,1
+14,100000,-76.203125,64,False,21642,0.52591177,4.09e-05,1994,0.16629326,False,,,,,42,2
+15,100000,-85.30469,256,True,19405,0.55844902,0.00933525,1120,0.17547636,False,0.54446203,0.60245827,0.00068596,,42,0
+15,100000,-88.984375,256,True,19405,0.55844902,0.00933525,1120,0.17547636,False,0.54446203,0.60245827,0.00068596,,42,1
+15,100000,-98.46875,256,True,19405,0.55844902,0.00933525,1120,0.17547636,False,0.54446203,0.60245827,0.00068596,,42,2
+16,100000,-500.0,64,False,28656,0.71206534,3.68e-06,1854,0.06770425,True,,,,49.0,42,0
+16,100000,-500.0,64,False,28656,0.71206534,3.68e-06,1854,0.06770425,True,,,,49.0,42,1
+16,100000,-500.0,64,False,28656,0.71206534,3.68e-06,1854,0.06770425,True,,,,49.0,42,2
+17,100000,-500.0,128,True,93398,0.6746935,0.0008655,1136,0.0675382,False,0.16459107,0.23876405,5.2e-07,,42,0
+17,100000,-500.0,128,True,93398,0.6746935,0.0008655,1136,0.0675382,False,0.16459107,0.23876405,5.2e-07,,42,1
+17,100000,-500.0,128,True,93398,0.6746935,0.0008655,1136,0.0675382,False,0.16459107,0.23876405,5.2e-07,,42,2
+18,100000,-78.32031,64,True,17056,0.59071772,5.118e-05,804,0.08778918,False,0.4763548,0.70185739,3.4e-07,,42,0
+18,100000,-84.21094,64,True,17056,0.59071772,5.118e-05,804,0.08778918,False,0.4763548,0.70185739,3.4e-07,,42,1
+18,100000,-80.046875,64,True,17056,0.59071772,5.118e-05,804,0.08778918,False,0.4763548,0.70185739,3.4e-07,,42,2
+19,100000,-92.92969,128,False,17749,0.93694504,0.03733015,1845,0.01458169,False,,,,,42,0
+19,100000,-84.515625,128,False,17749,0.93694504,0.03733015,1845,0.01458169,False,,,,,42,1
+19,100000,-87.03906,128,False,17749,0.93694504,0.03733015,1845,0.01458169,False,,,,,42,2
+20,100000,-500.0,256,False,89953,0.95865679,0.00051228,709,0.18886781,True,,,,3.0,42,0
+20,100000,-500.0,256,False,89953,0.95865679,0.00051228,709,0.18886781,True,,,,3.0,42,1
+20,100000,-500.0,256,False,89953,0.95865679,0.00051228,709,0.18886781,True,,,,3.0,42,2
+21,100000,-500.0,256,False,28369,0.61647974,0.00044125,957,0.09647648,True,,,,43.0,42,0
+21,100000,-500.0,256,False,28369,0.61647974,0.00044125,957,0.09647648,True,,,,43.0,42,1
+21,100000,-500.0,256,False,28369,0.61647974,0.00044125,957,0.09647648,True,,,,43.0,42,2
 22,100000,-85.6875,128,True,58003,0.91532126,0.06114364,1544,0.05278644,True,0.54160468,0.27294404,0.00017301,79.0,42,0
 22,100000,-87.52344,128,True,58003,0.91532126,0.06114364,1544,0.05278644,True,0.54160468,0.27294404,0.00017301,79.0,42,1
 22,100000,-88.28906,128,True,58003,0.91532126,0.06114364,1544,0.05278644,True,0.54160468,0.27294404,0.00017301,79.0,42,2
-23,100000,-500.0,128,False,10540,0.91234048,0.02472578,1704,0.12410366,True,NaN,NaN,NaN,70.0,42,0
-23,100000,-271.6875,128,False,10540,0.91234048,0.02472578,1704,0.12410366,True,NaN,NaN,NaN,70.0,42,1
-23,100000,-158.99219,128,False,10540,0.91234048,0.02472578,1704,0.12410366,True,NaN,NaN,NaN,70.0,42,2
-24,100000,-500.0,64,True,84831,0.85408604,1.69e-06,1250,0.16448108,False,0.43191949,0.22856192,0.000636,NaN,42,0
-24,100000,-500.0,64,True,84831,0.85408604,1.69e-06,1250,0.16448108,False,0.43191949,0.22856192,0.000636,NaN,42,1
-24,100000,-438.6328,64,True,84831,0.85408604,1.69e-06,1250,0.16448108,False,0.43191949,0.22856192,0.000636,NaN,42,2
-25,100000,-81.66406,64,False,49314,0.68426317,0.02203514,348,0.18424872,True,NaN,NaN,NaN,89.0,42,0
-25,100000,-91.46094,64,False,49314,0.68426317,0.02203514,348,0.18424872,True,NaN,NaN,NaN,89.0,42,1
-25,100000,-102.21094,64,False,49314,0.68426317,0.02203514,348,0.18424872,True,NaN,NaN,NaN,89.0,42,2
-26,100000,-78.07031,128,False,96341,0.88790237,2.59e-06,89,0.13440671,True,NaN,NaN,NaN,12.0,42,0
-26,100000,-82.67969,128,False,96341,0.88790237,2.59e-06,89,0.13440671,True,NaN,NaN,NaN,12.0,42,1
-26,100000,-88.39844,128,False,96341,0.88790237,2.59e-06,89,0.13440671,True,NaN,NaN,NaN,12.0,42,2
-27,100000,-102.046875,64,False,111222,0.58083627,0.00029267,1230,0.14570664,False,NaN,NaN,NaN,NaN,42,0
-27,100000,-87.046875,64,False,111222,0.58083627,0.00029267,1230,0.14570664,False,NaN,NaN,NaN,NaN,42,1
-27,100000,-76.890625,64,False,111222,0.58083627,0.00029267,1230,0.14570664,False,NaN,NaN,NaN,NaN,42,2
-28,100000,-85.32031,128,True,36157,0.7964592,3.637e-05,459,0.09030674,False,0.17594302,0.84572874,2.8e-07,NaN,42,0
-28,100000,-248.10938,128,True,36157,0.7964592,3.637e-05,459,0.09030674,False,0.17594302,0.84572874,2.8e-07,NaN,42,1
-28,100000,-210.97656,128,True,36157,0.7964592,3.637e-05,459,0.09030674,False,0.17594302,0.84572874,2.8e-07,NaN,42,2
-29,100000,-500.0,64,False,2263,0.81955997,0.00215934,891,0.14643507,True,NaN,NaN,NaN,64.0,42,0
-29,100000,-500.0,64,False,2263,0.81955997,0.00215934,891,0.14643507,True,NaN,NaN,NaN,64.0,42,1
-29,100000,-500.0,64,False,2263,0.81955997,0.00215934,891,0.14643507,True,NaN,NaN,NaN,64.0,42,2
-30,100000,-500.0,64,True,115068,0.71908617,7.557e-05,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,NaN,42,0
-30,100000,-500.0,64,True,115068,0.71908617,7.557e-05,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,NaN,42,1
-30,100000,-500.0,64,True,115068,0.71908617,7.557e-05,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,NaN,42,2
+23,100000,-500.0,128,False,10540,0.91234048,0.02472578,1704,0.12410366,True,,,,70.0,42,0
+23,100000,-271.6875,128,False,10540,0.91234048,0.02472578,1704,0.12410366,True,,,,70.0,42,1
+23,100000,-158.99219,128,False,10540,0.91234048,0.02472578,1704,0.12410366,True,,,,70.0,42,2
+24,100000,-500.0,64,True,84831,0.85408604,1.69e-06,1250,0.16448108,False,0.43191949,0.22856192,0.000636,,42,0
+24,100000,-500.0,64,True,84831,0.85408604,1.69e-06,1250,0.16448108,False,0.43191949,0.22856192,0.000636,,42,1
+24,100000,-438.6328,64,True,84831,0.85408604,1.69e-06,1250,0.16448108,False,0.43191949,0.22856192,0.000636,,42,2
+25,100000,-81.66406,64,False,49314,0.68426317,0.02203514,348,0.18424872,True,,,,89.0,42,0
+25,100000,-91.46094,64,False,49314,0.68426317,0.02203514,348,0.18424872,True,,,,89.0,42,1
+25,100000,-102.21094,64,False,49314,0.68426317,0.02203514,348,0.18424872,True,,,,89.0,42,2
+26,100000,-78.07031,128,False,96341,0.88790237,2.59e-06,89,0.13440671,True,,,,12.0,42,0
+26,100000,-82.67969,128,False,96341,0.88790237,2.59e-06,89,0.13440671,True,,,,12.0,42,1
+26,100000,-88.39844,128,False,96341,0.88790237,2.59e-06,89,0.13440671,True,,,,12.0,42,2
+27,100000,-102.046875,64,False,111222,0.58083627,0.00029267,1230,0.14570664,False,,,,,42,0
+27,100000,-87.046875,64,False,111222,0.58083627,0.00029267,1230,0.14570664,False,,,,,42,1
+27,100000,-76.890625,64,False,111222,0.58083627,0.00029267,1230,0.14570664,False,,,,,42,2
+28,100000,-85.32031,128,True,36157,0.7964592,3.637e-05,459,0.09030674,False,0.17594302,0.84572874,2.8e-07,,42,0
+28,100000,-248.10938,128,True,36157,0.7964592,3.637e-05,459,0.09030674,False,0.17594302,0.84572874,2.8e-07,,42,1
+28,100000,-210.97656,128,True,36157,0.7964592,3.637e-05,459,0.09030674,False,0.17594302,0.84572874,2.8e-07,,42,2
+29,100000,-500.0,64,False,2263,0.81955997,0.00215934,891,0.14643507,True,,,,64.0,42,0
+29,100000,-500.0,64,False,2263,0.81955997,0.00215934,891,0.14643507,True,,,,64.0,42,1
+29,100000,-500.0,64,False,2263,0.81955997,0.00215934,891,0.14643507,True,,,,64.0,42,2
+30,100000,-500.0,64,True,115068,0.71908617,7.557e-05,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,,42,0
+30,100000,-500.0,64,True,115068,0.71908617,7.557e-05,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,,42,1
+30,100000,-500.0,64,True,115068,0.71908617,7.557e-05,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,,42,2
 31,100000,-500.0,64,True,7036,0.83504802,0.00387417,1286,0.08548096,True,0.82099697,0.41691819,0.00013247,18.0,42,0
 31,100000,-500.0,64,True,7036,0.83504802,0.00387417,1286,0.08548096,True,0.82099697,0.41691819,0.00013247,18.0,42,1
 31,100000,-500.0,64,True,7036,0.83504802,0.00387417,1286,0.08548096,True,0.82099697,0.41691819,0.00013247,18.0,42,2
-0,100000,-85.265625,256,False,50753,0.81369584,0.00123445,799,0.05204242,True,NaN,NaN,NaN,6.0,45,0
-0,100000,-85.74219,256,False,50753,0.81369584,0.00123445,799,0.05204242,True,NaN,NaN,NaN,6.0,45,1
-0,100000,-87.91406,256,False,50753,0.81369584,0.00123445,799,0.05204242,True,NaN,NaN,NaN,6.0,45,2
-1,100000,-500.0,64,False,18121,0.53208615,0.00416929,795,0.1784582,False,NaN,NaN,NaN,NaN,45,0
-1,100000,-500.0,64,False,18121,0.53208615,0.00416929,795,0.1784582,False,NaN,NaN,NaN,NaN,45,1
-1,100000,-239.13281,64,False,18121,0.53208615,0.00416929,795,0.1784582,False,NaN,NaN,NaN,NaN,45,2
-2,100000,-500.0,256,True,49390,0.91745969,0.04144003,961,0.10562351,False,0.60856868,0.32421445,0.0001006,NaN,45,0
-2,100000,-500.0,256,True,49390,0.91745969,0.04144003,961,0.10562351,False,0.60856868,0.32421445,0.0001006,NaN,45,1
-2,100000,-500.0,256,True,49390,0.91745969,0.04144003,961,0.10562351,False,0.60856868,0.32421445,0.0001006,NaN,45,2
-3,100000,-124.03906,64,True,111538,0.59136543,2.401e-05,786,0.10262962,False,0.105162,0.29022855,9.3e-07,NaN,45,0
-3,100000,-79.16406,64,True,111538,0.59136543,2.401e-05,786,0.10262962,False,0.105162,0.29022855,9.3e-07,NaN,45,1
-3,100000,-144.00781,64,True,111538,0.59136543,2.401e-05,786,0.10262962,False,0.105162,0.29022855,9.3e-07,NaN,45,2
-4,100000,-500.0,64,True,90330,0.70212376,1.32e-06,1269,0.17782345,False,0.95534713,0.03258104,8.072e-05,NaN,45,0
-4,100000,-500.0,64,True,90330,0.70212376,1.32e-06,1269,0.17782345,False,0.95534713,0.03258104,8.072e-05,NaN,45,1
-4,100000,-500.0,64,True,90330,0.70212376,1.32e-06,1269,0.17782345,False,0.95534713,0.03258104,8.072e-05,NaN,45,2
-5,100000,-82.375,256,False,13107,0.66019472,0.07115015,1940,0.19283357,False,NaN,NaN,NaN,NaN,45,0
-5,100000,-77.40625,256,False,13107,0.66019472,0.07115015,1940,0.19283357,False,NaN,NaN,NaN,NaN,45,1
-5,100000,-72.21094,256,False,13107,0.66019472,0.07115015,1940,0.19283357,False,NaN,NaN,NaN,NaN,45,2
+0,100000,-85.265625,256,False,50753,0.81369584,0.00123445,799,0.05204242,True,,,,6.0,45,0
+0,100000,-85.74219,256,False,50753,0.81369584,0.00123445,799,0.05204242,True,,,,6.0,45,1
+0,100000,-87.91406,256,False,50753,0.81369584,0.00123445,799,0.05204242,True,,,,6.0,45,2
+1,100000,-500.0,64,False,18121,0.53208615,0.00416929,795,0.1784582,False,,,,,45,0
+1,100000,-500.0,64,False,18121,0.53208615,0.00416929,795,0.1784582,False,,,,,45,1
+1,100000,-239.13281,64,False,18121,0.53208615,0.00416929,795,0.1784582,False,,,,,45,2
+2,100000,-500.0,256,True,49390,0.91745969,0.04144003,961,0.10562351,False,0.60856868,0.32421445,0.0001006,,45,0
+2,100000,-500.0,256,True,49390,0.91745969,0.04144003,961,0.10562351,False,0.60856868,0.32421445,0.0001006,,45,1
+2,100000,-500.0,256,True,49390,0.91745969,0.04144003,961,0.10562351,False,0.60856868,0.32421445,0.0001006,,45,2
+3,100000,-124.03906,64,True,111538,0.59136543,2.401e-05,786,0.10262962,False,0.105162,0.29022855,9.3e-07,,45,0
+3,100000,-79.16406,64,True,111538,0.59136543,2.401e-05,786,0.10262962,False,0.105162,0.29022855,9.3e-07,,45,1
+3,100000,-144.00781,64,True,111538,0.59136543,2.401e-05,786,0.10262962,False,0.105162,0.29022855,9.3e-07,,45,2
+4,100000,-500.0,64,True,90330,0.70212376,1.32e-06,1269,0.17782345,False,0.95534713,0.03258104,8.072e-05,,45,0
+4,100000,-500.0,64,True,90330,0.70212376,1.32e-06,1269,0.17782345,False,0.95534713,0.03258104,8.072e-05,,45,1
+4,100000,-500.0,64,True,90330,0.70212376,1.32e-06,1269,0.17782345,False,0.95534713,0.03258104,8.072e-05,,45,2
+5,100000,-82.375,256,False,13107,0.66019472,0.07115015,1940,0.19283357,False,,,,,45,0
+5,100000,-77.40625,256,False,13107,0.66019472,0.07115015,1940,0.19283357,False,,,,,45,1
+5,100000,-72.21094,256,False,13107,0.66019472,0.07115015,1940,0.19283357,False,,,,,45,2
 6,100000,-500.0,256,True,1505,0.60131793,0.03721202,584,0.1581272,True,0.5690802,0.92185756,0.00040696,66.0,45,0
 6,100000,-500.0,256,True,1505,0.60131793,0.03721202,584,0.1581272,True,0.5690802,0.92185756,0.00040696,66.0,45,1
 6,100000,-500.0,256,True,1505,0.60131793,0.03721202,584,0.1581272,True,0.5690802,0.92185756,0.00040696,66.0,45,2
-7,100000,-500.0,64,True,108594,0.70984767,1.16e-05,1627,0.06122262,False,0.77067545,0.08656943,0.00016607,NaN,45,0
-7,100000,-500.0,64,True,108594,0.70984767,1.16e-05,1627,0.06122262,False,0.77067545,0.08656943,0.00016607,NaN,45,1
-7,100000,-104.625,64,True,108594,0.70984767,1.16e-05,1627,0.06122262,False,0.77067545,0.08656943,0.00016607,NaN,45,2
-8,100000,-184.97656,256,False,73493,0.55257056,0.02670747,925,0.11762065,False,NaN,NaN,NaN,NaN,45,0
-8,100000,-133.41406,256,False,73493,0.55257056,0.02670747,925,0.11762065,False,NaN,NaN,NaN,NaN,45,1
-8,100000,-237.40625,256,False,73493,0.55257056,0.02670747,925,0.11762065,False,NaN,NaN,NaN,NaN,45,2
-9,100000,-354.6797,256,False,12836,0.82938002,0.00075198,201,0.16453362,True,NaN,NaN,NaN,25.0,45,0
-9,100000,-500.0,256,False,12836,0.82938002,0.00075198,201,0.16453362,True,NaN,NaN,NaN,25.0,45,1
-9,100000,-124.03125,256,False,12836,0.82938002,0.00075198,201,0.16453362,True,NaN,NaN,NaN,25.0,45,2
-10,100000,-231.63281,256,False,83658,0.66972598,1.58e-06,164,0.10466838,False,NaN,NaN,NaN,NaN,45,0
-10,100000,-78.9375,256,False,83658,0.66972598,1.58e-06,164,0.10466838,False,NaN,NaN,NaN,NaN,45,1
-10,100000,-83.57031,256,False,83658,0.66972598,1.58e-06,164,0.10466838,False,NaN,NaN,NaN,NaN,45,2
-11,100000,-86.0625,64,False,75788,0.71456175,0.01856843,1602,0.1838193,False,NaN,NaN,NaN,NaN,45,0
-11,100000,-88.890625,64,False,75788,0.71456175,0.01856843,1602,0.1838193,False,NaN,NaN,NaN,NaN,45,1
-11,100000,-87.77344,64,False,75788,0.71456175,0.01856843,1602,0.1838193,False,NaN,NaN,NaN,NaN,45,2
-12,100000,-500.0,128,True,66785,0.88947274,0.02179043,298,0.08449798,False,0.74620082,0.37270377,3.7e-07,NaN,45,0
-12,100000,-500.0,128,True,66785,0.88947274,0.02179043,298,0.08449798,False,0.74620082,0.37270377,3.7e-07,NaN,45,1
-12,100000,-500.0,128,True,66785,0.88947274,0.02179043,298,0.08449798,False,0.74620082,0.37270377,3.7e-07,NaN,45,2
+7,100000,-500.0,64,True,108594,0.70984767,1.16e-05,1627,0.06122262,False,0.77067545,0.08656943,0.00016607,,45,0
+7,100000,-500.0,64,True,108594,0.70984767,1.16e-05,1627,0.06122262,False,0.77067545,0.08656943,0.00016607,,45,1
+7,100000,-104.625,64,True,108594,0.70984767,1.16e-05,1627,0.06122262,False,0.77067545,0.08656943,0.00016607,,45,2
+8,100000,-184.97656,256,False,73493,0.55257056,0.02670747,925,0.11762065,False,,,,,45,0
+8,100000,-133.41406,256,False,73493,0.55257056,0.02670747,925,0.11762065,False,,,,,45,1
+8,100000,-237.40625,256,False,73493,0.55257056,0.02670747,925,0.11762065,False,,,,,45,2
+9,100000,-354.6797,256,False,12836,0.82938002,0.00075198,201,0.16453362,True,,,,25.0,45,0
+9,100000,-500.0,256,False,12836,0.82938002,0.00075198,201,0.16453362,True,,,,25.0,45,1
+9,100000,-124.03125,256,False,12836,0.82938002,0.00075198,201,0.16453362,True,,,,25.0,45,2
+10,100000,-231.63281,256,False,83658,0.66972598,1.58e-06,164,0.10466838,False,,,,,45,0
+10,100000,-78.9375,256,False,83658,0.66972598,1.58e-06,164,0.10466838,False,,,,,45,1
+10,100000,-83.57031,256,False,83658,0.66972598,1.58e-06,164,0.10466838,False,,,,,45,2
+11,100000,-86.0625,64,False,75788,0.71456175,0.01856843,1602,0.1838193,False,,,,,45,0
+11,100000,-88.890625,64,False,75788,0.71456175,0.01856843,1602,0.1838193,False,,,,,45,1
+11,100000,-87.77344,64,False,75788,0.71456175,0.01856843,1602,0.1838193,False,,,,,45,2
+12,100000,-500.0,128,True,66785,0.88947274,0.02179043,298,0.08449798,False,0.74620082,0.37270377,3.7e-07,,45,0
+12,100000,-500.0,128,True,66785,0.88947274,0.02179043,298,0.08449798,False,0.74620082,0.37270377,3.7e-07,,45,1
+12,100000,-500.0,128,True,66785,0.88947274,0.02179043,298,0.08449798,False,0.74620082,0.37270377,3.7e-07,,45,2
 13,100000,-103.11719,64,True,62540,0.8582968,0.00280658,1874,0.12786184,True,0.07918889,0.2507086,5.138e-05,54.0,45,0
 13,100000,-94.234375,64,True,62540,0.8582968,0.00280658,1874,0.12786184,True,0.07918889,0.2507086,5.138e-05,54.0,45,1
 13,100000,-87.82031,64,True,62540,0.8582968,0.00280658,1874,0.12786184,True,0.07918889,0.2507086,5.138e-05,54.0,45,2
-14,100000,-80.421875,128,False,105908,0.66865818,0.00012868,485,0.10774109,True,NaN,NaN,NaN,21.0,45,0
-14,100000,-84.19531,128,False,105908,0.66865818,0.00012868,485,0.10774109,True,NaN,NaN,NaN,21.0,45,1
-14,100000,-80.859375,128,False,105908,0.66865818,0.00012868,485,0.10774109,True,NaN,NaN,NaN,21.0,45,2
-15,100000,-500.0,256,False,93984,0.76901136,8.48e-05,1049,0.07237102,False,NaN,NaN,NaN,NaN,45,0
-15,100000,-500.0,256,False,93984,0.76901136,8.48e-05,1049,0.07237102,False,NaN,NaN,NaN,NaN,45,1
-15,100000,-500.0,256,False,93984,0.76901136,8.48e-05,1049,0.07237102,False,NaN,NaN,NaN,NaN,45,2
-16,100000,-84.83594,128,False,54598,0.88923957,0.00158419,1351,0.05464685,True,NaN,NaN,NaN,99.0,45,0
-16,100000,-91.25,128,False,54598,0.88923957,0.00158419,1351,0.05464685,True,NaN,NaN,NaN,99.0,45,1
-16,100000,-84.71875,128,False,54598,0.88923957,0.00158419,1351,0.05464685,True,NaN,NaN,NaN,99.0,45,2
+14,100000,-80.421875,128,False,105908,0.66865818,0.00012868,485,0.10774109,True,,,,21.0,45,0
+14,100000,-84.19531,128,False,105908,0.66865818,0.00012868,485,0.10774109,True,,,,21.0,45,1
+14,100000,-80.859375,128,False,105908,0.66865818,0.00012868,485,0.10774109,True,,,,21.0,45,2
+15,100000,-500.0,256,False,93984,0.76901136,8.48e-05,1049,0.07237102,False,,,,,45,0
+15,100000,-500.0,256,False,93984,0.76901136,8.48e-05,1049,0.07237102,False,,,,,45,1
+15,100000,-500.0,256,False,93984,0.76901136,8.48e-05,1049,0.07237102,False,,,,,45,2
+16,100000,-84.83594,128,False,54598,0.88923957,0.00158419,1351,0.05464685,True,,,,99.0,45,0
+16,100000,-91.25,128,False,54598,0.88923957,0.00158419,1351,0.05464685,True,,,,99.0,45,1
+16,100000,-84.71875,128,False,54598,0.88923957,0.00158419,1351,0.05464685,True,,,,99.0,45,2
 17,100000,-75.63281,128,True,30687,0.69511273,1.286e-05,1302,0.17513806,True,0.17056741,0.03419292,0.00088053,43.0,45,0
 17,100000,-79.46094,128,True,30687,0.69511273,1.286e-05,1302,0.17513806,True,0.17056741,0.03419292,0.00088053,43.0,45,1
 17,100000,-81.03125,128,True,30687,0.69511273,1.286e-05,1302,0.17513806,True,0.17056741,0.03419292,0.00088053,43.0,45,2
-18,100000,-84.59375,256,False,67304,0.89938768,0.04269705,687,0.06812028,False,NaN,NaN,NaN,NaN,45,0
-18,100000,-86.28906,256,False,67304,0.89938768,0.04269705,687,0.06812028,False,NaN,NaN,NaN,NaN,45,1
-18,100000,-88.47656,256,False,67304,0.89938768,0.04269705,687,0.06812028,False,NaN,NaN,NaN,NaN,45,2
-19,100000,-500.0,256,False,103375,0.6751659,0.00120205,1498,0.04121208,False,NaN,NaN,NaN,NaN,45,0
-19,100000,-500.0,256,False,103375,0.6751659,0.00120205,1498,0.04121208,False,NaN,NaN,NaN,NaN,45,1
-19,100000,-500.0,256,False,103375,0.6751659,0.00120205,1498,0.04121208,False,NaN,NaN,NaN,NaN,45,2
+18,100000,-84.59375,256,False,67304,0.89938768,0.04269705,687,0.06812028,False,,,,,45,0
+18,100000,-86.28906,256,False,67304,0.89938768,0.04269705,687,0.06812028,False,,,,,45,1
+18,100000,-88.47656,256,False,67304,0.89938768,0.04269705,687,0.06812028,False,,,,,45,2
+19,100000,-500.0,256,False,103375,0.6751659,0.00120205,1498,0.04121208,False,,,,,45,0
+19,100000,-500.0,256,False,103375,0.6751659,0.00120205,1498,0.04121208,False,,,,,45,1
+19,100000,-500.0,256,False,103375,0.6751659,0.00120205,1498,0.04121208,False,,,,,45,2
 20,100000,-500.0,256,True,56935,0.77726575,0.00010302,1351,0.15325255,True,0.92841774,0.41154534,3.39e-06,47.0,45,0
 20,100000,-500.0,256,True,56935,0.77726575,0.00010302,1351,0.15325255,True,0.92841774,0.41154534,3.39e-06,47.0,45,1
 20,100000,-500.0,256,True,56935,0.77726575,0.00010302,1351,0.15325255,True,0.92841774,0.41154534,3.39e-06,47.0,45,2
-21,100000,-86.71875,64,False,52533,0.76733946,4.69e-06,648,0.11463529,True,NaN,NaN,NaN,32.0,45,0
-21,100000,-500.0,64,False,52533,0.76733946,4.69e-06,648,0.11463529,True,NaN,NaN,NaN,32.0,45,1
-21,100000,-500.0,64,False,52533,0.76733946,4.69e-06,648,0.11463529,True,NaN,NaN,NaN,32.0,45,2
-22,100000,-81.828125,128,False,81705,0.85100857,8.845e-05,1602,0.13141842,True,NaN,NaN,NaN,72.0,45,0
-22,100000,-77.609375,128,False,81705,0.85100857,8.845e-05,1602,0.13141842,True,NaN,NaN,NaN,72.0,45,1
-22,100000,-78.74219,128,False,81705,0.85100857,8.845e-05,1602,0.13141842,True,NaN,NaN,NaN,72.0,45,2
-23,100000,-500.0,64,True,75064,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,NaN,45,0
-23,100000,-95.125,64,True,75064,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,NaN,45,1
-23,100000,-101.171875,64,True,75064,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,NaN,45,2
-24,100000,-79.94531,64,False,84477,0.83831513,1.72e-06,514,0.08422269,False,NaN,NaN,NaN,NaN,45,0
-24,100000,-85.65625,64,False,84477,0.83831513,1.72e-06,514,0.08422269,False,NaN,NaN,NaN,NaN,45,1
-24,100000,-84.91406,64,False,84477,0.83831513,1.72e-06,514,0.08422269,False,NaN,NaN,NaN,NaN,45,2
-25,100000,-500.0,128,True,98943,0.87174089,3.396e-05,1345,0.00562288,False,0.1032561,0.25282532,9.665e-05,NaN,45,0
-25,100000,-500.0,128,True,98943,0.87174089,3.396e-05,1345,0.00562288,False,0.1032561,0.25282532,9.665e-05,NaN,45,1
-25,100000,-118.171875,128,True,98943,0.87174089,3.396e-05,1345,0.00562288,False,0.1032561,0.25282532,9.665e-05,NaN,45,2
-26,100000,-91.85156,64,False,32112,0.83276815,0.00129712,266,0.05301261,True,NaN,NaN,NaN,60.0,45,0
-26,100000,-96.28125,64,False,32112,0.83276815,0.00129712,266,0.05301261,True,NaN,NaN,NaN,60.0,45,1
-26,100000,-87.10156,64,False,32112,0.83276815,0.00129712,266,0.05301261,True,NaN,NaN,NaN,60.0,45,2
-27,100000,-500.0,128,False,102945,0.74686325,1.244e-05,1999,0.06651223,False,NaN,NaN,NaN,NaN,45,0
-27,100000,-91.19531,128,False,102945,0.74686325,1.244e-05,1999,0.06651223,False,NaN,NaN,NaN,NaN,45,1
-27,100000,-78.640625,128,False,102945,0.74686325,1.244e-05,1999,0.06651223,False,NaN,NaN,NaN,NaN,45,2
-28,100000,-500.0,256,True,32575,0.55040183,7.76e-06,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,NaN,45,0
-28,100000,-500.0,256,True,32575,0.55040183,7.76e-06,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,NaN,45,1
-28,100000,-500.0,256,True,32575,0.55040183,7.76e-06,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,NaN,45,2
-29,100000,-84.984375,64,False,1431,0.55149884,0.00936881,792,0.02581137,False,NaN,NaN,NaN,NaN,45,0
-29,100000,-83.640625,64,False,1431,0.55149884,0.00936881,792,0.02581137,False,NaN,NaN,NaN,NaN,45,1
-29,100000,-83.77344,64,False,1431,0.55149884,0.00936881,792,0.02581137,False,NaN,NaN,NaN,NaN,45,2
-30,100000,-500.0,64,False,37959,0.89677549,3.2e-06,224,0.06448721,False,NaN,NaN,NaN,NaN,45,0
-30,100000,-500.0,64,False,37959,0.89677549,3.2e-06,224,0.06448721,False,NaN,NaN,NaN,NaN,45,1
-30,100000,-500.0,64,False,37959,0.89677549,3.2e-06,224,0.06448721,False,NaN,NaN,NaN,NaN,45,2
-31,100000,-500.0,128,False,13446,0.84244273,0.00155599,963,0.11811727,True,NaN,NaN,NaN,82.0,45,0
-31,100000,-500.0,128,False,13446,0.84244273,0.00155599,963,0.11811727,True,NaN,NaN,NaN,82.0,45,1
-31,100000,-500.0,128,False,13446,0.84244273,0.00155599,963,0.11811727,True,NaN,NaN,NaN,82.0,45,2
-0,100000,-85.109375,64,False,103735,0.60405949,7.71e-06,477,0.13330537,True,NaN,NaN,NaN,82.0,44,0
-0,100000,-82.32031,64,False,103735,0.60405949,7.71e-06,477,0.13330537,True,NaN,NaN,NaN,82.0,44,1
-0,100000,-79.171875,64,False,103735,0.60405949,7.71e-06,477,0.13330537,True,NaN,NaN,NaN,82.0,44,2
+21,100000,-86.71875,64,False,52533,0.76733946,4.69e-06,648,0.11463529,True,,,,32.0,45,0
+21,100000,-500.0,64,False,52533,0.76733946,4.69e-06,648,0.11463529,True,,,,32.0,45,1
+21,100000,-500.0,64,False,52533,0.76733946,4.69e-06,648,0.11463529,True,,,,32.0,45,2
+22,100000,-81.828125,128,False,81705,0.85100857,8.845e-05,1602,0.13141842,True,,,,72.0,45,0
+22,100000,-77.609375,128,False,81705,0.85100857,8.845e-05,1602,0.13141842,True,,,,72.0,45,1
+22,100000,-78.74219,128,False,81705,0.85100857,8.845e-05,1602,0.13141842,True,,,,72.0,45,2
+23,100000,-500.0,64,True,75064,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,,45,0
+23,100000,-95.125,64,True,75064,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,,45,1
+23,100000,-101.171875,64,True,75064,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,,45,2
+24,100000,-79.94531,64,False,84477,0.83831513,1.72e-06,514,0.08422269,False,,,,,45,0
+24,100000,-85.65625,64,False,84477,0.83831513,1.72e-06,514,0.08422269,False,,,,,45,1
+24,100000,-84.91406,64,False,84477,0.83831513,1.72e-06,514,0.08422269,False,,,,,45,2
+25,100000,-500.0,128,True,98943,0.87174089,3.396e-05,1345,0.00562288,False,0.1032561,0.25282532,9.665e-05,,45,0
+25,100000,-500.0,128,True,98943,0.87174089,3.396e-05,1345,0.00562288,False,0.1032561,0.25282532,9.665e-05,,45,1
+25,100000,-118.171875,128,True,98943,0.87174089,3.396e-05,1345,0.00562288,False,0.1032561,0.25282532,9.665e-05,,45,2
+26,100000,-91.85156,64,False,32112,0.83276815,0.00129712,266,0.05301261,True,,,,60.0,45,0
+26,100000,-96.28125,64,False,32112,0.83276815,0.00129712,266,0.05301261,True,,,,60.0,45,1
+26,100000,-87.10156,64,False,32112,0.83276815,0.00129712,266,0.05301261,True,,,,60.0,45,2
+27,100000,-500.0,128,False,102945,0.74686325,1.244e-05,1999,0.06651223,False,,,,,45,0
+27,100000,-91.19531,128,False,102945,0.74686325,1.244e-05,1999,0.06651223,False,,,,,45,1
+27,100000,-78.640625,128,False,102945,0.74686325,1.244e-05,1999,0.06651223,False,,,,,45,2
+28,100000,-500.0,256,True,32575,0.55040183,7.76e-06,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,,45,0
+28,100000,-500.0,256,True,32575,0.55040183,7.76e-06,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,,45,1
+28,100000,-500.0,256,True,32575,0.55040183,7.76e-06,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,,45,2
+29,100000,-84.984375,64,False,1431,0.55149884,0.00936881,792,0.02581137,False,,,,,45,0
+29,100000,-83.640625,64,False,1431,0.55149884,0.00936881,792,0.02581137,False,,,,,45,1
+29,100000,-83.77344,64,False,1431,0.55149884,0.00936881,792,0.02581137,False,,,,,45,2
+30,100000,-500.0,64,False,37959,0.89677549,3.2e-06,224,0.06448721,False,,,,,45,0
+30,100000,-500.0,64,False,37959,0.89677549,3.2e-06,224,0.06448721,False,,,,,45,1
+30,100000,-500.0,64,False,37959,0.89677549,3.2e-06,224,0.06448721,False,,,,,45,2
+31,100000,-500.0,128,False,13446,0.84244273,0.00155599,963,0.11811727,True,,,,82.0,45,0
+31,100000,-500.0,128,False,13446,0.84244273,0.00155599,963,0.11811727,True,,,,82.0,45,1
+31,100000,-500.0,128,False,13446,0.84244273,0.00155599,963,0.11811727,True,,,,82.0,45,2
+0,100000,-85.109375,64,False,103735,0.60405949,7.71e-06,477,0.13330537,True,,,,82.0,44,0
+0,100000,-82.32031,64,False,103735,0.60405949,7.71e-06,477,0.13330537,True,,,,82.0,44,1
+0,100000,-79.171875,64,False,103735,0.60405949,7.71e-06,477,0.13330537,True,,,,82.0,44,2
 1,100000,-500.0,256,True,93026,0.56617915,0.00069243,409,0.00849838,True,0.01195996,0.08682513,2.654e-05,54.0,44,0
 1,100000,-500.0,256,True,93026,0.56617915,0.00069243,409,0.00849838,True,0.01195996,0.08682513,2.654e-05,54.0,44,1
 1,100000,-500.0,256,True,93026,0.56617915,0.00069243,409,0.00849838,True,0.01195996,0.08682513,2.654e-05,54.0,44,2
 2,100000,-89.328125,256,True,36607,0.52440828,1.093e-05,1286,0.0039832,True,0.36890697,0.2754745,0.00032449,54.0,44,0
 2,100000,-79.90625,256,True,36607,0.52440828,1.093e-05,1286,0.0039832,True,0.36890697,0.2754745,0.00032449,54.0,44,1
 2,100000,-84.40625,256,True,36607,0.52440828,1.093e-05,1286,0.0039832,True,0.36890697,0.2754745,0.00032449,54.0,44,2
-3,100000,-472.625,64,False,30231,0.76417997,0.00024072,89,0.00727552,True,NaN,NaN,NaN,78.0,44,0
-3,100000,-500.0,64,False,30231,0.76417997,0.00024072,89,0.00727552,True,NaN,NaN,NaN,78.0,44,1
-3,100000,-500.0,64,False,30231,0.76417997,0.00024072,89,0.00727552,True,NaN,NaN,NaN,78.0,44,2
-4,100000,-500.0,128,False,7840,0.97690476,1.627e-05,1892,0.09696228,False,NaN,NaN,NaN,NaN,44,0
-4,100000,-500.0,128,False,7840,0.97690476,1.627e-05,1892,0.09696228,False,NaN,NaN,NaN,NaN,44,1
-4,100000,-500.0,128,False,7840,0.97690476,1.627e-05,1892,0.09696228,False,NaN,NaN,NaN,NaN,44,2
-5,100000,-500.0,64,True,61586,0.72927748,2.739e-05,289,0.02501442,False,0.2255697,0.19484339,3.871e-05,NaN,44,0
-5,100000,-500.0,64,True,61586,0.72927748,2.739e-05,289,0.02501442,False,0.2255697,0.19484339,3.871e-05,NaN,44,1
-5,100000,-463.89844,64,True,61586,0.72927748,2.739e-05,289,0.02501442,False,0.2255697,0.19484339,3.871e-05,NaN,44,2
-6,100000,-92.28906,64,False,90352,0.57327437,0.00011736,1596,0.11912635,True,NaN,NaN,NaN,30.0,44,0
-6,100000,-191.70312,64,False,90352,0.57327437,0.00011736,1596,0.11912635,True,NaN,NaN,NaN,30.0,44,1
-6,100000,-89.94531,64,False,90352,0.57327437,0.00011736,1596,0.11912635,True,NaN,NaN,NaN,30.0,44,2
+3,100000,-472.625,64,False,30231,0.76417997,0.00024072,89,0.00727552,True,,,,78.0,44,0
+3,100000,-500.0,64,False,30231,0.76417997,0.00024072,89,0.00727552,True,,,,78.0,44,1
+3,100000,-500.0,64,False,30231,0.76417997,0.00024072,89,0.00727552,True,,,,78.0,44,2
+4,100000,-500.0,128,False,7840,0.97690476,1.627e-05,1892,0.09696228,False,,,,,44,0
+4,100000,-500.0,128,False,7840,0.97690476,1.627e-05,1892,0.09696228,False,,,,,44,1
+4,100000,-500.0,128,False,7840,0.97690476,1.627e-05,1892,0.09696228,False,,,,,44,2
+5,100000,-500.0,64,True,61586,0.72927748,2.739e-05,289,0.02501442,False,0.2255697,0.19484339,3.871e-05,,44,0
+5,100000,-500.0,64,True,61586,0.72927748,2.739e-05,289,0.02501442,False,0.2255697,0.19484339,3.871e-05,,44,1
+5,100000,-463.89844,64,True,61586,0.72927748,2.739e-05,289,0.02501442,False,0.2255697,0.19484339,3.871e-05,,44,2
+6,100000,-92.28906,64,False,90352,0.57327437,0.00011736,1596,0.11912635,True,,,,30.0,44,0
+6,100000,-191.70312,64,False,90352,0.57327437,0.00011736,1596,0.11912635,True,,,,30.0,44,1
+6,100000,-89.94531,64,False,90352,0.57327437,0.00011736,1596,0.11912635,True,,,,30.0,44,2
 7,100000,-500.0,64,True,116254,0.94625262,9.365e-05,1507,0.18302749,True,0.71749711,0.6733047,0.0007554,36.0,44,0
 7,100000,-500.0,64,True,116254,0.94625262,9.365e-05,1507,0.18302749,True,0.71749711,0.6733047,0.0007554,36.0,44,1
 7,100000,-500.0,64,True,116254,0.94625262,9.365e-05,1507,0.18302749,True,0.71749711,0.6733047,0.0007554,36.0,44,2
-8,100000,-500.0,128,True,32451,0.56921107,0.001319,1674,0.09214805,False,0.87409502,0.59426603,2.63e-06,NaN,44,0
-8,100000,-500.0,128,True,32451,0.56921107,0.001319,1674,0.09214805,False,0.87409502,0.59426603,2.63e-06,NaN,44,1
-8,100000,-500.0,128,True,32451,0.56921107,0.001319,1674,0.09214805,False,0.87409502,0.59426603,2.63e-06,NaN,44,2
-9,100000,-500.0,256,False,91511,0.74634829,0.0115294,684,0.04184128,False,NaN,NaN,NaN,NaN,44,0
-9,100000,-500.0,256,False,91511,0.74634829,0.0115294,684,0.04184128,False,NaN,NaN,NaN,NaN,44,1
-9,100000,-500.0,256,False,91511,0.74634829,0.0115294,684,0.04184128,False,NaN,NaN,NaN,NaN,44,2
+8,100000,-500.0,128,True,32451,0.56921107,0.001319,1674,0.09214805,False,0.87409502,0.59426603,2.63e-06,,44,0
+8,100000,-500.0,128,True,32451,0.56921107,0.001319,1674,0.09214805,False,0.87409502,0.59426603,2.63e-06,,44,1
+8,100000,-500.0,128,True,32451,0.56921107,0.001319,1674,0.09214805,False,0.87409502,0.59426603,2.63e-06,,44,2
+9,100000,-500.0,256,False,91511,0.74634829,0.0115294,684,0.04184128,False,,,,,44,0
+9,100000,-500.0,256,False,91511,0.74634829,0.0115294,684,0.04184128,False,,,,,44,1
+9,100000,-500.0,256,False,91511,0.74634829,0.0115294,684,0.04184128,False,,,,,44,2
 10,100000,-101.296875,128,True,4785,0.6542582,0.07757139,1087,0.18318188,True,0.5783107,0.24683747,1.2e-07,100.0,44,0
 10,100000,-89.10156,128,True,4785,0.6542582,0.07757139,1087,0.18318188,True,0.5783107,0.24683747,1.2e-07,100.0,44,1
 10,100000,-100.78125,128,True,4785,0.6542582,0.07757139,1087,0.18318188,True,0.5783107,0.24683747,1.2e-07,100.0,44,2
-11,100000,-89.953125,64,False,12379,0.52044633,0.00484214,1599,0.17762618,True,NaN,NaN,NaN,69.0,44,0
-11,100000,-91.21094,64,False,12379,0.52044633,0.00484214,1599,0.17762618,True,NaN,NaN,NaN,69.0,44,1
-11,100000,-90.58594,64,False,12379,0.52044633,0.00484214,1599,0.17762618,True,NaN,NaN,NaN,69.0,44,2
-12,100000,-90.57031,128,True,85433,0.9282389,8.568e-05,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,NaN,44,0
-12,100000,-92.25781,128,True,85433,0.9282389,8.568e-05,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,NaN,44,1
-12,100000,-84.984375,128,True,85433,0.9282389,8.568e-05,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,NaN,44,2
-13,100000,-88.88281,128,True,30229,0.90014776,0.00311317,1424,0.09341959,False,0.82948327,0.34580389,2e-07,NaN,44,0
-13,100000,-86.91406,128,True,30229,0.90014776,0.00311317,1424,0.09341959,False,0.82948327,0.34580389,2e-07,NaN,44,1
-13,100000,-84.578125,128,True,30229,0.90014776,0.00311317,1424,0.09341959,False,0.82948327,0.34580389,2e-07,NaN,44,2
-14,100000,-85.578125,128,True,44836,0.87263546,0.01084176,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,NaN,44,0
-14,100000,-81.96875,128,True,44836,0.87263546,0.01084176,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,NaN,44,1
-14,100000,-79.66406,128,True,44836,0.87263546,0.01084176,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,NaN,44,2
+11,100000,-89.953125,64,False,12379,0.52044633,0.00484214,1599,0.17762618,True,,,,69.0,44,0
+11,100000,-91.21094,64,False,12379,0.52044633,0.00484214,1599,0.17762618,True,,,,69.0,44,1
+11,100000,-90.58594,64,False,12379,0.52044633,0.00484214,1599,0.17762618,True,,,,69.0,44,2
+12,100000,-90.57031,128,True,85433,0.9282389,8.568e-05,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,,44,0
+12,100000,-92.25781,128,True,85433,0.9282389,8.568e-05,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,,44,1
+12,100000,-84.984375,128,True,85433,0.9282389,8.568e-05,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,,44,2
+13,100000,-88.88281,128,True,30229,0.90014776,0.00311317,1424,0.09341959,False,0.82948327,0.34580389,2e-07,,44,0
+13,100000,-86.91406,128,True,30229,0.90014776,0.00311317,1424,0.09341959,False,0.82948327,0.34580389,2e-07,,44,1
+13,100000,-84.578125,128,True,30229,0.90014776,0.00311317,1424,0.09341959,False,0.82948327,0.34580389,2e-07,,44,2
+14,100000,-85.578125,128,True,44836,0.87263546,0.01084176,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,,44,0
+14,100000,-81.96875,128,True,44836,0.87263546,0.01084176,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,,44,1
+14,100000,-79.66406,128,True,44836,0.87263546,0.01084176,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,,44,2
 15,100000,-500.0,256,True,50880,0.95521004,1.149e-05,520,0.08985127,True,0.2122377,0.35170169,1.71e-06,65.0,44,0
 15,100000,-500.0,256,True,50880,0.95521004,1.149e-05,520,0.08985127,True,0.2122377,0.35170169,1.71e-06,65.0,44,1
 15,100000,-392.77344,256,True,50880,0.95521004,1.149e-05,520,0.08985127,True,0.2122377,0.35170169,1.71e-06,65.0,44,2
-16,100000,-70.30469,256,False,83629,0.79553779,2.77e-06,667,0.13099956,True,NaN,NaN,NaN,30.0,44,0
-16,100000,-77.13281,256,False,83629,0.79553779,2.77e-06,667,0.13099956,True,NaN,NaN,NaN,30.0,44,1
-16,100000,-81.1875,256,False,83629,0.79553779,2.77e-06,667,0.13099956,True,NaN,NaN,NaN,30.0,44,2
-17,100000,-82.46094,64,False,21637,0.5801064,0.00018583,1148,0.1145223,True,NaN,NaN,NaN,90.0,44,0
-17,100000,-85.84375,64,False,21637,0.5801064,0.00018583,1148,0.1145223,True,NaN,NaN,NaN,90.0,44,1
-17,100000,-83.6875,64,False,21637,0.5801064,0.00018583,1148,0.1145223,True,NaN,NaN,NaN,90.0,44,2
+16,100000,-70.30469,256,False,83629,0.79553779,2.77e-06,667,0.13099956,True,,,,30.0,44,0
+16,100000,-77.13281,256,False,83629,0.79553779,2.77e-06,667,0.13099956,True,,,,30.0,44,1
+16,100000,-81.1875,256,False,83629,0.79553779,2.77e-06,667,0.13099956,True,,,,30.0,44,2
+17,100000,-82.46094,64,False,21637,0.5801064,0.00018583,1148,0.1145223,True,,,,90.0,44,0
+17,100000,-85.84375,64,False,21637,0.5801064,0.00018583,1148,0.1145223,True,,,,90.0,44,1
+17,100000,-83.6875,64,False,21637,0.5801064,0.00018583,1148,0.1145223,True,,,,90.0,44,2
 18,100000,-286.53906,64,True,34088,0.89757091,0.03020245,791,0.14478454,True,0.67974828,0.27179997,1.32e-06,91.0,44,0
 18,100000,-500.0,64,True,34088,0.89757091,0.03020245,791,0.14478454,True,0.67974828,0.27179997,1.32e-06,91.0,44,1
 18,100000,-500.0,64,True,34088,0.89757091,0.03020245,791,0.14478454,True,0.67974828,0.27179997,1.32e-06,91.0,44,2
-19,100000,-500.0,64,False,15988,0.59389143,0.03522739,1603,0.17851429,True,NaN,NaN,NaN,85.0,44,0
-19,100000,-500.0,64,False,15988,0.59389143,0.03522739,1603,0.17851429,True,NaN,NaN,NaN,85.0,44,1
-19,100000,-500.0,64,False,15988,0.59389143,0.03522739,1603,0.17851429,True,NaN,NaN,NaN,85.0,44,2
+19,100000,-500.0,64,False,15988,0.59389143,0.03522739,1603,0.17851429,True,,,,85.0,44,0
+19,100000,-500.0,64,False,15988,0.59389143,0.03522739,1603,0.17851429,True,,,,85.0,44,1
+19,100000,-500.0,64,False,15988,0.59389143,0.03522739,1603,0.17851429,True,,,,85.0,44,2
 20,100000,-87.609375,128,True,55209,0.67717498,0.00035404,467,0.08455563,True,0.34729349,0.37676514,2.7e-07,39.0,44,0
 20,100000,-83.234375,128,True,55209,0.67717498,0.00035404,467,0.08455563,True,0.34729349,0.37676514,2.7e-07,39.0,44,1
 20,100000,-89.34375,128,True,55209,0.67717498,0.00035404,467,0.08455563,True,0.34729349,0.37676514,2.7e-07,39.0,44,2
-21,100000,-500.0,64,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,NaN,44,0
-21,100000,-110.46875,64,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,NaN,44,1
-21,100000,-500.0,64,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,NaN,44,2
-22,100000,-500.0,128,False,88687,0.99251539,0.00028168,1273,0.15821694,False,NaN,NaN,NaN,NaN,44,0
-22,100000,-91.34375,128,False,88687,0.99251539,0.00028168,1273,0.15821694,False,NaN,NaN,NaN,NaN,44,1
-22,100000,-93.78125,128,False,88687,0.99251539,0.00028168,1273,0.15821694,False,NaN,NaN,NaN,NaN,44,2
-23,100000,-79.61719,256,False,114253,0.72774251,0.01380665,333,0.16783972,False,NaN,NaN,NaN,NaN,44,0
-23,100000,-90.50781,256,False,114253,0.72774251,0.01380665,333,0.16783972,False,NaN,NaN,NaN,NaN,44,1
-23,100000,-87.296875,256,False,114253,0.72774251,0.01380665,333,0.16783972,False,NaN,NaN,NaN,NaN,44,2
-24,100000,-500.0,256,False,3651,0.89799163,0.00040606,1748,0.0280866,False,NaN,NaN,NaN,NaN,44,0
-24,100000,-500.0,256,False,3651,0.89799163,0.00040606,1748,0.0280866,False,NaN,NaN,NaN,NaN,44,1
-24,100000,-500.0,256,False,3651,0.89799163,0.00040606,1748,0.0280866,False,NaN,NaN,NaN,NaN,44,2
-25,100000,-500.0,128,False,92859,0.75268207,0.01157489,575,0.18468338,True,NaN,NaN,NaN,26.0,44,0
-25,100000,-500.0,128,False,92859,0.75268207,0.01157489,575,0.18468338,True,NaN,NaN,NaN,26.0,44,1
-25,100000,-500.0,128,False,92859,0.75268207,0.01157489,575,0.18468338,True,NaN,NaN,NaN,26.0,44,2
-26,100000,-500.0,128,False,25822,0.56130228,0.00062789,1639,0.17373852,False,NaN,NaN,NaN,NaN,44,0
-26,100000,-500.0,128,False,25822,0.56130228,0.00062789,1639,0.17373852,False,NaN,NaN,NaN,NaN,44,1
-26,100000,-500.0,128,False,25822,0.56130228,0.00062789,1639,0.17373852,False,NaN,NaN,NaN,NaN,44,2
-27,100000,-75.6875,256,False,91843,0.63852244,4.171e-05,762,0.02273723,False,NaN,NaN,NaN,NaN,44,0
-27,100000,-81.65625,256,False,91843,0.63852244,4.171e-05,762,0.02273723,False,NaN,NaN,NaN,NaN,44,1
-27,100000,-112.5,256,False,91843,0.63852244,4.171e-05,762,0.02273723,False,NaN,NaN,NaN,NaN,44,2
-28,100000,-88.39844,64,False,92676,0.83095346,0.00023513,116,0.04963599,False,NaN,NaN,NaN,NaN,44,0
-28,100000,-91.24219,64,False,92676,0.83095346,0.00023513,116,0.04963599,False,NaN,NaN,NaN,NaN,44,1
-28,100000,-86.60156,64,False,92676,0.83095346,0.00023513,116,0.04963599,False,NaN,NaN,NaN,NaN,44,2
-29,100000,-84.90625,64,False,69119,0.99637095,0.00047535,875,0.1018977,True,NaN,NaN,NaN,37.0,44,0
-29,100000,-87.94531,64,False,69119,0.99637095,0.00047535,875,0.1018977,True,NaN,NaN,NaN,37.0,44,1
-29,100000,-97.22656,64,False,69119,0.99637095,0.00047535,875,0.1018977,True,NaN,NaN,NaN,37.0,44,2
-30,100000,-500.0,256,False,49605,0.52704893,0.0003172,393,0.01543272,True,NaN,NaN,NaN,8.0,44,0
-30,100000,-500.0,256,False,49605,0.52704893,0.0003172,393,0.01543272,True,NaN,NaN,NaN,8.0,44,1
-30,100000,-500.0,256,False,49605,0.52704893,0.0003172,393,0.01543272,True,NaN,NaN,NaN,8.0,44,2
+21,100000,-500.0,64,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,,44,0
+21,100000,-110.46875,64,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,,44,1
+21,100000,-500.0,64,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,,44,2
+22,100000,-500.0,128,False,88687,0.99251539,0.00028168,1273,0.15821694,False,,,,,44,0
+22,100000,-91.34375,128,False,88687,0.99251539,0.00028168,1273,0.15821694,False,,,,,44,1
+22,100000,-93.78125,128,False,88687,0.99251539,0.00028168,1273,0.15821694,False,,,,,44,2
+23,100000,-79.61719,256,False,114253,0.72774251,0.01380665,333,0.16783972,False,,,,,44,0
+23,100000,-90.50781,256,False,114253,0.72774251,0.01380665,333,0.16783972,False,,,,,44,1
+23,100000,-87.296875,256,False,114253,0.72774251,0.01380665,333,0.16783972,False,,,,,44,2
+24,100000,-500.0,256,False,3651,0.89799163,0.00040606,1748,0.0280866,False,,,,,44,0
+24,100000,-500.0,256,False,3651,0.89799163,0.00040606,1748,0.0280866,False,,,,,44,1
+24,100000,-500.0,256,False,3651,0.89799163,0.00040606,1748,0.0280866,False,,,,,44,2
+25,100000,-500.0,128,False,92859,0.75268207,0.01157489,575,0.18468338,True,,,,26.0,44,0
+25,100000,-500.0,128,False,92859,0.75268207,0.01157489,575,0.18468338,True,,,,26.0,44,1
+25,100000,-500.0,128,False,92859,0.75268207,0.01157489,575,0.18468338,True,,,,26.0,44,2
+26,100000,-500.0,128,False,25822,0.56130228,0.00062789,1639,0.17373852,False,,,,,44,0
+26,100000,-500.0,128,False,25822,0.56130228,0.00062789,1639,0.17373852,False,,,,,44,1
+26,100000,-500.0,128,False,25822,0.56130228,0.00062789,1639,0.17373852,False,,,,,44,2
+27,100000,-75.6875,256,False,91843,0.63852244,4.171e-05,762,0.02273723,False,,,,,44,0
+27,100000,-81.65625,256,False,91843,0.63852244,4.171e-05,762,0.02273723,False,,,,,44,1
+27,100000,-112.5,256,False,91843,0.63852244,4.171e-05,762,0.02273723,False,,,,,44,2
+28,100000,-88.39844,64,False,92676,0.83095346,0.00023513,116,0.04963599,False,,,,,44,0
+28,100000,-91.24219,64,False,92676,0.83095346,0.00023513,116,0.04963599,False,,,,,44,1
+28,100000,-86.60156,64,False,92676,0.83095346,0.00023513,116,0.04963599,False,,,,,44,2
+29,100000,-84.90625,64,False,69119,0.99637095,0.00047535,875,0.1018977,True,,,,37.0,44,0
+29,100000,-87.94531,64,False,69119,0.99637095,0.00047535,875,0.1018977,True,,,,37.0,44,1
+29,100000,-97.22656,64,False,69119,0.99637095,0.00047535,875,0.1018977,True,,,,37.0,44,2
+30,100000,-500.0,256,False,49605,0.52704893,0.0003172,393,0.01543272,True,,,,8.0,44,0
+30,100000,-500.0,256,False,49605,0.52704893,0.0003172,393,0.01543272,True,,,,8.0,44,1
+30,100000,-500.0,256,False,49605,0.52704893,0.0003172,393,0.01543272,True,,,,8.0,44,2
 31,100000,-80.63281,256,True,109586,0.72875172,4.479e-05,1692,0.17611553,True,0.09632756,0.28331128,1.796e-05,97.0,44,0
 31,100000,-77.86719,256,True,109586,0.72875172,4.479e-05,1692,0.17611553,True,0.09632756,0.28331128,1.796e-05,97.0,44,1
 31,100000,-84.41406,256,True,109586,0.72875172,4.479e-05,1692,0.17611553,True,0.09632756,0.28331128,1.796e-05,97.0,44,2
 0,100000,-85.60156,64,True,17346,0.51450691,1.92e-06,32,0.1114579,True,0.54777049,0.91105155,4.44e-06,45.0,43,0
 0,100000,-87.921875,64,True,17346,0.51450691,1.92e-06,32,0.1114579,True,0.54777049,0.91105155,4.44e-06,45.0,43,1
 0,100000,-86.546875,64,True,17346,0.51450691,1.92e-06,32,0.1114579,True,0.54777049,0.91105155,4.44e-06,45.0,43,2
-1,100000,-90.5,128,False,42559,0.50018081,0.00958516,1304,0.18046017,False,NaN,NaN,NaN,NaN,43,0
-1,100000,-81.953125,128,False,42559,0.50018081,0.00958516,1304,0.18046017,False,NaN,NaN,NaN,NaN,43,1
-1,100000,-91.6875,128,False,42559,0.50018081,0.00958516,1304,0.18046017,False,NaN,NaN,NaN,NaN,43,2
-2,100000,-500.0,128,False,111528,0.88844768,0.04096825,116,0.04913854,False,NaN,NaN,NaN,NaN,43,0
-2,100000,-500.0,128,False,111528,0.88844768,0.04096825,116,0.04913854,False,NaN,NaN,NaN,NaN,43,1
-2,100000,-500.0,128,False,111528,0.88844768,0.04096825,116,0.04913854,False,NaN,NaN,NaN,NaN,43,2
-3,100000,-500.0,256,True,86644,0.96220888,0.05773182,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,NaN,43,0
-3,100000,-500.0,256,True,86644,0.96220888,0.05773182,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,NaN,43,1
-3,100000,-500.0,256,True,86644,0.96220888,0.05773182,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,NaN,43,2
-4,100000,-77.94531,64,False,33449,0.86753217,2.568e-05,1614,0.05999268,True,NaN,NaN,NaN,4.0,43,0
-4,100000,-79.640625,64,False,33449,0.86753217,2.568e-05,1614,0.05999268,True,NaN,NaN,NaN,4.0,43,1
-4,100000,-78.52344,64,False,33449,0.86753217,2.568e-05,1614,0.05999268,True,NaN,NaN,NaN,4.0,43,2
-5,100000,-75.78906,256,False,34724,0.83862908,7.22e-06,104,0.07808968,False,NaN,NaN,NaN,NaN,43,0
-5,100000,-79.08594,256,False,34724,0.83862908,7.22e-06,104,0.07808968,False,NaN,NaN,NaN,NaN,43,1
-5,100000,-83.171875,256,False,34724,0.83862908,7.22e-06,104,0.07808968,False,NaN,NaN,NaN,NaN,43,2
-6,100000,-500.0,64,False,3643,0.51354052,0.00053255,1054,0.03124912,False,NaN,NaN,NaN,NaN,43,0
-6,100000,-500.0,64,False,3643,0.51354052,0.00053255,1054,0.03124912,False,NaN,NaN,NaN,NaN,43,1
-6,100000,-500.0,64,False,3643,0.51354052,0.00053255,1054,0.03124912,False,NaN,NaN,NaN,NaN,43,2
-7,100000,-486.57812,128,False,105719,0.94077995,3.084e-05,674,0.01682252,True,NaN,NaN,NaN,72.0,43,0
-7,100000,-500.0,128,False,105719,0.94077995,3.084e-05,674,0.01682252,True,NaN,NaN,NaN,72.0,43,1
-7,100000,-161.16406,128,False,105719,0.94077995,3.084e-05,674,0.01682252,True,NaN,NaN,NaN,72.0,43,2
+1,100000,-90.5,128,False,42559,0.50018081,0.00958516,1304,0.18046017,False,,,,,43,0
+1,100000,-81.953125,128,False,42559,0.50018081,0.00958516,1304,0.18046017,False,,,,,43,1
+1,100000,-91.6875,128,False,42559,0.50018081,0.00958516,1304,0.18046017,False,,,,,43,2
+2,100000,-500.0,128,False,111528,0.88844768,0.04096825,116,0.04913854,False,,,,,43,0
+2,100000,-500.0,128,False,111528,0.88844768,0.04096825,116,0.04913854,False,,,,,43,1
+2,100000,-500.0,128,False,111528,0.88844768,0.04096825,116,0.04913854,False,,,,,43,2
+3,100000,-500.0,256,True,86644,0.96220888,0.05773182,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,,43,0
+3,100000,-500.0,256,True,86644,0.96220888,0.05773182,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,,43,1
+3,100000,-500.0,256,True,86644,0.96220888,0.05773182,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,,43,2
+4,100000,-77.94531,64,False,33449,0.86753217,2.568e-05,1614,0.05999268,True,,,,4.0,43,0
+4,100000,-79.640625,64,False,33449,0.86753217,2.568e-05,1614,0.05999268,True,,,,4.0,43,1
+4,100000,-78.52344,64,False,33449,0.86753217,2.568e-05,1614,0.05999268,True,,,,4.0,43,2
+5,100000,-75.78906,256,False,34724,0.83862908,7.22e-06,104,0.07808968,False,,,,,43,0
+5,100000,-79.08594,256,False,34724,0.83862908,7.22e-06,104,0.07808968,False,,,,,43,1
+5,100000,-83.171875,256,False,34724,0.83862908,7.22e-06,104,0.07808968,False,,,,,43,2
+6,100000,-500.0,64,False,3643,0.51354052,0.00053255,1054,0.03124912,False,,,,,43,0
+6,100000,-500.0,64,False,3643,0.51354052,0.00053255,1054,0.03124912,False,,,,,43,1
+6,100000,-500.0,64,False,3643,0.51354052,0.00053255,1054,0.03124912,False,,,,,43,2
+7,100000,-486.57812,128,False,105719,0.94077995,3.084e-05,674,0.01682252,True,,,,72.0,43,0
+7,100000,-500.0,128,False,105719,0.94077995,3.084e-05,674,0.01682252,True,,,,72.0,43,1
+7,100000,-161.16406,128,False,105719,0.94077995,3.084e-05,674,0.01682252,True,,,,72.0,43,2
 8,100000,-500.0,256,True,89137,0.58201579,0.0379177,1261,0.06686598,True,0.31449423,0.93256208,0.00016768,25.0,43,0
 8,100000,-500.0,256,True,89137,0.58201579,0.0379177,1261,0.06686598,True,0.31449423,0.93256208,0.00016768,25.0,43,1
 8,100000,-351.0,256,True,89137,0.58201579,0.0379177,1261,0.06686598,True,0.31449423,0.93256208,0.00016768,25.0,43,2
-9,100000,-500.0,128,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,NaN,43,0
-9,100000,-500.0,128,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,NaN,43,1
-9,100000,-500.0,128,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,NaN,43,2
-10,100000,-500.0,128,False,5051,0.6308016,0.00016687,308,0.00982639,False,NaN,NaN,NaN,NaN,43,0
-10,100000,-500.0,128,False,5051,0.6308016,0.00016687,308,0.00982639,False,NaN,NaN,NaN,NaN,43,1
-10,100000,-500.0,128,False,5051,0.6308016,0.00016687,308,0.00982639,False,NaN,NaN,NaN,NaN,43,2
-11,100000,-85.890625,256,True,28824,0.99235582,0.00306417,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,NaN,43,0
-11,100000,-89.21094,256,True,28824,0.99235582,0.00306417,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,NaN,43,1
-11,100000,-95.671875,256,True,28824,0.99235582,0.00306417,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,NaN,43,2
-12,100000,-500.0,256,False,72496,0.62172763,0.00101451,643,0.03027329,False,NaN,NaN,NaN,NaN,43,0
-12,100000,-102.53125,256,False,72496,0.62172763,0.00101451,643,0.03027329,False,NaN,NaN,NaN,NaN,43,1
-12,100000,-187.82031,256,False,72496,0.62172763,0.00101451,643,0.03027329,False,NaN,NaN,NaN,NaN,43,2
-13,100000,-500.0,64,True,93249,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,NaN,43,0
-13,100000,-500.0,64,True,93249,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,NaN,43,1
-13,100000,-500.0,64,True,93249,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,NaN,43,2
+9,100000,-500.0,128,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,,43,0
+9,100000,-500.0,128,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,,43,1
+9,100000,-500.0,128,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,,43,2
+10,100000,-500.0,128,False,5051,0.6308016,0.00016687,308,0.00982639,False,,,,,43,0
+10,100000,-500.0,128,False,5051,0.6308016,0.00016687,308,0.00982639,False,,,,,43,1
+10,100000,-500.0,128,False,5051,0.6308016,0.00016687,308,0.00982639,False,,,,,43,2
+11,100000,-85.890625,256,True,28824,0.99235582,0.00306417,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,,43,0
+11,100000,-89.21094,256,True,28824,0.99235582,0.00306417,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,,43,1
+11,100000,-95.671875,256,True,28824,0.99235582,0.00306417,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,,43,2
+12,100000,-500.0,256,False,72496,0.62172763,0.00101451,643,0.03027329,False,,,,,43,0
+12,100000,-102.53125,256,False,72496,0.62172763,0.00101451,643,0.03027329,False,,,,,43,1
+12,100000,-187.82031,256,False,72496,0.62172763,0.00101451,643,0.03027329,False,,,,,43,2
+13,100000,-500.0,64,True,93249,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,,43,0
+13,100000,-500.0,64,True,93249,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,,43,1
+13,100000,-500.0,64,True,93249,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,,43,2
 14,100000,-114.44531,128,True,66636,0.70329737,5.12e-06,1769,0.00421314,True,0.54225785,0.29599484,2.721e-05,83.0,43,0
 14,100000,-500.0,128,True,66636,0.70329737,5.12e-06,1769,0.00421314,True,0.54225785,0.29599484,2.721e-05,83.0,43,1
 14,100000,-487.64062,128,True,66636,0.70329737,5.12e-06,1769,0.00421314,True,0.54225785,0.29599484,2.721e-05,83.0,43,2
-15,100000,-500.0,128,False,7666,0.96898131,0.09845206,158,0.1774289,False,NaN,NaN,NaN,NaN,43,0
-15,100000,-500.0,128,False,7666,0.96898131,0.09845206,158,0.1774289,False,NaN,NaN,NaN,NaN,43,1
-15,100000,-500.0,128,False,7666,0.96898131,0.09845206,158,0.1774289,False,NaN,NaN,NaN,NaN,43,2
-16,100000,-500.0,64,False,4871,0.6490902,1.2e-06,210,0.18743212,False,NaN,NaN,NaN,NaN,43,0
-16,100000,-500.0,64,False,4871,0.6490902,1.2e-06,210,0.18743212,False,NaN,NaN,NaN,NaN,43,1
-16,100000,-500.0,64,False,4871,0.6490902,1.2e-06,210,0.18743212,False,NaN,NaN,NaN,NaN,43,2
-17,100000,-74.24219,128,False,27933,0.77897731,8.661e-05,1823,0.02538879,False,NaN,NaN,NaN,NaN,43,0
-17,100000,-79.953125,128,False,27933,0.77897731,8.661e-05,1823,0.02538879,False,NaN,NaN,NaN,NaN,43,1
-17,100000,-77.52344,128,False,27933,0.77897731,8.661e-05,1823,0.02538879,False,NaN,NaN,NaN,NaN,43,2
-18,100000,-500.0,64,False,76368,0.90726146,0.09026109,911,0.10667463,False,NaN,NaN,NaN,NaN,43,0
-18,100000,-500.0,64,False,76368,0.90726146,0.09026109,911,0.10667463,False,NaN,NaN,NaN,NaN,43,1
-18,100000,-500.0,64,False,76368,0.90726146,0.09026109,911,0.10667463,False,NaN,NaN,NaN,NaN,43,2
-19,100000,-236.1875,128,False,53760,0.92692546,0.00052771,1114,0.01640626,True,NaN,NaN,NaN,66.0,43,0
-19,100000,-500.0,128,False,53760,0.92692546,0.00052771,1114,0.01640626,True,NaN,NaN,NaN,66.0,43,1
-19,100000,-297.96875,128,False,53760,0.92692546,0.00052771,1114,0.01640626,True,NaN,NaN,NaN,66.0,43,2
-20,100000,-500.0,256,False,103720,0.75527673,3.79e-06,584,0.16605569,True,NaN,NaN,NaN,56.0,43,0
-20,100000,-85.140625,256,False,103720,0.75527673,3.79e-06,584,0.16605569,True,NaN,NaN,NaN,56.0,43,1
-20,100000,-89.83594,256,False,103720,0.75527673,3.79e-06,584,0.16605569,True,NaN,NaN,NaN,56.0,43,2
-21,100000,-500.0,256,False,14629,0.79653604,3.07e-06,1828,0.16662835,True,NaN,NaN,NaN,13.0,43,0
-21,100000,-106.58594,256,False,14629,0.79653604,3.07e-06,1828,0.16662835,True,NaN,NaN,NaN,13.0,43,1
-21,100000,-89.390625,256,False,14629,0.79653604,3.07e-06,1828,0.16662835,True,NaN,NaN,NaN,13.0,43,2
-22,100000,-90.96094,256,True,13461,0.87251815,0.00257765,71,0.1637175,False,0.47969654,0.97371753,2.27e-06,NaN,43,0
-22,100000,-86.5,256,True,13461,0.87251815,0.00257765,71,0.1637175,False,0.47969654,0.97371753,2.27e-06,NaN,43,1
-22,100000,-261.2578,256,True,13461,0.87251815,0.00257765,71,0.1637175,False,0.47969654,0.97371753,2.27e-06,NaN,43,2
-23,100000,-500.0,128,False,43216,0.65105958,1.51e-06,1138,0.11343466,True,NaN,NaN,NaN,21.0,43,0
-23,100000,-500.0,128,False,43216,0.65105958,1.51e-06,1138,0.11343466,True,NaN,NaN,NaN,21.0,43,1
-23,100000,-500.0,128,False,43216,0.65105958,1.51e-06,1138,0.11343466,True,NaN,NaN,NaN,21.0,43,2
-24,100000,-500.0,64,False,89144,0.89599221,6.32e-06,520,0.09099824,True,NaN,NaN,NaN,40.0,43,0
-24,100000,-500.0,64,False,89144,0.89599221,6.32e-06,520,0.09099824,True,NaN,NaN,NaN,40.0,43,1
-24,100000,-143.4375,64,False,89144,0.89599221,6.32e-06,520,0.09099824,True,NaN,NaN,NaN,40.0,43,2
+15,100000,-500.0,128,False,7666,0.96898131,0.09845206,158,0.1774289,False,,,,,43,0
+15,100000,-500.0,128,False,7666,0.96898131,0.09845206,158,0.1774289,False,,,,,43,1
+15,100000,-500.0,128,False,7666,0.96898131,0.09845206,158,0.1774289,False,,,,,43,2
+16,100000,-500.0,64,False,4871,0.6490902,1.2e-06,210,0.18743212,False,,,,,43,0
+16,100000,-500.0,64,False,4871,0.6490902,1.2e-06,210,0.18743212,False,,,,,43,1
+16,100000,-500.0,64,False,4871,0.6490902,1.2e-06,210,0.18743212,False,,,,,43,2
+17,100000,-74.24219,128,False,27933,0.77897731,8.661e-05,1823,0.02538879,False,,,,,43,0
+17,100000,-79.953125,128,False,27933,0.77897731,8.661e-05,1823,0.02538879,False,,,,,43,1
+17,100000,-77.52344,128,False,27933,0.77897731,8.661e-05,1823,0.02538879,False,,,,,43,2
+18,100000,-500.0,64,False,76368,0.90726146,0.09026109,911,0.10667463,False,,,,,43,0
+18,100000,-500.0,64,False,76368,0.90726146,0.09026109,911,0.10667463,False,,,,,43,1
+18,100000,-500.0,64,False,76368,0.90726146,0.09026109,911,0.10667463,False,,,,,43,2
+19,100000,-236.1875,128,False,53760,0.92692546,0.00052771,1114,0.01640626,True,,,,66.0,43,0
+19,100000,-500.0,128,False,53760,0.92692546,0.00052771,1114,0.01640626,True,,,,66.0,43,1
+19,100000,-297.96875,128,False,53760,0.92692546,0.00052771,1114,0.01640626,True,,,,66.0,43,2
+20,100000,-500.0,256,False,103720,0.75527673,3.79e-06,584,0.16605569,True,,,,56.0,43,0
+20,100000,-85.140625,256,False,103720,0.75527673,3.79e-06,584,0.16605569,True,,,,56.0,43,1
+20,100000,-89.83594,256,False,103720,0.75527673,3.79e-06,584,0.16605569,True,,,,56.0,43,2
+21,100000,-500.0,256,False,14629,0.79653604,3.07e-06,1828,0.16662835,True,,,,13.0,43,0
+21,100000,-106.58594,256,False,14629,0.79653604,3.07e-06,1828,0.16662835,True,,,,13.0,43,1
+21,100000,-89.390625,256,False,14629,0.79653604,3.07e-06,1828,0.16662835,True,,,,13.0,43,2
+22,100000,-90.96094,256,True,13461,0.87251815,0.00257765,71,0.1637175,False,0.47969654,0.97371753,2.27e-06,,43,0
+22,100000,-86.5,256,True,13461,0.87251815,0.00257765,71,0.1637175,False,0.47969654,0.97371753,2.27e-06,,43,1
+22,100000,-261.2578,256,True,13461,0.87251815,0.00257765,71,0.1637175,False,0.47969654,0.97371753,2.27e-06,,43,2
+23,100000,-500.0,128,False,43216,0.65105958,1.51e-06,1138,0.11343466,True,,,,21.0,43,0
+23,100000,-500.0,128,False,43216,0.65105958,1.51e-06,1138,0.11343466,True,,,,21.0,43,1
+23,100000,-500.0,128,False,43216,0.65105958,1.51e-06,1138,0.11343466,True,,,,21.0,43,2
+24,100000,-500.0,64,False,89144,0.89599221,6.32e-06,520,0.09099824,True,,,,40.0,43,0
+24,100000,-500.0,64,False,89144,0.89599221,6.32e-06,520,0.09099824,True,,,,40.0,43,1
+24,100000,-143.4375,64,False,89144,0.89599221,6.32e-06,520,0.09099824,True,,,,40.0,43,2
 25,100000,-494.07812,256,True,47583,0.78178756,0.03594624,478,0.18142866,True,0.48774122,0.09809442,1.02e-06,62.0,43,0
 25,100000,-500.0,256,True,47583,0.78178756,0.03594624,478,0.18142866,True,0.48774122,0.09809442,1.02e-06,62.0,43,1
 25,100000,-391.09375,256,True,47583,0.78178756,0.03594624,478,0.18142866,True,0.48774122,0.09809442,1.02e-06,62.0,43,2
-26,100000,-78.90625,128,False,58276,0.91078482,0.00058516,241,0.10766683,True,NaN,NaN,NaN,58.0,43,0
-26,100000,-83.24219,128,False,58276,0.91078482,0.00058516,241,0.10766683,True,NaN,NaN,NaN,58.0,43,1
-26,100000,-90.32031,128,False,58276,0.91078482,0.00058516,241,0.10766683,True,NaN,NaN,NaN,58.0,43,2
+26,100000,-78.90625,128,False,58276,0.91078482,0.00058516,241,0.10766683,True,,,,58.0,43,0
+26,100000,-83.24219,128,False,58276,0.91078482,0.00058516,241,0.10766683,True,,,,58.0,43,1
+26,100000,-90.32031,128,False,58276,0.91078482,0.00058516,241,0.10766683,True,,,,58.0,43,2
 27,100000,-87.609375,128,True,4616,0.93419044,0.00014819,837,0.12889453,True,0.39597958,0.59858233,5.016e-05,55.0,43,0
 27,100000,-84.46875,128,True,4616,0.93419044,0.00014819,837,0.12889453,True,0.39597958,0.59858233,5.016e-05,55.0,43,1
 27,100000,-90.11719,128,True,4616,0.93419044,0.00014819,837,0.12889453,True,0.39597958,0.59858233,5.016e-05,55.0,43,2
-28,100000,-75.109375,128,True,36912,0.54626109,0.00011912,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,NaN,43,0
-28,100000,-79.36719,128,True,36912,0.54626109,0.00011912,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,NaN,43,1
-28,100000,-86.75,128,True,36912,0.54626109,0.00011912,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,NaN,43,2
-29,100000,-500.0,256,False,59480,0.55228418,0.00036975,986,0.06754,True,NaN,NaN,NaN,62.0,43,0
-29,100000,-500.0,256,False,59480,0.55228418,0.00036975,986,0.06754,True,NaN,NaN,NaN,62.0,43,1
-29,100000,-500.0,256,False,59480,0.55228418,0.00036975,986,0.06754,True,NaN,NaN,NaN,62.0,43,2
-30,100000,-84.89844,256,False,56541,0.9123164,0.00570074,523,0.08105613,True,NaN,NaN,NaN,27.0,43,0
-30,100000,-88.03125,256,False,56541,0.9123164,0.00570074,523,0.08105613,True,NaN,NaN,NaN,27.0,43,1
-30,100000,-84.71094,256,False,56541,0.9123164,0.00570074,523,0.08105613,True,NaN,NaN,NaN,27.0,43,2
-31,100000,-85.33594,256,True,76511,0.55808698,0.04261646,547,0.07860637,False,0.64140431,0.51786661,1.1e-07,NaN,43,0
-31,100000,-399.3047,256,True,76511,0.55808698,0.04261646,547,0.07860637,False,0.64140431,0.51786661,1.1e-07,NaN,43,1
-31,100000,-91.53125,256,True,76511,0.55808698,0.04261646,547,0.07860637,False,0.64140431,0.51786661,1.1e-07,NaN,43,2
-0,100000,-86.77344,128,False,52635,0.69703109,2.821e-05,1268,0.01048299,True,NaN,NaN,NaN,100.0,46,0
-0,100000,-90.02344,128,False,52635,0.69703109,2.821e-05,1268,0.01048299,True,NaN,NaN,NaN,100.0,46,1
-0,100000,-97.66406,128,False,52635,0.69703109,2.821e-05,1268,0.01048299,True,NaN,NaN,NaN,100.0,46,2
-1,100000,-500.0,64,False,54715,0.91792586,0.02259034,1389,0.04513368,True,NaN,NaN,NaN,17.0,46,0
-1,100000,-500.0,64,False,54715,0.91792586,0.02259034,1389,0.04513368,True,NaN,NaN,NaN,17.0,46,1
-1,100000,-466.90625,64,False,54715,0.91792586,0.02259034,1389,0.04513368,True,NaN,NaN,NaN,17.0,46,2
+28,100000,-75.109375,128,True,36912,0.54626109,0.00011912,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,,43,0
+28,100000,-79.36719,128,True,36912,0.54626109,0.00011912,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,,43,1
+28,100000,-86.75,128,True,36912,0.54626109,0.00011912,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,,43,2
+29,100000,-500.0,256,False,59480,0.55228418,0.00036975,986,0.06754,True,,,,62.0,43,0
+29,100000,-500.0,256,False,59480,0.55228418,0.00036975,986,0.06754,True,,,,62.0,43,1
+29,100000,-500.0,256,False,59480,0.55228418,0.00036975,986,0.06754,True,,,,62.0,43,2
+30,100000,-84.89844,256,False,56541,0.9123164,0.00570074,523,0.08105613,True,,,,27.0,43,0
+30,100000,-88.03125,256,False,56541,0.9123164,0.00570074,523,0.08105613,True,,,,27.0,43,1
+30,100000,-84.71094,256,False,56541,0.9123164,0.00570074,523,0.08105613,True,,,,27.0,43,2
+31,100000,-85.33594,256,True,76511,0.55808698,0.04261646,547,0.07860637,False,0.64140431,0.51786661,1.1e-07,,43,0
+31,100000,-399.3047,256,True,76511,0.55808698,0.04261646,547,0.07860637,False,0.64140431,0.51786661,1.1e-07,,43,1
+31,100000,-91.53125,256,True,76511,0.55808698,0.04261646,547,0.07860637,False,0.64140431,0.51786661,1.1e-07,,43,2
+0,100000,-86.77344,128,False,52635,0.69703109,2.821e-05,1268,0.01048299,True,,,,100.0,46,0
+0,100000,-90.02344,128,False,52635,0.69703109,2.821e-05,1268,0.01048299,True,,,,100.0,46,1
+0,100000,-97.66406,128,False,52635,0.69703109,2.821e-05,1268,0.01048299,True,,,,100.0,46,2
+1,100000,-500.0,64,False,54715,0.91792586,0.02259034,1389,0.04513368,True,,,,17.0,46,0
+1,100000,-500.0,64,False,54715,0.91792586,0.02259034,1389,0.04513368,True,,,,17.0,46,1
+1,100000,-466.90625,64,False,54715,0.91792586,0.02259034,1389,0.04513368,True,,,,17.0,46,2
 2,100000,-500.0,64,True,46703,0.53665662,0.00344956,1731,0.18859817,True,0.59873965,0.76173852,1e-07,87.0,46,0
 2,100000,-500.0,64,True,46703,0.53665662,0.00344956,1731,0.18859817,True,0.59873965,0.76173852,1e-07,87.0,46,1
 2,100000,-106.171875,64,True,46703,0.53665662,0.00344956,1731,0.18859817,True,0.59873965,0.76173852,1e-07,87.0,46,2
@@ -398,18 +398,18 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 4,100000,-500.0,64,True,98738,0.80324019,0.00110971,1472,0.11866347,True,0.61143255,0.98597003,5.42e-06,89.0,46,0
 4,100000,-500.0,64,True,98738,0.80324019,0.00110971,1472,0.11866347,True,0.61143255,0.98597003,5.42e-06,89.0,46,1
 4,100000,-500.0,64,True,98738,0.80324019,0.00110971,1472,0.11866347,True,0.61143255,0.98597003,5.42e-06,89.0,46,2
-5,100000,-500.0,256,False,38575,0.99324587,0.00119601,783,0.04082521,False,NaN,NaN,NaN,NaN,46,0
-5,100000,-500.0,256,False,38575,0.99324587,0.00119601,783,0.04082521,False,NaN,NaN,NaN,NaN,46,1
-5,100000,-108.39844,256,False,38575,0.99324587,0.00119601,783,0.04082521,False,NaN,NaN,NaN,NaN,46,2
-6,100000,-75.74219,128,False,74818,0.50659622,0.0009659,905,0.00352992,False,NaN,NaN,NaN,NaN,46,0
-6,100000,-80.75,128,False,74818,0.50659622,0.0009659,905,0.00352992,False,NaN,NaN,NaN,NaN,46,1
-6,100000,-79.46094,128,False,74818,0.50659622,0.0009659,905,0.00352992,False,NaN,NaN,NaN,NaN,46,2
-7,100000,-500.0,64,False,70529,0.63653402,2.11e-06,2008,0.10202313,False,NaN,NaN,NaN,NaN,46,0
-7,100000,-323.29688,64,False,70529,0.63653402,2.11e-06,2008,0.10202313,False,NaN,NaN,NaN,NaN,46,1
-7,100000,-500.0,64,False,70529,0.63653402,2.11e-06,2008,0.10202313,False,NaN,NaN,NaN,NaN,46,2
-8,100000,-500.0,64,True,1291,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,NaN,46,0
-8,100000,-500.0,64,True,1291,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,NaN,46,1
-8,100000,-500.0,64,True,1291,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,NaN,46,2
+5,100000,-500.0,256,False,38575,0.99324587,0.00119601,783,0.04082521,False,,,,,46,0
+5,100000,-500.0,256,False,38575,0.99324587,0.00119601,783,0.04082521,False,,,,,46,1
+5,100000,-108.39844,256,False,38575,0.99324587,0.00119601,783,0.04082521,False,,,,,46,2
+6,100000,-75.74219,128,False,74818,0.50659622,0.0009659,905,0.00352992,False,,,,,46,0
+6,100000,-80.75,128,False,74818,0.50659622,0.0009659,905,0.00352992,False,,,,,46,1
+6,100000,-79.46094,128,False,74818,0.50659622,0.0009659,905,0.00352992,False,,,,,46,2
+7,100000,-500.0,64,False,70529,0.63653402,2.11e-06,2008,0.10202313,False,,,,,46,0
+7,100000,-323.29688,64,False,70529,0.63653402,2.11e-06,2008,0.10202313,False,,,,,46,1
+7,100000,-500.0,64,False,70529,0.63653402,2.11e-06,2008,0.10202313,False,,,,,46,2
+8,100000,-500.0,64,True,1291,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,,46,0
+8,100000,-500.0,64,True,1291,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,,46,1
+8,100000,-500.0,64,True,1291,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,,46,2
 9,100000,-500.0,128,True,7858,0.51712145,2.787e-05,905,0.01731761,True,0.18538033,0.63593815,3.01e-06,25.0,46,0
 9,100000,-96.5,128,True,7858,0.51712145,2.787e-05,905,0.01731761,True,0.18538033,0.63593815,3.01e-06,25.0,46,1
 9,100000,-103.89844,128,True,7858,0.51712145,2.787e-05,905,0.01731761,True,0.18538033,0.63593815,3.01e-06,25.0,46,2
@@ -419,63 +419,63 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 11,100000,-106.03906,64,True,34523,0.80955349,0.00477016,403,0.00680405,True,0.78639349,0.15557144,2.9e-07,99.0,46,0
 11,100000,-500.0,64,True,34523,0.80955349,0.00477016,403,0.00680405,True,0.78639349,0.15557144,2.9e-07,99.0,46,1
 11,100000,-92.36719,64,True,34523,0.80955349,0.00477016,403,0.00680405,True,0.78639349,0.15557144,2.9e-07,99.0,46,2
-12,100000,-500.0,64,True,81855,0.94889846,0.01026141,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,NaN,46,0
-12,100000,-500.0,64,True,81855,0.94889846,0.01026141,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,NaN,46,1
-12,100000,-500.0,64,True,81855,0.94889846,0.01026141,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,NaN,46,2
-13,100000,-84.96875,256,False,9516,0.6653367,7.675e-05,522,0.04481315,True,NaN,NaN,NaN,46.0,46,0
-13,100000,-84.22656,256,False,9516,0.6653367,7.675e-05,522,0.04481315,True,NaN,NaN,NaN,46.0,46,1
-13,100000,-296.5703,256,False,9516,0.6653367,7.675e-05,522,0.04481315,True,NaN,NaN,NaN,46.0,46,2
-14,100000,-500.0,64,False,117623,0.85685073,3.09e-06,2024,0.18121206,True,NaN,NaN,NaN,11.0,46,0
-14,100000,-500.0,64,False,117623,0.85685073,3.09e-06,2024,0.18121206,True,NaN,NaN,NaN,11.0,46,1
-14,100000,-500.0,64,False,117623,0.85685073,3.09e-06,2024,0.18121206,True,NaN,NaN,NaN,11.0,46,2
-15,100000,-500.0,256,False,1773,0.95427356,2.285e-05,798,0.09866776,True,NaN,NaN,NaN,87.0,46,0
-15,100000,-500.0,256,False,1773,0.95427356,2.285e-05,798,0.09866776,True,NaN,NaN,NaN,87.0,46,1
-15,100000,-500.0,256,False,1773,0.95427356,2.285e-05,798,0.09866776,True,NaN,NaN,NaN,87.0,46,2
-16,100000,-500.0,64,False,78040,0.85758611,0.02362363,1903,0.0837656,False,NaN,NaN,NaN,NaN,46,0
-16,100000,-500.0,64,False,78040,0.85758611,0.02362363,1903,0.0837656,False,NaN,NaN,NaN,NaN,46,1
-16,100000,-500.0,64,False,78040,0.85758611,0.02362363,1903,0.0837656,False,NaN,NaN,NaN,NaN,46,2
-17,100000,-92.71094,128,False,82005,0.80042539,0.00598875,1128,0.04923557,True,NaN,NaN,NaN,37.0,46,0
-17,100000,-82.234375,128,False,82005,0.80042539,0.00598875,1128,0.04923557,True,NaN,NaN,NaN,37.0,46,1
-17,100000,-81.11719,128,False,82005,0.80042539,0.00598875,1128,0.04923557,True,NaN,NaN,NaN,37.0,46,2
+12,100000,-500.0,64,True,81855,0.94889846,0.01026141,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,,46,0
+12,100000,-500.0,64,True,81855,0.94889846,0.01026141,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,,46,1
+12,100000,-500.0,64,True,81855,0.94889846,0.01026141,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,,46,2
+13,100000,-84.96875,256,False,9516,0.6653367,7.675e-05,522,0.04481315,True,,,,46.0,46,0
+13,100000,-84.22656,256,False,9516,0.6653367,7.675e-05,522,0.04481315,True,,,,46.0,46,1
+13,100000,-296.5703,256,False,9516,0.6653367,7.675e-05,522,0.04481315,True,,,,46.0,46,2
+14,100000,-500.0,64,False,117623,0.85685073,3.09e-06,2024,0.18121206,True,,,,11.0,46,0
+14,100000,-500.0,64,False,117623,0.85685073,3.09e-06,2024,0.18121206,True,,,,11.0,46,1
+14,100000,-500.0,64,False,117623,0.85685073,3.09e-06,2024,0.18121206,True,,,,11.0,46,2
+15,100000,-500.0,256,False,1773,0.95427356,2.285e-05,798,0.09866776,True,,,,87.0,46,0
+15,100000,-500.0,256,False,1773,0.95427356,2.285e-05,798,0.09866776,True,,,,87.0,46,1
+15,100000,-500.0,256,False,1773,0.95427356,2.285e-05,798,0.09866776,True,,,,87.0,46,2
+16,100000,-500.0,64,False,78040,0.85758611,0.02362363,1903,0.0837656,False,,,,,46,0
+16,100000,-500.0,64,False,78040,0.85758611,0.02362363,1903,0.0837656,False,,,,,46,1
+16,100000,-500.0,64,False,78040,0.85758611,0.02362363,1903,0.0837656,False,,,,,46,2
+17,100000,-92.71094,128,False,82005,0.80042539,0.00598875,1128,0.04923557,True,,,,37.0,46,0
+17,100000,-82.234375,128,False,82005,0.80042539,0.00598875,1128,0.04923557,True,,,,37.0,46,1
+17,100000,-81.11719,128,False,82005,0.80042539,0.00598875,1128,0.04923557,True,,,,37.0,46,2
 18,100000,-78.734375,64,True,39339,0.6174475,0.00653467,314,0.17649297,True,0.67555296,0.03814238,2.5e-07,28.0,46,0
 18,100000,-84.28125,64,True,39339,0.6174475,0.00653467,314,0.17649297,True,0.67555296,0.03814238,2.5e-07,28.0,46,1
 18,100000,-86.22656,64,True,39339,0.6174475,0.00653467,314,0.17649297,True,0.67555296,0.03814238,2.5e-07,28.0,46,2
-19,100000,-500.0,256,True,1308,0.99299644,1.119e-05,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,NaN,46,0
-19,100000,-500.0,256,True,1308,0.99299644,1.119e-05,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,NaN,46,1
-19,100000,-500.0,256,True,1308,0.99299644,1.119e-05,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,NaN,46,2
-20,100000,-500.0,128,False,105132,0.51960703,4.602e-05,809,0.13086235,True,NaN,NaN,NaN,94.0,46,0
-20,100000,-500.0,128,False,105132,0.51960703,4.602e-05,809,0.13086235,True,NaN,NaN,NaN,94.0,46,1
-20,100000,-500.0,128,False,105132,0.51960703,4.602e-05,809,0.13086235,True,NaN,NaN,NaN,94.0,46,2
-21,100000,-500.0,256,True,2870,0.78466348,2.16e-06,1137,0.02356971,False,0.48827003,0.78391394,0.00043113,NaN,46,0
-21,100000,-500.0,256,True,2870,0.78466348,2.16e-06,1137,0.02356971,False,0.48827003,0.78391394,0.00043113,NaN,46,1
-21,100000,-500.0,256,True,2870,0.78466348,2.16e-06,1137,0.02356971,False,0.48827003,0.78391394,0.00043113,NaN,46,2
+19,100000,-500.0,256,True,1308,0.99299644,1.119e-05,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,,46,0
+19,100000,-500.0,256,True,1308,0.99299644,1.119e-05,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,,46,1
+19,100000,-500.0,256,True,1308,0.99299644,1.119e-05,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,,46,2
+20,100000,-500.0,128,False,105132,0.51960703,4.602e-05,809,0.13086235,True,,,,94.0,46,0
+20,100000,-500.0,128,False,105132,0.51960703,4.602e-05,809,0.13086235,True,,,,94.0,46,1
+20,100000,-500.0,128,False,105132,0.51960703,4.602e-05,809,0.13086235,True,,,,94.0,46,2
+21,100000,-500.0,256,True,2870,0.78466348,2.16e-06,1137,0.02356971,False,0.48827003,0.78391394,0.00043113,,46,0
+21,100000,-500.0,256,True,2870,0.78466348,2.16e-06,1137,0.02356971,False,0.48827003,0.78391394,0.00043113,,46,1
+21,100000,-500.0,256,True,2870,0.78466348,2.16e-06,1137,0.02356971,False,0.48827003,0.78391394,0.00043113,,46,2
 22,100000,-500.0,256,True,114589,0.73004447,0.01506559,82,0.05563632,True,0.54829583,0.58274402,1.019e-05,66.0,46,0
 22,100000,-500.0,256,True,114589,0.73004447,0.01506559,82,0.05563632,True,0.54829583,0.58274402,1.019e-05,66.0,46,1
 22,100000,-500.0,256,True,114589,0.73004447,0.01506559,82,0.05563632,True,0.54829583,0.58274402,1.019e-05,66.0,46,2
-23,100000,-79.27344,256,False,58809,0.98006682,2.9e-05,1656,0.16124832,False,NaN,NaN,NaN,NaN,46,0
-23,100000,-493.78906,256,False,58809,0.98006682,2.9e-05,1656,0.16124832,False,NaN,NaN,NaN,NaN,46,1
-23,100000,-500.0,256,False,58809,0.98006682,2.9e-05,1656,0.16124832,False,NaN,NaN,NaN,NaN,46,2
-24,100000,-500.0,128,True,17228,0.74247039,0.00071601,539,0.14001727,False,0.46990778,0.9258991,3.1e-07,NaN,46,0
-24,100000,-500.0,128,True,17228,0.74247039,0.00071601,539,0.14001727,False,0.46990778,0.9258991,3.1e-07,NaN,46,1
-24,100000,-500.0,128,True,17228,0.74247039,0.00071601,539,0.14001727,False,0.46990778,0.9258991,3.1e-07,NaN,46,2
-25,100000,-500.0,256,True,52212,0.6078756,0.01467093,635,0.06021954,False,0.91931402,0.86409075,2.77e-06,NaN,46,0
-25,100000,-500.0,256,True,52212,0.6078756,0.01467093,635,0.06021954,False,0.91931402,0.86409075,2.77e-06,NaN,46,1
-25,100000,-113.28125,256,True,52212,0.6078756,0.01467093,635,0.06021954,False,0.91931402,0.86409075,2.77e-06,NaN,46,2
-26,100000,-500.0,128,False,47254,0.51521765,0.00066765,1689,0.0942747,False,NaN,NaN,NaN,NaN,46,0
-26,100000,-500.0,128,False,47254,0.51521765,0.00066765,1689,0.0942747,False,NaN,NaN,NaN,NaN,46,1
-26,100000,-500.0,128,False,47254,0.51521765,0.00066765,1689,0.0942747,False,NaN,NaN,NaN,NaN,46,2
+23,100000,-79.27344,256,False,58809,0.98006682,2.9e-05,1656,0.16124832,False,,,,,46,0
+23,100000,-493.78906,256,False,58809,0.98006682,2.9e-05,1656,0.16124832,False,,,,,46,1
+23,100000,-500.0,256,False,58809,0.98006682,2.9e-05,1656,0.16124832,False,,,,,46,2
+24,100000,-500.0,128,True,17228,0.74247039,0.00071601,539,0.14001727,False,0.46990778,0.9258991,3.1e-07,,46,0
+24,100000,-500.0,128,True,17228,0.74247039,0.00071601,539,0.14001727,False,0.46990778,0.9258991,3.1e-07,,46,1
+24,100000,-500.0,128,True,17228,0.74247039,0.00071601,539,0.14001727,False,0.46990778,0.9258991,3.1e-07,,46,2
+25,100000,-500.0,256,True,52212,0.6078756,0.01467093,635,0.06021954,False,0.91931402,0.86409075,2.77e-06,,46,0
+25,100000,-500.0,256,True,52212,0.6078756,0.01467093,635,0.06021954,False,0.91931402,0.86409075,2.77e-06,,46,1
+25,100000,-113.28125,256,True,52212,0.6078756,0.01467093,635,0.06021954,False,0.91931402,0.86409075,2.77e-06,,46,2
+26,100000,-500.0,128,False,47254,0.51521765,0.00066765,1689,0.0942747,False,,,,,46,0
+26,100000,-500.0,128,False,47254,0.51521765,0.00066765,1689,0.0942747,False,,,,,46,1
+26,100000,-500.0,128,False,47254,0.51521765,0.00066765,1689,0.0942747,False,,,,,46,2
 27,100000,-500.0,256,True,3117,0.73593861,0.00092579,551,0.08994078,True,0.98326546,0.4557987,2.587e-05,33.0,46,0
 27,100000,-407.64844,256,True,3117,0.73593861,0.00092579,551,0.08994078,True,0.98326546,0.4557987,2.587e-05,33.0,46,1
 27,100000,-296.98438,256,True,3117,0.73593861,0.00092579,551,0.08994078,True,0.98326546,0.4557987,2.587e-05,33.0,46,2
-28,100000,-84.703125,128,False,40439,0.67653804,5.12e-06,1614,0.10158356,True,NaN,NaN,NaN,36.0,46,0
-28,100000,-81.71875,128,False,40439,0.67653804,5.12e-06,1614,0.10158356,True,NaN,NaN,NaN,36.0,46,1
-28,100000,-83.19531,128,False,40439,0.67653804,5.12e-06,1614,0.10158356,True,NaN,NaN,NaN,36.0,46,2
-29,100000,-500.0,64,True,84607,0.63828504,0.0043805,1019,0.02883898,False,0.86351878,0.43955964,3.232e-05,NaN,46,0
-29,100000,-500.0,64,True,84607,0.63828504,0.0043805,1019,0.02883898,False,0.86351878,0.43955964,3.232e-05,NaN,46,1
-29,100000,-500.0,64,True,84607,0.63828504,0.0043805,1019,0.02883898,False,0.86351878,0.43955964,3.232e-05,NaN,46,2
+28,100000,-84.703125,128,False,40439,0.67653804,5.12e-06,1614,0.10158356,True,,,,36.0,46,0
+28,100000,-81.71875,128,False,40439,0.67653804,5.12e-06,1614,0.10158356,True,,,,36.0,46,1
+28,100000,-83.19531,128,False,40439,0.67653804,5.12e-06,1614,0.10158356,True,,,,36.0,46,2
+29,100000,-500.0,64,True,84607,0.63828504,0.0043805,1019,0.02883898,False,0.86351878,0.43955964,3.232e-05,,46,0
+29,100000,-500.0,64,True,84607,0.63828504,0.0043805,1019,0.02883898,False,0.86351878,0.43955964,3.232e-05,,46,1
+29,100000,-500.0,64,True,84607,0.63828504,0.0043805,1019,0.02883898,False,0.86351878,0.43955964,3.232e-05,,46,2
 30,100000,-500.0,256,True,92535,0.58676605,0.00111558,621,0.12391523,True,0.02929697,0.8624734,1.14e-06,29.0,46,0
 30,100000,-500.0,256,True,92535,0.58676605,0.00111558,621,0.12391523,True,0.02929697,0.8624734,1.14e-06,29.0,46,1
 30,100000,-500.0,256,True,92535,0.58676605,0.00111558,621,0.12391523,True,0.02929697,0.8624734,1.14e-06,29.0,46,2
-31,100000,-500.0,64,True,96225,0.73148228,0.00180823,1453,0.14947533,False,0.4513842,0.77442635,0.0005287,NaN,46,0
-31,100000,-500.0,64,True,96225,0.73148228,0.00180823,1453,0.14947533,False,0.4513842,0.77442635,0.0005287,NaN,46,1
-31,100000,-500.0,64,True,96225,0.73148228,0.00180823,1453,0.14947533,False,0.4513842,0.77442635,0.0005287,NaN,46,2
+31,100000,-500.0,64,True,96225,0.73148228,0.00180823,1453,0.14947533,False,0.4513842,0.77442635,0.0005287,,46,0
+31,100000,-500.0,64,True,96225,0.73148228,0.00180823,1453,0.14947533,False,0.4513842,0.77442635,0.0005287,,46,1
+31,100000,-500.0,64,True,96225,0.73148228,0.00180823,1453,0.14947533,False,0.4513842,0.77442635,0.0005287,,46,2

rs/cc_cartpole_dqn.csv

@@ -2,393 +2,393 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 0,50000,9.34375,256,True,38218,0.85403629,8.11e-06,474,0.09175793,True,0.45599426,0.02580659,0.00021517,6.0,42,0
 0,50000,12.1796875,256,True,38218,0.85403629,8.11e-06,474,0.09175793,True,0.45599426,0.02580659,0.00021517,6.0,42,1
 0,50000,12.2890625,256,True,38218,0.85403629,8.11e-06,474,0.09175793,True,0.45599426,0.02580659,0.00021517,6.0,42,2
-1,50000,193.50781,256,False,12558,0.98058601,0.06703113,1367,0.04056964,False,NaN,NaN,NaN,NaN,42,0
-1,50000,254.65625,256,False,12558,0.98058601,0.06703113,1367,0.04056964,False,NaN,NaN,NaN,NaN,42,1
-1,50000,135.89062,256,False,12558,0.98058601,0.06703113,1367,0.04056964,False,NaN,NaN,NaN,NaN,42,2
-2,50000,500.0,64,False,81380,0.87777557,0.04451314,1363,0.0252955,True,NaN,NaN,NaN,56.0,42,0
-2,50000,500.0,64,False,81380,0.87777557,0.04451314,1363,0.0252955,True,NaN,NaN,NaN,56.0,42,1
-2,50000,500.0,64,False,81380,0.87777557,0.04451314,1363,0.0252955,True,NaN,NaN,NaN,56.0,42,2
-3,50000,9.3828125,128,True,105119,0.54042666,0.08262581,186,0.10290652,False,0.67893322,0.23626452,0.00096608,NaN,42,0
-3,50000,39.765625,128,True,105119,0.54042666,0.08262581,186,0.10290652,False,0.67893322,0.23626452,0.00096608,NaN,42,1
-3,50000,41.21875,128,True,105119,0.54042666,0.08262581,186,0.10290652,False,0.67893322,0.23626452,0.00096608,NaN,42,2
-4,50000,500.0,128,False,3581,0.64196049,7.58e-06,1415,0.11409341,False,NaN,NaN,NaN,NaN,42,0
-4,50000,87.625,128,False,3581,0.64196049,7.58e-06,1415,0.11409341,False,NaN,NaN,NaN,NaN,42,1
-4,50000,374.17188,128,False,3581,0.64196049,7.58e-06,1415,0.11409341,False,NaN,NaN,NaN,NaN,42,2
-5,50000,189.40625,256,True,86338,0.8480149,5.02e-06,245,0.05198518,False,0.79783474,0.58249734,2.309e-05,NaN,42,0
-5,50000,111.75781,256,True,86338,0.8480149,5.02e-06,245,0.05198518,False,0.79783474,0.58249734,2.309e-05,NaN,42,1
-5,50000,215.76562,256,True,86338,0.8480149,5.02e-06,245,0.05198518,False,0.79783474,0.58249734,2.309e-05,NaN,42,2
+1,50000,193.50781,256,False,12558,0.98058601,0.06703113,1367,0.04056964,False,,,,,42,0
+1,50000,254.65625,256,False,12558,0.98058601,0.06703113,1367,0.04056964,False,,,,,42,1
+1,50000,135.89062,256,False,12558,0.98058601,0.06703113,1367,0.04056964,False,,,,,42,2
+2,50000,500.0,64,False,81380,0.87777557,0.04451314,1363,0.0252955,True,,,,56.0,42,0
+2,50000,500.0,64,False,81380,0.87777557,0.04451314,1363,0.0252955,True,,,,56.0,42,1
+2,50000,500.0,64,False,81380,0.87777557,0.04451314,1363,0.0252955,True,,,,56.0,42,2
+3,50000,9.3828125,128,True,105119,0.54042666,0.08262581,186,0.10290652,False,0.67893322,0.23626452,0.00096608,,42,0
+3,50000,39.765625,128,True,105119,0.54042666,0.08262581,186,0.10290652,False,0.67893322,0.23626452,0.00096608,,42,1
+3,50000,41.21875,128,True,105119,0.54042666,0.08262581,186,0.10290652,False,0.67893322,0.23626452,0.00096608,,42,2
+4,50000,500.0,128,False,3581,0.64196049,7.58e-06,1415,0.11409341,False,,,,,42,0
+4,50000,87.625,128,False,3581,0.64196049,7.58e-06,1415,0.11409341,False,,,,,42,1
+4,50000,374.17188,128,False,3581,0.64196049,7.58e-06,1415,0.11409341,False,,,,,42,2
+5,50000,189.40625,256,True,86338,0.8480149,5.02e-06,245,0.05198518,False,0.79783474,0.58249734,2.309e-05,,42,0
+5,50000,111.75781,256,True,86338,0.8480149,5.02e-06,245,0.05198518,False,0.79783474,0.58249734,2.309e-05,,42,1
+5,50000,215.76562,256,True,86338,0.8480149,5.02e-06,245,0.05198518,False,0.79783474,0.58249734,2.309e-05,,42,2
 6,50000,70.765625,64,True,106127,0.66147824,1.34e-06,1081,0.14320459,True,0.05723897,0.10088108,1.2e-07,23.0,42,0
 6,50000,350.89844,64,True,106127,0.66147824,1.34e-06,1081,0.14320459,True,0.05723897,0.10088108,1.2e-07,23.0,42,1
 6,50000,139.57812,64,True,106127,0.66147824,1.34e-06,1081,0.14320459,True,0.05723897,0.10088108,1.2e-07,23.0,42,2
-7,50000,500.0,256,False,5635,0.9721258,0.00073593,1440,0.02105482,False,NaN,NaN,NaN,NaN,42,0
-7,50000,500.0,256,False,5635,0.9721258,0.00073593,1440,0.02105482,False,NaN,NaN,NaN,NaN,42,1
-7,50000,500.0,256,False,5635,0.9721258,0.00073593,1440,0.02105482,False,NaN,NaN,NaN,NaN,42,2
+7,50000,500.0,256,False,5635,0.9721258,0.00073593,1440,0.02105482,False,,,,,42,0
+7,50000,500.0,256,False,5635,0.9721258,0.00073593,1440,0.02105482,False,,,,,42,1
+7,50000,500.0,256,False,5635,0.9721258,0.00073593,1440,0.02105482,False,,,,,42,2
 8,50000,9.4296875,64,True,111472,0.6600248,2.86e-06,1390,0.15072253,True,0.7396652,0.83859424,3.86e-06,8.0,42,0
 8,50000,9.40625,64,True,111472,0.6600248,2.86e-06,1390,0.15072253,True,0.7396652,0.83859424,3.86e-06,8.0,42,1
 8,50000,62.8125,64,True,111472,0.6600248,2.86e-06,1390,0.15072253,True,0.7396652,0.83859424,3.86e-06,8.0,42,2
-9,50000,71.875,64,True,26313,0.74631255,3.87e-06,1214,0.08783083,False,0.0830586,0.6987912,1.5e-07,NaN,42,0
-9,50000,99.1875,64,True,26313,0.74631255,3.87e-06,1214,0.08783083,False,0.0830586,0.6987912,1.5e-07,NaN,42,1
-9,50000,90.67969,64,True,26313,0.74631255,3.87e-06,1214,0.08783083,False,0.0830586,0.6987912,1.5e-07,NaN,42,2
-10,50000,59.328125,128,False,56308,0.56659256,0.03943508,1015,0.03093296,True,NaN,NaN,NaN,4.0,42,0
-10,50000,115.71875,128,False,56308,0.56659256,0.03943508,1015,0.03093296,True,NaN,NaN,NaN,4.0,42,1
-10,50000,22.71875,128,False,56308,0.56659256,0.03943508,1015,0.03093296,True,NaN,NaN,NaN,4.0,42,2
-11,50000,241.36719,256,False,38155,0.54420411,0.00838188,1329,0.10994182,True,NaN,NaN,NaN,4.0,42,0
-11,50000,500.0,256,False,38155,0.54420411,0.00838188,1329,0.10994182,True,NaN,NaN,NaN,4.0,42,1
-11,50000,109.46094,256,False,38155,0.54420411,0.00838188,1329,0.10994182,True,NaN,NaN,NaN,4.0,42,2
-12,50000,9.3203125,256,False,88529,0.54435127,0.00032892,1079,0.17379192,False,NaN,NaN,NaN,NaN,42,0
-12,50000,27.015625,256,False,88529,0.54435127,0.00032892,1079,0.17379192,False,NaN,NaN,NaN,NaN,42,1
-12,50000,58.554688,256,False,88529,0.54435127,0.00032892,1079,0.17379192,False,NaN,NaN,NaN,NaN,42,2
-13,50000,161.26562,128,False,83176,0.79342056,6.537e-05,1312,0.09807415,True,NaN,NaN,NaN,70.0,42,0
-13,50000,217.75781,128,False,83176,0.79342056,6.537e-05,1312,0.09807415,True,NaN,NaN,NaN,70.0,42,1
-13,50000,304.27344,128,False,83176,0.79342056,6.537e-05,1312,0.09807415,True,NaN,NaN,NaN,70.0,42,2
-14,50000,371.60938,64,False,21642,0.52591177,4.09e-05,1994,0.16629326,False,NaN,NaN,NaN,NaN,42,0
-14,50000,196.00781,64,False,21642,0.52591177,4.09e-05,1994,0.16629326,False,NaN,NaN,NaN,NaN,42,1
-14,50000,500.0,64,False,21642,0.52591177,4.09e-05,1994,0.16629326,False,NaN,NaN,NaN,NaN,42,2
-15,50000,44.46875,256,True,19405,0.55844902,0.00933525,1120,0.17547636,False,0.54446203,0.60245827,0.00068596,NaN,42,0
-15,50000,193.71094,256,True,19405,0.55844902,0.00933525,1120,0.17547636,False,0.54446203,0.60245827,0.00068596,NaN,42,1
-15,50000,287.25,256,True,19405,0.55844902,0.00933525,1120,0.17547636,False,0.54446203,0.60245827,0.00068596,NaN,42,2
-16,50000,500.0,64,False,28656,0.71206534,3.68e-06,1854,0.06770425,True,NaN,NaN,NaN,49.0,42,0
-16,50000,485.17188,64,False,28656,0.71206534,3.68e-06,1854,0.06770425,True,NaN,NaN,NaN,49.0,42,1
-16,50000,107.0625,64,False,28656,0.71206534,3.68e-06,1854,0.06770425,True,NaN,NaN,NaN,49.0,42,2
-17,50000,9.2734375,128,True,93398,0.6746935,0.0008655,1136,0.0675382,False,0.16459107,0.23876405,5.2e-07,NaN,42,0
-17,50000,53.664062,128,True,93398,0.6746935,0.0008655,1136,0.0675382,False,0.16459107,0.23876405,5.2e-07,NaN,42,1
-17,50000,72.484375,128,True,93398,0.6746935,0.0008655,1136,0.0675382,False,0.16459107,0.23876405,5.2e-07,NaN,42,2
-18,50000,137.69531,64,True,17056,0.59071772,5.118e-05,804,0.08778918,False,0.4763548,0.70185739,3.4e-07,NaN,42,0
-18,50000,500.0,64,True,17056,0.59071772,5.118e-05,804,0.08778918,False,0.4763548,0.70185739,3.4e-07,NaN,42,1
-18,50000,195.67969,64,True,17056,0.59071772,5.118e-05,804,0.08778918,False,0.4763548,0.70185739,3.4e-07,NaN,42,2
-19,50000,500.0,128,False,17749,0.93694504,0.03733015,1845,0.01458169,False,NaN,NaN,NaN,NaN,42,0
-19,50000,500.0,128,False,17749,0.93694504,0.03733015,1845,0.01458169,False,NaN,NaN,NaN,NaN,42,1
-19,50000,497.91406,128,False,17749,0.93694504,0.03733015,1845,0.01458169,False,NaN,NaN,NaN,NaN,42,2
-20,50000,9.4375,256,False,89953,0.95865679,0.00051228,709,0.18886781,True,NaN,NaN,NaN,3.0,42,0
-20,50000,9.484375,256,False,89953,0.95865679,0.00051228,709,0.18886781,True,NaN,NaN,NaN,3.0,42,1
-20,50000,81.94531,256,False,89953,0.95865679,0.00051228,709,0.18886781,True,NaN,NaN,NaN,3.0,42,2
-21,50000,31.226562,256,False,28369,0.61647974,0.00044125,957,0.09647648,True,NaN,NaN,NaN,43.0,42,0
-21,50000,9.8203125,256,False,28369,0.61647974,0.00044125,957,0.09647648,True,NaN,NaN,NaN,43.0,42,1
-21,50000,17.523438,256,False,28369,0.61647974,0.00044125,957,0.09647648,True,NaN,NaN,NaN,43.0,42,2
+9,50000,71.875,64,True,26313,0.74631255,3.87e-06,1214,0.08783083,False,0.0830586,0.6987912,1.5e-07,,42,0
+9,50000,99.1875,64,True,26313,0.74631255,3.87e-06,1214,0.08783083,False,0.0830586,0.6987912,1.5e-07,,42,1
+9,50000,90.67969,64,True,26313,0.74631255,3.87e-06,1214,0.08783083,False,0.0830586,0.6987912,1.5e-07,,42,2
+10,50000,59.328125,128,False,56308,0.56659256,0.03943508,1015,0.03093296,True,,,,4.0,42,0
+10,50000,115.71875,128,False,56308,0.56659256,0.03943508,1015,0.03093296,True,,,,4.0,42,1
+10,50000,22.71875,128,False,56308,0.56659256,0.03943508,1015,0.03093296,True,,,,4.0,42,2
+11,50000,241.36719,256,False,38155,0.54420411,0.00838188,1329,0.10994182,True,,,,4.0,42,0
+11,50000,500.0,256,False,38155,0.54420411,0.00838188,1329,0.10994182,True,,,,4.0,42,1
+11,50000,109.46094,256,False,38155,0.54420411,0.00838188,1329,0.10994182,True,,,,4.0,42,2
+12,50000,9.3203125,256,False,88529,0.54435127,0.00032892,1079,0.17379192,False,,,,,42,0
+12,50000,27.015625,256,False,88529,0.54435127,0.00032892,1079,0.17379192,False,,,,,42,1
+12,50000,58.554688,256,False,88529,0.54435127,0.00032892,1079,0.17379192,False,,,,,42,2
+13,50000,161.26562,128,False,83176,0.79342056,6.537e-05,1312,0.09807415,True,,,,70.0,42,0
+13,50000,217.75781,128,False,83176,0.79342056,6.537e-05,1312,0.09807415,True,,,,70.0,42,1
+13,50000,304.27344,128,False,83176,0.79342056,6.537e-05,1312,0.09807415,True,,,,70.0,42,2
+14,50000,371.60938,64,False,21642,0.52591177,4.09e-05,1994,0.16629326,False,,,,,42,0
+14,50000,196.00781,64,False,21642,0.52591177,4.09e-05,1994,0.16629326,False,,,,,42,1
+14,50000,500.0,64,False,21642,0.52591177,4.09e-05,1994,0.16629326,False,,,,,42,2
+15,50000,44.46875,256,True,19405,0.55844902,0.00933525,1120,0.17547636,False,0.54446203,0.60245827,0.00068596,,42,0
+15,50000,193.71094,256,True,19405,0.55844902,0.00933525,1120,0.17547636,False,0.54446203,0.60245827,0.00068596,,42,1
+15,50000,287.25,256,True,19405,0.55844902,0.00933525,1120,0.17547636,False,0.54446203,0.60245827,0.00068596,,42,2
+16,50000,500.0,64,False,28656,0.71206534,3.68e-06,1854,0.06770425,True,,,,49.0,42,0
+16,50000,485.17188,64,False,28656,0.71206534,3.68e-06,1854,0.06770425,True,,,,49.0,42,1
+16,50000,107.0625,64,False,28656,0.71206534,3.68e-06,1854,0.06770425,True,,,,49.0,42,2
+17,50000,9.2734375,128,True,93398,0.6746935,0.0008655,1136,0.0675382,False,0.16459107,0.23876405,5.2e-07,,42,0
+17,50000,53.664062,128,True,93398,0.6746935,0.0008655,1136,0.0675382,False,0.16459107,0.23876405,5.2e-07,,42,1
+17,50000,72.484375,128,True,93398,0.6746935,0.0008655,1136,0.0675382,False,0.16459107,0.23876405,5.2e-07,,42,2
+18,50000,137.69531,64,True,17056,0.59071772,5.118e-05,804,0.08778918,False,0.4763548,0.70185739,3.4e-07,,42,0
+18,50000,500.0,64,True,17056,0.59071772,5.118e-05,804,0.08778918,False,0.4763548,0.70185739,3.4e-07,,42,1
+18,50000,195.67969,64,True,17056,0.59071772,5.118e-05,804,0.08778918,False,0.4763548,0.70185739,3.4e-07,,42,2
+19,50000,500.0,128,False,17749,0.93694504,0.03733015,1845,0.01458169,False,,,,,42,0
+19,50000,500.0,128,False,17749,0.93694504,0.03733015,1845,0.01458169,False,,,,,42,1
+19,50000,497.91406,128,False,17749,0.93694504,0.03733015,1845,0.01458169,False,,,,,42,2
+20,50000,9.4375,256,False,89953,0.95865679,0.00051228,709,0.18886781,True,,,,3.0,42,0
+20,50000,9.484375,256,False,89953,0.95865679,0.00051228,709,0.18886781,True,,,,3.0,42,1
+20,50000,81.94531,256,False,89953,0.95865679,0.00051228,709,0.18886781,True,,,,3.0,42,2
+21,50000,31.226562,256,False,28369,0.61647974,0.00044125,957,0.09647648,True,,,,43.0,42,0
+21,50000,9.8203125,256,False,28369,0.61647974,0.00044125,957,0.09647648,True,,,,43.0,42,1
+21,50000,17.523438,256,False,28369,0.61647974,0.00044125,957,0.09647648,True,,,,43.0,42,2
 22,50000,268.8672,128,True,58003,0.91532126,0.06114364,1544,0.05278644,True,0.54160468,0.27294404,0.00017301,79.0,42,0
 22,50000,216.88281,128,True,58003,0.91532126,0.06114364,1544,0.05278644,True,0.54160468,0.27294404,0.00017301,79.0,42,1
 22,50000,161.5,128,True,58003,0.91532126,0.06114364,1544,0.05278644,True,0.54160468,0.27294404,0.00017301,79.0,42,2
-23,50000,153.4375,128,False,10540,0.91234048,0.02472578,1704,0.12410366,True,NaN,NaN,NaN,70.0,42,0
-23,50000,344.75,128,False,10540,0.91234048,0.02472578,1704,0.12410366,True,NaN,NaN,NaN,70.0,42,1
-23,50000,50.914062,128,False,10540,0.91234048,0.02472578,1704,0.12410366,True,NaN,NaN,NaN,70.0,42,2
-24,50000,90.90625,64,True,84831,0.85408604,1.69e-06,1250,0.16448108,False,0.43191949,0.22856192,0.000636,NaN,42,0
-24,50000,500.0,64,True,84831,0.85408604,1.69e-06,1250,0.16448108,False,0.43191949,0.22856192,0.000636,NaN,42,1
-24,50000,368.60156,64,True,84831,0.85408604,1.69e-06,1250,0.16448108,False,0.43191949,0.22856192,0.000636,NaN,42,2
-25,50000,500.0,64,False,49314,0.68426317,0.02203514,348,0.18424872,True,NaN,NaN,NaN,89.0,42,0
-25,50000,115.72656,64,False,49314,0.68426317,0.02203514,348,0.18424872,True,NaN,NaN,NaN,89.0,42,1
-25,50000,476.23438,64,False,49314,0.68426317,0.02203514,348,0.18424872,True,NaN,NaN,NaN,89.0,42,2
-26,50000,308.5,128,False,96341,0.88790237,2.59e-06,89,0.13440671,True,NaN,NaN,NaN,12.0,42,0
-26,50000,341.6953,128,False,96341,0.88790237,2.59e-06,89,0.13440671,True,NaN,NaN,NaN,12.0,42,1
-26,50000,262.51562,128,False,96341,0.88790237,2.59e-06,89,0.13440671,True,NaN,NaN,NaN,12.0,42,2
-27,50000,144.08594,64,False,111222,0.58083627,0.00029267,1230,0.14570664,False,NaN,NaN,NaN,NaN,42,0
-27,50000,177.5,64,False,111222,0.58083627,0.00029267,1230,0.14570664,False,NaN,NaN,NaN,NaN,42,1
-27,50000,163.09375,64,False,111222,0.58083627,0.00029267,1230,0.14570664,False,NaN,NaN,NaN,NaN,42,2
-28,50000,162.17188,128,True,36157,0.7964592,3.637e-05,459,0.09030674,False,0.17594302,0.84572874,2.8e-07,NaN,42,0
-28,50000,234.35938,128,True,36157,0.7964592,3.637e-05,459,0.09030674,False,0.17594302,0.84572874,2.8e-07,NaN,42,1
-28,50000,396.5,128,True,36157,0.7964592,3.637e-05,459,0.09030674,False,0.17594302,0.84572874,2.8e-07,NaN,42,2
-29,50000,95.1875,64,False,2263,0.81955997,0.00215934,891,0.14643507,True,NaN,NaN,NaN,64.0,42,0
-29,50000,139.72656,64,False,2263,0.81955997,0.00215934,891,0.14643507,True,NaN,NaN,NaN,64.0,42,1
-29,50000,110.65625,64,False,2263,0.81955997,0.00215934,891,0.14643507,True,NaN,NaN,NaN,64.0,42,2
-30,50000,95.484375,64,True,115068,0.71908617,7.557e-05,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,NaN,42,0
-30,50000,85.60156,64,True,115068,0.71908617,7.557e-05,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,NaN,42,1
-30,50000,102.60156,64,True,115068,0.71908617,7.557e-05,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,NaN,42,2
+23,50000,153.4375,128,False,10540,0.91234048,0.02472578,1704,0.12410366,True,,,,70.0,42,0
+23,50000,344.75,128,False,10540,0.91234048,0.02472578,1704,0.12410366,True,,,,70.0,42,1
+23,50000,50.914062,128,False,10540,0.91234048,0.02472578,1704,0.12410366,True,,,,70.0,42,2
+24,50000,90.90625,64,True,84831,0.85408604,1.69e-06,1250,0.16448108,False,0.43191949,0.22856192,0.000636,,42,0
+24,50000,500.0,64,True,84831,0.85408604,1.69e-06,1250,0.16448108,False,0.43191949,0.22856192,0.000636,,42,1
+24,50000,368.60156,64,True,84831,0.85408604,1.69e-06,1250,0.16448108,False,0.43191949,0.22856192,0.000636,,42,2
+25,50000,500.0,64,False,49314,0.68426317,0.02203514,348,0.18424872,True,,,,89.0,42,0
+25,50000,115.72656,64,False,49314,0.68426317,0.02203514,348,0.18424872,True,,,,89.0,42,1
+25,50000,476.23438,64,False,49314,0.68426317,0.02203514,348,0.18424872,True,,,,89.0,42,2
+26,50000,308.5,128,False,96341,0.88790237,2.59e-06,89,0.13440671,True,,,,12.0,42,0
+26,50000,341.6953,128,False,96341,0.88790237,2.59e-06,89,0.13440671,True,,,,12.0,42,1
+26,50000,262.51562,128,False,96341,0.88790237,2.59e-06,89,0.13440671,True,,,,12.0,42,2
+27,50000,144.08594,64,False,111222,0.58083627,0.00029267,1230,0.14570664,False,,,,,42,0
+27,50000,177.5,64,False,111222,0.58083627,0.00029267,1230,0.14570664,False,,,,,42,1
+27,50000,163.09375,64,False,111222,0.58083627,0.00029267,1230,0.14570664,False,,,,,42,2
+28,50000,162.17188,128,True,36157,0.7964592,3.637e-05,459,0.09030674,False,0.17594302,0.84572874,2.8e-07,,42,0
+28,50000,234.35938,128,True,36157,0.7964592,3.637e-05,459,0.09030674,False,0.17594302,0.84572874,2.8e-07,,42,1
+28,50000,396.5,128,True,36157,0.7964592,3.637e-05,459,0.09030674,False,0.17594302,0.84572874,2.8e-07,,42,2
+29,50000,95.1875,64,False,2263,0.81955997,0.00215934,891,0.14643507,True,,,,64.0,42,0
+29,50000,139.72656,64,False,2263,0.81955997,0.00215934,891,0.14643507,True,,,,64.0,42,1
+29,50000,110.65625,64,False,2263,0.81955997,0.00215934,891,0.14643507,True,,,,64.0,42,2
+30,50000,95.484375,64,True,115068,0.71908617,7.557e-05,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,,42,0
+30,50000,85.60156,64,True,115068,0.71908617,7.557e-05,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,,42,1
+30,50000,102.60156,64,True,115068,0.71908617,7.557e-05,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,,42,2
 31,50000,102.53125,64,True,7036,0.83504802,0.00387417,1286,0.08548096,True,0.82099697,0.41691819,0.00013247,18.0,42,0
 31,50000,89.375,64,True,7036,0.83504802,0.00387417,1286,0.08548096,True,0.82099697,0.41691819,0.00013247,18.0,42,1
 31,50000,78.921875,64,True,7036,0.83504802,0.00387417,1286,0.08548096,True,0.82099697,0.41691819,0.00013247,18.0,42,2
-0,50000,370.26562,256,False,50753,0.81369584,0.00123445,799,0.05204242,True,NaN,NaN,NaN,6.0,45,0
-0,50000,267.9453,256,False,50753,0.81369584,0.00123445,799,0.05204242,True,NaN,NaN,NaN,6.0,45,1
-0,50000,218.44531,256,False,50753,0.81369584,0.00123445,799,0.05204242,True,NaN,NaN,NaN,6.0,45,2
-1,50000,85.09375,64,False,18121,0.53208615,0.00416929,795,0.1784582,False,NaN,NaN,NaN,NaN,45,0
-1,50000,94.21875,64,False,18121,0.53208615,0.00416929,795,0.1784582,False,NaN,NaN,NaN,NaN,45,1
-1,50000,32.929688,64,False,18121,0.53208615,0.00416929,795,0.1784582,False,NaN,NaN,NaN,NaN,45,2
-2,50000,89.53125,256,True,49390,0.91745969,0.04144003,961,0.10562351,False,0.60856868,0.32421445,0.0001006,NaN,45,0
-2,50000,122.86719,256,True,49390,0.91745969,0.04144003,961,0.10562351,False,0.60856868,0.32421445,0.0001006,NaN,45,1
-2,50000,31.265625,256,True,49390,0.91745969,0.04144003,961,0.10562351,False,0.60856868,0.32421445,0.0001006,NaN,45,2
-3,50000,106.625,64,True,111538,0.59136543,2.401e-05,786,0.10262962,False,0.105162,0.29022855,9.3e-07,NaN,45,0
-3,50000,500.0,64,True,111538,0.59136543,2.401e-05,786,0.10262962,False,0.105162,0.29022855,9.3e-07,NaN,45,1
-3,50000,500.0,64,True,111538,0.59136543,2.401e-05,786,0.10262962,False,0.105162,0.29022855,9.3e-07,NaN,45,2
-4,50000,89.78906,64,True,90330,0.70212376,1.32e-06,1269,0.17782345,False,0.95534713,0.03258104,8.072e-05,NaN,45,0
-4,50000,58.039062,64,True,90330,0.70212376,1.32e-06,1269,0.17782345,False,0.95534713,0.03258104,8.072e-05,NaN,45,1
-4,50000,89.703125,64,True,90330,0.70212376,1.32e-06,1269,0.17782345,False,0.95534713,0.03258104,8.072e-05,NaN,45,2
-5,50000,174.17188,256,False,13107,0.66019472,0.07115015,1940,0.19283357,False,NaN,NaN,NaN,NaN,45,0
-5,50000,500.0,256,False,13107,0.66019472,0.07115015,1940,0.19283357,False,NaN,NaN,NaN,NaN,45,1
-5,50000,500.0,256,False,13107,0.66019472,0.07115015,1940,0.19283357,False,NaN,NaN,NaN,NaN,45,2
+0,50000,370.26562,256,False,50753,0.81369584,0.00123445,799,0.05204242,True,,,,6.0,45,0
+0,50000,267.9453,256,False,50753,0.81369584,0.00123445,799,0.05204242,True,,,,6.0,45,1
+0,50000,218.44531,256,False,50753,0.81369584,0.00123445,799,0.05204242,True,,,,6.0,45,2
+1,50000,85.09375,64,False,18121,0.53208615,0.00416929,795,0.1784582,False,,,,,45,0
+1,50000,94.21875,64,False,18121,0.53208615,0.00416929,795,0.1784582,False,,,,,45,1
+1,50000,32.929688,64,False,18121,0.53208615,0.00416929,795,0.1784582,False,,,,,45,2
+2,50000,89.53125,256,True,49390,0.91745969,0.04144003,961,0.10562351,False,0.60856868,0.32421445,0.0001006,,45,0
+2,50000,122.86719,256,True,49390,0.91745969,0.04144003,961,0.10562351,False,0.60856868,0.32421445,0.0001006,,45,1
+2,50000,31.265625,256,True,49390,0.91745969,0.04144003,961,0.10562351,False,0.60856868,0.32421445,0.0001006,,45,2
+3,50000,106.625,64,True,111538,0.59136543,2.401e-05,786,0.10262962,False,0.105162,0.29022855,9.3e-07,,45,0
+3,50000,500.0,64,True,111538,0.59136543,2.401e-05,786,0.10262962,False,0.105162,0.29022855,9.3e-07,,45,1
+3,50000,500.0,64,True,111538,0.59136543,2.401e-05,786,0.10262962,False,0.105162,0.29022855,9.3e-07,,45,2
+4,50000,89.78906,64,True,90330,0.70212376,1.32e-06,1269,0.17782345,False,0.95534713,0.03258104,8.072e-05,,45,0
+4,50000,58.039062,64,True,90330,0.70212376,1.32e-06,1269,0.17782345,False,0.95534713,0.03258104,8.072e-05,,45,1
+4,50000,89.703125,64,True,90330,0.70212376,1.32e-06,1269,0.17782345,False,0.95534713,0.03258104,8.072e-05,,45,2
+5,50000,174.17188,256,False,13107,0.66019472,0.07115015,1940,0.19283357,False,,,,,45,0
+5,50000,500.0,256,False,13107,0.66019472,0.07115015,1940,0.19283357,False,,,,,45,1
+5,50000,500.0,256,False,13107,0.66019472,0.07115015,1940,0.19283357,False,,,,,45,2
 6,50000,89.3125,256,True,1505,0.60131793,0.03721202,584,0.1581272,True,0.5690802,0.92185756,0.00040696,66.0,45,0
 6,50000,33.03125,256,True,1505,0.60131793,0.03721202,584,0.1581272,True,0.5690802,0.92185756,0.00040696,66.0,45,1
 6,50000,96.046875,256,True,1505,0.60131793,0.03721202,584,0.1581272,True,0.5690802,0.92185756,0.00040696,66.0,45,2
-7,50000,37.78125,64,True,108594,0.70984767,1.16e-05,1627,0.06122262,False,0.77067545,0.08656943,0.00016607,NaN,45,0
-7,50000,139.32812,64,True,108594,0.70984767,1.16e-05,1627,0.06122262,False,0.77067545,0.08656943,0.00016607,NaN,45,1
-7,50000,231.14844,64,True,108594,0.70984767,1.16e-05,1627,0.06122262,False,0.77067545,0.08656943,0.00016607,NaN,45,2
-8,50000,479.64844,256,False,73493,0.55257056,0.02670747,925,0.11762065,False,NaN,NaN,NaN,NaN,45,0
-8,50000,296.0625,256,False,73493,0.55257056,0.02670747,925,0.11762065,False,NaN,NaN,NaN,NaN,45,1
-8,50000,500.0,256,False,73493,0.55257056,0.02670747,925,0.11762065,False,NaN,NaN,NaN,NaN,45,2
-9,50000,9.4765625,256,False,12836,0.82938002,0.00075198,201,0.16453362,True,NaN,NaN,NaN,25.0,45,0
-9,50000,9.4765625,256,False,12836,0.82938002,0.00075198,201,0.16453362,True,NaN,NaN,NaN,25.0,45,1
-9,50000,74.953125,256,False,12836,0.82938002,0.00075198,201,0.16453362,True,NaN,NaN,NaN,25.0,45,2
-10,50000,500.0,256,False,83658,0.66972598,1.58e-06,164,0.10466838,False,NaN,NaN,NaN,NaN,45,0
-10,50000,500.0,256,False,83658,0.66972598,1.58e-06,164,0.10466838,False,NaN,NaN,NaN,NaN,45,1
-10,50000,500.0,256,False,83658,0.66972598,1.58e-06,164,0.10466838,False,NaN,NaN,NaN,NaN,45,2
-11,50000,146.6875,64,False,75788,0.71456175,0.01856843,1602,0.1838193,False,NaN,NaN,NaN,NaN,45,0
-11,50000,363.17188,64,False,75788,0.71456175,0.01856843,1602,0.1838193,False,NaN,NaN,NaN,NaN,45,1
-11,50000,215.08594,64,False,75788,0.71456175,0.01856843,1602,0.1838193,False,NaN,NaN,NaN,NaN,45,2
-12,50000,9.4296875,128,True,66785,0.88947274,0.02179043,298,0.08449798,False,0.74620082,0.37270377,3.7e-07,NaN,45,0
-12,50000,14.0078125,128,True,66785,0.88947274,0.02179043,298,0.08449798,False,0.74620082,0.37270377,3.7e-07,NaN,45,1
-12,50000,10.53125,128,True,66785,0.88947274,0.02179043,298,0.08449798,False,0.74620082,0.37270377,3.7e-07,NaN,45,2
+7,50000,37.78125,64,True,108594,0.70984767,1.16e-05,1627,0.06122262,False,0.77067545,0.08656943,0.00016607,,45,0
+7,50000,139.32812,64,True,108594,0.70984767,1.16e-05,1627,0.06122262,False,0.77067545,0.08656943,0.00016607,,45,1
+7,50000,231.14844,64,True,108594,0.70984767,1.16e-05,1627,0.06122262,False,0.77067545,0.08656943,0.00016607,,45,2
+8,50000,479.64844,256,False,73493,0.55257056,0.02670747,925,0.11762065,False,,,,,45,0
+8,50000,296.0625,256,False,73493,0.55257056,0.02670747,925,0.11762065,False,,,,,45,1
+8,50000,500.0,256,False,73493,0.55257056,0.02670747,925,0.11762065,False,,,,,45,2
+9,50000,9.4765625,256,False,12836,0.82938002,0.00075198,201,0.16453362,True,,,,25.0,45,0
+9,50000,9.4765625,256,False,12836,0.82938002,0.00075198,201,0.16453362,True,,,,25.0,45,1
+9,50000,74.953125,256,False,12836,0.82938002,0.00075198,201,0.16453362,True,,,,25.0,45,2
+10,50000,500.0,256,False,83658,0.66972598,1.58e-06,164,0.10466838,False,,,,,45,0
+10,50000,500.0,256,False,83658,0.66972598,1.58e-06,164,0.10466838,False,,,,,45,1
+10,50000,500.0,256,False,83658,0.66972598,1.58e-06,164,0.10466838,False,,,,,45,2
+11,50000,146.6875,64,False,75788,0.71456175,0.01856843,1602,0.1838193,False,,,,,45,0
+11,50000,363.17188,64,False,75788,0.71456175,0.01856843,1602,0.1838193,False,,,,,45,1
+11,50000,215.08594,64,False,75788,0.71456175,0.01856843,1602,0.1838193,False,,,,,45,2
+12,50000,9.4296875,128,True,66785,0.88947274,0.02179043,298,0.08449798,False,0.74620082,0.37270377,3.7e-07,,45,0
+12,50000,14.0078125,128,True,66785,0.88947274,0.02179043,298,0.08449798,False,0.74620082,0.37270377,3.7e-07,,45,1
+12,50000,10.53125,128,True,66785,0.88947274,0.02179043,298,0.08449798,False,0.74620082,0.37270377,3.7e-07,,45,2
 13,50000,99.703125,64,True,62540,0.8582968,0.00280658,1874,0.12786184,True,0.07918889,0.2507086,5.138e-05,54.0,45,0
 13,50000,201.125,64,True,62540,0.8582968,0.00280658,1874,0.12786184,True,0.07918889,0.2507086,5.138e-05,54.0,45,1
 13,50000,83.21875,64,True,62540,0.8582968,0.00280658,1874,0.12786184,True,0.07918889,0.2507086,5.138e-05,54.0,45,2
-14,50000,180.32031,128,False,105908,0.66865818,0.00012868,485,0.10774109,True,NaN,NaN,NaN,21.0,45,0
-14,50000,139.61719,128,False,105908,0.66865818,0.00012868,485,0.10774109,True,NaN,NaN,NaN,21.0,45,1
-14,50000,168.25,128,False,105908,0.66865818,0.00012868,485,0.10774109,True,NaN,NaN,NaN,21.0,45,2
-15,50000,88.671875,256,False,93984,0.76901136,8.48e-05,1049,0.07237102,False,NaN,NaN,NaN,NaN,45,0
-15,50000,107.57031,256,False,93984,0.76901136,8.48e-05,1049,0.07237102,False,NaN,NaN,NaN,NaN,45,1
-15,50000,114.66406,256,False,93984,0.76901136,8.48e-05,1049,0.07237102,False,NaN,NaN,NaN,NaN,45,2
-16,50000,178.89062,128,False,54598,0.88923957,0.00158419,1351,0.05464685,True,NaN,NaN,NaN,99.0,45,0
-16,50000,269.7578,128,False,54598,0.88923957,0.00158419,1351,0.05464685,True,NaN,NaN,NaN,99.0,45,1
-16,50000,178.82031,128,False,54598,0.88923957,0.00158419,1351,0.05464685,True,NaN,NaN,NaN,99.0,45,2
+14,50000,180.32031,128,False,105908,0.66865818,0.00012868,485,0.10774109,True,,,,21.0,45,0
+14,50000,139.61719,128,False,105908,0.66865818,0.00012868,485,0.10774109,True,,,,21.0,45,1
+14,50000,168.25,128,False,105908,0.66865818,0.00012868,485,0.10774109,True,,,,21.0,45,2
+15,50000,88.671875,256,False,93984,0.76901136,8.48e-05,1049,0.07237102,False,,,,,45,0
+15,50000,107.57031,256,False,93984,0.76901136,8.48e-05,1049,0.07237102,False,,,,,45,1
+15,50000,114.66406,256,False,93984,0.76901136,8.48e-05,1049,0.07237102,False,,,,,45,2
+16,50000,178.89062,128,False,54598,0.88923957,0.00158419,1351,0.05464685,True,,,,99.0,45,0
+16,50000,269.7578,128,False,54598,0.88923957,0.00158419,1351,0.05464685,True,,,,99.0,45,1
+16,50000,178.82031,128,False,54598,0.88923957,0.00158419,1351,0.05464685,True,,,,99.0,45,2
 17,50000,472.97656,128,True,30687,0.69511273,1.286e-05,1302,0.17513806,True,0.17056741,0.03419292,0.00088053,43.0,45,0
 17,50000,186.65625,128,True,30687,0.69511273,1.286e-05,1302,0.17513806,True,0.17056741,0.03419292,0.00088053,43.0,45,1
 17,50000,492.3047,128,True,30687,0.69511273,1.286e-05,1302,0.17513806,True,0.17056741,0.03419292,0.00088053,43.0,45,2
-18,50000,169.14844,256,False,67304,0.89938768,0.04269705,687,0.06812028,False,NaN,NaN,NaN,NaN,45,0
-18,50000,279.6797,256,False,67304,0.89938768,0.04269705,687,0.06812028,False,NaN,NaN,NaN,NaN,45,1
-18,50000,154.92188,256,False,67304,0.89938768,0.04269705,687,0.06812028,False,NaN,NaN,NaN,NaN,45,2
-19,50000,184.84375,256,False,103375,0.6751659,0.00120205,1498,0.04121208,False,NaN,NaN,NaN,NaN,45,0
-19,50000,221.66406,256,False,103375,0.6751659,0.00120205,1498,0.04121208,False,NaN,NaN,NaN,NaN,45,1
-19,50000,107.515625,256,False,103375,0.6751659,0.00120205,1498,0.04121208,False,NaN,NaN,NaN,NaN,45,2
+18,50000,169.14844,256,False,67304,0.89938768,0.04269705,687,0.06812028,False,,,,,45,0
+18,50000,279.6797,256,False,67304,0.89938768,0.04269705,687,0.06812028,False,,,,,45,1
+18,50000,154.92188,256,False,67304,0.89938768,0.04269705,687,0.06812028,False,,,,,45,2
+19,50000,184.84375,256,False,103375,0.6751659,0.00120205,1498,0.04121208,False,,,,,45,0
+19,50000,221.66406,256,False,103375,0.6751659,0.00120205,1498,0.04121208,False,,,,,45,1
+19,50000,107.515625,256,False,103375,0.6751659,0.00120205,1498,0.04121208,False,,,,,45,2
 20,50000,498.48438,256,True,56935,0.77726575,0.00010302,1351,0.15325255,True,0.92841774,0.41154534,3.39e-06,47.0,45,0
 20,50000,112.66406,256,True,56935,0.77726575,0.00010302,1351,0.15325255,True,0.92841774,0.41154534,3.39e-06,47.0,45,1
 20,50000,108.625,256,True,56935,0.77726575,0.00010302,1351,0.15325255,True,0.92841774,0.41154534,3.39e-06,47.0,45,2
-21,50000,500.0,64,False,52533,0.76733946,4.69e-06,648,0.11463529,True,NaN,NaN,NaN,32.0,45,0
-21,50000,500.0,64,False,52533,0.76733946,4.69e-06,648,0.11463529,True,NaN,NaN,NaN,32.0,45,1
-21,50000,500.0,64,False,52533,0.76733946,4.69e-06,648,0.11463529,True,NaN,NaN,NaN,32.0,45,2
-22,50000,473.15625,128,False,81705,0.85100857,8.845e-05,1602,0.13141842,True,NaN,NaN,NaN,72.0,45,0
-22,50000,195.25781,128,False,81705,0.85100857,8.845e-05,1602,0.13141842,True,NaN,NaN,NaN,72.0,45,1
-22,50000,494.625,128,False,81705,0.85100857,8.845e-05,1602,0.13141842,True,NaN,NaN,NaN,72.0,45,2
-23,50000,187.41406,64,True,75064,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,NaN,45,0
-23,50000,129.35156,64,True,75064,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,NaN,45,1
-23,50000,58.0,64,True,75064,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,NaN,45,2
-24,50000,201.26562,64,False,84477,0.83831513,1.72e-06,514,0.08422269,False,NaN,NaN,NaN,NaN,45,0
-24,50000,287.8125,64,False,84477,0.83831513,1.72e-06,514,0.08422269,False,NaN,NaN,NaN,NaN,45,1
-24,50000,215.91406,64,False,84477,0.83831513,1.72e-06,514,0.08422269,False,NaN,NaN,NaN,NaN,45,2
-25,50000,9.296875,128,True,98943,0.87174089,3.396e-05,1345,0.00562288,False,0.1032561,0.25282532,9.665e-05,NaN,45,0
-25,50000,9.3828125,128,True,98943,0.87174089,3.396e-05,1345,0.00562288,False,0.1032561,0.25282532,9.665e-05,NaN,45,1
-25,50000,47.976562,128,True,98943,0.87174089,3.396e-05,1345,0.00562288,False,0.1032561,0.25282532,9.665e-05,NaN,45,2
-26,50000,136.72656,64,False,32112,0.83276815,0.00129712,266,0.05301261,True,NaN,NaN,NaN,60.0,45,0
-26,50000,171.74219,64,False,32112,0.83276815,0.00129712,266,0.05301261,True,NaN,NaN,NaN,60.0,45,1
-26,50000,133.3125,64,False,32112,0.83276815,0.00129712,266,0.05301261,True,NaN,NaN,NaN,60.0,45,2
-27,50000,48.828125,128,False,102945,0.74686325,1.244e-05,1999,0.06651223,False,NaN,NaN,NaN,NaN,45,0
-27,50000,234.84375,128,False,102945,0.74686325,1.244e-05,1999,0.06651223,False,NaN,NaN,NaN,NaN,45,1
-27,50000,216.32812,128,False,102945,0.74686325,1.244e-05,1999,0.06651223,False,NaN,NaN,NaN,NaN,45,2
-28,50000,500.0,256,True,32575,0.55040183,7.76e-06,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,NaN,45,0
-28,50000,99.10156,256,True,32575,0.55040183,7.76e-06,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,NaN,45,1
-28,50000,500.0,256,True,32575,0.55040183,7.76e-06,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,NaN,45,2
-29,50000,500.0,64,False,1431,0.55149884,0.00936881,792,0.02581137,False,NaN,NaN,NaN,NaN,45,0
-29,50000,231.13281,64,False,1431,0.55149884,0.00936881,792,0.02581137,False,NaN,NaN,NaN,NaN,45,1
-29,50000,466.35938,64,False,1431,0.55149884,0.00936881,792,0.02581137,False,NaN,NaN,NaN,NaN,45,2
-30,50000,90.35156,64,False,37959,0.89677549,3.2e-06,224,0.06448721,False,NaN,NaN,NaN,NaN,45,0
-30,50000,61.015625,64,False,37959,0.89677549,3.2e-06,224,0.06448721,False,NaN,NaN,NaN,NaN,45,1
-30,50000,106.34375,64,False,37959,0.89677549,3.2e-06,224,0.06448721,False,NaN,NaN,NaN,NaN,45,2
-31,50000,68.109375,128,False,13446,0.84244273,0.00155599,963,0.11811727,True,NaN,NaN,NaN,82.0,45,0
-31,50000,48.4375,128,False,13446,0.84244273,0.00155599,963,0.11811727,True,NaN,NaN,NaN,82.0,45,1
-31,50000,38.726562,128,False,13446,0.84244273,0.00155599,963,0.11811727,True,NaN,NaN,NaN,82.0,45,2
-0,50000,172.17969,64,False,103735,0.60405949,7.71e-06,477,0.13330537,True,NaN,NaN,NaN,82.0,44,0
-0,50000,301.6875,64,False,103735,0.60405949,7.71e-06,477,0.13330537,True,NaN,NaN,NaN,82.0,44,1
-0,50000,142.85938,64,False,103735,0.60405949,7.71e-06,477,0.13330537,True,NaN,NaN,NaN,82.0,44,2
+21,50000,500.0,64,False,52533,0.76733946,4.69e-06,648,0.11463529,True,,,,32.0,45,0
+21,50000,500.0,64,False,52533,0.76733946,4.69e-06,648,0.11463529,True,,,,32.0,45,1
+21,50000,500.0,64,False,52533,0.76733946,4.69e-06,648,0.11463529,True,,,,32.0,45,2
+22,50000,473.15625,128,False,81705,0.85100857,8.845e-05,1602,0.13141842,True,,,,72.0,45,0
+22,50000,195.25781,128,False,81705,0.85100857,8.845e-05,1602,0.13141842,True,,,,72.0,45,1
+22,50000,494.625,128,False,81705,0.85100857,8.845e-05,1602,0.13141842,True,,,,72.0,45,2
+23,50000,187.41406,64,True,75064,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,,45,0
+23,50000,129.35156,64,True,75064,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,,45,1
+23,50000,58.0,64,True,75064,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,,45,2
+24,50000,201.26562,64,False,84477,0.83831513,1.72e-06,514,0.08422269,False,,,,,45,0
+24,50000,287.8125,64,False,84477,0.83831513,1.72e-06,514,0.08422269,False,,,,,45,1
+24,50000,215.91406,64,False,84477,0.83831513,1.72e-06,514,0.08422269,False,,,,,45,2
+25,50000,9.296875,128,True,98943,0.87174089,3.396e-05,1345,0.00562288,False,0.1032561,0.25282532,9.665e-05,,45,0
+25,50000,9.3828125,128,True,98943,0.87174089,3.396e-05,1345,0.00562288,False,0.1032561,0.25282532,9.665e-05,,45,1
+25,50000,47.976562,128,True,98943,0.87174089,3.396e-05,1345,0.00562288,False,0.1032561,0.25282532,9.665e-05,,45,2
+26,50000,136.72656,64,False,32112,0.83276815,0.00129712,266,0.05301261,True,,,,60.0,45,0
+26,50000,171.74219,64,False,32112,0.83276815,0.00129712,266,0.05301261,True,,,,60.0,45,1
+26,50000,133.3125,64,False,32112,0.83276815,0.00129712,266,0.05301261,True,,,,60.0,45,2
+27,50000,48.828125,128,False,102945,0.74686325,1.244e-05,1999,0.06651223,False,,,,,45,0
+27,50000,234.84375,128,False,102945,0.74686325,1.244e-05,1999,0.06651223,False,,,,,45,1
+27,50000,216.32812,128,False,102945,0.74686325,1.244e-05,1999,0.06651223,False,,,,,45,2
+28,50000,500.0,256,True,32575,0.55040183,7.76e-06,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,,45,0
+28,50000,99.10156,256,True,32575,0.55040183,7.76e-06,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,,45,1
+28,50000,500.0,256,True,32575,0.55040183,7.76e-06,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,,45,2
+29,50000,500.0,64,False,1431,0.55149884,0.00936881,792,0.02581137,False,,,,,45,0
+29,50000,231.13281,64,False,1431,0.55149884,0.00936881,792,0.02581137,False,,,,,45,1
+29,50000,466.35938,64,False,1431,0.55149884,0.00936881,792,0.02581137,False,,,,,45,2
+30,50000,90.35156,64,False,37959,0.89677549,3.2e-06,224,0.06448721,False,,,,,45,0
+30,50000,61.015625,64,False,37959,0.89677549,3.2e-06,224,0.06448721,False,,,,,45,1
+30,50000,106.34375,64,False,37959,0.89677549,3.2e-06,224,0.06448721,False,,,,,45,2
+31,50000,68.109375,128,False,13446,0.84244273,0.00155599,963,0.11811727,True,,,,82.0,45,0
+31,50000,48.4375,128,False,13446,0.84244273,0.00155599,963,0.11811727,True,,,,82.0,45,1
+31,50000,38.726562,128,False,13446,0.84244273,0.00155599,963,0.11811727,True,,,,82.0,45,2
+0,50000,172.17969,64,False,103735,0.60405949,7.71e-06,477,0.13330537,True,,,,82.0,44,0
+0,50000,301.6875,64,False,103735,0.60405949,7.71e-06,477,0.13330537,True,,,,82.0,44,1
+0,50000,142.85938,64,False,103735,0.60405949,7.71e-06,477,0.13330537,True,,,,82.0,44,2
 1,50000,78.15625,256,True,93026,0.56617915,0.00069243,409,0.00849838,True,0.01195996,0.08682513,2.654e-05,54.0,44,0
 1,50000,87.765625,256,True,93026,0.56617915,0.00069243,409,0.00849838,True,0.01195996,0.08682513,2.654e-05,54.0,44,1
 1,50000,69.10156,256,True,93026,0.56617915,0.00069243,409,0.00849838,True,0.01195996,0.08682513,2.654e-05,54.0,44,2
 2,50000,164.25781,256,True,36607,0.52440828,1.093e-05,1286,0.0039832,True,0.36890697,0.2754745,0.00032449,54.0,44,0
 2,50000,184.57812,256,True,36607,0.52440828,1.093e-05,1286,0.0039832,True,0.36890697,0.2754745,0.00032449,54.0,44,1
 2,50000,175.91406,256,True,36607,0.52440828,1.093e-05,1286,0.0039832,True,0.36890697,0.2754745,0.00032449,54.0,44,2
-3,50000,500.0,64,False,30231,0.76417997,0.00024072,89,0.00727552,True,NaN,NaN,NaN,78.0,44,0
-3,50000,500.0,64,False,30231,0.76417997,0.00024072,89,0.00727552,True,NaN,NaN,NaN,78.0,44,1
-3,50000,58.703125,64,False,30231,0.76417997,0.00024072,89,0.00727552,True,NaN,NaN,NaN,78.0,44,2
-4,50000,9.46875,128,False,7840,0.97690476,1.627e-05,1892,0.09696228,False,NaN,NaN,NaN,NaN,44,0
-4,50000,14.734375,128,False,7840,0.97690476,1.627e-05,1892,0.09696228,False,NaN,NaN,NaN,NaN,44,1
-4,50000,24.835938,128,False,7840,0.97690476,1.627e-05,1892,0.09696228,False,NaN,NaN,NaN,NaN,44,2
-5,50000,9.2734375,64,True,61586,0.72927748,2.739e-05,289,0.02501442,False,0.2255697,0.19484339,3.871e-05,NaN,44,0
-5,50000,9.3828125,64,True,61586,0.72927748,2.739e-05,289,0.02501442,False,0.2255697,0.19484339,3.871e-05,NaN,44,1
-5,50000,29.757812,64,True,61586,0.72927748,2.739e-05,289,0.02501442,False,0.2255697,0.19484339,3.871e-05,NaN,44,2
-6,50000,494.46094,64,False,90352,0.57327437,0.00011736,1596,0.11912635,True,NaN,NaN,NaN,30.0,44,0
-6,50000,110.38281,64,False,90352,0.57327437,0.00011736,1596,0.11912635,True,NaN,NaN,NaN,30.0,44,1
-6,50000,500.0,64,False,90352,0.57327437,0.00011736,1596,0.11912635,True,NaN,NaN,NaN,30.0,44,2
+3,50000,500.0,64,False,30231,0.76417997,0.00024072,89,0.00727552,True,,,,78.0,44,0
+3,50000,500.0,64,False,30231,0.76417997,0.00024072,89,0.00727552,True,,,,78.0,44,1
+3,50000,58.703125,64,False,30231,0.76417997,0.00024072,89,0.00727552,True,,,,78.0,44,2
+4,50000,9.46875,128,False,7840,0.97690476,1.627e-05,1892,0.09696228,False,,,,,44,0
+4,50000,14.734375,128,False,7840,0.97690476,1.627e-05,1892,0.09696228,False,,,,,44,1
+4,50000,24.835938,128,False,7840,0.97690476,1.627e-05,1892,0.09696228,False,,,,,44,2
+5,50000,9.2734375,64,True,61586,0.72927748,2.739e-05,289,0.02501442,False,0.2255697,0.19484339,3.871e-05,,44,0
+5,50000,9.3828125,64,True,61586,0.72927748,2.739e-05,289,0.02501442,False,0.2255697,0.19484339,3.871e-05,,44,1
+5,50000,29.757812,64,True,61586,0.72927748,2.739e-05,289,0.02501442,False,0.2255697,0.19484339,3.871e-05,,44,2
+6,50000,494.46094,64,False,90352,0.57327437,0.00011736,1596,0.11912635,True,,,,30.0,44,0
+6,50000,110.38281,64,False,90352,0.57327437,0.00011736,1596,0.11912635,True,,,,30.0,44,1
+6,50000,500.0,64,False,90352,0.57327437,0.00011736,1596,0.11912635,True,,,,30.0,44,2
 7,50000,9.3828125,64,True,116254,0.94625262,9.365e-05,1507,0.18302749,True,0.71749711,0.6733047,0.0007554,36.0,44,0
 7,50000,54.320312,64,True,116254,0.94625262,9.365e-05,1507,0.18302749,True,0.71749711,0.6733047,0.0007554,36.0,44,1
 7,50000,61.242188,64,True,116254,0.94625262,9.365e-05,1507,0.18302749,True,0.71749711,0.6733047,0.0007554,36.0,44,2
-8,50000,9.3203125,128,True,32451,0.56921107,0.001319,1674,0.09214805,False,0.87409502,0.59426603,2.63e-06,NaN,44,0
-8,50000,13.515625,128,True,32451,0.56921107,0.001319,1674,0.09214805,False,0.87409502,0.59426603,2.63e-06,NaN,44,1
-8,50000,45.375,128,True,32451,0.56921107,0.001319,1674,0.09214805,False,0.87409502,0.59426603,2.63e-06,NaN,44,2
-9,50000,9.4296875,256,False,91511,0.74634829,0.0115294,684,0.04184128,False,NaN,NaN,NaN,NaN,44,0
-9,50000,9.40625,256,False,91511,0.74634829,0.0115294,684,0.04184128,False,NaN,NaN,NaN,NaN,44,1
-9,50000,14.7578125,256,False,91511,0.74634829,0.0115294,684,0.04184128,False,NaN,NaN,NaN,NaN,44,2
+8,50000,9.3203125,128,True,32451,0.56921107,0.001319,1674,0.09214805,False,0.87409502,0.59426603,2.63e-06,,44,0
+8,50000,13.515625,128,True,32451,0.56921107,0.001319,1674,0.09214805,False,0.87409502,0.59426603,2.63e-06,,44,1
+8,50000,45.375,128,True,32451,0.56921107,0.001319,1674,0.09214805,False,0.87409502,0.59426603,2.63e-06,,44,2
+9,50000,9.4296875,256,False,91511,0.74634829,0.0115294,684,0.04184128,False,,,,,44,0
+9,50000,9.40625,256,False,91511,0.74634829,0.0115294,684,0.04184128,False,,,,,44,1
+9,50000,14.7578125,256,False,91511,0.74634829,0.0115294,684,0.04184128,False,,,,,44,2
 10,50000,138.72656,128,True,4785,0.6542582,0.07757139,1087,0.18318188,True,0.5783107,0.24683747,1.2e-07,100.0,44,0
 10,50000,169.59375,128,True,4785,0.6542582,0.07757139,1087,0.18318188,True,0.5783107,0.24683747,1.2e-07,100.0,44,1
 10,50000,258.21094,128,True,4785,0.6542582,0.07757139,1087,0.18318188,True,0.5783107,0.24683747,1.2e-07,100.0,44,2
-11,50000,226.32812,64,False,12379,0.52044633,0.00484214,1599,0.17762618,True,NaN,NaN,NaN,69.0,44,0
-11,50000,316.91406,64,False,12379,0.52044633,0.00484214,1599,0.17762618,True,NaN,NaN,NaN,69.0,44,1
-11,50000,251.90625,64,False,12379,0.52044633,0.00484214,1599,0.17762618,True,NaN,NaN,NaN,69.0,44,2
-12,50000,142.8125,128,True,85433,0.9282389,8.568e-05,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,NaN,44,0
-12,50000,155.84375,128,True,85433,0.9282389,8.568e-05,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,NaN,44,1
-12,50000,166.71875,128,True,85433,0.9282389,8.568e-05,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,NaN,44,2
-13,50000,272.83594,128,True,30229,0.90014776,0.00311317,1424,0.09341959,False,0.82948327,0.34580389,2e-07,NaN,44,0
-13,50000,318.78125,128,True,30229,0.90014776,0.00311317,1424,0.09341959,False,0.82948327,0.34580389,2e-07,NaN,44,1
-13,50000,190.85938,128,True,30229,0.90014776,0.00311317,1424,0.09341959,False,0.82948327,0.34580389,2e-07,NaN,44,2
-14,50000,237.35938,128,True,44836,0.87263546,0.01084176,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,NaN,44,0
-14,50000,232.14062,128,True,44836,0.87263546,0.01084176,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,NaN,44,1
-14,50000,231.02344,128,True,44836,0.87263546,0.01084176,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,NaN,44,2
+11,50000,226.32812,64,False,12379,0.52044633,0.00484214,1599,0.17762618,True,,,,69.0,44,0
+11,50000,316.91406,64,False,12379,0.52044633,0.00484214,1599,0.17762618,True,,,,69.0,44,1
+11,50000,251.90625,64,False,12379,0.52044633,0.00484214,1599,0.17762618,True,,,,69.0,44,2
+12,50000,142.8125,128,True,85433,0.9282389,8.568e-05,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,,44,0
+12,50000,155.84375,128,True,85433,0.9282389,8.568e-05,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,,44,1
+12,50000,166.71875,128,True,85433,0.9282389,8.568e-05,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,,44,2
+13,50000,272.83594,128,True,30229,0.90014776,0.00311317,1424,0.09341959,False,0.82948327,0.34580389,2e-07,,44,0
+13,50000,318.78125,128,True,30229,0.90014776,0.00311317,1424,0.09341959,False,0.82948327,0.34580389,2e-07,,44,1
+13,50000,190.85938,128,True,30229,0.90014776,0.00311317,1424,0.09341959,False,0.82948327,0.34580389,2e-07,,44,2
+14,50000,237.35938,128,True,44836,0.87263546,0.01084176,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,,44,0
+14,50000,232.14062,128,True,44836,0.87263546,0.01084176,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,,44,1
+14,50000,231.02344,128,True,44836,0.87263546,0.01084176,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,,44,2
 15,50000,9.2734375,256,True,50880,0.95521004,1.149e-05,520,0.08985127,True,0.2122377,0.35170169,1.71e-06,65.0,44,0
 15,50000,9.3125,256,True,50880,0.95521004,1.149e-05,520,0.08985127,True,0.2122377,0.35170169,1.71e-06,65.0,44,1
 15,50000,53.742188,256,True,50880,0.95521004,1.149e-05,520,0.08985127,True,0.2122377,0.35170169,1.71e-06,65.0,44,2
-16,50000,326.40625,256,False,83629,0.79553779,2.77e-06,667,0.13099956,True,NaN,NaN,NaN,30.0,44,0
-16,50000,500.0,256,False,83629,0.79553779,2.77e-06,667,0.13099956,True,NaN,NaN,NaN,30.0,44,1
-16,50000,362.2578,256,False,83629,0.79553779,2.77e-06,667,0.13099956,True,NaN,NaN,NaN,30.0,44,2
-17,50000,127.03906,64,False,21637,0.5801064,0.00018583,1148,0.1145223,True,NaN,NaN,NaN,90.0,44,0
-17,50000,500.0,64,False,21637,0.5801064,0.00018583,1148,0.1145223,True,NaN,NaN,NaN,90.0,44,1
-17,50000,500.0,64,False,21637,0.5801064,0.00018583,1148,0.1145223,True,NaN,NaN,NaN,90.0,44,2
+16,50000,326.40625,256,False,83629,0.79553779,2.77e-06,667,0.13099956,True,,,,30.0,44,0
+16,50000,500.0,256,False,83629,0.79553779,2.77e-06,667,0.13099956,True,,,,30.0,44,1
+16,50000,362.2578,256,False,83629,0.79553779,2.77e-06,667,0.13099956,True,,,,30.0,44,2
+17,50000,127.03906,64,False,21637,0.5801064,0.00018583,1148,0.1145223,True,,,,90.0,44,0
+17,50000,500.0,64,False,21637,0.5801064,0.00018583,1148,0.1145223,True,,,,90.0,44,1
+17,50000,500.0,64,False,21637,0.5801064,0.00018583,1148,0.1145223,True,,,,90.0,44,2
 18,50000,93.92969,64,True,34088,0.89757091,0.03020245,791,0.14478454,True,0.67974828,0.27179997,1.32e-06,91.0,44,0
 18,50000,90.89844,64,True,34088,0.89757091,0.03020245,791,0.14478454,True,0.67974828,0.27179997,1.32e-06,91.0,44,1
 18,50000,94.11719,64,True,34088,0.89757091,0.03020245,791,0.14478454,True,0.67974828,0.27179997,1.32e-06,91.0,44,2
-19,50000,9.4296875,64,False,15988,0.59389143,0.03522739,1603,0.17851429,True,NaN,NaN,NaN,85.0,44,0
-19,50000,15.1015625,64,False,15988,0.59389143,0.03522739,1603,0.17851429,True,NaN,NaN,NaN,85.0,44,1
-19,50000,9.375,64,False,15988,0.59389143,0.03522739,1603,0.17851429,True,NaN,NaN,NaN,85.0,44,2
+19,50000,9.4296875,64,False,15988,0.59389143,0.03522739,1603,0.17851429,True,,,,85.0,44,0
+19,50000,15.1015625,64,False,15988,0.59389143,0.03522739,1603,0.17851429,True,,,,85.0,44,1
+19,50000,9.375,64,False,15988,0.59389143,0.03522739,1603,0.17851429,True,,,,85.0,44,2
 20,50000,368.625,128,True,55209,0.67717498,0.00035404,467,0.08455563,True,0.34729349,0.37676514,2.7e-07,39.0,44,0
 20,50000,225.46094,128,True,55209,0.67717498,0.00035404,467,0.08455563,True,0.34729349,0.37676514,2.7e-07,39.0,44,1
 20,50000,193.875,128,True,55209,0.67717498,0.00035404,467,0.08455563,True,0.34729349,0.37676514,2.7e-07,39.0,44,2
-21,50000,142.5,64,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,NaN,44,0
-21,50000,259.45312,64,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,NaN,44,1
-21,50000,266.54688,64,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,NaN,44,2
-22,50000,90.171875,128,False,88687,0.99251539,0.00028168,1273,0.15821694,False,NaN,NaN,NaN,NaN,44,0
-22,50000,155.10156,128,False,88687,0.99251539,0.00028168,1273,0.15821694,False,NaN,NaN,NaN,NaN,44,1
-22,50000,131.55469,128,False,88687,0.99251539,0.00028168,1273,0.15821694,False,NaN,NaN,NaN,NaN,44,2
-23,50000,190.95312,256,False,114253,0.72774251,0.01380665,333,0.16783972,False,NaN,NaN,NaN,NaN,44,0
-23,50000,142.00781,256,False,114253,0.72774251,0.01380665,333,0.16783972,False,NaN,NaN,NaN,NaN,44,1
-23,50000,153.32031,256,False,114253,0.72774251,0.01380665,333,0.16783972,False,NaN,NaN,NaN,NaN,44,2
-24,50000,500.0,256,False,3651,0.89799163,0.00040606,1748,0.0280866,False,NaN,NaN,NaN,NaN,44,0
-24,50000,421.46875,256,False,3651,0.89799163,0.00040606,1748,0.0280866,False,NaN,NaN,NaN,NaN,44,1
-24,50000,500.0,256,False,3651,0.89799163,0.00040606,1748,0.0280866,False,NaN,NaN,NaN,NaN,44,2
-25,50000,91.78906,128,False,92859,0.75268207,0.01157489,575,0.18468338,True,NaN,NaN,NaN,26.0,44,0
-25,50000,73.328125,128,False,92859,0.75268207,0.01157489,575,0.18468338,True,NaN,NaN,NaN,26.0,44,1
-25,50000,58.46875,128,False,92859,0.75268207,0.01157489,575,0.18468338,True,NaN,NaN,NaN,26.0,44,2
-26,50000,9.375,128,False,25822,0.56130228,0.00062789,1639,0.17373852,False,NaN,NaN,NaN,NaN,44,0
-26,50000,9.2578125,128,False,25822,0.56130228,0.00062789,1639,0.17373852,False,NaN,NaN,NaN,NaN,44,1
-26,50000,57.953125,128,False,25822,0.56130228,0.00062789,1639,0.17373852,False,NaN,NaN,NaN,NaN,44,2
-27,50000,500.0,256,False,91843,0.63852244,4.171e-05,762,0.02273723,False,NaN,NaN,NaN,NaN,44,0
-27,50000,500.0,256,False,91843,0.63852244,4.171e-05,762,0.02273723,False,NaN,NaN,NaN,NaN,44,1
-27,50000,500.0,256,False,91843,0.63852244,4.171e-05,762,0.02273723,False,NaN,NaN,NaN,NaN,44,2
-28,50000,385.8047,64,False,92676,0.83095346,0.00023513,116,0.04963599,False,NaN,NaN,NaN,NaN,44,0
-28,50000,430.2578,64,False,92676,0.83095346,0.00023513,116,0.04963599,False,NaN,NaN,NaN,NaN,44,1
-28,50000,385.9297,64,False,92676,0.83095346,0.00023513,116,0.04963599,False,NaN,NaN,NaN,NaN,44,2
-29,50000,26.289062,64,False,69119,0.99637095,0.00047535,875,0.1018977,True,NaN,NaN,NaN,37.0,44,0
-29,50000,106.83594,64,False,69119,0.99637095,0.00047535,875,0.1018977,True,NaN,NaN,NaN,37.0,44,1
-29,50000,126.6875,64,False,69119,0.99637095,0.00047535,875,0.1018977,True,NaN,NaN,NaN,37.0,44,2
-30,50000,368.375,256,False,49605,0.52704893,0.0003172,393,0.01543272,True,NaN,NaN,NaN,8.0,44,0
-30,50000,102.08594,256,False,49605,0.52704893,0.0003172,393,0.01543272,True,NaN,NaN,NaN,8.0,44,1
-30,50000,114.984375,256,False,49605,0.52704893,0.0003172,393,0.01543272,True,NaN,NaN,NaN,8.0,44,2
+21,50000,142.5,64,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,,44,0
+21,50000,259.45312,64,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,,44,1
+21,50000,266.54688,64,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,,44,2
+22,50000,90.171875,128,False,88687,0.99251539,0.00028168,1273,0.15821694,False,,,,,44,0
+22,50000,155.10156,128,False,88687,0.99251539,0.00028168,1273,0.15821694,False,,,,,44,1
+22,50000,131.55469,128,False,88687,0.99251539,0.00028168,1273,0.15821694,False,,,,,44,2
+23,50000,190.95312,256,False,114253,0.72774251,0.01380665,333,0.16783972,False,,,,,44,0
+23,50000,142.00781,256,False,114253,0.72774251,0.01380665,333,0.16783972,False,,,,,44,1
+23,50000,153.32031,256,False,114253,0.72774251,0.01380665,333,0.16783972,False,,,,,44,2
+24,50000,500.0,256,False,3651,0.89799163,0.00040606,1748,0.0280866,False,,,,,44,0
+24,50000,421.46875,256,False,3651,0.89799163,0.00040606,1748,0.0280866,False,,,,,44,1
+24,50000,500.0,256,False,3651,0.89799163,0.00040606,1748,0.0280866,False,,,,,44,2
+25,50000,91.78906,128,False,92859,0.75268207,0.01157489,575,0.18468338,True,,,,26.0,44,0
+25,50000,73.328125,128,False,92859,0.75268207,0.01157489,575,0.18468338,True,,,,26.0,44,1
+25,50000,58.46875,128,False,92859,0.75268207,0.01157489,575,0.18468338,True,,,,26.0,44,2
+26,50000,9.375,128,False,25822,0.56130228,0.00062789,1639,0.17373852,False,,,,,44,0
+26,50000,9.2578125,128,False,25822,0.56130228,0.00062789,1639,0.17373852,False,,,,,44,1
+26,50000,57.953125,128,False,25822,0.56130228,0.00062789,1639,0.17373852,False,,,,,44,2
+27,50000,500.0,256,False,91843,0.63852244,4.171e-05,762,0.02273723,False,,,,,44,0
+27,50000,500.0,256,False,91843,0.63852244,4.171e-05,762,0.02273723,False,,,,,44,1
+27,50000,500.0,256,False,91843,0.63852244,4.171e-05,762,0.02273723,False,,,,,44,2
+28,50000,385.8047,64,False,92676,0.83095346,0.00023513,116,0.04963599,False,,,,,44,0
+28,50000,430.2578,64,False,92676,0.83095346,0.00023513,116,0.04963599,False,,,,,44,1
+28,50000,385.9297,64,False,92676,0.83095346,0.00023513,116,0.04963599,False,,,,,44,2
+29,50000,26.289062,64,False,69119,0.99637095,0.00047535,875,0.1018977,True,,,,37.0,44,0
+29,50000,106.83594,64,False,69119,0.99637095,0.00047535,875,0.1018977,True,,,,37.0,44,1
+29,50000,126.6875,64,False,69119,0.99637095,0.00047535,875,0.1018977,True,,,,37.0,44,2
+30,50000,368.375,256,False,49605,0.52704893,0.0003172,393,0.01543272,True,,,,8.0,44,0
+30,50000,102.08594,256,False,49605,0.52704893,0.0003172,393,0.01543272,True,,,,8.0,44,1
+30,50000,114.984375,256,False,49605,0.52704893,0.0003172,393,0.01543272,True,,,,8.0,44,2
 31,50000,500.0,256,True,109586,0.72875172,4.479e-05,1692,0.17611553,True,0.09632756,0.28331128,1.796e-05,97.0,44,0
 31,50000,163.82812,256,True,109586,0.72875172,4.479e-05,1692,0.17611553,True,0.09632756,0.28331128,1.796e-05,97.0,44,1
 31,50000,500.0,256,True,109586,0.72875172,4.479e-05,1692,0.17611553,True,0.09632756,0.28331128,1.796e-05,97.0,44,2
 0,50000,174.125,64,True,17346,0.51450691,1.92e-06,32,0.1114579,True,0.54777049,0.91105155,4.44e-06,45.0,43,0
 0,50000,13.59375,64,True,17346,0.51450691,1.92e-06,32,0.1114579,True,0.54777049,0.91105155,4.44e-06,45.0,43,1
 0,50000,121.296875,64,True,17346,0.51450691,1.92e-06,32,0.1114579,True,0.54777049,0.91105155,4.44e-06,45.0,43,2
-1,50000,289.9375,128,False,42559,0.50018081,0.00958516,1304,0.18046017,False,NaN,NaN,NaN,NaN,43,0
-1,50000,136.55469,128,False,42559,0.50018081,0.00958516,1304,0.18046017,False,NaN,NaN,NaN,NaN,43,1
-1,50000,212.95312,128,False,42559,0.50018081,0.00958516,1304,0.18046017,False,NaN,NaN,NaN,NaN,43,2
-2,50000,115.78906,128,False,111528,0.88844768,0.04096825,116,0.04913854,False,NaN,NaN,NaN,NaN,43,0
-2,50000,72.66406,128,False,111528,0.88844768,0.04096825,116,0.04913854,False,NaN,NaN,NaN,NaN,43,1
-2,50000,126.91406,128,False,111528,0.88844768,0.04096825,116,0.04913854,False,NaN,NaN,NaN,NaN,43,2
-3,50000,48.085938,256,True,86644,0.96220888,0.05773182,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,NaN,43,0
-3,50000,32.609375,256,True,86644,0.96220888,0.05773182,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,NaN,43,1
-3,50000,61.5,256,True,86644,0.96220888,0.05773182,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,NaN,43,2
-4,50000,189.125,64,False,33449,0.86753217,2.568e-05,1614,0.05999268,True,NaN,NaN,NaN,4.0,43,0
-4,50000,196.57031,64,False,33449,0.86753217,2.568e-05,1614,0.05999268,True,NaN,NaN,NaN,4.0,43,1
-4,50000,247.39844,64,False,33449,0.86753217,2.568e-05,1614,0.05999268,True,NaN,NaN,NaN,4.0,43,2
-5,50000,218.04688,256,False,34724,0.83862908,7.22e-06,104,0.07808968,False,NaN,NaN,NaN,NaN,43,0
-5,50000,286.67188,256,False,34724,0.83862908,7.22e-06,104,0.07808968,False,NaN,NaN,NaN,NaN,43,1
-5,50000,500.0,256,False,34724,0.83862908,7.22e-06,104,0.07808968,False,NaN,NaN,NaN,NaN,43,2
-6,50000,88.83594,64,False,3643,0.51354052,0.00053255,1054,0.03124912,False,NaN,NaN,NaN,NaN,43,0
-6,50000,68.671875,64,False,3643,0.51354052,0.00053255,1054,0.03124912,False,NaN,NaN,NaN,NaN,43,1
-6,50000,90.69531,64,False,3643,0.51354052,0.00053255,1054,0.03124912,False,NaN,NaN,NaN,NaN,43,2
-7,50000,9.375,128,False,105719,0.94077995,3.084e-05,674,0.01682252,True,NaN,NaN,NaN,72.0,43,0
-7,50000,9.3984375,128,False,105719,0.94077995,3.084e-05,674,0.01682252,True,NaN,NaN,NaN,72.0,43,1
-7,50000,78.69531,128,False,105719,0.94077995,3.084e-05,674,0.01682252,True,NaN,NaN,NaN,72.0,43,2
+1,50000,289.9375,128,False,42559,0.50018081,0.00958516,1304,0.18046017,False,,,,,43,0
+1,50000,136.55469,128,False,42559,0.50018081,0.00958516,1304,0.18046017,False,,,,,43,1
+1,50000,212.95312,128,False,42559,0.50018081,0.00958516,1304,0.18046017,False,,,,,43,2
+2,50000,115.78906,128,False,111528,0.88844768,0.04096825,116,0.04913854,False,,,,,43,0
+2,50000,72.66406,128,False,111528,0.88844768,0.04096825,116,0.04913854,False,,,,,43,1
+2,50000,126.91406,128,False,111528,0.88844768,0.04096825,116,0.04913854,False,,,,,43,2
+3,50000,48.085938,256,True,86644,0.96220888,0.05773182,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,,43,0
+3,50000,32.609375,256,True,86644,0.96220888,0.05773182,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,,43,1
+3,50000,61.5,256,True,86644,0.96220888,0.05773182,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,,43,2
+4,50000,189.125,64,False,33449,0.86753217,2.568e-05,1614,0.05999268,True,,,,4.0,43,0
+4,50000,196.57031,64,False,33449,0.86753217,2.568e-05,1614,0.05999268,True,,,,4.0,43,1
+4,50000,247.39844,64,False,33449,0.86753217,2.568e-05,1614,0.05999268,True,,,,4.0,43,2
+5,50000,218.04688,256,False,34724,0.83862908,7.22e-06,104,0.07808968,False,,,,,43,0
+5,50000,286.67188,256,False,34724,0.83862908,7.22e-06,104,0.07808968,False,,,,,43,1
+5,50000,500.0,256,False,34724,0.83862908,7.22e-06,104,0.07808968,False,,,,,43,2
+6,50000,88.83594,64,False,3643,0.51354052,0.00053255,1054,0.03124912,False,,,,,43,0
+6,50000,68.671875,64,False,3643,0.51354052,0.00053255,1054,0.03124912,False,,,,,43,1
+6,50000,90.69531,64,False,3643,0.51354052,0.00053255,1054,0.03124912,False,,,,,43,2
+7,50000,9.375,128,False,105719,0.94077995,3.084e-05,674,0.01682252,True,,,,72.0,43,0
+7,50000,9.3984375,128,False,105719,0.94077995,3.084e-05,674,0.01682252,True,,,,72.0,43,1
+7,50000,78.69531,128,False,105719,0.94077995,3.084e-05,674,0.01682252,True,,,,72.0,43,2
 8,50000,9.3828125,256,True,89137,0.58201579,0.0379177,1261,0.06686598,True,0.31449423,0.93256208,0.00016768,25.0,43,0
 8,50000,16.109375,256,True,89137,0.58201579,0.0379177,1261,0.06686598,True,0.31449423,0.93256208,0.00016768,25.0,43,1
 8,50000,46.085938,256,True,89137,0.58201579,0.0379177,1261,0.06686598,True,0.31449423,0.93256208,0.00016768,25.0,43,2
-9,50000,90.66406,128,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,NaN,43,0
-9,50000,500.0,128,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,NaN,43,1
-9,50000,9.5078125,128,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,NaN,43,2
-10,50000,9.3203125,128,False,5051,0.6308016,0.00016687,308,0.00982639,False,NaN,NaN,NaN,NaN,43,0
-10,50000,9.359375,128,False,5051,0.6308016,0.00016687,308,0.00982639,False,NaN,NaN,NaN,NaN,43,1
-10,50000,68.46094,128,False,5051,0.6308016,0.00016687,308,0.00982639,False,NaN,NaN,NaN,NaN,43,2
-11,50000,156.24219,256,True,28824,0.99235582,0.00306417,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,NaN,43,0
-11,50000,179.85156,256,True,28824,0.99235582,0.00306417,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,NaN,43,1
-11,50000,329.53906,256,True,28824,0.99235582,0.00306417,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,NaN,43,2
-12,50000,27.96875,256,False,72496,0.62172763,0.00101451,643,0.03027329,False,NaN,NaN,NaN,NaN,43,0
-12,50000,53.90625,256,False,72496,0.62172763,0.00101451,643,0.03027329,False,NaN,NaN,NaN,NaN,43,1
-12,50000,66.41406,256,False,72496,0.62172763,0.00101451,643,0.03027329,False,NaN,NaN,NaN,NaN,43,2
-13,50000,60.828125,64,True,93249,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,NaN,43,0
-13,50000,89.00781,64,True,93249,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,NaN,43,1
-13,50000,91.91406,64,True,93249,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,NaN,43,2
+9,50000,90.66406,128,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,,43,0
+9,50000,500.0,128,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,,43,1
+9,50000,9.5078125,128,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,,43,2
+10,50000,9.3203125,128,False,5051,0.6308016,0.00016687,308,0.00982639,False,,,,,43,0
+10,50000,9.359375,128,False,5051,0.6308016,0.00016687,308,0.00982639,False,,,,,43,1
+10,50000,68.46094,128,False,5051,0.6308016,0.00016687,308,0.00982639,False,,,,,43,2
+11,50000,156.24219,256,True,28824,0.99235582,0.00306417,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,,43,0
+11,50000,179.85156,256,True,28824,0.99235582,0.00306417,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,,43,1
+11,50000,329.53906,256,True,28824,0.99235582,0.00306417,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,,43,2
+12,50000,27.96875,256,False,72496,0.62172763,0.00101451,643,0.03027329,False,,,,,43,0
+12,50000,53.90625,256,False,72496,0.62172763,0.00101451,643,0.03027329,False,,,,,43,1
+12,50000,66.41406,256,False,72496,0.62172763,0.00101451,643,0.03027329,False,,,,,43,2
+13,50000,60.828125,64,True,93249,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,,43,0
+13,50000,89.00781,64,True,93249,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,,43,1
+13,50000,91.91406,64,True,93249,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,,43,2
 14,50000,86.171875,128,True,66636,0.70329737,5.12e-06,1769,0.00421314,True,0.54225785,0.29599484,2.721e-05,83.0,43,0
 14,50000,71.03125,128,True,66636,0.70329737,5.12e-06,1769,0.00421314,True,0.54225785,0.29599484,2.721e-05,83.0,43,1
 14,50000,91.4375,128,True,66636,0.70329737,5.12e-06,1769,0.00421314,True,0.54225785,0.29599484,2.721e-05,83.0,43,2
-15,50000,20.859375,128,False,7666,0.96898131,0.09845206,158,0.1774289,False,NaN,NaN,NaN,NaN,43,0
-15,50000,55.203125,128,False,7666,0.96898131,0.09845206,158,0.1774289,False,NaN,NaN,NaN,NaN,43,1
-15,50000,33.546875,128,False,7666,0.96898131,0.09845206,158,0.1774289,False,NaN,NaN,NaN,NaN,43,2
-16,50000,398.75,64,False,4871,0.6490902,1.2e-06,210,0.18743212,False,NaN,NaN,NaN,NaN,43,0
-16,50000,500.0,64,False,4871,0.6490902,1.2e-06,210,0.18743212,False,NaN,NaN,NaN,NaN,43,1
-16,50000,94.859375,64,False,4871,0.6490902,1.2e-06,210,0.18743212,False,NaN,NaN,NaN,NaN,43,2
-17,50000,500.0,128,False,27933,0.77897731,8.661e-05,1823,0.02538879,False,NaN,NaN,NaN,NaN,43,0
-17,50000,178.36719,128,False,27933,0.77897731,8.661e-05,1823,0.02538879,False,NaN,NaN,NaN,NaN,43,1
-17,50000,159.86719,128,False,27933,0.77897731,8.661e-05,1823,0.02538879,False,NaN,NaN,NaN,NaN,43,2
-18,50000,10.7109375,64,False,76368,0.90726146,0.09026109,911,0.10667463,False,NaN,NaN,NaN,NaN,43,0
-18,50000,28.992188,64,False,76368,0.90726146,0.09026109,911,0.10667463,False,NaN,NaN,NaN,NaN,43,1
-18,50000,25.414062,64,False,76368,0.90726146,0.09026109,911,0.10667463,False,NaN,NaN,NaN,NaN,43,2
-19,50000,481.59375,128,False,53760,0.92692546,0.00052771,1114,0.01640626,True,NaN,NaN,NaN,66.0,43,0
-19,50000,202.32812,128,False,53760,0.92692546,0.00052771,1114,0.01640626,True,NaN,NaN,NaN,66.0,43,1
-19,50000,217.83594,128,False,53760,0.92692546,0.00052771,1114,0.01640626,True,NaN,NaN,NaN,66.0,43,2
-20,50000,33.84375,256,False,103720,0.75527673,3.79e-06,584,0.16605569,True,NaN,NaN,NaN,56.0,43,0
-20,50000,75.125,256,False,103720,0.75527673,3.79e-06,584,0.16605569,True,NaN,NaN,NaN,56.0,43,1
-20,50000,69.10156,256,False,103720,0.75527673,3.79e-06,584,0.16605569,True,NaN,NaN,NaN,56.0,43,2
-21,50000,148.1875,256,False,14629,0.79653604,3.07e-06,1828,0.16662835,True,NaN,NaN,NaN,13.0,43,0
-21,50000,500.0,256,False,14629,0.79653604,3.07e-06,1828,0.16662835,True,NaN,NaN,NaN,13.0,43,1
-21,50000,91.39844,256,False,14629,0.79653604,3.07e-06,1828,0.16662835,True,NaN,NaN,NaN,13.0,43,2
-22,50000,147.64844,256,True,13461,0.87251815,0.00257765,71,0.1637175,False,0.47969654,0.97371753,2.27e-06,NaN,43,0
-22,50000,184.48438,256,True,13461,0.87251815,0.00257765,71,0.1637175,False,0.47969654,0.97371753,2.27e-06,NaN,43,1
-22,50000,177.08594,256,True,13461,0.87251815,0.00257765,71,0.1637175,False,0.47969654,0.97371753,2.27e-06,NaN,43,2
-23,50000,500.0,128,False,43216,0.65105958,1.51e-06,1138,0.11343466,True,NaN,NaN,NaN,21.0,43,0
-23,50000,500.0,128,False,43216,0.65105958,1.51e-06,1138,0.11343466,True,NaN,NaN,NaN,21.0,43,1
-23,50000,92.66406,128,False,43216,0.65105958,1.51e-06,1138,0.11343466,True,NaN,NaN,NaN,21.0,43,2
-24,50000,500.0,64,False,89144,0.89599221,6.32e-06,520,0.09099824,True,NaN,NaN,NaN,40.0,43,0
-24,50000,381.23438,64,False,89144,0.89599221,6.32e-06,520,0.09099824,True,NaN,NaN,NaN,40.0,43,1
-24,50000,491.6953,64,False,89144,0.89599221,6.32e-06,520,0.09099824,True,NaN,NaN,NaN,40.0,43,2
+15,50000,20.859375,128,False,7666,0.96898131,0.09845206,158,0.1774289,False,,,,,43,0
+15,50000,55.203125,128,False,7666,0.96898131,0.09845206,158,0.1774289,False,,,,,43,1
+15,50000,33.546875,128,False,7666,0.96898131,0.09845206,158,0.1774289,False,,,,,43,2
+16,50000,398.75,64,False,4871,0.6490902,1.2e-06,210,0.18743212,False,,,,,43,0
+16,50000,500.0,64,False,4871,0.6490902,1.2e-06,210,0.18743212,False,,,,,43,1
+16,50000,94.859375,64,False,4871,0.6490902,1.2e-06,210,0.18743212,False,,,,,43,2
+17,50000,500.0,128,False,27933,0.77897731,8.661e-05,1823,0.02538879,False,,,,,43,0
+17,50000,178.36719,128,False,27933,0.77897731,8.661e-05,1823,0.02538879,False,,,,,43,1
+17,50000,159.86719,128,False,27933,0.77897731,8.661e-05,1823,0.02538879,False,,,,,43,2
+18,50000,10.7109375,64,False,76368,0.90726146,0.09026109,911,0.10667463,False,,,,,43,0
+18,50000,28.992188,64,False,76368,0.90726146,0.09026109,911,0.10667463,False,,,,,43,1
+18,50000,25.414062,64,False,76368,0.90726146,0.09026109,911,0.10667463,False,,,,,43,2
+19,50000,481.59375,128,False,53760,0.92692546,0.00052771,1114,0.01640626,True,,,,66.0,43,0
+19,50000,202.32812,128,False,53760,0.92692546,0.00052771,1114,0.01640626,True,,,,66.0,43,1
+19,50000,217.83594,128,False,53760,0.92692546,0.00052771,1114,0.01640626,True,,,,66.0,43,2
+20,50000,33.84375,256,False,103720,0.75527673,3.79e-06,584,0.16605569,True,,,,56.0,43,0
+20,50000,75.125,256,False,103720,0.75527673,3.79e-06,584,0.16605569,True,,,,56.0,43,1
+20,50000,69.10156,256,False,103720,0.75527673,3.79e-06,584,0.16605569,True,,,,56.0,43,2
+21,50000,148.1875,256,False,14629,0.79653604,3.07e-06,1828,0.16662835,True,,,,13.0,43,0
+21,50000,500.0,256,False,14629,0.79653604,3.07e-06,1828,0.16662835,True,,,,13.0,43,1
+21,50000,91.39844,256,False,14629,0.79653604,3.07e-06,1828,0.16662835,True,,,,13.0,43,2
+22,50000,147.64844,256,True,13461,0.87251815,0.00257765,71,0.1637175,False,0.47969654,0.97371753,2.27e-06,,43,0
+22,50000,184.48438,256,True,13461,0.87251815,0.00257765,71,0.1637175,False,0.47969654,0.97371753,2.27e-06,,43,1
+22,50000,177.08594,256,True,13461,0.87251815,0.00257765,71,0.1637175,False,0.47969654,0.97371753,2.27e-06,,43,2
+23,50000,500.0,128,False,43216,0.65105958,1.51e-06,1138,0.11343466,True,,,,21.0,43,0
+23,50000,500.0,128,False,43216,0.65105958,1.51e-06,1138,0.11343466,True,,,,21.0,43,1
+23,50000,92.66406,128,False,43216,0.65105958,1.51e-06,1138,0.11343466,True,,,,21.0,43,2
+24,50000,500.0,64,False,89144,0.89599221,6.32e-06,520,0.09099824,True,,,,40.0,43,0
+24,50000,381.23438,64,False,89144,0.89599221,6.32e-06,520,0.09099824,True,,,,40.0,43,1
+24,50000,491.6953,64,False,89144,0.89599221,6.32e-06,520,0.09099824,True,,,,40.0,43,2
 25,50000,9.4375,256,True,47583,0.78178756,0.03594624,478,0.18142866,True,0.48774122,0.09809442,1.02e-06,62.0,43,0
 25,50000,9.34375,256,True,47583,0.78178756,0.03594624,478,0.18142866,True,0.48774122,0.09809442,1.02e-06,62.0,43,1
 25,50000,44.789062,256,True,47583,0.78178756,0.03594624,478,0.18142866,True,0.48774122,0.09809442,1.02e-06,62.0,43,2
-26,50000,497.54688,128,False,58276,0.91078482,0.00058516,241,0.10766683,True,NaN,NaN,NaN,58.0,43,0
-26,50000,500.0,128,False,58276,0.91078482,0.00058516,241,0.10766683,True,NaN,NaN,NaN,58.0,43,1
-26,50000,500.0,128,False,58276,0.91078482,0.00058516,241,0.10766683,True,NaN,NaN,NaN,58.0,43,2
+26,50000,497.54688,128,False,58276,0.91078482,0.00058516,241,0.10766683,True,,,,58.0,43,0
+26,50000,500.0,128,False,58276,0.91078482,0.00058516,241,0.10766683,True,,,,58.0,43,1
+26,50000,500.0,128,False,58276,0.91078482,0.00058516,241,0.10766683,True,,,,58.0,43,2
 27,50000,500.0,128,True,4616,0.93419044,0.00014819,837,0.12889453,True,0.39597958,0.59858233,5.016e-05,55.0,43,0
 27,50000,329.85156,128,True,4616,0.93419044,0.00014819,837,0.12889453,True,0.39597958,0.59858233,5.016e-05,55.0,43,1
 27,50000,174.53125,128,True,4616,0.93419044,0.00014819,837,0.12889453,True,0.39597958,0.59858233,5.016e-05,55.0,43,2
-28,50000,500.0,128,True,36912,0.54626109,0.00011912,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,NaN,43,0
-28,50000,500.0,128,True,36912,0.54626109,0.00011912,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,NaN,43,1
-28,50000,118.84375,128,True,36912,0.54626109,0.00011912,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,NaN,43,2
-29,50000,103.625,256,False,59480,0.55228418,0.00036975,986,0.06754,True,NaN,NaN,NaN,62.0,43,0
-29,50000,89.86719,256,False,59480,0.55228418,0.00036975,986,0.06754,True,NaN,NaN,NaN,62.0,43,1
-29,50000,500.0,256,False,59480,0.55228418,0.00036975,986,0.06754,True,NaN,NaN,NaN,62.0,43,2
-30,50000,500.0,256,False,56541,0.9123164,0.00570074,523,0.08105613,True,NaN,NaN,NaN,27.0,43,0
-30,50000,91.75781,256,False,56541,0.9123164,0.00570074,523,0.08105613,True,NaN,NaN,NaN,27.0,43,1
-30,50000,139.19531,256,False,56541,0.9123164,0.00570074,523,0.08105613,True,NaN,NaN,NaN,27.0,43,2
-31,50000,209.94531,256,True,76511,0.55808698,0.04261646,547,0.07860637,False,0.64140431,0.51786661,1.1e-07,NaN,43,0
-31,50000,149.05469,256,True,76511,0.55808698,0.04261646,547,0.07860637,False,0.64140431,0.51786661,1.1e-07,NaN,43,1
-31,50000,212.50781,256,True,76511,0.55808698,0.04261646,547,0.07860637,False,0.64140431,0.51786661,1.1e-07,NaN,43,2
-0,50000,185.42188,128,False,52635,0.69703109,2.821e-05,1268,0.01048299,True,NaN,NaN,NaN,100.0,46,0
-0,50000,157.66406,128,False,52635,0.69703109,2.821e-05,1268,0.01048299,True,NaN,NaN,NaN,100.0,46,1
-0,50000,170.375,128,False,52635,0.69703109,2.821e-05,1268,0.01048299,True,NaN,NaN,NaN,100.0,46,2
-1,50000,9.2734375,64,False,54715,0.91792586,0.02259034,1389,0.04513368,True,NaN,NaN,NaN,17.0,46,0
-1,50000,9.3828125,64,False,54715,0.91792586,0.02259034,1389,0.04513368,True,NaN,NaN,NaN,17.0,46,1
-1,50000,44.492188,64,False,54715,0.91792586,0.02259034,1389,0.04513368,True,NaN,NaN,NaN,17.0,46,2
+28,50000,500.0,128,True,36912,0.54626109,0.00011912,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,,43,0
+28,50000,500.0,128,True,36912,0.54626109,0.00011912,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,,43,1
+28,50000,118.84375,128,True,36912,0.54626109,0.00011912,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,,43,2
+29,50000,103.625,256,False,59480,0.55228418,0.00036975,986,0.06754,True,,,,62.0,43,0
+29,50000,89.86719,256,False,59480,0.55228418,0.00036975,986,0.06754,True,,,,62.0,43,1
+29,50000,500.0,256,False,59480,0.55228418,0.00036975,986,0.06754,True,,,,62.0,43,2
+30,50000,500.0,256,False,56541,0.9123164,0.00570074,523,0.08105613,True,,,,27.0,43,0
+30,50000,91.75781,256,False,56541,0.9123164,0.00570074,523,0.08105613,True,,,,27.0,43,1
+30,50000,139.19531,256,False,56541,0.9123164,0.00570074,523,0.08105613,True,,,,27.0,43,2
+31,50000,209.94531,256,True,76511,0.55808698,0.04261646,547,0.07860637,False,0.64140431,0.51786661,1.1e-07,,43,0
+31,50000,149.05469,256,True,76511,0.55808698,0.04261646,547,0.07860637,False,0.64140431,0.51786661,1.1e-07,,43,1
+31,50000,212.50781,256,True,76511,0.55808698,0.04261646,547,0.07860637,False,0.64140431,0.51786661,1.1e-07,,43,2
+0,50000,185.42188,128,False,52635,0.69703109,2.821e-05,1268,0.01048299,True,,,,100.0,46,0
+0,50000,157.66406,128,False,52635,0.69703109,2.821e-05,1268,0.01048299,True,,,,100.0,46,1
+0,50000,170.375,128,False,52635,0.69703109,2.821e-05,1268,0.01048299,True,,,,100.0,46,2
+1,50000,9.2734375,64,False,54715,0.91792586,0.02259034,1389,0.04513368,True,,,,17.0,46,0
+1,50000,9.3828125,64,False,54715,0.91792586,0.02259034,1389,0.04513368,True,,,,17.0,46,1
+1,50000,44.492188,64,False,54715,0.91792586,0.02259034,1389,0.04513368,True,,,,17.0,46,2
 2,50000,24.359375,64,True,46703,0.53665662,0.00344956,1731,0.18859817,True,0.59873965,0.76173852,1e-07,87.0,46,0
 2,50000,21.03125,64,True,46703,0.53665662,0.00344956,1731,0.18859817,True,0.59873965,0.76173852,1e-07,87.0,46,1
 2,50000,45.210938,64,True,46703,0.53665662,0.00344956,1731,0.18859817,True,0.59873965,0.76173852,1e-07,87.0,46,2
@@ -398,18 +398,18 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 4,50000,9.4765625,64,True,98738,0.80324019,0.00110971,1472,0.11866347,True,0.61143255,0.98597003,5.42e-06,89.0,46,0
 4,50000,9.4765625,64,True,98738,0.80324019,0.00110971,1472,0.11866347,True,0.61143255,0.98597003,5.42e-06,89.0,46,1
 4,50000,9.3046875,64,True,98738,0.80324019,0.00110971,1472,0.11866347,True,0.61143255,0.98597003,5.42e-06,89.0,46,2
-5,50000,9.3828125,256,False,38575,0.99324587,0.00119601,783,0.04082521,False,NaN,NaN,NaN,NaN,46,0
-5,50000,37.921875,256,False,38575,0.99324587,0.00119601,783,0.04082521,False,NaN,NaN,NaN,NaN,46,1
-5,50000,74.15625,256,False,38575,0.99324587,0.00119601,783,0.04082521,False,NaN,NaN,NaN,NaN,46,2
-6,50000,242.39062,128,False,74818,0.50659622,0.0009659,905,0.00352992,False,NaN,NaN,NaN,NaN,46,0
-6,50000,170.46875,128,False,74818,0.50659622,0.0009659,905,0.00352992,False,NaN,NaN,NaN,NaN,46,1
-6,50000,281.5625,128,False,74818,0.50659622,0.0009659,905,0.00352992,False,NaN,NaN,NaN,NaN,46,2
-7,50000,52.625,64,False,70529,0.63653402,2.11e-06,2008,0.10202313,False,NaN,NaN,NaN,NaN,46,0
-7,50000,56.34375,64,False,70529,0.63653402,2.11e-06,2008,0.10202313,False,NaN,NaN,NaN,NaN,46,1
-7,50000,75.64844,64,False,70529,0.63653402,2.11e-06,2008,0.10202313,False,NaN,NaN,NaN,NaN,46,2
-8,50000,9.4296875,64,True,1291,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,NaN,46,0
-8,50000,9.40625,64,True,1291,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,NaN,46,1
-8,50000,51.609375,64,True,1291,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,NaN,46,2
+5,50000,9.3828125,256,False,38575,0.99324587,0.00119601,783,0.04082521,False,,,,,46,0
+5,50000,37.921875,256,False,38575,0.99324587,0.00119601,783,0.04082521,False,,,,,46,1
+5,50000,74.15625,256,False,38575,0.99324587,0.00119601,783,0.04082521,False,,,,,46,2
+6,50000,242.39062,128,False,74818,0.50659622,0.0009659,905,0.00352992,False,,,,,46,0
+6,50000,170.46875,128,False,74818,0.50659622,0.0009659,905,0.00352992,False,,,,,46,1
+6,50000,281.5625,128,False,74818,0.50659622,0.0009659,905,0.00352992,False,,,,,46,2
+7,50000,52.625,64,False,70529,0.63653402,2.11e-06,2008,0.10202313,False,,,,,46,0
+7,50000,56.34375,64,False,70529,0.63653402,2.11e-06,2008,0.10202313,False,,,,,46,1
+7,50000,75.64844,64,False,70529,0.63653402,2.11e-06,2008,0.10202313,False,,,,,46,2
+8,50000,9.4296875,64,True,1291,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,,46,0
+8,50000,9.40625,64,True,1291,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,,46,1
+8,50000,51.609375,64,True,1291,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,,46,2
 9,50000,75.53906,128,True,7858,0.51712145,2.787e-05,905,0.01731761,True,0.18538033,0.63593815,3.01e-06,25.0,46,0
 9,50000,108.63281,128,True,7858,0.51712145,2.787e-05,905,0.01731761,True,0.18538033,0.63593815,3.01e-06,25.0,46,1
 9,50000,251.64844,128,True,7858,0.51712145,2.787e-05,905,0.01731761,True,0.18538033,0.63593815,3.01e-06,25.0,46,2
@@ -419,63 +419,63 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 11,50000,125.71094,64,True,34523,0.80955349,0.00477016,403,0.00680405,True,0.78639349,0.15557144,2.9e-07,99.0,46,0
 11,50000,251.40625,64,True,34523,0.80955349,0.00477016,403,0.00680405,True,0.78639349,0.15557144,2.9e-07,99.0,46,1
 11,50000,432.10938,64,True,34523,0.80955349,0.00477016,403,0.00680405,True,0.78639349,0.15557144,2.9e-07,99.0,46,2
-12,50000,9.2734375,64,True,81855,0.94889846,0.01026141,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,NaN,46,0
-12,50000,40.101562,64,True,81855,0.94889846,0.01026141,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,NaN,46,1
-12,50000,21.242188,64,True,81855,0.94889846,0.01026141,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,NaN,46,2
-13,50000,211.20312,256,False,9516,0.6653367,7.675e-05,522,0.04481315,True,NaN,NaN,NaN,46.0,46,0
-13,50000,469.48438,256,False,9516,0.6653367,7.675e-05,522,0.04481315,True,NaN,NaN,NaN,46.0,46,1
-13,50000,500.0,256,False,9516,0.6653367,7.675e-05,522,0.04481315,True,NaN,NaN,NaN,46.0,46,2
-14,50000,9.3125,64,False,117623,0.85685073,3.09e-06,2024,0.18121206,True,NaN,NaN,NaN,11.0,46,0
-14,50000,9.328125,64,False,117623,0.85685073,3.09e-06,2024,0.18121206,True,NaN,NaN,NaN,11.0,46,1
-14,50000,51.359375,64,False,117623,0.85685073,3.09e-06,2024,0.18121206,True,NaN,NaN,NaN,11.0,46,2
-15,50000,32.632812,256,False,1773,0.95427356,2.285e-05,798,0.09866776,True,NaN,NaN,NaN,87.0,46,0
-15,50000,12.4453125,256,False,1773,0.95427356,2.285e-05,798,0.09866776,True,NaN,NaN,NaN,87.0,46,1
-15,50000,9.6328125,256,False,1773,0.95427356,2.285e-05,798,0.09866776,True,NaN,NaN,NaN,87.0,46,2
-16,50000,99.09375,64,False,78040,0.85758611,0.02362363,1903,0.0837656,False,NaN,NaN,NaN,NaN,46,0
-16,50000,139.29688,64,False,78040,0.85758611,0.02362363,1903,0.0837656,False,NaN,NaN,NaN,NaN,46,1
-16,50000,93.78125,64,False,78040,0.85758611,0.02362363,1903,0.0837656,False,NaN,NaN,NaN,NaN,46,2
-17,50000,231.24219,128,False,82005,0.80042539,0.00598875,1128,0.04923557,True,NaN,NaN,NaN,37.0,46,0
-17,50000,486.39062,128,False,82005,0.80042539,0.00598875,1128,0.04923557,True,NaN,NaN,NaN,37.0,46,1
-17,50000,163.375,128,False,82005,0.80042539,0.00598875,1128,0.04923557,True,NaN,NaN,NaN,37.0,46,2
+12,50000,9.2734375,64,True,81855,0.94889846,0.01026141,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,,46,0
+12,50000,40.101562,64,True,81855,0.94889846,0.01026141,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,,46,1
+12,50000,21.242188,64,True,81855,0.94889846,0.01026141,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,,46,2
+13,50000,211.20312,256,False,9516,0.6653367,7.675e-05,522,0.04481315,True,,,,46.0,46,0
+13,50000,469.48438,256,False,9516,0.6653367,7.675e-05,522,0.04481315,True,,,,46.0,46,1
+13,50000,500.0,256,False,9516,0.6653367,7.675e-05,522,0.04481315,True,,,,46.0,46,2
+14,50000,9.3125,64,False,117623,0.85685073,3.09e-06,2024,0.18121206,True,,,,11.0,46,0
+14,50000,9.328125,64,False,117623,0.85685073,3.09e-06,2024,0.18121206,True,,,,11.0,46,1
+14,50000,51.359375,64,False,117623,0.85685073,3.09e-06,2024,0.18121206,True,,,,11.0,46,2
+15,50000,32.632812,256,False,1773,0.95427356,2.285e-05,798,0.09866776,True,,,,87.0,46,0
+15,50000,12.4453125,256,False,1773,0.95427356,2.285e-05,798,0.09866776,True,,,,87.0,46,1
+15,50000,9.6328125,256,False,1773,0.95427356,2.285e-05,798,0.09866776,True,,,,87.0,46,2
+16,50000,99.09375,64,False,78040,0.85758611,0.02362363,1903,0.0837656,False,,,,,46,0
+16,50000,139.29688,64,False,78040,0.85758611,0.02362363,1903,0.0837656,False,,,,,46,1
+16,50000,93.78125,64,False,78040,0.85758611,0.02362363,1903,0.0837656,False,,,,,46,2
+17,50000,231.24219,128,False,82005,0.80042539,0.00598875,1128,0.04923557,True,,,,37.0,46,0
+17,50000,486.39062,128,False,82005,0.80042539,0.00598875,1128,0.04923557,True,,,,37.0,46,1
+17,50000,163.375,128,False,82005,0.80042539,0.00598875,1128,0.04923557,True,,,,37.0,46,2
 18,50000,487.375,64,True,39339,0.6174475,0.00653467,314,0.17649297,True,0.67555296,0.03814238,2.5e-07,28.0,46,0
 18,50000,500.0,64,True,39339,0.6174475,0.00653467,314,0.17649297,True,0.67555296,0.03814238,2.5e-07,28.0,46,1
 18,50000,300.85156,64,True,39339,0.6174475,0.00653467,314,0.17649297,True,0.67555296,0.03814238,2.5e-07,28.0,46,2
-19,50000,49.882812,256,True,1308,0.99299644,1.119e-05,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,NaN,46,0
-19,50000,45.890625,256,True,1308,0.99299644,1.119e-05,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,NaN,46,1
-19,50000,59.242188,256,True,1308,0.99299644,1.119e-05,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,NaN,46,2
-20,50000,500.0,128,False,105132,0.51960703,4.602e-05,809,0.13086235,True,NaN,NaN,NaN,94.0,46,0
-20,50000,116.36719,128,False,105132,0.51960703,4.602e-05,809,0.13086235,True,NaN,NaN,NaN,94.0,46,1
-20,50000,179.80469,128,False,105132,0.51960703,4.602e-05,809,0.13086235,True,NaN,NaN,NaN,94.0,46,2
-21,50000,89.03906,256,True,2870,0.78466348,2.16e-06,1137,0.02356971,False,0.48827003,0.78391394,0.00043113,NaN,46,0
-21,50000,91.796875,256,True,2870,0.78466348,2.16e-06,1137,0.02356971,False,0.48827003,0.78391394,0.00043113,NaN,46,1
-21,50000,47.671875,256,True,2870,0.78466348,2.16e-06,1137,0.02356971,False,0.48827003,0.78391394,0.00043113,NaN,46,2
+19,50000,49.882812,256,True,1308,0.99299644,1.119e-05,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,,46,0
+19,50000,45.890625,256,True,1308,0.99299644,1.119e-05,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,,46,1
+19,50000,59.242188,256,True,1308,0.99299644,1.119e-05,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,,46,2
+20,50000,500.0,128,False,105132,0.51960703,4.602e-05,809,0.13086235,True,,,,94.0,46,0
+20,50000,116.36719,128,False,105132,0.51960703,4.602e-05,809,0.13086235,True,,,,94.0,46,1
+20,50000,179.80469,128,False,105132,0.51960703,4.602e-05,809,0.13086235,True,,,,94.0,46,2
+21,50000,89.03906,256,True,2870,0.78466348,2.16e-06,1137,0.02356971,False,0.48827003,0.78391394,0.00043113,,46,0
+21,50000,91.796875,256,True,2870,0.78466348,2.16e-06,1137,0.02356971,False,0.48827003,0.78391394,0.00043113,,46,1
+21,50000,47.671875,256,True,2870,0.78466348,2.16e-06,1137,0.02356971,False,0.48827003,0.78391394,0.00043113,,46,2
 22,50000,9.2734375,256,True,114589,0.73004447,0.01506559,82,0.05563632,True,0.54829583,0.58274402,1.019e-05,66.0,46,0
 22,50000,35.03125,256,True,114589,0.73004447,0.01506559,82,0.05563632,True,0.54829583,0.58274402,1.019e-05,66.0,46,1
 22,50000,62.171875,256,True,114589,0.73004447,0.01506559,82,0.05563632,True,0.54829583,0.58274402,1.019e-05,66.0,46,2
-23,50000,158.44531,256,False,58809,0.98006682,2.9e-05,1656,0.16124832,False,NaN,NaN,NaN,NaN,46,0
-23,50000,232.24219,256,False,58809,0.98006682,2.9e-05,1656,0.16124832,False,NaN,NaN,NaN,NaN,46,1
-23,50000,500.0,256,False,58809,0.98006682,2.9e-05,1656,0.16124832,False,NaN,NaN,NaN,NaN,46,2
-24,50000,74.84375,128,True,17228,0.74247039,0.00071601,539,0.14001727,False,0.46990778,0.9258991,3.1e-07,NaN,46,0
-24,50000,78.015625,128,True,17228,0.74247039,0.00071601,539,0.14001727,False,0.46990778,0.9258991,3.1e-07,NaN,46,1
-24,50000,66.49219,128,True,17228,0.74247039,0.00071601,539,0.14001727,False,0.46990778,0.9258991,3.1e-07,NaN,46,2
-25,50000,20.867188,256,True,52212,0.6078756,0.01467093,635,0.06021954,False,0.91931402,0.86409075,2.77e-06,NaN,46,0
-25,50000,29.859375,256,True,52212,0.6078756,0.01467093,635,0.06021954,False,0.91931402,0.86409075,2.77e-06,NaN,46,1
-25,50000,45.5,256,True,52212,0.6078756,0.01467093,635,0.06021954,False,0.91931402,0.86409075,2.77e-06,NaN,46,2
-26,50000,95.984375,128,False,47254,0.51521765,0.00066765,1689,0.0942747,False,NaN,NaN,NaN,NaN,46,0
-26,50000,103.90625,128,False,47254,0.51521765,0.00066765,1689,0.0942747,False,NaN,NaN,NaN,NaN,46,1
-26,50000,500.0,128,False,47254,0.51521765,0.00066765,1689,0.0942747,False,NaN,NaN,NaN,NaN,46,2
+23,50000,158.44531,256,False,58809,0.98006682,2.9e-05,1656,0.16124832,False,,,,,46,0
+23,50000,232.24219,256,False,58809,0.98006682,2.9e-05,1656,0.16124832,False,,,,,46,1
+23,50000,500.0,256,False,58809,0.98006682,2.9e-05,1656,0.16124832,False,,,,,46,2
+24,50000,74.84375,128,True,17228,0.74247039,0.00071601,539,0.14001727,False,0.46990778,0.9258991,3.1e-07,,46,0
+24,50000,78.015625,128,True,17228,0.74247039,0.00071601,539,0.14001727,False,0.46990778,0.9258991,3.1e-07,,46,1
+24,50000,66.49219,128,True,17228,0.74247039,0.00071601,539,0.14001727,False,0.46990778,0.9258991,3.1e-07,,46,2
+25,50000,20.867188,256,True,52212,0.6078756,0.01467093,635,0.06021954,False,0.91931402,0.86409075,2.77e-06,,46,0
+25,50000,29.859375,256,True,52212,0.6078756,0.01467093,635,0.06021954,False,0.91931402,0.86409075,2.77e-06,,46,1
+25,50000,45.5,256,True,52212,0.6078756,0.01467093,635,0.06021954,False,0.91931402,0.86409075,2.77e-06,,46,2
+26,50000,95.984375,128,False,47254,0.51521765,0.00066765,1689,0.0942747,False,,,,,46,0
+26,50000,103.90625,128,False,47254,0.51521765,0.00066765,1689,0.0942747,False,,,,,46,1
+26,50000,500.0,128,False,47254,0.51521765,0.00066765,1689,0.0942747,False,,,,,46,2
 27,50000,500.0,256,True,3117,0.73593861,0.00092579,551,0.08994078,True,0.98326546,0.4557987,2.587e-05,33.0,46,0
 27,50000,156.94531,256,True,3117,0.73593861,0.00092579,551,0.08994078,True,0.98326546,0.4557987,2.587e-05,33.0,46,1
 27,50000,78.09375,256,True,3117,0.73593861,0.00092579,551,0.08994078,True,0.98326546,0.4557987,2.587e-05,33.0,46,2
-28,50000,190.39844,128,False,40439,0.67653804,5.12e-06,1614,0.10158356,True,NaN,NaN,NaN,36.0,46,0
-28,50000,153.5,128,False,40439,0.67653804,5.12e-06,1614,0.10158356,True,NaN,NaN,NaN,36.0,46,1
-28,50000,154.5625,128,False,40439,0.67653804,5.12e-06,1614,0.10158356,True,NaN,NaN,NaN,36.0,46,2
-29,50000,9.2734375,64,True,84607,0.63828504,0.0043805,1019,0.02883898,False,0.86351878,0.43955964,3.232e-05,NaN,46,0
-29,50000,9.3828125,64,True,84607,0.63828504,0.0043805,1019,0.02883898,False,0.86351878,0.43955964,3.232e-05,NaN,46,1
-29,50000,9.4921875,64,True,84607,0.63828504,0.0043805,1019,0.02883898,False,0.86351878,0.43955964,3.232e-05,NaN,46,2
+28,50000,190.39844,128,False,40439,0.67653804,5.12e-06,1614,0.10158356,True,,,,36.0,46,0
+28,50000,153.5,128,False,40439,0.67653804,5.12e-06,1614,0.10158356,True,,,,36.0,46,1
+28,50000,154.5625,128,False,40439,0.67653804,5.12e-06,1614,0.10158356,True,,,,36.0,46,2
+29,50000,9.2734375,64,True,84607,0.63828504,0.0043805,1019,0.02883898,False,0.86351878,0.43955964,3.232e-05,,46,0
+29,50000,9.3828125,64,True,84607,0.63828504,0.0043805,1019,0.02883898,False,0.86351878,0.43955964,3.232e-05,,46,1
+29,50000,9.4921875,64,True,84607,0.63828504,0.0043805,1019,0.02883898,False,0.86351878,0.43955964,3.232e-05,,46,2
 30,50000,100.88281,256,True,92535,0.58676605,0.00111558,621,0.12391523,True,0.02929697,0.8624734,1.14e-06,29.0,46,0
 30,50000,500.0,256,True,92535,0.58676605,0.00111558,621,0.12391523,True,0.02929697,0.8624734,1.14e-06,29.0,46,1
 30,50000,94.47656,256,True,92535,0.58676605,0.00111558,621,0.12391523,True,0.02929697,0.8624734,1.14e-06,29.0,46,2
-31,50000,9.4296875,64,True,96225,0.73148228,0.00180823,1453,0.14947533,False,0.4513842,0.77442635,0.0005287,NaN,46,0
-31,50000,43.679688,64,True,96225,0.73148228,0.00180823,1453,0.14947533,False,0.4513842,0.77442635,0.0005287,NaN,46,1
-31,50000,47.578125,64,True,96225,0.73148228,0.00180823,1453,0.14947533,False,0.4513842,0.77442635,0.0005287,NaN,46,2
+31,50000,9.4296875,64,True,96225,0.73148228,0.00180823,1453,0.14947533,False,0.4513842,0.77442635,0.0005287,,46,0
+31,50000,43.679688,64,True,96225,0.73148228,0.00180823,1453,0.14947533,False,0.4513842,0.77442635,0.0005287,,46,1
+31,50000,47.578125,64,True,96225,0.73148228,0.00180823,1453,0.14947533,False,0.4513842,0.77442635,0.0005287,,46,2

rs/cc_continuous_mountain_car_sac.csv

@@ -1,334 +1,334 @@
 config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.learning_rate,hp_config.learning_starts,hp_config.reward_scale,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.tau,optimisation_seed,seed
-0,50000,-0.55389962,1024,True,38218,0.00347027,5311,1.6722697,False,0.46150928,0.05598591,6.732e-05,NaN,42,0
-0,50000,-0.00974445,1024,True,38218,0.00347027,5311,1.6722697,False,0.46150928,0.05598591,6.732e-05,NaN,42,1
-0,50000,-1.70090307,1024,True,38218,0.00347027,5311,1.6722697,False,0.46150928,0.05598591,6.732e-05,NaN,42,2
-1,50000,-0.03673206,512,False,73433,0.04298276,7869,0.34889767,True,NaN,NaN,NaN,0.37711007,42,0
-1,50000,-0.01430582,512,False,73433,0.04298276,7869,0.34889767,True,NaN,NaN,NaN,0.37711007,42,1
-1,50000,-0.00497847,512,False,73433,0.04298276,7869,0.34889767,True,NaN,NaN,NaN,0.37711007,42,2
-2,50000,-0.00013793,1024,False,99830,0.00013731,5116,0.66185956,False,NaN,NaN,NaN,NaN,42,0
-2,50000,-1.45742863,1024,False,99830,0.00013731,5116,0.66185956,False,NaN,NaN,NaN,NaN,42,1
-2,50000,-0.00397222,1024,False,99830,0.00013731,5116,0.66185956,False,NaN,NaN,NaN,NaN,42,2
-3,50000,-0.00198379,1024,False,53757,5.5e-06,854,0.30138649,False,NaN,NaN,NaN,NaN,42,0
-3,50000,-0.00675095,1024,False,53757,5.5e-06,854,0.30138649,False,NaN,NaN,NaN,NaN,42,1
-3,50000,-0.00323487,1024,False,53757,5.5e-06,854,0.30138649,False,NaN,NaN,NaN,NaN,42,2
-4,50000,-0.03731636,256,True,17670,0.00038298,7158,5.15998672,False,0.01910508,0.55324645,2e-08,NaN,42,0
-4,50000,-0.0169938,256,True,17670,0.00038298,7158,5.15998672,False,0.01910508,0.55324645,2e-08,NaN,42,1
-4,50000,-0.06238928,256,True,17670,0.00038298,7158,5.15998672,False,0.01910508,0.55324645,2e-08,NaN,42,2
+0,50000,-0.55389962,1024,True,38218,0.00347027,5311,1.6722697,False,0.46150928,0.05598591,6.732e-05,,42,0
+0,50000,-0.00974445,1024,True,38218,0.00347027,5311,1.6722697,False,0.46150928,0.05598591,6.732e-05,,42,1
+0,50000,-1.70090307,1024,True,38218,0.00347027,5311,1.6722697,False,0.46150928,0.05598591,6.732e-05,,42,2
+1,50000,-0.03673206,512,False,73433,0.04298276,7869,0.34889767,True,,,,0.37711007,42,0
+1,50000,-0.01430582,512,False,73433,0.04298276,7869,0.34889767,True,,,,0.37711007,42,1
+1,50000,-0.00497847,512,False,73433,0.04298276,7869,0.34889767,True,,,,0.37711007,42,2
+2,50000,-0.00013793,1024,False,99830,0.00013731,5116,0.66185956,False,,,,,42,0
+2,50000,-1.45742863,1024,False,99830,0.00013731,5116,0.66185956,False,,,,,42,1
+2,50000,-0.00397222,1024,False,99830,0.00013731,5116,0.66185956,False,,,,,42,2
+3,50000,-0.00198379,1024,False,53757,5.5e-06,854,0.30138649,False,,,,,42,0
+3,50000,-0.00675095,1024,False,53757,5.5e-06,854,0.30138649,False,,,,,42,1
+3,50000,-0.00323487,1024,False,53757,5.5e-06,854,0.30138649,False,,,,,42,2
+4,50000,-0.03731636,256,True,17670,0.00038298,7158,5.15998672,False,0.01910508,0.55324645,2e-08,,42,0
+4,50000,-0.0169938,256,True,17670,0.00038298,7158,5.15998672,False,0.01910508,0.55324645,2e-08,,42,1
+4,50000,-0.06238928,256,True,17670,0.00038298,7158,5.15998672,False,0.01910508,0.55324645,2e-08,,42,2
 5,50000,-0.00455104,512,True,50401,0.00029013,7679,5.84773986,True,0.3015044,0.56123325,1.19e-06,0.74336093,42,0
 5,50000,-0.00333572,512,True,50401,0.00029013,7679,5.84773986,True,0.3015044,0.56123325,1.19e-06,0.74336093,42,1
 5,50000,-0.00043861,512,True,50401,0.00029013,7679,5.84773986,True,0.3015044,0.56123325,1.19e-06,0.74336093,42,2
-6,50000,0.0,1024,False,90936,0.0032347,5919,9.19775372,True,NaN,NaN,NaN,0.44458171,42,0
-6,50000,0.0,1024,False,90936,0.0032347,5919,9.19775372,True,NaN,NaN,NaN,0.44458171,42,1
-6,50000,0.0,1024,False,90936,0.0032347,5919,9.19775372,True,NaN,NaN,NaN,0.44458171,42,2
-7,50000,-0.60279504,256,True,6261,2.51e-05,8130,3.27862858,False,0.02698949,0.65327595,0.0,NaN,42,0
-7,50000,-0.12033879,256,True,6261,2.51e-05,8130,3.27862858,False,0.02698949,0.65327595,0.0,NaN,42,1
-7,50000,-0.03295815,256,True,6261,2.51e-05,8130,3.27862858,False,0.02698949,0.65327595,0.0,NaN,42,2
+6,50000,0.0,1024,False,90936,0.0032347,5919,9.19775372,True,,,,0.44458171,42,0
+6,50000,0.0,1024,False,90936,0.0032347,5919,9.19775372,True,,,,0.44458171,42,1
+6,50000,0.0,1024,False,90936,0.0032347,5919,9.19775372,True,,,,0.44458171,42,2
+7,50000,-0.60279504,256,True,6261,2.51e-05,8130,3.27862858,False,0.02698949,0.65327595,0.0,,42,0
+7,50000,-0.12033879,256,True,6261,2.51e-05,8130,3.27862858,False,0.02698949,0.65327595,0.0,,42,1
+7,50000,-0.03295815,256,True,6261,2.51e-05,8130,3.27862858,False,0.02698949,0.65327595,0.0,,42,2
 8,50000,91.45618662,512,True,98880,9.53e-06,2082,2.43097626,True,0.7531086,0.77864883,5.68e-06,0.82819289,42,0
 8,50000,-0.00667746,512,True,98880,9.53e-06,2082,2.43097626,True,0.7531086,0.77864883,5.68e-06,0.82819289,42,1
 8,50000,-0.07603491,512,True,98880,9.53e-06,2082,2.43097626,True,0.7531086,0.77864883,5.68e-06,0.82819289,42,2
-9,50000,-0.04002959,256,True,6510,0.00058683,7860,0.76394308,False,0.84009596,0.15513877,2.522e-05,NaN,42,0
-9,50000,-0.00021546,256,True,6510,0.00058683,7860,0.76394308,False,0.84009596,0.15513877,2.522e-05,NaN,42,1
-9,50000,-0.00592175,256,True,6510,0.00058683,7860,0.76394308,False,0.84009596,0.15513877,2.522e-05,NaN,42,2
+9,50000,-0.04002959,256,True,6510,0.00058683,7860,0.76394308,False,0.84009596,0.15513877,2.522e-05,,42,0
+9,50000,-0.00021546,256,True,6510,0.00058683,7860,0.76394308,False,0.84009596,0.15513877,2.522e-05,,42,1
+9,50000,-0.00592175,256,True,6510,0.00058683,7860,0.76394308,False,0.84009596,0.15513877,2.522e-05,,42,2
 10,50000,0.0,1024,True,31379,0.00176219,7576,4.01993007,True,0.55831574,0.45999565,3e-08,0.28460737,42,0
 10,50000,0.0,1024,True,31379,0.00176219,7576,4.01993007,True,0.55831574,0.45999565,3e-08,0.28460737,42,1
 10,50000,0.0,1024,True,31379,0.00176219,7576,4.01993007,True,0.55831574,0.45999565,3e-08,0.28460737,42,2
 11,50000,-0.01385048,256,True,36571,2.4e-06,9,0.1129104,True,0.83087258,0.02353525,3.68e-05,0.24867398,42,0
 11,50000,-0.00156137,256,True,36571,2.4e-06,9,0.1129104,True,0.83087258,0.02353525,3.68e-05,0.24867398,42,1
 11,50000,-0.00254532,256,True,36571,2.4e-06,9,0.1129104,True,0.83087258,0.02353525,3.68e-05,0.24867398,42,2
-12,50000,-0.03509013,256,False,50946,0.00057482,3374,6.40180022,True,NaN,NaN,NaN,0.63706685,42,0
-12,50000,-0.00153732,256,False,50946,0.00057482,3374,6.40180022,True,NaN,NaN,NaN,0.63706685,42,1
-12,50000,-0.00016162,256,False,50946,0.00057482,3374,6.40180022,True,NaN,NaN,NaN,0.63706685,42,2
-13,50000,-0.19181463,1024,False,76721,6.99e-06,6376,0.15296116,False,NaN,NaN,NaN,NaN,42,0
-13,50000,-2.71531586,1024,False,76721,6.99e-06,6376,0.15296116,False,NaN,NaN,NaN,NaN,42,1
-13,50000,89.02578815,1024,False,76721,6.99e-06,6376,0.15296116,False,NaN,NaN,NaN,NaN,42,2
-14,50000,-0.0041338,256,True,115837,0.00092889,4206,0.47303543,False,0.11076465,0.29224422,1.1e-07,NaN,42,0
-14,50000,-0.00515625,256,True,115837,0.00092889,4206,0.47303543,False,0.11076465,0.29224422,1.1e-07,NaN,42,1
-14,50000,-0.01297872,256,True,115837,0.00092889,4206,0.47303543,False,0.11076465,0.29224422,1.1e-07,NaN,42,2
-15,50000,-0.00413663,256,True,31129,0.00034518,1828,1.54087069,False,0.26209425,0.41772251,0.0,NaN,42,0
-15,50000,-0.22636071,256,True,31129,0.00034518,1828,1.54087069,False,0.26209425,0.41772251,0.0,NaN,42,1
-15,50000,-1.347e-05,256,True,31129,0.00034518,1828,1.54087069,False,0.26209425,0.41772251,0.0,NaN,42,2
+12,50000,-0.03509013,256,False,50946,0.00057482,3374,6.40180022,True,,,,0.63706685,42,0
+12,50000,-0.00153732,256,False,50946,0.00057482,3374,6.40180022,True,,,,0.63706685,42,1
+12,50000,-0.00016162,256,False,50946,0.00057482,3374,6.40180022,True,,,,0.63706685,42,2
+13,50000,-0.19181463,1024,False,76721,6.99e-06,6376,0.15296116,False,,,,,42,0
+13,50000,-2.71531586,1024,False,76721,6.99e-06,6376,0.15296116,False,,,,,42,1
+13,50000,89.02578815,1024,False,76721,6.99e-06,6376,0.15296116,False,,,,,42,2
+14,50000,-0.0041338,256,True,115837,0.00092889,4206,0.47303543,False,0.11076465,0.29224422,1.1e-07,,42,0
+14,50000,-0.00515625,256,True,115837,0.00092889,4206,0.47303543,False,0.11076465,0.29224422,1.1e-07,,42,1
+14,50000,-0.01297872,256,True,115837,0.00092889,4206,0.47303543,False,0.11076465,0.29224422,1.1e-07,,42,2
+15,50000,-0.00413663,256,True,31129,0.00034518,1828,1.54087069,False,0.26209425,0.41772251,0.0,,42,0
+15,50000,-0.22636071,256,True,31129,0.00034518,1828,1.54087069,False,0.26209425,0.41772251,0.0,,42,1
+15,50000,-1.347e-05,256,True,31129,0.00034518,1828,1.54087069,False,0.26209425,0.41772251,0.0,,42,2
 16,50000,-0.03063728,512,True,21635,0.00259962,5984,0.51371814,True,0.63143097,0.53812648,2e-08,0.87799798,42,0
 16,50000,-0.01754376,512,True,21635,0.00259962,5984,0.51371814,True,0.63143097,0.53812648,2e-08,0.87799798,42,1
 16,50000,-0.02905564,512,True,21635,0.00259962,5984,0.51371814,True,0.63143097,0.53812648,2e-08,0.87799798,42,2
-17,50000,-0.00688357,1024,False,17502,1.815e-05,6166,1.02748942,False,NaN,NaN,NaN,NaN,42,0
-17,50000,-0.07419047,1024,False,17502,1.815e-05,6166,1.02748942,False,NaN,NaN,NaN,NaN,42,1
-17,50000,-0.01015956,1024,False,17502,1.815e-05,6166,1.02748942,False,NaN,NaN,NaN,NaN,42,2
+17,50000,-0.00688357,1024,False,17502,1.815e-05,6166,1.02748942,False,,,,,42,0
+17,50000,-0.07419047,1024,False,17502,1.815e-05,6166,1.02748942,False,,,,,42,1
+17,50000,-0.01015956,1024,False,17502,1.815e-05,6166,1.02748942,False,,,,,42,2
 18,50000,-0.00425054,512,True,109642,0.00486975,1990,3.63907843,True,0.42047788,0.07640571,1e-08,0.77777234,42,0
 18,50000,-0.00734779,512,True,109642,0.00486975,1990,3.63907843,True,0.42047788,0.07640571,1e-08,0.77777234,42,1
 18,50000,-0.00164492,512,True,109642,0.00486975,1990,3.63907843,True,0.42047788,0.07640571,1e-08,0.77777234,42,2
-19,50000,-0.02701725,512,True,100809,6.04e-06,7221,2.02065521,False,0.94496563,0.63690837,1.64e-06,NaN,42,0
-19,50000,-0.02220722,512,True,100809,6.04e-06,7221,2.02065521,False,0.94496563,0.63690837,1.64e-06,NaN,42,1
-19,50000,-0.01170274,512,True,100809,6.04e-06,7221,2.02065521,False,0.94496563,0.63690837,1.64e-06,NaN,42,2
-20,50000,-0.00143682,512,False,46672,0.00022664,4033,4.67584895,True,NaN,NaN,NaN,0.83972589,42,0
-20,50000,-0.21003985,512,False,46672,0.00022664,4033,4.67584895,True,NaN,NaN,NaN,0.83972589,42,1
-20,50000,-0.23580914,512,False,46672,0.00022664,4033,4.67584895,True,NaN,NaN,NaN,0.83972589,42,2
-21,50000,-0.00171379,512,False,54026,3.059e-05,6212,4.82013632,False,NaN,NaN,NaN,NaN,42,0
-21,50000,-0.01679735,512,False,54026,3.059e-05,6212,4.82013632,False,NaN,NaN,NaN,NaN,42,1
-21,50000,-0.01021305,512,False,54026,3.059e-05,6212,4.82013632,False,NaN,NaN,NaN,NaN,42,2
-22,50000,-8.066e-05,256,False,63576,1.57e-06,390,8.75218503,False,NaN,NaN,NaN,NaN,42,0
-22,50000,0.0,256,False,63576,1.57e-06,390,8.75218503,False,NaN,NaN,NaN,NaN,42,1
-22,50000,-0.0023825,256,False,63576,1.57e-06,390,8.75218503,False,NaN,NaN,NaN,NaN,42,2
+19,50000,-0.02701725,512,True,100809,6.04e-06,7221,2.02065521,False,0.94496563,0.63690837,1.64e-06,,42,0
+19,50000,-0.02220722,512,True,100809,6.04e-06,7221,2.02065521,False,0.94496563,0.63690837,1.64e-06,,42,1
+19,50000,-0.01170274,512,True,100809,6.04e-06,7221,2.02065521,False,0.94496563,0.63690837,1.64e-06,,42,2
+20,50000,-0.00143682,512,False,46672,0.00022664,4033,4.67584895,True,,,,0.83972589,42,0
+20,50000,-0.21003985,512,False,46672,0.00022664,4033,4.67584895,True,,,,0.83972589,42,1
+20,50000,-0.23580914,512,False,46672,0.00022664,4033,4.67584895,True,,,,0.83972589,42,2
+21,50000,-0.00171379,512,False,54026,3.059e-05,6212,4.82013632,False,,,,,42,0
+21,50000,-0.01679735,512,False,54026,3.059e-05,6212,4.82013632,False,,,,,42,1
+21,50000,-0.01021305,512,False,54026,3.059e-05,6212,4.82013632,False,,,,,42,2
+22,50000,-8.066e-05,256,False,63576,1.57e-06,390,8.75218503,False,,,,,42,0
+22,50000,0.0,256,False,63576,1.57e-06,390,8.75218503,False,,,,,42,1
+22,50000,-0.0023825,256,False,63576,1.57e-06,390,8.75218503,False,,,,,42,2
 23,50000,0.0,256,True,52208,0.00080128,4435,0.39139587,True,0.13319318,0.98250721,5.21e-06,0.83233609,42,0
 23,50000,0.0,256,True,52208,0.00080128,4435,0.39139587,True,0.13319318,0.98250721,5.21e-06,0.83233609,42,1
 23,50000,0.0,256,True,52208,0.00080128,4435,0.39139587,True,0.13319318,0.98250721,5.21e-06,0.83233609,42,2
-24,50000,-1.56772715,512,False,77922,2.001e-05,7906,1.44601373,True,NaN,NaN,NaN,0.88407721,42,0
-24,50000,-0.51840032,512,False,77922,2.001e-05,7906,1.44601373,True,NaN,NaN,NaN,0.88407721,42,1
-24,50000,7.66617429,512,False,77922,2.001e-05,7906,1.44601373,True,NaN,NaN,NaN,0.88407721,42,2
-25,50000,-0.00051696,1024,False,114016,0.01531322,6150,4.36409137,True,NaN,NaN,NaN,0.11148463,42,0
-25,50000,-0.01010964,1024,False,114016,0.01531322,6150,4.36409137,True,NaN,NaN,NaN,0.11148463,42,1
-25,50000,-0.02233081,1024,False,114016,0.01531322,6150,4.36409137,True,NaN,NaN,NaN,0.11148463,42,2
-26,50000,-0.04358789,256,True,68913,0.00016974,7813,1.13252603,False,0.95135493,0.64214069,2.955e-05,NaN,42,0
-26,50000,-0.06771009,256,True,68913,0.00016974,7813,1.13252603,False,0.95135493,0.64214069,2.955e-05,NaN,42,1
-26,50000,-0.00054124,256,True,68913,0.00016974,7813,1.13252603,False,0.95135493,0.64214069,2.955e-05,NaN,42,2
-27,50000,-0.00051603,256,False,62812,0.04020122,1875,0.44859138,True,NaN,NaN,NaN,0.5640522,42,0
-27,50000,-0.00596694,256,False,62812,0.04020122,1875,0.44859138,True,NaN,NaN,NaN,0.5640522,42,1
-27,50000,-0.00033759,256,False,62812,0.04020122,1875,0.44859138,True,NaN,NaN,NaN,0.5640522,42,2
-28,50000,-0.00393118,256,False,99417,1.61e-06,2056,7.84695072,True,NaN,NaN,NaN,0.6621207,42,0
-28,50000,-0.00247889,256,False,99417,1.61e-06,2056,7.84695072,True,NaN,NaN,NaN,0.6621207,42,1
-28,50000,-0.00263577,256,False,99417,1.61e-06,2056,7.84695072,True,NaN,NaN,NaN,0.6621207,42,2
-29,50000,-0.02091365,256,True,112846,0.0043236,6675,1.50008807,False,0.59642683,0.73578189,2e-08,NaN,42,0
-29,50000,-0.00217063,256,True,112846,0.0043236,6675,1.50008807,False,0.59642683,0.73578189,2e-08,NaN,42,1
-29,50000,-0.00708362,256,True,112846,0.0043236,6675,1.50008807,False,0.59642683,0.73578189,2e-08,NaN,42,2
+24,50000,-1.56772715,512,False,77922,2.001e-05,7906,1.44601373,True,,,,0.88407721,42,0
+24,50000,-0.51840032,512,False,77922,2.001e-05,7906,1.44601373,True,,,,0.88407721,42,1
+24,50000,7.66617429,512,False,77922,2.001e-05,7906,1.44601373,True,,,,0.88407721,42,2
+25,50000,-0.00051696,1024,False,114016,0.01531322,6150,4.36409137,True,,,,0.11148463,42,0
+25,50000,-0.01010964,1024,False,114016,0.01531322,6150,4.36409137,True,,,,0.11148463,42,1
+25,50000,-0.02233081,1024,False,114016,0.01531322,6150,4.36409137,True,,,,0.11148463,42,2
+26,50000,-0.04358789,256,True,68913,0.00016974,7813,1.13252603,False,0.95135493,0.64214069,2.955e-05,,42,0
+26,50000,-0.06771009,256,True,68913,0.00016974,7813,1.13252603,False,0.95135493,0.64214069,2.955e-05,,42,1
+26,50000,-0.00054124,256,True,68913,0.00016974,7813,1.13252603,False,0.95135493,0.64214069,2.955e-05,,42,2
+27,50000,-0.00051603,256,False,62812,0.04020122,1875,0.44859138,True,,,,0.5640522,42,0
+27,50000,-0.00596694,256,False,62812,0.04020122,1875,0.44859138,True,,,,0.5640522,42,1
+27,50000,-0.00033759,256,False,62812,0.04020122,1875,0.44859138,True,,,,0.5640522,42,2
+28,50000,-0.00393118,256,False,99417,1.61e-06,2056,7.84695072,True,,,,0.6621207,42,0
+28,50000,-0.00247889,256,False,99417,1.61e-06,2056,7.84695072,True,,,,0.6621207,42,1
+28,50000,-0.00263577,256,False,99417,1.61e-06,2056,7.84695072,True,,,,0.6621207,42,2
+29,50000,-0.02091365,256,True,112846,0.0043236,6675,1.50008807,False,0.59642683,0.73578189,2e-08,,42,0
+29,50000,-0.00217063,256,True,112846,0.0043236,6675,1.50008807,False,0.59642683,0.73578189,2e-08,,42,1
+29,50000,-0.00708362,256,True,112846,0.0043236,6675,1.50008807,False,0.59642683,0.73578189,2e-08,,42,2
 30,50000,-0.03352366,512,True,109566,9.623e-05,5724,1.71510208,True,0.78397243,0.54450678,0.0,0.11227587,42,0
 30,50000,-0.01355618,512,True,109566,9.623e-05,5724,1.71510208,True,0.78397243,0.54450678,0.0,0.11227587,42,1
 30,50000,-0.03135144,512,True,109566,9.623e-05,5724,1.71510208,True,0.78397243,0.54450678,0.0,0.11227587,42,2
-31,50000,-0.39450414,1024,False,57527,0.00215934,891,0.29452529,True,NaN,NaN,NaN,0.97740244,42,0
-31,50000,-0.08825327,1024,False,57527,0.00215934,891,0.29452529,True,NaN,NaN,NaN,0.97740244,42,1
-31,50000,-0.02951146,1024,False,57527,0.00215934,891,0.29452529,True,NaN,NaN,NaN,0.97740244,42,2
-0,50000,-0.00435985,1024,False,50753,0.00137075,3089,2.21889115,False,NaN,NaN,NaN,NaN,45,0
-0,50000,-0.02887782,1024,False,50753,0.00137075,3089,2.21889115,False,NaN,NaN,NaN,NaN,45,1
-0,50000,-0.00073351,1024,False,50753,0.00137075,3089,2.21889115,False,NaN,NaN,NaN,NaN,45,2
-1,50000,-0.01325579,1024,False,74741,7.965e-05,6250,2.80559347,False,NaN,NaN,NaN,NaN,45,0
-1,50000,-0.00833767,1024,False,74741,7.965e-05,6250,2.80559347,False,NaN,NaN,NaN,NaN,45,1
-1,50000,-0.00154679,1024,False,74741,7.965e-05,6250,2.80559347,False,NaN,NaN,NaN,NaN,45,2
+31,50000,-0.39450414,1024,False,57527,0.00215934,891,0.29452529,True,,,,0.97740244,42,0
+31,50000,-0.08825327,1024,False,57527,0.00215934,891,0.29452529,True,,,,0.97740244,42,1
+31,50000,-0.02951146,1024,False,57527,0.00215934,891,0.29452529,True,,,,0.97740244,42,2
+0,50000,-0.00435985,1024,False,50753,0.00137075,3089,2.21889115,False,,,,,45,0
+0,50000,-0.02887782,1024,False,50753,0.00137075,3089,2.21889115,False,,,,,45,1
+0,50000,-0.00073351,1024,False,50753,0.00137075,3089,2.21889115,False,,,,,45,2
+1,50000,-0.01325579,1024,False,74741,7.965e-05,6250,2.80559347,False,,,,,45,0
+1,50000,-0.00833767,1024,False,74741,7.965e-05,6250,2.80559347,False,,,,,45,1
+1,50000,-0.00154679,1024,False,74741,7.965e-05,6250,2.80559347,False,,,,,45,2
 2,50000,-0.021143,512,True,109636,0.01433942,5214,0.54592386,True,0.13759644,0.15617633,0.0,0.81169916,45,0
 2,50000,-0.00256143,512,True,109636,0.01433942,5214,0.54592386,True,0.13759644,0.15617633,0.0,0.81169916,45,1
 2,50000,-0.00799588,512,True,109636,0.01433942,5214,0.54592386,True,0.13759644,0.15617633,0.0,0.81169916,45,2
-3,50000,-0.07129775,512,False,90613,3.76e-06,1791,0.45969843,False,NaN,NaN,NaN,NaN,45,0
-3,50000,-0.00034203,512,False,90613,3.76e-06,1791,0.45969843,False,NaN,NaN,NaN,NaN,45,1
-3,50000,-0.10000422,512,False,90613,3.76e-06,1791,0.45969843,False,NaN,NaN,NaN,NaN,45,2
+3,50000,-0.07129775,512,False,90613,3.76e-06,1791,0.45969843,False,,,,,45,0
+3,50000,-0.00034203,512,False,90613,3.76e-06,1791,0.45969843,False,,,,,45,1
+3,50000,-0.10000422,512,False,90613,3.76e-06,1791,0.45969843,False,,,,,45,2
 4,50000,-0.01416573,1024,True,43020,1.65e-06,2049,0.57824881,True,0.18636756,0.68754784,1e-08,0.31670909,45,0
 4,50000,-0.01241277,1024,True,43020,1.65e-06,2049,0.57824881,True,0.18636756,0.68754784,1e-08,0.31670909,45,1
 4,50000,-0.02174716,1024,True,43020,1.65e-06,2049,0.57824881,True,0.18636756,0.68754784,1e-08,0.31670909,45,2
-5,50000,-0.27073481,256,False,21594,7.11e-05,5059,1.12697343,False,NaN,NaN,NaN,NaN,45,0
-5,50000,-0.4862185,256,False,21594,7.11e-05,5059,1.12697343,False,NaN,NaN,NaN,NaN,45,1
-5,50000,-0.08555766,256,False,21594,7.11e-05,5059,1.12697343,False,NaN,NaN,NaN,NaN,45,2
+5,50000,-0.27073481,256,False,21594,7.11e-05,5059,1.12697343,False,,,,,45,0
+5,50000,-0.4862185,256,False,21594,7.11e-05,5059,1.12697343,False,,,,,45,1
+5,50000,-0.08555766,256,False,21594,7.11e-05,5059,1.12697343,False,,,,,45,2
 6,50000,-0.0064466,256,True,95817,0.01629952,6524,8.08221451,True,0.77953945,0.98925373,7.367e-05,0.48214618,45,0
 6,50000,-0.00120396,256,True,95817,0.01629952,6524,8.08221451,True,0.77953945,0.98925373,7.367e-05,0.48214618,45,1
 6,50000,-0.00199213,256,True,95817,0.01629952,6524,8.08221451,True,0.77953945,0.98925373,7.367e-05,0.48214618,45,2
 7,50000,-0.00351661,256,True,90906,0.08742195,2925,4.21109259,True,0.69307208,0.47000763,1e-07,0.42549838,45,0
 7,50000,-0.00273144,256,True,90906,0.08742195,2925,4.21109259,True,0.69307208,0.47000763,1e-07,0.42549838,45,1
 7,50000,-0.00070757,256,True,90906,0.08742195,2925,4.21109259,True,0.69307208,0.47000763,1e-07,0.42549838,45,2
-8,50000,-0.0122116,256,True,63259,0.00061351,476,3.44126473,False,0.80037474,0.19558032,6.4e-07,NaN,45,0
-8,50000,-0.00528439,256,True,63259,0.00061351,476,3.44126473,False,0.80037474,0.19558032,6.4e-07,NaN,45,1
-8,50000,-0.01564448,256,True,63259,0.00061351,476,3.44126473,False,0.80037474,0.19558032,6.4e-07,NaN,45,2
-9,50000,-0.21727495,512,False,87852,1.19e-06,567,0.21224085,True,NaN,NaN,NaN,0.94635398,45,0
-9,50000,-0.22201645,512,False,87852,1.19e-06,567,0.21224085,True,NaN,NaN,NaN,0.94635398,45,1
-9,50000,-0.0043631,512,False,87852,1.19e-06,567,0.21224085,True,NaN,NaN,NaN,0.94635398,45,2
-10,50000,-0.01351455,1024,False,108542,0.00041761,7886,4.40102637,True,NaN,NaN,NaN,0.04062122,45,0
-10,50000,-0.00398204,1024,False,108542,0.00041761,7886,4.40102637,True,NaN,NaN,NaN,0.04062122,45,1
-10,50000,-0.02747631,1024,False,108542,0.00041761,7886,4.40102637,True,NaN,NaN,NaN,0.04062122,45,2
-11,50000,-0.00486135,512,True,22243,5.925e-05,2165,0.20163759,False,0.28795341,0.77061152,7.58e-06,NaN,45,0
-11,50000,-0.01320149,512,True,22243,5.925e-05,2165,0.20163759,False,0.28795341,0.77061152,7.58e-06,NaN,45,1
-11,50000,-0.00073479,512,True,22243,5.925e-05,2165,0.20163759,False,0.28795341,0.77061152,7.58e-06,NaN,45,2
-12,50000,-0.03994146,256,False,35773,0.00077922,2464,1.00365227,False,NaN,NaN,NaN,NaN,45,0
-12,50000,-0.01836585,256,False,35773,0.00077922,2464,1.00365227,False,NaN,NaN,NaN,NaN,45,1
-12,50000,-0.00103504,256,False,35773,0.00077922,2464,1.00365227,False,NaN,NaN,NaN,NaN,45,2
-13,50000,-0.33273888,512,False,53602,0.0069485,4429,0.50748649,True,NaN,NaN,NaN,0.41661153,45,0
-13,50000,-0.60969111,512,False,53602,0.0069485,4429,0.50748649,True,NaN,NaN,NaN,0.41661153,45,1
-13,50000,-0.02190517,512,False,53602,0.0069485,4429,0.50748649,True,NaN,NaN,NaN,0.41661153,45,2
-14,50000,-0.35164097,256,False,104961,0.0208595,5798,0.34129358,False,NaN,NaN,NaN,NaN,45,0
-14,50000,-0.04570221,256,False,104961,0.0208595,5798,0.34129358,False,NaN,NaN,NaN,NaN,45,1
-14,50000,-0.04602635,256,False,104961,0.0208595,5798,0.34129358,False,NaN,NaN,NaN,NaN,45,2
-15,50000,-0.16059731,1024,False,77628,1.64e-06,6727,0.22687364,True,NaN,NaN,NaN,0.41689003,45,0
-15,50000,-0.03220137,1024,False,77628,1.64e-06,6727,0.22687364,True,NaN,NaN,NaN,0.41689003,45,1
-15,50000,-0.05743223,1024,False,77628,1.64e-06,6727,0.22687364,True,NaN,NaN,NaN,0.41689003,45,2
-16,50000,-0.01411798,512,False,73015,0.00317771,4780,0.20873756,False,NaN,NaN,NaN,NaN,45,0
-16,50000,-0.00442889,512,False,73015,0.00317771,4780,0.20873756,False,NaN,NaN,NaN,NaN,45,1
-16,50000,-0.02233413,512,False,73015,0.00317771,4780,0.20873756,False,NaN,NaN,NaN,NaN,45,2
-17,50000,-0.00401265,256,False,60992,3.716e-05,6184,0.87424619,False,NaN,NaN,NaN,NaN,45,0
-17,50000,-0.00271637,256,False,60992,3.716e-05,6184,0.87424619,False,NaN,NaN,NaN,NaN,45,1
-17,50000,-0.00489498,256,False,60992,3.716e-05,6184,0.87424619,False,NaN,NaN,NaN,NaN,45,2
-18,50000,-0.00413463,512,False,112526,0.01904657,2777,0.12581855,True,NaN,NaN,NaN,0.88609343,45,0
-18,50000,-0.00199929,512,False,112526,0.01904657,2777,0.12581855,True,NaN,NaN,NaN,0.88609343,45,1
-18,50000,-0.0388621,512,False,112526,0.01904657,2777,0.12581855,True,NaN,NaN,NaN,0.88609343,45,2
-19,50000,-0.00154843,512,True,25874,0.00019508,2330,2.43422286,False,0.42317535,0.47161245,1.849e-05,NaN,45,0
-19,50000,-0.03920069,512,True,25874,0.00019508,2330,2.43422286,False,0.42317535,0.47161245,1.849e-05,NaN,45,1
-19,50000,-0.0065971,512,True,25874,0.00019508,2330,2.43422286,False,0.42317535,0.47161245,1.849e-05,NaN,45,2
-20,50000,0.0,256,False,60690,0.00933325,6726,9.69166691,True,NaN,NaN,NaN,0.15218499,45,0
-20,50000,0.0,256,False,60690,0.00933325,6726,9.69166691,True,NaN,NaN,NaN,0.15218499,45,1
-20,50000,0.0,256,False,60690,0.00933325,6726,9.69166691,True,NaN,NaN,NaN,0.15218499,45,2
-21,50000,0.0,256,False,31982,5.86e-06,4242,1.46976685,False,NaN,NaN,NaN,NaN,45,0
-21,50000,0.0,256,False,31982,5.86e-06,4242,1.46976685,False,NaN,NaN,NaN,NaN,45,1
-21,50000,0.0,256,False,31982,5.86e-06,4242,1.46976685,False,NaN,NaN,NaN,NaN,45,2
-22,50000,-0.00180619,512,True,48380,8.299e-05,4301,0.18402698,False,0.49247245,0.94365662,0.0,NaN,45,0
-22,50000,-0.00091935,512,True,48380,8.299e-05,4301,0.18402698,False,0.49247245,0.94365662,0.0,NaN,45,1
-22,50000,-0.00190954,512,True,48380,8.299e-05,4301,0.18402698,False,0.49247245,0.94365662,0.0,NaN,45,2
-23,50000,-0.00365801,1024,False,11751,0.00271137,1639,9.01791541,False,NaN,NaN,NaN,NaN,45,0
-23,50000,-0.0833093,1024,False,11751,0.00271137,1639,9.01791541,False,NaN,NaN,NaN,NaN,45,1
-23,50000,-0.00067718,1024,False,11751,0.00271137,1639,9.01791541,False,NaN,NaN,NaN,NaN,45,2
-24,50000,-0.00229214,1024,False,111416,8.845e-05,5698,0.42592408,True,NaN,NaN,NaN,0.28580506,45,0
-24,50000,-0.00019957,1024,False,111416,8.845e-05,5698,0.42592408,True,NaN,NaN,NaN,0.28580506,45,1
-24,50000,-0.00034864,1024,False,111416,8.845e-05,5698,0.42592408,True,NaN,NaN,NaN,0.28580506,45,2
+8,50000,-0.0122116,256,True,63259,0.00061351,476,3.44126473,False,0.80037474,0.19558032,6.4e-07,,45,0
+8,50000,-0.00528439,256,True,63259,0.00061351,476,3.44126473,False,0.80037474,0.19558032,6.4e-07,,45,1
+8,50000,-0.01564448,256,True,63259,0.00061351,476,3.44126473,False,0.80037474,0.19558032,6.4e-07,,45,2
+9,50000,-0.21727495,512,False,87852,1.19e-06,567,0.21224085,True,,,,0.94635398,45,0
+9,50000,-0.22201645,512,False,87852,1.19e-06,567,0.21224085,True,,,,0.94635398,45,1
+9,50000,-0.0043631,512,False,87852,1.19e-06,567,0.21224085,True,,,,0.94635398,45,2
+10,50000,-0.01351455,1024,False,108542,0.00041761,7886,4.40102637,True,,,,0.04062122,45,0
+10,50000,-0.00398204,1024,False,108542,0.00041761,7886,4.40102637,True,,,,0.04062122,45,1
+10,50000,-0.02747631,1024,False,108542,0.00041761,7886,4.40102637,True,,,,0.04062122,45,2
+11,50000,-0.00486135,512,True,22243,5.925e-05,2165,0.20163759,False,0.28795341,0.77061152,7.58e-06,,45,0
+11,50000,-0.01320149,512,True,22243,5.925e-05,2165,0.20163759,False,0.28795341,0.77061152,7.58e-06,,45,1
+11,50000,-0.00073479,512,True,22243,5.925e-05,2165,0.20163759,False,0.28795341,0.77061152,7.58e-06,,45,2
+12,50000,-0.03994146,256,False,35773,0.00077922,2464,1.00365227,False,,,,,45,0
+12,50000,-0.01836585,256,False,35773,0.00077922,2464,1.00365227,False,,,,,45,1
+12,50000,-0.00103504,256,False,35773,0.00077922,2464,1.00365227,False,,,,,45,2
+13,50000,-0.33273888,512,False,53602,0.0069485,4429,0.50748649,True,,,,0.41661153,45,0
+13,50000,-0.60969111,512,False,53602,0.0069485,4429,0.50748649,True,,,,0.41661153,45,1
+13,50000,-0.02190517,512,False,53602,0.0069485,4429,0.50748649,True,,,,0.41661153,45,2
+14,50000,-0.35164097,256,False,104961,0.0208595,5798,0.34129358,False,,,,,45,0
+14,50000,-0.04570221,256,False,104961,0.0208595,5798,0.34129358,False,,,,,45,1
+14,50000,-0.04602635,256,False,104961,0.0208595,5798,0.34129358,False,,,,,45,2
+15,50000,-0.16059731,1024,False,77628,1.64e-06,6727,0.22687364,True,,,,0.41689003,45,0
+15,50000,-0.03220137,1024,False,77628,1.64e-06,6727,0.22687364,True,,,,0.41689003,45,1
+15,50000,-0.05743223,1024,False,77628,1.64e-06,6727,0.22687364,True,,,,0.41689003,45,2
+16,50000,-0.01411798,512,False,73015,0.00317771,4780,0.20873756,False,,,,,45,0
+16,50000,-0.00442889,512,False,73015,0.00317771,4780,0.20873756,False,,,,,45,1
+16,50000,-0.02233413,512,False,73015,0.00317771,4780,0.20873756,False,,,,,45,2
+17,50000,-0.00401265,256,False,60992,3.716e-05,6184,0.87424619,False,,,,,45,0
+17,50000,-0.00271637,256,False,60992,3.716e-05,6184,0.87424619,False,,,,,45,1
+17,50000,-0.00489498,256,False,60992,3.716e-05,6184,0.87424619,False,,,,,45,2
+18,50000,-0.00413463,512,False,112526,0.01904657,2777,0.12581855,True,,,,0.88609343,45,0
+18,50000,-0.00199929,512,False,112526,0.01904657,2777,0.12581855,True,,,,0.88609343,45,1
+18,50000,-0.0388621,512,False,112526,0.01904657,2777,0.12581855,True,,,,0.88609343,45,2
+19,50000,-0.00154843,512,True,25874,0.00019508,2330,2.43422286,False,0.42317535,0.47161245,1.849e-05,,45,0
+19,50000,-0.03920069,512,True,25874,0.00019508,2330,2.43422286,False,0.42317535,0.47161245,1.849e-05,,45,1
+19,50000,-0.0065971,512,True,25874,0.00019508,2330,2.43422286,False,0.42317535,0.47161245,1.849e-05,,45,2
+20,50000,0.0,256,False,60690,0.00933325,6726,9.69166691,True,,,,0.15218499,45,0
+20,50000,0.0,256,False,60690,0.00933325,6726,9.69166691,True,,,,0.15218499,45,1
+20,50000,0.0,256,False,60690,0.00933325,6726,9.69166691,True,,,,0.15218499,45,2
+21,50000,0.0,256,False,31982,5.86e-06,4242,1.46976685,False,,,,,45,0
+21,50000,0.0,256,False,31982,5.86e-06,4242,1.46976685,False,,,,,45,1
+21,50000,0.0,256,False,31982,5.86e-06,4242,1.46976685,False,,,,,45,2
+22,50000,-0.00180619,512,True,48380,8.299e-05,4301,0.18402698,False,0.49247245,0.94365662,0.0,,45,0
+22,50000,-0.00091935,512,True,48380,8.299e-05,4301,0.18402698,False,0.49247245,0.94365662,0.0,,45,1
+22,50000,-0.00190954,512,True,48380,8.299e-05,4301,0.18402698,False,0.49247245,0.94365662,0.0,,45,2
+23,50000,-0.00365801,1024,False,11751,0.00271137,1639,9.01791541,False,,,,,45,0
+23,50000,-0.0833093,1024,False,11751,0.00271137,1639,9.01791541,False,,,,,45,1
+23,50000,-0.00067718,1024,False,11751,0.00271137,1639,9.01791541,False,,,,,45,2
+24,50000,-0.00229214,1024,False,111416,8.845e-05,5698,0.42592408,True,,,,0.28580506,45,0
+24,50000,-0.00019957,1024,False,111416,8.845e-05,5698,0.42592408,True,,,,0.28580506,45,1
+24,50000,-0.00034864,1024,False,111416,8.845e-05,5698,0.42592408,True,,,,0.28580506,45,2
 25,50000,-0.00136695,256,True,75064,0.00049247,4418,7.71053231,True,0.14234995,0.68310611,1e-08,0.95433366,45,0
 25,50000,-0.01918651,256,True,75064,0.00049247,4418,7.71053231,True,0.14234995,0.68310611,1e-08,0.95433366,45,1
 25,50000,-0.01354438,256,True,75064,0.00049247,4418,7.71053231,True,0.14234995,0.68310611,1e-08,0.95433366,45,2
-26,50000,-0.03584837,512,True,89341,0.00715949,3546,0.68613394,False,0.28671442,0.68784277,1.9e-07,NaN,45,0
-26,50000,-0.01300046,512,True,89341,0.00715949,3546,0.68613394,False,0.28671442,0.68784277,1.9e-07,NaN,45,1
-26,50000,-0.02121652,512,True,89341,0.00715949,3546,0.68613394,False,0.28671442,0.68784277,1.9e-07,NaN,45,2
-27,50000,-0.00101301,1024,False,84626,0.00980944,723,0.30772918,False,NaN,NaN,NaN,NaN,45,0
-27,50000,-0.00704562,1024,False,84626,0.00980944,723,0.30772918,False,NaN,NaN,NaN,NaN,45,1
-27,50000,-0.00857731,1024,False,84626,0.00980944,723,0.30772918,False,NaN,NaN,NaN,NaN,45,2
-28,50000,-0.00394069,1024,True,28068,0.01034047,6111,8.25573341,False,0.63898923,0.1599271,7.037e-05,NaN,45,0
-28,50000,-0.04581107,1024,True,28068,0.01034047,6111,8.25573341,False,0.63898923,0.1599271,7.037e-05,NaN,45,1
-28,50000,-0.0050555,1024,True,28068,0.01034047,6111,8.25573341,False,0.63898923,0.1599271,7.037e-05,NaN,45,2
+26,50000,-0.03584837,512,True,89341,0.00715949,3546,0.68613394,False,0.28671442,0.68784277,1.9e-07,,45,0
+26,50000,-0.01300046,512,True,89341,0.00715949,3546,0.68613394,False,0.28671442,0.68784277,1.9e-07,,45,1
+26,50000,-0.02121652,512,True,89341,0.00715949,3546,0.68613394,False,0.28671442,0.68784277,1.9e-07,,45,2
+27,50000,-0.00101301,1024,False,84626,0.00980944,723,0.30772918,False,,,,,45,0
+27,50000,-0.00704562,1024,False,84626,0.00980944,723,0.30772918,False,,,,,45,1
+27,50000,-0.00857731,1024,False,84626,0.00980944,723,0.30772918,False,,,,,45,2
+28,50000,-0.00394069,1024,True,28068,0.01034047,6111,8.25573341,False,0.63898923,0.1599271,7.037e-05,,45,0
+28,50000,-0.04581107,1024,True,28068,0.01034047,6111,8.25573341,False,0.63898923,0.1599271,7.037e-05,,45,1
+28,50000,-0.0050555,1024,True,28068,0.01034047,6111,8.25573341,False,0.63898923,0.1599271,7.037e-05,,45,2
 29,50000,-0.02368212,256,True,109679,0.01119315,3617,0.5725414,True,0.29200808,0.80200966,3.3e-07,0.03023032,45,0
 29,50000,-0.08020381,256,True,109679,0.01119315,3617,0.5725414,True,0.29200808,0.80200966,3.3e-07,0.03023032,45,1
 29,50000,-0.11933796,256,True,109679,0.01119315,3617,0.5725414,True,0.29200808,0.80200966,3.3e-07,0.03023032,45,2
-30,50000,0.0,256,True,22884,4.799e-05,2910,0.15483369,False,0.36542633,0.52126435,5.06e-05,NaN,45,0
-30,50000,0.0,256,True,22884,4.799e-05,2910,0.15483369,False,0.36542633,0.52126435,5.06e-05,NaN,45,1
-30,50000,0.0,256,True,22884,4.799e-05,2910,0.15483369,False,0.36542633,0.52126435,5.06e-05,NaN,45,2
-31,50000,-0.01590589,512,True,24037,1.64e-06,2915,0.41661716,False,0.50785365,0.14079344,0.0,NaN,45,0
-31,50000,-0.00321142,512,True,24037,1.64e-06,2915,0.41661716,False,0.50785365,0.14079344,0.0,NaN,45,1
-31,50000,-0.01172807,512,True,24037,1.64e-06,2915,0.41661716,False,0.50785365,0.14079344,0.0,NaN,45,2
-0,50000,-0.10704816,256,False,103735,1.098e-05,7517,4.00182857,True,NaN,NaN,NaN,0.83503255,44,0
-0,50000,-0.12660874,256,False,103735,1.098e-05,7517,4.00182857,True,NaN,NaN,NaN,0.83503255,44,1
-0,50000,-0.03894144,256,False,103735,1.098e-05,7517,4.00182857,True,NaN,NaN,NaN,0.83503255,44,2
-1,50000,-0.05776193,256,False,10884,6.62e-06,2493,5.09758519,False,NaN,NaN,NaN,NaN,44,0
-1,50000,-0.28549863,256,False,10884,6.62e-06,2493,5.09758519,False,NaN,NaN,NaN,NaN,44,1
-1,50000,-0.05323094,256,False,10884,6.62e-06,2493,5.09758519,False,NaN,NaN,NaN,NaN,44,2
+30,50000,0.0,256,True,22884,4.799e-05,2910,0.15483369,False,0.36542633,0.52126435,5.06e-05,,45,0
+30,50000,0.0,256,True,22884,4.799e-05,2910,0.15483369,False,0.36542633,0.52126435,5.06e-05,,45,1
+30,50000,0.0,256,True,22884,4.799e-05,2910,0.15483369,False,0.36542633,0.52126435,5.06e-05,,45,2
+31,50000,-0.01590589,512,True,24037,1.64e-06,2915,0.41661716,False,0.50785365,0.14079344,0.0,,45,0
+31,50000,-0.00321142,512,True,24037,1.64e-06,2915,0.41661716,False,0.50785365,0.14079344,0.0,,45,1
+31,50000,-0.01172807,512,True,24037,1.64e-06,2915,0.41661716,False,0.50785365,0.14079344,0.0,,45,2
+0,50000,-0.10704816,256,False,103735,1.098e-05,7517,4.00182857,True,,,,0.83503255,44,0
+0,50000,-0.12660874,256,False,103735,1.098e-05,7517,4.00182857,True,,,,0.83503255,44,1
+0,50000,-0.03894144,256,False,103735,1.098e-05,7517,4.00182857,True,,,,0.83503255,44,2
+1,50000,-0.05776193,256,False,10884,6.62e-06,2493,5.09758519,False,,,,,44,0
+1,50000,-0.28549863,256,False,10884,6.62e-06,2493,5.09758519,False,,,,,44,1
+1,50000,-0.05323094,256,False,10884,6.62e-06,2493,5.09758519,False,,,,,44,2
 2,50000,-1.08240076,1024,True,36607,1.75e-06,104,0.14248416,True,0.26619243,0.36890697,2e-08,0.87902184,44,0
 2,50000,-0.0013559,1024,True,36607,1.75e-06,104,0.14248416,True,0.26619243,0.36890697,2e-08,0.87902184,44,1
 2,50000,-0.22403116,1024,True,36607,1.75e-06,104,0.14248416,True,0.26619243,0.36890697,2e-08,0.87902184,44,2
 3,50000,-0.00731216,512,True,75220,0.00389255,3407,0.1810504,True,0.07210869,0.98474404,2.77e-06,0.14473985,44,0
 3,50000,0.0,512,True,75220,0.00389255,3407,0.1810504,True,0.07210869,0.98474404,2.77e-06,0.14473985,44,1
 3,50000,-0.0056445,512,True,75220,0.00389255,3407,0.1810504,True,0.07210869,0.98474404,2.77e-06,0.14473985,44,2
-4,50000,0.0,1024,False,82293,0.00156647,6481,2.8024262,False,NaN,NaN,NaN,NaN,44,0
-4,50000,0.0,1024,False,82293,0.00156647,6481,2.8024262,False,NaN,NaN,NaN,NaN,44,1
-4,50000,0.0,1024,False,82293,0.00156647,6481,2.8024262,False,NaN,NaN,NaN,NaN,44,2
+4,50000,0.0,1024,False,82293,0.00156647,6481,2.8024262,False,,,,,44,0
+4,50000,0.0,1024,False,82293,0.00156647,6481,2.8024262,False,,,,,44,1
+4,50000,0.0,1024,False,82293,0.00156647,6481,2.8024262,False,,,,,44,2
 5,50000,-0.01075154,512,True,107648,0.01904429,2259,0.21027592,True,0.16227785,0.95695215,2.26e-06,0.69175759,44,0
 5,50000,-0.00067282,512,True,107648,0.01904429,2259,0.21027592,True,0.16227785,0.95695215,2.26e-06,0.69175759,44,1
 5,50000,-0.0229216,512,True,107648,0.01904429,2259,0.21027592,True,0.16227785,0.95695215,2.26e-06,0.69175759,44,2
-6,50000,-0.00140434,256,False,19723,0.01390016,909,0.1691233,False,NaN,NaN,NaN,NaN,44,0
-6,50000,-0.0332846,256,False,19723,0.01390016,909,0.1691233,False,NaN,NaN,NaN,NaN,44,1
-6,50000,-0.03352165,256,False,19723,0.01390016,909,0.1691233,False,NaN,NaN,NaN,NaN,44,2
-7,50000,-63.77794698,512,False,61060,2.119e-05,4073,0.68488375,False,NaN,NaN,NaN,NaN,44,0
-7,50000,-36.45123293,512,False,61060,2.119e-05,4073,0.68488375,False,NaN,NaN,NaN,NaN,44,1
-7,50000,-95.91288819,512,False,61060,2.119e-05,4073,0.68488375,False,NaN,NaN,NaN,NaN,44,2
+6,50000,-0.00140434,256,False,19723,0.01390016,909,0.1691233,False,,,,,44,0
+6,50000,-0.0332846,256,False,19723,0.01390016,909,0.1691233,False,,,,,44,1
+6,50000,-0.03352165,256,False,19723,0.01390016,909,0.1691233,False,,,,,44,2
+7,50000,-63.77794698,512,False,61060,2.119e-05,4073,0.68488375,False,,,,,44,0
+7,50000,-36.45123293,512,False,61060,2.119e-05,4073,0.68488375,False,,,,,44,1
+7,50000,-95.91288819,512,False,61060,2.119e-05,4073,0.68488375,False,,,,,44,2
 8,50000,-0.06078334,1024,True,39308,0.09987411,4531,0.12391938,True,0.75769651,0.03784658,1.15e-06,0.14703792,44,0
 8,50000,-0.0881645,1024,True,39308,0.09987411,4531,0.12391938,True,0.75769651,0.03784658,1.15e-06,0.14703792,44,1
 8,50000,-0.0167353,1024,True,39308,0.09987411,4531,0.12391938,True,0.75769651,0.03784658,1.15e-06,0.14703792,44,2
-9,50000,95.19612069,512,False,60636,0.06242903,295,0.56793452,False,NaN,NaN,NaN,NaN,44,0
-9,50000,-0.02306416,512,False,60636,0.06242903,295,0.56793452,False,NaN,NaN,NaN,NaN,44,1
-9,50000,95.26932873,512,False,60636,0.06242903,295,0.56793452,False,NaN,NaN,NaN,NaN,44,2
+9,50000,95.19612069,512,False,60636,0.06242903,295,0.56793452,False,,,,,44,0
+9,50000,-0.02306416,512,False,60636,0.06242903,295,0.56793452,False,,,,,44,1
+9,50000,95.26932873,512,False,60636,0.06242903,295,0.56793452,False,,,,,44,2
 10,50000,-0.03396305,512,True,54029,3.67e-06,1321,0.38398801,True,0.85834927,0.46915411,3.44e-06,0.64087897,44,0
 10,50000,-0.00822527,512,True,54029,3.67e-06,1321,0.38398801,True,0.85834927,0.46915411,3.44e-06,0.64087897,44,1
 10,50000,-0.01110859,512,True,54029,3.67e-06,1321,0.38398801,True,0.85834927,0.46915411,3.44e-06,0.64087897,44,2
-11,50000,-0.0002796,256,False,4034,0.00079652,1501,6.77600467,True,NaN,NaN,NaN,0.48670465,44,0
-11,50000,-0.0005411,256,False,4034,0.00079652,1501,6.77600467,True,NaN,NaN,NaN,0.48670465,44,1
-11,50000,-0.00042563,256,False,4034,0.00079652,1501,6.77600467,True,NaN,NaN,NaN,0.48670465,44,2
-12,50000,-0.00221949,1024,False,15070,4.774e-05,3526,0.25574027,True,NaN,NaN,NaN,0.01268589,44,0
-12,50000,-0.00148801,1024,False,15070,4.774e-05,3526,0.25574027,True,NaN,NaN,NaN,0.01268589,44,1
-12,50000,-0.01241557,1024,False,15070,4.774e-05,3526,0.25574027,True,NaN,NaN,NaN,0.01268589,44,2
-13,50000,0.0,512,True,85433,0.01915971,3263,3.22460199,False,0.39969321,0.21280439,3e-08,NaN,44,0
-13,50000,0.0,512,True,85433,0.01915971,3263,3.22460199,False,0.39969321,0.21280439,3e-08,NaN,44,1
-13,50000,0.0,512,True,85433,0.01915971,3263,3.22460199,False,0.39969321,0.21280439,3e-08,NaN,44,2
+11,50000,-0.0002796,256,False,4034,0.00079652,1501,6.77600467,True,,,,0.48670465,44,0
+11,50000,-0.0005411,256,False,4034,0.00079652,1501,6.77600467,True,,,,0.48670465,44,1
+11,50000,-0.00042563,256,False,4034,0.00079652,1501,6.77600467,True,,,,0.48670465,44,2
+12,50000,-0.00221949,1024,False,15070,4.774e-05,3526,0.25574027,True,,,,0.01268589,44,0
+12,50000,-0.00148801,1024,False,15070,4.774e-05,3526,0.25574027,True,,,,0.01268589,44,1
+12,50000,-0.01241557,1024,False,15070,4.774e-05,3526,0.25574027,True,,,,0.01268589,44,2
+13,50000,0.0,512,True,85433,0.01915971,3263,3.22460199,False,0.39969321,0.21280439,3e-08,,44,0
+13,50000,0.0,512,True,85433,0.01915971,3263,3.22460199,False,0.39969321,0.21280439,3e-08,,44,1
+13,50000,0.0,512,True,85433,0.01915971,3263,3.22460199,False,0.39969321,0.21280439,3e-08,,44,2
 14,50000,-0.01195766,1024,True,53485,4.98e-05,7801,2.46681944,True,0.10365792,0.04152867,5e-07,0.6541044,44,0
 14,50000,-0.00047529,1024,True,53485,4.98e-05,7801,2.46681944,True,0.10365792,0.04152867,5e-07,0.6541044,44,1
 14,50000,-0.01390537,1024,True,53485,4.98e-05,7801,2.46681944,True,0.10365792,0.04152867,5e-07,0.6541044,44,2
-15,50000,-0.01953557,1024,False,78712,8.148e-05,8022,2.01036734,False,NaN,NaN,NaN,NaN,44,0
-15,50000,-0.02188683,1024,False,78712,8.148e-05,8022,2.01036734,False,NaN,NaN,NaN,NaN,44,1
-15,50000,-0.00626215,1024,False,78712,8.148e-05,8022,2.01036734,False,NaN,NaN,NaN,NaN,44,2
-16,50000,-0.01257965,512,True,30709,7.94e-06,6911,6.85470611,False,0.97565058,0.08137639,6.069e-05,NaN,44,0
-16,50000,-0.14285518,512,True,30709,7.94e-06,6911,6.85470611,False,0.97565058,0.08137639,6.069e-05,NaN,44,1
-16,50000,-0.15666284,512,True,30709,7.94e-06,6911,6.85470611,False,0.97565058,0.08137639,6.069e-05,NaN,44,2
-17,50000,-0.00281525,512,False,37251,0.00020407,2184,0.85455642,False,NaN,NaN,NaN,NaN,44,0
-17,50000,-0.01244015,512,False,37251,0.00020407,2184,0.85455642,False,NaN,NaN,NaN,NaN,44,1
-17,50000,-5.664e-05,512,False,37251,0.00020407,2184,0.85455642,False,NaN,NaN,NaN,NaN,44,2
-18,50000,-4.88456037,1024,False,5650,0.00010015,7013,0.91175283,False,NaN,NaN,NaN,NaN,44,0
-18,50000,-0.00202686,1024,False,5650,0.00010015,7013,0.91175283,False,NaN,NaN,NaN,NaN,44,1
-18,50000,-0.00056041,1024,False,5650,0.00010015,7013,0.91175283,False,NaN,NaN,NaN,NaN,44,2
-19,50000,-0.10106087,1024,True,42539,0.00010388,1271,1.51878729,False,0.55999413,0.56561587,0.0,NaN,44,0
-19,50000,-0.1773983,1024,True,42539,0.00010388,1271,1.51878729,False,0.55999413,0.56561587,0.0,NaN,44,1
-19,50000,-0.03418347,1024,True,42539,0.00010388,1271,1.51878729,False,0.55999413,0.56561587,0.0,NaN,44,2
+15,50000,-0.01953557,1024,False,78712,8.148e-05,8022,2.01036734,False,,,,,44,0
+15,50000,-0.02188683,1024,False,78712,8.148e-05,8022,2.01036734,False,,,,,44,1
+15,50000,-0.00626215,1024,False,78712,8.148e-05,8022,2.01036734,False,,,,,44,2
+16,50000,-0.01257965,512,True,30709,7.94e-06,6911,6.85470611,False,0.97565058,0.08137639,6.069e-05,,44,0
+16,50000,-0.14285518,512,True,30709,7.94e-06,6911,6.85470611,False,0.97565058,0.08137639,6.069e-05,,44,1
+16,50000,-0.15666284,512,True,30709,7.94e-06,6911,6.85470611,False,0.97565058,0.08137639,6.069e-05,,44,2
+17,50000,-0.00281525,512,False,37251,0.00020407,2184,0.85455642,False,,,,,44,0
+17,50000,-0.01244015,512,False,37251,0.00020407,2184,0.85455642,False,,,,,44,1
+17,50000,-5.664e-05,512,False,37251,0.00020407,2184,0.85455642,False,,,,,44,2
+18,50000,-4.88456037,1024,False,5650,0.00010015,7013,0.91175283,False,,,,,44,0
+18,50000,-0.00202686,1024,False,5650,0.00010015,7013,0.91175283,False,,,,,44,1
+18,50000,-0.00056041,1024,False,5650,0.00010015,7013,0.91175283,False,,,,,44,2
+19,50000,-0.10106087,1024,True,42539,0.00010388,1271,1.51878729,False,0.55999413,0.56561587,0.0,,44,0
+19,50000,-0.1773983,1024,True,42539,0.00010388,1271,1.51878729,False,0.55999413,0.56561587,0.0,,44,1
+19,50000,-0.03418347,1024,True,42539,0.00010388,1271,1.51878729,False,0.55999413,0.56561587,0.0,,44,2
 20,50000,-0.01311694,1024,True,9238,0.03041008,7822,0.43553454,True,0.45318774,0.93200877,1.33e-06,0.0704776,44,0
 20,50000,-0.01503115,1024,True,9238,0.03041008,7822,0.43553454,True,0.45318774,0.93200877,1.33e-06,0.0704776,44,1
 20,50000,-0.01415095,1024,True,9238,0.03041008,7822,0.43553454,True,0.45318774,0.93200877,1.33e-06,0.0704776,44,2
-21,50000,-0.0161752,1024,True,33622,1.679e-05,932,0.12653294,False,0.85268964,0.34401145,1.16e-06,NaN,44,0
-21,50000,-0.01152422,1024,True,33622,1.679e-05,932,0.12653294,False,0.85268964,0.34401145,1.16e-06,NaN,44,1
-21,50000,-0.27189524,1024,True,33622,1.679e-05,932,0.12653294,False,0.85268964,0.34401145,1.16e-06,NaN,44,2
-22,50000,-0.00807021,1024,False,107802,8.193e-05,1714,2.02538913,False,NaN,NaN,NaN,NaN,44,0
-22,50000,-0.00871894,1024,False,107802,8.193e-05,1714,2.02538913,False,NaN,NaN,NaN,NaN,44,1
-22,50000,-0.01311985,1024,False,107802,8.193e-05,1714,2.02538913,False,NaN,NaN,NaN,NaN,44,2
+21,50000,-0.0161752,1024,True,33622,1.679e-05,932,0.12653294,False,0.85268964,0.34401145,1.16e-06,,44,0
+21,50000,-0.01152422,1024,True,33622,1.679e-05,932,0.12653294,False,0.85268964,0.34401145,1.16e-06,,44,1
+21,50000,-0.27189524,1024,True,33622,1.679e-05,932,0.12653294,False,0.85268964,0.34401145,1.16e-06,,44,2
+22,50000,-0.00807021,1024,False,107802,8.193e-05,1714,2.02538913,False,,,,,44,0
+22,50000,-0.00871894,1024,False,107802,8.193e-05,1714,2.02538913,False,,,,,44,1
+22,50000,-0.01311985,1024,False,107802,8.193e-05,1714,2.02538913,False,,,,,44,2
 23,50000,-0.0108727,256,True,92535,0.01203202,7418,3.75767058,True,0.76986825,0.55093379,6.4e-07,0.08807126,44,0
 23,50000,-0.00025699,256,True,92535,0.01203202,7418,3.75767058,True,0.76986825,0.55093379,6.4e-07,0.08807126,44,1
 23,50000,-0.00594149,256,True,92535,0.01203202,7418,3.75767058,True,0.76986825,0.55093379,6.4e-07,0.08807126,44,2
-24,50000,0.0,1024,False,14100,0.01744614,5344,6.23331905,False,NaN,NaN,NaN,NaN,44,0
-24,50000,-0.02487846,1024,False,14100,0.01744614,5344,6.23331905,False,NaN,NaN,NaN,NaN,44,1
-24,50000,0.0,1024,False,14100,0.01744614,5344,6.23331905,False,NaN,NaN,NaN,NaN,44,2
-25,50000,-0.13634216,1024,False,51414,2.927e-05,7320,0.24794077,False,NaN,NaN,NaN,NaN,44,0
-25,50000,-0.00560111,1024,False,51414,2.927e-05,7320,0.24794077,False,NaN,NaN,NaN,NaN,44,1
-25,50000,-0.08108969,1024,False,51414,2.927e-05,7320,0.24794077,False,NaN,NaN,NaN,NaN,44,2
-26,50000,-0.44401153,256,False,91782,0.00014683,4014,0.18885929,False,NaN,NaN,NaN,NaN,44,0
-26,50000,-0.00080444,256,False,91782,0.00014683,4014,0.18885929,False,NaN,NaN,NaN,NaN,44,1
-26,50000,-0.00756777,256,False,91782,0.00014683,4014,0.18885929,False,NaN,NaN,NaN,NaN,44,2
-27,50000,-0.13259807,1024,False,101461,8.16e-06,3267,7.01558921,True,NaN,NaN,NaN,0.8607287,44,0
-27,50000,-0.00719686,1024,False,101461,8.16e-06,3267,7.01558921,True,NaN,NaN,NaN,0.8607287,44,1
-27,50000,-0.17548088,1024,False,101461,8.16e-06,3267,7.01558921,True,NaN,NaN,NaN,0.8607287,44,2
+24,50000,0.0,1024,False,14100,0.01744614,5344,6.23331905,False,,,,,44,0
+24,50000,-0.02487846,1024,False,14100,0.01744614,5344,6.23331905,False,,,,,44,1
+24,50000,0.0,1024,False,14100,0.01744614,5344,6.23331905,False,,,,,44,2
+25,50000,-0.13634216,1024,False,51414,2.927e-05,7320,0.24794077,False,,,,,44,0
+25,50000,-0.00560111,1024,False,51414,2.927e-05,7320,0.24794077,False,,,,,44,1
+25,50000,-0.08108969,1024,False,51414,2.927e-05,7320,0.24794077,False,,,,,44,2
+26,50000,-0.44401153,256,False,91782,0.00014683,4014,0.18885929,False,,,,,44,0
+26,50000,-0.00080444,256,False,91782,0.00014683,4014,0.18885929,False,,,,,44,1
+26,50000,-0.00756777,256,False,91782,0.00014683,4014,0.18885929,False,,,,,44,2
+27,50000,-0.13259807,1024,False,101461,8.16e-06,3267,7.01558921,True,,,,0.8607287,44,0
+27,50000,-0.00719686,1024,False,101461,8.16e-06,3267,7.01558921,True,,,,0.8607287,44,1
+27,50000,-0.17548088,1024,False,101461,8.16e-06,3267,7.01558921,True,,,,0.8607287,44,2
 28,50000,-0.00180849,256,True,14447,0.00443466,8000,2.81406557,True,0.72563527,0.16784127,6e-08,0.55241626,44,0
 28,50000,-0.00095289,256,True,14447,0.00443466,8000,2.81406557,True,0.72563527,0.16784127,6e-08,0.55241626,44,1
 28,50000,-0.05982626,256,True,14447,0.00443466,8000,2.81406557,True,0.72563527,0.16784127,6e-08,0.55241626,44,2
-29,50000,-3.36864265,1024,False,91843,2.428e-05,7239,1.2721594,False,NaN,NaN,NaN,NaN,44,0
-29,50000,-3.68441158,1024,False,91843,2.428e-05,7239,1.2721594,False,NaN,NaN,NaN,NaN,44,1
-29,50000,-1.65005458,1024,False,91843,2.428e-05,7239,1.2721594,False,NaN,NaN,NaN,NaN,44,2
-30,50000,0.0,256,False,36199,0.0002912,7599,3.19551134,False,NaN,NaN,NaN,NaN,44,0
-30,50000,-0.02961768,256,False,36199,0.0002912,7599,3.19551134,False,NaN,NaN,NaN,NaN,44,1
-30,50000,0.0,256,False,36199,0.0002912,7599,3.19551134,False,NaN,NaN,NaN,NaN,44,2
-31,50000,-1.102e-05,1024,False,101910,2.738e-05,413,9.67127635,True,NaN,NaN,NaN,0.26831899,44,0
-31,50000,-0.01179782,1024,False,101910,2.738e-05,413,9.67127635,True,NaN,NaN,NaN,0.26831899,44,1
-31,50000,-0.02383374,1024,False,101910,2.738e-05,413,9.67127635,True,NaN,NaN,NaN,0.26831899,44,2
+29,50000,-3.36864265,1024,False,91843,2.428e-05,7239,1.2721594,False,,,,,44,0
+29,50000,-3.68441158,1024,False,91843,2.428e-05,7239,1.2721594,False,,,,,44,1
+29,50000,-1.65005458,1024,False,91843,2.428e-05,7239,1.2721594,False,,,,,44,2
+30,50000,0.0,256,False,36199,0.0002912,7599,3.19551134,False,,,,,44,0
+30,50000,-0.02961768,256,False,36199,0.0002912,7599,3.19551134,False,,,,,44,1
+30,50000,0.0,256,False,36199,0.0002912,7599,3.19551134,False,,,,,44,2
+31,50000,-1.102e-05,1024,False,101910,2.738e-05,413,9.67127635,True,,,,0.26831899,44,0
+31,50000,-0.01179782,1024,False,101910,2.738e-05,413,9.67127635,True,,,,0.26831899,44,1
+31,50000,-0.02383374,1024,False,101910,2.738e-05,413,9.67127635,True,,,,0.26831899,44,2
 0,50000,-0.00136539,256,True,17346,1.4e-06,706,0.14233949,True,0.1482954,0.42688498,2.352e-05,0.1619238,43,0
 0,50000,-0.00377039,256,True,17346,1.4e-06,706,0.14233949,True,0.1482954,0.42688498,2.352e-05,0.1619238,43,1
 0,50000,-0.00082385,256,True,17346,1.4e-06,706,0.14233949,True,0.1482954,0.42688498,2.352e-05,0.1619238,43,2
-1,50000,-99.86911756,512,False,102270,7.306e-05,6643,0.38077248,True,NaN,NaN,NaN,0.30268432,43,0
-1,50000,0.0,512,False,102270,7.306e-05,6643,0.38077248,True,NaN,NaN,NaN,0.30268432,43,1
-1,50000,0.0,512,False,102270,7.306e-05,6643,0.38077248,True,NaN,NaN,NaN,0.30268432,43,2
-2,50000,-0.00021063,256,True,21291,0.00251425,3852,1.70537841,False,0.64792679,0.3411441,0.0,NaN,43,0
-2,50000,-0.0363294,256,True,21291,0.00251425,3852,1.70537841,False,0.64792679,0.3411441,0.0,NaN,43,1
-2,50000,-0.01319291,256,True,21291,0.00251425,3852,1.70537841,False,0.64792679,0.3411441,0.0,NaN,43,2
-3,50000,0.0,256,False,29106,0.02567811,3700,2.22775025,False,NaN,NaN,NaN,NaN,43,0
-3,50000,0.0,256,False,29106,0.02567811,3700,2.22775025,False,NaN,NaN,NaN,NaN,43,1
-3,50000,-0.05355465,256,False,29106,0.02567811,3700,2.22775025,False,NaN,NaN,NaN,NaN,43,2
+1,50000,-99.86911756,512,False,102270,7.306e-05,6643,0.38077248,True,,,,0.30268432,43,0
+1,50000,0.0,512,False,102270,7.306e-05,6643,0.38077248,True,,,,0.30268432,43,1
+1,50000,0.0,512,False,102270,7.306e-05,6643,0.38077248,True,,,,0.30268432,43,2
+2,50000,-0.00021063,256,True,21291,0.00251425,3852,1.70537841,False,0.64792679,0.3411441,0.0,,43,0
+2,50000,-0.0363294,256,True,21291,0.00251425,3852,1.70537841,False,0.64792679,0.3411441,0.0,,43,1
+2,50000,-0.01319291,256,True,21291,0.00251425,3852,1.70537841,False,0.64792679,0.3411441,0.0,,43,2
+3,50000,0.0,256,False,29106,0.02567811,3700,2.22775025,False,,,,,43,0
+3,50000,0.0,256,False,29106,0.02567811,3700,2.22775025,False,,,,,43,1
+3,50000,-0.05355465,256,False,29106,0.02567811,3700,2.22775025,False,,,,,43,2
 4,50000,-0.00695784,256,True,118403,0.01878469,1263,6.88896811,True,0.57891415,0.8136991,1e-07,0.69824135,43,0
 4,50000,-7.123e-05,256,True,118403,0.01878469,1263,6.88896811,True,0.57891415,0.8136991,1e-07,0.69824135,43,1
 4,50000,-0.00615468,256,True,118403,0.01878469,1263,6.88896811,True,0.57891415,0.8136991,1e-07,0.69824135,43,2
 5,50000,-0.15245746,512,True,33822,0.00392186,4580,0.1224691,True,0.68048558,0.18004257,3.4e-07,0.39351145,43,0
 5,50000,-0.02361329,512,True,33822,0.00392186,4580,0.1224691,True,0.68048558,0.18004257,3.4e-07,0.39351145,43,1
 5,50000,-0.00908456,512,True,33822,0.00392186,4580,0.1224691,True,0.68048558,0.18004257,3.4e-07,0.39351145,43,2
-6,50000,-1.043e-05,256,False,31748,1.11e-06,2923,0.36718226,True,NaN,NaN,NaN,0.63146669,43,0
-6,50000,-0.00053412,256,False,31748,1.11e-06,2923,0.36718226,True,NaN,NaN,NaN,0.63146669,43,1
-6,50000,-0.03001794,256,False,31748,1.11e-06,2923,0.36718226,True,NaN,NaN,NaN,0.63146669,43,2
-7,50000,-0.05388546,256,True,42117,0.00594464,5771,0.94950231,False,0.53857122,0.65449432,5.4e-07,NaN,43,0
-7,50000,-0.00111866,256,True,42117,0.00594464,5771,0.94950231,False,0.53857122,0.65449432,5.4e-07,NaN,43,1
-7,50000,-0.00046107,256,True,42117,0.00594464,5771,0.94950231,False,0.53857122,0.65449432,5.4e-07,NaN,43,2
-8,50000,-0.01463338,512,False,21529,0.00065953,2282,0.40146431,True,NaN,NaN,NaN,0.92527542,43,0
-8,50000,-99.89993634,512,False,21529,0.00065953,2282,0.40146431,True,NaN,NaN,NaN,0.92527542,43,1
-8,50000,-0.00097352,512,False,21529,0.00065953,2282,0.40146431,True,NaN,NaN,NaN,0.92527542,43,2
-9,50000,-0.0049515,512,True,2885,0.00091328,8159,0.23937875,False,0.20208424,0.51116346,0.0,NaN,43,0
-9,50000,-0.00737678,512,True,2885,0.00091328,8159,0.23937875,False,0.20208424,0.51116346,0.0,NaN,43,1
-9,50000,-0.00067527,512,True,2885,0.00091328,8159,0.23937875,False,0.20208424,0.51116346,0.0,NaN,43,2
+6,50000,-1.043e-05,256,False,31748,1.11e-06,2923,0.36718226,True,,,,0.63146669,43,0
+6,50000,-0.00053412,256,False,31748,1.11e-06,2923,0.36718226,True,,,,0.63146669,43,1
+6,50000,-0.03001794,256,False,31748,1.11e-06,2923,0.36718226,True,,,,0.63146669,43,2
+7,50000,-0.05388546,256,True,42117,0.00594464,5771,0.94950231,False,0.53857122,0.65449432,5.4e-07,,43,0
+7,50000,-0.00111866,256,True,42117,0.00594464,5771,0.94950231,False,0.53857122,0.65449432,5.4e-07,,43,1
+7,50000,-0.00046107,256,True,42117,0.00594464,5771,0.94950231,False,0.53857122,0.65449432,5.4e-07,,43,2
+8,50000,-0.01463338,512,False,21529,0.00065953,2282,0.40146431,True,,,,0.92527542,43,0
+8,50000,-99.89993634,512,False,21529,0.00065953,2282,0.40146431,True,,,,0.92527542,43,1
+8,50000,-0.00097352,512,False,21529,0.00065953,2282,0.40146431,True,,,,0.92527542,43,2
+9,50000,-0.0049515,512,True,2885,0.00091328,8159,0.23937875,False,0.20208424,0.51116346,0.0,,43,0
+9,50000,-0.00737678,512,True,2885,0.00091328,8159,0.23937875,False,0.20208424,0.51116346,0.0,,43,1
+9,50000,-0.00067527,512,True,2885,0.00091328,8159,0.23937875,False,0.20208424,0.51116346,0.0,,43,2
 10,50000,-81.03007303,256,True,25852,0.01233871,4115,0.11085752,True,0.74385998,0.06552496,3e-08,0.84949279,43,0
 10,50000,-0.00180283,256,True,25852,0.01233871,4115,0.11085752,True,0.74385998,0.06552496,3e-08,0.84949279,43,1
 10,50000,0.0,256,True,25852,0.01233871,4115,0.11085752,True,0.74385998,0.06552496,3e-08,0.84949279,43,2
 11,50000,-0.00031475,256,True,99973,1.67e-06,5159,0.17752156,True,0.32839652,0.01934543,1.6e-07,0.99646355,43,0
 11,50000,-0.00724972,256,True,99973,1.67e-06,5159,0.17752156,True,0.32839652,0.01934543,1.6e-07,0.99646355,43,1
 11,50000,-0.01451997,256,True,99973,1.67e-06,5159,0.17752156,True,0.32839652,0.01934543,1.6e-07,0.99646355,43,2
-12,50000,-0.7370048,256,True,80024,0.00073957,6018,8.24296886,False,0.92699683,0.63544751,3e-08,NaN,43,0
-12,50000,-0.17977039,256,True,80024,0.00073957,6018,8.24296886,False,0.92699683,0.63544751,3e-08,NaN,43,1
-12,50000,-11.83831178,256,True,80024,0.00073957,6018,8.24296886,False,0.92699683,0.63544751,3e-08,NaN,43,2
-13,50000,-7.29603542,256,False,68346,4.118e-05,3460,1.1893063,False,NaN,NaN,NaN,NaN,43,0
-13,50000,-2.33689827,256,False,68346,4.118e-05,3460,1.1893063,False,NaN,NaN,NaN,NaN,43,1
-13,50000,-0.54715991,256,False,68346,4.118e-05,3460,1.1893063,False,NaN,NaN,NaN,NaN,43,2
+12,50000,-0.7370048,256,True,80024,0.00073957,6018,8.24296886,False,0.92699683,0.63544751,3e-08,,43,0
+12,50000,-0.17977039,256,True,80024,0.00073957,6018,8.24296886,False,0.92699683,0.63544751,3e-08,,43,1
+12,50000,-11.83831178,256,True,80024,0.00073957,6018,8.24296886,False,0.92699683,0.63544751,3e-08,,43,2
+13,50000,-7.29603542,256,False,68346,4.118e-05,3460,1.1893063,False,,,,,43,0
+13,50000,-2.33689827,256,False,68346,4.118e-05,3460,1.1893063,False,,,,,43,1
+13,50000,-0.54715991,256,False,68346,4.118e-05,3460,1.1893063,False,,,,,43,2
 14,50000,0.0,512,True,41619,0.03394737,6677,3.76276139,True,0.68663557,0.92288497,2.4e-07,0.66218702,43,0
 14,50000,0.0,512,True,41619,0.03394737,6677,3.76276139,True,0.68663557,0.92288497,2.4e-07,0.66218702,43,1
 14,50000,0.0,512,True,41619,0.03394737,6677,3.76276139,True,0.68663557,0.92288497,2.4e-07,0.66218702,43,2
@@ -341,141 +341,141 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 17,50000,-0.48875612,512,True,31055,0.00764749,4808,6.57307538,True,0.113088,0.1467661,4.1e-07,0.31946243,43,0
 17,50000,-0.00093957,512,True,31055,0.00764749,4808,6.57307538,True,0.113088,0.1467661,4.1e-07,0.31946243,43,1
 17,50000,-0.18812671,512,True,31055,0.00764749,4808,6.57307538,True,0.113088,0.1467661,4.1e-07,0.31946243,43,2
-18,50000,0.0,512,False,80338,2.82e-06,7593,0.72257409,False,NaN,NaN,NaN,NaN,43,0
-18,50000,0.0,512,False,80338,2.82e-06,7593,0.72257409,False,NaN,NaN,NaN,NaN,43,1
-18,50000,0.0,512,False,80338,2.82e-06,7593,0.72257409,False,NaN,NaN,NaN,NaN,43,2
+18,50000,0.0,512,False,80338,2.82e-06,7593,0.72257409,False,,,,,43,0
+18,50000,0.0,512,False,80338,2.82e-06,7593,0.72257409,False,,,,,43,1
+18,50000,0.0,512,False,80338,2.82e-06,7593,0.72257409,False,,,,,43,2
 19,50000,-0.02469478,256,True,35762,9.45e-06,1331,0.29310305,True,0.759694,0.80674091,0.0,0.28307547,43,0
 19,50000,-0.02637347,256,True,35762,9.45e-06,1331,0.29310305,True,0.759694,0.80674091,0.0,0.28307547,43,1
 19,50000,-0.00308154,256,True,35762,9.45e-06,1331,0.29310305,True,0.759694,0.80674091,0.0,0.28307547,43,2
-20,50000,-85.18318187,1024,True,88330,9.152e-05,1143,0.5062426,False,0.61837819,0.16075043,5.111e-05,NaN,43,0
-20,50000,-0.02561819,1024,True,88330,9.152e-05,1143,0.5062426,False,0.61837819,0.16075043,5.111e-05,NaN,43,1
-20,50000,-0.00860134,1024,True,88330,9.152e-05,1143,0.5062426,False,0.61837819,0.16075043,5.111e-05,NaN,43,2
-21,50000,-0.30576549,256,False,37307,0.04902338,215,2.85848691,False,NaN,NaN,NaN,NaN,43,0
-21,50000,-0.09543455,256,False,37307,0.04902338,215,2.85848691,False,NaN,NaN,NaN,NaN,43,1
-21,50000,-0.17385791,256,False,37307,0.04902338,215,2.85848691,False,NaN,NaN,NaN,NaN,43,2
-22,50000,-0.00254921,512,True,96412,7.28e-06,2161,1.16039015,False,0.10057405,0.04806406,2.45e-06,NaN,43,0
-22,50000,-0.00618554,512,True,96412,7.28e-06,2161,1.16039015,False,0.10057405,0.04806406,2.45e-06,NaN,43,1
-22,50000,-6.01e-06,512,True,96412,7.28e-06,2161,1.16039015,False,0.10057405,0.04806406,2.45e-06,NaN,43,2
+20,50000,-85.18318187,1024,True,88330,9.152e-05,1143,0.5062426,False,0.61837819,0.16075043,5.111e-05,,43,0
+20,50000,-0.02561819,1024,True,88330,9.152e-05,1143,0.5062426,False,0.61837819,0.16075043,5.111e-05,,43,1
+20,50000,-0.00860134,1024,True,88330,9.152e-05,1143,0.5062426,False,0.61837819,0.16075043,5.111e-05,,43,2
+21,50000,-0.30576549,256,False,37307,0.04902338,215,2.85848691,False,,,,,43,0
+21,50000,-0.09543455,256,False,37307,0.04902338,215,2.85848691,False,,,,,43,1
+21,50000,-0.17385791,256,False,37307,0.04902338,215,2.85848691,False,,,,,43,2
+22,50000,-0.00254921,512,True,96412,7.28e-06,2161,1.16039015,False,0.10057405,0.04806406,2.45e-06,,43,0
+22,50000,-0.00618554,512,True,96412,7.28e-06,2161,1.16039015,False,0.10057405,0.04806406,2.45e-06,,43,1
+22,50000,-6.01e-06,512,True,96412,7.28e-06,2161,1.16039015,False,0.10057405,0.04806406,2.45e-06,,43,2
 23,50000,-0.00015199,512,True,103902,1.51e-06,5776,0.10412894,True,0.23053084,0.07898773,4.8e-07,0.31281322,43,0
 23,50000,-0.00403624,512,True,103902,1.51e-06,5776,0.10412894,True,0.23053084,0.07898773,4.8e-07,0.31281322,43,1
 23,50000,-0.00181938,512,True,103902,1.51e-06,5776,0.10412894,True,0.23053084,0.07898773,4.8e-07,0.31281322,43,2
 24,50000,0.0,256,True,29059,5.31e-06,7061,0.43999529,True,0.02262824,0.21507514,9.48e-06,0.41844699,43,0
 24,50000,0.0,256,True,29059,5.31e-06,7061,0.43999529,True,0.02262824,0.21507514,9.48e-06,0.41844699,43,1
 24,50000,0.0,256,True,29059,5.31e-06,7061,0.43999529,True,0.02262824,0.21507514,9.48e-06,0.41844699,43,2
-25,50000,0.0,512,True,112239,0.00105062,5224,2.03572085,False,0.41136763,0.0348465,1.464e-05,NaN,43,0
-25,50000,0.0,512,True,112239,0.00105062,5224,2.03572085,False,0.41136763,0.0348465,1.464e-05,NaN,43,1
-25,50000,0.0,512,True,112239,0.00105062,5224,2.03572085,False,0.41136763,0.0348465,1.464e-05,NaN,43,2
-26,50000,-0.03188716,512,True,78521,0.00078513,2390,0.17031219,False,0.44033722,0.36342543,2.71e-06,NaN,43,0
-26,50000,-0.05851067,512,True,78521,0.00078513,2390,0.17031219,False,0.44033722,0.36342543,2.71e-06,NaN,43,1
-26,50000,-0.08278371,512,True,78521,0.00078513,2390,0.17031219,False,0.44033722,0.36342543,2.71e-06,NaN,43,2
-27,50000,-0.00074928,1024,False,98462,4.83e-06,1740,0.76056624,True,NaN,NaN,NaN,0.77451224,43,0
-27,50000,-0.01680517,1024,False,98462,4.83e-06,1740,0.76056624,True,NaN,NaN,NaN,0.77451224,43,1
-27,50000,-0.06519224,1024,False,98462,4.83e-06,1740,0.76056624,True,NaN,NaN,NaN,0.77451224,43,2
-28,50000,-1.05191427,256,True,73761,6.08e-05,5218,0.119649,False,0.19182625,0.2522443,4.7e-07,NaN,43,0
-28,50000,-99.39171521,256,True,73761,6.08e-05,5218,0.119649,False,0.19182625,0.2522443,4.7e-07,NaN,43,1
-28,50000,0.0,256,True,73761,6.08e-05,5218,0.119649,False,0.19182625,0.2522443,4.7e-07,NaN,43,2
+25,50000,0.0,512,True,112239,0.00105062,5224,2.03572085,False,0.41136763,0.0348465,1.464e-05,,43,0
+25,50000,0.0,512,True,112239,0.00105062,5224,2.03572085,False,0.41136763,0.0348465,1.464e-05,,43,1
+25,50000,0.0,512,True,112239,0.00105062,5224,2.03572085,False,0.41136763,0.0348465,1.464e-05,,43,2
+26,50000,-0.03188716,512,True,78521,0.00078513,2390,0.17031219,False,0.44033722,0.36342543,2.71e-06,,43,0
+26,50000,-0.05851067,512,True,78521,0.00078513,2390,0.17031219,False,0.44033722,0.36342543,2.71e-06,,43,1
+26,50000,-0.08278371,512,True,78521,0.00078513,2390,0.17031219,False,0.44033722,0.36342543,2.71e-06,,43,2
+27,50000,-0.00074928,1024,False,98462,4.83e-06,1740,0.76056624,True,,,,0.77451224,43,0
+27,50000,-0.01680517,1024,False,98462,4.83e-06,1740,0.76056624,True,,,,0.77451224,43,1
+27,50000,-0.06519224,1024,False,98462,4.83e-06,1740,0.76056624,True,,,,0.77451224,43,2
+28,50000,-1.05191427,256,True,73761,6.08e-05,5218,0.119649,False,0.19182625,0.2522443,4.7e-07,,43,0
+28,50000,-99.39171521,256,True,73761,6.08e-05,5218,0.119649,False,0.19182625,0.2522443,4.7e-07,,43,1
+28,50000,0.0,256,True,73761,6.08e-05,5218,0.119649,False,0.19182625,0.2522443,4.7e-07,,43,2
 29,50000,0.0,1024,True,21791,9.17e-06,1236,3.82731392,True,0.08556868,0.43441438,5.38e-06,0.98681644,43,0
 29,50000,0.0,1024,True,21791,9.17e-06,1236,3.82731392,True,0.08556868,0.43441438,5.38e-06,0.98681644,43,1
 29,50000,0.0,1024,True,21791,9.17e-06,1236,3.82731392,True,0.08556868,0.43441438,5.38e-06,0.98681644,43,2
-30,50000,-0.19610133,1024,True,11256,9.92e-06,3796,1.96584571,False,0.15555453,0.34037978,1.182e-05,NaN,43,0
-30,50000,-0.03734189,1024,True,11256,9.92e-06,3796,1.96584571,False,0.15555453,0.34037978,1.182e-05,NaN,43,1
-30,50000,-0.03679955,1024,True,11256,9.92e-06,3796,1.96584571,False,0.15555453,0.34037978,1.182e-05,NaN,43,2
-31,50000,-0.18914945,256,True,83301,0.004437,6202,0.15390523,False,0.70843685,0.66688717,1e-08,NaN,43,0
-31,50000,0.0,256,True,83301,0.004437,6202,0.15390523,False,0.70843685,0.66688717,1e-08,NaN,43,1
-31,50000,-0.00428958,256,True,83301,0.004437,6202,0.15390523,False,0.70843685,0.66688717,1e-08,NaN,43,2
-0,50000,-0.00932918,512,False,52635,9.339e-05,3734,1.80109316,False,NaN,NaN,NaN,NaN,46,0
-0,50000,-0.00582654,512,False,52635,9.339e-05,3734,1.80109316,False,NaN,NaN,NaN,NaN,46,1
-0,50000,-0.01130445,512,False,52635,9.339e-05,3734,1.80109316,False,NaN,NaN,NaN,NaN,46,2
-1,50000,0.0,512,True,37678,2.98e-06,4409,1.86850326,False,0.24041696,0.31798624,1.131e-05,NaN,46,0
-1,50000,-58.27654788,512,True,37678,2.98e-06,4409,1.86850326,False,0.24041696,0.31798624,1.131e-05,NaN,46,1
-1,50000,-0.78802928,512,True,37678,2.98e-06,4409,1.86850326,False,0.24041696,0.31798624,1.131e-05,NaN,46,2
-2,50000,0.0,256,True,100209,2.48e-06,1281,2.60078975,False,0.34295881,0.84932715,1e-08,NaN,46,0
-2,50000,0.0,256,True,100209,2.48e-06,1281,2.60078975,False,0.34295881,0.84932715,1e-08,NaN,46,1
-2,50000,0.0,256,True,100209,2.48e-06,1281,2.60078975,False,0.34295881,0.84932715,1e-08,NaN,46,2
-3,50000,-8.515e-05,256,False,58275,2.645e-05,7496,0.43030829,False,NaN,NaN,NaN,NaN,46,0
-3,50000,-0.0076707,256,False,58275,2.645e-05,7496,0.43030829,False,NaN,NaN,NaN,NaN,46,1
-3,50000,-0.00843505,256,False,58275,2.645e-05,7496,0.43030829,False,NaN,NaN,NaN,NaN,46,2
-4,50000,-0.02107991,512,True,21455,9.643e-05,6145,0.97540381,False,0.66720797,0.55581174,8.22e-06,NaN,46,0
-4,50000,-0.68400219,512,True,21455,9.643e-05,6145,0.97540381,False,0.66720797,0.55581174,8.22e-06,NaN,46,1
-4,50000,-0.17667976,512,True,21455,9.643e-05,6145,0.97540381,False,0.66720797,0.55581174,8.22e-06,NaN,46,2
+30,50000,-0.19610133,1024,True,11256,9.92e-06,3796,1.96584571,False,0.15555453,0.34037978,1.182e-05,,43,0
+30,50000,-0.03734189,1024,True,11256,9.92e-06,3796,1.96584571,False,0.15555453,0.34037978,1.182e-05,,43,1
+30,50000,-0.03679955,1024,True,11256,9.92e-06,3796,1.96584571,False,0.15555453,0.34037978,1.182e-05,,43,2
+31,50000,-0.18914945,256,True,83301,0.004437,6202,0.15390523,False,0.70843685,0.66688717,1e-08,,43,0
+31,50000,0.0,256,True,83301,0.004437,6202,0.15390523,False,0.70843685,0.66688717,1e-08,,43,1
+31,50000,-0.00428958,256,True,83301,0.004437,6202,0.15390523,False,0.70843685,0.66688717,1e-08,,43,2
+0,50000,-0.00932918,512,False,52635,9.339e-05,3734,1.80109316,False,,,,,46,0
+0,50000,-0.00582654,512,False,52635,9.339e-05,3734,1.80109316,False,,,,,46,1
+0,50000,-0.01130445,512,False,52635,9.339e-05,3734,1.80109316,False,,,,,46,2
+1,50000,0.0,512,True,37678,2.98e-06,4409,1.86850326,False,0.24041696,0.31798624,1.131e-05,,46,0
+1,50000,-58.27654788,512,True,37678,2.98e-06,4409,1.86850326,False,0.24041696,0.31798624,1.131e-05,,46,1
+1,50000,-0.78802928,512,True,37678,2.98e-06,4409,1.86850326,False,0.24041696,0.31798624,1.131e-05,,46,2
+2,50000,0.0,256,True,100209,2.48e-06,1281,2.60078975,False,0.34295881,0.84932715,1e-08,,46,0
+2,50000,0.0,256,True,100209,2.48e-06,1281,2.60078975,False,0.34295881,0.84932715,1e-08,,46,1
+2,50000,0.0,256,True,100209,2.48e-06,1281,2.60078975,False,0.34295881,0.84932715,1e-08,,46,2
+3,50000,-8.515e-05,256,False,58275,2.645e-05,7496,0.43030829,False,,,,,46,0
+3,50000,-0.0076707,256,False,58275,2.645e-05,7496,0.43030829,False,,,,,46,1
+3,50000,-0.00843505,256,False,58275,2.645e-05,7496,0.43030829,False,,,,,46,2
+4,50000,-0.02107991,512,True,21455,9.643e-05,6145,0.97540381,False,0.66720797,0.55581174,8.22e-06,,46,0
+4,50000,-0.68400219,512,True,21455,9.643e-05,6145,0.97540381,False,0.66720797,0.55581174,8.22e-06,,46,1
+4,50000,-0.17667976,512,True,21455,9.643e-05,6145,0.97540381,False,0.66720797,0.55581174,8.22e-06,,46,2
 5,50000,-0.02108955,1024,True,40624,0.00018729,7327,0.83551358,True,0.61939179,0.6091157,3e-08,0.48348533,46,0
 5,50000,-0.09561178,1024,True,40624,0.00018729,7327,0.83551358,True,0.61939179,0.6091157,3e-08,0.48348533,46,1
 5,50000,-0.0120397,1024,True,40624,0.00018729,7327,0.83551358,True,0.61939179,0.6091157,3e-08,0.48348533,46,2
-6,50000,-0.0002434,256,False,62692,2.28e-06,7226,0.58321311,False,NaN,NaN,NaN,NaN,46,0
-6,50000,-0.08607844,256,False,62692,2.28e-06,7226,0.58321311,False,NaN,NaN,NaN,NaN,46,1
-6,50000,0.0,256,False,62692,2.28e-06,7226,0.58321311,False,NaN,NaN,NaN,NaN,46,2
-7,50000,-0.00370866,256,False,83118,4.421e-05,5118,0.24502521,True,NaN,NaN,NaN,0.1852988,46,0
-7,50000,-0.00053653,256,False,83118,4.421e-05,5118,0.24502521,True,NaN,NaN,NaN,0.1852988,46,1
-7,50000,-0.0121896,256,False,83118,4.421e-05,5118,0.24502521,True,NaN,NaN,NaN,0.1852988,46,2
+6,50000,-0.0002434,256,False,62692,2.28e-06,7226,0.58321311,False,,,,,46,0
+6,50000,-0.08607844,256,False,62692,2.28e-06,7226,0.58321311,False,,,,,46,1
+6,50000,0.0,256,False,62692,2.28e-06,7226,0.58321311,False,,,,,46,2
+7,50000,-0.00370866,256,False,83118,4.421e-05,5118,0.24502521,True,,,,0.1852988,46,0
+7,50000,-0.00053653,256,False,83118,4.421e-05,5118,0.24502521,True,,,,0.1852988,46,1
+7,50000,-0.0121896,256,False,83118,4.421e-05,5118,0.24502521,True,,,,0.1852988,46,2
 8,50000,-0.01787685,256,True,84380,3.741e-05,7390,1.64828469,True,0.51661151,0.79950401,0.0,0.10737935,46,0
 8,50000,-0.00273759,256,True,84380,3.741e-05,7390,1.64828469,True,0.51661151,0.79950401,0.0,0.10737935,46,1
 8,50000,-0.02417955,256,True,84380,3.741e-05,7390,1.64828469,True,0.51661151,0.79950401,0.0,0.10737935,46,2
-9,50000,-0.03385549,512,False,69877,0.06450819,2337,0.77234451,False,NaN,NaN,NaN,NaN,46,0
-9,50000,-0.12195676,512,False,69877,0.06450819,2337,0.77234451,False,NaN,NaN,NaN,NaN,46,1
-9,50000,-0.10807572,512,False,69877,0.06450819,2337,0.77234451,False,NaN,NaN,NaN,NaN,46,2
-10,50000,-8.273e-05,256,False,14086,7.69e-06,5955,0.48064018,False,NaN,NaN,NaN,NaN,46,0
-10,50000,-0.00424448,256,False,14086,7.69e-06,5955,0.48064018,False,NaN,NaN,NaN,NaN,46,1
-10,50000,-0.00755208,256,False,14086,7.69e-06,5955,0.48064018,False,NaN,NaN,NaN,NaN,46,2
-11,50000,0.0,512,False,45488,0.0092563,3510,1.43419739,True,NaN,NaN,NaN,0.89688899,46,0
-11,50000,0.0,512,False,45488,0.0092563,3510,1.43419739,True,NaN,NaN,NaN,0.89688899,46,1
-11,50000,0.0,512,False,45488,0.0092563,3510,1.43419739,True,NaN,NaN,NaN,0.89688899,46,2
-12,50000,-0.01268259,512,False,102486,0.00058623,4173,0.19682657,False,NaN,NaN,NaN,NaN,46,0
-12,50000,-0.22174909,512,False,102486,0.00058623,4173,0.19682657,False,NaN,NaN,NaN,NaN,46,1
-12,50000,-0.00869507,512,False,102486,0.00058623,4173,0.19682657,False,NaN,NaN,NaN,NaN,46,2
-13,50000,-0.01314128,1024,False,83121,0.09215311,5517,1.5200764,False,NaN,NaN,NaN,NaN,46,0
-13,50000,-0.01198563,1024,False,83121,0.09215311,5517,1.5200764,False,NaN,NaN,NaN,NaN,46,1
-13,50000,-0.00946725,1024,False,83121,0.09215311,5517,1.5200764,False,NaN,NaN,NaN,NaN,46,2
+9,50000,-0.03385549,512,False,69877,0.06450819,2337,0.77234451,False,,,,,46,0
+9,50000,-0.12195676,512,False,69877,0.06450819,2337,0.77234451,False,,,,,46,1
+9,50000,-0.10807572,512,False,69877,0.06450819,2337,0.77234451,False,,,,,46,2
+10,50000,-8.273e-05,256,False,14086,7.69e-06,5955,0.48064018,False,,,,,46,0
+10,50000,-0.00424448,256,False,14086,7.69e-06,5955,0.48064018,False,,,,,46,1
+10,50000,-0.00755208,256,False,14086,7.69e-06,5955,0.48064018,False,,,,,46,2
+11,50000,0.0,512,False,45488,0.0092563,3510,1.43419739,True,,,,0.89688899,46,0
+11,50000,0.0,512,False,45488,0.0092563,3510,1.43419739,True,,,,0.89688899,46,1
+11,50000,0.0,512,False,45488,0.0092563,3510,1.43419739,True,,,,0.89688899,46,2
+12,50000,-0.01268259,512,False,102486,0.00058623,4173,0.19682657,False,,,,,46,0
+12,50000,-0.22174909,512,False,102486,0.00058623,4173,0.19682657,False,,,,,46,1
+12,50000,-0.00869507,512,False,102486,0.00058623,4173,0.19682657,False,,,,,46,2
+13,50000,-0.01314128,1024,False,83121,0.09215311,5517,1.5200764,False,,,,,46,0
+13,50000,-0.01198563,1024,False,83121,0.09215311,5517,1.5200764,False,,,,,46,1
+13,50000,-0.00946725,1024,False,83121,0.09215311,5517,1.5200764,False,,,,,46,2
 14,50000,-0.00625445,1024,True,9738,0.00018691,6038,0.11769612,True,0.20608876,0.88743599,3.58e-05,0.03986274,46,0
 14,50000,-0.03699184,1024,True,9738,0.00018691,6038,0.11769612,True,0.20608876,0.88743599,3.58e-05,0.03986274,46,1
 14,50000,-0.00098209,1024,True,9738,0.00018691,6038,0.11769612,True,0.20608876,0.88743599,3.58e-05,0.03986274,46,2
-15,50000,-0.00647624,1024,False,118732,8.35e-06,4573,0.16211243,True,NaN,NaN,NaN,0.63830771,46,0
-15,50000,-0.02539997,1024,False,118732,8.35e-06,4573,0.16211243,True,NaN,NaN,NaN,0.63830771,46,1
-15,50000,-0.02528825,1024,False,118732,8.35e-06,4573,0.16211243,True,NaN,NaN,NaN,0.63830771,46,2
+15,50000,-0.00647624,1024,False,118732,8.35e-06,4573,0.16211243,True,,,,0.63830771,46,0
+15,50000,-0.02539997,1024,False,118732,8.35e-06,4573,0.16211243,True,,,,0.63830771,46,1
+15,50000,-0.02528825,1024,False,118732,8.35e-06,4573,0.16211243,True,,,,0.63830771,46,2
 16,50000,-0.0005515,512,True,5835,0.03754907,316,0.79758099,True,0.39130083,0.87894108,5.61e-06,0.55815131,46,0
 16,50000,-0.01657304,512,True,5835,0.03754907,316,0.79758099,True,0.39130083,0.87894108,5.61e-06,0.55815131,46,1
 16,50000,-0.00629132,512,True,5835,0.03754907,316,0.79758099,True,0.39130083,0.87894108,5.61e-06,0.55815131,46,2
-17,50000,-0.53309156,256,False,14947,0.00118609,7448,7.3460727,False,NaN,NaN,NaN,NaN,46,0
-17,50000,0.0,256,False,14947,0.00118609,7448,7.3460727,False,NaN,NaN,NaN,NaN,46,1
-17,50000,0.0,256,False,14947,0.00118609,7448,7.3460727,False,NaN,NaN,NaN,NaN,46,2
-18,50000,-0.01154062,512,False,82005,0.00100984,3580,0.27786263,False,NaN,NaN,NaN,NaN,46,0
-18,50000,-0.01018167,512,False,82005,0.00100984,3580,0.27786263,False,NaN,NaN,NaN,NaN,46,1
-18,50000,-0.00365305,512,False,82005,0.00100984,3580,0.27786263,False,NaN,NaN,NaN,NaN,46,2
+17,50000,-0.53309156,256,False,14947,0.00118609,7448,7.3460727,False,,,,,46,0
+17,50000,0.0,256,False,14947,0.00118609,7448,7.3460727,False,,,,,46,1
+17,50000,0.0,256,False,14947,0.00118609,7448,7.3460727,False,,,,,46,2
+18,50000,-0.01154062,512,False,82005,0.00100984,3580,0.27786263,False,,,,,46,0
+18,50000,-0.01018167,512,False,82005,0.00100984,3580,0.27786263,False,,,,,46,1
+18,50000,-0.00365305,512,False,82005,0.00100984,3580,0.27786263,False,,,,,46,2
 19,50000,-0.02505159,256,True,7524,0.00359331,2685,5.58535193,True,0.85673919,0.34622008,4.3e-07,0.93179564,46,0
 19,50000,-0.00013147,256,True,7524,0.00359331,2685,5.58535193,True,0.85673919,0.34622008,4.3e-07,0.93179564,46,1
 19,50000,-0.00587831,256,True,7524,0.00359331,2685,5.58535193,True,0.85673919,0.34622008,4.3e-07,0.93179564,46,2
-20,50000,-0.02856825,1024,False,111184,9.43e-06,284,8.68008147,False,NaN,NaN,NaN,NaN,46,0
-20,50000,-0.1715686,1024,False,111184,9.43e-06,284,8.68008147,False,NaN,NaN,NaN,NaN,46,1
-20,50000,-0.52577648,1024,False,111184,9.43e-06,284,8.68008147,False,NaN,NaN,NaN,NaN,46,2
-21,50000,0.0,512,False,21965,0.00580078,6468,0.45802443,True,NaN,NaN,NaN,0.32317211,46,0
-21,50000,-0.0104764,512,False,21965,0.00580078,6468,0.45802443,True,NaN,NaN,NaN,0.32317211,46,1
-21,50000,-98.58164983,512,False,21965,0.00580078,6468,0.45802443,True,NaN,NaN,NaN,0.32317211,46,2
-22,50000,-0.01177901,256,True,102439,0.01017153,7741,0.99443709,False,0.92571519,0.51799254,1e-08,NaN,46,0
-22,50000,-0.04156223,256,True,102439,0.01017153,7741,0.99443709,False,0.92571519,0.51799254,1e-08,NaN,46,1
-22,50000,-0.00530226,256,True,102439,0.01017153,7741,0.99443709,False,0.92571519,0.51799254,1e-08,NaN,46,2
-23,50000,0.0,256,False,113005,4.376e-05,3777,0.49013783,False,NaN,NaN,NaN,NaN,46,0
-23,50000,0.0,256,False,113005,4.376e-05,3777,0.49013783,False,NaN,NaN,NaN,NaN,46,1
-23,50000,0.0,256,False,113005,4.376e-05,3777,0.49013783,False,NaN,NaN,NaN,NaN,46,2
-24,50000,-0.01885129,1024,True,70120,0.03836925,4041,1.84936089,False,0.01788864,0.11202791,7.253e-05,NaN,46,0
-24,50000,-0.07687029,1024,True,70120,0.03836925,4041,1.84936089,False,0.01788864,0.11202791,7.253e-05,NaN,46,1
-24,50000,-0.07402709,1024,True,70120,0.03836925,4041,1.84936089,False,0.01788864,0.11202791,7.253e-05,NaN,46,2
-25,50000,-0.62735926,1024,False,86566,0.0496251,850,0.23499352,False,NaN,NaN,NaN,NaN,46,0
-25,50000,-0.22866315,1024,False,86566,0.0496251,850,0.23499352,False,NaN,NaN,NaN,NaN,46,1
-25,50000,-0.00205245,1024,False,86566,0.0496251,850,0.23499352,False,NaN,NaN,NaN,NaN,46,2
-26,50000,-0.43462568,256,False,59752,0.00010129,3572,0.80123828,False,NaN,NaN,NaN,NaN,46,0
-26,50000,-0.58660574,256,False,59752,0.00010129,3572,0.80123828,False,NaN,NaN,NaN,NaN,46,1
-26,50000,-0.18407429,256,False,59752,0.00010129,3572,0.80123828,False,NaN,NaN,NaN,NaN,46,2
+20,50000,-0.02856825,1024,False,111184,9.43e-06,284,8.68008147,False,,,,,46,0
+20,50000,-0.1715686,1024,False,111184,9.43e-06,284,8.68008147,False,,,,,46,1
+20,50000,-0.52577648,1024,False,111184,9.43e-06,284,8.68008147,False,,,,,46,2
+21,50000,0.0,512,False,21965,0.00580078,6468,0.45802443,True,,,,0.32317211,46,0
+21,50000,-0.0104764,512,False,21965,0.00580078,6468,0.45802443,True,,,,0.32317211,46,1
+21,50000,-98.58164983,512,False,21965,0.00580078,6468,0.45802443,True,,,,0.32317211,46,2
+22,50000,-0.01177901,256,True,102439,0.01017153,7741,0.99443709,False,0.92571519,0.51799254,1e-08,,46,0
+22,50000,-0.04156223,256,True,102439,0.01017153,7741,0.99443709,False,0.92571519,0.51799254,1e-08,,46,1
+22,50000,-0.00530226,256,True,102439,0.01017153,7741,0.99443709,False,0.92571519,0.51799254,1e-08,,46,2
+23,50000,0.0,256,False,113005,4.376e-05,3777,0.49013783,False,,,,,46,0
+23,50000,0.0,256,False,113005,4.376e-05,3777,0.49013783,False,,,,,46,1
+23,50000,0.0,256,False,113005,4.376e-05,3777,0.49013783,False,,,,,46,2
+24,50000,-0.01885129,1024,True,70120,0.03836925,4041,1.84936089,False,0.01788864,0.11202791,7.253e-05,,46,0
+24,50000,-0.07687029,1024,True,70120,0.03836925,4041,1.84936089,False,0.01788864,0.11202791,7.253e-05,,46,1
+24,50000,-0.07402709,1024,True,70120,0.03836925,4041,1.84936089,False,0.01788864,0.11202791,7.253e-05,,46,2
+25,50000,-0.62735926,1024,False,86566,0.0496251,850,0.23499352,False,,,,,46,0
+25,50000,-0.22866315,1024,False,86566,0.0496251,850,0.23499352,False,,,,,46,1
+25,50000,-0.00205245,1024,False,86566,0.0496251,850,0.23499352,False,,,,,46,2
+26,50000,-0.43462568,256,False,59752,0.00010129,3572,0.80123828,False,,,,,46,0
+26,50000,-0.58660574,256,False,59752,0.00010129,3572,0.80123828,False,,,,,46,1
+26,50000,-0.18407429,256,False,59752,0.00010129,3572,0.80123828,False,,,,,46,2
 27,50000,-0.00394439,256,True,48617,2.91e-06,5060,0.52650489,True,0.75646536,0.33352015,8.6e-07,0.26150581,46,0
 27,50000,-0.002624,256,True,48617,2.91e-06,5060,0.52650489,True,0.75646536,0.33352015,8.6e-07,0.26150581,46,1
 27,50000,-0.00367128,256,True,48617,2.91e-06,5060,0.52650489,True,0.75646536,0.33352015,8.6e-07,0.26150581,46,2
-28,50000,0.0,256,True,106143,0.00700217,2665,0.27606806,False,0.21083876,0.62641187,1.86e-06,NaN,46,0
-28,50000,-1.50846522,256,True,106143,0.00700217,2665,0.27606806,False,0.21083876,0.62641187,1.86e-06,NaN,46,1
-28,50000,0.0,256,True,106143,0.00700217,2665,0.27606806,False,0.21083876,0.62641187,1.86e-06,NaN,46,2
-29,50000,-0.00732504,256,False,74770,0.02055221,2265,0.41384307,False,NaN,NaN,NaN,NaN,46,0
-29,50000,-0.0068904,256,False,74770,0.02055221,2265,0.41384307,False,NaN,NaN,NaN,NaN,46,1
-29,50000,-0.01803883,256,False,74770,0.02055221,2265,0.41384307,False,NaN,NaN,NaN,NaN,46,2
+28,50000,0.0,256,True,106143,0.00700217,2665,0.27606806,False,0.21083876,0.62641187,1.86e-06,,46,0
+28,50000,-1.50846522,256,True,106143,0.00700217,2665,0.27606806,False,0.21083876,0.62641187,1.86e-06,,46,1
+28,50000,0.0,256,True,106143,0.00700217,2665,0.27606806,False,0.21083876,0.62641187,1.86e-06,,46,2
+29,50000,-0.00732504,256,False,74770,0.02055221,2265,0.41384307,False,,,,,46,0
+29,50000,-0.0068904,256,False,74770,0.02055221,2265,0.41384307,False,,,,,46,1
+29,50000,-0.01803883,256,False,74770,0.02055221,2265,0.41384307,False,,,,,46,2
 30,50000,-0.00034594,1024,True,19521,0.00024666,4466,0.22301273,True,0.60527286,0.50678081,1e-08,0.44856779,46,0
 30,50000,-0.03092369,1024,True,19521,0.00024666,4466,0.22301273,True,0.60527286,0.50678081,1e-08,0.44856779,46,1
 30,50000,-0.01426392,1024,True,19521,0.00024666,4466,0.22301273,True,0.60527286,0.50678081,1e-08,0.44856779,46,2
-31,50000,-0.11188817,256,False,85989,0.00026669,3276,0.17866818,True,NaN,NaN,NaN,0.64436861,46,0
-31,50000,-0.00356572,256,False,85989,0.00026669,3276,0.17866818,True,NaN,NaN,NaN,0.64436861,46,1
-31,50000,-0.01191512,256,False,85989,0.00026669,3276,0.17866818,True,NaN,NaN,NaN,0.64436861,46,2
+31,50000,-0.11188817,256,False,85989,0.00026669,3276,0.17866818,True,,,,0.64436861,46,0
+31,50000,-0.00356572,256,False,85989,0.00026669,3276,0.17866818,True,,,,0.64436861,46,1
+31,50000,-0.01191512,256,False,85989,0.00026669,3276,0.17866818,True,,,,0.64436861,46,2

rs/cc_mountain_car_dqn.csv

@@ -2,393 +2,393 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 0,120000,-200.0,256,True,38218,0.85403629,8.11e-06,474,0.09175793,True,0.45599426,0.02580659,0.00021517,6.0,42,0
 0,120000,-200.0,256,True,38218,0.85403629,8.11e-06,474,0.09175793,True,0.45599426,0.02580659,0.00021517,6.0,42,1
 0,120000,-200.0,256,True,38218,0.85403629,8.11e-06,474,0.09175793,True,0.45599426,0.02580659,0.00021517,6.0,42,2
-1,120000,-200.0,256,False,12558,0.98058601,0.06703113,1367,0.04056964,False,NaN,NaN,NaN,NaN,42,0
-1,120000,-200.0,256,False,12558,0.98058601,0.06703113,1367,0.04056964,False,NaN,NaN,NaN,NaN,42,1
-1,120000,-200.0,256,False,12558,0.98058601,0.06703113,1367,0.04056964,False,NaN,NaN,NaN,NaN,42,2
-2,120000,-115.66406,64,False,81380,0.87777557,0.04451314,1363,0.0252955,True,NaN,NaN,NaN,56.0,42,0
-2,120000,-102.52344,64,False,81380,0.87777557,0.04451314,1363,0.0252955,True,NaN,NaN,NaN,56.0,42,1
-2,120000,-106.08594,64,False,81380,0.87777557,0.04451314,1363,0.0252955,True,NaN,NaN,NaN,56.0,42,2
-3,120000,-200.0,128,True,105119,0.54042666,0.08262581,186,0.10290652,False,0.67893322,0.23626452,0.00096608,NaN,42,0
-3,120000,-200.0,128,True,105119,0.54042666,0.08262581,186,0.10290652,False,0.67893322,0.23626452,0.00096608,NaN,42,1
-3,120000,-200.0,128,True,105119,0.54042666,0.08262581,186,0.10290652,False,0.67893322,0.23626452,0.00096608,NaN,42,2
-4,120000,-200.0,128,False,3581,0.64196049,7.58e-06,1415,0.11409341,False,NaN,NaN,NaN,NaN,42,0
-4,120000,-200.0,128,False,3581,0.64196049,7.58e-06,1415,0.11409341,False,NaN,NaN,NaN,NaN,42,1
-4,120000,-200.0,128,False,3581,0.64196049,7.58e-06,1415,0.11409341,False,NaN,NaN,NaN,NaN,42,2
-5,120000,-200.0,256,True,86338,0.8480149,5.02e-06,245,0.05198518,False,0.79783474,0.58249734,2.309e-05,NaN,42,0
-5,120000,-200.0,256,True,86338,0.8480149,5.02e-06,245,0.05198518,False,0.79783474,0.58249734,2.309e-05,NaN,42,1
-5,120000,-200.0,256,True,86338,0.8480149,5.02e-06,245,0.05198518,False,0.79783474,0.58249734,2.309e-05,NaN,42,2
+1,120000,-200.0,256,False,12558,0.98058601,0.06703113,1367,0.04056964,False,,,,,42,0
+1,120000,-200.0,256,False,12558,0.98058601,0.06703113,1367,0.04056964,False,,,,,42,1
+1,120000,-200.0,256,False,12558,0.98058601,0.06703113,1367,0.04056964,False,,,,,42,2
+2,120000,-115.66406,64,False,81380,0.87777557,0.04451314,1363,0.0252955,True,,,,56.0,42,0
+2,120000,-102.52344,64,False,81380,0.87777557,0.04451314,1363,0.0252955,True,,,,56.0,42,1
+2,120000,-106.08594,64,False,81380,0.87777557,0.04451314,1363,0.0252955,True,,,,56.0,42,2
+3,120000,-200.0,128,True,105119,0.54042666,0.08262581,186,0.10290652,False,0.67893322,0.23626452,0.00096608,,42,0
+3,120000,-200.0,128,True,105119,0.54042666,0.08262581,186,0.10290652,False,0.67893322,0.23626452,0.00096608,,42,1
+3,120000,-200.0,128,True,105119,0.54042666,0.08262581,186,0.10290652,False,0.67893322,0.23626452,0.00096608,,42,2
+4,120000,-200.0,128,False,3581,0.64196049,7.58e-06,1415,0.11409341,False,,,,,42,0
+4,120000,-200.0,128,False,3581,0.64196049,7.58e-06,1415,0.11409341,False,,,,,42,1
+4,120000,-200.0,128,False,3581,0.64196049,7.58e-06,1415,0.11409341,False,,,,,42,2
+5,120000,-200.0,256,True,86338,0.8480149,5.02e-06,245,0.05198518,False,0.79783474,0.58249734,2.309e-05,,42,0
+5,120000,-200.0,256,True,86338,0.8480149,5.02e-06,245,0.05198518,False,0.79783474,0.58249734,2.309e-05,,42,1
+5,120000,-200.0,256,True,86338,0.8480149,5.02e-06,245,0.05198518,False,0.79783474,0.58249734,2.309e-05,,42,2
 6,120000,-163.45312,64,True,106127,0.66147824,1.34e-06,1081,0.14320459,True,0.05723897,0.10088108,1.2e-07,23.0,42,0
 6,120000,-200.0,64,True,106127,0.66147824,1.34e-06,1081,0.14320459,True,0.05723897,0.10088108,1.2e-07,23.0,42,1
 6,120000,-200.0,64,True,106127,0.66147824,1.34e-06,1081,0.14320459,True,0.05723897,0.10088108,1.2e-07,23.0,42,2
-7,120000,-200.0,256,False,5635,0.9721258,0.00073593,1440,0.02105482,False,NaN,NaN,NaN,NaN,42,0
-7,120000,-200.0,256,False,5635,0.9721258,0.00073593,1440,0.02105482,False,NaN,NaN,NaN,NaN,42,1
-7,120000,-200.0,256,False,5635,0.9721258,0.00073593,1440,0.02105482,False,NaN,NaN,NaN,NaN,42,2
+7,120000,-200.0,256,False,5635,0.9721258,0.00073593,1440,0.02105482,False,,,,,42,0
+7,120000,-200.0,256,False,5635,0.9721258,0.00073593,1440,0.02105482,False,,,,,42,1
+7,120000,-200.0,256,False,5635,0.9721258,0.00073593,1440,0.02105482,False,,,,,42,2
 8,120000,-200.0,64,True,111472,0.6600248,2.86e-06,1390,0.15072253,True,0.7396652,0.83859424,3.86e-06,8.0,42,0
 8,120000,-200.0,64,True,111472,0.6600248,2.86e-06,1390,0.15072253,True,0.7396652,0.83859424,3.86e-06,8.0,42,1
 8,120000,-200.0,64,True,111472,0.6600248,2.86e-06,1390,0.15072253,True,0.7396652,0.83859424,3.86e-06,8.0,42,2
-9,120000,-200.0,64,True,26313,0.74631255,3.87e-06,1214,0.08783083,False,0.0830586,0.6987912,1.5e-07,NaN,42,0
-9,120000,-200.0,64,True,26313,0.74631255,3.87e-06,1214,0.08783083,False,0.0830586,0.6987912,1.5e-07,NaN,42,1
-9,120000,-200.0,64,True,26313,0.74631255,3.87e-06,1214,0.08783083,False,0.0830586,0.6987912,1.5e-07,NaN,42,2
-10,120000,-200.0,128,False,56308,0.56659256,0.03943508,1015,0.03093296,True,NaN,NaN,NaN,4.0,42,0
-10,120000,-200.0,128,False,56308,0.56659256,0.03943508,1015,0.03093296,True,NaN,NaN,NaN,4.0,42,1
-10,120000,-200.0,128,False,56308,0.56659256,0.03943508,1015,0.03093296,True,NaN,NaN,NaN,4.0,42,2
-11,120000,-200.0,256,False,38155,0.54420411,0.00838188,1329,0.10994182,True,NaN,NaN,NaN,4.0,42,0
-11,120000,-200.0,256,False,38155,0.54420411,0.00838188,1329,0.10994182,True,NaN,NaN,NaN,4.0,42,1
-11,120000,-200.0,256,False,38155,0.54420411,0.00838188,1329,0.10994182,True,NaN,NaN,NaN,4.0,42,2
-12,120000,-200.0,256,False,88529,0.54435127,0.00032892,1079,0.17379192,False,NaN,NaN,NaN,NaN,42,0
-12,120000,-200.0,256,False,88529,0.54435127,0.00032892,1079,0.17379192,False,NaN,NaN,NaN,NaN,42,1
-12,120000,-200.0,256,False,88529,0.54435127,0.00032892,1079,0.17379192,False,NaN,NaN,NaN,NaN,42,2
-13,120000,-200.0,128,False,83176,0.79342056,6.537e-05,1312,0.09807415,True,NaN,NaN,NaN,70.0,42,0
-13,120000,-200.0,128,False,83176,0.79342056,6.537e-05,1312,0.09807415,True,NaN,NaN,NaN,70.0,42,1
-13,120000,-200.0,128,False,83176,0.79342056,6.537e-05,1312,0.09807415,True,NaN,NaN,NaN,70.0,42,2
-14,120000,-133.5625,64,False,21642,0.52591177,4.09e-05,1994,0.16629326,False,NaN,NaN,NaN,NaN,42,0
-14,120000,-200.0,64,False,21642,0.52591177,4.09e-05,1994,0.16629326,False,NaN,NaN,NaN,NaN,42,1
-14,120000,-200.0,64,False,21642,0.52591177,4.09e-05,1994,0.16629326,False,NaN,NaN,NaN,NaN,42,2
-15,120000,-200.0,256,True,19405,0.55844902,0.00933525,1120,0.17547636,False,0.54446203,0.60245827,0.00068596,NaN,42,0
-15,120000,-200.0,256,True,19405,0.55844902,0.00933525,1120,0.17547636,False,0.54446203,0.60245827,0.00068596,NaN,42,1
-15,120000,-200.0,256,True,19405,0.55844902,0.00933525,1120,0.17547636,False,0.54446203,0.60245827,0.00068596,NaN,42,2
-16,120000,-200.0,64,False,28656,0.71206534,3.68e-06,1854,0.06770425,True,NaN,NaN,NaN,49.0,42,0
-16,120000,-200.0,64,False,28656,0.71206534,3.68e-06,1854,0.06770425,True,NaN,NaN,NaN,49.0,42,1
-16,120000,-200.0,64,False,28656,0.71206534,3.68e-06,1854,0.06770425,True,NaN,NaN,NaN,49.0,42,2
-17,120000,-200.0,128,True,93398,0.6746935,0.0008655,1136,0.0675382,False,0.16459107,0.23876405,5.2e-07,NaN,42,0
-17,120000,-200.0,128,True,93398,0.6746935,0.0008655,1136,0.0675382,False,0.16459107,0.23876405,5.2e-07,NaN,42,1
-17,120000,-200.0,128,True,93398,0.6746935,0.0008655,1136,0.0675382,False,0.16459107,0.23876405,5.2e-07,NaN,42,2
-18,120000,-200.0,64,True,17056,0.59071772,5.118e-05,804,0.08778918,False,0.4763548,0.70185739,3.4e-07,NaN,42,0
-18,120000,-126.53125,64,True,17056,0.59071772,5.118e-05,804,0.08778918,False,0.4763548,0.70185739,3.4e-07,NaN,42,1
-18,120000,-102.0,64,True,17056,0.59071772,5.118e-05,804,0.08778918,False,0.4763548,0.70185739,3.4e-07,NaN,42,2
-19,120000,-199.97656,128,False,17749,0.93694504,0.03733015,1845,0.01458169,False,NaN,NaN,NaN,NaN,42,0
-19,120000,-143.28125,128,False,17749,0.93694504,0.03733015,1845,0.01458169,False,NaN,NaN,NaN,NaN,42,1
-19,120000,-166.78906,128,False,17749,0.93694504,0.03733015,1845,0.01458169,False,NaN,NaN,NaN,NaN,42,2
-20,120000,-200.0,256,False,89953,0.95865679,0.00051228,709,0.18886781,True,NaN,NaN,NaN,3.0,42,0
-20,120000,-200.0,256,False,89953,0.95865679,0.00051228,709,0.18886781,True,NaN,NaN,NaN,3.0,42,1
-20,120000,-200.0,256,False,89953,0.95865679,0.00051228,709,0.18886781,True,NaN,NaN,NaN,3.0,42,2
-21,120000,-200.0,256,False,28369,0.61647974,0.00044125,957,0.09647648,True,NaN,NaN,NaN,43.0,42,0
-21,120000,-171.82812,256,False,28369,0.61647974,0.00044125,957,0.09647648,True,NaN,NaN,NaN,43.0,42,1
-21,120000,-200.0,256,False,28369,0.61647974,0.00044125,957,0.09647648,True,NaN,NaN,NaN,43.0,42,2
+9,120000,-200.0,64,True,26313,0.74631255,3.87e-06,1214,0.08783083,False,0.0830586,0.6987912,1.5e-07,,42,0
+9,120000,-200.0,64,True,26313,0.74631255,3.87e-06,1214,0.08783083,False,0.0830586,0.6987912,1.5e-07,,42,1
+9,120000,-200.0,64,True,26313,0.74631255,3.87e-06,1214,0.08783083,False,0.0830586,0.6987912,1.5e-07,,42,2
+10,120000,-200.0,128,False,56308,0.56659256,0.03943508,1015,0.03093296,True,,,,4.0,42,0
+10,120000,-200.0,128,False,56308,0.56659256,0.03943508,1015,0.03093296,True,,,,4.0,42,1
+10,120000,-200.0,128,False,56308,0.56659256,0.03943508,1015,0.03093296,True,,,,4.0,42,2
+11,120000,-200.0,256,False,38155,0.54420411,0.00838188,1329,0.10994182,True,,,,4.0,42,0
+11,120000,-200.0,256,False,38155,0.54420411,0.00838188,1329,0.10994182,True,,,,4.0,42,1
+11,120000,-200.0,256,False,38155,0.54420411,0.00838188,1329,0.10994182,True,,,,4.0,42,2
+12,120000,-200.0,256,False,88529,0.54435127,0.00032892,1079,0.17379192,False,,,,,42,0
+12,120000,-200.0,256,False,88529,0.54435127,0.00032892,1079,0.17379192,False,,,,,42,1
+12,120000,-200.0,256,False,88529,0.54435127,0.00032892,1079,0.17379192,False,,,,,42,2
+13,120000,-200.0,128,False,83176,0.79342056,6.537e-05,1312,0.09807415,True,,,,70.0,42,0
+13,120000,-200.0,128,False,83176,0.79342056,6.537e-05,1312,0.09807415,True,,,,70.0,42,1
+13,120000,-200.0,128,False,83176,0.79342056,6.537e-05,1312,0.09807415,True,,,,70.0,42,2
+14,120000,-133.5625,64,False,21642,0.52591177,4.09e-05,1994,0.16629326,False,,,,,42,0
+14,120000,-200.0,64,False,21642,0.52591177,4.09e-05,1994,0.16629326,False,,,,,42,1
+14,120000,-200.0,64,False,21642,0.52591177,4.09e-05,1994,0.16629326,False,,,,,42,2
+15,120000,-200.0,256,True,19405,0.55844902,0.00933525,1120,0.17547636,False,0.54446203,0.60245827,0.00068596,,42,0
+15,120000,-200.0,256,True,19405,0.55844902,0.00933525,1120,0.17547636,False,0.54446203,0.60245827,0.00068596,,42,1
+15,120000,-200.0,256,True,19405,0.55844902,0.00933525,1120,0.17547636,False,0.54446203,0.60245827,0.00068596,,42,2
+16,120000,-200.0,64,False,28656,0.71206534,3.68e-06,1854,0.06770425,True,,,,49.0,42,0
+16,120000,-200.0,64,False,28656,0.71206534,3.68e-06,1854,0.06770425,True,,,,49.0,42,1
+16,120000,-200.0,64,False,28656,0.71206534,3.68e-06,1854,0.06770425,True,,,,49.0,42,2
+17,120000,-200.0,128,True,93398,0.6746935,0.0008655,1136,0.0675382,False,0.16459107,0.23876405,5.2e-07,,42,0
+17,120000,-200.0,128,True,93398,0.6746935,0.0008655,1136,0.0675382,False,0.16459107,0.23876405,5.2e-07,,42,1
+17,120000,-200.0,128,True,93398,0.6746935,0.0008655,1136,0.0675382,False,0.16459107,0.23876405,5.2e-07,,42,2
+18,120000,-200.0,64,True,17056,0.59071772,5.118e-05,804,0.08778918,False,0.4763548,0.70185739,3.4e-07,,42,0
+18,120000,-126.53125,64,True,17056,0.59071772,5.118e-05,804,0.08778918,False,0.4763548,0.70185739,3.4e-07,,42,1
+18,120000,-102.0,64,True,17056,0.59071772,5.118e-05,804,0.08778918,False,0.4763548,0.70185739,3.4e-07,,42,2
+19,120000,-199.97656,128,False,17749,0.93694504,0.03733015,1845,0.01458169,False,,,,,42,0
+19,120000,-143.28125,128,False,17749,0.93694504,0.03733015,1845,0.01458169,False,,,,,42,1
+19,120000,-166.78906,128,False,17749,0.93694504,0.03733015,1845,0.01458169,False,,,,,42,2
+20,120000,-200.0,256,False,89953,0.95865679,0.00051228,709,0.18886781,True,,,,3.0,42,0
+20,120000,-200.0,256,False,89953,0.95865679,0.00051228,709,0.18886781,True,,,,3.0,42,1
+20,120000,-200.0,256,False,89953,0.95865679,0.00051228,709,0.18886781,True,,,,3.0,42,2
+21,120000,-200.0,256,False,28369,0.61647974,0.00044125,957,0.09647648,True,,,,43.0,42,0
+21,120000,-171.82812,256,False,28369,0.61647974,0.00044125,957,0.09647648,True,,,,43.0,42,1
+21,120000,-200.0,256,False,28369,0.61647974,0.00044125,957,0.09647648,True,,,,43.0,42,2
 22,120000,-200.0,128,True,58003,0.91532126,0.06114364,1544,0.05278644,True,0.54160468,0.27294404,0.00017301,79.0,42,0
 22,120000,-200.0,128,True,58003,0.91532126,0.06114364,1544,0.05278644,True,0.54160468,0.27294404,0.00017301,79.0,42,1
 22,120000,-200.0,128,True,58003,0.91532126,0.06114364,1544,0.05278644,True,0.54160468,0.27294404,0.00017301,79.0,42,2
-23,120000,-200.0,128,False,10540,0.91234048,0.02472578,1704,0.12410366,True,NaN,NaN,NaN,70.0,42,0
-23,120000,-200.0,128,False,10540,0.91234048,0.02472578,1704,0.12410366,True,NaN,NaN,NaN,70.0,42,1
-23,120000,-200.0,128,False,10540,0.91234048,0.02472578,1704,0.12410366,True,NaN,NaN,NaN,70.0,42,2
-24,120000,-200.0,64,True,84831,0.85408604,1.69e-06,1250,0.16448108,False,0.43191949,0.22856192,0.000636,NaN,42,0
-24,120000,-200.0,64,True,84831,0.85408604,1.69e-06,1250,0.16448108,False,0.43191949,0.22856192,0.000636,NaN,42,1
-24,120000,-200.0,64,True,84831,0.85408604,1.69e-06,1250,0.16448108,False,0.43191949,0.22856192,0.000636,NaN,42,2
-25,120000,-107.875,64,False,49314,0.68426317,0.02203514,348,0.18424872,True,NaN,NaN,NaN,89.0,42,0
-25,120000,-112.58594,64,False,49314,0.68426317,0.02203514,348,0.18424872,True,NaN,NaN,NaN,89.0,42,1
-25,120000,-200.0,64,False,49314,0.68426317,0.02203514,348,0.18424872,True,NaN,NaN,NaN,89.0,42,2
-26,120000,-153.07812,128,False,96341,0.88790237,2.59e-06,89,0.13440671,True,NaN,NaN,NaN,12.0,42,0
-26,120000,-197.57031,128,False,96341,0.88790237,2.59e-06,89,0.13440671,True,NaN,NaN,NaN,12.0,42,1
-26,120000,-200.0,128,False,96341,0.88790237,2.59e-06,89,0.13440671,True,NaN,NaN,NaN,12.0,42,2
-27,120000,-200.0,64,False,111222,0.58083627,0.00029267,1230,0.14570664,False,NaN,NaN,NaN,NaN,42,0
-27,120000,-200.0,64,False,111222,0.58083627,0.00029267,1230,0.14570664,False,NaN,NaN,NaN,NaN,42,1
-27,120000,-200.0,64,False,111222,0.58083627,0.00029267,1230,0.14570664,False,NaN,NaN,NaN,NaN,42,2
-28,120000,-102.234375,128,True,36157,0.7964592,3.637e-05,459,0.09030674,False,0.17594302,0.84572874,2.8e-07,NaN,42,0
-28,120000,-161.33594,128,True,36157,0.7964592,3.637e-05,459,0.09030674,False,0.17594302,0.84572874,2.8e-07,NaN,42,1
-28,120000,-200.0,128,True,36157,0.7964592,3.637e-05,459,0.09030674,False,0.17594302,0.84572874,2.8e-07,NaN,42,2
-29,120000,-185.07812,64,False,2263,0.81955997,0.00215934,891,0.14643507,True,NaN,NaN,NaN,64.0,42,0
-29,120000,-199.76562,64,False,2263,0.81955997,0.00215934,891,0.14643507,True,NaN,NaN,NaN,64.0,42,1
-29,120000,-186.44531,64,False,2263,0.81955997,0.00215934,891,0.14643507,True,NaN,NaN,NaN,64.0,42,2
-30,120000,-200.0,64,True,115068,0.71908617,7.557e-05,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,NaN,42,0
-30,120000,-200.0,64,True,115068,0.71908617,7.557e-05,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,NaN,42,1
-30,120000,-200.0,64,True,115068,0.71908617,7.557e-05,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,NaN,42,2
+23,120000,-200.0,128,False,10540,0.91234048,0.02472578,1704,0.12410366,True,,,,70.0,42,0
+23,120000,-200.0,128,False,10540,0.91234048,0.02472578,1704,0.12410366,True,,,,70.0,42,1
+23,120000,-200.0,128,False,10540,0.91234048,0.02472578,1704,0.12410366,True,,,,70.0,42,2
+24,120000,-200.0,64,True,84831,0.85408604,1.69e-06,1250,0.16448108,False,0.43191949,0.22856192,0.000636,,42,0
+24,120000,-200.0,64,True,84831,0.85408604,1.69e-06,1250,0.16448108,False,0.43191949,0.22856192,0.000636,,42,1
+24,120000,-200.0,64,True,84831,0.85408604,1.69e-06,1250,0.16448108,False,0.43191949,0.22856192,0.000636,,42,2
+25,120000,-107.875,64,False,49314,0.68426317,0.02203514,348,0.18424872,True,,,,89.0,42,0
+25,120000,-112.58594,64,False,49314,0.68426317,0.02203514,348,0.18424872,True,,,,89.0,42,1
+25,120000,-200.0,64,False,49314,0.68426317,0.02203514,348,0.18424872,True,,,,89.0,42,2
+26,120000,-153.07812,128,False,96341,0.88790237,2.59e-06,89,0.13440671,True,,,,12.0,42,0
+26,120000,-197.57031,128,False,96341,0.88790237,2.59e-06,89,0.13440671,True,,,,12.0,42,1
+26,120000,-200.0,128,False,96341,0.88790237,2.59e-06,89,0.13440671,True,,,,12.0,42,2
+27,120000,-200.0,64,False,111222,0.58083627,0.00029267,1230,0.14570664,False,,,,,42,0
+27,120000,-200.0,64,False,111222,0.58083627,0.00029267,1230,0.14570664,False,,,,,42,1
+27,120000,-200.0,64,False,111222,0.58083627,0.00029267,1230,0.14570664,False,,,,,42,2
+28,120000,-102.234375,128,True,36157,0.7964592,3.637e-05,459,0.09030674,False,0.17594302,0.84572874,2.8e-07,,42,0
+28,120000,-161.33594,128,True,36157,0.7964592,3.637e-05,459,0.09030674,False,0.17594302,0.84572874,2.8e-07,,42,1
+28,120000,-200.0,128,True,36157,0.7964592,3.637e-05,459,0.09030674,False,0.17594302,0.84572874,2.8e-07,,42,2
+29,120000,-185.07812,64,False,2263,0.81955997,0.00215934,891,0.14643507,True,,,,64.0,42,0
+29,120000,-199.76562,64,False,2263,0.81955997,0.00215934,891,0.14643507,True,,,,64.0,42,1
+29,120000,-186.44531,64,False,2263,0.81955997,0.00215934,891,0.14643507,True,,,,64.0,42,2
+30,120000,-200.0,64,True,115068,0.71908617,7.557e-05,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,,42,0
+30,120000,-200.0,64,True,115068,0.71908617,7.557e-05,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,,42,1
+30,120000,-200.0,64,True,115068,0.71908617,7.557e-05,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,,42,2
 31,120000,-200.0,64,True,7036,0.83504802,0.00387417,1286,0.08548096,True,0.82099697,0.41691819,0.00013247,18.0,42,0
 31,120000,-200.0,64,True,7036,0.83504802,0.00387417,1286,0.08548096,True,0.82099697,0.41691819,0.00013247,18.0,42,1
 31,120000,-157.04688,64,True,7036,0.83504802,0.00387417,1286,0.08548096,True,0.82099697,0.41691819,0.00013247,18.0,42,2
-0,120000,-200.0,256,False,50753,0.81369584,0.00123445,799,0.05204242,True,NaN,NaN,NaN,6.0,45,0
-0,120000,-200.0,256,False,50753,0.81369584,0.00123445,799,0.05204242,True,NaN,NaN,NaN,6.0,45,1
-0,120000,-200.0,256,False,50753,0.81369584,0.00123445,799,0.05204242,True,NaN,NaN,NaN,6.0,45,2
-1,120000,-200.0,64,False,18121,0.53208615,0.00416929,795,0.1784582,False,NaN,NaN,NaN,NaN,45,0
-1,120000,-200.0,64,False,18121,0.53208615,0.00416929,795,0.1784582,False,NaN,NaN,NaN,NaN,45,1
-1,120000,-200.0,64,False,18121,0.53208615,0.00416929,795,0.1784582,False,NaN,NaN,NaN,NaN,45,2
-2,120000,-200.0,256,True,49390,0.91745969,0.04144003,961,0.10562351,False,0.60856868,0.32421445,0.0001006,NaN,45,0
-2,120000,-200.0,256,True,49390,0.91745969,0.04144003,961,0.10562351,False,0.60856868,0.32421445,0.0001006,NaN,45,1
-2,120000,-200.0,256,True,49390,0.91745969,0.04144003,961,0.10562351,False,0.60856868,0.32421445,0.0001006,NaN,45,2
-3,120000,-109.59375,64,True,111538,0.59136543,2.401e-05,786,0.10262962,False,0.105162,0.29022855,9.3e-07,NaN,45,0
-3,120000,-145.25,64,True,111538,0.59136543,2.401e-05,786,0.10262962,False,0.105162,0.29022855,9.3e-07,NaN,45,1
-3,120000,-135.86719,64,True,111538,0.59136543,2.401e-05,786,0.10262962,False,0.105162,0.29022855,9.3e-07,NaN,45,2
-4,120000,-200.0,64,True,90330,0.70212376,1.32e-06,1269,0.17782345,False,0.95534713,0.03258104,8.072e-05,NaN,45,0
-4,120000,-200.0,64,True,90330,0.70212376,1.32e-06,1269,0.17782345,False,0.95534713,0.03258104,8.072e-05,NaN,45,1
-4,120000,-200.0,64,True,90330,0.70212376,1.32e-06,1269,0.17782345,False,0.95534713,0.03258104,8.072e-05,NaN,45,2
-5,120000,-105.61719,256,False,13107,0.66019472,0.07115015,1940,0.19283357,False,NaN,NaN,NaN,NaN,45,0
-5,120000,-146.24219,256,False,13107,0.66019472,0.07115015,1940,0.19283357,False,NaN,NaN,NaN,NaN,45,1
-5,120000,-118.69531,256,False,13107,0.66019472,0.07115015,1940,0.19283357,False,NaN,NaN,NaN,NaN,45,2
+0,120000,-200.0,256,False,50753,0.81369584,0.00123445,799,0.05204242,True,,,,6.0,45,0
+0,120000,-200.0,256,False,50753,0.81369584,0.00123445,799,0.05204242,True,,,,6.0,45,1
+0,120000,-200.0,256,False,50753,0.81369584,0.00123445,799,0.05204242,True,,,,6.0,45,2
+1,120000,-200.0,64,False,18121,0.53208615,0.00416929,795,0.1784582,False,,,,,45,0
+1,120000,-200.0,64,False,18121,0.53208615,0.00416929,795,0.1784582,False,,,,,45,1
+1,120000,-200.0,64,False,18121,0.53208615,0.00416929,795,0.1784582,False,,,,,45,2
+2,120000,-200.0,256,True,49390,0.91745969,0.04144003,961,0.10562351,False,0.60856868,0.32421445,0.0001006,,45,0
+2,120000,-200.0,256,True,49390,0.91745969,0.04144003,961,0.10562351,False,0.60856868,0.32421445,0.0001006,,45,1
+2,120000,-200.0,256,True,49390,0.91745969,0.04144003,961,0.10562351,False,0.60856868,0.32421445,0.0001006,,45,2
+3,120000,-109.59375,64,True,111538,0.59136543,2.401e-05,786,0.10262962,False,0.105162,0.29022855,9.3e-07,,45,0
+3,120000,-145.25,64,True,111538,0.59136543,2.401e-05,786,0.10262962,False,0.105162,0.29022855,9.3e-07,,45,1
+3,120000,-135.86719,64,True,111538,0.59136543,2.401e-05,786,0.10262962,False,0.105162,0.29022855,9.3e-07,,45,2
+4,120000,-200.0,64,True,90330,0.70212376,1.32e-06,1269,0.17782345,False,0.95534713,0.03258104,8.072e-05,,45,0
+4,120000,-200.0,64,True,90330,0.70212376,1.32e-06,1269,0.17782345,False,0.95534713,0.03258104,8.072e-05,,45,1
+4,120000,-200.0,64,True,90330,0.70212376,1.32e-06,1269,0.17782345,False,0.95534713,0.03258104,8.072e-05,,45,2
+5,120000,-105.61719,256,False,13107,0.66019472,0.07115015,1940,0.19283357,False,,,,,45,0
+5,120000,-146.24219,256,False,13107,0.66019472,0.07115015,1940,0.19283357,False,,,,,45,1
+5,120000,-118.69531,256,False,13107,0.66019472,0.07115015,1940,0.19283357,False,,,,,45,2
 6,120000,-200.0,256,True,1505,0.60131793,0.03721202,584,0.1581272,True,0.5690802,0.92185756,0.00040696,66.0,45,0
 6,120000,-200.0,256,True,1505,0.60131793,0.03721202,584,0.1581272,True,0.5690802,0.92185756,0.00040696,66.0,45,1
 6,120000,-200.0,256,True,1505,0.60131793,0.03721202,584,0.1581272,True,0.5690802,0.92185756,0.00040696,66.0,45,2
-7,120000,-200.0,64,True,108594,0.70984767,1.16e-05,1627,0.06122262,False,0.77067545,0.08656943,0.00016607,NaN,45,0
-7,120000,-200.0,64,True,108594,0.70984767,1.16e-05,1627,0.06122262,False,0.77067545,0.08656943,0.00016607,NaN,45,1
-7,120000,-200.0,64,True,108594,0.70984767,1.16e-05,1627,0.06122262,False,0.77067545,0.08656943,0.00016607,NaN,45,2
-8,120000,-133.875,256,False,73493,0.55257056,0.02670747,925,0.11762065,False,NaN,NaN,NaN,NaN,45,0
-8,120000,-182.05469,256,False,73493,0.55257056,0.02670747,925,0.11762065,False,NaN,NaN,NaN,NaN,45,1
-8,120000,-106.03125,256,False,73493,0.55257056,0.02670747,925,0.11762065,False,NaN,NaN,NaN,NaN,45,2
-9,120000,-200.0,256,False,12836,0.82938002,0.00075198,201,0.16453362,True,NaN,NaN,NaN,25.0,45,0
-9,120000,-200.0,256,False,12836,0.82938002,0.00075198,201,0.16453362,True,NaN,NaN,NaN,25.0,45,1
-9,120000,-200.0,256,False,12836,0.82938002,0.00075198,201,0.16453362,True,NaN,NaN,NaN,25.0,45,2
-10,120000,-130.32031,256,False,83658,0.66972598,1.58e-06,164,0.10466838,False,NaN,NaN,NaN,NaN,45,0
-10,120000,-186.71094,256,False,83658,0.66972598,1.58e-06,164,0.10466838,False,NaN,NaN,NaN,NaN,45,1
-10,120000,-111.05469,256,False,83658,0.66972598,1.58e-06,164,0.10466838,False,NaN,NaN,NaN,NaN,45,2
-11,120000,-200.0,64,False,75788,0.71456175,0.01856843,1602,0.1838193,False,NaN,NaN,NaN,NaN,45,0
-11,120000,-200.0,64,False,75788,0.71456175,0.01856843,1602,0.1838193,False,NaN,NaN,NaN,NaN,45,1
-11,120000,-200.0,64,False,75788,0.71456175,0.01856843,1602,0.1838193,False,NaN,NaN,NaN,NaN,45,2
-12,120000,-200.0,128,True,66785,0.88947274,0.02179043,298,0.08449798,False,0.74620082,0.37270377,3.7e-07,NaN,45,0
-12,120000,-200.0,128,True,66785,0.88947274,0.02179043,298,0.08449798,False,0.74620082,0.37270377,3.7e-07,NaN,45,1
-12,120000,-200.0,128,True,66785,0.88947274,0.02179043,298,0.08449798,False,0.74620082,0.37270377,3.7e-07,NaN,45,2
+7,120000,-200.0,64,True,108594,0.70984767,1.16e-05,1627,0.06122262,False,0.77067545,0.08656943,0.00016607,,45,0
+7,120000,-200.0,64,True,108594,0.70984767,1.16e-05,1627,0.06122262,False,0.77067545,0.08656943,0.00016607,,45,1
+7,120000,-200.0,64,True,108594,0.70984767,1.16e-05,1627,0.06122262,False,0.77067545,0.08656943,0.00016607,,45,2
+8,120000,-133.875,256,False,73493,0.55257056,0.02670747,925,0.11762065,False,,,,,45,0
+8,120000,-182.05469,256,False,73493,0.55257056,0.02670747,925,0.11762065,False,,,,,45,1
+8,120000,-106.03125,256,False,73493,0.55257056,0.02670747,925,0.11762065,False,,,,,45,2
+9,120000,-200.0,256,False,12836,0.82938002,0.00075198,201,0.16453362,True,,,,25.0,45,0
+9,120000,-200.0,256,False,12836,0.82938002,0.00075198,201,0.16453362,True,,,,25.0,45,1
+9,120000,-200.0,256,False,12836,0.82938002,0.00075198,201,0.16453362,True,,,,25.0,45,2
+10,120000,-130.32031,256,False,83658,0.66972598,1.58e-06,164,0.10466838,False,,,,,45,0
+10,120000,-186.71094,256,False,83658,0.66972598,1.58e-06,164,0.10466838,False,,,,,45,1
+10,120000,-111.05469,256,False,83658,0.66972598,1.58e-06,164,0.10466838,False,,,,,45,2
+11,120000,-200.0,64,False,75788,0.71456175,0.01856843,1602,0.1838193,False,,,,,45,0
+11,120000,-200.0,64,False,75788,0.71456175,0.01856843,1602,0.1838193,False,,,,,45,1
+11,120000,-200.0,64,False,75788,0.71456175,0.01856843,1602,0.1838193,False,,,,,45,2
+12,120000,-200.0,128,True,66785,0.88947274,0.02179043,298,0.08449798,False,0.74620082,0.37270377,3.7e-07,,45,0
+12,120000,-200.0,128,True,66785,0.88947274,0.02179043,298,0.08449798,False,0.74620082,0.37270377,3.7e-07,,45,1
+12,120000,-200.0,128,True,66785,0.88947274,0.02179043,298,0.08449798,False,0.74620082,0.37270377,3.7e-07,,45,2
 13,120000,-155.82812,64,True,62540,0.8582968,0.00280658,1874,0.12786184,True,0.07918889,0.2507086,5.138e-05,54.0,45,0
 13,120000,-116.015625,64,True,62540,0.8582968,0.00280658,1874,0.12786184,True,0.07918889,0.2507086,5.138e-05,54.0,45,1
 13,120000,-142.10156,64,True,62540,0.8582968,0.00280658,1874,0.12786184,True,0.07918889,0.2507086,5.138e-05,54.0,45,2
-14,120000,-106.34375,128,False,105908,0.66865818,0.00012868,485,0.10774109,True,NaN,NaN,NaN,21.0,45,0
-14,120000,-109.33594,128,False,105908,0.66865818,0.00012868,485,0.10774109,True,NaN,NaN,NaN,21.0,45,1
-14,120000,-109.78125,128,False,105908,0.66865818,0.00012868,485,0.10774109,True,NaN,NaN,NaN,21.0,45,2
-15,120000,-200.0,256,False,93984,0.76901136,8.48e-05,1049,0.07237102,False,NaN,NaN,NaN,NaN,45,0
-15,120000,-200.0,256,False,93984,0.76901136,8.48e-05,1049,0.07237102,False,NaN,NaN,NaN,NaN,45,1
-15,120000,-200.0,256,False,93984,0.76901136,8.48e-05,1049,0.07237102,False,NaN,NaN,NaN,NaN,45,2
-16,120000,-200.0,128,False,54598,0.88923957,0.00158419,1351,0.05464685,True,NaN,NaN,NaN,99.0,45,0
-16,120000,-200.0,128,False,54598,0.88923957,0.00158419,1351,0.05464685,True,NaN,NaN,NaN,99.0,45,1
-16,120000,-138.01562,128,False,54598,0.88923957,0.00158419,1351,0.05464685,True,NaN,NaN,NaN,99.0,45,2
+14,120000,-106.34375,128,False,105908,0.66865818,0.00012868,485,0.10774109,True,,,,21.0,45,0
+14,120000,-109.33594,128,False,105908,0.66865818,0.00012868,485,0.10774109,True,,,,21.0,45,1
+14,120000,-109.78125,128,False,105908,0.66865818,0.00012868,485,0.10774109,True,,,,21.0,45,2
+15,120000,-200.0,256,False,93984,0.76901136,8.48e-05,1049,0.07237102,False,,,,,45,0
+15,120000,-200.0,256,False,93984,0.76901136,8.48e-05,1049,0.07237102,False,,,,,45,1
+15,120000,-200.0,256,False,93984,0.76901136,8.48e-05,1049,0.07237102,False,,,,,45,2
+16,120000,-200.0,128,False,54598,0.88923957,0.00158419,1351,0.05464685,True,,,,99.0,45,0
+16,120000,-200.0,128,False,54598,0.88923957,0.00158419,1351,0.05464685,True,,,,99.0,45,1
+16,120000,-138.01562,128,False,54598,0.88923957,0.00158419,1351,0.05464685,True,,,,99.0,45,2
 17,120000,-111.46094,128,True,30687,0.69511273,1.286e-05,1302,0.17513806,True,0.17056741,0.03419292,0.00088053,43.0,45,0
 17,120000,-200.0,128,True,30687,0.69511273,1.286e-05,1302,0.17513806,True,0.17056741,0.03419292,0.00088053,43.0,45,1
 17,120000,-200.0,128,True,30687,0.69511273,1.286e-05,1302,0.17513806,True,0.17056741,0.03419292,0.00088053,43.0,45,2
-18,120000,-187.16406,256,False,67304,0.89938768,0.04269705,687,0.06812028,False,NaN,NaN,NaN,NaN,45,0
-18,120000,-200.0,256,False,67304,0.89938768,0.04269705,687,0.06812028,False,NaN,NaN,NaN,NaN,45,1
-18,120000,-200.0,256,False,67304,0.89938768,0.04269705,687,0.06812028,False,NaN,NaN,NaN,NaN,45,2
-19,120000,-123.13281,256,False,103375,0.6751659,0.00120205,1498,0.04121208,False,NaN,NaN,NaN,NaN,45,0
-19,120000,-165.97656,256,False,103375,0.6751659,0.00120205,1498,0.04121208,False,NaN,NaN,NaN,NaN,45,1
-19,120000,-200.0,256,False,103375,0.6751659,0.00120205,1498,0.04121208,False,NaN,NaN,NaN,NaN,45,2
+18,120000,-187.16406,256,False,67304,0.89938768,0.04269705,687,0.06812028,False,,,,,45,0
+18,120000,-200.0,256,False,67304,0.89938768,0.04269705,687,0.06812028,False,,,,,45,1
+18,120000,-200.0,256,False,67304,0.89938768,0.04269705,687,0.06812028,False,,,,,45,2
+19,120000,-123.13281,256,False,103375,0.6751659,0.00120205,1498,0.04121208,False,,,,,45,0
+19,120000,-165.97656,256,False,103375,0.6751659,0.00120205,1498,0.04121208,False,,,,,45,1
+19,120000,-200.0,256,False,103375,0.6751659,0.00120205,1498,0.04121208,False,,,,,45,2
 20,120000,-200.0,256,True,56935,0.77726575,0.00010302,1351,0.15325255,True,0.92841774,0.41154534,3.39e-06,47.0,45,0
 20,120000,-200.0,256,True,56935,0.77726575,0.00010302,1351,0.15325255,True,0.92841774,0.41154534,3.39e-06,47.0,45,1
 20,120000,-200.0,256,True,56935,0.77726575,0.00010302,1351,0.15325255,True,0.92841774,0.41154534,3.39e-06,47.0,45,2
-21,120000,-200.0,64,False,52533,0.76733946,4.69e-06,648,0.11463529,True,NaN,NaN,NaN,32.0,45,0
-21,120000,-200.0,64,False,52533,0.76733946,4.69e-06,648,0.11463529,True,NaN,NaN,NaN,32.0,45,1
-21,120000,-179.36719,64,False,52533,0.76733946,4.69e-06,648,0.11463529,True,NaN,NaN,NaN,32.0,45,2
-22,120000,-200.0,128,False,81705,0.85100857,8.845e-05,1602,0.13141842,True,NaN,NaN,NaN,72.0,45,0
-22,120000,-200.0,128,False,81705,0.85100857,8.845e-05,1602,0.13141842,True,NaN,NaN,NaN,72.0,45,1
-22,120000,-191.47656,128,False,81705,0.85100857,8.845e-05,1602,0.13141842,True,NaN,NaN,NaN,72.0,45,2
-23,120000,-200.0,64,True,75064,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,NaN,45,0
-23,120000,-200.0,64,True,75064,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,NaN,45,1
-23,120000,-200.0,64,True,75064,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,NaN,45,2
-24,120000,-179.90625,64,False,84477,0.83831513,1.72e-06,514,0.08422269,False,NaN,NaN,NaN,NaN,45,0
-24,120000,-200.0,64,False,84477,0.83831513,1.72e-06,514,0.08422269,False,NaN,NaN,NaN,NaN,45,1
-24,120000,-200.0,64,False,84477,0.83831513,1.72e-06,514,0.08422269,False,NaN,NaN,NaN,NaN,45,2
-25,120000,-200.0,128,True,98943,0.87174089,3.396e-05,1345,0.00562288,False,0.1032561,0.25282532,9.665e-05,NaN,45,0
-25,120000,-200.0,128,True,98943,0.87174089,3.396e-05,1345,0.00562288,False,0.1032561,0.25282532,9.665e-05,NaN,45,1
-25,120000,-200.0,128,True,98943,0.87174089,3.396e-05,1345,0.00562288,False,0.1032561,0.25282532,9.665e-05,NaN,45,2
-26,120000,-200.0,64,False,32112,0.83276815,0.00129712,266,0.05301261,True,NaN,NaN,NaN,60.0,45,0
-26,120000,-200.0,64,False,32112,0.83276815,0.00129712,266,0.05301261,True,NaN,NaN,NaN,60.0,45,1
-26,120000,-200.0,64,False,32112,0.83276815,0.00129712,266,0.05301261,True,NaN,NaN,NaN,60.0,45,2
-27,120000,-200.0,128,False,102945,0.74686325,1.244e-05,1999,0.06651223,False,NaN,NaN,NaN,NaN,45,0
-27,120000,-200.0,128,False,102945,0.74686325,1.244e-05,1999,0.06651223,False,NaN,NaN,NaN,NaN,45,1
-27,120000,-200.0,128,False,102945,0.74686325,1.244e-05,1999,0.06651223,False,NaN,NaN,NaN,NaN,45,2
-28,120000,-200.0,256,True,32575,0.55040183,7.76e-06,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,NaN,45,0
-28,120000,-171.36719,256,True,32575,0.55040183,7.76e-06,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,NaN,45,1
-28,120000,-200.0,256,True,32575,0.55040183,7.76e-06,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,NaN,45,2
-29,120000,-200.0,64,False,1431,0.55149884,0.00936881,792,0.02581137,False,NaN,NaN,NaN,NaN,45,0
-29,120000,-200.0,64,False,1431,0.55149884,0.00936881,792,0.02581137,False,NaN,NaN,NaN,NaN,45,1
-29,120000,-200.0,64,False,1431,0.55149884,0.00936881,792,0.02581137,False,NaN,NaN,NaN,NaN,45,2
-30,120000,-200.0,64,False,37959,0.89677549,3.2e-06,224,0.06448721,False,NaN,NaN,NaN,NaN,45,0
-30,120000,-200.0,64,False,37959,0.89677549,3.2e-06,224,0.06448721,False,NaN,NaN,NaN,NaN,45,1
-30,120000,-200.0,64,False,37959,0.89677549,3.2e-06,224,0.06448721,False,NaN,NaN,NaN,NaN,45,2
-31,120000,-200.0,128,False,13446,0.84244273,0.00155599,963,0.11811727,True,NaN,NaN,NaN,82.0,45,0
-31,120000,-200.0,128,False,13446,0.84244273,0.00155599,963,0.11811727,True,NaN,NaN,NaN,82.0,45,1
-31,120000,-200.0,128,False,13446,0.84244273,0.00155599,963,0.11811727,True,NaN,NaN,NaN,82.0,45,2
-0,120000,-200.0,64,False,103735,0.60405949,7.71e-06,477,0.13330537,True,NaN,NaN,NaN,82.0,44,0
-0,120000,-200.0,64,False,103735,0.60405949,7.71e-06,477,0.13330537,True,NaN,NaN,NaN,82.0,44,1
-0,120000,-200.0,64,False,103735,0.60405949,7.71e-06,477,0.13330537,True,NaN,NaN,NaN,82.0,44,2
+21,120000,-200.0,64,False,52533,0.76733946,4.69e-06,648,0.11463529,True,,,,32.0,45,0
+21,120000,-200.0,64,False,52533,0.76733946,4.69e-06,648,0.11463529,True,,,,32.0,45,1
+21,120000,-179.36719,64,False,52533,0.76733946,4.69e-06,648,0.11463529,True,,,,32.0,45,2
+22,120000,-200.0,128,False,81705,0.85100857,8.845e-05,1602,0.13141842,True,,,,72.0,45,0
+22,120000,-200.0,128,False,81705,0.85100857,8.845e-05,1602,0.13141842,True,,,,72.0,45,1
+22,120000,-191.47656,128,False,81705,0.85100857,8.845e-05,1602,0.13141842,True,,,,72.0,45,2
+23,120000,-200.0,64,True,75064,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,,45,0
+23,120000,-200.0,64,True,75064,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,,45,1
+23,120000,-200.0,64,True,75064,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,,45,2
+24,120000,-179.90625,64,False,84477,0.83831513,1.72e-06,514,0.08422269,False,,,,,45,0
+24,120000,-200.0,64,False,84477,0.83831513,1.72e-06,514,0.08422269,False,,,,,45,1
+24,120000,-200.0,64,False,84477,0.83831513,1.72e-06,514,0.08422269,False,,,,,45,2
+25,120000,-200.0,128,True,98943,0.87174089,3.396e-05,1345,0.00562288,False,0.1032561,0.25282532,9.665e-05,,45,0
+25,120000,-200.0,128,True,98943,0.87174089,3.396e-05,1345,0.00562288,False,0.1032561,0.25282532,9.665e-05,,45,1
+25,120000,-200.0,128,True,98943,0.87174089,3.396e-05,1345,0.00562288,False,0.1032561,0.25282532,9.665e-05,,45,2
+26,120000,-200.0,64,False,32112,0.83276815,0.00129712,266,0.05301261,True,,,,60.0,45,0
+26,120000,-200.0,64,False,32112,0.83276815,0.00129712,266,0.05301261,True,,,,60.0,45,1
+26,120000,-200.0,64,False,32112,0.83276815,0.00129712,266,0.05301261,True,,,,60.0,45,2
+27,120000,-200.0,128,False,102945,0.74686325,1.244e-05,1999,0.06651223,False,,,,,45,0
+27,120000,-200.0,128,False,102945,0.74686325,1.244e-05,1999,0.06651223,False,,,,,45,1
+27,120000,-200.0,128,False,102945,0.74686325,1.244e-05,1999,0.06651223,False,,,,,45,2
+28,120000,-200.0,256,True,32575,0.55040183,7.76e-06,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,,45,0
+28,120000,-171.36719,256,True,32575,0.55040183,7.76e-06,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,,45,1
+28,120000,-200.0,256,True,32575,0.55040183,7.76e-06,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,,45,2
+29,120000,-200.0,64,False,1431,0.55149884,0.00936881,792,0.02581137,False,,,,,45,0
+29,120000,-200.0,64,False,1431,0.55149884,0.00936881,792,0.02581137,False,,,,,45,1
+29,120000,-200.0,64,False,1431,0.55149884,0.00936881,792,0.02581137,False,,,,,45,2
+30,120000,-200.0,64,False,37959,0.89677549,3.2e-06,224,0.06448721,False,,,,,45,0
+30,120000,-200.0,64,False,37959,0.89677549,3.2e-06,224,0.06448721,False,,,,,45,1
+30,120000,-200.0,64,False,37959,0.89677549,3.2e-06,224,0.06448721,False,,,,,45,2
+31,120000,-200.0,128,False,13446,0.84244273,0.00155599,963,0.11811727,True,,,,82.0,45,0
+31,120000,-200.0,128,False,13446,0.84244273,0.00155599,963,0.11811727,True,,,,82.0,45,1
+31,120000,-200.0,128,False,13446,0.84244273,0.00155599,963,0.11811727,True,,,,82.0,45,2
+0,120000,-200.0,64,False,103735,0.60405949,7.71e-06,477,0.13330537,True,,,,82.0,44,0
+0,120000,-200.0,64,False,103735,0.60405949,7.71e-06,477,0.13330537,True,,,,82.0,44,1
+0,120000,-200.0,64,False,103735,0.60405949,7.71e-06,477,0.13330537,True,,,,82.0,44,2
 1,120000,-200.0,256,True,93026,0.56617915,0.00069243,409,0.00849838,True,0.01195996,0.08682513,2.654e-05,54.0,44,0
 1,120000,-200.0,256,True,93026,0.56617915,0.00069243,409,0.00849838,True,0.01195996,0.08682513,2.654e-05,54.0,44,1
 1,120000,-200.0,256,True,93026,0.56617915,0.00069243,409,0.00849838,True,0.01195996,0.08682513,2.654e-05,54.0,44,2
 2,120000,-126.96094,256,True,36607,0.52440828,1.093e-05,1286,0.0039832,True,0.36890697,0.2754745,0.00032449,54.0,44,0
 2,120000,-135.90625,256,True,36607,0.52440828,1.093e-05,1286,0.0039832,True,0.36890697,0.2754745,0.00032449,54.0,44,1
 2,120000,-162.53906,256,True,36607,0.52440828,1.093e-05,1286,0.0039832,True,0.36890697,0.2754745,0.00032449,54.0,44,2
-3,120000,-194.42969,64,False,30231,0.76417997,0.00024072,89,0.00727552,True,NaN,NaN,NaN,78.0,44,0
-3,120000,-144.03125,64,False,30231,0.76417997,0.00024072,89,0.00727552,True,NaN,NaN,NaN,78.0,44,1
-3,120000,-178.01562,64,False,30231,0.76417997,0.00024072,89,0.00727552,True,NaN,NaN,NaN,78.0,44,2
-4,120000,-200.0,128,False,7840,0.97690476,1.627e-05,1892,0.09696228,False,NaN,NaN,NaN,NaN,44,0
-4,120000,-200.0,128,False,7840,0.97690476,1.627e-05,1892,0.09696228,False,NaN,NaN,NaN,NaN,44,1
-4,120000,-200.0,128,False,7840,0.97690476,1.627e-05,1892,0.09696228,False,NaN,NaN,NaN,NaN,44,2
-5,120000,-200.0,64,True,61586,0.72927748,2.739e-05,289,0.02501442,False,0.2255697,0.19484339,3.871e-05,NaN,44,0
-5,120000,-200.0,64,True,61586,0.72927748,2.739e-05,289,0.02501442,False,0.2255697,0.19484339,3.871e-05,NaN,44,1
-5,120000,-200.0,64,True,61586,0.72927748,2.739e-05,289,0.02501442,False,0.2255697,0.19484339,3.871e-05,NaN,44,2
-6,120000,-191.96875,64,False,90352,0.57327437,0.00011736,1596,0.11912635,True,NaN,NaN,NaN,30.0,44,0
-6,120000,-186.90625,64,False,90352,0.57327437,0.00011736,1596,0.11912635,True,NaN,NaN,NaN,30.0,44,1
-6,120000,-196.73438,64,False,90352,0.57327437,0.00011736,1596,0.11912635,True,NaN,NaN,NaN,30.0,44,2
+3,120000,-194.42969,64,False,30231,0.76417997,0.00024072,89,0.00727552,True,,,,78.0,44,0
+3,120000,-144.03125,64,False,30231,0.76417997,0.00024072,89,0.00727552,True,,,,78.0,44,1
+3,120000,-178.01562,64,False,30231,0.76417997,0.00024072,89,0.00727552,True,,,,78.0,44,2
+4,120000,-200.0,128,False,7840,0.97690476,1.627e-05,1892,0.09696228,False,,,,,44,0
+4,120000,-200.0,128,False,7840,0.97690476,1.627e-05,1892,0.09696228,False,,,,,44,1
+4,120000,-200.0,128,False,7840,0.97690476,1.627e-05,1892,0.09696228,False,,,,,44,2
+5,120000,-200.0,64,True,61586,0.72927748,2.739e-05,289,0.02501442,False,0.2255697,0.19484339,3.871e-05,,44,0
+5,120000,-200.0,64,True,61586,0.72927748,2.739e-05,289,0.02501442,False,0.2255697,0.19484339,3.871e-05,,44,1
+5,120000,-200.0,64,True,61586,0.72927748,2.739e-05,289,0.02501442,False,0.2255697,0.19484339,3.871e-05,,44,2
+6,120000,-191.96875,64,False,90352,0.57327437,0.00011736,1596,0.11912635,True,,,,30.0,44,0
+6,120000,-186.90625,64,False,90352,0.57327437,0.00011736,1596,0.11912635,True,,,,30.0,44,1
+6,120000,-196.73438,64,False,90352,0.57327437,0.00011736,1596,0.11912635,True,,,,30.0,44,2
 7,120000,-200.0,64,True,116254,0.94625262,9.365e-05,1507,0.18302749,True,0.71749711,0.6733047,0.0007554,36.0,44,0
 7,120000,-200.0,64,True,116254,0.94625262,9.365e-05,1507,0.18302749,True,0.71749711,0.6733047,0.0007554,36.0,44,1
 7,120000,-200.0,64,True,116254,0.94625262,9.365e-05,1507,0.18302749,True,0.71749711,0.6733047,0.0007554,36.0,44,2
-8,120000,-200.0,128,True,32451,0.56921107,0.001319,1674,0.09214805,False,0.87409502,0.59426603,2.63e-06,NaN,44,0
-8,120000,-200.0,128,True,32451,0.56921107,0.001319,1674,0.09214805,False,0.87409502,0.59426603,2.63e-06,NaN,44,1
-8,120000,-200.0,128,True,32451,0.56921107,0.001319,1674,0.09214805,False,0.87409502,0.59426603,2.63e-06,NaN,44,2
-9,120000,-200.0,256,False,91511,0.74634829,0.0115294,684,0.04184128,False,NaN,NaN,NaN,NaN,44,0
-9,120000,-200.0,256,False,91511,0.74634829,0.0115294,684,0.04184128,False,NaN,NaN,NaN,NaN,44,1
-9,120000,-200.0,256,False,91511,0.74634829,0.0115294,684,0.04184128,False,NaN,NaN,NaN,NaN,44,2
+8,120000,-200.0,128,True,32451,0.56921107,0.001319,1674,0.09214805,False,0.87409502,0.59426603,2.63e-06,,44,0
+8,120000,-200.0,128,True,32451,0.56921107,0.001319,1674,0.09214805,False,0.87409502,0.59426603,2.63e-06,,44,1
+8,120000,-200.0,128,True,32451,0.56921107,0.001319,1674,0.09214805,False,0.87409502,0.59426603,2.63e-06,,44,2
+9,120000,-200.0,256,False,91511,0.74634829,0.0115294,684,0.04184128,False,,,,,44,0
+9,120000,-200.0,256,False,91511,0.74634829,0.0115294,684,0.04184128,False,,,,,44,1
+9,120000,-200.0,256,False,91511,0.74634829,0.0115294,684,0.04184128,False,,,,,44,2
 10,120000,-200.0,128,True,4785,0.6542582,0.07757139,1087,0.18318188,True,0.5783107,0.24683747,1.2e-07,100.0,44,0
 10,120000,-200.0,128,True,4785,0.6542582,0.07757139,1087,0.18318188,True,0.5783107,0.24683747,1.2e-07,100.0,44,1
 10,120000,-200.0,128,True,4785,0.6542582,0.07757139,1087,0.18318188,True,0.5783107,0.24683747,1.2e-07,100.0,44,2
-11,120000,-200.0,64,False,12379,0.52044633,0.00484214,1599,0.17762618,True,NaN,NaN,NaN,69.0,44,0
-11,120000,-200.0,64,False,12379,0.52044633,0.00484214,1599,0.17762618,True,NaN,NaN,NaN,69.0,44,1
-11,120000,-200.0,64,False,12379,0.52044633,0.00484214,1599,0.17762618,True,NaN,NaN,NaN,69.0,44,2
-12,120000,-200.0,128,True,85433,0.9282389,8.568e-05,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,NaN,44,0
-12,120000,-200.0,128,True,85433,0.9282389,8.568e-05,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,NaN,44,1
-12,120000,-200.0,128,True,85433,0.9282389,8.568e-05,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,NaN,44,2
-13,120000,-200.0,128,True,30229,0.90014776,0.00311317,1424,0.09341959,False,0.82948327,0.34580389,2e-07,NaN,44,0
-13,120000,-200.0,128,True,30229,0.90014776,0.00311317,1424,0.09341959,False,0.82948327,0.34580389,2e-07,NaN,44,1
-13,120000,-200.0,128,True,30229,0.90014776,0.00311317,1424,0.09341959,False,0.82948327,0.34580389,2e-07,NaN,44,2
-14,120000,-200.0,128,True,44836,0.87263546,0.01084176,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,NaN,44,0
-14,120000,-200.0,128,True,44836,0.87263546,0.01084176,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,NaN,44,1
-14,120000,-200.0,128,True,44836,0.87263546,0.01084176,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,NaN,44,2
+11,120000,-200.0,64,False,12379,0.52044633,0.00484214,1599,0.17762618,True,,,,69.0,44,0
+11,120000,-200.0,64,False,12379,0.52044633,0.00484214,1599,0.17762618,True,,,,69.0,44,1
+11,120000,-200.0,64,False,12379,0.52044633,0.00484214,1599,0.17762618,True,,,,69.0,44,2
+12,120000,-200.0,128,True,85433,0.9282389,8.568e-05,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,,44,0
+12,120000,-200.0,128,True,85433,0.9282389,8.568e-05,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,,44,1
+12,120000,-200.0,128,True,85433,0.9282389,8.568e-05,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,,44,2
+13,120000,-200.0,128,True,30229,0.90014776,0.00311317,1424,0.09341959,False,0.82948327,0.34580389,2e-07,,44,0
+13,120000,-200.0,128,True,30229,0.90014776,0.00311317,1424,0.09341959,False,0.82948327,0.34580389,2e-07,,44,1
+13,120000,-200.0,128,True,30229,0.90014776,0.00311317,1424,0.09341959,False,0.82948327,0.34580389,2e-07,,44,2
+14,120000,-200.0,128,True,44836,0.87263546,0.01084176,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,,44,0
+14,120000,-200.0,128,True,44836,0.87263546,0.01084176,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,,44,1
+14,120000,-200.0,128,True,44836,0.87263546,0.01084176,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,,44,2
 15,120000,-200.0,256,True,50880,0.95521004,1.149e-05,520,0.08985127,True,0.2122377,0.35170169,1.71e-06,65.0,44,0
 15,120000,-200.0,256,True,50880,0.95521004,1.149e-05,520,0.08985127,True,0.2122377,0.35170169,1.71e-06,65.0,44,1
 15,120000,-200.0,256,True,50880,0.95521004,1.149e-05,520,0.08985127,True,0.2122377,0.35170169,1.71e-06,65.0,44,2
-16,120000,-109.03125,256,False,83629,0.79553779,2.77e-06,667,0.13099956,True,NaN,NaN,NaN,30.0,44,0
-16,120000,-112.97656,256,False,83629,0.79553779,2.77e-06,667,0.13099956,True,NaN,NaN,NaN,30.0,44,1
-16,120000,-105.53125,256,False,83629,0.79553779,2.77e-06,667,0.13099956,True,NaN,NaN,NaN,30.0,44,2
-17,120000,-123.82031,64,False,21637,0.5801064,0.00018583,1148,0.1145223,True,NaN,NaN,NaN,90.0,44,0
-17,120000,-112.02344,64,False,21637,0.5801064,0.00018583,1148,0.1145223,True,NaN,NaN,NaN,90.0,44,1
-17,120000,-108.44531,64,False,21637,0.5801064,0.00018583,1148,0.1145223,True,NaN,NaN,NaN,90.0,44,2
+16,120000,-109.03125,256,False,83629,0.79553779,2.77e-06,667,0.13099956,True,,,,30.0,44,0
+16,120000,-112.97656,256,False,83629,0.79553779,2.77e-06,667,0.13099956,True,,,,30.0,44,1
+16,120000,-105.53125,256,False,83629,0.79553779,2.77e-06,667,0.13099956,True,,,,30.0,44,2
+17,120000,-123.82031,64,False,21637,0.5801064,0.00018583,1148,0.1145223,True,,,,90.0,44,0
+17,120000,-112.02344,64,False,21637,0.5801064,0.00018583,1148,0.1145223,True,,,,90.0,44,1
+17,120000,-108.44531,64,False,21637,0.5801064,0.00018583,1148,0.1145223,True,,,,90.0,44,2
 18,120000,-170.46875,64,True,34088,0.89757091,0.03020245,791,0.14478454,True,0.67974828,0.27179997,1.32e-06,91.0,44,0
 18,120000,-139.84375,64,True,34088,0.89757091,0.03020245,791,0.14478454,True,0.67974828,0.27179997,1.32e-06,91.0,44,1
 18,120000,-189.38281,64,True,34088,0.89757091,0.03020245,791,0.14478454,True,0.67974828,0.27179997,1.32e-06,91.0,44,2
-19,120000,-200.0,64,False,15988,0.59389143,0.03522739,1603,0.17851429,True,NaN,NaN,NaN,85.0,44,0
-19,120000,-200.0,64,False,15988,0.59389143,0.03522739,1603,0.17851429,True,NaN,NaN,NaN,85.0,44,1
-19,120000,-200.0,64,False,15988,0.59389143,0.03522739,1603,0.17851429,True,NaN,NaN,NaN,85.0,44,2
+19,120000,-200.0,64,False,15988,0.59389143,0.03522739,1603,0.17851429,True,,,,85.0,44,0
+19,120000,-200.0,64,False,15988,0.59389143,0.03522739,1603,0.17851429,True,,,,85.0,44,1
+19,120000,-200.0,64,False,15988,0.59389143,0.03522739,1603,0.17851429,True,,,,85.0,44,2
 20,120000,-200.0,128,True,55209,0.67717498,0.00035404,467,0.08455563,True,0.34729349,0.37676514,2.7e-07,39.0,44,0
 20,120000,-200.0,128,True,55209,0.67717498,0.00035404,467,0.08455563,True,0.34729349,0.37676514,2.7e-07,39.0,44,1
 20,120000,-200.0,128,True,55209,0.67717498,0.00035404,467,0.08455563,True,0.34729349,0.37676514,2.7e-07,39.0,44,2
-21,120000,-195.82812,64,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,NaN,44,0
-21,120000,-187.86719,64,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,NaN,44,1
-21,120000,-168.53125,64,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,NaN,44,2
-22,120000,-200.0,128,False,88687,0.99251539,0.00028168,1273,0.15821694,False,NaN,NaN,NaN,NaN,44,0
-22,120000,-200.0,128,False,88687,0.99251539,0.00028168,1273,0.15821694,False,NaN,NaN,NaN,NaN,44,1
-22,120000,-200.0,128,False,88687,0.99251539,0.00028168,1273,0.15821694,False,NaN,NaN,NaN,NaN,44,2
-23,120000,-108.15625,256,False,114253,0.72774251,0.01380665,333,0.16783972,False,NaN,NaN,NaN,NaN,44,0
-23,120000,-188.16406,256,False,114253,0.72774251,0.01380665,333,0.16783972,False,NaN,NaN,NaN,NaN,44,1
-23,120000,-104.40625,256,False,114253,0.72774251,0.01380665,333,0.16783972,False,NaN,NaN,NaN,NaN,44,2
-24,120000,-152.39062,256,False,3651,0.89799163,0.00040606,1748,0.0280866,False,NaN,NaN,NaN,NaN,44,0
-24,120000,-200.0,256,False,3651,0.89799163,0.00040606,1748,0.0280866,False,NaN,NaN,NaN,NaN,44,1
-24,120000,-200.0,256,False,3651,0.89799163,0.00040606,1748,0.0280866,False,NaN,NaN,NaN,NaN,44,2
-25,120000,-200.0,128,False,92859,0.75268207,0.01157489,575,0.18468338,True,NaN,NaN,NaN,26.0,44,0
-25,120000,-200.0,128,False,92859,0.75268207,0.01157489,575,0.18468338,True,NaN,NaN,NaN,26.0,44,1
-25,120000,-200.0,128,False,92859,0.75268207,0.01157489,575,0.18468338,True,NaN,NaN,NaN,26.0,44,2
-26,120000,-200.0,128,False,25822,0.56130228,0.00062789,1639,0.17373852,False,NaN,NaN,NaN,NaN,44,0
-26,120000,-200.0,128,False,25822,0.56130228,0.00062789,1639,0.17373852,False,NaN,NaN,NaN,NaN,44,1
-26,120000,-200.0,128,False,25822,0.56130228,0.00062789,1639,0.17373852,False,NaN,NaN,NaN,NaN,44,2
-27,120000,-105.44531,256,False,91843,0.63852244,4.171e-05,762,0.02273723,False,NaN,NaN,NaN,NaN,44,0
-27,120000,-116.875,256,False,91843,0.63852244,4.171e-05,762,0.02273723,False,NaN,NaN,NaN,NaN,44,1
-27,120000,-118.484375,256,False,91843,0.63852244,4.171e-05,762,0.02273723,False,NaN,NaN,NaN,NaN,44,2
-28,120000,-200.0,64,False,92676,0.83095346,0.00023513,116,0.04963599,False,NaN,NaN,NaN,NaN,44,0
-28,120000,-200.0,64,False,92676,0.83095346,0.00023513,116,0.04963599,False,NaN,NaN,NaN,NaN,44,1
-28,120000,-200.0,64,False,92676,0.83095346,0.00023513,116,0.04963599,False,NaN,NaN,NaN,NaN,44,2
-29,120000,-200.0,64,False,69119,0.99637095,0.00047535,875,0.1018977,True,NaN,NaN,NaN,37.0,44,0
-29,120000,-200.0,64,False,69119,0.99637095,0.00047535,875,0.1018977,True,NaN,NaN,NaN,37.0,44,1
-29,120000,-200.0,64,False,69119,0.99637095,0.00047535,875,0.1018977,True,NaN,NaN,NaN,37.0,44,2
-30,120000,-200.0,256,False,49605,0.52704893,0.0003172,393,0.01543272,True,NaN,NaN,NaN,8.0,44,0
-30,120000,-200.0,256,False,49605,0.52704893,0.0003172,393,0.01543272,True,NaN,NaN,NaN,8.0,44,1
-30,120000,-200.0,256,False,49605,0.52704893,0.0003172,393,0.01543272,True,NaN,NaN,NaN,8.0,44,2
+21,120000,-195.82812,64,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,,44,0
+21,120000,-187.86719,64,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,,44,1
+21,120000,-168.53125,64,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,,44,2
+22,120000,-200.0,128,False,88687,0.99251539,0.00028168,1273,0.15821694,False,,,,,44,0
+22,120000,-200.0,128,False,88687,0.99251539,0.00028168,1273,0.15821694,False,,,,,44,1
+22,120000,-200.0,128,False,88687,0.99251539,0.00028168,1273,0.15821694,False,,,,,44,2
+23,120000,-108.15625,256,False,114253,0.72774251,0.01380665,333,0.16783972,False,,,,,44,0
+23,120000,-188.16406,256,False,114253,0.72774251,0.01380665,333,0.16783972,False,,,,,44,1
+23,120000,-104.40625,256,False,114253,0.72774251,0.01380665,333,0.16783972,False,,,,,44,2
+24,120000,-152.39062,256,False,3651,0.89799163,0.00040606,1748,0.0280866,False,,,,,44,0
+24,120000,-200.0,256,False,3651,0.89799163,0.00040606,1748,0.0280866,False,,,,,44,1
+24,120000,-200.0,256,False,3651,0.89799163,0.00040606,1748,0.0280866,False,,,,,44,2
+25,120000,-200.0,128,False,92859,0.75268207,0.01157489,575,0.18468338,True,,,,26.0,44,0
+25,120000,-200.0,128,False,92859,0.75268207,0.01157489,575,0.18468338,True,,,,26.0,44,1
+25,120000,-200.0,128,False,92859,0.75268207,0.01157489,575,0.18468338,True,,,,26.0,44,2
+26,120000,-200.0,128,False,25822,0.56130228,0.00062789,1639,0.17373852,False,,,,,44,0
+26,120000,-200.0,128,False,25822,0.56130228,0.00062789,1639,0.17373852,False,,,,,44,1
+26,120000,-200.0,128,False,25822,0.56130228,0.00062789,1639,0.17373852,False,,,,,44,2
+27,120000,-105.44531,256,False,91843,0.63852244,4.171e-05,762,0.02273723,False,,,,,44,0
+27,120000,-116.875,256,False,91843,0.63852244,4.171e-05,762,0.02273723,False,,,,,44,1
+27,120000,-118.484375,256,False,91843,0.63852244,4.171e-05,762,0.02273723,False,,,,,44,2
+28,120000,-200.0,64,False,92676,0.83095346,0.00023513,116,0.04963599,False,,,,,44,0
+28,120000,-200.0,64,False,92676,0.83095346,0.00023513,116,0.04963599,False,,,,,44,1
+28,120000,-200.0,64,False,92676,0.83095346,0.00023513,116,0.04963599,False,,,,,44,2
+29,120000,-200.0,64,False,69119,0.99637095,0.00047535,875,0.1018977,True,,,,37.0,44,0
+29,120000,-200.0,64,False,69119,0.99637095,0.00047535,875,0.1018977,True,,,,37.0,44,1
+29,120000,-200.0,64,False,69119,0.99637095,0.00047535,875,0.1018977,True,,,,37.0,44,2
+30,120000,-200.0,256,False,49605,0.52704893,0.0003172,393,0.01543272,True,,,,8.0,44,0
+30,120000,-200.0,256,False,49605,0.52704893,0.0003172,393,0.01543272,True,,,,8.0,44,1
+30,120000,-200.0,256,False,49605,0.52704893,0.0003172,393,0.01543272,True,,,,8.0,44,2
 31,120000,-106.828125,256,True,109586,0.72875172,4.479e-05,1692,0.17611553,True,0.09632756,0.28331128,1.796e-05,97.0,44,0
 31,120000,-104.984375,256,True,109586,0.72875172,4.479e-05,1692,0.17611553,True,0.09632756,0.28331128,1.796e-05,97.0,44,1
 31,120000,-110.15625,256,True,109586,0.72875172,4.479e-05,1692,0.17611553,True,0.09632756,0.28331128,1.796e-05,97.0,44,2
 0,120000,-200.0,64,True,17346,0.51450691,1.92e-06,32,0.1114579,True,0.54777049,0.91105155,4.44e-06,45.0,43,0
 0,120000,-200.0,64,True,17346,0.51450691,1.92e-06,32,0.1114579,True,0.54777049,0.91105155,4.44e-06,45.0,43,1
 0,120000,-200.0,64,True,17346,0.51450691,1.92e-06,32,0.1114579,True,0.54777049,0.91105155,4.44e-06,45.0,43,2
-1,120000,-200.0,128,False,42559,0.50018081,0.00958516,1304,0.18046017,False,NaN,NaN,NaN,NaN,43,0
-1,120000,-137.69531,128,False,42559,0.50018081,0.00958516,1304,0.18046017,False,NaN,NaN,NaN,NaN,43,1
-1,120000,-200.0,128,False,42559,0.50018081,0.00958516,1304,0.18046017,False,NaN,NaN,NaN,NaN,43,2
-2,120000,-200.0,128,False,111528,0.88844768,0.04096825,116,0.04913854,False,NaN,NaN,NaN,NaN,43,0
-2,120000,-200.0,128,False,111528,0.88844768,0.04096825,116,0.04913854,False,NaN,NaN,NaN,NaN,43,1
-2,120000,-200.0,128,False,111528,0.88844768,0.04096825,116,0.04913854,False,NaN,NaN,NaN,NaN,43,2
-3,120000,-200.0,256,True,86644,0.96220888,0.05773182,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,NaN,43,0
-3,120000,-200.0,256,True,86644,0.96220888,0.05773182,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,NaN,43,1
-3,120000,-200.0,256,True,86644,0.96220888,0.05773182,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,NaN,43,2
-4,120000,-200.0,64,False,33449,0.86753217,2.568e-05,1614,0.05999268,True,NaN,NaN,NaN,4.0,43,0
-4,120000,-130.66406,64,False,33449,0.86753217,2.568e-05,1614,0.05999268,True,NaN,NaN,NaN,4.0,43,1
-4,120000,-149.96875,64,False,33449,0.86753217,2.568e-05,1614,0.05999268,True,NaN,NaN,NaN,4.0,43,2
-5,120000,-149.65625,256,False,34724,0.83862908,7.22e-06,104,0.07808968,False,NaN,NaN,NaN,NaN,43,0
-5,120000,-116.74219,256,False,34724,0.83862908,7.22e-06,104,0.07808968,False,NaN,NaN,NaN,NaN,43,1
-5,120000,-122.5625,256,False,34724,0.83862908,7.22e-06,104,0.07808968,False,NaN,NaN,NaN,NaN,43,2
-6,120000,-200.0,64,False,3643,0.51354052,0.00053255,1054,0.03124912,False,NaN,NaN,NaN,NaN,43,0
-6,120000,-200.0,64,False,3643,0.51354052,0.00053255,1054,0.03124912,False,NaN,NaN,NaN,NaN,43,1
-6,120000,-200.0,64,False,3643,0.51354052,0.00053255,1054,0.03124912,False,NaN,NaN,NaN,NaN,43,2
-7,120000,-200.0,128,False,105719,0.94077995,3.084e-05,674,0.01682252,True,NaN,NaN,NaN,72.0,43,0
-7,120000,-200.0,128,False,105719,0.94077995,3.084e-05,674,0.01682252,True,NaN,NaN,NaN,72.0,43,1
-7,120000,-200.0,128,False,105719,0.94077995,3.084e-05,674,0.01682252,True,NaN,NaN,NaN,72.0,43,2
+1,120000,-200.0,128,False,42559,0.50018081,0.00958516,1304,0.18046017,False,,,,,43,0
+1,120000,-137.69531,128,False,42559,0.50018081,0.00958516,1304,0.18046017,False,,,,,43,1
+1,120000,-200.0,128,False,42559,0.50018081,0.00958516,1304,0.18046017,False,,,,,43,2
+2,120000,-200.0,128,False,111528,0.88844768,0.04096825,116,0.04913854,False,,,,,43,0
+2,120000,-200.0,128,False,111528,0.88844768,0.04096825,116,0.04913854,False,,,,,43,1
+2,120000,-200.0,128,False,111528,0.88844768,0.04096825,116,0.04913854,False,,,,,43,2
+3,120000,-200.0,256,True,86644,0.96220888,0.05773182,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,,43,0
+3,120000,-200.0,256,True,86644,0.96220888,0.05773182,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,,43,1
+3,120000,-200.0,256,True,86644,0.96220888,0.05773182,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,,43,2
+4,120000,-200.0,64,False,33449,0.86753217,2.568e-05,1614,0.05999268,True,,,,4.0,43,0
+4,120000,-130.66406,64,False,33449,0.86753217,2.568e-05,1614,0.05999268,True,,,,4.0,43,1
+4,120000,-149.96875,64,False,33449,0.86753217,2.568e-05,1614,0.05999268,True,,,,4.0,43,2
+5,120000,-149.65625,256,False,34724,0.83862908,7.22e-06,104,0.07808968,False,,,,,43,0
+5,120000,-116.74219,256,False,34724,0.83862908,7.22e-06,104,0.07808968,False,,,,,43,1
+5,120000,-122.5625,256,False,34724,0.83862908,7.22e-06,104,0.07808968,False,,,,,43,2
+6,120000,-200.0,64,False,3643,0.51354052,0.00053255,1054,0.03124912,False,,,,,43,0
+6,120000,-200.0,64,False,3643,0.51354052,0.00053255,1054,0.03124912,False,,,,,43,1
+6,120000,-200.0,64,False,3643,0.51354052,0.00053255,1054,0.03124912,False,,,,,43,2
+7,120000,-200.0,128,False,105719,0.94077995,3.084e-05,674,0.01682252,True,,,,72.0,43,0
+7,120000,-200.0,128,False,105719,0.94077995,3.084e-05,674,0.01682252,True,,,,72.0,43,1
+7,120000,-200.0,128,False,105719,0.94077995,3.084e-05,674,0.01682252,True,,,,72.0,43,2
 8,120000,-200.0,256,True,89137,0.58201579,0.0379177,1261,0.06686598,True,0.31449423,0.93256208,0.00016768,25.0,43,0
 8,120000,-200.0,256,True,89137,0.58201579,0.0379177,1261,0.06686598,True,0.31449423,0.93256208,0.00016768,25.0,43,1
 8,120000,-200.0,256,True,89137,0.58201579,0.0379177,1261,0.06686598,True,0.31449423,0.93256208,0.00016768,25.0,43,2
-9,120000,-200.0,128,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,NaN,43,0
-9,120000,-200.0,128,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,NaN,43,1
-9,120000,-200.0,128,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,NaN,43,2
-10,120000,-200.0,128,False,5051,0.6308016,0.00016687,308,0.00982639,False,NaN,NaN,NaN,NaN,43,0
-10,120000,-200.0,128,False,5051,0.6308016,0.00016687,308,0.00982639,False,NaN,NaN,NaN,NaN,43,1
-10,120000,-200.0,128,False,5051,0.6308016,0.00016687,308,0.00982639,False,NaN,NaN,NaN,NaN,43,2
-11,120000,-200.0,256,True,28824,0.99235582,0.00306417,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,NaN,43,0
-11,120000,-200.0,256,True,28824,0.99235582,0.00306417,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,NaN,43,1
-11,120000,-200.0,256,True,28824,0.99235582,0.00306417,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,NaN,43,2
-12,120000,-200.0,256,False,72496,0.62172763,0.00101451,643,0.03027329,False,NaN,NaN,NaN,NaN,43,0
-12,120000,-200.0,256,False,72496,0.62172763,0.00101451,643,0.03027329,False,NaN,NaN,NaN,NaN,43,1
-12,120000,-200.0,256,False,72496,0.62172763,0.00101451,643,0.03027329,False,NaN,NaN,NaN,NaN,43,2
-13,120000,-200.0,64,True,93249,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,NaN,43,0
-13,120000,-200.0,64,True,93249,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,NaN,43,1
-13,120000,-200.0,64,True,93249,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,NaN,43,2
+9,120000,-200.0,128,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,,43,0
+9,120000,-200.0,128,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,,43,1
+9,120000,-200.0,128,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,,43,2
+10,120000,-200.0,128,False,5051,0.6308016,0.00016687,308,0.00982639,False,,,,,43,0
+10,120000,-200.0,128,False,5051,0.6308016,0.00016687,308,0.00982639,False,,,,,43,1
+10,120000,-200.0,128,False,5051,0.6308016,0.00016687,308,0.00982639,False,,,,,43,2
+11,120000,-200.0,256,True,28824,0.99235582,0.00306417,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,,43,0
+11,120000,-200.0,256,True,28824,0.99235582,0.00306417,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,,43,1
+11,120000,-200.0,256,True,28824,0.99235582,0.00306417,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,,43,2
+12,120000,-200.0,256,False,72496,0.62172763,0.00101451,643,0.03027329,False,,,,,43,0
+12,120000,-200.0,256,False,72496,0.62172763,0.00101451,643,0.03027329,False,,,,,43,1
+12,120000,-200.0,256,False,72496,0.62172763,0.00101451,643,0.03027329,False,,,,,43,2
+13,120000,-200.0,64,True,93249,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,,43,0
+13,120000,-200.0,64,True,93249,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,,43,1
+13,120000,-200.0,64,True,93249,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,,43,2
 14,120000,-200.0,128,True,66636,0.70329737,5.12e-06,1769,0.00421314,True,0.54225785,0.29599484,2.721e-05,83.0,43,0
 14,120000,-200.0,128,True,66636,0.70329737,5.12e-06,1769,0.00421314,True,0.54225785,0.29599484,2.721e-05,83.0,43,1
 14,120000,-200.0,128,True,66636,0.70329737,5.12e-06,1769,0.00421314,True,0.54225785,0.29599484,2.721e-05,83.0,43,2
-15,120000,-200.0,128,False,7666,0.96898131,0.09845206,158,0.1774289,False,NaN,NaN,NaN,NaN,43,0
-15,120000,-200.0,128,False,7666,0.96898131,0.09845206,158,0.1774289,False,NaN,NaN,NaN,NaN,43,1
-15,120000,-200.0,128,False,7666,0.96898131,0.09845206,158,0.1774289,False,NaN,NaN,NaN,NaN,43,2
-16,120000,-200.0,64,False,4871,0.6490902,1.2e-06,210,0.18743212,False,NaN,NaN,NaN,NaN,43,0
-16,120000,-200.0,64,False,4871,0.6490902,1.2e-06,210,0.18743212,False,NaN,NaN,NaN,NaN,43,1
-16,120000,-200.0,64,False,4871,0.6490902,1.2e-06,210,0.18743212,False,NaN,NaN,NaN,NaN,43,2
-17,120000,-105.42969,128,False,27933,0.77897731,8.661e-05,1823,0.02538879,False,NaN,NaN,NaN,NaN,43,0
-17,120000,-104.13281,128,False,27933,0.77897731,8.661e-05,1823,0.02538879,False,NaN,NaN,NaN,NaN,43,1
-17,120000,-103.75781,128,False,27933,0.77897731,8.661e-05,1823,0.02538879,False,NaN,NaN,NaN,NaN,43,2
-18,120000,-200.0,64,False,76368,0.90726146,0.09026109,911,0.10667463,False,NaN,NaN,NaN,NaN,43,0
-18,120000,-200.0,64,False,76368,0.90726146,0.09026109,911,0.10667463,False,NaN,NaN,NaN,NaN,43,1
-18,120000,-200.0,64,False,76368,0.90726146,0.09026109,911,0.10667463,False,NaN,NaN,NaN,NaN,43,2
-19,120000,-121.17969,128,False,53760,0.92692546,0.00052771,1114,0.01640626,True,NaN,NaN,NaN,66.0,43,0
-19,120000,-116.3125,128,False,53760,0.92692546,0.00052771,1114,0.01640626,True,NaN,NaN,NaN,66.0,43,1
-19,120000,-200.0,128,False,53760,0.92692546,0.00052771,1114,0.01640626,True,NaN,NaN,NaN,66.0,43,2
-20,120000,-200.0,256,False,103720,0.75527673,3.79e-06,584,0.16605569,True,NaN,NaN,NaN,56.0,43,0
-20,120000,-200.0,256,False,103720,0.75527673,3.79e-06,584,0.16605569,True,NaN,NaN,NaN,56.0,43,1
-20,120000,-200.0,256,False,103720,0.75527673,3.79e-06,584,0.16605569,True,NaN,NaN,NaN,56.0,43,2
-21,120000,-141.21094,256,False,14629,0.79653604,3.07e-06,1828,0.16662835,True,NaN,NaN,NaN,13.0,43,0
-21,120000,-122.6875,256,False,14629,0.79653604,3.07e-06,1828,0.16662835,True,NaN,NaN,NaN,13.0,43,1
-21,120000,-200.0,256,False,14629,0.79653604,3.07e-06,1828,0.16662835,True,NaN,NaN,NaN,13.0,43,2
-22,120000,-198.13281,256,True,13461,0.87251815,0.00257765,71,0.1637175,False,0.47969654,0.97371753,2.27e-06,NaN,43,0
-22,120000,-102.38281,256,True,13461,0.87251815,0.00257765,71,0.1637175,False,0.47969654,0.97371753,2.27e-06,NaN,43,1
-22,120000,-113.74219,256,True,13461,0.87251815,0.00257765,71,0.1637175,False,0.47969654,0.97371753,2.27e-06,NaN,43,2
-23,120000,-200.0,128,False,43216,0.65105958,1.51e-06,1138,0.11343466,True,NaN,NaN,NaN,21.0,43,0
-23,120000,-200.0,128,False,43216,0.65105958,1.51e-06,1138,0.11343466,True,NaN,NaN,NaN,21.0,43,1
-23,120000,-200.0,128,False,43216,0.65105958,1.51e-06,1138,0.11343466,True,NaN,NaN,NaN,21.0,43,2
-24,120000,-120.9375,64,False,89144,0.89599221,6.32e-06,520,0.09099824,True,NaN,NaN,NaN,40.0,43,0
-24,120000,-200.0,64,False,89144,0.89599221,6.32e-06,520,0.09099824,True,NaN,NaN,NaN,40.0,43,1
-24,120000,-173.04688,64,False,89144,0.89599221,6.32e-06,520,0.09099824,True,NaN,NaN,NaN,40.0,43,2
+15,120000,-200.0,128,False,7666,0.96898131,0.09845206,158,0.1774289,False,,,,,43,0
+15,120000,-200.0,128,False,7666,0.96898131,0.09845206,158,0.1774289,False,,,,,43,1
+15,120000,-200.0,128,False,7666,0.96898131,0.09845206,158,0.1774289,False,,,,,43,2
+16,120000,-200.0,64,False,4871,0.6490902,1.2e-06,210,0.18743212,False,,,,,43,0
+16,120000,-200.0,64,False,4871,0.6490902,1.2e-06,210,0.18743212,False,,,,,43,1
+16,120000,-200.0,64,False,4871,0.6490902,1.2e-06,210,0.18743212,False,,,,,43,2
+17,120000,-105.42969,128,False,27933,0.77897731,8.661e-05,1823,0.02538879,False,,,,,43,0
+17,120000,-104.13281,128,False,27933,0.77897731,8.661e-05,1823,0.02538879,False,,,,,43,1
+17,120000,-103.75781,128,False,27933,0.77897731,8.661e-05,1823,0.02538879,False,,,,,43,2
+18,120000,-200.0,64,False,76368,0.90726146,0.09026109,911,0.10667463,False,,,,,43,0
+18,120000,-200.0,64,False,76368,0.90726146,0.09026109,911,0.10667463,False,,,,,43,1
+18,120000,-200.0,64,False,76368,0.90726146,0.09026109,911,0.10667463,False,,,,,43,2
+19,120000,-121.17969,128,False,53760,0.92692546,0.00052771,1114,0.01640626,True,,,,66.0,43,0
+19,120000,-116.3125,128,False,53760,0.92692546,0.00052771,1114,0.01640626,True,,,,66.0,43,1
+19,120000,-200.0,128,False,53760,0.92692546,0.00052771,1114,0.01640626,True,,,,66.0,43,2
+20,120000,-200.0,256,False,103720,0.75527673,3.79e-06,584,0.16605569,True,,,,56.0,43,0
+20,120000,-200.0,256,False,103720,0.75527673,3.79e-06,584,0.16605569,True,,,,56.0,43,1
+20,120000,-200.0,256,False,103720,0.75527673,3.79e-06,584,0.16605569,True,,,,56.0,43,2
+21,120000,-141.21094,256,False,14629,0.79653604,3.07e-06,1828,0.16662835,True,,,,13.0,43,0
+21,120000,-122.6875,256,False,14629,0.79653604,3.07e-06,1828,0.16662835,True,,,,13.0,43,1
+21,120000,-200.0,256,False,14629,0.79653604,3.07e-06,1828,0.16662835,True,,,,13.0,43,2
+22,120000,-198.13281,256,True,13461,0.87251815,0.00257765,71,0.1637175,False,0.47969654,0.97371753,2.27e-06,,43,0
+22,120000,-102.38281,256,True,13461,0.87251815,0.00257765,71,0.1637175,False,0.47969654,0.97371753,2.27e-06,,43,1
+22,120000,-113.74219,256,True,13461,0.87251815,0.00257765,71,0.1637175,False,0.47969654,0.97371753,2.27e-06,,43,2
+23,120000,-200.0,128,False,43216,0.65105958,1.51e-06,1138,0.11343466,True,,,,21.0,43,0
+23,120000,-200.0,128,False,43216,0.65105958,1.51e-06,1138,0.11343466,True,,,,21.0,43,1
+23,120000,-200.0,128,False,43216,0.65105958,1.51e-06,1138,0.11343466,True,,,,21.0,43,2
+24,120000,-120.9375,64,False,89144,0.89599221,6.32e-06,520,0.09099824,True,,,,40.0,43,0
+24,120000,-200.0,64,False,89144,0.89599221,6.32e-06,520,0.09099824,True,,,,40.0,43,1
+24,120000,-173.04688,64,False,89144,0.89599221,6.32e-06,520,0.09099824,True,,,,40.0,43,2
 25,120000,-200.0,256,True,47583,0.78178756,0.03594624,478,0.18142866,True,0.48774122,0.09809442,1.02e-06,62.0,43,0
 25,120000,-200.0,256,True,47583,0.78178756,0.03594624,478,0.18142866,True,0.48774122,0.09809442,1.02e-06,62.0,43,1
 25,120000,-200.0,256,True,47583,0.78178756,0.03594624,478,0.18142866,True,0.48774122,0.09809442,1.02e-06,62.0,43,2
-26,120000,-200.0,128,False,58276,0.91078482,0.00058516,241,0.10766683,True,NaN,NaN,NaN,58.0,43,0
-26,120000,-134.19531,128,False,58276,0.91078482,0.00058516,241,0.10766683,True,NaN,NaN,NaN,58.0,43,1
-26,120000,-110.61719,128,False,58276,0.91078482,0.00058516,241,0.10766683,True,NaN,NaN,NaN,58.0,43,2
+26,120000,-200.0,128,False,58276,0.91078482,0.00058516,241,0.10766683,True,,,,58.0,43,0
+26,120000,-134.19531,128,False,58276,0.91078482,0.00058516,241,0.10766683,True,,,,58.0,43,1
+26,120000,-110.61719,128,False,58276,0.91078482,0.00058516,241,0.10766683,True,,,,58.0,43,2
 27,120000,-200.0,128,True,4616,0.93419044,0.00014819,837,0.12889453,True,0.39597958,0.59858233,5.016e-05,55.0,43,0
 27,120000,-199.33594,128,True,4616,0.93419044,0.00014819,837,0.12889453,True,0.39597958,0.59858233,5.016e-05,55.0,43,1
 27,120000,-200.0,128,True,4616,0.93419044,0.00014819,837,0.12889453,True,0.39597958,0.59858233,5.016e-05,55.0,43,2
-28,120000,-110.78125,128,True,36912,0.54626109,0.00011912,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,NaN,43,0
-28,120000,-134.35938,128,True,36912,0.54626109,0.00011912,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,NaN,43,1
-28,120000,-149.79688,128,True,36912,0.54626109,0.00011912,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,NaN,43,2
-29,120000,-200.0,256,False,59480,0.55228418,0.00036975,986,0.06754,True,NaN,NaN,NaN,62.0,43,0
-29,120000,-200.0,256,False,59480,0.55228418,0.00036975,986,0.06754,True,NaN,NaN,NaN,62.0,43,1
-29,120000,-200.0,256,False,59480,0.55228418,0.00036975,986,0.06754,True,NaN,NaN,NaN,62.0,43,2
-30,120000,-151.60156,256,False,56541,0.9123164,0.00570074,523,0.08105613,True,NaN,NaN,NaN,27.0,43,0
-30,120000,-118.21875,256,False,56541,0.9123164,0.00570074,523,0.08105613,True,NaN,NaN,NaN,27.0,43,1
-30,120000,-191.03125,256,False,56541,0.9123164,0.00570074,523,0.08105613,True,NaN,NaN,NaN,27.0,43,2
-31,120000,-129.8125,256,True,76511,0.55808698,0.04261646,547,0.07860637,False,0.64140431,0.51786661,1.1e-07,NaN,43,0
-31,120000,-157.35156,256,True,76511,0.55808698,0.04261646,547,0.07860637,False,0.64140431,0.51786661,1.1e-07,NaN,43,1
-31,120000,-175.52344,256,True,76511,0.55808698,0.04261646,547,0.07860637,False,0.64140431,0.51786661,1.1e-07,NaN,43,2
-0,120000,-200.0,128,False,52635,0.69703109,2.821e-05,1268,0.01048299,True,NaN,NaN,NaN,100.0,46,0
-0,120000,-200.0,128,False,52635,0.69703109,2.821e-05,1268,0.01048299,True,NaN,NaN,NaN,100.0,46,1
-0,120000,-200.0,128,False,52635,0.69703109,2.821e-05,1268,0.01048299,True,NaN,NaN,NaN,100.0,46,2
-1,120000,-200.0,64,False,54715,0.91792586,0.02259034,1389,0.04513368,True,NaN,NaN,NaN,17.0,46,0
-1,120000,-200.0,64,False,54715,0.91792586,0.02259034,1389,0.04513368,True,NaN,NaN,NaN,17.0,46,1
-1,120000,-200.0,64,False,54715,0.91792586,0.02259034,1389,0.04513368,True,NaN,NaN,NaN,17.0,46,2
+28,120000,-110.78125,128,True,36912,0.54626109,0.00011912,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,,43,0
+28,120000,-134.35938,128,True,36912,0.54626109,0.00011912,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,,43,1
+28,120000,-149.79688,128,True,36912,0.54626109,0.00011912,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,,43,2
+29,120000,-200.0,256,False,59480,0.55228418,0.00036975,986,0.06754,True,,,,62.0,43,0
+29,120000,-200.0,256,False,59480,0.55228418,0.00036975,986,0.06754,True,,,,62.0,43,1
+29,120000,-200.0,256,False,59480,0.55228418,0.00036975,986,0.06754,True,,,,62.0,43,2
+30,120000,-151.60156,256,False,56541,0.9123164,0.00570074,523,0.08105613,True,,,,27.0,43,0
+30,120000,-118.21875,256,False,56541,0.9123164,0.00570074,523,0.08105613,True,,,,27.0,43,1
+30,120000,-191.03125,256,False,56541,0.9123164,0.00570074,523,0.08105613,True,,,,27.0,43,2
+31,120000,-129.8125,256,True,76511,0.55808698,0.04261646,547,0.07860637,False,0.64140431,0.51786661,1.1e-07,,43,0
+31,120000,-157.35156,256,True,76511,0.55808698,0.04261646,547,0.07860637,False,0.64140431,0.51786661,1.1e-07,,43,1
+31,120000,-175.52344,256,True,76511,0.55808698,0.04261646,547,0.07860637,False,0.64140431,0.51786661,1.1e-07,,43,2
+0,120000,-200.0,128,False,52635,0.69703109,2.821e-05,1268,0.01048299,True,,,,100.0,46,0
+0,120000,-200.0,128,False,52635,0.69703109,2.821e-05,1268,0.01048299,True,,,,100.0,46,1
+0,120000,-200.0,128,False,52635,0.69703109,2.821e-05,1268,0.01048299,True,,,,100.0,46,2
+1,120000,-200.0,64,False,54715,0.91792586,0.02259034,1389,0.04513368,True,,,,17.0,46,0
+1,120000,-200.0,64,False,54715,0.91792586,0.02259034,1389,0.04513368,True,,,,17.0,46,1
+1,120000,-200.0,64,False,54715,0.91792586,0.02259034,1389,0.04513368,True,,,,17.0,46,2
 2,120000,-200.0,64,True,46703,0.53665662,0.00344956,1731,0.18859817,True,0.59873965,0.76173852,1e-07,87.0,46,0
 2,120000,-200.0,64,True,46703,0.53665662,0.00344956,1731,0.18859817,True,0.59873965,0.76173852,1e-07,87.0,46,1
 2,120000,-200.0,64,True,46703,0.53665662,0.00344956,1731,0.18859817,True,0.59873965,0.76173852,1e-07,87.0,46,2
@@ -398,18 +398,18 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 4,120000,-200.0,64,True,98738,0.80324019,0.00110971,1472,0.11866347,True,0.61143255,0.98597003,5.42e-06,89.0,46,0
 4,120000,-200.0,64,True,98738,0.80324019,0.00110971,1472,0.11866347,True,0.61143255,0.98597003,5.42e-06,89.0,46,1
 4,120000,-200.0,64,True,98738,0.80324019,0.00110971,1472,0.11866347,True,0.61143255,0.98597003,5.42e-06,89.0,46,2
-5,120000,-200.0,256,False,38575,0.99324587,0.00119601,783,0.04082521,False,NaN,NaN,NaN,NaN,46,0
-5,120000,-200.0,256,False,38575,0.99324587,0.00119601,783,0.04082521,False,NaN,NaN,NaN,NaN,46,1
-5,120000,-200.0,256,False,38575,0.99324587,0.00119601,783,0.04082521,False,NaN,NaN,NaN,NaN,46,2
-6,120000,-109.40625,128,False,74818,0.50659622,0.0009659,905,0.00352992,False,NaN,NaN,NaN,NaN,46,0
-6,120000,-109.3125,128,False,74818,0.50659622,0.0009659,905,0.00352992,False,NaN,NaN,NaN,NaN,46,1
-6,120000,-126.57031,128,False,74818,0.50659622,0.0009659,905,0.00352992,False,NaN,NaN,NaN,NaN,46,2
-7,120000,-200.0,64,False,70529,0.63653402,2.11e-06,2008,0.10202313,False,NaN,NaN,NaN,NaN,46,0
-7,120000,-200.0,64,False,70529,0.63653402,2.11e-06,2008,0.10202313,False,NaN,NaN,NaN,NaN,46,1
-7,120000,-200.0,64,False,70529,0.63653402,2.11e-06,2008,0.10202313,False,NaN,NaN,NaN,NaN,46,2
-8,120000,-200.0,64,True,1291,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,NaN,46,0
-8,120000,-200.0,64,True,1291,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,NaN,46,1
-8,120000,-200.0,64,True,1291,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,NaN,46,2
+5,120000,-200.0,256,False,38575,0.99324587,0.00119601,783,0.04082521,False,,,,,46,0
+5,120000,-200.0,256,False,38575,0.99324587,0.00119601,783,0.04082521,False,,,,,46,1
+5,120000,-200.0,256,False,38575,0.99324587,0.00119601,783,0.04082521,False,,,,,46,2
+6,120000,-109.40625,128,False,74818,0.50659622,0.0009659,905,0.00352992,False,,,,,46,0
+6,120000,-109.3125,128,False,74818,0.50659622,0.0009659,905,0.00352992,False,,,,,46,1
+6,120000,-126.57031,128,False,74818,0.50659622,0.0009659,905,0.00352992,False,,,,,46,2
+7,120000,-200.0,64,False,70529,0.63653402,2.11e-06,2008,0.10202313,False,,,,,46,0
+7,120000,-200.0,64,False,70529,0.63653402,2.11e-06,2008,0.10202313,False,,,,,46,1
+7,120000,-200.0,64,False,70529,0.63653402,2.11e-06,2008,0.10202313,False,,,,,46,2
+8,120000,-200.0,64,True,1291,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,,46,0
+8,120000,-200.0,64,True,1291,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,,46,1
+8,120000,-200.0,64,True,1291,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,,46,2
 9,120000,-200.0,128,True,7858,0.51712145,2.787e-05,905,0.01731761,True,0.18538033,0.63593815,3.01e-06,25.0,46,0
 9,120000,-200.0,128,True,7858,0.51712145,2.787e-05,905,0.01731761,True,0.18538033,0.63593815,3.01e-06,25.0,46,1
 9,120000,-200.0,128,True,7858,0.51712145,2.787e-05,905,0.01731761,True,0.18538033,0.63593815,3.01e-06,25.0,46,2
@@ -419,63 +419,63 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 11,120000,-200.0,64,True,34523,0.80955349,0.00477016,403,0.00680405,True,0.78639349,0.15557144,2.9e-07,99.0,46,0
 11,120000,-200.0,64,True,34523,0.80955349,0.00477016,403,0.00680405,True,0.78639349,0.15557144,2.9e-07,99.0,46,1
 11,120000,-200.0,64,True,34523,0.80955349,0.00477016,403,0.00680405,True,0.78639349,0.15557144,2.9e-07,99.0,46,2
-12,120000,-200.0,64,True,81855,0.94889846,0.01026141,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,NaN,46,0
-12,120000,-200.0,64,True,81855,0.94889846,0.01026141,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,NaN,46,1
-12,120000,-200.0,64,True,81855,0.94889846,0.01026141,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,NaN,46,2
-13,120000,-200.0,256,False,9516,0.6653367,7.675e-05,522,0.04481315,True,NaN,NaN,NaN,46.0,46,0
-13,120000,-151.15625,256,False,9516,0.6653367,7.675e-05,522,0.04481315,True,NaN,NaN,NaN,46.0,46,1
-13,120000,-195.0,256,False,9516,0.6653367,7.675e-05,522,0.04481315,True,NaN,NaN,NaN,46.0,46,2
-14,120000,-200.0,64,False,117623,0.85685073,3.09e-06,2024,0.18121206,True,NaN,NaN,NaN,11.0,46,0
-14,120000,-200.0,64,False,117623,0.85685073,3.09e-06,2024,0.18121206,True,NaN,NaN,NaN,11.0,46,1
-14,120000,-200.0,64,False,117623,0.85685073,3.09e-06,2024,0.18121206,True,NaN,NaN,NaN,11.0,46,2
-15,120000,-200.0,256,False,1773,0.95427356,2.285e-05,798,0.09866776,True,NaN,NaN,NaN,87.0,46,0
-15,120000,-200.0,256,False,1773,0.95427356,2.285e-05,798,0.09866776,True,NaN,NaN,NaN,87.0,46,1
-15,120000,-200.0,256,False,1773,0.95427356,2.285e-05,798,0.09866776,True,NaN,NaN,NaN,87.0,46,2
-16,120000,-200.0,64,False,78040,0.85758611,0.02362363,1903,0.0837656,False,NaN,NaN,NaN,NaN,46,0
-16,120000,-200.0,64,False,78040,0.85758611,0.02362363,1903,0.0837656,False,NaN,NaN,NaN,NaN,46,1
-16,120000,-200.0,64,False,78040,0.85758611,0.02362363,1903,0.0837656,False,NaN,NaN,NaN,NaN,46,2
-17,120000,-200.0,128,False,82005,0.80042539,0.00598875,1128,0.04923557,True,NaN,NaN,NaN,37.0,46,0
-17,120000,-116.89844,128,False,82005,0.80042539,0.00598875,1128,0.04923557,True,NaN,NaN,NaN,37.0,46,1
-17,120000,-200.0,128,False,82005,0.80042539,0.00598875,1128,0.04923557,True,NaN,NaN,NaN,37.0,46,2
+12,120000,-200.0,64,True,81855,0.94889846,0.01026141,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,,46,0
+12,120000,-200.0,64,True,81855,0.94889846,0.01026141,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,,46,1
+12,120000,-200.0,64,True,81855,0.94889846,0.01026141,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,,46,2
+13,120000,-200.0,256,False,9516,0.6653367,7.675e-05,522,0.04481315,True,,,,46.0,46,0
+13,120000,-151.15625,256,False,9516,0.6653367,7.675e-05,522,0.04481315,True,,,,46.0,46,1
+13,120000,-195.0,256,False,9516,0.6653367,7.675e-05,522,0.04481315,True,,,,46.0,46,2
+14,120000,-200.0,64,False,117623,0.85685073,3.09e-06,2024,0.18121206,True,,,,11.0,46,0
+14,120000,-200.0,64,False,117623,0.85685073,3.09e-06,2024,0.18121206,True,,,,11.0,46,1
+14,120000,-200.0,64,False,117623,0.85685073,3.09e-06,2024,0.18121206,True,,,,11.0,46,2
+15,120000,-200.0,256,False,1773,0.95427356,2.285e-05,798,0.09866776,True,,,,87.0,46,0
+15,120000,-200.0,256,False,1773,0.95427356,2.285e-05,798,0.09866776,True,,,,87.0,46,1
+15,120000,-200.0,256,False,1773,0.95427356,2.285e-05,798,0.09866776,True,,,,87.0,46,2
+16,120000,-200.0,64,False,78040,0.85758611,0.02362363,1903,0.0837656,False,,,,,46,0
+16,120000,-200.0,64,False,78040,0.85758611,0.02362363,1903,0.0837656,False,,,,,46,1
+16,120000,-200.0,64,False,78040,0.85758611,0.02362363,1903,0.0837656,False,,,,,46,2
+17,120000,-200.0,128,False,82005,0.80042539,0.00598875,1128,0.04923557,True,,,,37.0,46,0
+17,120000,-116.89844,128,False,82005,0.80042539,0.00598875,1128,0.04923557,True,,,,37.0,46,1
+17,120000,-200.0,128,False,82005,0.80042539,0.00598875,1128,0.04923557,True,,,,37.0,46,2
 18,120000,-200.0,64,True,39339,0.6174475,0.00653467,314,0.17649297,True,0.67555296,0.03814238,2.5e-07,28.0,46,0
 18,120000,-200.0,64,True,39339,0.6174475,0.00653467,314,0.17649297,True,0.67555296,0.03814238,2.5e-07,28.0,46,1
 18,120000,-100.578125,64,True,39339,0.6174475,0.00653467,314,0.17649297,True,0.67555296,0.03814238,2.5e-07,28.0,46,2
-19,120000,-200.0,256,True,1308,0.99299644,1.119e-05,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,NaN,46,0
-19,120000,-200.0,256,True,1308,0.99299644,1.119e-05,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,NaN,46,1
-19,120000,-200.0,256,True,1308,0.99299644,1.119e-05,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,NaN,46,2
-20,120000,-181.35938,128,False,105132,0.51960703,4.602e-05,809,0.13086235,True,NaN,NaN,NaN,94.0,46,0
-20,120000,-194.03125,128,False,105132,0.51960703,4.602e-05,809,0.13086235,True,NaN,NaN,NaN,94.0,46,1
-20,120000,-200.0,128,False,105132,0.51960703,4.602e-05,809,0.13086235,True,NaN,NaN,NaN,94.0,46,2
-21,120000,-200.0,256,True,2870,0.78466348,2.16e-06,1137,0.02356971,False,0.48827003,0.78391394,0.00043113,NaN,46,0
-21,120000,-200.0,256,True,2870,0.78466348,2.16e-06,1137,0.02356971,False,0.48827003,0.78391394,0.00043113,NaN,46,1
-21,120000,-200.0,256,True,2870,0.78466348,2.16e-06,1137,0.02356971,False,0.48827003,0.78391394,0.00043113,NaN,46,2
+19,120000,-200.0,256,True,1308,0.99299644,1.119e-05,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,,46,0
+19,120000,-200.0,256,True,1308,0.99299644,1.119e-05,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,,46,1
+19,120000,-200.0,256,True,1308,0.99299644,1.119e-05,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,,46,2
+20,120000,-181.35938,128,False,105132,0.51960703,4.602e-05,809,0.13086235,True,,,,94.0,46,0
+20,120000,-194.03125,128,False,105132,0.51960703,4.602e-05,809,0.13086235,True,,,,94.0,46,1
+20,120000,-200.0,128,False,105132,0.51960703,4.602e-05,809,0.13086235,True,,,,94.0,46,2
+21,120000,-200.0,256,True,2870,0.78466348,2.16e-06,1137,0.02356971,False,0.48827003,0.78391394,0.00043113,,46,0
+21,120000,-200.0,256,True,2870,0.78466348,2.16e-06,1137,0.02356971,False,0.48827003,0.78391394,0.00043113,,46,1
+21,120000,-200.0,256,True,2870,0.78466348,2.16e-06,1137,0.02356971,False,0.48827003,0.78391394,0.00043113,,46,2
 22,120000,-200.0,256,True,114589,0.73004447,0.01506559,82,0.05563632,True,0.54829583,0.58274402,1.019e-05,66.0,46,0
 22,120000,-200.0,256,True,114589,0.73004447,0.01506559,82,0.05563632,True,0.54829583,0.58274402,1.019e-05,66.0,46,1
 22,120000,-200.0,256,True,114589,0.73004447,0.01506559,82,0.05563632,True,0.54829583,0.58274402,1.019e-05,66.0,46,2
-23,120000,-200.0,256,False,58809,0.98006682,2.9e-05,1656,0.16124832,False,NaN,NaN,NaN,NaN,46,0
-23,120000,-144.33594,256,False,58809,0.98006682,2.9e-05,1656,0.16124832,False,NaN,NaN,NaN,NaN,46,1
-23,120000,-143.61719,256,False,58809,0.98006682,2.9e-05,1656,0.16124832,False,NaN,NaN,NaN,NaN,46,2
-24,120000,-200.0,128,True,17228,0.74247039,0.00071601,539,0.14001727,False,0.46990778,0.9258991,3.1e-07,NaN,46,0
-24,120000,-200.0,128,True,17228,0.74247039,0.00071601,539,0.14001727,False,0.46990778,0.9258991,3.1e-07,NaN,46,1
-24,120000,-200.0,128,True,17228,0.74247039,0.00071601,539,0.14001727,False,0.46990778,0.9258991,3.1e-07,NaN,46,2
-25,120000,-200.0,256,True,52212,0.6078756,0.01467093,635,0.06021954,False,0.91931402,0.86409075,2.77e-06,NaN,46,0
-25,120000,-200.0,256,True,52212,0.6078756,0.01467093,635,0.06021954,False,0.91931402,0.86409075,2.77e-06,NaN,46,1
-25,120000,-200.0,256,True,52212,0.6078756,0.01467093,635,0.06021954,False,0.91931402,0.86409075,2.77e-06,NaN,46,2
-26,120000,-200.0,128,False,47254,0.51521765,0.00066765,1689,0.0942747,False,NaN,NaN,NaN,NaN,46,0
-26,120000,-200.0,128,False,47254,0.51521765,0.00066765,1689,0.0942747,False,NaN,NaN,NaN,NaN,46,1
-26,120000,-200.0,128,False,47254,0.51521765,0.00066765,1689,0.0942747,False,NaN,NaN,NaN,NaN,46,2
+23,120000,-200.0,256,False,58809,0.98006682,2.9e-05,1656,0.16124832,False,,,,,46,0
+23,120000,-144.33594,256,False,58809,0.98006682,2.9e-05,1656,0.16124832,False,,,,,46,1
+23,120000,-143.61719,256,False,58809,0.98006682,2.9e-05,1656,0.16124832,False,,,,,46,2
+24,120000,-200.0,128,True,17228,0.74247039,0.00071601,539,0.14001727,False,0.46990778,0.9258991,3.1e-07,,46,0
+24,120000,-200.0,128,True,17228,0.74247039,0.00071601,539,0.14001727,False,0.46990778,0.9258991,3.1e-07,,46,1
+24,120000,-200.0,128,True,17228,0.74247039,0.00071601,539,0.14001727,False,0.46990778,0.9258991,3.1e-07,,46,2
+25,120000,-200.0,256,True,52212,0.6078756,0.01467093,635,0.06021954,False,0.91931402,0.86409075,2.77e-06,,46,0
+25,120000,-200.0,256,True,52212,0.6078756,0.01467093,635,0.06021954,False,0.91931402,0.86409075,2.77e-06,,46,1
+25,120000,-200.0,256,True,52212,0.6078756,0.01467093,635,0.06021954,False,0.91931402,0.86409075,2.77e-06,,46,2
+26,120000,-200.0,128,False,47254,0.51521765,0.00066765,1689,0.0942747,False,,,,,46,0
+26,120000,-200.0,128,False,47254,0.51521765,0.00066765,1689,0.0942747,False,,,,,46,1
+26,120000,-200.0,128,False,47254,0.51521765,0.00066765,1689,0.0942747,False,,,,,46,2
 27,120000,-200.0,256,True,3117,0.73593861,0.00092579,551,0.08994078,True,0.98326546,0.4557987,2.587e-05,33.0,46,0
 27,120000,-133.75,256,True,3117,0.73593861,0.00092579,551,0.08994078,True,0.98326546,0.4557987,2.587e-05,33.0,46,1
 27,120000,-160.09375,256,True,3117,0.73593861,0.00092579,551,0.08994078,True,0.98326546,0.4557987,2.587e-05,33.0,46,2
-28,120000,-200.0,128,False,40439,0.67653804,5.12e-06,1614,0.10158356,True,NaN,NaN,NaN,36.0,46,0
-28,120000,-200.0,128,False,40439,0.67653804,5.12e-06,1614,0.10158356,True,NaN,NaN,NaN,36.0,46,1
-28,120000,-200.0,128,False,40439,0.67653804,5.12e-06,1614,0.10158356,True,NaN,NaN,NaN,36.0,46,2
-29,120000,-200.0,64,True,84607,0.63828504,0.0043805,1019,0.02883898,False,0.86351878,0.43955964,3.232e-05,NaN,46,0
-29,120000,-200.0,64,True,84607,0.63828504,0.0043805,1019,0.02883898,False,0.86351878,0.43955964,3.232e-05,NaN,46,1
-29,120000,-200.0,64,True,84607,0.63828504,0.0043805,1019,0.02883898,False,0.86351878,0.43955964,3.232e-05,NaN,46,2
+28,120000,-200.0,128,False,40439,0.67653804,5.12e-06,1614,0.10158356,True,,,,36.0,46,0
+28,120000,-200.0,128,False,40439,0.67653804,5.12e-06,1614,0.10158356,True,,,,36.0,46,1
+28,120000,-200.0,128,False,40439,0.67653804,5.12e-06,1614,0.10158356,True,,,,36.0,46,2
+29,120000,-200.0,64,True,84607,0.63828504,0.0043805,1019,0.02883898,False,0.86351878,0.43955964,3.232e-05,,46,0
+29,120000,-200.0,64,True,84607,0.63828504,0.0043805,1019,0.02883898,False,0.86351878,0.43955964,3.232e-05,,46,1
+29,120000,-200.0,64,True,84607,0.63828504,0.0043805,1019,0.02883898,False,0.86351878,0.43955964,3.232e-05,,46,2
 30,120000,-200.0,256,True,92535,0.58676605,0.00111558,621,0.12391523,True,0.02929697,0.8624734,1.14e-06,29.0,46,0
 30,120000,-200.0,256,True,92535,0.58676605,0.00111558,621,0.12391523,True,0.02929697,0.8624734,1.14e-06,29.0,46,1
 30,120000,-200.0,256,True,92535,0.58676605,0.00111558,621,0.12391523,True,0.02929697,0.8624734,1.14e-06,29.0,46,2
-31,120000,-200.0,64,True,96225,0.73148228,0.00180823,1453,0.14947533,False,0.4513842,0.77442635,0.0005287,NaN,46,0
-31,120000,-200.0,64,True,96225,0.73148228,0.00180823,1453,0.14947533,False,0.4513842,0.77442635,0.0005287,NaN,46,1
-31,120000,-200.0,64,True,96225,0.73148228,0.00180823,1453,0.14947533,False,0.4513842,0.77442635,0.0005287,NaN,46,2
+31,120000,-200.0,64,True,96225,0.73148228,0.00180823,1453,0.14947533,False,0.4513842,0.77442635,0.0005287,,46,0
+31,120000,-200.0,64,True,96225,0.73148228,0.00180823,1453,0.14947533,False,0.4513842,0.77442635,0.0005287,,46,1
+31,120000,-200.0,64,True,96225,0.73148228,0.00180823,1453,0.14947533,False,0.4513842,0.77442635,0.0005287,,46,2

rs/cc_pendulum_sac.csv

@@ -1,334 +1,334 @@
 config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.learning_rate,hp_config.learning_starts,hp_config.reward_scale,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.tau,optimisation_seed,seed
-0,20000,-168.64145661,1024,True,38218,0.00347027,5311,1.6722697,False,0.46150928,0.05598591,6.732e-05,NaN,42,0
-0,20000,-186.16184365,1024,True,38218,0.00347027,5311,1.6722697,False,0.46150928,0.05598591,6.732e-05,NaN,42,1
-0,20000,-192.69102182,1024,True,38218,0.00347027,5311,1.6722697,False,0.46150928,0.05598591,6.732e-05,NaN,42,2
-1,20000,-1190.79427757,512,False,73433,0.04298276,7869,0.34889767,True,NaN,NaN,NaN,0.37711007,42,0
-1,20000,-1229.84716751,512,False,73433,0.04298276,7869,0.34889767,True,NaN,NaN,NaN,0.37711007,42,1
-1,20000,-1278.49030239,512,False,73433,0.04298276,7869,0.34889767,True,NaN,NaN,NaN,0.37711007,42,2
-2,20000,-1087.00059862,1024,False,99830,0.00013731,5116,0.66185956,False,NaN,NaN,NaN,NaN,42,0
-2,20000,-1232.43691961,1024,False,99830,0.00013731,5116,0.66185956,False,NaN,NaN,NaN,NaN,42,1
-2,20000,-1214.24811642,1024,False,99830,0.00013731,5116,0.66185956,False,NaN,NaN,NaN,NaN,42,2
-3,20000,-1239.83285035,1024,False,53757,5.5e-06,854,0.30138649,False,NaN,NaN,NaN,NaN,42,0
-3,20000,-1238.87430237,1024,False,53757,5.5e-06,854,0.30138649,False,NaN,NaN,NaN,NaN,42,1
-3,20000,-1232.83853876,1024,False,53757,5.5e-06,854,0.30138649,False,NaN,NaN,NaN,NaN,42,2
-4,20000,-1259.37472822,256,True,17670,0.00038298,7158,5.15998672,False,0.01910508,0.55324645,2e-08,NaN,42,0
-4,20000,-1303.87017639,256,True,17670,0.00038298,7158,5.15998672,False,0.01910508,0.55324645,2e-08,NaN,42,1
-4,20000,-1326.25672075,256,True,17670,0.00038298,7158,5.15998672,False,0.01910508,0.55324645,2e-08,NaN,42,2
+0,20000,-168.64145661,1024,True,38218,0.00347027,5311,1.6722697,False,0.46150928,0.05598591,6.732e-05,,42,0
+0,20000,-186.16184365,1024,True,38218,0.00347027,5311,1.6722697,False,0.46150928,0.05598591,6.732e-05,,42,1
+0,20000,-192.69102182,1024,True,38218,0.00347027,5311,1.6722697,False,0.46150928,0.05598591,6.732e-05,,42,2
+1,20000,-1190.79427757,512,False,73433,0.04298276,7869,0.34889767,True,,,,0.37711007,42,0
+1,20000,-1229.84716751,512,False,73433,0.04298276,7869,0.34889767,True,,,,0.37711007,42,1
+1,20000,-1278.49030239,512,False,73433,0.04298276,7869,0.34889767,True,,,,0.37711007,42,2
+2,20000,-1087.00059862,1024,False,99830,0.00013731,5116,0.66185956,False,,,,,42,0
+2,20000,-1232.43691961,1024,False,99830,0.00013731,5116,0.66185956,False,,,,,42,1
+2,20000,-1214.24811642,1024,False,99830,0.00013731,5116,0.66185956,False,,,,,42,2
+3,20000,-1239.83285035,1024,False,53757,5.5e-06,854,0.30138649,False,,,,,42,0
+3,20000,-1238.87430237,1024,False,53757,5.5e-06,854,0.30138649,False,,,,,42,1
+3,20000,-1232.83853876,1024,False,53757,5.5e-06,854,0.30138649,False,,,,,42,2
+4,20000,-1259.37472822,256,True,17670,0.00038298,7158,5.15998672,False,0.01910508,0.55324645,2e-08,,42,0
+4,20000,-1303.87017639,256,True,17670,0.00038298,7158,5.15998672,False,0.01910508,0.55324645,2e-08,,42,1
+4,20000,-1326.25672075,256,True,17670,0.00038298,7158,5.15998672,False,0.01910508,0.55324645,2e-08,,42,2
 5,20000,-1209.72531108,512,True,50401,0.00029013,7679,5.84773986,True,0.3015044,0.56123325,1.19e-06,0.74336093,42,0
 5,20000,-1183.51039049,512,True,50401,0.00029013,7679,5.84773986,True,0.3015044,0.56123325,1.19e-06,0.74336093,42,1
 5,20000,-1259.00970344,512,True,50401,0.00029013,7679,5.84773986,True,0.3015044,0.56123325,1.19e-06,0.74336093,42,2
-6,20000,0.0,1024,False,90936,0.0032347,5919,9.19775372,True,NaN,NaN,NaN,0.44458171,42,0
-6,20000,0.0,1024,False,90936,0.0032347,5919,9.19775372,True,NaN,NaN,NaN,0.44458171,42,1
-6,20000,0.0,1024,False,90936,0.0032347,5919,9.19775372,True,NaN,NaN,NaN,0.44458171,42,2
-7,20000,-1609.12780456,256,True,6261,2.51e-05,8130,3.27862858,False,0.02698949,0.65327595,0.0,NaN,42,0
-7,20000,-1173.02934328,256,True,6261,2.51e-05,8130,3.27862858,False,0.02698949,0.65327595,0.0,NaN,42,1
-7,20000,-1466.86372252,256,True,6261,2.51e-05,8130,3.27862858,False,0.02698949,0.65327595,0.0,NaN,42,2
+6,20000,0.0,1024,False,90936,0.0032347,5919,9.19775372,True,,,,0.44458171,42,0
+6,20000,0.0,1024,False,90936,0.0032347,5919,9.19775372,True,,,,0.44458171,42,1
+6,20000,0.0,1024,False,90936,0.0032347,5919,9.19775372,True,,,,0.44458171,42,2
+7,20000,-1609.12780456,256,True,6261,2.51e-05,8130,3.27862858,False,0.02698949,0.65327595,0.0,,42,0
+7,20000,-1173.02934328,256,True,6261,2.51e-05,8130,3.27862858,False,0.02698949,0.65327595,0.0,,42,1
+7,20000,-1466.86372252,256,True,6261,2.51e-05,8130,3.27862858,False,0.02698949,0.65327595,0.0,,42,2
 8,20000,-260.34647017,512,True,98880,9.53e-06,2082,2.43097626,True,0.7531086,0.77864883,5.68e-06,0.82819289,42,0
 8,20000,-668.05821759,512,True,98880,9.53e-06,2082,2.43097626,True,0.7531086,0.77864883,5.68e-06,0.82819289,42,1
 8,20000,-1238.00715738,512,True,98880,9.53e-06,2082,2.43097626,True,0.7531086,0.77864883,5.68e-06,0.82819289,42,2
-9,20000,-1237.05690292,256,True,6510,0.00058683,7860,0.76394308,False,0.84009596,0.15513877,2.522e-05,NaN,42,0
-9,20000,-1203.86919518,256,True,6510,0.00058683,7860,0.76394308,False,0.84009596,0.15513877,2.522e-05,NaN,42,1
-9,20000,-1250.13221266,256,True,6510,0.00058683,7860,0.76394308,False,0.84009596,0.15513877,2.522e-05,NaN,42,2
+9,20000,-1237.05690292,256,True,6510,0.00058683,7860,0.76394308,False,0.84009596,0.15513877,2.522e-05,,42,0
+9,20000,-1203.86919518,256,True,6510,0.00058683,7860,0.76394308,False,0.84009596,0.15513877,2.522e-05,,42,1
+9,20000,-1250.13221266,256,True,6510,0.00058683,7860,0.76394308,False,0.84009596,0.15513877,2.522e-05,,42,2
 10,20000,-1153.66898681,1024,True,31379,0.00176219,7576,4.01993007,True,0.55831574,0.45999565,3e-08,0.28460737,42,0
 10,20000,-1448.28846865,1024,True,31379,0.00176219,7576,4.01993007,True,0.55831574,0.45999565,3e-08,0.28460737,42,1
 10,20000,-1303.5533836,1024,True,31379,0.00176219,7576,4.01993007,True,0.55831574,0.45999565,3e-08,0.28460737,42,2
 11,20000,-1295.14226264,256,True,36571,2.4e-06,9,0.1129104,True,0.83087258,0.02353525,3.68e-05,0.24867398,42,0
 11,20000,-1245.93264989,256,True,36571,2.4e-06,9,0.1129104,True,0.83087258,0.02353525,3.68e-05,0.24867398,42,1
 11,20000,-1242.27573395,256,True,36571,2.4e-06,9,0.1129104,True,0.83087258,0.02353525,3.68e-05,0.24867398,42,2
-12,20000,-1239.89173967,256,False,50946,0.00057482,3374,6.40180022,True,NaN,NaN,NaN,0.63706685,42,0
-12,20000,-1269.80837286,256,False,50946,0.00057482,3374,6.40180022,True,NaN,NaN,NaN,0.63706685,42,1
-12,20000,-1191.20622573,256,False,50946,0.00057482,3374,6.40180022,True,NaN,NaN,NaN,0.63706685,42,2
-13,20000,-1408.70093275,1024,False,76721,6.99e-06,6376,0.15296116,False,NaN,NaN,NaN,NaN,42,0
-13,20000,-1246.91042952,1024,False,76721,6.99e-06,6376,0.15296116,False,NaN,NaN,NaN,NaN,42,1
-13,20000,-1241.85893131,1024,False,76721,6.99e-06,6376,0.15296116,False,NaN,NaN,NaN,NaN,42,2
-14,20000,-206.64225647,256,True,115837,0.00092889,4206,0.47303543,False,0.11076465,0.29224422,1.1e-07,NaN,42,0
-14,20000,-216.0149514,256,True,115837,0.00092889,4206,0.47303543,False,0.11076465,0.29224422,1.1e-07,NaN,42,1
-14,20000,-163.50719105,256,True,115837,0.00092889,4206,0.47303543,False,0.11076465,0.29224422,1.1e-07,NaN,42,2
-15,20000,-1198.08454613,256,True,31129,0.00034518,1828,1.54087069,False,0.26209425,0.41772251,0.0,NaN,42,0
-15,20000,-1263.09068602,256,True,31129,0.00034518,1828,1.54087069,False,0.26209425,0.41772251,0.0,NaN,42,1
-15,20000,-1227.78782268,256,True,31129,0.00034518,1828,1.54087069,False,0.26209425,0.41772251,0.0,NaN,42,2
+12,20000,-1239.89173967,256,False,50946,0.00057482,3374,6.40180022,True,,,,0.63706685,42,0
+12,20000,-1269.80837286,256,False,50946,0.00057482,3374,6.40180022,True,,,,0.63706685,42,1
+12,20000,-1191.20622573,256,False,50946,0.00057482,3374,6.40180022,True,,,,0.63706685,42,2
+13,20000,-1408.70093275,1024,False,76721,6.99e-06,6376,0.15296116,False,,,,,42,0
+13,20000,-1246.91042952,1024,False,76721,6.99e-06,6376,0.15296116,False,,,,,42,1
+13,20000,-1241.85893131,1024,False,76721,6.99e-06,6376,0.15296116,False,,,,,42,2
+14,20000,-206.64225647,256,True,115837,0.00092889,4206,0.47303543,False,0.11076465,0.29224422,1.1e-07,,42,0
+14,20000,-216.0149514,256,True,115837,0.00092889,4206,0.47303543,False,0.11076465,0.29224422,1.1e-07,,42,1
+14,20000,-163.50719105,256,True,115837,0.00092889,4206,0.47303543,False,0.11076465,0.29224422,1.1e-07,,42,2
+15,20000,-1198.08454613,256,True,31129,0.00034518,1828,1.54087069,False,0.26209425,0.41772251,0.0,,42,0
+15,20000,-1263.09068602,256,True,31129,0.00034518,1828,1.54087069,False,0.26209425,0.41772251,0.0,,42,1
+15,20000,-1227.78782268,256,True,31129,0.00034518,1828,1.54087069,False,0.26209425,0.41772251,0.0,,42,2
 16,20000,-1281.87524081,512,True,21635,0.00259962,5984,0.51371814,True,0.63143097,0.53812648,2e-08,0.87799798,42,0
 16,20000,-1174.33511902,512,True,21635,0.00259962,5984,0.51371814,True,0.63143097,0.53812648,2e-08,0.87799798,42,1
 16,20000,-1314.85800833,512,True,21635,0.00259962,5984,0.51371814,True,0.63143097,0.53812648,2e-08,0.87799798,42,2
-17,20000,-1175.14681893,1024,False,17502,1.815e-05,6166,1.02748942,False,NaN,NaN,NaN,NaN,42,0
-17,20000,-1207.53985706,1024,False,17502,1.815e-05,6166,1.02748942,False,NaN,NaN,NaN,NaN,42,1
-17,20000,-1245.53084151,1024,False,17502,1.815e-05,6166,1.02748942,False,NaN,NaN,NaN,NaN,42,2
+17,20000,-1175.14681893,1024,False,17502,1.815e-05,6166,1.02748942,False,,,,,42,0
+17,20000,-1207.53985706,1024,False,17502,1.815e-05,6166,1.02748942,False,,,,,42,1
+17,20000,-1245.53084151,1024,False,17502,1.815e-05,6166,1.02748942,False,,,,,42,2
 18,20000,-1168.73267566,512,True,109642,0.00486975,1990,3.63907843,True,0.42047788,0.07640571,1e-08,0.77777234,42,0
 18,20000,-1185.6406555,512,True,109642,0.00486975,1990,3.63907843,True,0.42047788,0.07640571,1e-08,0.77777234,42,1
 18,20000,-1278.62225322,512,True,109642,0.00486975,1990,3.63907843,True,0.42047788,0.07640571,1e-08,0.77777234,42,2
-19,20000,-1457.90037667,512,True,100809,6.04e-06,7221,2.02065521,False,0.94496563,0.63690837,1.64e-06,NaN,42,0
-19,20000,-1490.46358147,512,True,100809,6.04e-06,7221,2.02065521,False,0.94496563,0.63690837,1.64e-06,NaN,42,1
-19,20000,-1050.42485907,512,True,100809,6.04e-06,7221,2.02065521,False,0.94496563,0.63690837,1.64e-06,NaN,42,2
-20,20000,-1179.67650113,512,False,46672,0.00022664,4033,4.67584895,True,NaN,NaN,NaN,0.83972589,42,0
-20,20000,-1206.41434776,512,False,46672,0.00022664,4033,4.67584895,True,NaN,NaN,NaN,0.83972589,42,1
-20,20000,-1203.15424844,512,False,46672,0.00022664,4033,4.67584895,True,NaN,NaN,NaN,0.83972589,42,2
-21,20000,-1287.61636114,512,False,54026,3.059e-05,6212,4.82013632,False,NaN,NaN,NaN,NaN,42,0
-21,20000,-1233.78528279,512,False,54026,3.059e-05,6212,4.82013632,False,NaN,NaN,NaN,NaN,42,1
-21,20000,-1241.24027515,512,False,54026,3.059e-05,6212,4.82013632,False,NaN,NaN,NaN,NaN,42,2
-22,20000,0.0,256,False,63576,1.57e-06,390,8.75218503,False,NaN,NaN,NaN,NaN,42,0
-22,20000,0.0,256,False,63576,1.57e-06,390,8.75218503,False,NaN,NaN,NaN,NaN,42,1
-22,20000,0.0,256,False,63576,1.57e-06,390,8.75218503,False,NaN,NaN,NaN,NaN,42,2
+19,20000,-1457.90037667,512,True,100809,6.04e-06,7221,2.02065521,False,0.94496563,0.63690837,1.64e-06,,42,0
+19,20000,-1490.46358147,512,True,100809,6.04e-06,7221,2.02065521,False,0.94496563,0.63690837,1.64e-06,,42,1
+19,20000,-1050.42485907,512,True,100809,6.04e-06,7221,2.02065521,False,0.94496563,0.63690837,1.64e-06,,42,2
+20,20000,-1179.67650113,512,False,46672,0.00022664,4033,4.67584895,True,,,,0.83972589,42,0
+20,20000,-1206.41434776,512,False,46672,0.00022664,4033,4.67584895,True,,,,0.83972589,42,1
+20,20000,-1203.15424844,512,False,46672,0.00022664,4033,4.67584895,True,,,,0.83972589,42,2
+21,20000,-1287.61636114,512,False,54026,3.059e-05,6212,4.82013632,False,,,,,42,0
+21,20000,-1233.78528279,512,False,54026,3.059e-05,6212,4.82013632,False,,,,,42,1
+21,20000,-1241.24027515,512,False,54026,3.059e-05,6212,4.82013632,False,,,,,42,2
+22,20000,0.0,256,False,63576,1.57e-06,390,8.75218503,False,,,,,42,0
+22,20000,0.0,256,False,63576,1.57e-06,390,8.75218503,False,,,,,42,1
+22,20000,0.0,256,False,63576,1.57e-06,390,8.75218503,False,,,,,42,2
 23,20000,0.0,256,True,52208,0.00080128,4435,0.39139587,True,0.13319318,0.98250721,5.21e-06,0.83233609,42,0
 23,20000,0.0,256,True,52208,0.00080128,4435,0.39139587,True,0.13319318,0.98250721,5.21e-06,0.83233609,42,1
 23,20000,0.0,256,True,52208,0.00080128,4435,0.39139587,True,0.13319318,0.98250721,5.21e-06,0.83233609,42,2
-24,20000,-431.9465882,512,False,77922,2.001e-05,7906,1.44601373,True,NaN,NaN,NaN,0.88407721,42,0
-24,20000,-1269.2812227,512,False,77922,2.001e-05,7906,1.44601373,True,NaN,NaN,NaN,0.88407721,42,1
-24,20000,-1027.61391658,512,False,77922,2.001e-05,7906,1.44601373,True,NaN,NaN,NaN,0.88407721,42,2
-25,20000,-204.00828509,1024,False,114016,0.01531322,6150,4.36409137,True,NaN,NaN,NaN,0.11148463,42,0
-25,20000,-230.93393435,1024,False,114016,0.01531322,6150,4.36409137,True,NaN,NaN,NaN,0.11148463,42,1
-25,20000,-208.39039285,1024,False,114016,0.01531322,6150,4.36409137,True,NaN,NaN,NaN,0.11148463,42,2
-26,20000,-1378.19757852,256,True,68913,0.00016974,7813,1.13252603,False,0.95135493,0.64214069,2.955e-05,NaN,42,0
-26,20000,-1250.77966984,256,True,68913,0.00016974,7813,1.13252603,False,0.95135493,0.64214069,2.955e-05,NaN,42,1
-26,20000,-1254.70749355,256,True,68913,0.00016974,7813,1.13252603,False,0.95135493,0.64214069,2.955e-05,NaN,42,2
-27,20000,-1202.80896208,256,False,62812,0.04020122,1875,0.44859138,True,NaN,NaN,NaN,0.5640522,42,0
-27,20000,-1217.97051891,256,False,62812,0.04020122,1875,0.44859138,True,NaN,NaN,NaN,0.5640522,42,1
-27,20000,-1222.55441605,256,False,62812,0.04020122,1875,0.44859138,True,NaN,NaN,NaN,0.5640522,42,2
-28,20000,-1153.01297132,256,False,99417,1.61e-06,2056,7.84695072,True,NaN,NaN,NaN,0.6621207,42,0
-28,20000,-1191.50943357,256,False,99417,1.61e-06,2056,7.84695072,True,NaN,NaN,NaN,0.6621207,42,1
-28,20000,-1278.18910755,256,False,99417,1.61e-06,2056,7.84695072,True,NaN,NaN,NaN,0.6621207,42,2
-29,20000,-1275.2242519,256,True,112846,0.0043236,6675,1.50008807,False,0.59642683,0.73578189,2e-08,NaN,42,0
-29,20000,-1245.03495876,256,True,112846,0.0043236,6675,1.50008807,False,0.59642683,0.73578189,2e-08,NaN,42,1
-29,20000,-1389.2246086,256,True,112846,0.0043236,6675,1.50008807,False,0.59642683,0.73578189,2e-08,NaN,42,2
+24,20000,-431.9465882,512,False,77922,2.001e-05,7906,1.44601373,True,,,,0.88407721,42,0
+24,20000,-1269.2812227,512,False,77922,2.001e-05,7906,1.44601373,True,,,,0.88407721,42,1
+24,20000,-1027.61391658,512,False,77922,2.001e-05,7906,1.44601373,True,,,,0.88407721,42,2
+25,20000,-204.00828509,1024,False,114016,0.01531322,6150,4.36409137,True,,,,0.11148463,42,0
+25,20000,-230.93393435,1024,False,114016,0.01531322,6150,4.36409137,True,,,,0.11148463,42,1
+25,20000,-208.39039285,1024,False,114016,0.01531322,6150,4.36409137,True,,,,0.11148463,42,2
+26,20000,-1378.19757852,256,True,68913,0.00016974,7813,1.13252603,False,0.95135493,0.64214069,2.955e-05,,42,0
+26,20000,-1250.77966984,256,True,68913,0.00016974,7813,1.13252603,False,0.95135493,0.64214069,2.955e-05,,42,1
+26,20000,-1254.70749355,256,True,68913,0.00016974,7813,1.13252603,False,0.95135493,0.64214069,2.955e-05,,42,2
+27,20000,-1202.80896208,256,False,62812,0.04020122,1875,0.44859138,True,,,,0.5640522,42,0
+27,20000,-1217.97051891,256,False,62812,0.04020122,1875,0.44859138,True,,,,0.5640522,42,1
+27,20000,-1222.55441605,256,False,62812,0.04020122,1875,0.44859138,True,,,,0.5640522,42,2
+28,20000,-1153.01297132,256,False,99417,1.61e-06,2056,7.84695072,True,,,,0.6621207,42,0
+28,20000,-1191.50943357,256,False,99417,1.61e-06,2056,7.84695072,True,,,,0.6621207,42,1
+28,20000,-1278.18910755,256,False,99417,1.61e-06,2056,7.84695072,True,,,,0.6621207,42,2
+29,20000,-1275.2242519,256,True,112846,0.0043236,6675,1.50008807,False,0.59642683,0.73578189,2e-08,,42,0
+29,20000,-1245.03495876,256,True,112846,0.0043236,6675,1.50008807,False,0.59642683,0.73578189,2e-08,,42,1
+29,20000,-1389.2246086,256,True,112846,0.0043236,6675,1.50008807,False,0.59642683,0.73578189,2e-08,,42,2
 30,20000,-1242.73456591,512,True,109566,9.623e-05,5724,1.71510208,True,0.78397243,0.54450678,0.0,0.11227587,42,0
 30,20000,-1198.23882345,512,True,109566,9.623e-05,5724,1.71510208,True,0.78397243,0.54450678,0.0,0.11227587,42,1
 30,20000,-1222.16630043,512,True,109566,9.623e-05,5724,1.71510208,True,0.78397243,0.54450678,0.0,0.11227587,42,2
-31,20000,-1251.18449231,1024,False,57527,0.00215934,891,0.29452529,True,NaN,NaN,NaN,0.97740244,42,0
-31,20000,-1175.13019116,1024,False,57527,0.00215934,891,0.29452529,True,NaN,NaN,NaN,0.97740244,42,1
-31,20000,-1229.08285814,1024,False,57527,0.00215934,891,0.29452529,True,NaN,NaN,NaN,0.97740244,42,2
-0,20000,-1192.78635229,1024,False,50753,0.00137075,3089,2.21889115,False,NaN,NaN,NaN,NaN,45,0
-0,20000,-1237.53538056,1024,False,50753,0.00137075,3089,2.21889115,False,NaN,NaN,NaN,NaN,45,1
-0,20000,-1287.474936,1024,False,50753,0.00137075,3089,2.21889115,False,NaN,NaN,NaN,NaN,45,2
-1,20000,-1298.41193621,1024,False,74741,7.965e-05,6250,2.80559347,False,NaN,NaN,NaN,NaN,45,0
-1,20000,-1226.3970807,1024,False,74741,7.965e-05,6250,2.80559347,False,NaN,NaN,NaN,NaN,45,1
-1,20000,-1260.84186832,1024,False,74741,7.965e-05,6250,2.80559347,False,NaN,NaN,NaN,NaN,45,2
+31,20000,-1251.18449231,1024,False,57527,0.00215934,891,0.29452529,True,,,,0.97740244,42,0
+31,20000,-1175.13019116,1024,False,57527,0.00215934,891,0.29452529,True,,,,0.97740244,42,1
+31,20000,-1229.08285814,1024,False,57527,0.00215934,891,0.29452529,True,,,,0.97740244,42,2
+0,20000,-1192.78635229,1024,False,50753,0.00137075,3089,2.21889115,False,,,,,45,0
+0,20000,-1237.53538056,1024,False,50753,0.00137075,3089,2.21889115,False,,,,,45,1
+0,20000,-1287.474936,1024,False,50753,0.00137075,3089,2.21889115,False,,,,,45,2
+1,20000,-1298.41193621,1024,False,74741,7.965e-05,6250,2.80559347,False,,,,,45,0
+1,20000,-1226.3970807,1024,False,74741,7.965e-05,6250,2.80559347,False,,,,,45,1
+1,20000,-1260.84186832,1024,False,74741,7.965e-05,6250,2.80559347,False,,,,,45,2
 2,20000,-1189.50241547,512,True,109636,0.01433942,5214,0.54592386,True,0.13759644,0.15617633,0.0,0.81169916,45,0
 2,20000,-1190.27173525,512,True,109636,0.01433942,5214,0.54592386,True,0.13759644,0.15617633,0.0,0.81169916,45,1
 2,20000,-1213.37577104,512,True,109636,0.01433942,5214,0.54592386,True,0.13759644,0.15617633,0.0,0.81169916,45,2
-3,20000,-1319.25480395,512,False,90613,3.76e-06,1791,0.45969843,False,NaN,NaN,NaN,NaN,45,0
-3,20000,-1229.35275238,512,False,90613,3.76e-06,1791,0.45969843,False,NaN,NaN,NaN,NaN,45,1
-3,20000,-1273.82948406,512,False,90613,3.76e-06,1791,0.45969843,False,NaN,NaN,NaN,NaN,45,2
+3,20000,-1319.25480395,512,False,90613,3.76e-06,1791,0.45969843,False,,,,,45,0
+3,20000,-1229.35275238,512,False,90613,3.76e-06,1791,0.45969843,False,,,,,45,1
+3,20000,-1273.82948406,512,False,90613,3.76e-06,1791,0.45969843,False,,,,,45,2
 4,20000,-1254.16118441,1024,True,43020,1.65e-06,2049,0.57824881,True,0.18636756,0.68754784,1e-08,0.31670909,45,0
 4,20000,-1265.37166282,1024,True,43020,1.65e-06,2049,0.57824881,True,0.18636756,0.68754784,1e-08,0.31670909,45,1
 4,20000,-1221.85736542,1024,True,43020,1.65e-06,2049,0.57824881,True,0.18636756,0.68754784,1e-08,0.31670909,45,2
-5,20000,-1193.19370606,256,False,21594,7.11e-05,5059,1.12697343,False,NaN,NaN,NaN,NaN,45,0
-5,20000,-1209.37348201,256,False,21594,7.11e-05,5059,1.12697343,False,NaN,NaN,NaN,NaN,45,1
-5,20000,-1261.63406876,256,False,21594,7.11e-05,5059,1.12697343,False,NaN,NaN,NaN,NaN,45,2
+5,20000,-1193.19370606,256,False,21594,7.11e-05,5059,1.12697343,False,,,,,45,0
+5,20000,-1209.37348201,256,False,21594,7.11e-05,5059,1.12697343,False,,,,,45,1
+5,20000,-1261.63406876,256,False,21594,7.11e-05,5059,1.12697343,False,,,,,45,2
 6,20000,-1200.5564474,256,True,95817,0.01629952,6524,8.08221451,True,0.77953945,0.98925373,7.367e-05,0.48214618,45,0
 6,20000,-1201.80745538,256,True,95817,0.01629952,6524,8.08221451,True,0.77953945,0.98925373,7.367e-05,0.48214618,45,1
 6,20000,-1248.35785332,256,True,95817,0.01629952,6524,8.08221451,True,0.77953945,0.98925373,7.367e-05,0.48214618,45,2
 7,20000,-1174.03142721,256,True,90906,0.08742195,2925,4.21109259,True,0.69307208,0.47000763,1e-07,0.42549838,45,0
 7,20000,-1237.56407763,256,True,90906,0.08742195,2925,4.21109259,True,0.69307208,0.47000763,1e-07,0.42549838,45,1
 7,20000,-1289.80770538,256,True,90906,0.08742195,2925,4.21109259,True,0.69307208,0.47000763,1e-07,0.42549838,45,2
-8,20000,-1196.72361962,256,True,63259,0.00061351,476,3.44126473,False,0.80037474,0.19558032,6.4e-07,NaN,45,0
-8,20000,-1190.17476115,256,True,63259,0.00061351,476,3.44126473,False,0.80037474,0.19558032,6.4e-07,NaN,45,1
-8,20000,-1245.71652841,256,True,63259,0.00061351,476,3.44126473,False,0.80037474,0.19558032,6.4e-07,NaN,45,2
-9,20000,-213.3984249,512,False,87852,1.19e-06,567,0.21224085,True,NaN,NaN,NaN,0.94635398,45,0
-9,20000,-211.81178473,512,False,87852,1.19e-06,567,0.21224085,True,NaN,NaN,NaN,0.94635398,45,1
-9,20000,-437.74769508,512,False,87852,1.19e-06,567,0.21224085,True,NaN,NaN,NaN,0.94635398,45,2
-10,20000,-1228.24665863,1024,False,108542,0.00041761,7886,4.40102637,True,NaN,NaN,NaN,0.04062122,45,0
-10,20000,-1210.36230803,1024,False,108542,0.00041761,7886,4.40102637,True,NaN,NaN,NaN,0.04062122,45,1
-10,20000,-1259.69373662,1024,False,108542,0.00041761,7886,4.40102637,True,NaN,NaN,NaN,0.04062122,45,2
-11,20000,-630.13823331,512,True,22243,5.925e-05,2165,0.20163759,False,0.28795341,0.77061152,7.58e-06,NaN,45,0
-11,20000,-1247.88451578,512,True,22243,5.925e-05,2165,0.20163759,False,0.28795341,0.77061152,7.58e-06,NaN,45,1
-11,20000,-1439.20469221,512,True,22243,5.925e-05,2165,0.20163759,False,0.28795341,0.77061152,7.58e-06,NaN,45,2
-12,20000,-1210.57343122,256,False,35773,0.00077922,2464,1.00365227,False,NaN,NaN,NaN,NaN,45,0
-12,20000,-1229.32735517,256,False,35773,0.00077922,2464,1.00365227,False,NaN,NaN,NaN,NaN,45,1
-12,20000,-1214.01537148,256,False,35773,0.00077922,2464,1.00365227,False,NaN,NaN,NaN,NaN,45,2
-13,20000,-1254.75697444,512,False,53602,0.0069485,4429,0.50748649,True,NaN,NaN,NaN,0.41661153,45,0
-13,20000,-1244.47414834,512,False,53602,0.0069485,4429,0.50748649,True,NaN,NaN,NaN,0.41661153,45,1
-13,20000,-1231.85733025,512,False,53602,0.0069485,4429,0.50748649,True,NaN,NaN,NaN,0.41661153,45,2
-14,20000,-1341.80154248,256,False,104961,0.0208595,5798,0.34129358,False,NaN,NaN,NaN,NaN,45,0
-14,20000,-1339.25272319,256,False,104961,0.0208595,5798,0.34129358,False,NaN,NaN,NaN,NaN,45,1
-14,20000,-1360.78962772,256,False,104961,0.0208595,5798,0.34129358,False,NaN,NaN,NaN,NaN,45,2
-15,20000,-1218.65166239,1024,False,77628,1.64e-06,6727,0.22687364,True,NaN,NaN,NaN,0.41689003,45,0
-15,20000,-1250.94668162,1024,False,77628,1.64e-06,6727,0.22687364,True,NaN,NaN,NaN,0.41689003,45,1
-15,20000,-1185.78957669,1024,False,77628,1.64e-06,6727,0.22687364,True,NaN,NaN,NaN,0.41689003,45,2
-16,20000,-1490.75991445,512,False,73015,0.00317771,4780,0.20873756,False,NaN,NaN,NaN,NaN,45,0
-16,20000,-1375.81204155,512,False,73015,0.00317771,4780,0.20873756,False,NaN,NaN,NaN,NaN,45,1
-16,20000,-1250.69263608,512,False,73015,0.00317771,4780,0.20873756,False,NaN,NaN,NaN,NaN,45,2
-17,20000,-1211.53540332,256,False,60992,3.716e-05,6184,0.87424619,False,NaN,NaN,NaN,NaN,45,0
-17,20000,-1266.15970218,256,False,60992,3.716e-05,6184,0.87424619,False,NaN,NaN,NaN,NaN,45,1
-17,20000,-1257.63621194,256,False,60992,3.716e-05,6184,0.87424619,False,NaN,NaN,NaN,NaN,45,2
-18,20000,-1595.41055898,512,False,112526,0.01904657,2777,0.12581855,True,NaN,NaN,NaN,0.88609343,45,0
-18,20000,-1315.22360447,512,False,112526,0.01904657,2777,0.12581855,True,NaN,NaN,NaN,0.88609343,45,1
-18,20000,-1202.35616039,512,False,112526,0.01904657,2777,0.12581855,True,NaN,NaN,NaN,0.88609343,45,2
-19,20000,-1210.59010482,512,True,25874,0.00019508,2330,2.43422286,False,0.42317535,0.47161245,1.849e-05,NaN,45,0
-19,20000,-1234.36306853,512,True,25874,0.00019508,2330,2.43422286,False,0.42317535,0.47161245,1.849e-05,NaN,45,1
-19,20000,-1245.5602308,512,True,25874,0.00019508,2330,2.43422286,False,0.42317535,0.47161245,1.849e-05,NaN,45,2
-20,20000,-1236.29365013,256,False,60690,0.00933325,6726,9.69166691,True,NaN,NaN,NaN,0.15218499,45,0
-20,20000,-1198.98238955,256,False,60690,0.00933325,6726,9.69166691,True,NaN,NaN,NaN,0.15218499,45,1
-20,20000,-1437.42472531,256,False,60690,0.00933325,6726,9.69166691,True,NaN,NaN,NaN,0.15218499,45,2
-21,20000,-1245.18195791,256,False,31982,5.86e-06,4242,1.46976685,False,NaN,NaN,NaN,NaN,45,0
-21,20000,-1294.73846816,256,False,31982,5.86e-06,4242,1.46976685,False,NaN,NaN,NaN,NaN,45,1
-21,20000,-1325.3276639,256,False,31982,5.86e-06,4242,1.46976685,False,NaN,NaN,NaN,NaN,45,2
-22,20000,-1385.09009458,512,True,48380,8.299e-05,4301,0.18402698,False,0.49247245,0.94365662,0.0,NaN,45,0
-22,20000,-1345.22482031,512,True,48380,8.299e-05,4301,0.18402698,False,0.49247245,0.94365662,0.0,NaN,45,1
-22,20000,-1277.62414869,512,True,48380,8.299e-05,4301,0.18402698,False,0.49247245,0.94365662,0.0,NaN,45,2
-23,20000,-1402.08580889,1024,False,11751,0.00271137,1639,9.01791541,False,NaN,NaN,NaN,NaN,45,0
-23,20000,-1207.02039681,1024,False,11751,0.00271137,1639,9.01791541,False,NaN,NaN,NaN,NaN,45,1
-23,20000,-1203.62745463,1024,False,11751,0.00271137,1639,9.01791541,False,NaN,NaN,NaN,NaN,45,2
-24,20000,-1239.3010341,1024,False,111416,8.845e-05,5698,0.42592408,True,NaN,NaN,NaN,0.28580506,45,0
-24,20000,-1223.58679471,1024,False,111416,8.845e-05,5698,0.42592408,True,NaN,NaN,NaN,0.28580506,45,1
-24,20000,-1310.70502819,1024,False,111416,8.845e-05,5698,0.42592408,True,NaN,NaN,NaN,0.28580506,45,2
+8,20000,-1196.72361962,256,True,63259,0.00061351,476,3.44126473,False,0.80037474,0.19558032,6.4e-07,,45,0
+8,20000,-1190.17476115,256,True,63259,0.00061351,476,3.44126473,False,0.80037474,0.19558032,6.4e-07,,45,1
+8,20000,-1245.71652841,256,True,63259,0.00061351,476,3.44126473,False,0.80037474,0.19558032,6.4e-07,,45,2
+9,20000,-213.3984249,512,False,87852,1.19e-06,567,0.21224085,True,,,,0.94635398,45,0
+9,20000,-211.81178473,512,False,87852,1.19e-06,567,0.21224085,True,,,,0.94635398,45,1
+9,20000,-437.74769508,512,False,87852,1.19e-06,567,0.21224085,True,,,,0.94635398,45,2
+10,20000,-1228.24665863,1024,False,108542,0.00041761,7886,4.40102637,True,,,,0.04062122,45,0
+10,20000,-1210.36230803,1024,False,108542,0.00041761,7886,4.40102637,True,,,,0.04062122,45,1
+10,20000,-1259.69373662,1024,False,108542,0.00041761,7886,4.40102637,True,,,,0.04062122,45,2
+11,20000,-630.13823331,512,True,22243,5.925e-05,2165,0.20163759,False,0.28795341,0.77061152,7.58e-06,,45,0
+11,20000,-1247.88451578,512,True,22243,5.925e-05,2165,0.20163759,False,0.28795341,0.77061152,7.58e-06,,45,1
+11,20000,-1439.20469221,512,True,22243,5.925e-05,2165,0.20163759,False,0.28795341,0.77061152,7.58e-06,,45,2
+12,20000,-1210.57343122,256,False,35773,0.00077922,2464,1.00365227,False,,,,,45,0
+12,20000,-1229.32735517,256,False,35773,0.00077922,2464,1.00365227,False,,,,,45,1
+12,20000,-1214.01537148,256,False,35773,0.00077922,2464,1.00365227,False,,,,,45,2
+13,20000,-1254.75697444,512,False,53602,0.0069485,4429,0.50748649,True,,,,0.41661153,45,0
+13,20000,-1244.47414834,512,False,53602,0.0069485,4429,0.50748649,True,,,,0.41661153,45,1
+13,20000,-1231.85733025,512,False,53602,0.0069485,4429,0.50748649,True,,,,0.41661153,45,2
+14,20000,-1341.80154248,256,False,104961,0.0208595,5798,0.34129358,False,,,,,45,0
+14,20000,-1339.25272319,256,False,104961,0.0208595,5798,0.34129358,False,,,,,45,1
+14,20000,-1360.78962772,256,False,104961,0.0208595,5798,0.34129358,False,,,,,45,2
+15,20000,-1218.65166239,1024,False,77628,1.64e-06,6727,0.22687364,True,,,,0.41689003,45,0
+15,20000,-1250.94668162,1024,False,77628,1.64e-06,6727,0.22687364,True,,,,0.41689003,45,1
+15,20000,-1185.78957669,1024,False,77628,1.64e-06,6727,0.22687364,True,,,,0.41689003,45,2
+16,20000,-1490.75991445,512,False,73015,0.00317771,4780,0.20873756,False,,,,,45,0
+16,20000,-1375.81204155,512,False,73015,0.00317771,4780,0.20873756,False,,,,,45,1
+16,20000,-1250.69263608,512,False,73015,0.00317771,4780,0.20873756,False,,,,,45,2
+17,20000,-1211.53540332,256,False,60992,3.716e-05,6184,0.87424619,False,,,,,45,0
+17,20000,-1266.15970218,256,False,60992,3.716e-05,6184,0.87424619,False,,,,,45,1
+17,20000,-1257.63621194,256,False,60992,3.716e-05,6184,0.87424619,False,,,,,45,2
+18,20000,-1595.41055898,512,False,112526,0.01904657,2777,0.12581855,True,,,,0.88609343,45,0
+18,20000,-1315.22360447,512,False,112526,0.01904657,2777,0.12581855,True,,,,0.88609343,45,1
+18,20000,-1202.35616039,512,False,112526,0.01904657,2777,0.12581855,True,,,,0.88609343,45,2
+19,20000,-1210.59010482,512,True,25874,0.00019508,2330,2.43422286,False,0.42317535,0.47161245,1.849e-05,,45,0
+19,20000,-1234.36306853,512,True,25874,0.00019508,2330,2.43422286,False,0.42317535,0.47161245,1.849e-05,,45,1
+19,20000,-1245.5602308,512,True,25874,0.00019508,2330,2.43422286,False,0.42317535,0.47161245,1.849e-05,,45,2
+20,20000,-1236.29365013,256,False,60690,0.00933325,6726,9.69166691,True,,,,0.15218499,45,0
+20,20000,-1198.98238955,256,False,60690,0.00933325,6726,9.69166691,True,,,,0.15218499,45,1
+20,20000,-1437.42472531,256,False,60690,0.00933325,6726,9.69166691,True,,,,0.15218499,45,2
+21,20000,-1245.18195791,256,False,31982,5.86e-06,4242,1.46976685,False,,,,,45,0
+21,20000,-1294.73846816,256,False,31982,5.86e-06,4242,1.46976685,False,,,,,45,1
+21,20000,-1325.3276639,256,False,31982,5.86e-06,4242,1.46976685,False,,,,,45,2
+22,20000,-1385.09009458,512,True,48380,8.299e-05,4301,0.18402698,False,0.49247245,0.94365662,0.0,,45,0
+22,20000,-1345.22482031,512,True,48380,8.299e-05,4301,0.18402698,False,0.49247245,0.94365662,0.0,,45,1
+22,20000,-1277.62414869,512,True,48380,8.299e-05,4301,0.18402698,False,0.49247245,0.94365662,0.0,,45,2
+23,20000,-1402.08580889,1024,False,11751,0.00271137,1639,9.01791541,False,,,,,45,0
+23,20000,-1207.02039681,1024,False,11751,0.00271137,1639,9.01791541,False,,,,,45,1
+23,20000,-1203.62745463,1024,False,11751,0.00271137,1639,9.01791541,False,,,,,45,2
+24,20000,-1239.3010341,1024,False,111416,8.845e-05,5698,0.42592408,True,,,,0.28580506,45,0
+24,20000,-1223.58679471,1024,False,111416,8.845e-05,5698,0.42592408,True,,,,0.28580506,45,1
+24,20000,-1310.70502819,1024,False,111416,8.845e-05,5698,0.42592408,True,,,,0.28580506,45,2
 25,20000,-1163.80445364,256,True,75064,0.00049247,4418,7.71053231,True,0.14234995,0.68310611,1e-08,0.95433366,45,0
 25,20000,-1179.37303268,256,True,75064,0.00049247,4418,7.71053231,True,0.14234995,0.68310611,1e-08,0.95433366,45,1
 25,20000,-1195.28828134,256,True,75064,0.00049247,4418,7.71053231,True,0.14234995,0.68310611,1e-08,0.95433366,45,2
-26,20000,-1195.66827905,512,True,89341,0.00715949,3546,0.68613394,False,0.28671442,0.68784277,1.9e-07,NaN,45,0
-26,20000,-1155.22221344,512,True,89341,0.00715949,3546,0.68613394,False,0.28671442,0.68784277,1.9e-07,NaN,45,1
-26,20000,-1246.71913777,512,True,89341,0.00715949,3546,0.68613394,False,0.28671442,0.68784277,1.9e-07,NaN,45,2
-27,20000,-1255.37120677,1024,False,84626,0.00980944,723,0.30772918,False,NaN,NaN,NaN,NaN,45,0
-27,20000,-1263.20648238,1024,False,84626,0.00980944,723,0.30772918,False,NaN,NaN,NaN,NaN,45,1
-27,20000,-1212.04167564,1024,False,84626,0.00980944,723,0.30772918,False,NaN,NaN,NaN,NaN,45,2
-28,20000,-1234.31456642,1024,True,28068,0.01034047,6111,8.25573341,False,0.63898923,0.1599271,7.037e-05,NaN,45,0
-28,20000,-1448.23744091,1024,True,28068,0.01034047,6111,8.25573341,False,0.63898923,0.1599271,7.037e-05,NaN,45,1
-28,20000,-1369.08774961,1024,True,28068,0.01034047,6111,8.25573341,False,0.63898923,0.1599271,7.037e-05,NaN,45,2
+26,20000,-1195.66827905,512,True,89341,0.00715949,3546,0.68613394,False,0.28671442,0.68784277,1.9e-07,,45,0
+26,20000,-1155.22221344,512,True,89341,0.00715949,3546,0.68613394,False,0.28671442,0.68784277,1.9e-07,,45,1
+26,20000,-1246.71913777,512,True,89341,0.00715949,3546,0.68613394,False,0.28671442,0.68784277,1.9e-07,,45,2
+27,20000,-1255.37120677,1024,False,84626,0.00980944,723,0.30772918,False,,,,,45,0
+27,20000,-1263.20648238,1024,False,84626,0.00980944,723,0.30772918,False,,,,,45,1
+27,20000,-1212.04167564,1024,False,84626,0.00980944,723,0.30772918,False,,,,,45,2
+28,20000,-1234.31456642,1024,True,28068,0.01034047,6111,8.25573341,False,0.63898923,0.1599271,7.037e-05,,45,0
+28,20000,-1448.23744091,1024,True,28068,0.01034047,6111,8.25573341,False,0.63898923,0.1599271,7.037e-05,,45,1
+28,20000,-1369.08774961,1024,True,28068,0.01034047,6111,8.25573341,False,0.63898923,0.1599271,7.037e-05,,45,2
 29,20000,-1306.30415885,256,True,109679,0.01119315,3617,0.5725414,True,0.29200808,0.80200966,3.3e-07,0.03023032,45,0
 29,20000,-1385.38300024,256,True,109679,0.01119315,3617,0.5725414,True,0.29200808,0.80200966,3.3e-07,0.03023032,45,1
 29,20000,-1257.60900804,256,True,109679,0.01119315,3617,0.5725414,True,0.29200808,0.80200966,3.3e-07,0.03023032,45,2
-30,20000,-1665.38457614,256,True,22884,4.799e-05,2910,0.15483369,False,0.36542633,0.52126435,5.06e-05,NaN,45,0
-30,20000,-1219.84085436,256,True,22884,4.799e-05,2910,0.15483369,False,0.36542633,0.52126435,5.06e-05,NaN,45,1
-30,20000,-1430.72863433,256,True,22884,4.799e-05,2910,0.15483369,False,0.36542633,0.52126435,5.06e-05,NaN,45,2
-31,20000,-1215.09185089,512,True,24037,1.64e-06,2915,0.41661716,False,0.50785365,0.14079344,0.0,NaN,45,0
-31,20000,-1183.35511023,512,True,24037,1.64e-06,2915,0.41661716,False,0.50785365,0.14079344,0.0,NaN,45,1
-31,20000,-1279.79939071,512,True,24037,1.64e-06,2915,0.41661716,False,0.50785365,0.14079344,0.0,NaN,45,2
-0,20000,-1203.31946625,256,False,103735,1.098e-05,7517,4.00182857,True,NaN,NaN,NaN,0.83503255,44,0
-0,20000,-1295.84190537,256,False,103735,1.098e-05,7517,4.00182857,True,NaN,NaN,NaN,0.83503255,44,1
-0,20000,-1263.69120613,256,False,103735,1.098e-05,7517,4.00182857,True,NaN,NaN,NaN,0.83503255,44,2
-1,20000,-1290.49446649,256,False,10884,6.62e-06,2493,5.09758519,False,NaN,NaN,NaN,NaN,44,0
-1,20000,-1213.28661179,256,False,10884,6.62e-06,2493,5.09758519,False,NaN,NaN,NaN,NaN,44,1
-1,20000,-1265.78188496,256,False,10884,6.62e-06,2493,5.09758519,False,NaN,NaN,NaN,NaN,44,2
+30,20000,-1665.38457614,256,True,22884,4.799e-05,2910,0.15483369,False,0.36542633,0.52126435,5.06e-05,,45,0
+30,20000,-1219.84085436,256,True,22884,4.799e-05,2910,0.15483369,False,0.36542633,0.52126435,5.06e-05,,45,1
+30,20000,-1430.72863433,256,True,22884,4.799e-05,2910,0.15483369,False,0.36542633,0.52126435,5.06e-05,,45,2
+31,20000,-1215.09185089,512,True,24037,1.64e-06,2915,0.41661716,False,0.50785365,0.14079344,0.0,,45,0
+31,20000,-1183.35511023,512,True,24037,1.64e-06,2915,0.41661716,False,0.50785365,0.14079344,0.0,,45,1
+31,20000,-1279.79939071,512,True,24037,1.64e-06,2915,0.41661716,False,0.50785365,0.14079344,0.0,,45,2
+0,20000,-1203.31946625,256,False,103735,1.098e-05,7517,4.00182857,True,,,,0.83503255,44,0
+0,20000,-1295.84190537,256,False,103735,1.098e-05,7517,4.00182857,True,,,,0.83503255,44,1
+0,20000,-1263.69120613,256,False,103735,1.098e-05,7517,4.00182857,True,,,,0.83503255,44,2
+1,20000,-1290.49446649,256,False,10884,6.62e-06,2493,5.09758519,False,,,,,44,0
+1,20000,-1213.28661179,256,False,10884,6.62e-06,2493,5.09758519,False,,,,,44,1
+1,20000,-1265.78188496,256,False,10884,6.62e-06,2493,5.09758519,False,,,,,44,2
 2,20000,-1305.01117995,1024,True,36607,1.75e-06,104,0.14248416,True,0.26619243,0.36890697,2e-08,0.87902184,44,0
 2,20000,-744.73152858,1024,True,36607,1.75e-06,104,0.14248416,True,0.26619243,0.36890697,2e-08,0.87902184,44,1
 2,20000,-1402.91985268,1024,True,36607,1.75e-06,104,0.14248416,True,0.26619243,0.36890697,2e-08,0.87902184,44,2
 3,20000,-211.06019672,512,True,75220,0.00389255,3407,0.1810504,True,0.07210869,0.98474404,2.77e-06,0.14473985,44,0
 3,20000,-798.68272497,512,True,75220,0.00389255,3407,0.1810504,True,0.07210869,0.98474404,2.77e-06,0.14473985,44,1
 3,20000,-461.84168982,512,True,75220,0.00389255,3407,0.1810504,True,0.07210869,0.98474404,2.77e-06,0.14473985,44,2
-4,20000,-1260.22972985,1024,False,82293,0.00156647,6481,2.8024262,False,NaN,NaN,NaN,NaN,44,0
-4,20000,-1483.52925667,1024,False,82293,0.00156647,6481,2.8024262,False,NaN,NaN,NaN,NaN,44,1
-4,20000,-1255.5090889,1024,False,82293,0.00156647,6481,2.8024262,False,NaN,NaN,NaN,NaN,44,2
+4,20000,-1260.22972985,1024,False,82293,0.00156647,6481,2.8024262,False,,,,,44,0
+4,20000,-1483.52925667,1024,False,82293,0.00156647,6481,2.8024262,False,,,,,44,1
+4,20000,-1255.5090889,1024,False,82293,0.00156647,6481,2.8024262,False,,,,,44,2
 5,20000,-1187.07443058,512,True,107648,0.01904429,2259,0.21027592,True,0.16227785,0.95695215,2.26e-06,0.69175759,44,0
 5,20000,-1241.29477856,512,True,107648,0.01904429,2259,0.21027592,True,0.16227785,0.95695215,2.26e-06,0.69175759,44,1
 5,20000,-1230.00457795,512,True,107648,0.01904429,2259,0.21027592,True,0.16227785,0.95695215,2.26e-06,0.69175759,44,2
-6,20000,-1226.99282833,256,False,19723,0.01390016,909,0.1691233,False,NaN,NaN,NaN,NaN,44,0
-6,20000,-1195.45848162,256,False,19723,0.01390016,909,0.1691233,False,NaN,NaN,NaN,NaN,44,1
-6,20000,-1212.66287312,256,False,19723,0.01390016,909,0.1691233,False,NaN,NaN,NaN,NaN,44,2
-7,20000,-257.70688079,512,False,61060,2.119e-05,4073,0.68488375,False,NaN,NaN,NaN,NaN,44,0
-7,20000,-1442.26095665,512,False,61060,2.119e-05,4073,0.68488375,False,NaN,NaN,NaN,NaN,44,1
-7,20000,-181.32128234,512,False,61060,2.119e-05,4073,0.68488375,False,NaN,NaN,NaN,NaN,44,2
+6,20000,-1226.99282833,256,False,19723,0.01390016,909,0.1691233,False,,,,,44,0
+6,20000,-1195.45848162,256,False,19723,0.01390016,909,0.1691233,False,,,,,44,1
+6,20000,-1212.66287312,256,False,19723,0.01390016,909,0.1691233,False,,,,,44,2
+7,20000,-257.70688079,512,False,61060,2.119e-05,4073,0.68488375,False,,,,,44,0
+7,20000,-1442.26095665,512,False,61060,2.119e-05,4073,0.68488375,False,,,,,44,1
+7,20000,-181.32128234,512,False,61060,2.119e-05,4073,0.68488375,False,,,,,44,2
 8,20000,-1230.37696224,1024,True,39308,0.09987411,4531,0.12391938,True,0.75769651,0.03784658,1.15e-06,0.14703792,44,0
 8,20000,-1280.91605068,1024,True,39308,0.09987411,4531,0.12391938,True,0.75769651,0.03784658,1.15e-06,0.14703792,44,1
 8,20000,-766.38837225,1024,True,39308,0.09987411,4531,0.12391938,True,0.75769651,0.03784658,1.15e-06,0.14703792,44,2
-9,20000,-918.50127984,512,False,60636,0.06242903,295,0.56793452,False,NaN,NaN,NaN,NaN,44,0
-9,20000,-518.54004053,512,False,60636,0.06242903,295,0.56793452,False,NaN,NaN,NaN,NaN,44,1
-9,20000,-639.11157465,512,False,60636,0.06242903,295,0.56793452,False,NaN,NaN,NaN,NaN,44,2
+9,20000,-918.50127984,512,False,60636,0.06242903,295,0.56793452,False,,,,,44,0
+9,20000,-518.54004053,512,False,60636,0.06242903,295,0.56793452,False,,,,,44,1
+9,20000,-639.11157465,512,False,60636,0.06242903,295,0.56793452,False,,,,,44,2
 10,20000,-413.7285501,512,True,54029,3.67e-06,1321,0.38398801,True,0.85834927,0.46915411,3.44e-06,0.64087897,44,0
 10,20000,-486.23574306,512,True,54029,3.67e-06,1321,0.38398801,True,0.85834927,0.46915411,3.44e-06,0.64087897,44,1
 10,20000,-992.46932757,512,True,54029,3.67e-06,1321,0.38398801,True,0.85834927,0.46915411,3.44e-06,0.64087897,44,2
-11,20000,-1192.82546403,256,False,4034,0.00079652,1501,6.77600467,True,NaN,NaN,NaN,0.48670465,44,0
-11,20000,-1198.00949748,256,False,4034,0.00079652,1501,6.77600467,True,NaN,NaN,NaN,0.48670465,44,1
-11,20000,-1293.64793886,256,False,4034,0.00079652,1501,6.77600467,True,NaN,NaN,NaN,0.48670465,44,2
-12,20000,-1190.9419628,1024,False,15070,4.774e-05,3526,0.25574027,True,NaN,NaN,NaN,0.01268589,44,0
-12,20000,-1299.23516405,1024,False,15070,4.774e-05,3526,0.25574027,True,NaN,NaN,NaN,0.01268589,44,1
-12,20000,-1229.0568897,1024,False,15070,4.774e-05,3526,0.25574027,True,NaN,NaN,NaN,0.01268589,44,2
-13,20000,0.0,512,True,85433,0.01915971,3263,3.22460199,False,0.39969321,0.21280439,3e-08,NaN,44,0
-13,20000,0.0,512,True,85433,0.01915971,3263,3.22460199,False,0.39969321,0.21280439,3e-08,NaN,44,1
-13,20000,0.0,512,True,85433,0.01915971,3263,3.22460199,False,0.39969321,0.21280439,3e-08,NaN,44,2
+11,20000,-1192.82546403,256,False,4034,0.00079652,1501,6.77600467,True,,,,0.48670465,44,0
+11,20000,-1198.00949748,256,False,4034,0.00079652,1501,6.77600467,True,,,,0.48670465,44,1
+11,20000,-1293.64793886,256,False,4034,0.00079652,1501,6.77600467,True,,,,0.48670465,44,2
+12,20000,-1190.9419628,1024,False,15070,4.774e-05,3526,0.25574027,True,,,,0.01268589,44,0
+12,20000,-1299.23516405,1024,False,15070,4.774e-05,3526,0.25574027,True,,,,0.01268589,44,1
+12,20000,-1229.0568897,1024,False,15070,4.774e-05,3526,0.25574027,True,,,,0.01268589,44,2
+13,20000,0.0,512,True,85433,0.01915971,3263,3.22460199,False,0.39969321,0.21280439,3e-08,,44,0
+13,20000,0.0,512,True,85433,0.01915971,3263,3.22460199,False,0.39969321,0.21280439,3e-08,,44,1
+13,20000,0.0,512,True,85433,0.01915971,3263,3.22460199,False,0.39969321,0.21280439,3e-08,,44,2
 14,20000,-866.13933989,1024,True,53485,4.98e-05,7801,2.46681944,True,0.10365792,0.04152867,5e-07,0.6541044,44,0
 14,20000,-1264.64424074,1024,True,53485,4.98e-05,7801,2.46681944,True,0.10365792,0.04152867,5e-07,0.6541044,44,1
 14,20000,-1157.2856108,1024,True,53485,4.98e-05,7801,2.46681944,True,0.10365792,0.04152867,5e-07,0.6541044,44,2
-15,20000,-1161.64267323,1024,False,78712,8.148e-05,8022,2.01036734,False,NaN,NaN,NaN,NaN,44,0
-15,20000,-1156.03744459,1024,False,78712,8.148e-05,8022,2.01036734,False,NaN,NaN,NaN,NaN,44,1
-15,20000,-1185.9738062,1024,False,78712,8.148e-05,8022,2.01036734,False,NaN,NaN,NaN,NaN,44,2
-16,20000,-1174.35400394,512,True,30709,7.94e-06,6911,6.85470611,False,0.97565058,0.08137639,6.069e-05,NaN,44,0
-16,20000,-1275.39621022,512,True,30709,7.94e-06,6911,6.85470611,False,0.97565058,0.08137639,6.069e-05,NaN,44,1
-16,20000,-1406.28584191,512,True,30709,7.94e-06,6911,6.85470611,False,0.97565058,0.08137639,6.069e-05,NaN,44,2
-17,20000,-1261.76738896,512,False,37251,0.00020407,2184,0.85455642,False,NaN,NaN,NaN,NaN,44,0
-17,20000,-1285.35143788,512,False,37251,0.00020407,2184,0.85455642,False,NaN,NaN,NaN,NaN,44,1
-17,20000,-1266.25583848,512,False,37251,0.00020407,2184,0.85455642,False,NaN,NaN,NaN,NaN,44,2
-18,20000,-1204.86434587,1024,False,5650,0.00010015,7013,0.91175283,False,NaN,NaN,NaN,NaN,44,0
-18,20000,-1197.04138224,1024,False,5650,0.00010015,7013,0.91175283,False,NaN,NaN,NaN,NaN,44,1
-18,20000,-1257.79987056,1024,False,5650,0.00010015,7013,0.91175283,False,NaN,NaN,NaN,NaN,44,2
-19,20000,-1250.80208954,1024,True,42539,0.00010388,1271,1.51878729,False,0.55999413,0.56561587,0.0,NaN,44,0
-19,20000,-1206.24145855,1024,True,42539,0.00010388,1271,1.51878729,False,0.55999413,0.56561587,0.0,NaN,44,1
-19,20000,-1245.18642412,1024,True,42539,0.00010388,1271,1.51878729,False,0.55999413,0.56561587,0.0,NaN,44,2
+15,20000,-1161.64267323,1024,False,78712,8.148e-05,8022,2.01036734,False,,,,,44,0
+15,20000,-1156.03744459,1024,False,78712,8.148e-05,8022,2.01036734,False,,,,,44,1
+15,20000,-1185.9738062,1024,False,78712,8.148e-05,8022,2.01036734,False,,,,,44,2
+16,20000,-1174.35400394,512,True,30709,7.94e-06,6911,6.85470611,False,0.97565058,0.08137639,6.069e-05,,44,0
+16,20000,-1275.39621022,512,True,30709,7.94e-06,6911,6.85470611,False,0.97565058,0.08137639,6.069e-05,,44,1
+16,20000,-1406.28584191,512,True,30709,7.94e-06,6911,6.85470611,False,0.97565058,0.08137639,6.069e-05,,44,2
+17,20000,-1261.76738896,512,False,37251,0.00020407,2184,0.85455642,False,,,,,44,0
+17,20000,-1285.35143788,512,False,37251,0.00020407,2184,0.85455642,False,,,,,44,1
+17,20000,-1266.25583848,512,False,37251,0.00020407,2184,0.85455642,False,,,,,44,2
+18,20000,-1204.86434587,1024,False,5650,0.00010015,7013,0.91175283,False,,,,,44,0
+18,20000,-1197.04138224,1024,False,5650,0.00010015,7013,0.91175283,False,,,,,44,1
+18,20000,-1257.79987056,1024,False,5650,0.00010015,7013,0.91175283,False,,,,,44,2
+19,20000,-1250.80208954,1024,True,42539,0.00010388,1271,1.51878729,False,0.55999413,0.56561587,0.0,,44,0
+19,20000,-1206.24145855,1024,True,42539,0.00010388,1271,1.51878729,False,0.55999413,0.56561587,0.0,,44,1
+19,20000,-1245.18642412,1024,True,42539,0.00010388,1271,1.51878729,False,0.55999413,0.56561587,0.0,,44,2
 20,20000,-1231.38597972,1024,True,9238,0.03041008,7822,0.43553454,True,0.45318774,0.93200877,1.33e-06,0.0704776,44,0
 20,20000,-1278.88687002,1024,True,9238,0.03041008,7822,0.43553454,True,0.45318774,0.93200877,1.33e-06,0.0704776,44,1
 20,20000,-1307.35973475,1024,True,9238,0.03041008,7822,0.43553454,True,0.45318774,0.93200877,1.33e-06,0.0704776,44,2
-21,20000,-1207.19589479,1024,True,33622,1.679e-05,932,0.12653294,False,0.85268964,0.34401145,1.16e-06,NaN,44,0
-21,20000,-1258.68344429,1024,True,33622,1.679e-05,932,0.12653294,False,0.85268964,0.34401145,1.16e-06,NaN,44,1
-21,20000,-1208.77149224,1024,True,33622,1.679e-05,932,0.12653294,False,0.85268964,0.34401145,1.16e-06,NaN,44,2
-22,20000,-1207.77838373,1024,False,107802,8.193e-05,1714,2.02538913,False,NaN,NaN,NaN,NaN,44,0
-22,20000,-1233.96157495,1024,False,107802,8.193e-05,1714,2.02538913,False,NaN,NaN,NaN,NaN,44,1
-22,20000,-1246.77343272,1024,False,107802,8.193e-05,1714,2.02538913,False,NaN,NaN,NaN,NaN,44,2
+21,20000,-1207.19589479,1024,True,33622,1.679e-05,932,0.12653294,False,0.85268964,0.34401145,1.16e-06,,44,0
+21,20000,-1258.68344429,1024,True,33622,1.679e-05,932,0.12653294,False,0.85268964,0.34401145,1.16e-06,,44,1
+21,20000,-1208.77149224,1024,True,33622,1.679e-05,932,0.12653294,False,0.85268964,0.34401145,1.16e-06,,44,2
+22,20000,-1207.77838373,1024,False,107802,8.193e-05,1714,2.02538913,False,,,,,44,0
+22,20000,-1233.96157495,1024,False,107802,8.193e-05,1714,2.02538913,False,,,,,44,1
+22,20000,-1246.77343272,1024,False,107802,8.193e-05,1714,2.02538913,False,,,,,44,2
 23,20000,-1507.49149464,256,True,92535,0.01203202,7418,3.75767058,True,0.76986825,0.55093379,6.4e-07,0.08807126,44,0
 23,20000,-1312.08271428,256,True,92535,0.01203202,7418,3.75767058,True,0.76986825,0.55093379,6.4e-07,0.08807126,44,1
 23,20000,-1290.3572651,256,True,92535,0.01203202,7418,3.75767058,True,0.76986825,0.55093379,6.4e-07,0.08807126,44,2
-24,20000,-753.6394912,1024,False,14100,0.01744614,5344,6.23331905,False,NaN,NaN,NaN,NaN,44,0
-24,20000,-600.04411155,1024,False,14100,0.01744614,5344,6.23331905,False,NaN,NaN,NaN,NaN,44,1
-24,20000,-1184.98290295,1024,False,14100,0.01744614,5344,6.23331905,False,NaN,NaN,NaN,NaN,44,2
-25,20000,-1310.78273869,1024,False,51414,2.927e-05,7320,0.24794077,False,NaN,NaN,NaN,NaN,44,0
-25,20000,-1248.10082434,1024,False,51414,2.927e-05,7320,0.24794077,False,NaN,NaN,NaN,NaN,44,1
-25,20000,-1236.71306836,1024,False,51414,2.927e-05,7320,0.24794077,False,NaN,NaN,NaN,NaN,44,2
-26,20000,-1236.67140079,256,False,91782,0.00014683,4014,0.18885929,False,NaN,NaN,NaN,NaN,44,0
-26,20000,-1266.11122751,256,False,91782,0.00014683,4014,0.18885929,False,NaN,NaN,NaN,NaN,44,1
-26,20000,-1354.37543984,256,False,91782,0.00014683,4014,0.18885929,False,NaN,NaN,NaN,NaN,44,2
-27,20000,-1290.44796518,1024,False,101461,8.16e-06,3267,7.01558921,True,NaN,NaN,NaN,0.8607287,44,0
-27,20000,-1201.3929424,1024,False,101461,8.16e-06,3267,7.01558921,True,NaN,NaN,NaN,0.8607287,44,1
-27,20000,-1251.37092258,1024,False,101461,8.16e-06,3267,7.01558921,True,NaN,NaN,NaN,0.8607287,44,2
+24,20000,-753.6394912,1024,False,14100,0.01744614,5344,6.23331905,False,,,,,44,0
+24,20000,-600.04411155,1024,False,14100,0.01744614,5344,6.23331905,False,,,,,44,1
+24,20000,-1184.98290295,1024,False,14100,0.01744614,5344,6.23331905,False,,,,,44,2
+25,20000,-1310.78273869,1024,False,51414,2.927e-05,7320,0.24794077,False,,,,,44,0
+25,20000,-1248.10082434,1024,False,51414,2.927e-05,7320,0.24794077,False,,,,,44,1
+25,20000,-1236.71306836,1024,False,51414,2.927e-05,7320,0.24794077,False,,,,,44,2
+26,20000,-1236.67140079,256,False,91782,0.00014683,4014,0.18885929,False,,,,,44,0
+26,20000,-1266.11122751,256,False,91782,0.00014683,4014,0.18885929,False,,,,,44,1
+26,20000,-1354.37543984,256,False,91782,0.00014683,4014,0.18885929,False,,,,,44,2
+27,20000,-1290.44796518,1024,False,101461,8.16e-06,3267,7.01558921,True,,,,0.8607287,44,0
+27,20000,-1201.3929424,1024,False,101461,8.16e-06,3267,7.01558921,True,,,,0.8607287,44,1
+27,20000,-1251.37092258,1024,False,101461,8.16e-06,3267,7.01558921,True,,,,0.8607287,44,2
 28,20000,-1245.82597613,256,True,14447,0.00443466,8000,2.81406557,True,0.72563527,0.16784127,6e-08,0.55241626,44,0
 28,20000,-1310.30047734,256,True,14447,0.00443466,8000,2.81406557,True,0.72563527,0.16784127,6e-08,0.55241626,44,1
 28,20000,-1368.04694147,256,True,14447,0.00443466,8000,2.81406557,True,0.72563527,0.16784127,6e-08,0.55241626,44,2
-29,20000,-1409.76604984,1024,False,91843,2.428e-05,7239,1.2721594,False,NaN,NaN,NaN,NaN,44,0
-29,20000,-1536.07474391,1024,False,91843,2.428e-05,7239,1.2721594,False,NaN,NaN,NaN,NaN,44,1
-29,20000,-1438.93379583,1024,False,91843,2.428e-05,7239,1.2721594,False,NaN,NaN,NaN,NaN,44,2
-30,20000,0.0,256,False,36199,0.0002912,7599,3.19551134,False,NaN,NaN,NaN,NaN,44,0
-30,20000,0.0,256,False,36199,0.0002912,7599,3.19551134,False,NaN,NaN,NaN,NaN,44,1
-30,20000,0.0,256,False,36199,0.0002912,7599,3.19551134,False,NaN,NaN,NaN,NaN,44,2
-31,20000,-1250.33741547,1024,False,101910,2.738e-05,413,9.67127635,True,NaN,NaN,NaN,0.26831899,44,0
-31,20000,-1193.62975133,1024,False,101910,2.738e-05,413,9.67127635,True,NaN,NaN,NaN,0.26831899,44,1
-31,20000,-1254.1593866,1024,False,101910,2.738e-05,413,9.67127635,True,NaN,NaN,NaN,0.26831899,44,2
+29,20000,-1409.76604984,1024,False,91843,2.428e-05,7239,1.2721594,False,,,,,44,0
+29,20000,-1536.07474391,1024,False,91843,2.428e-05,7239,1.2721594,False,,,,,44,1
+29,20000,-1438.93379583,1024,False,91843,2.428e-05,7239,1.2721594,False,,,,,44,2
+30,20000,0.0,256,False,36199,0.0002912,7599,3.19551134,False,,,,,44,0
+30,20000,0.0,256,False,36199,0.0002912,7599,3.19551134,False,,,,,44,1
+30,20000,0.0,256,False,36199,0.0002912,7599,3.19551134,False,,,,,44,2
+31,20000,-1250.33741547,1024,False,101910,2.738e-05,413,9.67127635,True,,,,0.26831899,44,0
+31,20000,-1193.62975133,1024,False,101910,2.738e-05,413,9.67127635,True,,,,0.26831899,44,1
+31,20000,-1254.1593866,1024,False,101910,2.738e-05,413,9.67127635,True,,,,0.26831899,44,2
 0,20000,-1249.87469367,256,True,17346,1.4e-06,706,0.14233949,True,0.1482954,0.42688498,2.352e-05,0.1619238,43,0
 0,20000,-1283.94551774,256,True,17346,1.4e-06,706,0.14233949,True,0.1482954,0.42688498,2.352e-05,0.1619238,43,1
 0,20000,-1222.87161593,256,True,17346,1.4e-06,706,0.14233949,True,0.1482954,0.42688498,2.352e-05,0.1619238,43,2
-1,20000,-622.32245567,512,False,102270,7.306e-05,6643,0.38077248,True,NaN,NaN,NaN,0.30268432,43,0
-1,20000,-1403.1803729,512,False,102270,7.306e-05,6643,0.38077248,True,NaN,NaN,NaN,0.30268432,43,1
-1,20000,-1426.23228136,512,False,102270,7.306e-05,6643,0.38077248,True,NaN,NaN,NaN,0.30268432,43,2
-2,20000,-599.94816774,256,True,21291,0.00251425,3852,1.70537841,False,0.64792679,0.3411441,0.0,NaN,43,0
-2,20000,-476.32202991,256,True,21291,0.00251425,3852,1.70537841,False,0.64792679,0.3411441,0.0,NaN,43,1
-2,20000,-441.26970085,256,True,21291,0.00251425,3852,1.70537841,False,0.64792679,0.3411441,0.0,NaN,43,2
-3,20000,-1169.99343869,256,False,29106,0.02567811,3700,2.22775025,False,NaN,NaN,NaN,NaN,43,0
-3,20000,-1176.39067528,256,False,29106,0.02567811,3700,2.22775025,False,NaN,NaN,NaN,NaN,43,1
-3,20000,-1327.05160029,256,False,29106,0.02567811,3700,2.22775025,False,NaN,NaN,NaN,NaN,43,2
+1,20000,-622.32245567,512,False,102270,7.306e-05,6643,0.38077248,True,,,,0.30268432,43,0
+1,20000,-1403.1803729,512,False,102270,7.306e-05,6643,0.38077248,True,,,,0.30268432,43,1
+1,20000,-1426.23228136,512,False,102270,7.306e-05,6643,0.38077248,True,,,,0.30268432,43,2
+2,20000,-599.94816774,256,True,21291,0.00251425,3852,1.70537841,False,0.64792679,0.3411441,0.0,,43,0
+2,20000,-476.32202991,256,True,21291,0.00251425,3852,1.70537841,False,0.64792679,0.3411441,0.0,,43,1
+2,20000,-441.26970085,256,True,21291,0.00251425,3852,1.70537841,False,0.64792679,0.3411441,0.0,,43,2
+3,20000,-1169.99343869,256,False,29106,0.02567811,3700,2.22775025,False,,,,,43,0
+3,20000,-1176.39067528,256,False,29106,0.02567811,3700,2.22775025,False,,,,,43,1
+3,20000,-1327.05160029,256,False,29106,0.02567811,3700,2.22775025,False,,,,,43,2
 4,20000,-1221.92630283,256,True,118403,0.01878469,1263,6.88896811,True,0.57891415,0.8136991,1e-07,0.69824135,43,0
 4,20000,-1217.9589772,256,True,118403,0.01878469,1263,6.88896811,True,0.57891415,0.8136991,1e-07,0.69824135,43,1
 4,20000,-1198.02499475,256,True,118403,0.01878469,1263,6.88896811,True,0.57891415,0.8136991,1e-07,0.69824135,43,2
 5,20000,-674.92344849,512,True,33822,0.00392186,4580,0.1224691,True,0.68048558,0.18004257,3.4e-07,0.39351145,43,0
 5,20000,-422.19086665,512,True,33822,0.00392186,4580,0.1224691,True,0.68048558,0.18004257,3.4e-07,0.39351145,43,1
 5,20000,-168.05058699,512,True,33822,0.00392186,4580,0.1224691,True,0.68048558,0.18004257,3.4e-07,0.39351145,43,2
-6,20000,-1216.15046377,256,False,31748,1.11e-06,2923,0.36718226,True,NaN,NaN,NaN,0.63146669,43,0
-6,20000,-1204.07253391,256,False,31748,1.11e-06,2923,0.36718226,True,NaN,NaN,NaN,0.63146669,43,1
-6,20000,-1218.93192925,256,False,31748,1.11e-06,2923,0.36718226,True,NaN,NaN,NaN,0.63146669,43,2
-7,20000,-1222.52734686,256,True,42117,0.00594464,5771,0.94950231,False,0.53857122,0.65449432,5.4e-07,NaN,43,0
-7,20000,-1192.88319836,256,True,42117,0.00594464,5771,0.94950231,False,0.53857122,0.65449432,5.4e-07,NaN,43,1
-7,20000,-1192.08620827,256,True,42117,0.00594464,5771,0.94950231,False,0.53857122,0.65449432,5.4e-07,NaN,43,2
-8,20000,0.0,512,False,21529,0.00065953,2282,0.40146431,True,NaN,NaN,NaN,0.92527542,43,0
-8,20000,0.0,512,False,21529,0.00065953,2282,0.40146431,True,NaN,NaN,NaN,0.92527542,43,1
-8,20000,0.0,512,False,21529,0.00065953,2282,0.40146431,True,NaN,NaN,NaN,0.92527542,43,2
-9,20000,-1164.93463941,512,True,2885,0.00091328,8159,0.23937875,False,0.20208424,0.51116346,0.0,NaN,43,0
-9,20000,-1206.48809891,512,True,2885,0.00091328,8159,0.23937875,False,0.20208424,0.51116346,0.0,NaN,43,1
-9,20000,-1246.88069553,512,True,2885,0.00091328,8159,0.23937875,False,0.20208424,0.51116346,0.0,NaN,43,2
+6,20000,-1216.15046377,256,False,31748,1.11e-06,2923,0.36718226,True,,,,0.63146669,43,0
+6,20000,-1204.07253391,256,False,31748,1.11e-06,2923,0.36718226,True,,,,0.63146669,43,1
+6,20000,-1218.93192925,256,False,31748,1.11e-06,2923,0.36718226,True,,,,0.63146669,43,2
+7,20000,-1222.52734686,256,True,42117,0.00594464,5771,0.94950231,False,0.53857122,0.65449432,5.4e-07,,43,0
+7,20000,-1192.88319836,256,True,42117,0.00594464,5771,0.94950231,False,0.53857122,0.65449432,5.4e-07,,43,1
+7,20000,-1192.08620827,256,True,42117,0.00594464,5771,0.94950231,False,0.53857122,0.65449432,5.4e-07,,43,2
+8,20000,0.0,512,False,21529,0.00065953,2282,0.40146431,True,,,,0.92527542,43,0
+8,20000,0.0,512,False,21529,0.00065953,2282,0.40146431,True,,,,0.92527542,43,1
+8,20000,0.0,512,False,21529,0.00065953,2282,0.40146431,True,,,,0.92527542,43,2
+9,20000,-1164.93463941,512,True,2885,0.00091328,8159,0.23937875,False,0.20208424,0.51116346,0.0,,43,0
+9,20000,-1206.48809891,512,True,2885,0.00091328,8159,0.23937875,False,0.20208424,0.51116346,0.0,,43,1
+9,20000,-1246.88069553,512,True,2885,0.00091328,8159,0.23937875,False,0.20208424,0.51116346,0.0,,43,2
 10,20000,-795.11896873,256,True,25852,0.01233871,4115,0.11085752,True,0.74385998,0.06552496,3e-08,0.84949279,43,0
 10,20000,-1104.07582099,256,True,25852,0.01233871,4115,0.11085752,True,0.74385998,0.06552496,3e-08,0.84949279,43,1
 10,20000,-724.16955442,256,True,25852,0.01233871,4115,0.11085752,True,0.74385998,0.06552496,3e-08,0.84949279,43,2
 11,20000,-1213.92217808,256,True,99973,1.67e-06,5159,0.17752156,True,0.32839652,0.01934543,1.6e-07,0.99646355,43,0
 11,20000,-1228.30151092,256,True,99973,1.67e-06,5159,0.17752156,True,0.32839652,0.01934543,1.6e-07,0.99646355,43,1
 11,20000,-1226.46121212,256,True,99973,1.67e-06,5159,0.17752156,True,0.32839652,0.01934543,1.6e-07,0.99646355,43,2
-12,20000,-1420.611273,256,True,80024,0.00073957,6018,8.24296886,False,0.92699683,0.63544751,3e-08,NaN,43,0
-12,20000,-721.52433576,256,True,80024,0.00073957,6018,8.24296886,False,0.92699683,0.63544751,3e-08,NaN,43,1
-12,20000,-919.97305498,256,True,80024,0.00073957,6018,8.24296886,False,0.92699683,0.63544751,3e-08,NaN,43,2
-13,20000,-1095.73710158,256,False,68346,4.118e-05,3460,1.1893063,False,NaN,NaN,NaN,NaN,43,0
-13,20000,-1031.36367348,256,False,68346,4.118e-05,3460,1.1893063,False,NaN,NaN,NaN,NaN,43,1
-13,20000,-1205.9455177,256,False,68346,4.118e-05,3460,1.1893063,False,NaN,NaN,NaN,NaN,43,2
+12,20000,-1420.611273,256,True,80024,0.00073957,6018,8.24296886,False,0.92699683,0.63544751,3e-08,,43,0
+12,20000,-721.52433576,256,True,80024,0.00073957,6018,8.24296886,False,0.92699683,0.63544751,3e-08,,43,1
+12,20000,-919.97305498,256,True,80024,0.00073957,6018,8.24296886,False,0.92699683,0.63544751,3e-08,,43,2
+13,20000,-1095.73710158,256,False,68346,4.118e-05,3460,1.1893063,False,,,,,43,0
+13,20000,-1031.36367348,256,False,68346,4.118e-05,3460,1.1893063,False,,,,,43,1
+13,20000,-1205.9455177,256,False,68346,4.118e-05,3460,1.1893063,False,,,,,43,2
 14,20000,0.0,512,True,41619,0.03394737,6677,3.76276139,True,0.68663557,0.92288497,2.4e-07,0.66218702,43,0
 14,20000,0.0,512,True,41619,0.03394737,6677,3.76276139,True,0.68663557,0.92288497,2.4e-07,0.66218702,43,1
 14,20000,0.0,512,True,41619,0.03394737,6677,3.76276139,True,0.68663557,0.92288497,2.4e-07,0.66218702,43,2
@@ -341,141 +341,141 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 17,20000,-1399.1464477,512,True,31055,0.00764749,4808,6.57307538,True,0.113088,0.1467661,4.1e-07,0.31946243,43,0
 17,20000,-1503.03651142,512,True,31055,0.00764749,4808,6.57307538,True,0.113088,0.1467661,4.1e-07,0.31946243,43,1
 17,20000,-1334.18889424,512,True,31055,0.00764749,4808,6.57307538,True,0.113088,0.1467661,4.1e-07,0.31946243,43,2
-18,20000,-1184.91113144,512,False,80338,2.82e-06,7593,0.72257409,False,NaN,NaN,NaN,NaN,43,0
-18,20000,0.0,512,False,80338,2.82e-06,7593,0.72257409,False,NaN,NaN,NaN,NaN,43,1
-18,20000,0.0,512,False,80338,2.82e-06,7593,0.72257409,False,NaN,NaN,NaN,NaN,43,2
+18,20000,-1184.91113144,512,False,80338,2.82e-06,7593,0.72257409,False,,,,,43,0
+18,20000,0.0,512,False,80338,2.82e-06,7593,0.72257409,False,,,,,43,1
+18,20000,0.0,512,False,80338,2.82e-06,7593,0.72257409,False,,,,,43,2
 19,20000,-1205.3412548,256,True,35762,9.45e-06,1331,0.29310305,True,0.759694,0.80674091,0.0,0.28307547,43,0
 19,20000,-1240.73769534,256,True,35762,9.45e-06,1331,0.29310305,True,0.759694,0.80674091,0.0,0.28307547,43,1
 19,20000,-1168.03179473,256,True,35762,9.45e-06,1331,0.29310305,True,0.759694,0.80674091,0.0,0.28307547,43,2
-20,20000,-456.49296874,1024,True,88330,9.152e-05,1143,0.5062426,False,0.61837819,0.16075043,5.111e-05,NaN,43,0
-20,20000,-939.05080759,1024,True,88330,9.152e-05,1143,0.5062426,False,0.61837819,0.16075043,5.111e-05,NaN,43,1
-20,20000,-160.7212838,1024,True,88330,9.152e-05,1143,0.5062426,False,0.61837819,0.16075043,5.111e-05,NaN,43,2
-21,20000,-1212.61647915,256,False,37307,0.04902338,215,2.85848691,False,NaN,NaN,NaN,NaN,43,0
-21,20000,-1230.09194727,256,False,37307,0.04902338,215,2.85848691,False,NaN,NaN,NaN,NaN,43,1
-21,20000,-1192.42505325,256,False,37307,0.04902338,215,2.85848691,False,NaN,NaN,NaN,NaN,43,2
-22,20000,-1191.62284503,512,True,96412,7.28e-06,2161,1.16039015,False,0.10057405,0.04806406,2.45e-06,NaN,43,0
-22,20000,-1222.5398823,512,True,96412,7.28e-06,2161,1.16039015,False,0.10057405,0.04806406,2.45e-06,NaN,43,1
-22,20000,-1229.19382755,512,True,96412,7.28e-06,2161,1.16039015,False,0.10057405,0.04806406,2.45e-06,NaN,43,2
+20,20000,-456.49296874,1024,True,88330,9.152e-05,1143,0.5062426,False,0.61837819,0.16075043,5.111e-05,,43,0
+20,20000,-939.05080759,1024,True,88330,9.152e-05,1143,0.5062426,False,0.61837819,0.16075043,5.111e-05,,43,1
+20,20000,-160.7212838,1024,True,88330,9.152e-05,1143,0.5062426,False,0.61837819,0.16075043,5.111e-05,,43,2
+21,20000,-1212.61647915,256,False,37307,0.04902338,215,2.85848691,False,,,,,43,0
+21,20000,-1230.09194727,256,False,37307,0.04902338,215,2.85848691,False,,,,,43,1
+21,20000,-1192.42505325,256,False,37307,0.04902338,215,2.85848691,False,,,,,43,2
+22,20000,-1191.62284503,512,True,96412,7.28e-06,2161,1.16039015,False,0.10057405,0.04806406,2.45e-06,,43,0
+22,20000,-1222.5398823,512,True,96412,7.28e-06,2161,1.16039015,False,0.10057405,0.04806406,2.45e-06,,43,1
+22,20000,-1229.19382755,512,True,96412,7.28e-06,2161,1.16039015,False,0.10057405,0.04806406,2.45e-06,,43,2
 23,20000,-403.71485263,512,True,103902,1.51e-06,5776,0.10412894,True,0.23053084,0.07898773,4.8e-07,0.31281322,43,0
 23,20000,-351.34036973,512,True,103902,1.51e-06,5776,0.10412894,True,0.23053084,0.07898773,4.8e-07,0.31281322,43,1
 23,20000,-174.79600644,512,True,103902,1.51e-06,5776,0.10412894,True,0.23053084,0.07898773,4.8e-07,0.31281322,43,2
 24,20000,0.0,256,True,29059,5.31e-06,7061,0.43999529,True,0.02262824,0.21507514,9.48e-06,0.41844699,43,0
 24,20000,0.0,256,True,29059,5.31e-06,7061,0.43999529,True,0.02262824,0.21507514,9.48e-06,0.41844699,43,1
 24,20000,0.0,256,True,29059,5.31e-06,7061,0.43999529,True,0.02262824,0.21507514,9.48e-06,0.41844699,43,2
-25,20000,-1299.46626265,512,True,112239,0.00105062,5224,2.03572085,False,0.41136763,0.0348465,1.464e-05,NaN,43,0
-25,20000,0.0,512,True,112239,0.00105062,5224,2.03572085,False,0.41136763,0.0348465,1.464e-05,NaN,43,1
-25,20000,-1186.98383266,512,True,112239,0.00105062,5224,2.03572085,False,0.41136763,0.0348465,1.464e-05,NaN,43,2
-26,20000,-1336.07109862,512,True,78521,0.00078513,2390,0.17031219,False,0.44033722,0.36342543,2.71e-06,NaN,43,0
-26,20000,-1229.6243397,512,True,78521,0.00078513,2390,0.17031219,False,0.44033722,0.36342543,2.71e-06,NaN,43,1
-26,20000,-1321.00139334,512,True,78521,0.00078513,2390,0.17031219,False,0.44033722,0.36342543,2.71e-06,NaN,43,2
-27,20000,-1287.85747513,1024,False,98462,4.83e-06,1740,0.76056624,True,NaN,NaN,NaN,0.77451224,43,0
-27,20000,-1341.97012099,1024,False,98462,4.83e-06,1740,0.76056624,True,NaN,NaN,NaN,0.77451224,43,1
-27,20000,-1391.03375248,1024,False,98462,4.83e-06,1740,0.76056624,True,NaN,NaN,NaN,0.77451224,43,2
-28,20000,-1265.67790427,256,True,73761,6.08e-05,5218,0.119649,False,0.19182625,0.2522443,4.7e-07,NaN,43,0
-28,20000,-1302.76184473,256,True,73761,6.08e-05,5218,0.119649,False,0.19182625,0.2522443,4.7e-07,NaN,43,1
-28,20000,-667.47493795,256,True,73761,6.08e-05,5218,0.119649,False,0.19182625,0.2522443,4.7e-07,NaN,43,2
+25,20000,-1299.46626265,512,True,112239,0.00105062,5224,2.03572085,False,0.41136763,0.0348465,1.464e-05,,43,0
+25,20000,0.0,512,True,112239,0.00105062,5224,2.03572085,False,0.41136763,0.0348465,1.464e-05,,43,1
+25,20000,-1186.98383266,512,True,112239,0.00105062,5224,2.03572085,False,0.41136763,0.0348465,1.464e-05,,43,2
+26,20000,-1336.07109862,512,True,78521,0.00078513,2390,0.17031219,False,0.44033722,0.36342543,2.71e-06,,43,0
+26,20000,-1229.6243397,512,True,78521,0.00078513,2390,0.17031219,False,0.44033722,0.36342543,2.71e-06,,43,1
+26,20000,-1321.00139334,512,True,78521,0.00078513,2390,0.17031219,False,0.44033722,0.36342543,2.71e-06,,43,2
+27,20000,-1287.85747513,1024,False,98462,4.83e-06,1740,0.76056624,True,,,,0.77451224,43,0
+27,20000,-1341.97012099,1024,False,98462,4.83e-06,1740,0.76056624,True,,,,0.77451224,43,1
+27,20000,-1391.03375248,1024,False,98462,4.83e-06,1740,0.76056624,True,,,,0.77451224,43,2
+28,20000,-1265.67790427,256,True,73761,6.08e-05,5218,0.119649,False,0.19182625,0.2522443,4.7e-07,,43,0
+28,20000,-1302.76184473,256,True,73761,6.08e-05,5218,0.119649,False,0.19182625,0.2522443,4.7e-07,,43,1
+28,20000,-667.47493795,256,True,73761,6.08e-05,5218,0.119649,False,0.19182625,0.2522443,4.7e-07,,43,2
 29,20000,0.0,1024,True,21791,9.17e-06,1236,3.82731392,True,0.08556868,0.43441438,5.38e-06,0.98681644,43,0
 29,20000,0.0,1024,True,21791,9.17e-06,1236,3.82731392,True,0.08556868,0.43441438,5.38e-06,0.98681644,43,1
 29,20000,0.0,1024,True,21791,9.17e-06,1236,3.82731392,True,0.08556868,0.43441438,5.38e-06,0.98681644,43,2
-30,20000,-379.67463622,1024,True,11256,9.92e-06,3796,1.96584571,False,0.15555453,0.34037978,1.182e-05,NaN,43,0
-30,20000,-1342.49511757,1024,True,11256,9.92e-06,3796,1.96584571,False,0.15555453,0.34037978,1.182e-05,NaN,43,1
-30,20000,-1653.55247002,1024,True,11256,9.92e-06,3796,1.96584571,False,0.15555453,0.34037978,1.182e-05,NaN,43,2
-31,20000,0.0,256,True,83301,0.004437,6202,0.15390523,False,0.70843685,0.66688717,1e-08,NaN,43,0
-31,20000,0.0,256,True,83301,0.004437,6202,0.15390523,False,0.70843685,0.66688717,1e-08,NaN,43,1
-31,20000,0.0,256,True,83301,0.004437,6202,0.15390523,False,0.70843685,0.66688717,1e-08,NaN,43,2
-0,20000,-376.51961488,512,False,52635,9.339e-05,3734,1.80109316,False,NaN,NaN,NaN,NaN,46,0
-0,20000,-1383.48226678,512,False,52635,9.339e-05,3734,1.80109316,False,NaN,NaN,NaN,NaN,46,1
-0,20000,-1245.93561869,512,False,52635,9.339e-05,3734,1.80109316,False,NaN,NaN,NaN,NaN,46,2
-1,20000,-1434.72554673,512,True,37678,2.98e-06,4409,1.86850326,False,0.24041696,0.31798624,1.131e-05,NaN,46,0
-1,20000,-1197.25788924,512,True,37678,2.98e-06,4409,1.86850326,False,0.24041696,0.31798624,1.131e-05,NaN,46,1
-1,20000,-1593.86913108,512,True,37678,2.98e-06,4409,1.86850326,False,0.24041696,0.31798624,1.131e-05,NaN,46,2
-2,20000,0.0,256,True,100209,2.48e-06,1281,2.60078975,False,0.34295881,0.84932715,1e-08,NaN,46,0
-2,20000,0.0,256,True,100209,2.48e-06,1281,2.60078975,False,0.34295881,0.84932715,1e-08,NaN,46,1
-2,20000,0.0,256,True,100209,2.48e-06,1281,2.60078975,False,0.34295881,0.84932715,1e-08,NaN,46,2
-3,20000,-1189.86001684,256,False,58275,2.645e-05,7496,0.43030829,False,NaN,NaN,NaN,NaN,46,0
-3,20000,-1198.8985361,256,False,58275,2.645e-05,7496,0.43030829,False,NaN,NaN,NaN,NaN,46,1
-3,20000,-1220.71962934,256,False,58275,2.645e-05,7496,0.43030829,False,NaN,NaN,NaN,NaN,46,2
-4,20000,-1240.80851338,512,True,21455,9.643e-05,6145,0.97540381,False,0.66720797,0.55581174,8.22e-06,NaN,46,0
-4,20000,-1194.98728582,512,True,21455,9.643e-05,6145,0.97540381,False,0.66720797,0.55581174,8.22e-06,NaN,46,1
-4,20000,-1270.98876818,512,True,21455,9.643e-05,6145,0.97540381,False,0.66720797,0.55581174,8.22e-06,NaN,46,2
+30,20000,-379.67463622,1024,True,11256,9.92e-06,3796,1.96584571,False,0.15555453,0.34037978,1.182e-05,,43,0
+30,20000,-1342.49511757,1024,True,11256,9.92e-06,3796,1.96584571,False,0.15555453,0.34037978,1.182e-05,,43,1
+30,20000,-1653.55247002,1024,True,11256,9.92e-06,3796,1.96584571,False,0.15555453,0.34037978,1.182e-05,,43,2
+31,20000,0.0,256,True,83301,0.004437,6202,0.15390523,False,0.70843685,0.66688717,1e-08,,43,0
+31,20000,0.0,256,True,83301,0.004437,6202,0.15390523,False,0.70843685,0.66688717,1e-08,,43,1
+31,20000,0.0,256,True,83301,0.004437,6202,0.15390523,False,0.70843685,0.66688717,1e-08,,43,2
+0,20000,-376.51961488,512,False,52635,9.339e-05,3734,1.80109316,False,,,,,46,0
+0,20000,-1383.48226678,512,False,52635,9.339e-05,3734,1.80109316,False,,,,,46,1
+0,20000,-1245.93561869,512,False,52635,9.339e-05,3734,1.80109316,False,,,,,46,2
+1,20000,-1434.72554673,512,True,37678,2.98e-06,4409,1.86850326,False,0.24041696,0.31798624,1.131e-05,,46,0
+1,20000,-1197.25788924,512,True,37678,2.98e-06,4409,1.86850326,False,0.24041696,0.31798624,1.131e-05,,46,1
+1,20000,-1593.86913108,512,True,37678,2.98e-06,4409,1.86850326,False,0.24041696,0.31798624,1.131e-05,,46,2
+2,20000,0.0,256,True,100209,2.48e-06,1281,2.60078975,False,0.34295881,0.84932715,1e-08,,46,0
+2,20000,0.0,256,True,100209,2.48e-06,1281,2.60078975,False,0.34295881,0.84932715,1e-08,,46,1
+2,20000,0.0,256,True,100209,2.48e-06,1281,2.60078975,False,0.34295881,0.84932715,1e-08,,46,2
+3,20000,-1189.86001684,256,False,58275,2.645e-05,7496,0.43030829,False,,,,,46,0
+3,20000,-1198.8985361,256,False,58275,2.645e-05,7496,0.43030829,False,,,,,46,1
+3,20000,-1220.71962934,256,False,58275,2.645e-05,7496,0.43030829,False,,,,,46,2
+4,20000,-1240.80851338,512,True,21455,9.643e-05,6145,0.97540381,False,0.66720797,0.55581174,8.22e-06,,46,0
+4,20000,-1194.98728582,512,True,21455,9.643e-05,6145,0.97540381,False,0.66720797,0.55581174,8.22e-06,,46,1
+4,20000,-1270.98876818,512,True,21455,9.643e-05,6145,0.97540381,False,0.66720797,0.55581174,8.22e-06,,46,2
 5,20000,-1209.28550929,1024,True,40624,0.00018729,7327,0.83551358,True,0.61939179,0.6091157,3e-08,0.48348533,46,0
 5,20000,-1242.58613384,1024,True,40624,0.00018729,7327,0.83551358,True,0.61939179,0.6091157,3e-08,0.48348533,46,1
 5,20000,-1255.28357719,1024,True,40624,0.00018729,7327,0.83551358,True,0.61939179,0.6091157,3e-08,0.48348533,46,2
-6,20000,-250.00359414,256,False,62692,2.28e-06,7226,0.58321311,False,NaN,NaN,NaN,NaN,46,0
-6,20000,-1434.49154651,256,False,62692,2.28e-06,7226,0.58321311,False,NaN,NaN,NaN,NaN,46,1
-6,20000,-623.79410766,256,False,62692,2.28e-06,7226,0.58321311,False,NaN,NaN,NaN,NaN,46,2
-7,20000,-1208.54537126,256,False,83118,4.421e-05,5118,0.24502521,True,NaN,NaN,NaN,0.1852988,46,0
-7,20000,-1244.24158034,256,False,83118,4.421e-05,5118,0.24502521,True,NaN,NaN,NaN,0.1852988,46,1
-7,20000,-1230.17078929,256,False,83118,4.421e-05,5118,0.24502521,True,NaN,NaN,NaN,0.1852988,46,2
+6,20000,-250.00359414,256,False,62692,2.28e-06,7226,0.58321311,False,,,,,46,0
+6,20000,-1434.49154651,256,False,62692,2.28e-06,7226,0.58321311,False,,,,,46,1
+6,20000,-623.79410766,256,False,62692,2.28e-06,7226,0.58321311,False,,,,,46,2
+7,20000,-1208.54537126,256,False,83118,4.421e-05,5118,0.24502521,True,,,,0.1852988,46,0
+7,20000,-1244.24158034,256,False,83118,4.421e-05,5118,0.24502521,True,,,,0.1852988,46,1
+7,20000,-1230.17078929,256,False,83118,4.421e-05,5118,0.24502521,True,,,,0.1852988,46,2
 8,20000,-1233.93181137,256,True,84380,3.741e-05,7390,1.64828469,True,0.51661151,0.79950401,0.0,0.10737935,46,0
 8,20000,-1157.06984868,256,True,84380,3.741e-05,7390,1.64828469,True,0.51661151,0.79950401,0.0,0.10737935,46,1
 8,20000,-1202.65021041,256,True,84380,3.741e-05,7390,1.64828469,True,0.51661151,0.79950401,0.0,0.10737935,46,2
-9,20000,-156.87752509,512,False,69877,0.06450819,2337,0.77234451,False,NaN,NaN,NaN,NaN,46,0
-9,20000,-169.60686197,512,False,69877,0.06450819,2337,0.77234451,False,NaN,NaN,NaN,NaN,46,1
-9,20000,-154.27153589,512,False,69877,0.06450819,2337,0.77234451,False,NaN,NaN,NaN,NaN,46,2
-10,20000,-1274.73737508,256,False,14086,7.69e-06,5955,0.48064018,False,NaN,NaN,NaN,NaN,46,0
-10,20000,-1186.32592975,256,False,14086,7.69e-06,5955,0.48064018,False,NaN,NaN,NaN,NaN,46,1
-10,20000,-1225.62333963,256,False,14086,7.69e-06,5955,0.48064018,False,NaN,NaN,NaN,NaN,46,2
-11,20000,-1666.90855746,512,False,45488,0.0092563,3510,1.43419739,True,NaN,NaN,NaN,0.89688899,46,0
-11,20000,-1651.97105076,512,False,45488,0.0092563,3510,1.43419739,True,NaN,NaN,NaN,0.89688899,46,1
-11,20000,-146.82353482,512,False,45488,0.0092563,3510,1.43419739,True,NaN,NaN,NaN,0.89688899,46,2
-12,20000,-1199.46277376,512,False,102486,0.00058623,4173,0.19682657,False,NaN,NaN,NaN,NaN,46,0
-12,20000,-1276.88368626,512,False,102486,0.00058623,4173,0.19682657,False,NaN,NaN,NaN,NaN,46,1
-12,20000,-1213.41597859,512,False,102486,0.00058623,4173,0.19682657,False,NaN,NaN,NaN,NaN,46,2
-13,20000,-1172.68864597,1024,False,83121,0.09215311,5517,1.5200764,False,NaN,NaN,NaN,NaN,46,0
-13,20000,-1261.07231596,1024,False,83121,0.09215311,5517,1.5200764,False,NaN,NaN,NaN,NaN,46,1
-13,20000,-1247.57269774,1024,False,83121,0.09215311,5517,1.5200764,False,NaN,NaN,NaN,NaN,46,2
+9,20000,-156.87752509,512,False,69877,0.06450819,2337,0.77234451,False,,,,,46,0
+9,20000,-169.60686197,512,False,69877,0.06450819,2337,0.77234451,False,,,,,46,1
+9,20000,-154.27153589,512,False,69877,0.06450819,2337,0.77234451,False,,,,,46,2
+10,20000,-1274.73737508,256,False,14086,7.69e-06,5955,0.48064018,False,,,,,46,0
+10,20000,-1186.32592975,256,False,14086,7.69e-06,5955,0.48064018,False,,,,,46,1
+10,20000,-1225.62333963,256,False,14086,7.69e-06,5955,0.48064018,False,,,,,46,2
+11,20000,-1666.90855746,512,False,45488,0.0092563,3510,1.43419739,True,,,,0.89688899,46,0
+11,20000,-1651.97105076,512,False,45488,0.0092563,3510,1.43419739,True,,,,0.89688899,46,1
+11,20000,-146.82353482,512,False,45488,0.0092563,3510,1.43419739,True,,,,0.89688899,46,2
+12,20000,-1199.46277376,512,False,102486,0.00058623,4173,0.19682657,False,,,,,46,0
+12,20000,-1276.88368626,512,False,102486,0.00058623,4173,0.19682657,False,,,,,46,1
+12,20000,-1213.41597859,512,False,102486,0.00058623,4173,0.19682657,False,,,,,46,2
+13,20000,-1172.68864597,1024,False,83121,0.09215311,5517,1.5200764,False,,,,,46,0
+13,20000,-1261.07231596,1024,False,83121,0.09215311,5517,1.5200764,False,,,,,46,1
+13,20000,-1247.57269774,1024,False,83121,0.09215311,5517,1.5200764,False,,,,,46,2
 14,20000,-1145.16662162,1024,True,9738,0.00018691,6038,0.11769612,True,0.20608876,0.88743599,3.58e-05,0.03986274,46,0
 14,20000,-1225.84540036,1024,True,9738,0.00018691,6038,0.11769612,True,0.20608876,0.88743599,3.58e-05,0.03986274,46,1
 14,20000,-1210.07558824,1024,True,9738,0.00018691,6038,0.11769612,True,0.20608876,0.88743599,3.58e-05,0.03986274,46,2
-15,20000,-1242.0145128,1024,False,118732,8.35e-06,4573,0.16211243,True,NaN,NaN,NaN,0.63830771,46,0
-15,20000,-1236.72116734,1024,False,118732,8.35e-06,4573,0.16211243,True,NaN,NaN,NaN,0.63830771,46,1
-15,20000,-1196.0377771,1024,False,118732,8.35e-06,4573,0.16211243,True,NaN,NaN,NaN,0.63830771,46,2
+15,20000,-1242.0145128,1024,False,118732,8.35e-06,4573,0.16211243,True,,,,0.63830771,46,0
+15,20000,-1236.72116734,1024,False,118732,8.35e-06,4573,0.16211243,True,,,,0.63830771,46,1
+15,20000,-1196.0377771,1024,False,118732,8.35e-06,4573,0.16211243,True,,,,0.63830771,46,2
 16,20000,-1212.66867544,512,True,5835,0.03754907,316,0.79758099,True,0.39130083,0.87894108,5.61e-06,0.55815131,46,0
 16,20000,-1224.66599654,512,True,5835,0.03754907,316,0.79758099,True,0.39130083,0.87894108,5.61e-06,0.55815131,46,1
 16,20000,-1187.47571471,512,True,5835,0.03754907,316,0.79758099,True,0.39130083,0.87894108,5.61e-06,0.55815131,46,2
-17,20000,-1245.79596234,256,False,14947,0.00118609,7448,7.3460727,False,NaN,NaN,NaN,NaN,46,0
-17,20000,-1162.26740933,256,False,14947,0.00118609,7448,7.3460727,False,NaN,NaN,NaN,NaN,46,1
-17,20000,-1207.04323086,256,False,14947,0.00118609,7448,7.3460727,False,NaN,NaN,NaN,NaN,46,2
-18,20000,-1280.90019431,512,False,82005,0.00100984,3580,0.27786263,False,NaN,NaN,NaN,NaN,46,0
-18,20000,-1374.05003928,512,False,82005,0.00100984,3580,0.27786263,False,NaN,NaN,NaN,NaN,46,1
-18,20000,-1422.85596505,512,False,82005,0.00100984,3580,0.27786263,False,NaN,NaN,NaN,NaN,46,2
+17,20000,-1245.79596234,256,False,14947,0.00118609,7448,7.3460727,False,,,,,46,0
+17,20000,-1162.26740933,256,False,14947,0.00118609,7448,7.3460727,False,,,,,46,1
+17,20000,-1207.04323086,256,False,14947,0.00118609,7448,7.3460727,False,,,,,46,2
+18,20000,-1280.90019431,512,False,82005,0.00100984,3580,0.27786263,False,,,,,46,0
+18,20000,-1374.05003928,512,False,82005,0.00100984,3580,0.27786263,False,,,,,46,1
+18,20000,-1422.85596505,512,False,82005,0.00100984,3580,0.27786263,False,,,,,46,2
 19,20000,-1351.3733542,256,True,7524,0.00359331,2685,5.58535193,True,0.85673919,0.34622008,4.3e-07,0.93179564,46,0
 19,20000,-1297.2852805,256,True,7524,0.00359331,2685,5.58535193,True,0.85673919,0.34622008,4.3e-07,0.93179564,46,1
 19,20000,-1310.5781424,256,True,7524,0.00359331,2685,5.58535193,True,0.85673919,0.34622008,4.3e-07,0.93179564,46,2
-20,20000,-1217.5364369,1024,False,111184,9.43e-06,284,8.68008147,False,NaN,NaN,NaN,NaN,46,0
-20,20000,-1250.1510592,1024,False,111184,9.43e-06,284,8.68008147,False,NaN,NaN,NaN,NaN,46,1
-20,20000,-1254.36210517,1024,False,111184,9.43e-06,284,8.68008147,False,NaN,NaN,NaN,NaN,46,2
-21,20000,-1299.66687974,512,False,21965,0.00580078,6468,0.45802443,True,NaN,NaN,NaN,0.32317211,46,0
-21,20000,-774.77613282,512,False,21965,0.00580078,6468,0.45802443,True,NaN,NaN,NaN,0.32317211,46,1
-21,20000,-1666.82765841,512,False,21965,0.00580078,6468,0.45802443,True,NaN,NaN,NaN,0.32317211,46,2
-22,20000,-1252.12746432,256,True,102439,0.01017153,7741,0.99443709,False,0.92571519,0.51799254,1e-08,NaN,46,0
-22,20000,-1203.39958502,256,True,102439,0.01017153,7741,0.99443709,False,0.92571519,0.51799254,1e-08,NaN,46,1
-22,20000,-1269.39738138,256,True,102439,0.01017153,7741,0.99443709,False,0.92571519,0.51799254,1e-08,NaN,46,2
-23,20000,0.0,256,False,113005,4.376e-05,3777,0.49013783,False,NaN,NaN,NaN,NaN,46,0
-23,20000,0.0,256,False,113005,4.376e-05,3777,0.49013783,False,NaN,NaN,NaN,NaN,46,1
-23,20000,0.0,256,False,113005,4.376e-05,3777,0.49013783,False,NaN,NaN,NaN,NaN,46,2
-24,20000,-726.8458041,1024,True,70120,0.03836925,4041,1.84936089,False,0.01788864,0.11202791,7.253e-05,NaN,46,0
-24,20000,-740.27978417,1024,True,70120,0.03836925,4041,1.84936089,False,0.01788864,0.11202791,7.253e-05,NaN,46,1
-24,20000,-384.47385195,1024,True,70120,0.03836925,4041,1.84936089,False,0.01788864,0.11202791,7.253e-05,NaN,46,2
-25,20000,-191.46003671,1024,False,86566,0.0496251,850,0.23499352,False,NaN,NaN,NaN,NaN,46,0
-25,20000,-164.45594014,1024,False,86566,0.0496251,850,0.23499352,False,NaN,NaN,NaN,NaN,46,1
-25,20000,-739.6907195,1024,False,86566,0.0496251,850,0.23499352,False,NaN,NaN,NaN,NaN,46,2
-26,20000,-1168.62288513,256,False,59752,0.00010129,3572,0.80123828,False,NaN,NaN,NaN,NaN,46,0
-26,20000,-1131.1561239,256,False,59752,0.00010129,3572,0.80123828,False,NaN,NaN,NaN,NaN,46,1
-26,20000,-1146.43656445,256,False,59752,0.00010129,3572,0.80123828,False,NaN,NaN,NaN,NaN,46,2
+20,20000,-1217.5364369,1024,False,111184,9.43e-06,284,8.68008147,False,,,,,46,0
+20,20000,-1250.1510592,1024,False,111184,9.43e-06,284,8.68008147,False,,,,,46,1
+20,20000,-1254.36210517,1024,False,111184,9.43e-06,284,8.68008147,False,,,,,46,2
+21,20000,-1299.66687974,512,False,21965,0.00580078,6468,0.45802443,True,,,,0.32317211,46,0
+21,20000,-774.77613282,512,False,21965,0.00580078,6468,0.45802443,True,,,,0.32317211,46,1
+21,20000,-1666.82765841,512,False,21965,0.00580078,6468,0.45802443,True,,,,0.32317211,46,2
+22,20000,-1252.12746432,256,True,102439,0.01017153,7741,0.99443709,False,0.92571519,0.51799254,1e-08,,46,0
+22,20000,-1203.39958502,256,True,102439,0.01017153,7741,0.99443709,False,0.92571519,0.51799254,1e-08,,46,1
+22,20000,-1269.39738138,256,True,102439,0.01017153,7741,0.99443709,False,0.92571519,0.51799254,1e-08,,46,2
+23,20000,0.0,256,False,113005,4.376e-05,3777,0.49013783,False,,,,,46,0
+23,20000,0.0,256,False,113005,4.376e-05,3777,0.49013783,False,,,,,46,1
+23,20000,0.0,256,False,113005,4.376e-05,3777,0.49013783,False,,,,,46,2
+24,20000,-726.8458041,1024,True,70120,0.03836925,4041,1.84936089,False,0.01788864,0.11202791,7.253e-05,,46,0
+24,20000,-740.27978417,1024,True,70120,0.03836925,4041,1.84936089,False,0.01788864,0.11202791,7.253e-05,,46,1
+24,20000,-384.47385195,1024,True,70120,0.03836925,4041,1.84936089,False,0.01788864,0.11202791,7.253e-05,,46,2
+25,20000,-191.46003671,1024,False,86566,0.0496251,850,0.23499352,False,,,,,46,0
+25,20000,-164.45594014,1024,False,86566,0.0496251,850,0.23499352,False,,,,,46,1
+25,20000,-739.6907195,1024,False,86566,0.0496251,850,0.23499352,False,,,,,46,2
+26,20000,-1168.62288513,256,False,59752,0.00010129,3572,0.80123828,False,,,,,46,0
+26,20000,-1131.1561239,256,False,59752,0.00010129,3572,0.80123828,False,,,,,46,1
+26,20000,-1146.43656445,256,False,59752,0.00010129,3572,0.80123828,False,,,,,46,2
 27,20000,-1178.09815997,256,True,48617,2.91e-06,5060,0.52650489,True,0.75646536,0.33352015,8.6e-07,0.26150581,46,0
 27,20000,-1234.79623539,256,True,48617,2.91e-06,5060,0.52650489,True,0.75646536,0.33352015,8.6e-07,0.26150581,46,1
 27,20000,-1218.82905488,256,True,48617,2.91e-06,5060,0.52650489,True,0.75646536,0.33352015,8.6e-07,0.26150581,46,2
-28,20000,-957.59530158,256,True,106143,0.00700217,2665,0.27606806,False,0.21083876,0.62641187,1.86e-06,NaN,46,0
-28,20000,-1462.91378555,256,True,106143,0.00700217,2665,0.27606806,False,0.21083876,0.62641187,1.86e-06,NaN,46,1
-28,20000,-1036.59275907,256,True,106143,0.00700217,2665,0.27606806,False,0.21083876,0.62641187,1.86e-06,NaN,46,2
-29,20000,-1205.99916127,256,False,74770,0.02055221,2265,0.41384307,False,NaN,NaN,NaN,NaN,46,0
-29,20000,-1158.94522505,256,False,74770,0.02055221,2265,0.41384307,False,NaN,NaN,NaN,NaN,46,1
-29,20000,-1242.13466321,256,False,74770,0.02055221,2265,0.41384307,False,NaN,NaN,NaN,NaN,46,2
+28,20000,-957.59530158,256,True,106143,0.00700217,2665,0.27606806,False,0.21083876,0.62641187,1.86e-06,,46,0
+28,20000,-1462.91378555,256,True,106143,0.00700217,2665,0.27606806,False,0.21083876,0.62641187,1.86e-06,,46,1
+28,20000,-1036.59275907,256,True,106143,0.00700217,2665,0.27606806,False,0.21083876,0.62641187,1.86e-06,,46,2
+29,20000,-1205.99916127,256,False,74770,0.02055221,2265,0.41384307,False,,,,,46,0
+29,20000,-1158.94522505,256,False,74770,0.02055221,2265,0.41384307,False,,,,,46,1
+29,20000,-1242.13466321,256,False,74770,0.02055221,2265,0.41384307,False,,,,,46,2
 30,20000,-1255.66079399,1024,True,19521,0.00024666,4466,0.22301273,True,0.60527286,0.50678081,1e-08,0.44856779,46,0
 30,20000,-1287.3536723,1024,True,19521,0.00024666,4466,0.22301273,True,0.60527286,0.50678081,1e-08,0.44856779,46,1
 30,20000,-1257.53358267,1024,True,19521,0.00024666,4466,0.22301273,True,0.60527286,0.50678081,1e-08,0.44856779,46,2
-31,20000,-1240.78878102,256,False,85989,0.00026669,3276,0.17866818,True,NaN,NaN,NaN,0.64436861,46,0
-31,20000,-1162.581239,256,False,85989,0.00026669,3276,0.17866818,True,NaN,NaN,NaN,0.64436861,46,1
-31,20000,-1210.63611227,256,False,85989,0.00026669,3276,0.17866818,True,NaN,NaN,NaN,0.64436861,46,2
+31,20000,-1240.78878102,256,False,85989,0.00026669,3276,0.17866818,True,,,,0.64436861,46,0
+31,20000,-1162.581239,256,False,85989,0.00026669,3276,0.17866818,True,,,,0.64436861,46,1
+31,20000,-1210.63611227,256,False,85989,0.00026669,3276,0.17866818,True,,,,0.64436861,46,2

rs/minigrid_door_key_dqn.csv

@@ -2,156 +2,156 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 0,1000000,0.0,128,True,955722,0.57143341,1.01e-06,474,0.09175793,True,0.45599426,0.02580659,0.00021517,6.0,42,0
 0,1000000,0.0,128,True,955722,0.57143341,1.01e-06,474,0.09175793,True,0.45599426,0.02580659,0.00021517,6.0,42,1
 0,1000000,0.0,128,True,955722,0.57143341,1.01e-06,474,0.09175793,True,0.45599426,0.02580659,0.00021517,6.0,42,2
-1,1000000,0.12103437,128,False,536846,0.52261364,6.078e-05,64,0.00380188,False,NaN,NaN,NaN,NaN,42,0
-1,1000000,0.0,128,False,536846,0.52261364,6.078e-05,64,0.00380188,False,NaN,NaN,NaN,NaN,42,1
-1,1000000,0.0750875,128,False,536846,0.52261364,6.078e-05,64,0.00380188,False,NaN,NaN,NaN,NaN,42,2
-2,1000000,0.0,64,True,412381,0.76992055,0.02525452,1643,0.16168059,False,0.31173345,0.27671821,4.12e-06,NaN,42,0
-2,1000000,0.0,64,True,412381,0.76992055,0.02525452,1643,0.16168059,False,0.31173345,0.27671821,4.12e-06,NaN,42,1
-2,1000000,0.0,64,True,412381,0.76992055,0.02525452,1643,0.16168059,False,0.31173345,0.27671821,4.12e-06,NaN,42,2
+1,1000000,0.12103437,128,False,536846,0.52261364,6.078e-05,64,0.00380188,False,,,,,42,0
+1,1000000,0.0,128,False,536846,0.52261364,6.078e-05,64,0.00380188,False,,,,,42,1
+1,1000000,0.0750875,128,False,536846,0.52261364,6.078e-05,64,0.00380188,False,,,,,42,2
+2,1000000,0.0,64,True,412381,0.76992055,0.02525452,1643,0.16168059,False,0.31173345,0.27671821,4.12e-06,,42,0
+2,1000000,0.0,64,True,412381,0.76992055,0.02525452,1643,0.16168059,False,0.31173345,0.27671821,4.12e-06,,42,1
+2,1000000,0.0,64,True,412381,0.76992055,0.02525452,1643,0.16168059,False,0.31173345,0.27671821,4.12e-06,,42,2
 3,1000000,0.0,64,True,838315,0.79634836,0.00022465,1147,0.00430098,True,0.839333,0.69882656,1.1e-06,9.0,42,0
 3,1000000,0.0,64,True,838315,0.79634836,0.00022465,1147,0.00430098,True,0.839333,0.69882656,1.1e-06,9.0,42,1
 3,1000000,0.0,64,True,838315,0.79634836,0.00022465,1147,0.00430098,True,0.839333,0.69882656,1.1e-06,9.0,42,2
-4,1000000,0.0,128,False,517373,0.83175088,0.00181889,1527,0.13186497,False,NaN,NaN,NaN,NaN,42,0
-4,1000000,0.0,128,False,517373,0.83175088,0.00181889,1527,0.13186497,False,NaN,NaN,NaN,NaN,42,1
-4,1000000,0.0,128,False,517373,0.83175088,0.00181889,1527,0.13186497,False,NaN,NaN,NaN,NaN,42,2
-5,1000000,0.0,32,False,378836,0.58474637,3.06e-06,1409,0.16206287,True,NaN,NaN,NaN,15.0,42,0
-5,1000000,0.0,32,False,378836,0.58474637,3.06e-06,1409,0.16206287,True,NaN,NaN,NaN,15.0,42,1
-5,1000000,0.0,32,False,378836,0.58474637,3.06e-06,1409,0.16206287,True,NaN,NaN,NaN,15.0,42,2
-6,1000000,0.0,32,False,958262,0.98476843,0.00525065,1931,0.03213097,True,NaN,NaN,NaN,85.0,42,0
-6,1000000,0.0,32,False,958262,0.98476843,0.00525065,1931,0.03213097,True,NaN,NaN,NaN,85.0,42,1
-6,1000000,0.0,32,False,958262,0.98476843,0.00525065,1931,0.03213097,True,NaN,NaN,NaN,85.0,42,2
+4,1000000,0.0,128,False,517373,0.83175088,0.00181889,1527,0.13186497,False,,,,,42,0
+4,1000000,0.0,128,False,517373,0.83175088,0.00181889,1527,0.13186497,False,,,,,42,1
+4,1000000,0.0,128,False,517373,0.83175088,0.00181889,1527,0.13186497,False,,,,,42,2
+5,1000000,0.0,32,False,378836,0.58474637,3.06e-06,1409,0.16206287,True,,,,15.0,42,0
+5,1000000,0.0,32,False,378836,0.58474637,3.06e-06,1409,0.16206287,True,,,,15.0,42,1
+5,1000000,0.0,32,False,378836,0.58474637,3.06e-06,1409,0.16206287,True,,,,15.0,42,2
+6,1000000,0.0,32,False,958262,0.98476843,0.00525065,1931,0.03213097,True,,,,85.0,42,0
+6,1000000,0.0,32,False,958262,0.98476843,0.00525065,1931,0.03213097,True,,,,85.0,42,1
+6,1000000,0.0,32,False,958262,0.98476843,0.00525065,1931,0.03213097,True,,,,85.0,42,2
 7,1000000,0.0,32,True,721801,0.92824492,1.36e-06,1568,0.13064547,True,0.08047676,0.28903623,8.715e-05,64.0,42,0
 7,1000000,0.0,32,True,721801,0.92824492,1.36e-06,1568,0.13064547,True,0.08047676,0.28903623,8.715e-05,64.0,42,1
 7,1000000,0.0,32,True,721801,0.92824492,1.36e-06,1568,0.13064547,True,0.08047676,0.28903623,8.715e-05,64.0,42,2
-8,1000000,0.0,64,False,596492,0.68886444,3.16e-06,1819,0.09024066,True,NaN,NaN,NaN,27.0,42,0
-8,1000000,0.0,64,False,596492,0.68886444,3.16e-06,1819,0.09024066,True,NaN,NaN,NaN,27.0,42,1
-8,1000000,0.0,64,False,596492,0.68886444,3.16e-06,1819,0.09024066,True,NaN,NaN,NaN,27.0,42,2
-9,1000000,0.0,64,False,395564,0.54175036,3.6e-06,455,0.14946293,False,NaN,NaN,NaN,NaN,42,0
-9,1000000,0.0,64,False,395564,0.54175036,3.6e-06,455,0.14946293,False,NaN,NaN,NaN,NaN,42,1
-9,1000000,0.0,64,False,395564,0.54175036,3.6e-06,455,0.14946293,False,NaN,NaN,NaN,NaN,42,2
-10,1000000,0.15065312,64,False,421595,0.84908086,6.5e-06,1838,0.03380202,True,NaN,NaN,NaN,17.0,42,0
-10,1000000,0.0,64,False,421595,0.84908086,6.5e-06,1838,0.03380202,True,NaN,NaN,NaN,17.0,42,1
-10,1000000,0.0,64,False,421595,0.84908086,6.5e-06,1838,0.03380202,True,NaN,NaN,NaN,17.0,42,2
-11,1000000,0.0,128,True,506974,0.76015385,0.00063781,1252,0.11839362,False,0.30497986,0.8436705,2.45e-06,NaN,42,0
-11,1000000,0.0,128,True,506974,0.76015385,0.00063781,1252,0.11839362,False,0.30497986,0.8436705,2.45e-06,NaN,42,1
-11,1000000,0.0,128,True,506974,0.76015385,0.00063781,1252,0.11839362,False,0.30497986,0.8436705,2.45e-06,NaN,42,2
+8,1000000,0.0,64,False,596492,0.68886444,3.16e-06,1819,0.09024066,True,,,,27.0,42,0
+8,1000000,0.0,64,False,596492,0.68886444,3.16e-06,1819,0.09024066,True,,,,27.0,42,1
+8,1000000,0.0,64,False,596492,0.68886444,3.16e-06,1819,0.09024066,True,,,,27.0,42,2
+9,1000000,0.0,64,False,395564,0.54175036,3.6e-06,455,0.14946293,False,,,,,42,0
+9,1000000,0.0,64,False,395564,0.54175036,3.6e-06,455,0.14946293,False,,,,,42,1
+9,1000000,0.0,64,False,395564,0.54175036,3.6e-06,455,0.14946293,False,,,,,42,2
+10,1000000,0.15065312,64,False,421595,0.84908086,6.5e-06,1838,0.03380202,True,,,,17.0,42,0
+10,1000000,0.0,64,False,421595,0.84908086,6.5e-06,1838,0.03380202,True,,,,17.0,42,1
+10,1000000,0.0,64,False,421595,0.84908086,6.5e-06,1838,0.03380202,True,,,,17.0,42,2
+11,1000000,0.0,128,True,506974,0.76015385,0.00063781,1252,0.11839362,False,0.30497986,0.8436705,2.45e-06,,42,0
+11,1000000,0.0,128,True,506974,0.76015385,0.00063781,1252,0.11839362,False,0.30497986,0.8436705,2.45e-06,,42,1
+11,1000000,0.0,128,True,506974,0.76015385,0.00063781,1252,0.11839362,False,0.30497986,0.8436705,2.45e-06,,42,2
 12,1000000,0.0,64,True,929842,0.67380961,0.029586,1144,0.05609865,True,0.76235585,0.14178576,0.00029435,28.0,42,0
 12,1000000,0.0,64,True,929842,0.67380961,0.029586,1144,0.05609865,True,0.76235585,0.14178576,0.00029435,28.0,42,1
 12,1000000,0.0,64,True,929842,0.67380961,0.029586,1144,0.05609865,True,0.76235585,0.14178576,0.00029435,28.0,42,2
-13,1000000,0.0,128,True,532873,0.54346014,4.34e-06,1975,0.02125471,False,0.84389089,0.89764416,9.18e-06,NaN,42,0
-13,1000000,0.0,128,True,532873,0.54346014,4.34e-06,1975,0.02125471,False,0.84389089,0.89764416,9.18e-06,NaN,42,1
-13,1000000,0.0,128,True,532873,0.54346014,4.34e-06,1975,0.02125471,False,0.84389089,0.89764416,9.18e-06,NaN,42,2
-14,1000000,0.0,64,False,105561,0.75305198,0.00018678,1619,0.09516007,False,NaN,NaN,NaN,NaN,42,0
-14,1000000,0.0,64,False,105561,0.75305198,0.00018678,1619,0.09516007,False,NaN,NaN,NaN,NaN,42,1
-14,1000000,0.0,64,False,105561,0.75305198,0.00018678,1619,0.09516007,False,NaN,NaN,NaN,NaN,42,2
-15,1000000,0.0,128,True,151192,0.76592874,4.614e-05,1312,0.15793085,False,0.49904167,0.46243022,4.32e-06,NaN,42,0
-15,1000000,0.0,128,True,151192,0.76592874,4.614e-05,1312,0.15793085,False,0.49904167,0.46243022,4.32e-06,NaN,42,1
-15,1000000,0.0,128,True,151192,0.76592874,4.614e-05,1312,0.15793085,False,0.49904167,0.46243022,4.32e-06,NaN,42,2
-16,1000000,0.0,128,False,877930,0.75294434,0.00066937,603,0.02543935,True,NaN,NaN,NaN,51.0,42,0
-16,1000000,0.0,128,False,877930,0.75294434,0.00066937,603,0.02543935,True,NaN,NaN,NaN,51.0,42,1
-16,1000000,0.0,128,False,877930,0.75294434,0.00066937,603,0.02543935,True,NaN,NaN,NaN,51.0,42,2
-17,1000000,0.0,64,True,148337,0.98053516,0.00032432,722,0.15533,False,0.34101918,0.53131268,4.28e-06,NaN,42,0
-17,1000000,0.0,64,True,148337,0.98053516,0.00032432,722,0.15533,False,0.34101918,0.53131268,4.28e-06,NaN,42,1
-17,1000000,0.0,64,True,148337,0.98053516,0.00032432,722,0.15533,False,0.34101918,0.53131268,4.28e-06,NaN,42,2
+13,1000000,0.0,128,True,532873,0.54346014,4.34e-06,1975,0.02125471,False,0.84389089,0.89764416,9.18e-06,,42,0
+13,1000000,0.0,128,True,532873,0.54346014,4.34e-06,1975,0.02125471,False,0.84389089,0.89764416,9.18e-06,,42,1
+13,1000000,0.0,128,True,532873,0.54346014,4.34e-06,1975,0.02125471,False,0.84389089,0.89764416,9.18e-06,,42,2
+14,1000000,0.0,64,False,105561,0.75305198,0.00018678,1619,0.09516007,False,,,,,42,0
+14,1000000,0.0,64,False,105561,0.75305198,0.00018678,1619,0.09516007,False,,,,,42,1
+14,1000000,0.0,64,False,105561,0.75305198,0.00018678,1619,0.09516007,False,,,,,42,2
+15,1000000,0.0,128,True,151192,0.76592874,4.614e-05,1312,0.15793085,False,0.49904167,0.46243022,4.32e-06,,42,0
+15,1000000,0.0,128,True,151192,0.76592874,4.614e-05,1312,0.15793085,False,0.49904167,0.46243022,4.32e-06,,42,1
+15,1000000,0.0,128,True,151192,0.76592874,4.614e-05,1312,0.15793085,False,0.49904167,0.46243022,4.32e-06,,42,2
+16,1000000,0.0,128,False,877930,0.75294434,0.00066937,603,0.02543935,True,,,,51.0,42,0
+16,1000000,0.0,128,False,877930,0.75294434,0.00066937,603,0.02543935,True,,,,51.0,42,1
+16,1000000,0.0,128,False,877930,0.75294434,0.00066937,603,0.02543935,True,,,,51.0,42,2
+17,1000000,0.0,64,True,148337,0.98053516,0.00032432,722,0.15533,False,0.34101918,0.53131268,4.28e-06,,42,0
+17,1000000,0.0,64,True,148337,0.98053516,0.00032432,722,0.15533,False,0.34101918,0.53131268,4.28e-06,,42,1
+17,1000000,0.0,64,True,148337,0.98053516,0.00032432,722,0.15533,False,0.34101918,0.53131268,4.28e-06,,42,2
 18,1000000,0.0,128,True,914613,0.94816791,8.08e-06,1939,0.00781139,True,0.76596974,0.8018567,3.419e-05,58.0,42,0
 18,1000000,0.0,128,True,914613,0.94816791,8.08e-06,1939,0.00781139,True,0.76596974,0.8018567,3.419e-05,58.0,42,1
 18,1000000,0.0,128,True,914613,0.94816791,8.08e-06,1939,0.00781139,True,0.76596974,0.8018567,3.419e-05,58.0,42,2
-19,1000000,0.0,128,False,940708,0.60321064,0.00097066,701,0.03768981,True,NaN,NaN,NaN,73.0,42,0
-19,1000000,0.0,128,False,940708,0.60321064,0.00097066,701,0.03768981,True,NaN,NaN,NaN,73.0,42,1
-19,1000000,0.0,128,False,940708,0.60321064,0.00097066,701,0.03768981,True,NaN,NaN,NaN,73.0,42,2
+19,1000000,0.0,128,False,940708,0.60321064,0.00097066,701,0.03768981,True,,,,73.0,42,0
+19,1000000,0.0,128,False,940708,0.60321064,0.00097066,701,0.03768981,True,,,,73.0,42,1
+19,1000000,0.0,128,False,940708,0.60321064,0.00097066,701,0.03768981,True,,,,73.0,42,2
 20,1000000,0.0,32,True,611435,0.79511533,0.05638801,1799,0.05068393,True,0.99935996,0.73371343,9.556e-05,14.0,42,0
 20,1000000,0.0,32,True,611435,0.79511533,0.05638801,1799,0.05068393,True,0.99935996,0.73371343,9.556e-05,14.0,42,1
 20,1000000,0.0,32,True,611435,0.79511533,0.05638801,1799,0.05068393,True,0.99935996,0.73371343,9.556e-05,14.0,42,2
-21,1000000,0.0,32,False,697382,0.89536158,1.461e-05,1297,0.15367047,True,NaN,NaN,NaN,59.0,42,0
-21,1000000,0.0,32,False,697382,0.89536158,1.461e-05,1297,0.15367047,True,NaN,NaN,NaN,59.0,42,1
-21,1000000,0.0,32,False,697382,0.89536158,1.461e-05,1297,0.15367047,True,NaN,NaN,NaN,59.0,42,2
-22,1000000,0.0,128,True,194307,0.82482332,1.266e-05,726,0.03560515,False,0.75039289,0.39725807,1.4e-07,NaN,42,0
-22,1000000,0.0,128,True,194307,0.82482332,1.266e-05,726,0.03560515,False,0.75039289,0.39725807,1.4e-07,NaN,42,1
-22,1000000,0.0,128,True,194307,0.82482332,1.266e-05,726,0.03560515,False,0.75039289,0.39725807,1.4e-07,NaN,42,2
-23,1000000,0.0,64,False,127015,0.95325686,0.0046725,1704,0.12410366,True,NaN,NaN,NaN,70.0,42,0
-23,1000000,0.0,64,False,127015,0.95325686,0.0046725,1704,0.12410366,True,NaN,NaN,NaN,70.0,42,1
-23,1000000,0.0,64,False,127015,0.95325686,0.0046725,1704,0.12410366,True,NaN,NaN,NaN,70.0,42,2
-24,1000000,0.0,32,True,609119,0.58318879,2.36e-06,762,0.00540259,False,0.9448606,0.30539069,0.00029663,NaN,42,0
-24,1000000,0.0,32,True,609119,0.58318879,2.36e-06,762,0.00540259,False,0.9448606,0.30539069,0.00029663,NaN,42,1
-24,1000000,0.0,32,True,609119,0.58318879,2.36e-06,762,0.00540259,False,0.9448606,0.30539069,0.00029663,NaN,42,2
-25,1000000,0.0,32,False,704674,0.68426317,0.02203514,348,0.18424872,True,NaN,NaN,NaN,89.0,42,0
-25,1000000,0.0,32,False,704674,0.68426317,0.02203514,348,0.18424872,True,NaN,NaN,NaN,89.0,42,1
-25,1000000,0.0,32,False,704674,0.68426317,0.02203514,348,0.18424872,True,NaN,NaN,NaN,89.0,42,2
-26,1000000,0.0,64,False,621659,0.50488542,1.47e-06,1709,0.021809,True,NaN,NaN,NaN,12.0,42,0
-26,1000000,0.0,64,False,621659,0.50488542,1.47e-06,1709,0.021809,True,NaN,NaN,NaN,12.0,42,1
-26,1000000,0.0,64,False,621659,0.50488542,1.47e-06,1709,0.021809,True,NaN,NaN,NaN,12.0,42,2
-27,1000000,0.0,32,False,635510,0.58083627,0.00029267,1230,0.14570664,False,NaN,NaN,NaN,NaN,42,0
-27,1000000,0.0,32,False,635510,0.58083627,0.00029267,1230,0.14570664,False,NaN,NaN,NaN,NaN,42,1
-27,1000000,0.0,32,False,635510,0.58083627,0.00029267,1230,0.14570664,False,NaN,NaN,NaN,NaN,42,2
+21,1000000,0.0,32,False,697382,0.89536158,1.461e-05,1297,0.15367047,True,,,,59.0,42,0
+21,1000000,0.0,32,False,697382,0.89536158,1.461e-05,1297,0.15367047,True,,,,59.0,42,1
+21,1000000,0.0,32,False,697382,0.89536158,1.461e-05,1297,0.15367047,True,,,,59.0,42,2
+22,1000000,0.0,128,True,194307,0.82482332,1.266e-05,726,0.03560515,False,0.75039289,0.39725807,1.4e-07,,42,0
+22,1000000,0.0,128,True,194307,0.82482332,1.266e-05,726,0.03560515,False,0.75039289,0.39725807,1.4e-07,,42,1
+22,1000000,0.0,128,True,194307,0.82482332,1.266e-05,726,0.03560515,False,0.75039289,0.39725807,1.4e-07,,42,2
+23,1000000,0.0,64,False,127015,0.95325686,0.0046725,1704,0.12410366,True,,,,70.0,42,0
+23,1000000,0.0,64,False,127015,0.95325686,0.0046725,1704,0.12410366,True,,,,70.0,42,1
+23,1000000,0.0,64,False,127015,0.95325686,0.0046725,1704,0.12410366,True,,,,70.0,42,2
+24,1000000,0.0,32,True,609119,0.58318879,2.36e-06,762,0.00540259,False,0.9448606,0.30539069,0.00029663,,42,0
+24,1000000,0.0,32,True,609119,0.58318879,2.36e-06,762,0.00540259,False,0.9448606,0.30539069,0.00029663,,42,1
+24,1000000,0.0,32,True,609119,0.58318879,2.36e-06,762,0.00540259,False,0.9448606,0.30539069,0.00029663,,42,2
+25,1000000,0.0,32,False,704674,0.68426317,0.02203514,348,0.18424872,True,,,,89.0,42,0
+25,1000000,0.0,32,False,704674,0.68426317,0.02203514,348,0.18424872,True,,,,89.0,42,1
+25,1000000,0.0,32,False,704674,0.68426317,0.02203514,348,0.18424872,True,,,,89.0,42,2
+26,1000000,0.0,64,False,621659,0.50488542,1.47e-06,1709,0.021809,True,,,,12.0,42,0
+26,1000000,0.0,64,False,621659,0.50488542,1.47e-06,1709,0.021809,True,,,,12.0,42,1
+26,1000000,0.0,64,False,621659,0.50488542,1.47e-06,1709,0.021809,True,,,,12.0,42,2
+27,1000000,0.0,32,False,635510,0.58083627,0.00029267,1230,0.14570664,False,,,,,42,0
+27,1000000,0.0,32,False,635510,0.58083627,0.00029267,1230,0.14570664,False,,,,,42,1
+27,1000000,0.0,32,False,635510,0.58083627,0.00029267,1230,0.14570664,False,,,,,42,2
 28,1000000,0.0,64,True,691517,0.78970745,9.891e-05,300,0.06806363,True,0.385565,0.70833174,1.4e-07,1.0,42,0
 28,1000000,0.0,64,True,691517,0.78970745,9.891e-05,300,0.06806363,True,0.385565,0.70833174,1.4e-07,1.0,42,1
 28,1000000,0.0,64,True,691517,0.78970745,9.891e-05,300,0.06806363,True,0.385565,0.70833174,1.4e-07,1.0,42,2
-29,1000000,0.0,32,False,246570,0.98654887,0.00045838,891,0.14643507,True,NaN,NaN,NaN,64.0,42,0
-29,1000000,0.0,32,False,246570,0.98654887,0.00045838,891,0.14643507,True,NaN,NaN,NaN,64.0,42,1
-29,1000000,0.0,32,False,246570,0.98654887,0.00045838,891,0.14643507,True,NaN,NaN,NaN,64.0,42,2
-30,1000000,0.0,32,True,520801,0.83379669,0.01227923,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,NaN,42,0
-30,1000000,0.0,32,True,520801,0.83379669,0.01227923,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,NaN,42,1
-30,1000000,0.0,32,True,520801,0.83379669,0.01227923,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,NaN,42,2
+29,1000000,0.0,32,False,246570,0.98654887,0.00045838,891,0.14643507,True,,,,64.0,42,0
+29,1000000,0.0,32,False,246570,0.98654887,0.00045838,891,0.14643507,True,,,,64.0,42,1
+29,1000000,0.0,32,False,246570,0.98654887,0.00045838,891,0.14643507,True,,,,64.0,42,2
+30,1000000,0.0,32,True,520801,0.83379669,0.01227923,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,,42,0
+30,1000000,0.0,32,True,520801,0.83379669,0.01227923,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,,42,1
+30,1000000,0.0,32,True,520801,0.83379669,0.01227923,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,,42,2
 31,1000000,0.0,32,True,138108,0.83504802,0.00387417,1286,0.08548096,True,0.82099697,0.41691819,0.00013247,18.0,42,0
 31,1000000,0.0,32,True,138108,0.83504802,0.00387417,1286,0.08548096,True,0.82099697,0.41691819,0.00013247,18.0,42,1
 31,1000000,0.0,32,True,138108,0.83504802,0.00387417,1286,0.08548096,True,0.82099697,0.41691819,0.00013247,18.0,42,2
-0,1000000,0.0,128,False,837185,0.60934248,0.01249455,598,0.07820852,True,NaN,NaN,NaN,82.0,45,0
-0,1000000,0.0,128,False,837185,0.60934248,0.01249455,598,0.07820852,True,NaN,NaN,NaN,82.0,45,1
-0,1000000,0.0,128,False,837185,0.60934248,0.01249455,598,0.07820852,True,NaN,NaN,NaN,82.0,45,2
-1,1000000,0.0,32,False,149193,0.53208615,0.00416929,795,0.1784582,False,NaN,NaN,NaN,NaN,45,0
-1,1000000,0.0,32,False,149193,0.53208615,0.00416929,795,0.1784582,False,NaN,NaN,NaN,NaN,45,1
-1,1000000,0.0,32,False,149193,0.53208615,0.00416929,795,0.1784582,False,NaN,NaN,NaN,NaN,45,2
+0,1000000,0.0,128,False,837185,0.60934248,0.01249455,598,0.07820852,True,,,,82.0,45,0
+0,1000000,0.0,128,False,837185,0.60934248,0.01249455,598,0.07820852,True,,,,82.0,45,1
+0,1000000,0.0,128,False,837185,0.60934248,0.01249455,598,0.07820852,True,,,,82.0,45,2
+1,1000000,0.0,32,False,149193,0.53208615,0.00416929,795,0.1784582,False,,,,,45,0
+1,1000000,0.0,32,False,149193,0.53208615,0.00416929,795,0.1784582,False,,,,,45,1
+1,1000000,0.0,32,False,149193,0.53208615,0.00416929,795,0.1784582,False,,,,,45,2
 2,1000000,0.0,128,True,442606,0.70378868,8.37e-06,199,0.15955242,True,0.75593158,0.31594217,0.00053515,90.0,45,0
 2,1000000,0.0,128,True,442606,0.70378868,8.37e-06,199,0.15955242,True,0.75593158,0.31594217,0.00053515,90.0,45,1
 2,1000000,0.0,128,True,442606,0.70378868,8.37e-06,199,0.15955242,True,0.75593158,0.31594217,0.00053515,90.0,45,2
 3,1000000,0.0,128,True,913268,0.91141352,0.08254242,887,0.12313904,True,0.53924846,0.42177264,1.4e-07,88.0,45,0
 3,1000000,0.0,128,True,913268,0.91141352,0.08254242,887,0.12313904,True,0.53924846,0.42177264,1.4e-07,88.0,45,1
 3,1000000,0.0,128,True,913268,0.91141352,0.08254242,887,0.12313904,True,0.53924846,0.42177264,1.4e-07,88.0,45,2
-4,1000000,0.0,32,True,745690,0.73563702,3.312e-05,1138,0.16499013,False,0.60244271,0.71394604,0.00016924,NaN,45,0
-4,1000000,0.0,32,True,745690,0.73563702,3.312e-05,1138,0.16499013,False,0.60244271,0.71394604,0.00016924,NaN,45,1
-4,1000000,0.0,32,True,745690,0.73563702,3.312e-05,1138,0.16499013,False,0.60244271,0.71394604,0.00016924,NaN,45,2
-5,1000000,0.0,32,False,160925,0.79728941,1.89e-06,310,0.05779397,True,NaN,NaN,NaN,29.0,45,0
-5,1000000,0.0,32,False,160925,0.79728941,1.89e-06,310,0.05779397,True,NaN,NaN,NaN,29.0,45,1
-5,1000000,0.0,32,False,160925,0.79728941,1.89e-06,310,0.05779397,True,NaN,NaN,NaN,29.0,45,2
-6,1000000,0.0,32,False,565837,0.84993654,0.00059572,150,0.00659147,True,NaN,NaN,NaN,59.0,45,0
-6,1000000,0.0,32,False,565837,0.84993654,0.00059572,150,0.00659147,True,NaN,NaN,NaN,59.0,45,1
-6,1000000,0.0,32,False,565837,0.84993654,0.00059572,150,0.00659147,True,NaN,NaN,NaN,59.0,45,2
-7,1000000,0.0,128,False,745731,0.69244143,5.13e-06,1430,0.09344158,False,NaN,NaN,NaN,NaN,45,0
-7,1000000,0.30054688,128,False,745731,0.69244143,5.13e-06,1430,0.09344158,False,NaN,NaN,NaN,NaN,45,1
-7,1000000,0.2567094,128,False,745731,0.69244143,5.13e-06,1430,0.09344158,False,NaN,NaN,NaN,NaN,45,2
-8,1000000,0.0,32,True,268718,0.95667086,3.36e-06,673,0.15498893,False,0.26300634,0.48232193,4.112e-05,NaN,45,0
-8,1000000,0.0,32,True,268718,0.95667086,3.36e-06,673,0.15498893,False,0.26300634,0.48232193,4.112e-05,NaN,45,1
-8,1000000,0.0,32,True,268718,0.95667086,3.36e-06,673,0.15498893,False,0.26300634,0.48232193,4.112e-05,NaN,45,2
-9,1000000,0.0,64,True,818665,0.97290605,1.3e-06,1022,0.1913888,False,0.91246199,0.50747514,2e-07,NaN,45,0
-9,1000000,0.0,64,True,818665,0.97290605,1.3e-06,1022,0.1913888,False,0.91246199,0.50747514,2e-07,NaN,45,1
-9,1000000,0.0,64,True,818665,0.97290605,1.3e-06,1022,0.1913888,False,0.91246199,0.50747514,2e-07,NaN,45,2
-10,1000000,0.0,32,False,27512,0.83632554,0.00969103,1452,0.02219031,True,NaN,NaN,NaN,1.0,45,0
-10,1000000,0.0,32,False,27512,0.83632554,0.00969103,1452,0.02219031,True,NaN,NaN,NaN,1.0,45,1
-10,1000000,0.0,32,False,27512,0.83632554,0.00969103,1452,0.02219031,True,NaN,NaN,NaN,1.0,45,2
-11,1000000,0.0,128,True,635496,0.67632317,0.00027879,913,0.08543259,False,0.15014465,0.26377986,1.45e-06,NaN,45,0
-11,1000000,0.0,128,True,635496,0.67632317,0.00027879,913,0.08543259,False,0.15014465,0.26377986,1.45e-06,NaN,45,1
-11,1000000,0.0,128,True,635496,0.67632317,0.00027879,913,0.08543259,False,0.15014465,0.26377986,1.45e-06,NaN,45,2
-12,1000000,0.0,128,False,414937,0.59353615,4.17e-06,2036,0.17366298,False,NaN,NaN,NaN,NaN,45,0
-12,1000000,0.0,128,False,414937,0.59353615,4.17e-06,2036,0.17366298,False,NaN,NaN,NaN,NaN,45,1
-12,1000000,0.0,128,False,414937,0.59353615,4.17e-06,2036,0.17366298,False,NaN,NaN,NaN,NaN,45,2
-13,1000000,0.0,128,True,738625,0.75305729,0.01640767,136,0.16789948,False,0.60125527,0.59255419,1.8e-07,NaN,45,0
-13,1000000,0.0,128,True,738625,0.75305729,0.01640767,136,0.16789948,False,0.60125527,0.59255419,1.8e-07,NaN,45,1
-13,1000000,0.0,128,True,738625,0.75305729,0.01640767,136,0.16789948,False,0.60125527,0.59255419,1.8e-07,NaN,45,2
-14,1000000,0.0,128,False,208700,0.82285547,1.13e-06,1283,0.10950893,True,NaN,NaN,NaN,72.0,45,0
-14,1000000,0.0,128,False,208700,0.82285547,1.13e-06,1283,0.10950893,True,NaN,NaN,NaN,72.0,45,1
-14,1000000,0.0,128,False,208700,0.82285547,1.13e-06,1283,0.10950893,True,NaN,NaN,NaN,72.0,45,2
-15,1000000,0.0,32,True,989081,0.87918846,6.323e-05,24,0.06256735,False,0.52337438,0.41769036,3.1e-07,NaN,45,0
-15,1000000,0.0,32,True,989081,0.87918846,6.323e-05,24,0.06256735,False,0.52337438,0.41769036,3.1e-07,NaN,45,1
-15,1000000,0.0,32,True,989081,0.87918846,6.323e-05,24,0.06256735,False,0.52337438,0.41769036,3.1e-07,NaN,45,2
-16,1000000,0.0,32,True,934655,0.94549454,0.0006448,331,0.12198016,False,0.18988447,0.03126857,0.00035292,NaN,45,0
-16,1000000,0.0,32,True,934655,0.94549454,0.0006448,331,0.12198016,False,0.18988447,0.03126857,0.00035292,NaN,45,1
-16,1000000,0.0,32,True,934655,0.94549454,0.0006448,331,0.12198016,False,0.18988447,0.03126857,0.00035292,NaN,45,2
-17,1000000,0.0,128,False,544611,0.69910056,2e-06,177,0.02035104,False,NaN,NaN,NaN,NaN,45,0
-17,1000000,0.0,128,False,544611,0.69910056,2e-06,177,0.02035104,False,NaN,NaN,NaN,NaN,45,1
-17,1000000,0.0,128,False,544611,0.69910056,2e-06,177,0.02035104,False,NaN,NaN,NaN,NaN,45,2
-18,1000000,0.0,64,False,747523,0.92668734,0.00046446,1996,0.11116474,False,NaN,NaN,NaN,NaN,45,0
-18,1000000,0.0,64,False,747523,0.92668734,0.00046446,1996,0.11116474,False,NaN,NaN,NaN,NaN,45,1
-18,1000000,0.0,64,False,747523,0.92668734,0.00046446,1996,0.11116474,False,NaN,NaN,NaN,NaN,45,2
+4,1000000,0.0,32,True,745690,0.73563702,3.312e-05,1138,0.16499013,False,0.60244271,0.71394604,0.00016924,,45,0
+4,1000000,0.0,32,True,745690,0.73563702,3.312e-05,1138,0.16499013,False,0.60244271,0.71394604,0.00016924,,45,1
+4,1000000,0.0,32,True,745690,0.73563702,3.312e-05,1138,0.16499013,False,0.60244271,0.71394604,0.00016924,,45,2
+5,1000000,0.0,32,False,160925,0.79728941,1.89e-06,310,0.05779397,True,,,,29.0,45,0
+5,1000000,0.0,32,False,160925,0.79728941,1.89e-06,310,0.05779397,True,,,,29.0,45,1
+5,1000000,0.0,32,False,160925,0.79728941,1.89e-06,310,0.05779397,True,,,,29.0,45,2
+6,1000000,0.0,32,False,565837,0.84993654,0.00059572,150,0.00659147,True,,,,59.0,45,0
+6,1000000,0.0,32,False,565837,0.84993654,0.00059572,150,0.00659147,True,,,,59.0,45,1
+6,1000000,0.0,32,False,565837,0.84993654,0.00059572,150,0.00659147,True,,,,59.0,45,2
+7,1000000,0.0,128,False,745731,0.69244143,5.13e-06,1430,0.09344158,False,,,,,45,0
+7,1000000,0.30054688,128,False,745731,0.69244143,5.13e-06,1430,0.09344158,False,,,,,45,1
+7,1000000,0.2567094,128,False,745731,0.69244143,5.13e-06,1430,0.09344158,False,,,,,45,2
+8,1000000,0.0,32,True,268718,0.95667086,3.36e-06,673,0.15498893,False,0.26300634,0.48232193,4.112e-05,,45,0
+8,1000000,0.0,32,True,268718,0.95667086,3.36e-06,673,0.15498893,False,0.26300634,0.48232193,4.112e-05,,45,1
+8,1000000,0.0,32,True,268718,0.95667086,3.36e-06,673,0.15498893,False,0.26300634,0.48232193,4.112e-05,,45,2
+9,1000000,0.0,64,True,818665,0.97290605,1.3e-06,1022,0.1913888,False,0.91246199,0.50747514,2e-07,,45,0
+9,1000000,0.0,64,True,818665,0.97290605,1.3e-06,1022,0.1913888,False,0.91246199,0.50747514,2e-07,,45,1
+9,1000000,0.0,64,True,818665,0.97290605,1.3e-06,1022,0.1913888,False,0.91246199,0.50747514,2e-07,,45,2
+10,1000000,0.0,32,False,27512,0.83632554,0.00969103,1452,0.02219031,True,,,,1.0,45,0
+10,1000000,0.0,32,False,27512,0.83632554,0.00969103,1452,0.02219031,True,,,,1.0,45,1
+10,1000000,0.0,32,False,27512,0.83632554,0.00969103,1452,0.02219031,True,,,,1.0,45,2
+11,1000000,0.0,128,True,635496,0.67632317,0.00027879,913,0.08543259,False,0.15014465,0.26377986,1.45e-06,,45,0
+11,1000000,0.0,128,True,635496,0.67632317,0.00027879,913,0.08543259,False,0.15014465,0.26377986,1.45e-06,,45,1
+11,1000000,0.0,128,True,635496,0.67632317,0.00027879,913,0.08543259,False,0.15014465,0.26377986,1.45e-06,,45,2
+12,1000000,0.0,128,False,414937,0.59353615,4.17e-06,2036,0.17366298,False,,,,,45,0
+12,1000000,0.0,128,False,414937,0.59353615,4.17e-06,2036,0.17366298,False,,,,,45,1
+12,1000000,0.0,128,False,414937,0.59353615,4.17e-06,2036,0.17366298,False,,,,,45,2
+13,1000000,0.0,128,True,738625,0.75305729,0.01640767,136,0.16789948,False,0.60125527,0.59255419,1.8e-07,,45,0
+13,1000000,0.0,128,True,738625,0.75305729,0.01640767,136,0.16789948,False,0.60125527,0.59255419,1.8e-07,,45,1
+13,1000000,0.0,128,True,738625,0.75305729,0.01640767,136,0.16789948,False,0.60125527,0.59255419,1.8e-07,,45,2
+14,1000000,0.0,128,False,208700,0.82285547,1.13e-06,1283,0.10950893,True,,,,72.0,45,0
+14,1000000,0.0,128,False,208700,0.82285547,1.13e-06,1283,0.10950893,True,,,,72.0,45,1
+14,1000000,0.0,128,False,208700,0.82285547,1.13e-06,1283,0.10950893,True,,,,72.0,45,2
+15,1000000,0.0,32,True,989081,0.87918846,6.323e-05,24,0.06256735,False,0.52337438,0.41769036,3.1e-07,,45,0
+15,1000000,0.0,32,True,989081,0.87918846,6.323e-05,24,0.06256735,False,0.52337438,0.41769036,3.1e-07,,45,1
+15,1000000,0.0,32,True,989081,0.87918846,6.323e-05,24,0.06256735,False,0.52337438,0.41769036,3.1e-07,,45,2
+16,1000000,0.0,32,True,934655,0.94549454,0.0006448,331,0.12198016,False,0.18988447,0.03126857,0.00035292,,45,0
+16,1000000,0.0,32,True,934655,0.94549454,0.0006448,331,0.12198016,False,0.18988447,0.03126857,0.00035292,,45,1
+16,1000000,0.0,32,True,934655,0.94549454,0.0006448,331,0.12198016,False,0.18988447,0.03126857,0.00035292,,45,2
+17,1000000,0.0,128,False,544611,0.69910056,2e-06,177,0.02035104,False,,,,,45,0
+17,1000000,0.0,128,False,544611,0.69910056,2e-06,177,0.02035104,False,,,,,45,1
+17,1000000,0.0,128,False,544611,0.69910056,2e-06,177,0.02035104,False,,,,,45,2
+18,1000000,0.0,64,False,747523,0.92668734,0.00046446,1996,0.11116474,False,,,,,45,0
+18,1000000,0.0,64,False,747523,0.92668734,0.00046446,1996,0.11116474,False,,,,,45,1
+18,1000000,0.0,64,False,747523,0.92668734,0.00046446,1996,0.11116474,False,,,,,45,2
 19,1000000,0.0,32,True,125934,0.5718106,0.00025859,1151,0.03157219,True,0.17981697,0.18654014,6.01e-06,70.0,45,0
 19,1000000,0.0,32,True,125934,0.5718106,0.00025859,1151,0.03157219,True,0.17981697,0.18654014,6.01e-06,70.0,45,1
 19,1000000,0.0,32,True,125934,0.5718106,0.00025859,1151,0.03157219,True,0.17981697,0.18654014,6.01e-06,70.0,45,2
@@ -161,60 +161,60 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 21,1000000,0.0,128,True,363373,0.69288289,0.00602945,648,0.11463529,True,0.66782503,0.23051164,2.2e-07,32.0,45,0
 21,1000000,0.0,128,True,363373,0.69288289,0.00602945,648,0.11463529,True,0.66782503,0.23051164,2.2e-07,32.0,45,1
 21,1000000,0.0,128,True,363373,0.69288289,0.00602945,648,0.11463529,True,0.66782503,0.23051164,2.2e-07,32.0,45,2
-22,1000000,0.0,64,False,868137,0.85100857,8.845e-05,1602,0.13141842,True,NaN,NaN,NaN,72.0,45,0
-22,1000000,0.0,64,False,868137,0.85100857,8.845e-05,1602,0.13141842,True,NaN,NaN,NaN,72.0,45,1
-22,1000000,0.0,64,False,868137,0.85100857,8.845e-05,1602,0.13141842,True,NaN,NaN,NaN,72.0,45,2
-23,1000000,0.0,32,True,861496,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,NaN,45,0
-23,1000000,0.0,32,True,861496,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,NaN,45,1
-23,1000000,0.0,32,True,861496,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,NaN,45,2
-24,1000000,0.0,32,False,870909,0.74143519,0.06617758,1772,0.0857023,False,NaN,NaN,NaN,NaN,45,0
-24,1000000,0.0,32,False,870909,0.74143519,0.06617758,1772,0.0857023,False,NaN,NaN,NaN,NaN,45,1
-24,1000000,0.0,32,False,870909,0.74143519,0.06617758,1772,0.0857023,False,NaN,NaN,NaN,NaN,45,2
-25,1000000,0.0,128,False,689943,0.82712765,6.6e-06,1345,0.00562288,False,NaN,NaN,NaN,NaN,45,0
-25,1000000,0.0,128,False,689943,0.82712765,6.6e-06,1345,0.00562288,False,NaN,NaN,NaN,NaN,45,1
-25,1000000,0.0,128,False,689943,0.82712765,6.6e-06,1345,0.00562288,False,NaN,NaN,NaN,NaN,45,2
-26,1000000,0.0,32,False,687472,0.9349029,0.00020246,266,0.05301261,True,NaN,NaN,NaN,60.0,45,0
-26,1000000,0.0,32,False,687472,0.9349029,0.00020246,266,0.05301261,True,NaN,NaN,NaN,60.0,45,1
-26,1000000,0.0,32,False,687472,0.9349029,0.00020246,266,0.05301261,True,NaN,NaN,NaN,60.0,45,2
-27,1000000,0.0,64,False,889377,0.72514154,2.426e-05,1999,0.06651223,False,NaN,NaN,NaN,NaN,45,0
-27,1000000,0.0,64,False,889377,0.72514154,2.426e-05,1999,0.06651223,False,NaN,NaN,NaN,NaN,45,1
-27,1000000,0.0,64,False,889377,0.72514154,2.426e-05,1999,0.06651223,False,NaN,NaN,NaN,NaN,45,2
-28,1000000,0.0,128,True,163647,0.50352303,0.00011295,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,NaN,45,0
-28,1000000,0.0,128,True,163647,0.50352303,0.00011295,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,NaN,45,1
-28,1000000,0.0,128,True,163647,0.50352303,0.00011295,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,NaN,45,2
-29,1000000,0.0,32,False,132503,0.67959574,0.0006077,792,0.02581137,False,NaN,NaN,NaN,NaN,45,0
-29,1000000,0.0,32,False,132503,0.67959574,0.0006077,792,0.02581137,False,NaN,NaN,NaN,NaN,45,1
-29,1000000,0.0,32,False,132503,0.67959574,0.0006077,792,0.02581137,False,NaN,NaN,NaN,NaN,45,2
-30,1000000,0.0,32,False,955463,0.89677549,3.2e-06,224,0.06448721,False,NaN,NaN,NaN,NaN,45,0
-30,1000000,0.0,32,False,955463,0.89677549,3.2e-06,224,0.06448721,False,NaN,NaN,NaN,NaN,45,1
-30,1000000,0.0,32,False,955463,0.89677549,3.2e-06,224,0.06448721,False,NaN,NaN,NaN,NaN,45,2
-31,1000000,0.0,64,False,537734,0.84244273,0.00155599,963,0.11811727,True,NaN,NaN,NaN,82.0,45,0
-31,1000000,0.0,64,False,537734,0.84244273,0.00155599,963,0.11811727,True,NaN,NaN,NaN,82.0,45,1
-31,1000000,0.0,64,False,537734,0.84244273,0.00155599,963,0.11811727,True,NaN,NaN,NaN,82.0,45,2
-0,1000000,0.0,32,False,589718,0.60405949,7.71e-06,477,0.13330537,True,NaN,NaN,NaN,82.0,44,0
-0,1000000,0.0,32,False,589718,0.60405949,7.71e-06,477,0.13330537,True,NaN,NaN,NaN,82.0,44,1
-0,1000000,0.0,32,False,589718,0.60405949,7.71e-06,477,0.13330537,True,NaN,NaN,NaN,82.0,44,2
+22,1000000,0.0,64,False,868137,0.85100857,8.845e-05,1602,0.13141842,True,,,,72.0,45,0
+22,1000000,0.0,64,False,868137,0.85100857,8.845e-05,1602,0.13141842,True,,,,72.0,45,1
+22,1000000,0.0,64,False,868137,0.85100857,8.845e-05,1602,0.13141842,True,,,,72.0,45,2
+23,1000000,0.0,32,True,861496,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,,45,0
+23,1000000,0.0,32,True,861496,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,,45,1
+23,1000000,0.0,32,True,861496,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,,45,2
+24,1000000,0.0,32,False,870909,0.74143519,0.06617758,1772,0.0857023,False,,,,,45,0
+24,1000000,0.0,32,False,870909,0.74143519,0.06617758,1772,0.0857023,False,,,,,45,1
+24,1000000,0.0,32,False,870909,0.74143519,0.06617758,1772,0.0857023,False,,,,,45,2
+25,1000000,0.0,128,False,689943,0.82712765,6.6e-06,1345,0.00562288,False,,,,,45,0
+25,1000000,0.0,128,False,689943,0.82712765,6.6e-06,1345,0.00562288,False,,,,,45,1
+25,1000000,0.0,128,False,689943,0.82712765,6.6e-06,1345,0.00562288,False,,,,,45,2
+26,1000000,0.0,32,False,687472,0.9349029,0.00020246,266,0.05301261,True,,,,60.0,45,0
+26,1000000,0.0,32,False,687472,0.9349029,0.00020246,266,0.05301261,True,,,,60.0,45,1
+26,1000000,0.0,32,False,687472,0.9349029,0.00020246,266,0.05301261,True,,,,60.0,45,2
+27,1000000,0.0,64,False,889377,0.72514154,2.426e-05,1999,0.06651223,False,,,,,45,0
+27,1000000,0.0,64,False,889377,0.72514154,2.426e-05,1999,0.06651223,False,,,,,45,1
+27,1000000,0.0,64,False,889377,0.72514154,2.426e-05,1999,0.06651223,False,,,,,45,2
+28,1000000,0.0,128,True,163647,0.50352303,0.00011295,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,,45,0
+28,1000000,0.0,128,True,163647,0.50352303,0.00011295,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,,45,1
+28,1000000,0.0,128,True,163647,0.50352303,0.00011295,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,,45,2
+29,1000000,0.0,32,False,132503,0.67959574,0.0006077,792,0.02581137,False,,,,,45,0
+29,1000000,0.0,32,False,132503,0.67959574,0.0006077,792,0.02581137,False,,,,,45,1
+29,1000000,0.0,32,False,132503,0.67959574,0.0006077,792,0.02581137,False,,,,,45,2
+30,1000000,0.0,32,False,955463,0.89677549,3.2e-06,224,0.06448721,False,,,,,45,0
+30,1000000,0.0,32,False,955463,0.89677549,3.2e-06,224,0.06448721,False,,,,,45,1
+30,1000000,0.0,32,False,955463,0.89677549,3.2e-06,224,0.06448721,False,,,,,45,2
+31,1000000,0.0,64,False,537734,0.84244273,0.00155599,963,0.11811727,True,,,,82.0,45,0
+31,1000000,0.0,64,False,537734,0.84244273,0.00155599,963,0.11811727,True,,,,82.0,45,1
+31,1000000,0.0,64,False,537734,0.84244273,0.00155599,963,0.11811727,True,,,,82.0,45,2
+0,1000000,0.0,32,False,589718,0.60405949,7.71e-06,477,0.13330537,True,,,,82.0,44,0
+0,1000000,0.0,32,False,589718,0.60405949,7.71e-06,477,0.13330537,True,,,,82.0,44,1
+0,1000000,0.0,32,False,589718,0.60405949,7.71e-06,477,0.13330537,True,,,,82.0,44,2
 1,1000000,0.0,128,True,486242,0.56617915,0.00069243,409,0.00849838,True,0.01195996,0.08682513,2.654e-05,54.0,44,0
 1,1000000,0.0,128,True,486242,0.56617915,0.00069243,409,0.00849838,True,0.01195996,0.08682513,2.654e-05,54.0,44,1
 1,1000000,0.0,128,True,486242,0.56617915,0.00069243,409,0.00849838,True,0.01195996,0.08682513,2.654e-05,54.0,44,2
 2,1000000,0.0,128,True,429823,0.52440828,1.093e-05,1286,0.0039832,True,0.36890697,0.2754745,0.00032449,54.0,44,0
 2,1000000,0.0,128,True,429823,0.52440828,1.093e-05,1286,0.0039832,True,0.36890697,0.2754745,0.00032449,54.0,44,1
 2,1000000,0.0,128,True,429823,0.52440828,1.093e-05,1286,0.0039832,True,0.36890697,0.2754745,0.00032449,54.0,44,2
-3,1000000,0.0,32,False,292375,0.74230198,0.00019879,89,0.00727552,True,NaN,NaN,NaN,78.0,44,0
-3,1000000,0.0,32,False,292375,0.74230198,0.00019879,89,0.00727552,True,NaN,NaN,NaN,78.0,44,1
-3,1000000,0.0,32,False,292375,0.74230198,0.00019879,89,0.00727552,True,NaN,NaN,NaN,78.0,44,2
-4,1000000,0.0,64,False,7840,0.70120682,2.013e-05,1892,0.09696228,False,NaN,NaN,NaN,NaN,44,0
-4,1000000,0.0,64,False,7840,0.70120682,2.013e-05,1892,0.09696228,False,NaN,NaN,NaN,NaN,44,1
-4,1000000,0.15039998,64,False,7840,0.70120682,2.013e-05,1892,0.09696228,False,NaN,NaN,NaN,NaN,44,2
-5,1000000,0.0,32,True,258340,0.75378414,1.04e-06,1809,0.19939887,False,0.63793351,0.64285273,2.3e-07,NaN,44,0
-5,1000000,0.0,32,True,258340,0.75378414,1.04e-06,1809,0.19939887,False,0.63793351,0.64285273,2.3e-07,NaN,44,1
-5,1000000,0.0,32,True,258340,0.75378414,1.04e-06,1809,0.19939887,False,0.63793351,0.64285273,2.3e-07,NaN,44,2
-6,1000000,0.0,32,False,90352,0.56480856,0.00026182,84,0.17873921,False,NaN,NaN,NaN,NaN,44,0
-6,1000000,0.0,32,False,90352,0.56480856,0.00026182,84,0.17873921,False,NaN,NaN,NaN,NaN,44,1
-6,1000000,0.0,32,False,90352,0.56480856,0.00026182,84,0.17873921,False,NaN,NaN,NaN,NaN,44,2
-7,1000000,0.0,32,True,952615,0.74151078,0.00029039,1933,0.12170432,False,0.38009021,0.75094484,1.494e-05,NaN,44,0
-7,1000000,0.0,32,True,952615,0.74151078,0.00029039,1933,0.12170432,False,0.38009021,0.75094484,1.494e-05,NaN,44,1
-7,1000000,0.0,32,True,952615,0.74151078,0.00029039,1933,0.12170432,False,0.38009021,0.75094484,1.494e-05,NaN,44,2
+3,1000000,0.0,32,False,292375,0.74230198,0.00019879,89,0.00727552,True,,,,78.0,44,0
+3,1000000,0.0,32,False,292375,0.74230198,0.00019879,89,0.00727552,True,,,,78.0,44,1
+3,1000000,0.0,32,False,292375,0.74230198,0.00019879,89,0.00727552,True,,,,78.0,44,2
+4,1000000,0.0,64,False,7840,0.70120682,2.013e-05,1892,0.09696228,False,,,,,44,0
+4,1000000,0.0,64,False,7840,0.70120682,2.013e-05,1892,0.09696228,False,,,,,44,1
+4,1000000,0.15039998,64,False,7840,0.70120682,2.013e-05,1892,0.09696228,False,,,,,44,2
+5,1000000,0.0,32,True,258340,0.75378414,1.04e-06,1809,0.19939887,False,0.63793351,0.64285273,2.3e-07,,44,0
+5,1000000,0.0,32,True,258340,0.75378414,1.04e-06,1809,0.19939887,False,0.63793351,0.64285273,2.3e-07,,44,1
+5,1000000,0.0,32,True,258340,0.75378414,1.04e-06,1809,0.19939887,False,0.63793351,0.64285273,2.3e-07,,44,2
+6,1000000,0.0,32,False,90352,0.56480856,0.00026182,84,0.17873921,False,,,,,44,0
+6,1000000,0.0,32,False,90352,0.56480856,0.00026182,84,0.17873921,False,,,,,44,1
+6,1000000,0.0,32,False,90352,0.56480856,0.00026182,84,0.17873921,False,,,,,44,2
+7,1000000,0.0,32,True,952615,0.74151078,0.00029039,1933,0.12170432,False,0.38009021,0.75094484,1.494e-05,,44,0
+7,1000000,0.0,32,True,952615,0.74151078,0.00029039,1933,0.12170432,False,0.38009021,0.75094484,1.494e-05,,44,1
+7,1000000,0.0,32,True,952615,0.74151078,0.00029039,1933,0.12170432,False,0.38009021,0.75094484,1.494e-05,,44,2
 8,1000000,0.0,128,True,5215,0.88865332,0.05801418,668,0.19185639,True,0.97014067,0.593698,3.26e-05,24.0,44,0
 8,1000000,0.0,128,True,5215,0.88865332,0.05801418,668,0.19185639,True,0.97014067,0.593698,3.26e-05,24.0,44,1
 8,1000000,0.0,128,True,5215,0.88865332,0.05801418,668,0.19185639,True,0.97014067,0.593698,3.26e-05,24.0,44,2
@@ -224,132 +224,132 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 10,1000000,0.09096562,32,True,538803,0.86800026,5.16e-06,582,0.16141526,True,0.69525754,0.77886701,7.653e-05,32.0,44,0
 10,1000000,0.23256874,32,True,538803,0.86800026,5.16e-06,582,0.16141526,True,0.69525754,0.77886701,7.653e-05,32.0,44,1
 10,1000000,0.0,32,True,538803,0.86800026,5.16e-06,582,0.16141526,True,0.69525754,0.77886701,7.653e-05,32.0,44,2
-11,1000000,0.0,32,False,667739,0.88604833,0.01188009,1599,0.17762618,True,NaN,NaN,NaN,69.0,44,0
-11,1000000,0.0,32,False,667739,0.88604833,0.01188009,1599,0.17762618,True,NaN,NaN,NaN,69.0,44,1
-11,1000000,0.0,32,False,667739,0.88604833,0.01188009,1599,0.17762618,True,NaN,NaN,NaN,69.0,44,2
-12,1000000,0.0,64,True,216505,0.94349529,0.0003839,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,NaN,44,0
-12,1000000,0.0,64,True,216505,0.94349529,0.0003839,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,NaN,44,1
-12,1000000,0.0,64,True,216505,0.94349529,0.0003839,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,NaN,44,2
-13,1000000,0.0,64,True,389901,0.74697225,0.00613272,111,0.01774782,False,0.52483843,0.30114475,2.85e-06,NaN,44,0
-13,1000000,0.0,64,True,389901,0.74697225,0.00613272,111,0.01774782,False,0.52483843,0.30114475,2.85e-06,NaN,44,1
-13,1000000,0.0,64,True,389901,0.74697225,0.00613272,111,0.01774782,False,0.52483843,0.30114475,2.85e-06,NaN,44,2
-14,1000000,0.0,128,True,339710,0.90894633,5.559e-05,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,NaN,44,0
-14,1000000,0.0,128,True,339710,0.90894633,5.559e-05,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,NaN,44,1
-14,1000000,0.0,128,True,339710,0.90894633,5.559e-05,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,NaN,44,2
+11,1000000,0.0,32,False,667739,0.88604833,0.01188009,1599,0.17762618,True,,,,69.0,44,0
+11,1000000,0.0,32,False,667739,0.88604833,0.01188009,1599,0.17762618,True,,,,69.0,44,1
+11,1000000,0.0,32,False,667739,0.88604833,0.01188009,1599,0.17762618,True,,,,69.0,44,2
+12,1000000,0.0,64,True,216505,0.94349529,0.0003839,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,,44,0
+12,1000000,0.0,64,True,216505,0.94349529,0.0003839,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,,44,1
+12,1000000,0.0,64,True,216505,0.94349529,0.0003839,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,,44,2
+13,1000000,0.0,64,True,389901,0.74697225,0.00613272,111,0.01774782,False,0.52483843,0.30114475,2.85e-06,,44,0
+13,1000000,0.0,64,True,389901,0.74697225,0.00613272,111,0.01774782,False,0.52483843,0.30114475,2.85e-06,,44,1
+13,1000000,0.0,64,True,389901,0.74697225,0.00613272,111,0.01774782,False,0.52483843,0.30114475,2.85e-06,,44,2
+14,1000000,0.0,128,True,339710,0.90894633,5.559e-05,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,,44,0
+14,1000000,0.0,128,True,339710,0.90894633,5.559e-05,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,,44,1
+14,1000000,0.0,128,True,339710,0.90894633,5.559e-05,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,,44,2
 15,1000000,0.0,128,True,181952,0.95521004,1.149e-05,520,0.08985127,True,0.2122377,0.35170169,1.71e-06,65.0,44,0
 15,1000000,0.0,128,True,181952,0.95521004,1.149e-05,520,0.08985127,True,0.2122377,0.35170169,1.71e-06,65.0,44,1
 15,1000000,0.0,128,True,181952,0.95521004,1.149e-05,520,0.08985127,True,0.2122377,0.35170169,1.71e-06,65.0,44,2
-16,1000000,0.0,128,False,738989,0.66098032,0.00978345,667,0.13099956,True,NaN,NaN,NaN,30.0,44,0
-16,1000000,0.0,128,False,738989,0.66098032,0.00978345,667,0.13099956,True,NaN,NaN,NaN,30.0,44,1
-16,1000000,0.0,128,False,738989,0.66098032,0.00978345,667,0.13099956,True,NaN,NaN,NaN,30.0,44,2
-17,1000000,0.0,32,False,21637,0.63414339,0.00801771,561,0.16307777,False,NaN,NaN,NaN,NaN,44,0
-17,1000000,0.0,32,False,21637,0.63414339,0.00801771,561,0.16307777,False,NaN,NaN,NaN,NaN,44,1
-17,1000000,0.0,32,False,21637,0.63414339,0.00801771,561,0.16307777,False,NaN,NaN,NaN,NaN,44,2
-18,1000000,0.0,64,True,416828,0.56459549,5.028e-05,518,0.03470071,False,0.32548914,0.55348207,7.388e-05,NaN,44,0
-18,1000000,0.0,64,True,416828,0.56459549,5.028e-05,518,0.03470071,False,0.32548914,0.55348207,7.388e-05,NaN,44,1
-18,1000000,0.0,64,True,416828,0.56459549,5.028e-05,518,0.03470071,False,0.32548914,0.55348207,7.388e-05,NaN,44,2
-19,1000000,0.0,64,False,575158,0.82552957,0.00026878,1962,0.0212163,False,NaN,NaN,NaN,NaN,44,0
-19,1000000,0.0,64,False,575158,0.82552957,0.00026878,1962,0.0212163,False,NaN,NaN,NaN,NaN,44,1
-19,1000000,0.0,64,False,575158,0.82552957,0.00026878,1962,0.0212163,False,NaN,NaN,NaN,NaN,44,2
+16,1000000,0.0,128,False,738989,0.66098032,0.00978345,667,0.13099956,True,,,,30.0,44,0
+16,1000000,0.0,128,False,738989,0.66098032,0.00978345,667,0.13099956,True,,,,30.0,44,1
+16,1000000,0.0,128,False,738989,0.66098032,0.00978345,667,0.13099956,True,,,,30.0,44,2
+17,1000000,0.0,32,False,21637,0.63414339,0.00801771,561,0.16307777,False,,,,,44,0
+17,1000000,0.0,32,False,21637,0.63414339,0.00801771,561,0.16307777,False,,,,,44,1
+17,1000000,0.0,32,False,21637,0.63414339,0.00801771,561,0.16307777,False,,,,,44,2
+18,1000000,0.0,64,True,416828,0.56459549,5.028e-05,518,0.03470071,False,0.32548914,0.55348207,7.388e-05,,44,0
+18,1000000,0.0,64,True,416828,0.56459549,5.028e-05,518,0.03470071,False,0.32548914,0.55348207,7.388e-05,,44,1
+18,1000000,0.0,64,True,416828,0.56459549,5.028e-05,518,0.03470071,False,0.32548914,0.55348207,7.388e-05,,44,2
+19,1000000,0.0,64,False,575158,0.82552957,0.00026878,1962,0.0212163,False,,,,,44,0
+19,1000000,0.0,64,False,575158,0.82552957,0.00026878,1962,0.0212163,False,,,,,44,1
+19,1000000,0.0,64,False,575158,0.82552957,0.00026878,1962,0.0212163,False,,,,,44,2
 20,1000000,0.0,128,True,139283,0.60606742,2.59e-06,467,0.08455563,True,0.34729349,0.37676514,2.7e-07,39.0,44,0
 20,1000000,0.0,128,True,139283,0.60606742,2.59e-06,467,0.08455563,True,0.34729349,0.37676514,2.7e-07,39.0,44,1
 20,1000000,0.0,128,True,139283,0.60606742,2.59e-06,467,0.08455563,True,0.34729349,0.37676514,2.7e-07,39.0,44,2
-21,1000000,0.0,32,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,NaN,44,0
-21,1000000,0.0,32,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,NaN,44,1
-21,1000000,0.0,32,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,NaN,44,2
-22,1000000,0.0454125,64,False,391981,0.57455412,0.00027917,745,0.05680797,False,NaN,NaN,NaN,NaN,44,0
-22,1000000,0.0,64,False,391981,0.57455412,0.00027917,745,0.05680797,False,NaN,NaN,NaN,NaN,44,1
-22,1000000,0.0,64,False,391981,0.57455412,0.00027917,745,0.05680797,False,NaN,NaN,NaN,NaN,44,2
-23,1000000,0.0,128,False,202652,0.82612306,0.01370478,421,0.13829399,False,NaN,NaN,NaN,NaN,44,0
-23,1000000,0.0,128,False,202652,0.82612306,0.01370478,421,0.13829399,False,NaN,NaN,NaN,NaN,44,1
-23,1000000,0.0,128,False,202652,0.82612306,0.01370478,421,0.13829399,False,NaN,NaN,NaN,NaN,44,2
-24,1000000,0.0,64,False,925144,0.77259068,0.00101839,496,0.04753612,True,NaN,NaN,NaN,12.0,44,0
-24,1000000,0.0,64,False,925144,0.77259068,0.00101839,496,0.04753612,True,NaN,NaN,NaN,12.0,44,1
-24,1000000,0.0,64,False,925144,0.77259068,0.00101839,496,0.04753612,True,NaN,NaN,NaN,12.0,44,2
-25,1000000,0.0,32,False,325307,0.96811572,0.00032191,310,0.15066087,True,NaN,NaN,NaN,32.0,44,0
-25,1000000,0.0,32,False,325307,0.96811572,0.00032191,310,0.15066087,True,NaN,NaN,NaN,32.0,44,1
-25,1000000,0.0,32,False,325307,0.96811572,0.00032191,310,0.15066087,True,NaN,NaN,NaN,32.0,44,2
+21,1000000,0.0,32,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,,44,0
+21,1000000,0.0,32,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,,44,1
+21,1000000,0.0,32,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,,44,2
+22,1000000,0.0454125,64,False,391981,0.57455412,0.00027917,745,0.05680797,False,,,,,44,0
+22,1000000,0.0,64,False,391981,0.57455412,0.00027917,745,0.05680797,False,,,,,44,1
+22,1000000,0.0,64,False,391981,0.57455412,0.00027917,745,0.05680797,False,,,,,44,2
+23,1000000,0.0,128,False,202652,0.82612306,0.01370478,421,0.13829399,False,,,,,44,0
+23,1000000,0.0,128,False,202652,0.82612306,0.01370478,421,0.13829399,False,,,,,44,1
+23,1000000,0.0,128,False,202652,0.82612306,0.01370478,421,0.13829399,False,,,,,44,2
+24,1000000,0.0,64,False,925144,0.77259068,0.00101839,496,0.04753612,True,,,,12.0,44,0
+24,1000000,0.0,64,False,925144,0.77259068,0.00101839,496,0.04753612,True,,,,12.0,44,1
+24,1000000,0.0,64,False,925144,0.77259068,0.00101839,496,0.04753612,True,,,,12.0,44,2
+25,1000000,0.0,32,False,325307,0.96811572,0.00032191,310,0.15066087,True,,,,32.0,44,0
+25,1000000,0.0,32,False,325307,0.96811572,0.00032191,310,0.15066087,True,,,,32.0,44,1
+25,1000000,0.0,32,False,325307,0.96811572,0.00032191,310,0.15066087,True,,,,32.0,44,2
 26,1000000,0.0,64,True,713100,0.88889122,0.00407595,151,0.16569368,True,0.36856848,0.03676172,8e-07,12.0,44,0
 26,1000000,0.0,64,True,713100,0.88889122,0.00407595,151,0.16569368,True,0.36856848,0.03676172,8e-07,12.0,44,1
 26,1000000,0.0,64,True,713100,0.88889122,0.00407595,151,0.16569368,True,0.36856848,0.03676172,8e-07,12.0,44,2
-27,1000000,0.0,64,False,702021,0.60034678,0.00015222,1251,0.17680689,False,NaN,NaN,NaN,NaN,44,0
-27,1000000,0.0,64,False,702021,0.60034678,0.00015222,1251,0.17680689,False,NaN,NaN,NaN,NaN,44,1
-27,1000000,0.0,64,False,702021,0.60034678,0.00015222,1251,0.17680689,False,NaN,NaN,NaN,NaN,44,2
-28,1000000,0.0,128,True,274971,0.78736503,0.00549121,1569,0.15070177,False,0.25195792,0.33276489,4.659e-05,NaN,44,0
-28,1000000,0.0,128,True,274971,0.78736503,0.00549121,1569,0.15070177,False,0.25195792,0.33276489,4.659e-05,NaN,44,1
-28,1000000,0.0,128,True,274971,0.78736503,0.00549121,1569,0.15070177,False,0.25195792,0.33276489,4.659e-05,NaN,44,2
+27,1000000,0.0,64,False,702021,0.60034678,0.00015222,1251,0.17680689,False,,,,,44,0
+27,1000000,0.0,64,False,702021,0.60034678,0.00015222,1251,0.17680689,False,,,,,44,1
+27,1000000,0.0,64,False,702021,0.60034678,0.00015222,1251,0.17680689,False,,,,,44,2
+28,1000000,0.0,128,True,274971,0.78736503,0.00549121,1569,0.15070177,False,0.25195792,0.33276489,4.659e-05,,44,0
+28,1000000,0.0,128,True,274971,0.78736503,0.00549121,1569,0.15070177,False,0.25195792,0.33276489,4.659e-05,,44,1
+28,1000000,0.0,128,True,274971,0.78736503,0.00549121,1569,0.15070177,False,0.25195792,0.33276489,4.659e-05,,44,2
 29,1000000,0.2331875,32,True,499700,0.73741501,0.00375929,1330,0.06853506,True,0.41034523,0.97771042,6.105e-05,95.0,44,0
 29,1000000,0.0,32,True,499700,0.73741501,0.00375929,1330,0.06853506,True,0.41034523,0.97771042,6.105e-05,95.0,44,1
 29,1000000,0.2802031,32,True,499700,0.73741501,0.00375929,1330,0.06853506,True,0.41034523,0.97771042,6.105e-05,95.0,44,2
-30,1000000,0.0,64,False,440455,0.62377841,0.00258766,539,0.18099445,False,NaN,NaN,NaN,NaN,44,0
-30,1000000,0.0,64,False,440455,0.62377841,0.00258766,539,0.18099445,False,NaN,NaN,NaN,NaN,44,1
-30,1000000,0.0,64,False,440455,0.62377841,0.00258766,539,0.18099445,False,NaN,NaN,NaN,NaN,44,2
-31,1000000,0.0,64,False,353031,0.68982346,0.00127738,1059,0.0667168,True,NaN,NaN,NaN,18.0,44,0
-31,1000000,0.0,64,False,353031,0.68982346,0.00127738,1059,0.0667168,True,NaN,NaN,NaN,18.0,44,1
-31,1000000,0.0,64,False,353031,0.68982346,0.00127738,1059,0.0667168,True,NaN,NaN,NaN,18.0,44,2
+30,1000000,0.0,64,False,440455,0.62377841,0.00258766,539,0.18099445,False,,,,,44,0
+30,1000000,0.0,64,False,440455,0.62377841,0.00258766,539,0.18099445,False,,,,,44,1
+30,1000000,0.0,64,False,440455,0.62377841,0.00258766,539,0.18099445,False,,,,,44,2
+31,1000000,0.0,64,False,353031,0.68982346,0.00127738,1059,0.0667168,True,,,,18.0,44,0
+31,1000000,0.0,64,False,353031,0.68982346,0.00127738,1059,0.0667168,True,,,,18.0,44,1
+31,1000000,0.0,64,False,353031,0.68982346,0.00127738,1059,0.0667168,True,,,,18.0,44,2
 0,1000000,0.0,32,True,148418,0.51450691,1.92e-06,32,0.1114579,True,0.54777049,0.91105155,4.44e-06,45.0,43,0
 0,1000000,0.0,32,True,148418,0.51450691,1.92e-06,32,0.1114579,True,0.54777049,0.91105155,4.44e-06,45.0,43,1
 0,1000000,0.0,32,True,148418,0.51450691,1.92e-06,32,0.1114579,True,0.54777049,0.91105155,4.44e-06,45.0,43,2
-1,1000000,0.0,64,False,787150,0.80477994,2.829e-05,724,0.11642161,True,NaN,NaN,NaN,24.0,43,0
-1,1000000,0.0,64,False,787150,0.80477994,2.829e-05,724,0.11642161,True,NaN,NaN,NaN,24.0,43,1
-1,1000000,0.0,64,False,787150,0.80477994,2.829e-05,724,0.11642161,True,NaN,NaN,NaN,24.0,43,2
-2,1000000,0.0,64,False,955148,0.97077712,0.01676832,116,0.04913854,False,NaN,NaN,NaN,NaN,43,0
-2,1000000,0.0,64,False,955148,0.97077712,0.01676832,116,0.04913854,False,NaN,NaN,NaN,NaN,43,1
-2,1000000,0.0,64,False,955148,0.97077712,0.01676832,116,0.04913854,False,NaN,NaN,NaN,NaN,43,2
-3,1000000,0.0,128,True,86644,0.65214165,0.00608278,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,NaN,43,0
-3,1000000,0.0,128,True,86644,0.65214165,0.00608278,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,NaN,43,1
-3,1000000,0.0,128,True,86644,0.65214165,0.00608278,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,NaN,43,2
-4,1000000,0.0,32,False,295593,0.73430828,0.0912492,1614,0.05999268,True,NaN,NaN,NaN,4.0,43,0
-4,1000000,0.0,32,False,295593,0.73430828,0.0912492,1614,0.05999268,True,NaN,NaN,NaN,4.0,43,1
-4,1000000,0.0,32,False,295593,0.73430828,0.0912492,1614,0.05999268,True,NaN,NaN,NaN,4.0,43,2
-5,1000000,0.0,128,False,559012,0.83862908,7.22e-06,104,0.07808968,False,NaN,NaN,NaN,NaN,43,0
-5,1000000,0.0,128,False,559012,0.83862908,7.22e-06,104,0.07808968,False,NaN,NaN,NaN,NaN,43,1
-5,1000000,0.0,128,False,559012,0.83862908,7.22e-06,104,0.07808968,False,NaN,NaN,NaN,NaN,43,2
-6,1000000,0.0,32,False,527931,0.51354052,0.00053255,1054,0.03124912,False,NaN,NaN,NaN,NaN,43,0
-6,1000000,0.0,32,False,527931,0.51354052,0.00053255,1054,0.03124912,False,NaN,NaN,NaN,NaN,43,1
-6,1000000,0.0,32,False,527931,0.51354052,0.00053255,1054,0.03124912,False,NaN,NaN,NaN,NaN,43,2
-7,1000000,0.0,64,False,105719,0.94077995,3.084e-05,674,0.01682252,True,NaN,NaN,NaN,72.0,43,0
-7,1000000,0.0,64,False,105719,0.94077995,3.084e-05,674,0.01682252,True,NaN,NaN,NaN,72.0,43,1
-7,1000000,0.0,64,False,105719,0.94077995,3.084e-05,674,0.01682252,True,NaN,NaN,NaN,72.0,43,2
+1,1000000,0.0,64,False,787150,0.80477994,2.829e-05,724,0.11642161,True,,,,24.0,43,0
+1,1000000,0.0,64,False,787150,0.80477994,2.829e-05,724,0.11642161,True,,,,24.0,43,1
+1,1000000,0.0,64,False,787150,0.80477994,2.829e-05,724,0.11642161,True,,,,24.0,43,2
+2,1000000,0.0,64,False,955148,0.97077712,0.01676832,116,0.04913854,False,,,,,43,0
+2,1000000,0.0,64,False,955148,0.97077712,0.01676832,116,0.04913854,False,,,,,43,1
+2,1000000,0.0,64,False,955148,0.97077712,0.01676832,116,0.04913854,False,,,,,43,2
+3,1000000,0.0,128,True,86644,0.65214165,0.00608278,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,,43,0
+3,1000000,0.0,128,True,86644,0.65214165,0.00608278,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,,43,1
+3,1000000,0.0,128,True,86644,0.65214165,0.00608278,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,,43,2
+4,1000000,0.0,32,False,295593,0.73430828,0.0912492,1614,0.05999268,True,,,,4.0,43,0
+4,1000000,0.0,32,False,295593,0.73430828,0.0912492,1614,0.05999268,True,,,,4.0,43,1
+4,1000000,0.0,32,False,295593,0.73430828,0.0912492,1614,0.05999268,True,,,,4.0,43,2
+5,1000000,0.0,128,False,559012,0.83862908,7.22e-06,104,0.07808968,False,,,,,43,0
+5,1000000,0.0,128,False,559012,0.83862908,7.22e-06,104,0.07808968,False,,,,,43,1
+5,1000000,0.0,128,False,559012,0.83862908,7.22e-06,104,0.07808968,False,,,,,43,2
+6,1000000,0.0,32,False,527931,0.51354052,0.00053255,1054,0.03124912,False,,,,,43,0
+6,1000000,0.0,32,False,527931,0.51354052,0.00053255,1054,0.03124912,False,,,,,43,1
+6,1000000,0.0,32,False,527931,0.51354052,0.00053255,1054,0.03124912,False,,,,,43,2
+7,1000000,0.0,64,False,105719,0.94077995,3.084e-05,674,0.01682252,True,,,,72.0,43,0
+7,1000000,0.0,64,False,105719,0.94077995,3.084e-05,674,0.01682252,True,,,,72.0,43,1
+7,1000000,0.0,64,False,105719,0.94077995,3.084e-05,674,0.01682252,True,,,,72.0,43,2
 8,1000000,0.0,128,True,744497,0.58201579,0.0379177,1261,0.06686598,True,0.31449423,0.93256208,0.00016768,25.0,43,0
 8,1000000,0.0,128,True,744497,0.58201579,0.0379177,1261,0.06686598,True,0.31449423,0.93256208,0.00016768,25.0,43,1
 8,1000000,0.0,128,True,744497,0.58201579,0.0379177,1261,0.06686598,True,0.31449423,0.93256208,0.00016768,25.0,43,2
-9,1000000,0.0,64,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,NaN,43,0
-9,1000000,0.0,64,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,NaN,43,1
-9,1000000,0.0,64,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,NaN,43,2
-10,1000000,0.0,64,False,660411,0.6308016,0.00016687,308,0.00982639,False,NaN,NaN,NaN,NaN,43,0
-10,1000000,0.0,64,False,660411,0.6308016,0.00016687,308,0.00982639,False,NaN,NaN,NaN,NaN,43,1
-10,1000000,0.0,64,False,660411,0.6308016,0.00016687,308,0.00982639,False,NaN,NaN,NaN,NaN,43,2
-11,1000000,0.0,128,True,684184,0.62600473,6.643e-05,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,NaN,43,0
-11,1000000,0.0,128,True,684184,0.62600473,6.643e-05,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,NaN,43,1
-11,1000000,0.0,128,True,684184,0.62600473,6.643e-05,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,NaN,43,2
-12,1000000,0.23462187,128,False,203568,0.62172763,0.00101451,643,0.03027329,False,NaN,NaN,NaN,NaN,43,0
-12,1000000,0.0304625,128,False,203568,0.62172763,0.00101451,643,0.03027329,False,NaN,NaN,NaN,NaN,43,1
-12,1000000,0.0,128,False,203568,0.62172763,0.00101451,643,0.03027329,False,NaN,NaN,NaN,NaN,43,2
-13,1000000,0.0,32,True,879681,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,NaN,43,0
-13,1000000,0.0,32,True,879681,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,NaN,43,1
-13,1000000,0.0,32,True,879681,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,NaN,43,2
+9,1000000,0.0,64,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,,43,0
+9,1000000,0.0,64,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,,43,1
+9,1000000,0.0,64,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,,43,2
+10,1000000,0.0,64,False,660411,0.6308016,0.00016687,308,0.00982639,False,,,,,43,0
+10,1000000,0.0,64,False,660411,0.6308016,0.00016687,308,0.00982639,False,,,,,43,1
+10,1000000,0.0,64,False,660411,0.6308016,0.00016687,308,0.00982639,False,,,,,43,2
+11,1000000,0.0,128,True,684184,0.62600473,6.643e-05,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,,43,0
+11,1000000,0.0,128,True,684184,0.62600473,6.643e-05,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,,43,1
+11,1000000,0.0,128,True,684184,0.62600473,6.643e-05,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,,43,2
+12,1000000,0.23462187,128,False,203568,0.62172763,0.00101451,643,0.03027329,False,,,,,43,0
+12,1000000,0.0304625,128,False,203568,0.62172763,0.00101451,643,0.03027329,False,,,,,43,1
+12,1000000,0.0,128,False,203568,0.62172763,0.00101451,643,0.03027329,False,,,,,43,2
+13,1000000,0.0,32,True,879681,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,,43,0
+13,1000000,0.0,32,True,879681,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,,43,1
+13,1000000,0.0,32,True,879681,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,,43,2
 14,1000000,0.0,64,True,984140,0.95109345,7.97e-06,1769,0.00421314,True,0.54225785,0.29599484,2.721e-05,83.0,43,0
 14,1000000,0.0,64,True,984140,0.95109345,7.97e-06,1769,0.00421314,True,0.54225785,0.29599484,2.721e-05,83.0,43,1
 14,1000000,0.0,64,True,984140,0.95109345,7.97e-06,1769,0.00421314,True,0.54225785,0.29599484,2.721e-05,83.0,43,2
-15,1000000,0.10569062,64,False,925170,0.96898131,0.09845206,158,0.1774289,False,NaN,NaN,NaN,NaN,43,0
-15,1000000,0.0,64,False,925170,0.96898131,0.09845206,158,0.1774289,False,NaN,NaN,NaN,NaN,43,1
-15,1000000,0.0,64,False,925170,0.96898131,0.09845206,158,0.1774289,False,NaN,NaN,NaN,NaN,43,2
-16,1000000,0.0,32,False,922375,0.6490902,1.2e-06,210,0.18743212,False,NaN,NaN,NaN,NaN,43,0
-16,1000000,0.0,32,False,922375,0.6490902,1.2e-06,210,0.18743212,False,NaN,NaN,NaN,NaN,43,1
-16,1000000,0.0,32,False,922375,0.6490902,1.2e-06,210,0.18743212,False,NaN,NaN,NaN,NaN,43,2
-17,1000000,0.0,64,False,683293,0.99008649,0.00083776,1823,0.02538879,False,NaN,NaN,NaN,NaN,43,0
-17,1000000,0.0,64,False,683293,0.99008649,0.00083776,1823,0.02538879,False,NaN,NaN,NaN,NaN,43,1
-17,1000000,0.0,64,False,683293,0.99008649,0.00083776,1823,0.02538879,False,NaN,NaN,NaN,NaN,43,2
-18,1000000,0.0,32,False,123177,0.88627883,0.0552053,307,0.01223278,True,NaN,NaN,NaN,35.0,43,0
-18,1000000,0.0,32,False,123177,0.88627883,0.0552053,307,0.01223278,True,NaN,NaN,NaN,35.0,43,1
-18,1000000,0.0,32,False,123177,0.88627883,0.0552053,307,0.01223278,True,NaN,NaN,NaN,35.0,43,2
+15,1000000,0.10569062,64,False,925170,0.96898131,0.09845206,158,0.1774289,False,,,,,43,0
+15,1000000,0.0,64,False,925170,0.96898131,0.09845206,158,0.1774289,False,,,,,43,1
+15,1000000,0.0,64,False,925170,0.96898131,0.09845206,158,0.1774289,False,,,,,43,2
+16,1000000,0.0,32,False,922375,0.6490902,1.2e-06,210,0.18743212,False,,,,,43,0
+16,1000000,0.0,32,False,922375,0.6490902,1.2e-06,210,0.18743212,False,,,,,43,1
+16,1000000,0.0,32,False,922375,0.6490902,1.2e-06,210,0.18743212,False,,,,,43,2
+17,1000000,0.0,64,False,683293,0.99008649,0.00083776,1823,0.02538879,False,,,,,43,0
+17,1000000,0.0,64,False,683293,0.99008649,0.00083776,1823,0.02538879,False,,,,,43,1
+17,1000000,0.0,64,False,683293,0.99008649,0.00083776,1823,0.02538879,False,,,,,43,2
+18,1000000,0.0,32,False,123177,0.88627883,0.0552053,307,0.01223278,True,,,,35.0,43,0
+18,1000000,0.0,32,False,123177,0.88627883,0.0552053,307,0.01223278,True,,,,35.0,43,1
+18,1000000,0.0,32,False,123177,0.88627883,0.0552053,307,0.01223278,True,,,,35.0,43,2
 19,1000000,0.0,64,True,571653,0.86266403,0.00026939,1114,0.01640626,True,0.40429776,0.44362335,2.92e-06,66.0,43,0
 19,1000000,0.0,64,True,571653,0.86266403,0.00026939,1114,0.01640626,True,0.40429776,0.44362335,2.92e-06,66.0,43,1
 19,1000000,0.0,64,True,571653,0.86266403,0.00026939,1114,0.01640626,True,0.40429776,0.44362335,2.92e-06,66.0,43,2
-20,1000000,0.0,128,False,969301,0.85788864,0.01815162,1732,0.10812724,False,NaN,NaN,NaN,NaN,43,0
-20,1000000,0.0,128,False,969301,0.85788864,0.01815162,1732,0.10812724,False,NaN,NaN,NaN,NaN,43,1
-20,1000000,0.0,128,False,969301,0.85788864,0.01815162,1732,0.10812724,False,NaN,NaN,NaN,NaN,43,2
+20,1000000,0.0,128,False,969301,0.85788864,0.01815162,1732,0.10812724,False,,,,,43,0
+20,1000000,0.0,128,False,969301,0.85788864,0.01815162,1732,0.10812724,False,,,,,43,1
+20,1000000,0.0,128,False,969301,0.85788864,0.01815162,1732,0.10812724,False,,,,,43,2
 21,1000000,0.0,128,True,646530,0.79653604,3.07e-06,1828,0.16662835,True,0.21160086,0.90755836,1.96e-06,13.0,43,0
 21,1000000,0.0,128,True,646530,0.79653604,3.07e-06,1828,0.16662835,True,0.21160086,0.90755836,1.96e-06,13.0,43,1
 21,1000000,0.0,128,True,646530,0.79653604,3.07e-06,1828,0.16662835,True,0.21160086,0.90755836,1.96e-06,13.0,43,2
@@ -359,36 +359,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 23,1000000,0.0,64,True,496472,0.65411903,0.0384205,275,0.05941999,True,0.99742543,0.07385023,1.12e-06,21.0,43,0
 23,1000000,0.0,64,True,496472,0.65411903,0.0384205,275,0.05941999,True,0.99742543,0.07385023,1.12e-06,21.0,43,1
 23,1000000,0.0,64,True,496472,0.65411903,0.0384205,275,0.05941999,True,0.99742543,0.07385023,1.12e-06,21.0,43,2
-24,1000000,0.0,32,False,482360,0.70471195,0.02502786,520,0.09099824,True,NaN,NaN,NaN,40.0,43,0
-24,1000000,0.0,32,False,482360,0.70471195,0.02502786,520,0.09099824,True,NaN,NaN,NaN,40.0,43,1
-24,1000000,0.0,32,False,482360,0.70471195,0.02502786,520,0.09099824,True,NaN,NaN,NaN,40.0,43,2
+24,1000000,0.0,32,False,482360,0.70471195,0.02502786,520,0.09099824,True,,,,40.0,43,0
+24,1000000,0.0,32,False,482360,0.70471195,0.02502786,520,0.09099824,True,,,,40.0,43,1
+24,1000000,0.0,32,False,482360,0.70471195,0.02502786,520,0.09099824,True,,,,40.0,43,2
 25,1000000,0.0,128,True,702943,0.78178756,0.03594624,478,0.18142866,True,0.48774122,0.09809442,1.02e-06,62.0,43,0
 25,1000000,0.0,128,True,702943,0.78178756,0.03594624,478,0.18142866,True,0.48774122,0.09809442,1.02e-06,62.0,43,1
 25,1000000,0.0,128,True,702943,0.78178756,0.03594624,478,0.18142866,True,0.48774122,0.09809442,1.02e-06,62.0,43,2
-26,1000000,0.0,64,False,451492,0.78308318,3.246e-05,1902,0.08021445,False,NaN,NaN,NaN,NaN,43,0
-26,1000000,0.0,64,False,451492,0.78308318,3.246e-05,1902,0.08021445,False,NaN,NaN,NaN,NaN,43,1
-26,1000000,0.0,64,False,451492,0.78308318,3.246e-05,1902,0.08021445,False,NaN,NaN,NaN,NaN,43,2
+26,1000000,0.0,64,False,451492,0.78308318,3.246e-05,1902,0.08021445,False,,,,,43,0
+26,1000000,0.0,64,False,451492,0.78308318,3.246e-05,1902,0.08021445,False,,,,,43,1
+26,1000000,0.0,64,False,451492,0.78308318,3.246e-05,1902,0.08021445,False,,,,,43,2
 27,1000000,0.0,128,True,150415,0.93097619,0.04958712,789,0.17072643,True,0.59356351,0.90877452,3.3e-07,30.0,43,0
 27,1000000,0.0,128,True,150415,0.93097619,0.04958712,789,0.17072643,True,0.59356351,0.90877452,3.3e-07,30.0,43,1
 27,1000000,0.0,128,True,150415,0.93097619,0.04958712,789,0.17072643,True,0.59356351,0.90877452,3.3e-07,30.0,43,2
-28,1000000,0.0,128,True,902188,0.95569398,7.62e-05,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,NaN,43,0
-28,1000000,0.0,128,True,902188,0.95569398,7.62e-05,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,NaN,43,1
-28,1000000,0.0,128,True,902188,0.95569398,7.62e-05,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,NaN,43,2
-29,1000000,0.0,128,False,583768,0.7240757,2.602e-05,986,0.06754,True,NaN,NaN,NaN,62.0,43,0
-29,1000000,0.0,128,False,583768,0.7240757,2.602e-05,986,0.06754,True,NaN,NaN,NaN,62.0,43,1
-29,1000000,0.0,128,False,583768,0.7240757,2.602e-05,986,0.06754,True,NaN,NaN,NaN,62.0,43,2
-30,1000000,0.0,128,False,580829,0.78172794,0.016667,1633,0.10607532,True,NaN,NaN,NaN,48.0,43,0
-30,1000000,0.0,128,False,580829,0.78172794,0.016667,1633,0.10607532,True,NaN,NaN,NaN,48.0,43,1
-30,1000000,0.0,128,False,580829,0.78172794,0.016667,1633,0.10607532,True,NaN,NaN,NaN,48.0,43,2
-31,1000000,0.0,128,False,890797,0.94774263,1.83e-06,806,0.0055993,False,NaN,NaN,NaN,NaN,43,0
-31,1000000,0.0,128,False,890797,0.94774263,1.83e-06,806,0.0055993,False,NaN,NaN,NaN,NaN,43,1
-31,1000000,0.0,128,False,890797,0.94774263,1.83e-06,806,0.0055993,False,NaN,NaN,NaN,NaN,43,2
-0,1000000,0.0,64,False,970139,0.69703109,2.821e-05,1268,0.01048299,True,NaN,NaN,NaN,100.0,46,0
-0,1000000,0.0,64,False,970139,0.69703109,2.821e-05,1268,0.01048299,True,NaN,NaN,NaN,100.0,46,1
-0,1000000,0.0,64,False,970139,0.69703109,2.821e-05,1268,0.01048299,True,NaN,NaN,NaN,100.0,46,2
-1,1000000,0.0,32,False,909852,0.54747079,1.69e-06,1389,0.04513368,True,NaN,NaN,NaN,17.0,46,0
-1,1000000,0.0,32,False,909852,0.54747079,1.69e-06,1389,0.04513368,True,NaN,NaN,NaN,17.0,46,1
-1,1000000,0.0,32,False,909852,0.54747079,1.69e-06,1389,0.04513368,True,NaN,NaN,NaN,17.0,46,2
+28,1000000,0.0,128,True,902188,0.95569398,7.62e-05,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,,43,0
+28,1000000,0.0,128,True,902188,0.95569398,7.62e-05,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,,43,1
+28,1000000,0.0,128,True,902188,0.95569398,7.62e-05,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,,43,2
+29,1000000,0.0,128,False,583768,0.7240757,2.602e-05,986,0.06754,True,,,,62.0,43,0
+29,1000000,0.0,128,False,583768,0.7240757,2.602e-05,986,0.06754,True,,,,62.0,43,1
+29,1000000,0.0,128,False,583768,0.7240757,2.602e-05,986,0.06754,True,,,,62.0,43,2
+30,1000000,0.0,128,False,580829,0.78172794,0.016667,1633,0.10607532,True,,,,48.0,43,0
+30,1000000,0.0,128,False,580829,0.78172794,0.016667,1633,0.10607532,True,,,,48.0,43,1
+30,1000000,0.0,128,False,580829,0.78172794,0.016667,1633,0.10607532,True,,,,48.0,43,2
+31,1000000,0.0,128,False,890797,0.94774263,1.83e-06,806,0.0055993,False,,,,,43,0
+31,1000000,0.0,128,False,890797,0.94774263,1.83e-06,806,0.0055993,False,,,,,43,1
+31,1000000,0.0,128,False,890797,0.94774263,1.83e-06,806,0.0055993,False,,,,,43,2
+0,1000000,0.0,64,False,970139,0.69703109,2.821e-05,1268,0.01048299,True,,,,100.0,46,0
+0,1000000,0.0,64,False,970139,0.69703109,2.821e-05,1268,0.01048299,True,,,,100.0,46,1
+0,1000000,0.0,64,False,970139,0.69703109,2.821e-05,1268,0.01048299,True,,,,100.0,46,2
+1,1000000,0.0,32,False,909852,0.54747079,1.69e-06,1389,0.04513368,True,,,,17.0,46,0
+1,1000000,0.0,32,False,909852,0.54747079,1.69e-06,1389,0.04513368,True,,,,17.0,46,1
+1,1000000,0.0,32,False,909852,0.54747079,1.69e-06,1389,0.04513368,True,,,,17.0,46,2
 2,1000000,0.0,32,True,308847,0.53665662,0.00344956,1731,0.18859817,True,0.59873965,0.76173852,1e-07,87.0,46,0
 2,1000000,0.0,32,True,308847,0.53665662,0.00344956,1731,0.18859817,True,0.59873965,0.76173852,1e-07,87.0,46,1
 2,1000000,0.0,32,True,308847,0.53665662,0.00344956,1731,0.18859817,True,0.59873965,0.76173852,1e-07,87.0,46,2
@@ -398,18 +398,18 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 4,1000000,0.0,32,True,98738,0.80324019,0.00110971,1472,0.11866347,True,0.61143255,0.98597003,5.42e-06,89.0,46,0
 4,1000000,0.0,32,True,98738,0.80324019,0.00110971,1472,0.11866347,True,0.61143255,0.98597003,5.42e-06,89.0,46,1
 4,1000000,0.0,32,True,98738,0.80324019,0.00110971,1472,0.11866347,True,0.61143255,0.98597003,5.42e-06,89.0,46,2
-5,1000000,0.0,128,False,169647,0.99324587,0.00119601,783,0.04082521,False,NaN,NaN,NaN,NaN,46,0
-5,1000000,0.0,128,False,169647,0.99324587,0.00119601,783,0.04082521,False,NaN,NaN,NaN,NaN,46,1
-5,1000000,0.0,128,False,169647,0.99324587,0.00119601,783,0.04082521,False,NaN,NaN,NaN,NaN,46,2
-6,1000000,0.0,64,False,992322,0.50659622,0.0009659,905,0.00352992,False,NaN,NaN,NaN,NaN,46,0
-6,1000000,0.0,64,False,992322,0.50659622,0.0009659,905,0.00352992,False,NaN,NaN,NaN,NaN,46,1
-6,1000000,0.0,64,False,992322,0.50659622,0.0009659,905,0.00352992,False,NaN,NaN,NaN,NaN,46,2
-7,1000000,0.0,32,False,856961,0.54328639,2.471e-05,2008,0.10202313,False,NaN,NaN,NaN,NaN,46,0
-7,1000000,0.0,32,False,856961,0.54328639,2.471e-05,2008,0.10202313,False,NaN,NaN,NaN,NaN,46,1
-7,1000000,0.0,32,False,856961,0.54328639,2.471e-05,2008,0.10202313,False,NaN,NaN,NaN,NaN,46,2
-8,1000000,0.0,32,True,656651,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,NaN,46,0
-8,1000000,0.0,32,True,656651,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,NaN,46,1
-8,1000000,0.0,32,True,656651,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,NaN,46,2
+5,1000000,0.0,128,False,169647,0.99324587,0.00119601,783,0.04082521,False,,,,,46,0
+5,1000000,0.0,128,False,169647,0.99324587,0.00119601,783,0.04082521,False,,,,,46,1
+5,1000000,0.0,128,False,169647,0.99324587,0.00119601,783,0.04082521,False,,,,,46,2
+6,1000000,0.0,64,False,992322,0.50659622,0.0009659,905,0.00352992,False,,,,,46,0
+6,1000000,0.0,64,False,992322,0.50659622,0.0009659,905,0.00352992,False,,,,,46,1
+6,1000000,0.0,64,False,992322,0.50659622,0.0009659,905,0.00352992,False,,,,,46,2
+7,1000000,0.0,32,False,856961,0.54328639,2.471e-05,2008,0.10202313,False,,,,,46,0
+7,1000000,0.0,32,False,856961,0.54328639,2.471e-05,2008,0.10202313,False,,,,,46,1
+7,1000000,0.0,32,False,856961,0.54328639,2.471e-05,2008,0.10202313,False,,,,,46,2
+8,1000000,0.0,32,True,656651,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,,46,0
+8,1000000,0.0,32,True,656651,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,,46,1
+8,1000000,0.0,32,True,656651,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,,46,2
 9,1000000,0.1359,64,True,532146,0.51712145,2.787e-05,905,0.01731761,True,0.18538033,0.63593815,3.01e-06,25.0,46,0
 9,1000000,0.0,64,True,532146,0.51712145,2.787e-05,905,0.01731761,True,0.18538033,0.63593815,3.01e-06,25.0,46,1
 9,1000000,0.0,64,True,532146,0.51712145,2.787e-05,905,0.01731761,True,0.18538033,0.63593815,3.01e-06,25.0,46,2
@@ -419,60 +419,60 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 11,1000000,0.0,32,True,34523,0.80955349,0.00477016,403,0.00680405,True,0.78639349,0.15557144,2.9e-07,99.0,46,0
 11,1000000,0.0,32,True,34523,0.80955349,0.00477016,403,0.00680405,True,0.78639349,0.15557144,2.9e-07,99.0,46,1
 11,1000000,0.0,32,True,34523,0.80955349,0.00477016,403,0.00680405,True,0.78639349,0.15557144,2.9e-07,99.0,46,2
-12,1000000,0.0,32,True,606143,0.86228958,0.05016362,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,NaN,46,0
-12,1000000,0.0,32,True,606143,0.86228958,0.05016362,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,NaN,46,1
-12,1000000,0.0,32,True,606143,0.86228958,0.05016362,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,NaN,46,2
-13,1000000,0.0,128,False,140588,0.6653367,7.675e-05,522,0.04481315,True,NaN,NaN,NaN,46.0,46,0
-13,1000000,0.0,128,False,140588,0.6653367,7.675e-05,522,0.04481315,True,NaN,NaN,NaN,46.0,46,1
-13,1000000,0.0,128,False,140588,0.6653367,7.675e-05,522,0.04481315,True,NaN,NaN,NaN,46.0,46,2
-14,1000000,0.0,32,False,510839,0.85685073,3.09e-06,2024,0.18121206,True,NaN,NaN,NaN,11.0,46,0
-14,1000000,0.0,32,False,510839,0.85685073,3.09e-06,2024,0.18121206,True,NaN,NaN,NaN,11.0,46,1
-14,1000000,0.0,32,False,510839,0.85685073,3.09e-06,2024,0.18121206,True,NaN,NaN,NaN,11.0,46,2
-15,1000000,0.0,128,False,132845,0.95427356,2.285e-05,798,0.09866776,True,NaN,NaN,NaN,87.0,46,0
-15,1000000,0.0,128,False,132845,0.95427356,2.285e-05,798,0.09866776,True,NaN,NaN,NaN,87.0,46,1
-15,1000000,0.0,128,False,132845,0.95427356,2.285e-05,798,0.09866776,True,NaN,NaN,NaN,87.0,46,2
-16,1000000,0.0,32,False,78040,0.85758611,0.02362363,1903,0.0837656,False,NaN,NaN,NaN,NaN,46,0
-16,1000000,0.0,32,False,78040,0.85758611,0.02362363,1903,0.0837656,False,NaN,NaN,NaN,NaN,46,1
-16,1000000,0.0,32,False,78040,0.85758611,0.02362363,1903,0.0837656,False,NaN,NaN,NaN,NaN,46,2
-17,1000000,0.0,64,False,213077,0.80042539,0.00598875,1128,0.04923557,True,NaN,NaN,NaN,37.0,46,0
-17,1000000,0.0,64,False,213077,0.80042539,0.00598875,1128,0.04923557,True,NaN,NaN,NaN,37.0,46,1
-17,1000000,0.0,64,False,213077,0.80042539,0.00598875,1128,0.04923557,True,NaN,NaN,NaN,37.0,46,2
+12,1000000,0.0,32,True,606143,0.86228958,0.05016362,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,,46,0
+12,1000000,0.0,32,True,606143,0.86228958,0.05016362,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,,46,1
+12,1000000,0.0,32,True,606143,0.86228958,0.05016362,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,,46,2
+13,1000000,0.0,128,False,140588,0.6653367,7.675e-05,522,0.04481315,True,,,,46.0,46,0
+13,1000000,0.0,128,False,140588,0.6653367,7.675e-05,522,0.04481315,True,,,,46.0,46,1
+13,1000000,0.0,128,False,140588,0.6653367,7.675e-05,522,0.04481315,True,,,,46.0,46,2
+14,1000000,0.0,32,False,510839,0.85685073,3.09e-06,2024,0.18121206,True,,,,11.0,46,0
+14,1000000,0.0,32,False,510839,0.85685073,3.09e-06,2024,0.18121206,True,,,,11.0,46,1
+14,1000000,0.0,32,False,510839,0.85685073,3.09e-06,2024,0.18121206,True,,,,11.0,46,2
+15,1000000,0.0,128,False,132845,0.95427356,2.285e-05,798,0.09866776,True,,,,87.0,46,0
+15,1000000,0.0,128,False,132845,0.95427356,2.285e-05,798,0.09866776,True,,,,87.0,46,1
+15,1000000,0.0,128,False,132845,0.95427356,2.285e-05,798,0.09866776,True,,,,87.0,46,2
+16,1000000,0.0,32,False,78040,0.85758611,0.02362363,1903,0.0837656,False,,,,,46,0
+16,1000000,0.0,32,False,78040,0.85758611,0.02362363,1903,0.0837656,False,,,,,46,1
+16,1000000,0.0,32,False,78040,0.85758611,0.02362363,1903,0.0837656,False,,,,,46,2
+17,1000000,0.0,64,False,213077,0.80042539,0.00598875,1128,0.04923557,True,,,,37.0,46,0
+17,1000000,0.0,64,False,213077,0.80042539,0.00598875,1128,0.04923557,True,,,,37.0,46,1
+17,1000000,0.0,64,False,213077,0.80042539,0.00598875,1128,0.04923557,True,,,,37.0,46,2
 18,1000000,0.0,32,True,694699,0.6174475,0.00653467,314,0.17649297,True,0.67555296,0.03814238,2.5e-07,28.0,46,0
 18,1000000,0.0,32,True,694699,0.6174475,0.00653467,314,0.17649297,True,0.67555296,0.03814238,2.5e-07,28.0,46,1
 18,1000000,0.0,32,True,694699,0.6174475,0.00653467,314,0.17649297,True,0.67555296,0.03814238,2.5e-07,28.0,46,2
-19,1000000,0.0,128,True,782291,0.97991644,0.0072521,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,NaN,46,0
-19,1000000,0.0,128,True,782291,0.97991644,0.0072521,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,NaN,46,1
-19,1000000,0.0,128,True,782291,0.97991644,0.0072521,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,NaN,46,2
-20,1000000,0.0,64,False,891564,0.86049492,0.00014473,1802,0.02962727,False,NaN,NaN,NaN,NaN,46,0
-20,1000000,0.0,64,False,891564,0.86049492,0.00014473,1802,0.02962727,False,NaN,NaN,NaN,NaN,46,1
-20,1000000,0.0,64,False,891564,0.86049492,0.00014473,1802,0.02962727,False,NaN,NaN,NaN,NaN,46,2
-21,1000000,0.0,128,False,94246,0.81684689,0.00588149,1523,0.02837482,False,NaN,NaN,NaN,NaN,46,0
-21,1000000,0.0,128,False,94246,0.81684689,0.00588149,1523,0.02837482,False,NaN,NaN,NaN,NaN,46,1
-21,1000000,0.0,128,False,94246,0.81684689,0.00588149,1523,0.02837482,False,NaN,NaN,NaN,NaN,46,2
-22,1000000,0.0,64,False,810213,0.94729507,3.84e-06,1878,0.07618022,True,NaN,NaN,NaN,23.0,46,0
-22,1000000,0.0,64,False,810213,0.94729507,3.84e-06,1878,0.07618022,True,NaN,NaN,NaN,23.0,46,1
-22,1000000,0.0,64,False,810213,0.94729507,3.84e-06,1878,0.07618022,True,NaN,NaN,NaN,23.0,46,2
-23,1000000,0.0,64,False,767383,0.50398416,3.28e-06,246,0.13506178,False,NaN,NaN,NaN,NaN,46,0
-23,1000000,0.0,64,False,767383,0.50398416,3.28e-06,246,0.13506178,False,NaN,NaN,NaN,NaN,46,1
-23,1000000,0.0,64,False,767383,0.50398416,3.28e-06,246,0.13506178,False,NaN,NaN,NaN,NaN,46,2
-24,1000000,0.0,32,True,707144,0.79477014,0.00204635,600,0.14654754,False,0.91490177,0.20518292,3.1e-07,NaN,46,0
-24,1000000,0.0,32,True,707144,0.79477014,0.00204635,600,0.14654754,False,0.91490177,0.20518292,3.1e-07,NaN,46,1
-24,1000000,0.0,32,True,707144,0.79477014,0.00204635,600,0.14654754,False,0.91490177,0.20518292,3.1e-07,NaN,46,2
-25,1000000,0.0,32,False,948610,0.54630032,1.65e-06,165,0.09457546,False,NaN,NaN,NaN,NaN,46,0
-25,1000000,0.0,32,False,948610,0.54630032,1.65e-06,165,0.09457546,False,NaN,NaN,NaN,NaN,46,1
-25,1000000,0.0,32,False,948610,0.54630032,1.65e-06,165,0.09457546,False,NaN,NaN,NaN,NaN,46,2
+19,1000000,0.0,128,True,782291,0.97991644,0.0072521,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,,46,0
+19,1000000,0.0,128,True,782291,0.97991644,0.0072521,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,,46,1
+19,1000000,0.0,128,True,782291,0.97991644,0.0072521,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,,46,2
+20,1000000,0.0,64,False,891564,0.86049492,0.00014473,1802,0.02962727,False,,,,,46,0
+20,1000000,0.0,64,False,891564,0.86049492,0.00014473,1802,0.02962727,False,,,,,46,1
+20,1000000,0.0,64,False,891564,0.86049492,0.00014473,1802,0.02962727,False,,,,,46,2
+21,1000000,0.0,128,False,94246,0.81684689,0.00588149,1523,0.02837482,False,,,,,46,0
+21,1000000,0.0,128,False,94246,0.81684689,0.00588149,1523,0.02837482,False,,,,,46,1
+21,1000000,0.0,128,False,94246,0.81684689,0.00588149,1523,0.02837482,False,,,,,46,2
+22,1000000,0.0,64,False,810213,0.94729507,3.84e-06,1878,0.07618022,True,,,,23.0,46,0
+22,1000000,0.0,64,False,810213,0.94729507,3.84e-06,1878,0.07618022,True,,,,23.0,46,1
+22,1000000,0.0,64,False,810213,0.94729507,3.84e-06,1878,0.07618022,True,,,,23.0,46,2
+23,1000000,0.0,64,False,767383,0.50398416,3.28e-06,246,0.13506178,False,,,,,46,0
+23,1000000,0.0,64,False,767383,0.50398416,3.28e-06,246,0.13506178,False,,,,,46,1
+23,1000000,0.0,64,False,767383,0.50398416,3.28e-06,246,0.13506178,False,,,,,46,2
+24,1000000,0.0,32,True,707144,0.79477014,0.00204635,600,0.14654754,False,0.91490177,0.20518292,3.1e-07,,46,0
+24,1000000,0.0,32,True,707144,0.79477014,0.00204635,600,0.14654754,False,0.91490177,0.20518292,3.1e-07,,46,1
+24,1000000,0.0,32,True,707144,0.79477014,0.00204635,600,0.14654754,False,0.91490177,0.20518292,3.1e-07,,46,2
+25,1000000,0.0,32,False,948610,0.54630032,1.65e-06,165,0.09457546,False,,,,,46,0
+25,1000000,0.0,32,False,948610,0.54630032,1.65e-06,165,0.09457546,False,,,,,46,1
+25,1000000,0.0,32,False,948610,0.54630032,1.65e-06,165,0.09457546,False,,,,,46,2
 26,1000000,0.0,128,True,18165,0.79338844,1.863e-05,716,0.08540009,True,0.80451866,0.66934424,0.0002397,94.0,46,0
 26,1000000,0.0,128,True,18165,0.79338844,1.863e-05,716,0.08540009,True,0.80451866,0.66934424,0.0002397,94.0,46,1
 26,1000000,0.0,128,True,18165,0.79338844,1.863e-05,716,0.08540009,True,0.80451866,0.66934424,0.0002397,94.0,46,2
-27,1000000,0.0,32,True,513186,0.8456181,0.00116952,1461,0.06401685,False,0.28920844,0.7811786,8.454e-05,NaN,46,0
-27,1000000,0.0,32,True,513186,0.8456181,0.00116952,1461,0.06401685,False,0.28920844,0.7811786,8.454e-05,NaN,46,1
-27,1000000,0.0,32,True,513186,0.8456181,0.00116952,1461,0.06401685,False,0.28920844,0.7811786,8.454e-05,NaN,46,2
-28,1000000,0.0,32,False,167992,0.87139682,3.34e-06,408,0.06991525,True,NaN,NaN,NaN,43.0,46,0
-28,1000000,0.0,32,False,167992,0.87139682,3.34e-06,408,0.06991525,True,NaN,NaN,NaN,43.0,46,1
-28,1000000,0.0,32,False,167992,0.87139682,3.34e-06,408,0.06991525,True,NaN,NaN,NaN,43.0,46,2
-29,1000000,0.12870625,128,True,367680,0.90806196,2.44e-06,1492,0.17508506,False,0.29943279,0.99415772,1.38e-06,NaN,46,0
-29,1000000,0.0,128,True,367680,0.90806196,2.44e-06,1492,0.17508506,False,0.29943279,0.99415772,1.38e-06,NaN,46,1
-29,1000000,0.0,128,True,367680,0.90806196,2.44e-06,1492,0.17508506,False,0.29943279,0.99415772,1.38e-06,NaN,46,2
+27,1000000,0.0,32,True,513186,0.8456181,0.00116952,1461,0.06401685,False,0.28920844,0.7811786,8.454e-05,,46,0
+27,1000000,0.0,32,True,513186,0.8456181,0.00116952,1461,0.06401685,False,0.28920844,0.7811786,8.454e-05,,46,1
+27,1000000,0.0,32,True,513186,0.8456181,0.00116952,1461,0.06401685,False,0.28920844,0.7811786,8.454e-05,,46,2
+28,1000000,0.0,32,False,167992,0.87139682,3.34e-06,408,0.06991525,True,,,,43.0,46,0
+28,1000000,0.0,32,False,167992,0.87139682,3.34e-06,408,0.06991525,True,,,,43.0,46,1
+28,1000000,0.0,32,False,167992,0.87139682,3.34e-06,408,0.06991525,True,,,,43.0,46,2
+29,1000000,0.12870625,128,True,367680,0.90806196,2.44e-06,1492,0.17508506,False,0.29943279,0.99415772,1.38e-06,,46,0
+29,1000000,0.0,128,True,367680,0.90806196,2.44e-06,1492,0.17508506,False,0.29943279,0.99415772,1.38e-06,,46,1
+29,1000000,0.0,128,True,367680,0.90806196,2.44e-06,1492,0.17508506,False,0.29943279,0.99415772,1.38e-06,,46,2
 30,1000000,0.0,128,True,89177,0.7395795,7.37e-06,1064,0.09435335,True,0.05303452,0.84247629,0.00043362,61.0,46,0
 30,1000000,0.0,128,True,89177,0.7395795,7.37e-06,1064,0.09435335,True,0.05303452,0.84247629,0.00043362,61.0,46,1
 30,1000000,0.0,128,True,89177,0.7395795,7.37e-06,1064,0.09435335,True,0.05303452,0.84247629,0.00043362,61.0,46,2

rs/minigrid_empty_random_dqn.csv

@@ -2,156 +2,156 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 0,100000,0.0,128,True,955722,0.57143341,1.01e-06,474,0.09175793,True,0.45599426,0.02580659,0.00021517,6.0,42,0
 0,100000,0.0,128,True,955722,0.57143341,1.01e-06,474,0.09175793,True,0.45599426,0.02580659,0.00021517,6.0,42,1
 0,100000,0.0,128,True,955722,0.57143341,1.01e-06,474,0.09175793,True,0.45599426,0.02580659,0.00021517,6.0,42,2
-1,100000,0.7134297,128,False,536846,0.52261364,6.078e-05,64,0.00380188,False,NaN,NaN,NaN,NaN,42,0
-1,100000,0.78760934,128,False,536846,0.52261364,6.078e-05,64,0.00380188,False,NaN,NaN,NaN,NaN,42,1
-1,100000,0.15273437,128,False,536846,0.52261364,6.078e-05,64,0.00380188,False,NaN,NaN,NaN,NaN,42,2
-2,100000,0.0,64,True,412381,0.76992055,0.02525452,1643,0.16168059,False,0.31173345,0.27671821,4.12e-06,NaN,42,0
-2,100000,0.0,64,True,412381,0.76992055,0.02525452,1643,0.16168059,False,0.31173345,0.27671821,4.12e-06,NaN,42,1
-2,100000,0.0,64,True,412381,0.76992055,0.02525452,1643,0.16168059,False,0.31173345,0.27671821,4.12e-06,NaN,42,2
+1,100000,0.7134297,128,False,536846,0.52261364,6.078e-05,64,0.00380188,False,,,,,42,0
+1,100000,0.78760934,128,False,536846,0.52261364,6.078e-05,64,0.00380188,False,,,,,42,1
+1,100000,0.15273437,128,False,536846,0.52261364,6.078e-05,64,0.00380188,False,,,,,42,2
+2,100000,0.0,64,True,412381,0.76992055,0.02525452,1643,0.16168059,False,0.31173345,0.27671821,4.12e-06,,42,0
+2,100000,0.0,64,True,412381,0.76992055,0.02525452,1643,0.16168059,False,0.31173345,0.27671821,4.12e-06,,42,1
+2,100000,0.0,64,True,412381,0.76992055,0.02525452,1643,0.16168059,False,0.31173345,0.27671821,4.12e-06,,42,2
 3,100000,0.0,64,True,838315,0.79634836,0.00022465,1147,0.00430098,True,0.839333,0.69882656,1.1e-06,9.0,42,0
 3,100000,0.0,64,True,838315,0.79634836,0.00022465,1147,0.00430098,True,0.839333,0.69882656,1.1e-06,9.0,42,1
 3,100000,0.0,64,True,838315,0.79634836,0.00022465,1147,0.00430098,True,0.839333,0.69882656,1.1e-06,9.0,42,2
-4,100000,0.0,128,False,517373,0.83175088,0.00181889,1527,0.13186497,False,NaN,NaN,NaN,NaN,42,0
-4,100000,0.0,128,False,517373,0.83175088,0.00181889,1527,0.13186497,False,NaN,NaN,NaN,NaN,42,1
-4,100000,0.0,128,False,517373,0.83175088,0.00181889,1527,0.13186497,False,NaN,NaN,NaN,NaN,42,2
-5,100000,0.58208597,32,False,378836,0.58474637,3.06e-06,1409,0.16206287,True,NaN,NaN,NaN,15.0,42,0
-5,100000,0.3415078,32,False,378836,0.58474637,3.06e-06,1409,0.16206287,True,NaN,NaN,NaN,15.0,42,1
-5,100000,0.0,32,False,378836,0.58474637,3.06e-06,1409,0.16206287,True,NaN,NaN,NaN,15.0,42,2
-6,100000,0.0,32,False,958262,0.98476843,0.00525065,1931,0.03213097,True,NaN,NaN,NaN,85.0,42,0
-6,100000,0.0,32,False,958262,0.98476843,0.00525065,1931,0.03213097,True,NaN,NaN,NaN,85.0,42,1
-6,100000,0.0,32,False,958262,0.98476843,0.00525065,1931,0.03213097,True,NaN,NaN,NaN,85.0,42,2
+4,100000,0.0,128,False,517373,0.83175088,0.00181889,1527,0.13186497,False,,,,,42,0
+4,100000,0.0,128,False,517373,0.83175088,0.00181889,1527,0.13186497,False,,,,,42,1
+4,100000,0.0,128,False,517373,0.83175088,0.00181889,1527,0.13186497,False,,,,,42,2
+5,100000,0.58208597,32,False,378836,0.58474637,3.06e-06,1409,0.16206287,True,,,,15.0,42,0
+5,100000,0.3415078,32,False,378836,0.58474637,3.06e-06,1409,0.16206287,True,,,,15.0,42,1
+5,100000,0.0,32,False,378836,0.58474637,3.06e-06,1409,0.16206287,True,,,,15.0,42,2
+6,100000,0.0,32,False,958262,0.98476843,0.00525065,1931,0.03213097,True,,,,85.0,42,0
+6,100000,0.0,32,False,958262,0.98476843,0.00525065,1931,0.03213097,True,,,,85.0,42,1
+6,100000,0.0,32,False,958262,0.98476843,0.00525065,1931,0.03213097,True,,,,85.0,42,2
 7,100000,0.0,32,True,721801,0.92824492,1.36e-06,1568,0.13064547,True,0.08047676,0.28903623,8.715e-05,64.0,42,0
 7,100000,0.0,32,True,721801,0.92824492,1.36e-06,1568,0.13064547,True,0.08047676,0.28903623,8.715e-05,64.0,42,1
 7,100000,0.0,32,True,721801,0.92824492,1.36e-06,1568,0.13064547,True,0.08047676,0.28903623,8.715e-05,64.0,42,2
-8,100000,0.0,64,False,596492,0.68886444,3.16e-06,1819,0.09024066,True,NaN,NaN,NaN,27.0,42,0
-8,100000,0.0,64,False,596492,0.68886444,3.16e-06,1819,0.09024066,True,NaN,NaN,NaN,27.0,42,1
-8,100000,0.0,64,False,596492,0.68886444,3.16e-06,1819,0.09024066,True,NaN,NaN,NaN,27.0,42,2
-9,100000,0.0,64,False,395564,0.54175036,3.6e-06,455,0.14946293,False,NaN,NaN,NaN,NaN,42,0
-9,100000,0.0,64,False,395564,0.54175036,3.6e-06,455,0.14946293,False,NaN,NaN,NaN,NaN,42,1
-9,100000,0.0,64,False,395564,0.54175036,3.6e-06,455,0.14946293,False,NaN,NaN,NaN,NaN,42,2
-10,100000,0.8540625,64,False,421595,0.84908086,6.5e-06,1838,0.03380202,True,NaN,NaN,NaN,17.0,42,0
-10,100000,0.0,64,False,421595,0.84908086,6.5e-06,1838,0.03380202,True,NaN,NaN,NaN,17.0,42,1
-10,100000,0.5943359,64,False,421595,0.84908086,6.5e-06,1838,0.03380202,True,NaN,NaN,NaN,17.0,42,2
-11,100000,0.0,128,True,506974,0.76015385,0.00063781,1252,0.11839362,False,0.30497986,0.8436705,2.45e-06,NaN,42,0
-11,100000,0.14590625,128,True,506974,0.76015385,0.00063781,1252,0.11839362,False,0.30497986,0.8436705,2.45e-06,NaN,42,1
-11,100000,0.0848125,128,True,506974,0.76015385,0.00063781,1252,0.11839362,False,0.30497986,0.8436705,2.45e-06,NaN,42,2
+8,100000,0.0,64,False,596492,0.68886444,3.16e-06,1819,0.09024066,True,,,,27.0,42,0
+8,100000,0.0,64,False,596492,0.68886444,3.16e-06,1819,0.09024066,True,,,,27.0,42,1
+8,100000,0.0,64,False,596492,0.68886444,3.16e-06,1819,0.09024066,True,,,,27.0,42,2
+9,100000,0.0,64,False,395564,0.54175036,3.6e-06,455,0.14946293,False,,,,,42,0
+9,100000,0.0,64,False,395564,0.54175036,3.6e-06,455,0.14946293,False,,,,,42,1
+9,100000,0.0,64,False,395564,0.54175036,3.6e-06,455,0.14946293,False,,,,,42,2
+10,100000,0.8540625,64,False,421595,0.84908086,6.5e-06,1838,0.03380202,True,,,,17.0,42,0
+10,100000,0.0,64,False,421595,0.84908086,6.5e-06,1838,0.03380202,True,,,,17.0,42,1
+10,100000,0.5943359,64,False,421595,0.84908086,6.5e-06,1838,0.03380202,True,,,,17.0,42,2
+11,100000,0.0,128,True,506974,0.76015385,0.00063781,1252,0.11839362,False,0.30497986,0.8436705,2.45e-06,,42,0
+11,100000,0.14590625,128,True,506974,0.76015385,0.00063781,1252,0.11839362,False,0.30497986,0.8436705,2.45e-06,,42,1
+11,100000,0.0848125,128,True,506974,0.76015385,0.00063781,1252,0.11839362,False,0.30497986,0.8436705,2.45e-06,,42,2
 12,100000,0.0,64,True,929842,0.67380961,0.029586,1144,0.05609865,True,0.76235585,0.14178576,0.00029435,28.0,42,0
 12,100000,0.0,64,True,929842,0.67380961,0.029586,1144,0.05609865,True,0.76235585,0.14178576,0.00029435,28.0,42,1
 12,100000,0.0,64,True,929842,0.67380961,0.029586,1144,0.05609865,True,0.76235585,0.14178576,0.00029435,28.0,42,2
-13,100000,0.0,128,True,532873,0.54346014,4.34e-06,1975,0.02125471,False,0.84389089,0.89764416,9.18e-06,NaN,42,0
-13,100000,0.0,128,True,532873,0.54346014,4.34e-06,1975,0.02125471,False,0.84389089,0.89764416,9.18e-06,NaN,42,1
-13,100000,0.0,128,True,532873,0.54346014,4.34e-06,1975,0.02125471,False,0.84389089,0.89764416,9.18e-06,NaN,42,2
-14,100000,0.0,64,False,105561,0.75305198,0.00018678,1619,0.09516007,False,NaN,NaN,NaN,NaN,42,0
-14,100000,0.0,64,False,105561,0.75305198,0.00018678,1619,0.09516007,False,NaN,NaN,NaN,NaN,42,1
-14,100000,0.0,64,False,105561,0.75305198,0.00018678,1619,0.09516007,False,NaN,NaN,NaN,NaN,42,2
-15,100000,0.9304218,128,True,151192,0.76592874,4.614e-05,1312,0.15793085,False,0.49904167,0.46243022,4.32e-06,NaN,42,0
-15,100000,0.96617967,128,True,151192,0.76592874,4.614e-05,1312,0.15793085,False,0.49904167,0.46243022,4.32e-06,NaN,42,1
-15,100000,0.0,128,True,151192,0.76592874,4.614e-05,1312,0.15793085,False,0.49904167,0.46243022,4.32e-06,NaN,42,2
-16,100000,0.0,128,False,877930,0.75294434,0.00066937,603,0.02543935,True,NaN,NaN,NaN,51.0,42,0
-16,100000,0.0,128,False,877930,0.75294434,0.00066937,603,0.02543935,True,NaN,NaN,NaN,51.0,42,1
-16,100000,0.0,128,False,877930,0.75294434,0.00066937,603,0.02543935,True,NaN,NaN,NaN,51.0,42,2
-17,100000,0.0,64,True,148337,0.98053516,0.00032432,722,0.15533,False,0.34101918,0.53131268,4.28e-06,NaN,42,0
-17,100000,0.0,64,True,148337,0.98053516,0.00032432,722,0.15533,False,0.34101918,0.53131268,4.28e-06,NaN,42,1
-17,100000,0.0,64,True,148337,0.98053516,0.00032432,722,0.15533,False,0.34101918,0.53131268,4.28e-06,NaN,42,2
+13,100000,0.0,128,True,532873,0.54346014,4.34e-06,1975,0.02125471,False,0.84389089,0.89764416,9.18e-06,,42,0
+13,100000,0.0,128,True,532873,0.54346014,4.34e-06,1975,0.02125471,False,0.84389089,0.89764416,9.18e-06,,42,1
+13,100000,0.0,128,True,532873,0.54346014,4.34e-06,1975,0.02125471,False,0.84389089,0.89764416,9.18e-06,,42,2
+14,100000,0.0,64,False,105561,0.75305198,0.00018678,1619,0.09516007,False,,,,,42,0
+14,100000,0.0,64,False,105561,0.75305198,0.00018678,1619,0.09516007,False,,,,,42,1
+14,100000,0.0,64,False,105561,0.75305198,0.00018678,1619,0.09516007,False,,,,,42,2
+15,100000,0.9304218,128,True,151192,0.76592874,4.614e-05,1312,0.15793085,False,0.49904167,0.46243022,4.32e-06,,42,0
+15,100000,0.96617967,128,True,151192,0.76592874,4.614e-05,1312,0.15793085,False,0.49904167,0.46243022,4.32e-06,,42,1
+15,100000,0.0,128,True,151192,0.76592874,4.614e-05,1312,0.15793085,False,0.49904167,0.46243022,4.32e-06,,42,2
+16,100000,0.0,128,False,877930,0.75294434,0.00066937,603,0.02543935,True,,,,51.0,42,0
+16,100000,0.0,128,False,877930,0.75294434,0.00066937,603,0.02543935,True,,,,51.0,42,1
+16,100000,0.0,128,False,877930,0.75294434,0.00066937,603,0.02543935,True,,,,51.0,42,2
+17,100000,0.0,64,True,148337,0.98053516,0.00032432,722,0.15533,False,0.34101918,0.53131268,4.28e-06,,42,0
+17,100000,0.0,64,True,148337,0.98053516,0.00032432,722,0.15533,False,0.34101918,0.53131268,4.28e-06,,42,1
+17,100000,0.0,64,True,148337,0.98053516,0.00032432,722,0.15533,False,0.34101918,0.53131268,4.28e-06,,42,2
 18,100000,0.0,128,True,914613,0.94816791,8.08e-06,1939,0.00781139,True,0.76596974,0.8018567,3.419e-05,58.0,42,0
 18,100000,0.0,128,True,914613,0.94816791,8.08e-06,1939,0.00781139,True,0.76596974,0.8018567,3.419e-05,58.0,42,1
 18,100000,0.0,128,True,914613,0.94816791,8.08e-06,1939,0.00781139,True,0.76596974,0.8018567,3.419e-05,58.0,42,2
-19,100000,0.0,128,False,940708,0.60321064,0.00097066,701,0.03768981,True,NaN,NaN,NaN,73.0,42,0
-19,100000,0.0,128,False,940708,0.60321064,0.00097066,701,0.03768981,True,NaN,NaN,NaN,73.0,42,1
-19,100000,0.0,128,False,940708,0.60321064,0.00097066,701,0.03768981,True,NaN,NaN,NaN,73.0,42,2
+19,100000,0.0,128,False,940708,0.60321064,0.00097066,701,0.03768981,True,,,,73.0,42,0
+19,100000,0.0,128,False,940708,0.60321064,0.00097066,701,0.03768981,True,,,,73.0,42,1
+19,100000,0.0,128,False,940708,0.60321064,0.00097066,701,0.03768981,True,,,,73.0,42,2
 20,100000,0.0,32,True,611435,0.79511533,0.05638801,1799,0.05068393,True,0.99935996,0.73371343,9.556e-05,14.0,42,0
 20,100000,0.0,32,True,611435,0.79511533,0.05638801,1799,0.05068393,True,0.99935996,0.73371343,9.556e-05,14.0,42,1
 20,100000,0.0,32,True,611435,0.79511533,0.05638801,1799,0.05068393,True,0.99935996,0.73371343,9.556e-05,14.0,42,2
-21,100000,0.0,32,False,697382,0.89536158,1.461e-05,1297,0.15367047,True,NaN,NaN,NaN,59.0,42,0
-21,100000,0.0,32,False,697382,0.89536158,1.461e-05,1297,0.15367047,True,NaN,NaN,NaN,59.0,42,1
-21,100000,0.0,32,False,697382,0.89536158,1.461e-05,1297,0.15367047,True,NaN,NaN,NaN,59.0,42,2
-22,100000,0.0,128,True,194307,0.82482332,1.266e-05,726,0.03560515,False,0.75039289,0.39725807,1.4e-07,NaN,42,0
-22,100000,0.0,128,True,194307,0.82482332,1.266e-05,726,0.03560515,False,0.75039289,0.39725807,1.4e-07,NaN,42,1
-22,100000,0.00774219,128,True,194307,0.82482332,1.266e-05,726,0.03560515,False,0.75039289,0.39725807,1.4e-07,NaN,42,2
-23,100000,0.0,64,False,127015,0.95325686,0.0046725,1704,0.12410366,True,NaN,NaN,NaN,70.0,42,0
-23,100000,0.0,64,False,127015,0.95325686,0.0046725,1704,0.12410366,True,NaN,NaN,NaN,70.0,42,1
-23,100000,0.0,64,False,127015,0.95325686,0.0046725,1704,0.12410366,True,NaN,NaN,NaN,70.0,42,2
-24,100000,0.0,32,True,609119,0.58318879,2.36e-06,762,0.00540259,False,0.9448606,0.30539069,0.00029663,NaN,42,0
-24,100000,0.0,32,True,609119,0.58318879,2.36e-06,762,0.00540259,False,0.9448606,0.30539069,0.00029663,NaN,42,1
-24,100000,0.0,32,True,609119,0.58318879,2.36e-06,762,0.00540259,False,0.9448606,0.30539069,0.00029663,NaN,42,2
-25,100000,0.0,32,False,704674,0.68426317,0.02203514,348,0.18424872,True,NaN,NaN,NaN,89.0,42,0
-25,100000,0.0,32,False,704674,0.68426317,0.02203514,348,0.18424872,True,NaN,NaN,NaN,89.0,42,1
-25,100000,0.0,32,False,704674,0.68426317,0.02203514,348,0.18424872,True,NaN,NaN,NaN,89.0,42,2
-26,100000,0.0,64,False,621659,0.50488542,1.47e-06,1709,0.021809,True,NaN,NaN,NaN,12.0,42,0
-26,100000,0.0,64,False,621659,0.50488542,1.47e-06,1709,0.021809,True,NaN,NaN,NaN,12.0,42,1
-26,100000,0.0,64,False,621659,0.50488542,1.47e-06,1709,0.021809,True,NaN,NaN,NaN,12.0,42,2
-27,100000,0.0,32,False,635510,0.58083627,0.00029267,1230,0.14570664,False,NaN,NaN,NaN,NaN,42,0
-27,100000,0.0,32,False,635510,0.58083627,0.00029267,1230,0.14570664,False,NaN,NaN,NaN,NaN,42,1
-27,100000,0.0,32,False,635510,0.58083627,0.00029267,1230,0.14570664,False,NaN,NaN,NaN,NaN,42,2
+21,100000,0.0,32,False,697382,0.89536158,1.461e-05,1297,0.15367047,True,,,,59.0,42,0
+21,100000,0.0,32,False,697382,0.89536158,1.461e-05,1297,0.15367047,True,,,,59.0,42,1
+21,100000,0.0,32,False,697382,0.89536158,1.461e-05,1297,0.15367047,True,,,,59.0,42,2
+22,100000,0.0,128,True,194307,0.82482332,1.266e-05,726,0.03560515,False,0.75039289,0.39725807,1.4e-07,,42,0
+22,100000,0.0,128,True,194307,0.82482332,1.266e-05,726,0.03560515,False,0.75039289,0.39725807,1.4e-07,,42,1
+22,100000,0.00774219,128,True,194307,0.82482332,1.266e-05,726,0.03560515,False,0.75039289,0.39725807,1.4e-07,,42,2
+23,100000,0.0,64,False,127015,0.95325686,0.0046725,1704,0.12410366,True,,,,70.0,42,0
+23,100000,0.0,64,False,127015,0.95325686,0.0046725,1704,0.12410366,True,,,,70.0,42,1
+23,100000,0.0,64,False,127015,0.95325686,0.0046725,1704,0.12410366,True,,,,70.0,42,2
+24,100000,0.0,32,True,609119,0.58318879,2.36e-06,762,0.00540259,False,0.9448606,0.30539069,0.00029663,,42,0
+24,100000,0.0,32,True,609119,0.58318879,2.36e-06,762,0.00540259,False,0.9448606,0.30539069,0.00029663,,42,1
+24,100000,0.0,32,True,609119,0.58318879,2.36e-06,762,0.00540259,False,0.9448606,0.30539069,0.00029663,,42,2
+25,100000,0.0,32,False,704674,0.68426317,0.02203514,348,0.18424872,True,,,,89.0,42,0
+25,100000,0.0,32,False,704674,0.68426317,0.02203514,348,0.18424872,True,,,,89.0,42,1
+25,100000,0.0,32,False,704674,0.68426317,0.02203514,348,0.18424872,True,,,,89.0,42,2
+26,100000,0.0,64,False,621659,0.50488542,1.47e-06,1709,0.021809,True,,,,12.0,42,0
+26,100000,0.0,64,False,621659,0.50488542,1.47e-06,1709,0.021809,True,,,,12.0,42,1
+26,100000,0.0,64,False,621659,0.50488542,1.47e-06,1709,0.021809,True,,,,12.0,42,2
+27,100000,0.0,32,False,635510,0.58083627,0.00029267,1230,0.14570664,False,,,,,42,0
+27,100000,0.0,32,False,635510,0.58083627,0.00029267,1230,0.14570664,False,,,,,42,1
+27,100000,0.0,32,False,635510,0.58083627,0.00029267,1230,0.14570664,False,,,,,42,2
 28,100000,0.0,64,True,691517,0.78970745,9.891e-05,300,0.06806363,True,0.385565,0.70833174,1.4e-07,1.0,42,0
 28,100000,0.0,64,True,691517,0.78970745,9.891e-05,300,0.06806363,True,0.385565,0.70833174,1.4e-07,1.0,42,1
 28,100000,0.0,64,True,691517,0.78970745,9.891e-05,300,0.06806363,True,0.385565,0.70833174,1.4e-07,1.0,42,2
-29,100000,0.0,32,False,246570,0.98654887,0.00045838,891,0.14643507,True,NaN,NaN,NaN,64.0,42,0
-29,100000,0.0,32,False,246570,0.98654887,0.00045838,891,0.14643507,True,NaN,NaN,NaN,64.0,42,1
-29,100000,0.0,32,False,246570,0.98654887,0.00045838,891,0.14643507,True,NaN,NaN,NaN,64.0,42,2
-30,100000,0.0,32,True,520801,0.83379669,0.01227923,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,NaN,42,0
-30,100000,0.0,32,True,520801,0.83379669,0.01227923,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,NaN,42,1
-30,100000,0.0,32,True,520801,0.83379669,0.01227923,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,NaN,42,2
+29,100000,0.0,32,False,246570,0.98654887,0.00045838,891,0.14643507,True,,,,64.0,42,0
+29,100000,0.0,32,False,246570,0.98654887,0.00045838,891,0.14643507,True,,,,64.0,42,1
+29,100000,0.0,32,False,246570,0.98654887,0.00045838,891,0.14643507,True,,,,64.0,42,2
+30,100000,0.0,32,True,520801,0.83379669,0.01227923,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,,42,0
+30,100000,0.0,32,True,520801,0.83379669,0.01227923,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,,42,1
+30,100000,0.0,32,True,520801,0.83379669,0.01227923,710,0.10959169,False,0.38598792,0.34783535,2.702e-05,,42,2
 31,100000,0.0,32,True,138108,0.83504802,0.00387417,1286,0.08548096,True,0.82099697,0.41691819,0.00013247,18.0,42,0
 31,100000,0.0,32,True,138108,0.83504802,0.00387417,1286,0.08548096,True,0.82099697,0.41691819,0.00013247,18.0,42,1
 31,100000,0.0,32,True,138108,0.83504802,0.00387417,1286,0.08548096,True,0.82099697,0.41691819,0.00013247,18.0,42,2
-0,100000,0.0,128,False,837185,0.60934248,0.01249455,598,0.07820852,True,NaN,NaN,NaN,82.0,45,0
-0,100000,0.0,128,False,837185,0.60934248,0.01249455,598,0.07820852,True,NaN,NaN,NaN,82.0,45,1
-0,100000,0.0,128,False,837185,0.60934248,0.01249455,598,0.07820852,True,NaN,NaN,NaN,82.0,45,2
-1,100000,0.0,32,False,149193,0.53208615,0.00416929,795,0.1784582,False,NaN,NaN,NaN,NaN,45,0
-1,100000,0.0,32,False,149193,0.53208615,0.00416929,795,0.1784582,False,NaN,NaN,NaN,NaN,45,1
-1,100000,0.0,32,False,149193,0.53208615,0.00416929,795,0.1784582,False,NaN,NaN,NaN,NaN,45,2
+0,100000,0.0,128,False,837185,0.60934248,0.01249455,598,0.07820852,True,,,,82.0,45,0
+0,100000,0.0,128,False,837185,0.60934248,0.01249455,598,0.07820852,True,,,,82.0,45,1
+0,100000,0.0,128,False,837185,0.60934248,0.01249455,598,0.07820852,True,,,,82.0,45,2
+1,100000,0.0,32,False,149193,0.53208615,0.00416929,795,0.1784582,False,,,,,45,0
+1,100000,0.0,32,False,149193,0.53208615,0.00416929,795,0.1784582,False,,,,,45,1
+1,100000,0.0,32,False,149193,0.53208615,0.00416929,795,0.1784582,False,,,,,45,2
 2,100000,0.0,128,True,442606,0.70378868,8.37e-06,199,0.15955242,True,0.75593158,0.31594217,0.00053515,90.0,45,0
 2,100000,0.0,128,True,442606,0.70378868,8.37e-06,199,0.15955242,True,0.75593158,0.31594217,0.00053515,90.0,45,1
 2,100000,0.0,128,True,442606,0.70378868,8.37e-06,199,0.15955242,True,0.75593158,0.31594217,0.00053515,90.0,45,2
 3,100000,0.0,128,True,913268,0.91141352,0.08254242,887,0.12313904,True,0.53924846,0.42177264,1.4e-07,88.0,45,0
 3,100000,0.0,128,True,913268,0.91141352,0.08254242,887,0.12313904,True,0.53924846,0.42177264,1.4e-07,88.0,45,1
 3,100000,0.0,128,True,913268,0.91141352,0.08254242,887,0.12313904,True,0.53924846,0.42177264,1.4e-07,88.0,45,2
-4,100000,0.0,32,True,745690,0.73563702,3.312e-05,1138,0.16499013,False,0.60244271,0.71394604,0.00016924,NaN,45,0
-4,100000,0.0,32,True,745690,0.73563702,3.312e-05,1138,0.16499013,False,0.60244271,0.71394604,0.00016924,NaN,45,1
-4,100000,0.0,32,True,745690,0.73563702,3.312e-05,1138,0.16499013,False,0.60244271,0.71394604,0.00016924,NaN,45,2
-5,100000,0.0,32,False,160925,0.79728941,1.89e-06,310,0.05779397,True,NaN,NaN,NaN,29.0,45,0
-5,100000,0.0,32,False,160925,0.79728941,1.89e-06,310,0.05779397,True,NaN,NaN,NaN,29.0,45,1
-5,100000,0.0,32,False,160925,0.79728941,1.89e-06,310,0.05779397,True,NaN,NaN,NaN,29.0,45,2
-6,100000,0.0,32,False,565837,0.84993654,0.00059572,150,0.00659147,True,NaN,NaN,NaN,59.0,45,0
-6,100000,0.0,32,False,565837,0.84993654,0.00059572,150,0.00659147,True,NaN,NaN,NaN,59.0,45,1
-6,100000,0.0,32,False,565837,0.84993654,0.00059572,150,0.00659147,True,NaN,NaN,NaN,59.0,45,2
-7,100000,0.39859378,128,False,745731,0.69244143,5.13e-06,1430,0.09344158,False,NaN,NaN,NaN,NaN,45,0
-7,100000,0.0,128,False,745731,0.69244143,5.13e-06,1430,0.09344158,False,NaN,NaN,NaN,NaN,45,1
-7,100000,0.6395937,128,False,745731,0.69244143,5.13e-06,1430,0.09344158,False,NaN,NaN,NaN,NaN,45,2
-8,100000,0.0,32,True,268718,0.95667086,3.36e-06,673,0.15498893,False,0.26300634,0.48232193,4.112e-05,NaN,45,0
-8,100000,0.0,32,True,268718,0.95667086,3.36e-06,673,0.15498893,False,0.26300634,0.48232193,4.112e-05,NaN,45,1
-8,100000,0.0,32,True,268718,0.95667086,3.36e-06,673,0.15498893,False,0.26300634,0.48232193,4.112e-05,NaN,45,2
-9,100000,0.0,64,True,818665,0.97290605,1.3e-06,1022,0.1913888,False,0.91246199,0.50747514,2e-07,NaN,45,0
-9,100000,0.0,64,True,818665,0.97290605,1.3e-06,1022,0.1913888,False,0.91246199,0.50747514,2e-07,NaN,45,1
-9,100000,0.0,64,True,818665,0.97290605,1.3e-06,1022,0.1913888,False,0.91246199,0.50747514,2e-07,NaN,45,2
-10,100000,0.0,32,False,27512,0.83632554,0.00969103,1452,0.02219031,True,NaN,NaN,NaN,1.0,45,0
-10,100000,0.0,32,False,27512,0.83632554,0.00969103,1452,0.02219031,True,NaN,NaN,NaN,1.0,45,1
-10,100000,0.0,32,False,27512,0.83632554,0.00969103,1452,0.02219031,True,NaN,NaN,NaN,1.0,45,2
-11,100000,0.0385,128,True,635496,0.67632317,0.00027879,913,0.08543259,False,0.15014465,0.26377986,1.45e-06,NaN,45,0
-11,100000,0.0,128,True,635496,0.67632317,0.00027879,913,0.08543259,False,0.15014465,0.26377986,1.45e-06,NaN,45,1
-11,100000,0.3185625,128,True,635496,0.67632317,0.00027879,913,0.08543259,False,0.15014465,0.26377986,1.45e-06,NaN,45,2
-12,100000,0.0,128,False,414937,0.59353615,4.17e-06,2036,0.17366298,False,NaN,NaN,NaN,NaN,45,0
-12,100000,0.0,128,False,414937,0.59353615,4.17e-06,2036,0.17366298,False,NaN,NaN,NaN,NaN,45,1
-12,100000,0.0,128,False,414937,0.59353615,4.17e-06,2036,0.17366298,False,NaN,NaN,NaN,NaN,45,2
-13,100000,0.0,128,True,738625,0.75305729,0.01640767,136,0.16789948,False,0.60125527,0.59255419,1.8e-07,NaN,45,0
-13,100000,0.0,128,True,738625,0.75305729,0.01640767,136,0.16789948,False,0.60125527,0.59255419,1.8e-07,NaN,45,1
-13,100000,0.0,128,True,738625,0.75305729,0.01640767,136,0.16789948,False,0.60125527,0.59255419,1.8e-07,NaN,45,2
-14,100000,0.0,128,False,208700,0.82285547,1.13e-06,1283,0.10950893,True,NaN,NaN,NaN,72.0,45,0
-14,100000,0.0,128,False,208700,0.82285547,1.13e-06,1283,0.10950893,True,NaN,NaN,NaN,72.0,45,1
-14,100000,0.0,128,False,208700,0.82285547,1.13e-06,1283,0.10950893,True,NaN,NaN,NaN,72.0,45,2
-15,100000,0.0,32,True,989081,0.87918846,6.323e-05,24,0.06256735,False,0.52337438,0.41769036,3.1e-07,NaN,45,0
-15,100000,0.0,32,True,989081,0.87918846,6.323e-05,24,0.06256735,False,0.52337438,0.41769036,3.1e-07,NaN,45,1
-15,100000,0.0,32,True,989081,0.87918846,6.323e-05,24,0.06256735,False,0.52337438,0.41769036,3.1e-07,NaN,45,2
-16,100000,0.0,32,True,934655,0.94549454,0.0006448,331,0.12198016,False,0.18988447,0.03126857,0.00035292,NaN,45,0
-16,100000,0.0,32,True,934655,0.94549454,0.0006448,331,0.12198016,False,0.18988447,0.03126857,0.00035292,NaN,45,1
-16,100000,0.0,32,True,934655,0.94549454,0.0006448,331,0.12198016,False,0.18988447,0.03126857,0.00035292,NaN,45,2
-17,100000,0.0,128,False,544611,0.69910056,2e-06,177,0.02035104,False,NaN,NaN,NaN,NaN,45,0
-17,100000,0.0,128,False,544611,0.69910056,2e-06,177,0.02035104,False,NaN,NaN,NaN,NaN,45,1
-17,100000,0.0,128,False,544611,0.69910056,2e-06,177,0.02035104,False,NaN,NaN,NaN,NaN,45,2
-18,100000,0.0,64,False,747523,0.92668734,0.00046446,1996,0.11116474,False,NaN,NaN,NaN,NaN,45,0
-18,100000,0.0,64,False,747523,0.92668734,0.00046446,1996,0.11116474,False,NaN,NaN,NaN,NaN,45,1
-18,100000,0.0,64,False,747523,0.92668734,0.00046446,1996,0.11116474,False,NaN,NaN,NaN,NaN,45,2
+4,100000,0.0,32,True,745690,0.73563702,3.312e-05,1138,0.16499013,False,0.60244271,0.71394604,0.00016924,,45,0
+4,100000,0.0,32,True,745690,0.73563702,3.312e-05,1138,0.16499013,False,0.60244271,0.71394604,0.00016924,,45,1
+4,100000,0.0,32,True,745690,0.73563702,3.312e-05,1138,0.16499013,False,0.60244271,0.71394604,0.00016924,,45,2
+5,100000,0.0,32,False,160925,0.79728941,1.89e-06,310,0.05779397,True,,,,29.0,45,0
+5,100000,0.0,32,False,160925,0.79728941,1.89e-06,310,0.05779397,True,,,,29.0,45,1
+5,100000,0.0,32,False,160925,0.79728941,1.89e-06,310,0.05779397,True,,,,29.0,45,2
+6,100000,0.0,32,False,565837,0.84993654,0.00059572,150,0.00659147,True,,,,59.0,45,0
+6,100000,0.0,32,False,565837,0.84993654,0.00059572,150,0.00659147,True,,,,59.0,45,1
+6,100000,0.0,32,False,565837,0.84993654,0.00059572,150,0.00659147,True,,,,59.0,45,2
+7,100000,0.39859378,128,False,745731,0.69244143,5.13e-06,1430,0.09344158,False,,,,,45,0
+7,100000,0.0,128,False,745731,0.69244143,5.13e-06,1430,0.09344158,False,,,,,45,1
+7,100000,0.6395937,128,False,745731,0.69244143,5.13e-06,1430,0.09344158,False,,,,,45,2
+8,100000,0.0,32,True,268718,0.95667086,3.36e-06,673,0.15498893,False,0.26300634,0.48232193,4.112e-05,,45,0
+8,100000,0.0,32,True,268718,0.95667086,3.36e-06,673,0.15498893,False,0.26300634,0.48232193,4.112e-05,,45,1
+8,100000,0.0,32,True,268718,0.95667086,3.36e-06,673,0.15498893,False,0.26300634,0.48232193,4.112e-05,,45,2
+9,100000,0.0,64,True,818665,0.97290605,1.3e-06,1022,0.1913888,False,0.91246199,0.50747514,2e-07,,45,0
+9,100000,0.0,64,True,818665,0.97290605,1.3e-06,1022,0.1913888,False,0.91246199,0.50747514,2e-07,,45,1
+9,100000,0.0,64,True,818665,0.97290605,1.3e-06,1022,0.1913888,False,0.91246199,0.50747514,2e-07,,45,2
+10,100000,0.0,32,False,27512,0.83632554,0.00969103,1452,0.02219031,True,,,,1.0,45,0
+10,100000,0.0,32,False,27512,0.83632554,0.00969103,1452,0.02219031,True,,,,1.0,45,1
+10,100000,0.0,32,False,27512,0.83632554,0.00969103,1452,0.02219031,True,,,,1.0,45,2
+11,100000,0.0385,128,True,635496,0.67632317,0.00027879,913,0.08543259,False,0.15014465,0.26377986,1.45e-06,,45,0
+11,100000,0.0,128,True,635496,0.67632317,0.00027879,913,0.08543259,False,0.15014465,0.26377986,1.45e-06,,45,1
+11,100000,0.3185625,128,True,635496,0.67632317,0.00027879,913,0.08543259,False,0.15014465,0.26377986,1.45e-06,,45,2
+12,100000,0.0,128,False,414937,0.59353615,4.17e-06,2036,0.17366298,False,,,,,45,0
+12,100000,0.0,128,False,414937,0.59353615,4.17e-06,2036,0.17366298,False,,,,,45,1
+12,100000,0.0,128,False,414937,0.59353615,4.17e-06,2036,0.17366298,False,,,,,45,2
+13,100000,0.0,128,True,738625,0.75305729,0.01640767,136,0.16789948,False,0.60125527,0.59255419,1.8e-07,,45,0
+13,100000,0.0,128,True,738625,0.75305729,0.01640767,136,0.16789948,False,0.60125527,0.59255419,1.8e-07,,45,1
+13,100000,0.0,128,True,738625,0.75305729,0.01640767,136,0.16789948,False,0.60125527,0.59255419,1.8e-07,,45,2
+14,100000,0.0,128,False,208700,0.82285547,1.13e-06,1283,0.10950893,True,,,,72.0,45,0
+14,100000,0.0,128,False,208700,0.82285547,1.13e-06,1283,0.10950893,True,,,,72.0,45,1
+14,100000,0.0,128,False,208700,0.82285547,1.13e-06,1283,0.10950893,True,,,,72.0,45,2
+15,100000,0.0,32,True,989081,0.87918846,6.323e-05,24,0.06256735,False,0.52337438,0.41769036,3.1e-07,,45,0
+15,100000,0.0,32,True,989081,0.87918846,6.323e-05,24,0.06256735,False,0.52337438,0.41769036,3.1e-07,,45,1
+15,100000,0.0,32,True,989081,0.87918846,6.323e-05,24,0.06256735,False,0.52337438,0.41769036,3.1e-07,,45,2
+16,100000,0.0,32,True,934655,0.94549454,0.0006448,331,0.12198016,False,0.18988447,0.03126857,0.00035292,,45,0
+16,100000,0.0,32,True,934655,0.94549454,0.0006448,331,0.12198016,False,0.18988447,0.03126857,0.00035292,,45,1
+16,100000,0.0,32,True,934655,0.94549454,0.0006448,331,0.12198016,False,0.18988447,0.03126857,0.00035292,,45,2
+17,100000,0.0,128,False,544611,0.69910056,2e-06,177,0.02035104,False,,,,,45,0
+17,100000,0.0,128,False,544611,0.69910056,2e-06,177,0.02035104,False,,,,,45,1
+17,100000,0.0,128,False,544611,0.69910056,2e-06,177,0.02035104,False,,,,,45,2
+18,100000,0.0,64,False,747523,0.92668734,0.00046446,1996,0.11116474,False,,,,,45,0
+18,100000,0.0,64,False,747523,0.92668734,0.00046446,1996,0.11116474,False,,,,,45,1
+18,100000,0.0,64,False,747523,0.92668734,0.00046446,1996,0.11116474,False,,,,,45,2
 19,100000,0.0,32,True,125934,0.5718106,0.00025859,1151,0.03157219,True,0.17981697,0.18654014,6.01e-06,70.0,45,0
 19,100000,0.0,32,True,125934,0.5718106,0.00025859,1151,0.03157219,True,0.17981697,0.18654014,6.01e-06,70.0,45,1
 19,100000,0.0,32,True,125934,0.5718106,0.00025859,1151,0.03157219,True,0.17981697,0.18654014,6.01e-06,70.0,45,2
@@ -161,60 +161,60 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 21,100000,0.0,128,True,363373,0.69288289,0.00602945,648,0.11463529,True,0.66782503,0.23051164,2.2e-07,32.0,45,0
 21,100000,0.0,128,True,363373,0.69288289,0.00602945,648,0.11463529,True,0.66782503,0.23051164,2.2e-07,32.0,45,1
 21,100000,0.0,128,True,363373,0.69288289,0.00602945,648,0.11463529,True,0.66782503,0.23051164,2.2e-07,32.0,45,2
-22,100000,0.0,64,False,868137,0.85100857,8.845e-05,1602,0.13141842,True,NaN,NaN,NaN,72.0,45,0
-22,100000,0.0,64,False,868137,0.85100857,8.845e-05,1602,0.13141842,True,NaN,NaN,NaN,72.0,45,1
-22,100000,0.0,64,False,868137,0.85100857,8.845e-05,1602,0.13141842,True,NaN,NaN,NaN,72.0,45,2
-23,100000,0.0,32,True,861496,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,NaN,45,0
-23,100000,0.0,32,True,861496,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,NaN,45,1
-23,100000,0.0,32,True,861496,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,NaN,45,2
-24,100000,0.0,32,False,870909,0.74143519,0.06617758,1772,0.0857023,False,NaN,NaN,NaN,NaN,45,0
-24,100000,0.0,32,False,870909,0.74143519,0.06617758,1772,0.0857023,False,NaN,NaN,NaN,NaN,45,1
-24,100000,0.31961718,32,False,870909,0.74143519,0.06617758,1772,0.0857023,False,NaN,NaN,NaN,NaN,45,2
-25,100000,0.0,128,False,689943,0.82712765,6.6e-06,1345,0.00562288,False,NaN,NaN,NaN,NaN,45,0
-25,100000,0.0,128,False,689943,0.82712765,6.6e-06,1345,0.00562288,False,NaN,NaN,NaN,NaN,45,1
-25,100000,0.0,128,False,689943,0.82712765,6.6e-06,1345,0.00562288,False,NaN,NaN,NaN,NaN,45,2
-26,100000,0.16892187,32,False,687472,0.9349029,0.00020246,266,0.05301261,True,NaN,NaN,NaN,60.0,45,0
-26,100000,0.0,32,False,687472,0.9349029,0.00020246,266,0.05301261,True,NaN,NaN,NaN,60.0,45,1
-26,100000,0.22157031,32,False,687472,0.9349029,0.00020246,266,0.05301261,True,NaN,NaN,NaN,60.0,45,2
-27,100000,0.0,64,False,889377,0.72514154,2.426e-05,1999,0.06651223,False,NaN,NaN,NaN,NaN,45,0
-27,100000,0.0,64,False,889377,0.72514154,2.426e-05,1999,0.06651223,False,NaN,NaN,NaN,NaN,45,1
-27,100000,0.0,64,False,889377,0.72514154,2.426e-05,1999,0.06651223,False,NaN,NaN,NaN,NaN,45,2
-28,100000,0.0,128,True,163647,0.50352303,0.00011295,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,NaN,45,0
-28,100000,0.0,128,True,163647,0.50352303,0.00011295,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,NaN,45,1
-28,100000,0.0,128,True,163647,0.50352303,0.00011295,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,NaN,45,2
-29,100000,0.0,32,False,132503,0.67959574,0.0006077,792,0.02581137,False,NaN,NaN,NaN,NaN,45,0
-29,100000,0.0,32,False,132503,0.67959574,0.0006077,792,0.02581137,False,NaN,NaN,NaN,NaN,45,1
-29,100000,0.0,32,False,132503,0.67959574,0.0006077,792,0.02581137,False,NaN,NaN,NaN,NaN,45,2
-30,100000,0.0,32,False,955463,0.89677549,3.2e-06,224,0.06448721,False,NaN,NaN,NaN,NaN,45,0
-30,100000,0.0,32,False,955463,0.89677549,3.2e-06,224,0.06448721,False,NaN,NaN,NaN,NaN,45,1
-30,100000,0.0,32,False,955463,0.89677549,3.2e-06,224,0.06448721,False,NaN,NaN,NaN,NaN,45,2
-31,100000,0.0,64,False,537734,0.84244273,0.00155599,963,0.11811727,True,NaN,NaN,NaN,82.0,45,0
-31,100000,0.0,64,False,537734,0.84244273,0.00155599,963,0.11811727,True,NaN,NaN,NaN,82.0,45,1
-31,100000,0.0,64,False,537734,0.84244273,0.00155599,963,0.11811727,True,NaN,NaN,NaN,82.0,45,2
-0,100000,0.51022655,32,False,589718,0.60405949,7.71e-06,477,0.13330537,True,NaN,NaN,NaN,82.0,44,0
-0,100000,0.0,32,False,589718,0.60405949,7.71e-06,477,0.13330537,True,NaN,NaN,NaN,82.0,44,1
-0,100000,0.27379686,32,False,589718,0.60405949,7.71e-06,477,0.13330537,True,NaN,NaN,NaN,82.0,44,2
+22,100000,0.0,64,False,868137,0.85100857,8.845e-05,1602,0.13141842,True,,,,72.0,45,0
+22,100000,0.0,64,False,868137,0.85100857,8.845e-05,1602,0.13141842,True,,,,72.0,45,1
+22,100000,0.0,64,False,868137,0.85100857,8.845e-05,1602,0.13141842,True,,,,72.0,45,2
+23,100000,0.0,32,True,861496,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,,45,0
+23,100000,0.0,32,True,861496,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,,45,1
+23,100000,0.0,32,True,861496,0.76923784,0.00020823,395,0.18764672,False,0.14733633,0.43963319,2.596e-05,,45,2
+24,100000,0.0,32,False,870909,0.74143519,0.06617758,1772,0.0857023,False,,,,,45,0
+24,100000,0.0,32,False,870909,0.74143519,0.06617758,1772,0.0857023,False,,,,,45,1
+24,100000,0.31961718,32,False,870909,0.74143519,0.06617758,1772,0.0857023,False,,,,,45,2
+25,100000,0.0,128,False,689943,0.82712765,6.6e-06,1345,0.00562288,False,,,,,45,0
+25,100000,0.0,128,False,689943,0.82712765,6.6e-06,1345,0.00562288,False,,,,,45,1
+25,100000,0.0,128,False,689943,0.82712765,6.6e-06,1345,0.00562288,False,,,,,45,2
+26,100000,0.16892187,32,False,687472,0.9349029,0.00020246,266,0.05301261,True,,,,60.0,45,0
+26,100000,0.0,32,False,687472,0.9349029,0.00020246,266,0.05301261,True,,,,60.0,45,1
+26,100000,0.22157031,32,False,687472,0.9349029,0.00020246,266,0.05301261,True,,,,60.0,45,2
+27,100000,0.0,64,False,889377,0.72514154,2.426e-05,1999,0.06651223,False,,,,,45,0
+27,100000,0.0,64,False,889377,0.72514154,2.426e-05,1999,0.06651223,False,,,,,45,1
+27,100000,0.0,64,False,889377,0.72514154,2.426e-05,1999,0.06651223,False,,,,,45,2
+28,100000,0.0,128,True,163647,0.50352303,0.00011295,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,,45,0
+28,100000,0.0,128,True,163647,0.50352303,0.00011295,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,,45,1
+28,100000,0.0,128,True,163647,0.50352303,0.00011295,1011,0.00578713,False,0.68255092,0.66147991,3.4e-07,,45,2
+29,100000,0.0,32,False,132503,0.67959574,0.0006077,792,0.02581137,False,,,,,45,0
+29,100000,0.0,32,False,132503,0.67959574,0.0006077,792,0.02581137,False,,,,,45,1
+29,100000,0.0,32,False,132503,0.67959574,0.0006077,792,0.02581137,False,,,,,45,2
+30,100000,0.0,32,False,955463,0.89677549,3.2e-06,224,0.06448721,False,,,,,45,0
+30,100000,0.0,32,False,955463,0.89677549,3.2e-06,224,0.06448721,False,,,,,45,1
+30,100000,0.0,32,False,955463,0.89677549,3.2e-06,224,0.06448721,False,,,,,45,2
+31,100000,0.0,64,False,537734,0.84244273,0.00155599,963,0.11811727,True,,,,82.0,45,0
+31,100000,0.0,64,False,537734,0.84244273,0.00155599,963,0.11811727,True,,,,82.0,45,1
+31,100000,0.0,64,False,537734,0.84244273,0.00155599,963,0.11811727,True,,,,82.0,45,2
+0,100000,0.51022655,32,False,589718,0.60405949,7.71e-06,477,0.13330537,True,,,,82.0,44,0
+0,100000,0.0,32,False,589718,0.60405949,7.71e-06,477,0.13330537,True,,,,82.0,44,1
+0,100000,0.27379686,32,False,589718,0.60405949,7.71e-06,477,0.13330537,True,,,,82.0,44,2
 1,100000,0.0,128,True,486242,0.56617915,0.00069243,409,0.00849838,True,0.01195996,0.08682513,2.654e-05,54.0,44,0
 1,100000,0.0,128,True,486242,0.56617915,0.00069243,409,0.00849838,True,0.01195996,0.08682513,2.654e-05,54.0,44,1
 1,100000,0.0,128,True,486242,0.56617915,0.00069243,409,0.00849838,True,0.01195996,0.08682513,2.654e-05,54.0,44,2
 2,100000,0.0,128,True,429823,0.52440828,1.093e-05,1286,0.0039832,True,0.36890697,0.2754745,0.00032449,54.0,44,0
 2,100000,0.0,128,True,429823,0.52440828,1.093e-05,1286,0.0039832,True,0.36890697,0.2754745,0.00032449,54.0,44,1
 2,100000,0.0,128,True,429823,0.52440828,1.093e-05,1286,0.0039832,True,0.36890697,0.2754745,0.00032449,54.0,44,2
-3,100000,0.0,32,False,292375,0.74230198,0.00019879,89,0.00727552,True,NaN,NaN,NaN,78.0,44,0
-3,100000,0.0,32,False,292375,0.74230198,0.00019879,89,0.00727552,True,NaN,NaN,NaN,78.0,44,1
-3,100000,0.0,32,False,292375,0.74230198,0.00019879,89,0.00727552,True,NaN,NaN,NaN,78.0,44,2
-4,100000,0.0,64,False,7840,0.70120682,2.013e-05,1892,0.09696228,False,NaN,NaN,NaN,NaN,44,0
-4,100000,0.0,64,False,7840,0.70120682,2.013e-05,1892,0.09696228,False,NaN,NaN,NaN,NaN,44,1
-4,100000,0.8348594,64,False,7840,0.70120682,2.013e-05,1892,0.09696228,False,NaN,NaN,NaN,NaN,44,2
-5,100000,0.0,32,True,258340,0.75378414,1.04e-06,1809,0.19939887,False,0.63793351,0.64285273,2.3e-07,NaN,44,0
-5,100000,0.0,32,True,258340,0.75378414,1.04e-06,1809,0.19939887,False,0.63793351,0.64285273,2.3e-07,NaN,44,1
-5,100000,0.0,32,True,258340,0.75378414,1.04e-06,1809,0.19939887,False,0.63793351,0.64285273,2.3e-07,NaN,44,2
-6,100000,0.0,32,False,90352,0.56480856,0.00026182,84,0.17873921,False,NaN,NaN,NaN,NaN,44,0
-6,100000,0.0,32,False,90352,0.56480856,0.00026182,84,0.17873921,False,NaN,NaN,NaN,NaN,44,1
-6,100000,0.0,32,False,90352,0.56480856,0.00026182,84,0.17873921,False,NaN,NaN,NaN,NaN,44,2
-7,100000,0.0,32,True,952615,0.74151078,0.00029039,1933,0.12170432,False,0.38009021,0.75094484,1.494e-05,NaN,44,0
-7,100000,0.0,32,True,952615,0.74151078,0.00029039,1933,0.12170432,False,0.38009021,0.75094484,1.494e-05,NaN,44,1
-7,100000,0.0,32,True,952615,0.74151078,0.00029039,1933,0.12170432,False,0.38009021,0.75094484,1.494e-05,NaN,44,2
+3,100000,0.0,32,False,292375,0.74230198,0.00019879,89,0.00727552,True,,,,78.0,44,0
+3,100000,0.0,32,False,292375,0.74230198,0.00019879,89,0.00727552,True,,,,78.0,44,1
+3,100000,0.0,32,False,292375,0.74230198,0.00019879,89,0.00727552,True,,,,78.0,44,2
+4,100000,0.0,64,False,7840,0.70120682,2.013e-05,1892,0.09696228,False,,,,,44,0
+4,100000,0.0,64,False,7840,0.70120682,2.013e-05,1892,0.09696228,False,,,,,44,1
+4,100000,0.8348594,64,False,7840,0.70120682,2.013e-05,1892,0.09696228,False,,,,,44,2
+5,100000,0.0,32,True,258340,0.75378414,1.04e-06,1809,0.19939887,False,0.63793351,0.64285273,2.3e-07,,44,0
+5,100000,0.0,32,True,258340,0.75378414,1.04e-06,1809,0.19939887,False,0.63793351,0.64285273,2.3e-07,,44,1
+5,100000,0.0,32,True,258340,0.75378414,1.04e-06,1809,0.19939887,False,0.63793351,0.64285273,2.3e-07,,44,2
+6,100000,0.0,32,False,90352,0.56480856,0.00026182,84,0.17873921,False,,,,,44,0
+6,100000,0.0,32,False,90352,0.56480856,0.00026182,84,0.17873921,False,,,,,44,1
+6,100000,0.0,32,False,90352,0.56480856,0.00026182,84,0.17873921,False,,,,,44,2
+7,100000,0.0,32,True,952615,0.74151078,0.00029039,1933,0.12170432,False,0.38009021,0.75094484,1.494e-05,,44,0
+7,100000,0.0,32,True,952615,0.74151078,0.00029039,1933,0.12170432,False,0.38009021,0.75094484,1.494e-05,,44,1
+7,100000,0.0,32,True,952615,0.74151078,0.00029039,1933,0.12170432,False,0.38009021,0.75094484,1.494e-05,,44,2
 8,100000,0.0,128,True,5215,0.88865332,0.05801418,668,0.19185639,True,0.97014067,0.593698,3.26e-05,24.0,44,0
 8,100000,0.0,128,True,5215,0.88865332,0.05801418,668,0.19185639,True,0.97014067,0.593698,3.26e-05,24.0,44,1
 8,100000,0.0,128,True,5215,0.88865332,0.05801418,668,0.19185639,True,0.97014067,0.593698,3.26e-05,24.0,44,2
@@ -224,132 +224,132 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 10,100000,0.953875,32,True,538803,0.86800026,5.16e-06,582,0.16141526,True,0.69525754,0.77886701,7.653e-05,32.0,44,0
 10,100000,0.27351564,32,True,538803,0.86800026,5.16e-06,582,0.16141526,True,0.69525754,0.77886701,7.653e-05,32.0,44,1
 10,100000,0.5268359,32,True,538803,0.86800026,5.16e-06,582,0.16141526,True,0.69525754,0.77886701,7.653e-05,32.0,44,2
-11,100000,0.0,32,False,667739,0.88604833,0.01188009,1599,0.17762618,True,NaN,NaN,NaN,69.0,44,0
-11,100000,0.0,32,False,667739,0.88604833,0.01188009,1599,0.17762618,True,NaN,NaN,NaN,69.0,44,1
-11,100000,0.0,32,False,667739,0.88604833,0.01188009,1599,0.17762618,True,NaN,NaN,NaN,69.0,44,2
-12,100000,0.0,64,True,216505,0.94349529,0.0003839,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,NaN,44,0
-12,100000,0.0,64,True,216505,0.94349529,0.0003839,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,NaN,44,1
-12,100000,0.0,64,True,216505,0.94349529,0.0003839,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,NaN,44,2
-13,100000,0.0,64,True,389901,0.74697225,0.00613272,111,0.01774782,False,0.52483843,0.30114475,2.85e-06,NaN,44,0
-13,100000,0.0,64,True,389901,0.74697225,0.00613272,111,0.01774782,False,0.52483843,0.30114475,2.85e-06,NaN,44,1
-13,100000,0.0,64,True,389901,0.74697225,0.00613272,111,0.01774782,False,0.52483843,0.30114475,2.85e-06,NaN,44,2
-14,100000,0.0,128,True,339710,0.90894633,5.559e-05,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,NaN,44,0
-14,100000,0.0,128,True,339710,0.90894633,5.559e-05,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,NaN,44,1
-14,100000,0.0,128,True,339710,0.90894633,5.559e-05,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,NaN,44,2
+11,100000,0.0,32,False,667739,0.88604833,0.01188009,1599,0.17762618,True,,,,69.0,44,0
+11,100000,0.0,32,False,667739,0.88604833,0.01188009,1599,0.17762618,True,,,,69.0,44,1
+11,100000,0.0,32,False,667739,0.88604833,0.01188009,1599,0.17762618,True,,,,69.0,44,2
+12,100000,0.0,64,True,216505,0.94349529,0.0003839,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,,44,0
+12,100000,0.0,64,True,216505,0.94349529,0.0003839,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,,44,1
+12,100000,0.0,64,True,216505,0.94349529,0.0003839,1383,0.11232178,False,0.99877785,0.43172068,2.4e-07,,44,2
+13,100000,0.0,64,True,389901,0.74697225,0.00613272,111,0.01774782,False,0.52483843,0.30114475,2.85e-06,,44,0
+13,100000,0.0,64,True,389901,0.74697225,0.00613272,111,0.01774782,False,0.52483843,0.30114475,2.85e-06,,44,1
+13,100000,0.0,64,True,389901,0.74697225,0.00613272,111,0.01774782,False,0.52483843,0.30114475,2.85e-06,,44,2
+14,100000,0.0,128,True,339710,0.90894633,5.559e-05,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,,44,0
+14,100000,0.0,128,True,339710,0.90894633,5.559e-05,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,,44,1
+14,100000,0.0,128,True,339710,0.90894633,5.559e-05,286,0.18319547,False,0.8453816,0.42208652,3.39e-06,,44,2
 15,100000,0.0,128,True,181952,0.95521004,1.149e-05,520,0.08985127,True,0.2122377,0.35170169,1.71e-06,65.0,44,0
 15,100000,0.0,128,True,181952,0.95521004,1.149e-05,520,0.08985127,True,0.2122377,0.35170169,1.71e-06,65.0,44,1
 15,100000,0.0,128,True,181952,0.95521004,1.149e-05,520,0.08985127,True,0.2122377,0.35170169,1.71e-06,65.0,44,2
-16,100000,0.0,128,False,738989,0.66098032,0.00978345,667,0.13099956,True,NaN,NaN,NaN,30.0,44,0
-16,100000,0.0,128,False,738989,0.66098032,0.00978345,667,0.13099956,True,NaN,NaN,NaN,30.0,44,1
-16,100000,0.0,128,False,738989,0.66098032,0.00978345,667,0.13099956,True,NaN,NaN,NaN,30.0,44,2
-17,100000,0.0,32,False,21637,0.63414339,0.00801771,561,0.16307777,False,NaN,NaN,NaN,NaN,44,0
-17,100000,0.0,32,False,21637,0.63414339,0.00801771,561,0.16307777,False,NaN,NaN,NaN,NaN,44,1
-17,100000,0.0,32,False,21637,0.63414339,0.00801771,561,0.16307777,False,NaN,NaN,NaN,NaN,44,2
-18,100000,0.0,64,True,416828,0.56459549,5.028e-05,518,0.03470071,False,0.32548914,0.55348207,7.388e-05,NaN,44,0
-18,100000,0.0,64,True,416828,0.56459549,5.028e-05,518,0.03470071,False,0.32548914,0.55348207,7.388e-05,NaN,44,1
-18,100000,0.0,64,True,416828,0.56459549,5.028e-05,518,0.03470071,False,0.32548914,0.55348207,7.388e-05,NaN,44,2
-19,100000,0.0,64,False,575158,0.82552957,0.00026878,1962,0.0212163,False,NaN,NaN,NaN,NaN,44,0
-19,100000,0.0,64,False,575158,0.82552957,0.00026878,1962,0.0212163,False,NaN,NaN,NaN,NaN,44,1
-19,100000,0.0,64,False,575158,0.82552957,0.00026878,1962,0.0212163,False,NaN,NaN,NaN,NaN,44,2
+16,100000,0.0,128,False,738989,0.66098032,0.00978345,667,0.13099956,True,,,,30.0,44,0
+16,100000,0.0,128,False,738989,0.66098032,0.00978345,667,0.13099956,True,,,,30.0,44,1
+16,100000,0.0,128,False,738989,0.66098032,0.00978345,667,0.13099956,True,,,,30.0,44,2
+17,100000,0.0,32,False,21637,0.63414339,0.00801771,561,0.16307777,False,,,,,44,0
+17,100000,0.0,32,False,21637,0.63414339,0.00801771,561,0.16307777,False,,,,,44,1
+17,100000,0.0,32,False,21637,0.63414339,0.00801771,561,0.16307777,False,,,,,44,2
+18,100000,0.0,64,True,416828,0.56459549,5.028e-05,518,0.03470071,False,0.32548914,0.55348207,7.388e-05,,44,0
+18,100000,0.0,64,True,416828,0.56459549,5.028e-05,518,0.03470071,False,0.32548914,0.55348207,7.388e-05,,44,1
+18,100000,0.0,64,True,416828,0.56459549,5.028e-05,518,0.03470071,False,0.32548914,0.55348207,7.388e-05,,44,2
+19,100000,0.0,64,False,575158,0.82552957,0.00026878,1962,0.0212163,False,,,,,44,0
+19,100000,0.0,64,False,575158,0.82552957,0.00026878,1962,0.0212163,False,,,,,44,1
+19,100000,0.0,64,False,575158,0.82552957,0.00026878,1962,0.0212163,False,,,,,44,2
 20,100000,0.0,128,True,139283,0.60606742,2.59e-06,467,0.08455563,True,0.34729349,0.37676514,2.7e-07,39.0,44,0
 20,100000,0.0,128,True,139283,0.60606742,2.59e-06,467,0.08455563,True,0.34729349,0.37676514,2.7e-07,39.0,44,1
 20,100000,0.0,128,True,139283,0.60606742,2.59e-06,467,0.08455563,True,0.34729349,0.37676514,2.7e-07,39.0,44,2
-21,100000,0.0,32,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,NaN,44,0
-21,100000,0.0,32,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,NaN,44,1
-21,100000,0.0,32,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,NaN,44,2
-22,100000,0.91734374,64,False,391981,0.57455412,0.00027917,745,0.05680797,False,NaN,NaN,NaN,NaN,44,0
-22,100000,0.0,64,False,391981,0.57455412,0.00027917,745,0.05680797,False,NaN,NaN,NaN,NaN,44,1
-22,100000,0.5411953,64,False,391981,0.57455412,0.00027917,745,0.05680797,False,NaN,NaN,NaN,NaN,44,2
-23,100000,0.0,128,False,202652,0.82612306,0.01370478,421,0.13829399,False,NaN,NaN,NaN,NaN,44,0
-23,100000,0.0,128,False,202652,0.82612306,0.01370478,421,0.13829399,False,NaN,NaN,NaN,NaN,44,1
-23,100000,0.0,128,False,202652,0.82612306,0.01370478,421,0.13829399,False,NaN,NaN,NaN,NaN,44,2
-24,100000,0.0,64,False,925144,0.77259068,0.00101839,496,0.04753612,True,NaN,NaN,NaN,12.0,44,0
-24,100000,0.0,64,False,925144,0.77259068,0.00101839,496,0.04753612,True,NaN,NaN,NaN,12.0,44,1
-24,100000,0.0,64,False,925144,0.77259068,0.00101839,496,0.04753612,True,NaN,NaN,NaN,12.0,44,2
-25,100000,0.0,32,False,325307,0.96811572,0.00032191,310,0.15066087,True,NaN,NaN,NaN,32.0,44,0
-25,100000,0.0,32,False,325307,0.96811572,0.00032191,310,0.15066087,True,NaN,NaN,NaN,32.0,44,1
-25,100000,0.0,32,False,325307,0.96811572,0.00032191,310,0.15066087,True,NaN,NaN,NaN,32.0,44,2
+21,100000,0.0,32,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,,44,0
+21,100000,0.0,32,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,,44,1
+21,100000,0.0,32,True,46173,0.66790079,5.22e-06,996,0.14057994,False,0.19690721,0.10476481,0.00089554,,44,2
+22,100000,0.91734374,64,False,391981,0.57455412,0.00027917,745,0.05680797,False,,,,,44,0
+22,100000,0.0,64,False,391981,0.57455412,0.00027917,745,0.05680797,False,,,,,44,1
+22,100000,0.5411953,64,False,391981,0.57455412,0.00027917,745,0.05680797,False,,,,,44,2
+23,100000,0.0,128,False,202652,0.82612306,0.01370478,421,0.13829399,False,,,,,44,0
+23,100000,0.0,128,False,202652,0.82612306,0.01370478,421,0.13829399,False,,,,,44,1
+23,100000,0.0,128,False,202652,0.82612306,0.01370478,421,0.13829399,False,,,,,44,2
+24,100000,0.0,64,False,925144,0.77259068,0.00101839,496,0.04753612,True,,,,12.0,44,0
+24,100000,0.0,64,False,925144,0.77259068,0.00101839,496,0.04753612,True,,,,12.0,44,1
+24,100000,0.0,64,False,925144,0.77259068,0.00101839,496,0.04753612,True,,,,12.0,44,2
+25,100000,0.0,32,False,325307,0.96811572,0.00032191,310,0.15066087,True,,,,32.0,44,0
+25,100000,0.0,32,False,325307,0.96811572,0.00032191,310,0.15066087,True,,,,32.0,44,1
+25,100000,0.0,32,False,325307,0.96811572,0.00032191,310,0.15066087,True,,,,32.0,44,2
 26,100000,0.0,64,True,713100,0.88889122,0.00407595,151,0.16569368,True,0.36856848,0.03676172,8e-07,12.0,44,0
 26,100000,0.0,64,True,713100,0.88889122,0.00407595,151,0.16569368,True,0.36856848,0.03676172,8e-07,12.0,44,1
 26,100000,0.0,64,True,713100,0.88889122,0.00407595,151,0.16569368,True,0.36856848,0.03676172,8e-07,12.0,44,2
-27,100000,0.0,64,False,702021,0.60034678,0.00015222,1251,0.17680689,False,NaN,NaN,NaN,NaN,44,0
-27,100000,0.0,64,False,702021,0.60034678,0.00015222,1251,0.17680689,False,NaN,NaN,NaN,NaN,44,1
-27,100000,0.0,64,False,702021,0.60034678,0.00015222,1251,0.17680689,False,NaN,NaN,NaN,NaN,44,2
-28,100000,0.0,128,True,274971,0.78736503,0.00549121,1569,0.15070177,False,0.25195792,0.33276489,4.659e-05,NaN,44,0
-28,100000,0.0,128,True,274971,0.78736503,0.00549121,1569,0.15070177,False,0.25195792,0.33276489,4.659e-05,NaN,44,1
-28,100000,0.0,128,True,274971,0.78736503,0.00549121,1569,0.15070177,False,0.25195792,0.33276489,4.659e-05,NaN,44,2
+27,100000,0.0,64,False,702021,0.60034678,0.00015222,1251,0.17680689,False,,,,,44,0
+27,100000,0.0,64,False,702021,0.60034678,0.00015222,1251,0.17680689,False,,,,,44,1
+27,100000,0.0,64,False,702021,0.60034678,0.00015222,1251,0.17680689,False,,,,,44,2
+28,100000,0.0,128,True,274971,0.78736503,0.00549121,1569,0.15070177,False,0.25195792,0.33276489,4.659e-05,,44,0
+28,100000,0.0,128,True,274971,0.78736503,0.00549121,1569,0.15070177,False,0.25195792,0.33276489,4.659e-05,,44,1
+28,100000,0.0,128,True,274971,0.78736503,0.00549121,1569,0.15070177,False,0.25195792,0.33276489,4.659e-05,,44,2
 29,100000,0.9656875,32,True,499700,0.73741501,0.00375929,1330,0.06853506,True,0.41034523,0.97771042,6.105e-05,95.0,44,0
 29,100000,0.0,32,True,499700,0.73741501,0.00375929,1330,0.06853506,True,0.41034523,0.97771042,6.105e-05,95.0,44,1
 29,100000,0.7503828,32,True,499700,0.73741501,0.00375929,1330,0.06853506,True,0.41034523,0.97771042,6.105e-05,95.0,44,2
-30,100000,0.0,64,False,440455,0.62377841,0.00258766,539,0.18099445,False,NaN,NaN,NaN,NaN,44,0
-30,100000,0.0,64,False,440455,0.62377841,0.00258766,539,0.18099445,False,NaN,NaN,NaN,NaN,44,1
-30,100000,0.0,64,False,440455,0.62377841,0.00258766,539,0.18099445,False,NaN,NaN,NaN,NaN,44,2
-31,100000,0.0,64,False,353031,0.68982346,0.00127738,1059,0.0667168,True,NaN,NaN,NaN,18.0,44,0
-31,100000,0.0,64,False,353031,0.68982346,0.00127738,1059,0.0667168,True,NaN,NaN,NaN,18.0,44,1
-31,100000,0.0,64,False,353031,0.68982346,0.00127738,1059,0.0667168,True,NaN,NaN,NaN,18.0,44,2
+30,100000,0.0,64,False,440455,0.62377841,0.00258766,539,0.18099445,False,,,,,44,0
+30,100000,0.0,64,False,440455,0.62377841,0.00258766,539,0.18099445,False,,,,,44,1
+30,100000,0.0,64,False,440455,0.62377841,0.00258766,539,0.18099445,False,,,,,44,2
+31,100000,0.0,64,False,353031,0.68982346,0.00127738,1059,0.0667168,True,,,,18.0,44,0
+31,100000,0.0,64,False,353031,0.68982346,0.00127738,1059,0.0667168,True,,,,18.0,44,1
+31,100000,0.0,64,False,353031,0.68982346,0.00127738,1059,0.0667168,True,,,,18.0,44,2
 0,100000,0.0,32,True,148418,0.51450691,1.92e-06,32,0.1114579,True,0.54777049,0.91105155,4.44e-06,45.0,43,0
 0,100000,0.0,32,True,148418,0.51450691,1.92e-06,32,0.1114579,True,0.54777049,0.91105155,4.44e-06,45.0,43,1
 0,100000,0.0,32,True,148418,0.51450691,1.92e-06,32,0.1114579,True,0.54777049,0.91105155,4.44e-06,45.0,43,2
-1,100000,0.0,64,False,787150,0.80477994,2.829e-05,724,0.11642161,True,NaN,NaN,NaN,24.0,43,0
-1,100000,0.0,64,False,787150,0.80477994,2.829e-05,724,0.11642161,True,NaN,NaN,NaN,24.0,43,1
-1,100000,0.0,64,False,787150,0.80477994,2.829e-05,724,0.11642161,True,NaN,NaN,NaN,24.0,43,2
-2,100000,0.0,64,False,955148,0.97077712,0.01676832,116,0.04913854,False,NaN,NaN,NaN,NaN,43,0
-2,100000,0.0,64,False,955148,0.97077712,0.01676832,116,0.04913854,False,NaN,NaN,NaN,NaN,43,1
-2,100000,0.0,64,False,955148,0.97077712,0.01676832,116,0.04913854,False,NaN,NaN,NaN,NaN,43,2
-3,100000,0.0,128,True,86644,0.65214165,0.00608278,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,NaN,43,0
-3,100000,0.0,128,True,86644,0.65214165,0.00608278,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,NaN,43,1
-3,100000,0.0,128,True,86644,0.65214165,0.00608278,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,NaN,43,2
-4,100000,0.0,32,False,295593,0.73430828,0.0912492,1614,0.05999268,True,NaN,NaN,NaN,4.0,43,0
-4,100000,0.0,32,False,295593,0.73430828,0.0912492,1614,0.05999268,True,NaN,NaN,NaN,4.0,43,1
-4,100000,0.0,32,False,295593,0.73430828,0.0912492,1614,0.05999268,True,NaN,NaN,NaN,4.0,43,2
-5,100000,0.0,128,False,559012,0.83862908,7.22e-06,104,0.07808968,False,NaN,NaN,NaN,NaN,43,0
-5,100000,0.0,128,False,559012,0.83862908,7.22e-06,104,0.07808968,False,NaN,NaN,NaN,NaN,43,1
-5,100000,0.0,128,False,559012,0.83862908,7.22e-06,104,0.07808968,False,NaN,NaN,NaN,NaN,43,2
-6,100000,0.08474219,32,False,527931,0.51354052,0.00053255,1054,0.03124912,False,NaN,NaN,NaN,NaN,43,0
-6,100000,0.0,32,False,527931,0.51354052,0.00053255,1054,0.03124912,False,NaN,NaN,NaN,NaN,43,1
-6,100000,0.0,32,False,527931,0.51354052,0.00053255,1054,0.03124912,False,NaN,NaN,NaN,NaN,43,2
-7,100000,0.0,64,False,105719,0.94077995,3.084e-05,674,0.01682252,True,NaN,NaN,NaN,72.0,43,0
-7,100000,0.0,64,False,105719,0.94077995,3.084e-05,674,0.01682252,True,NaN,NaN,NaN,72.0,43,1
-7,100000,0.0,64,False,105719,0.94077995,3.084e-05,674,0.01682252,True,NaN,NaN,NaN,72.0,43,2
+1,100000,0.0,64,False,787150,0.80477994,2.829e-05,724,0.11642161,True,,,,24.0,43,0
+1,100000,0.0,64,False,787150,0.80477994,2.829e-05,724,0.11642161,True,,,,24.0,43,1
+1,100000,0.0,64,False,787150,0.80477994,2.829e-05,724,0.11642161,True,,,,24.0,43,2
+2,100000,0.0,64,False,955148,0.97077712,0.01676832,116,0.04913854,False,,,,,43,0
+2,100000,0.0,64,False,955148,0.97077712,0.01676832,116,0.04913854,False,,,,,43,1
+2,100000,0.0,64,False,955148,0.97077712,0.01676832,116,0.04913854,False,,,,,43,2
+3,100000,0.0,128,True,86644,0.65214165,0.00608278,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,,43,0
+3,100000,0.0,128,True,86644,0.65214165,0.00608278,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,,43,1
+3,100000,0.0,128,True,86644,0.65214165,0.00608278,1282,0.08299701,False,0.62981061,0.5938337,6.519e-05,,43,2
+4,100000,0.0,32,False,295593,0.73430828,0.0912492,1614,0.05999268,True,,,,4.0,43,0
+4,100000,0.0,32,False,295593,0.73430828,0.0912492,1614,0.05999268,True,,,,4.0,43,1
+4,100000,0.0,32,False,295593,0.73430828,0.0912492,1614,0.05999268,True,,,,4.0,43,2
+5,100000,0.0,128,False,559012,0.83862908,7.22e-06,104,0.07808968,False,,,,,43,0
+5,100000,0.0,128,False,559012,0.83862908,7.22e-06,104,0.07808968,False,,,,,43,1
+5,100000,0.0,128,False,559012,0.83862908,7.22e-06,104,0.07808968,False,,,,,43,2
+6,100000,0.08474219,32,False,527931,0.51354052,0.00053255,1054,0.03124912,False,,,,,43,0
+6,100000,0.0,32,False,527931,0.51354052,0.00053255,1054,0.03124912,False,,,,,43,1
+6,100000,0.0,32,False,527931,0.51354052,0.00053255,1054,0.03124912,False,,,,,43,2
+7,100000,0.0,64,False,105719,0.94077995,3.084e-05,674,0.01682252,True,,,,72.0,43,0
+7,100000,0.0,64,False,105719,0.94077995,3.084e-05,674,0.01682252,True,,,,72.0,43,1
+7,100000,0.0,64,False,105719,0.94077995,3.084e-05,674,0.01682252,True,,,,72.0,43,2
 8,100000,0.0,128,True,744497,0.58201579,0.0379177,1261,0.06686598,True,0.31449423,0.93256208,0.00016768,25.0,43,0
 8,100000,0.0,128,True,744497,0.58201579,0.0379177,1261,0.06686598,True,0.31449423,0.93256208,0.00016768,25.0,43,1
 8,100000,0.0,128,True,744497,0.58201579,0.0379177,1261,0.06686598,True,0.31449423,0.93256208,0.00016768,25.0,43,2
-9,100000,0.0,64,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,NaN,43,0
-9,100000,0.0,64,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,NaN,43,1
-9,100000,0.0,64,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,NaN,43,2
-10,100000,0.0,64,False,660411,0.6308016,0.00016687,308,0.00982639,False,NaN,NaN,NaN,NaN,43,0
-10,100000,0.0,64,False,660411,0.6308016,0.00016687,308,0.00982639,False,NaN,NaN,NaN,NaN,43,1
-10,100000,0.0,64,False,660411,0.6308016,0.00016687,308,0.00982639,False,NaN,NaN,NaN,NaN,43,2
-11,100000,0.96674216,128,True,684184,0.62600473,6.643e-05,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,NaN,43,0
-11,100000,0.96329683,128,True,684184,0.62600473,6.643e-05,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,NaN,43,1
-11,100000,0.0,128,True,684184,0.62600473,6.643e-05,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,NaN,43,2
-12,100000,0.92528903,128,False,203568,0.62172763,0.00101451,643,0.03027329,False,NaN,NaN,NaN,NaN,43,0
-12,100000,0.8473203,128,False,203568,0.62172763,0.00101451,643,0.03027329,False,NaN,NaN,NaN,NaN,43,1
-12,100000,0.9644922,128,False,203568,0.62172763,0.00101451,643,0.03027329,False,NaN,NaN,NaN,NaN,43,2
-13,100000,0.0,32,True,879681,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,NaN,43,0
-13,100000,0.0,32,True,879681,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,NaN,43,1
-13,100000,0.0,32,True,879681,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,NaN,43,2
+9,100000,0.0,64,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,,43,0
+9,100000,0.0,64,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,,43,1
+9,100000,0.0,64,True,88129,0.51809289,0.00084275,1846,0.10063583,False,0.7478368,0.7751348,6.558e-05,,43,2
+10,100000,0.0,64,False,660411,0.6308016,0.00016687,308,0.00982639,False,,,,,43,0
+10,100000,0.0,64,False,660411,0.6308016,0.00016687,308,0.00982639,False,,,,,43,1
+10,100000,0.0,64,False,660411,0.6308016,0.00016687,308,0.00982639,False,,,,,43,2
+11,100000,0.96674216,128,True,684184,0.62600473,6.643e-05,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,,43,0
+11,100000,0.96329683,128,True,684184,0.62600473,6.643e-05,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,,43,1
+11,100000,0.0,128,True,684184,0.62600473,6.643e-05,250,0.16287282,False,0.71102375,0.94560483,3.5e-07,,43,2
+12,100000,0.92528903,128,False,203568,0.62172763,0.00101451,643,0.03027329,False,,,,,43,0
+12,100000,0.8473203,128,False,203568,0.62172763,0.00101451,643,0.03027329,False,,,,,43,1
+12,100000,0.9644922,128,False,203568,0.62172763,0.00101451,643,0.03027329,False,,,,,43,2
+13,100000,0.0,32,True,879681,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,,43,0
+13,100000,0.0,32,True,879681,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,,43,1
+13,100000,0.0,32,True,879681,0.85948462,0.00421633,917,0.1434864,False,0.63616359,0.98389091,0.00011707,,43,2
 14,100000,0.0,64,True,984140,0.95109345,7.97e-06,1769,0.00421314,True,0.54225785,0.29599484,2.721e-05,83.0,43,0
 14,100000,0.0,64,True,984140,0.95109345,7.97e-06,1769,0.00421314,True,0.54225785,0.29599484,2.721e-05,83.0,43,1
 14,100000,0.0,64,True,984140,0.95109345,7.97e-06,1769,0.00421314,True,0.54225785,0.29599484,2.721e-05,83.0,43,2
-15,100000,0.0,64,False,925170,0.96898131,0.09845206,158,0.1774289,False,NaN,NaN,NaN,NaN,43,0
-15,100000,0.0,64,False,925170,0.96898131,0.09845206,158,0.1774289,False,NaN,NaN,NaN,NaN,43,1
-15,100000,0.0,64,False,925170,0.96898131,0.09845206,158,0.1774289,False,NaN,NaN,NaN,NaN,43,2
-16,100000,0.0,32,False,922375,0.6490902,1.2e-06,210,0.18743212,False,NaN,NaN,NaN,NaN,43,0
-16,100000,0.0,32,False,922375,0.6490902,1.2e-06,210,0.18743212,False,NaN,NaN,NaN,NaN,43,1
-16,100000,0.13091406,32,False,922375,0.6490902,1.2e-06,210,0.18743212,False,NaN,NaN,NaN,NaN,43,2
-17,100000,0.0,64,False,683293,0.99008649,0.00083776,1823,0.02538879,False,NaN,NaN,NaN,NaN,43,0
-17,100000,0.0,64,False,683293,0.99008649,0.00083776,1823,0.02538879,False,NaN,NaN,NaN,NaN,43,1
-17,100000,0.0,64,False,683293,0.99008649,0.00083776,1823,0.02538879,False,NaN,NaN,NaN,NaN,43,2
-18,100000,0.0,32,False,123177,0.88627883,0.0552053,307,0.01223278,True,NaN,NaN,NaN,35.0,43,0
-18,100000,0.0,32,False,123177,0.88627883,0.0552053,307,0.01223278,True,NaN,NaN,NaN,35.0,43,1
-18,100000,0.0,32,False,123177,0.88627883,0.0552053,307,0.01223278,True,NaN,NaN,NaN,35.0,43,2
+15,100000,0.0,64,False,925170,0.96898131,0.09845206,158,0.1774289,False,,,,,43,0
+15,100000,0.0,64,False,925170,0.96898131,0.09845206,158,0.1774289,False,,,,,43,1
+15,100000,0.0,64,False,925170,0.96898131,0.09845206,158,0.1774289,False,,,,,43,2
+16,100000,0.0,32,False,922375,0.6490902,1.2e-06,210,0.18743212,False,,,,,43,0
+16,100000,0.0,32,False,922375,0.6490902,1.2e-06,210,0.18743212,False,,,,,43,1
+16,100000,0.13091406,32,False,922375,0.6490902,1.2e-06,210,0.18743212,False,,,,,43,2
+17,100000,0.0,64,False,683293,0.99008649,0.00083776,1823,0.02538879,False,,,,,43,0
+17,100000,0.0,64,False,683293,0.99008649,0.00083776,1823,0.02538879,False,,,,,43,1
+17,100000,0.0,64,False,683293,0.99008649,0.00083776,1823,0.02538879,False,,,,,43,2
+18,100000,0.0,32,False,123177,0.88627883,0.0552053,307,0.01223278,True,,,,35.0,43,0
+18,100000,0.0,32,False,123177,0.88627883,0.0552053,307,0.01223278,True,,,,35.0,43,1
+18,100000,0.0,32,False,123177,0.88627883,0.0552053,307,0.01223278,True,,,,35.0,43,2
 19,100000,0.0,64,True,571653,0.86266403,0.00026939,1114,0.01640626,True,0.40429776,0.44362335,2.92e-06,66.0,43,0
 19,100000,0.0,64,True,571653,0.86266403,0.00026939,1114,0.01640626,True,0.40429776,0.44362335,2.92e-06,66.0,43,1
 19,100000,0.0,64,True,571653,0.86266403,0.00026939,1114,0.01640626,True,0.40429776,0.44362335,2.92e-06,66.0,43,2
-20,100000,0.0,128,False,969301,0.85788864,0.01815162,1732,0.10812724,False,NaN,NaN,NaN,NaN,43,0
-20,100000,0.0,128,False,969301,0.85788864,0.01815162,1732,0.10812724,False,NaN,NaN,NaN,NaN,43,1
-20,100000,0.0,128,False,969301,0.85788864,0.01815162,1732,0.10812724,False,NaN,NaN,NaN,NaN,43,2
+20,100000,0.0,128,False,969301,0.85788864,0.01815162,1732,0.10812724,False,,,,,43,0
+20,100000,0.0,128,False,969301,0.85788864,0.01815162,1732,0.10812724,False,,,,,43,1
+20,100000,0.0,128,False,969301,0.85788864,0.01815162,1732,0.10812724,False,,,,,43,2
 21,100000,0.0,128,True,646530,0.79653604,3.07e-06,1828,0.16662835,True,0.21160086,0.90755836,1.96e-06,13.0,43,0
 21,100000,0.0,128,True,646530,0.79653604,3.07e-06,1828,0.16662835,True,0.21160086,0.90755836,1.96e-06,13.0,43,1
 21,100000,0.0,128,True,646530,0.79653604,3.07e-06,1828,0.16662835,True,0.21160086,0.90755836,1.96e-06,13.0,43,2
@@ -359,36 +359,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 23,100000,0.0,64,True,496472,0.65411903,0.0384205,275,0.05941999,True,0.99742543,0.07385023,1.12e-06,21.0,43,0
 23,100000,0.0,64,True,496472,0.65411903,0.0384205,275,0.05941999,True,0.99742543,0.07385023,1.12e-06,21.0,43,1
 23,100000,0.0,64,True,496472,0.65411903,0.0384205,275,0.05941999,True,0.99742543,0.07385023,1.12e-06,21.0,43,2
-24,100000,0.0,32,False,482360,0.70471195,0.02502786,520,0.09099824,True,NaN,NaN,NaN,40.0,43,0
-24,100000,0.0,32,False,482360,0.70471195,0.02502786,520,0.09099824,True,NaN,NaN,NaN,40.0,43,1
-24,100000,0.0,32,False,482360,0.70471195,0.02502786,520,0.09099824,True,NaN,NaN,NaN,40.0,43,2
+24,100000,0.0,32,False,482360,0.70471195,0.02502786,520,0.09099824,True,,,,40.0,43,0
+24,100000,0.0,32,False,482360,0.70471195,0.02502786,520,0.09099824,True,,,,40.0,43,1
+24,100000,0.0,32,False,482360,0.70471195,0.02502786,520,0.09099824,True,,,,40.0,43,2
 25,100000,0.0,128,True,702943,0.78178756,0.03594624,478,0.18142866,True,0.48774122,0.09809442,1.02e-06,62.0,43,0
 25,100000,0.0,128,True,702943,0.78178756,0.03594624,478,0.18142866,True,0.48774122,0.09809442,1.02e-06,62.0,43,1
 25,100000,0.0,128,True,702943,0.78178756,0.03594624,478,0.18142866,True,0.48774122,0.09809442,1.02e-06,62.0,43,2
-26,100000,0.0,64,False,451492,0.78308318,3.246e-05,1902,0.08021445,False,NaN,NaN,NaN,NaN,43,0
-26,100000,0.0,64,False,451492,0.78308318,3.246e-05,1902,0.08021445,False,NaN,NaN,NaN,NaN,43,1
-26,100000,0.0,64,False,451492,0.78308318,3.246e-05,1902,0.08021445,False,NaN,NaN,NaN,NaN,43,2
+26,100000,0.0,64,False,451492,0.78308318,3.246e-05,1902,0.08021445,False,,,,,43,0
+26,100000,0.0,64,False,451492,0.78308318,3.246e-05,1902,0.08021445,False,,,,,43,1
+26,100000,0.0,64,False,451492,0.78308318,3.246e-05,1902,0.08021445,False,,,,,43,2
 27,100000,0.0,128,True,150415,0.93097619,0.04958712,789,0.17072643,True,0.59356351,0.90877452,3.3e-07,30.0,43,0
 27,100000,0.0,128,True,150415,0.93097619,0.04958712,789,0.17072643,True,0.59356351,0.90877452,3.3e-07,30.0,43,1
 27,100000,0.0,128,True,150415,0.93097619,0.04958712,789,0.17072643,True,0.59356351,0.90877452,3.3e-07,30.0,43,2
-28,100000,0.0,128,True,902188,0.95569398,7.62e-05,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,NaN,43,0
-28,100000,0.0,128,True,902188,0.95569398,7.62e-05,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,NaN,43,1
-28,100000,0.0,128,True,902188,0.95569398,7.62e-05,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,NaN,43,2
-29,100000,0.0,128,False,583768,0.7240757,2.602e-05,986,0.06754,True,NaN,NaN,NaN,62.0,43,0
-29,100000,0.0,128,False,583768,0.7240757,2.602e-05,986,0.06754,True,NaN,NaN,NaN,62.0,43,1
-29,100000,0.0,128,False,583768,0.7240757,2.602e-05,986,0.06754,True,NaN,NaN,NaN,62.0,43,2
-30,100000,0.0,128,False,580829,0.78172794,0.016667,1633,0.10607532,True,NaN,NaN,NaN,48.0,43,0
-30,100000,0.0,128,False,580829,0.78172794,0.016667,1633,0.10607532,True,NaN,NaN,NaN,48.0,43,1
-30,100000,0.0,128,False,580829,0.78172794,0.016667,1633,0.10607532,True,NaN,NaN,NaN,48.0,43,2
-31,100000,0.0,128,False,890797,0.94774263,1.83e-06,806,0.0055993,False,NaN,NaN,NaN,NaN,43,0
-31,100000,0.0,128,False,890797,0.94774263,1.83e-06,806,0.0055993,False,NaN,NaN,NaN,NaN,43,1
-31,100000,0.0,128,False,890797,0.94774263,1.83e-06,806,0.0055993,False,NaN,NaN,NaN,NaN,43,2
-0,100000,0.0,64,False,970139,0.69703109,2.821e-05,1268,0.01048299,True,NaN,NaN,NaN,100.0,46,0
-0,100000,0.0,64,False,970139,0.69703109,2.821e-05,1268,0.01048299,True,NaN,NaN,NaN,100.0,46,1
-0,100000,0.3258125,64,False,970139,0.69703109,2.821e-05,1268,0.01048299,True,NaN,NaN,NaN,100.0,46,2
-1,100000,0.0,32,False,909852,0.54747079,1.69e-06,1389,0.04513368,True,NaN,NaN,NaN,17.0,46,0
-1,100000,0.0,32,False,909852,0.54747079,1.69e-06,1389,0.04513368,True,NaN,NaN,NaN,17.0,46,1
-1,100000,0.0,32,False,909852,0.54747079,1.69e-06,1389,0.04513368,True,NaN,NaN,NaN,17.0,46,2
+28,100000,0.0,128,True,902188,0.95569398,7.62e-05,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,,43,0
+28,100000,0.0,128,True,902188,0.95569398,7.62e-05,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,,43,1
+28,100000,0.0,128,True,902188,0.95569398,7.62e-05,129,0.04167814,False,0.53134275,0.54790787,3.861e-05,,43,2
+29,100000,0.0,128,False,583768,0.7240757,2.602e-05,986,0.06754,True,,,,62.0,43,0
+29,100000,0.0,128,False,583768,0.7240757,2.602e-05,986,0.06754,True,,,,62.0,43,1
+29,100000,0.0,128,False,583768,0.7240757,2.602e-05,986,0.06754,True,,,,62.0,43,2
+30,100000,0.0,128,False,580829,0.78172794,0.016667,1633,0.10607532,True,,,,48.0,43,0
+30,100000,0.0,128,False,580829,0.78172794,0.016667,1633,0.10607532,True,,,,48.0,43,1
+30,100000,0.0,128,False,580829,0.78172794,0.016667,1633,0.10607532,True,,,,48.0,43,2
+31,100000,0.0,128,False,890797,0.94774263,1.83e-06,806,0.0055993,False,,,,,43,0
+31,100000,0.0,128,False,890797,0.94774263,1.83e-06,806,0.0055993,False,,,,,43,1
+31,100000,0.0,128,False,890797,0.94774263,1.83e-06,806,0.0055993,False,,,,,43,2
+0,100000,0.0,64,False,970139,0.69703109,2.821e-05,1268,0.01048299,True,,,,100.0,46,0
+0,100000,0.0,64,False,970139,0.69703109,2.821e-05,1268,0.01048299,True,,,,100.0,46,1
+0,100000,0.3258125,64,False,970139,0.69703109,2.821e-05,1268,0.01048299,True,,,,100.0,46,2
+1,100000,0.0,32,False,909852,0.54747079,1.69e-06,1389,0.04513368,True,,,,17.0,46,0
+1,100000,0.0,32,False,909852,0.54747079,1.69e-06,1389,0.04513368,True,,,,17.0,46,1
+1,100000,0.0,32,False,909852,0.54747079,1.69e-06,1389,0.04513368,True,,,,17.0,46,2
 2,100000,0.0,32,True,308847,0.53665662,0.00344956,1731,0.18859817,True,0.59873965,0.76173852,1e-07,87.0,46,0
 2,100000,0.0,32,True,308847,0.53665662,0.00344956,1731,0.18859817,True,0.59873965,0.76173852,1e-07,87.0,46,1
 2,100000,0.0,32,True,308847,0.53665662,0.00344956,1731,0.18859817,True,0.59873965,0.76173852,1e-07,87.0,46,2
@@ -398,18 +398,18 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 4,100000,0.0,32,True,98738,0.80324019,0.00110971,1472,0.11866347,True,0.61143255,0.98597003,5.42e-06,89.0,46,0
 4,100000,0.0,32,True,98738,0.80324019,0.00110971,1472,0.11866347,True,0.61143255,0.98597003,5.42e-06,89.0,46,1
 4,100000,0.0,32,True,98738,0.80324019,0.00110971,1472,0.11866347,True,0.61143255,0.98597003,5.42e-06,89.0,46,2
-5,100000,0.0,128,False,169647,0.99324587,0.00119601,783,0.04082521,False,NaN,NaN,NaN,NaN,46,0
-5,100000,0.0,128,False,169647,0.99324587,0.00119601,783,0.04082521,False,NaN,NaN,NaN,NaN,46,1
-5,100000,0.0,128,False,169647,0.99324587,0.00119601,783,0.04082521,False,NaN,NaN,NaN,NaN,46,2
-6,100000,0.0,64,False,992322,0.50659622,0.0009659,905,0.00352992,False,NaN,NaN,NaN,NaN,46,0
-6,100000,0.0,64,False,992322,0.50659622,0.0009659,905,0.00352992,False,NaN,NaN,NaN,NaN,46,1
-6,100000,0.0,64,False,992322,0.50659622,0.0009659,905,0.00352992,False,NaN,NaN,NaN,NaN,46,2
-7,100000,0.0,32,False,856961,0.54328639,2.471e-05,2008,0.10202313,False,NaN,NaN,NaN,NaN,46,0
-7,100000,0.0,32,False,856961,0.54328639,2.471e-05,2008,0.10202313,False,NaN,NaN,NaN,NaN,46,1
-7,100000,0.0,32,False,856961,0.54328639,2.471e-05,2008,0.10202313,False,NaN,NaN,NaN,NaN,46,2
-8,100000,0.0,32,True,656651,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,NaN,46,0
-8,100000,0.0,32,True,656651,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,NaN,46,1
-8,100000,0.0,32,True,656651,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,NaN,46,2
+5,100000,0.0,128,False,169647,0.99324587,0.00119601,783,0.04082521,False,,,,,46,0
+5,100000,0.0,128,False,169647,0.99324587,0.00119601,783,0.04082521,False,,,,,46,1
+5,100000,0.0,128,False,169647,0.99324587,0.00119601,783,0.04082521,False,,,,,46,2
+6,100000,0.0,64,False,992322,0.50659622,0.0009659,905,0.00352992,False,,,,,46,0
+6,100000,0.0,64,False,992322,0.50659622,0.0009659,905,0.00352992,False,,,,,46,1
+6,100000,0.0,64,False,992322,0.50659622,0.0009659,905,0.00352992,False,,,,,46,2
+7,100000,0.0,32,False,856961,0.54328639,2.471e-05,2008,0.10202313,False,,,,,46,0
+7,100000,0.0,32,False,856961,0.54328639,2.471e-05,2008,0.10202313,False,,,,,46,1
+7,100000,0.0,32,False,856961,0.54328639,2.471e-05,2008,0.10202313,False,,,,,46,2
+8,100000,0.0,32,True,656651,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,,46,0
+8,100000,0.0,32,True,656651,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,,46,1
+8,100000,0.0,32,True,656651,0.70894555,0.0219013,1661,0.01021528,False,0.47921277,0.96230374,1.862e-05,,46,2
 9,100000,0.8780547,64,True,532146,0.51712145,2.787e-05,905,0.01731761,True,0.18538033,0.63593815,3.01e-06,25.0,46,0
 9,100000,0.9347266,64,True,532146,0.51712145,2.787e-05,905,0.01731761,True,0.18538033,0.63593815,3.01e-06,25.0,46,1
 9,100000,0.84203124,64,True,532146,0.51712145,2.787e-05,905,0.01731761,True,0.18538033,0.63593815,3.01e-06,25.0,46,2
@@ -419,60 +419,60 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 11,100000,0.0,32,True,34523,0.80955349,0.00477016,403,0.00680405,True,0.78639349,0.15557144,2.9e-07,99.0,46,0
 11,100000,0.20664842,32,True,34523,0.80955349,0.00477016,403,0.00680405,True,0.78639349,0.15557144,2.9e-07,99.0,46,1
 11,100000,0.22164062,32,True,34523,0.80955349,0.00477016,403,0.00680405,True,0.78639349,0.15557144,2.9e-07,99.0,46,2
-12,100000,0.0,32,True,606143,0.86228958,0.05016362,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,NaN,46,0
-12,100000,0.0,32,True,606143,0.86228958,0.05016362,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,NaN,46,1
-12,100000,0.0,32,True,606143,0.86228958,0.05016362,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,NaN,46,2
-13,100000,0.0,128,False,140588,0.6653367,7.675e-05,522,0.04481315,True,NaN,NaN,NaN,46.0,46,0
-13,100000,0.0,128,False,140588,0.6653367,7.675e-05,522,0.04481315,True,NaN,NaN,NaN,46.0,46,1
-13,100000,0.0,128,False,140588,0.6653367,7.675e-05,522,0.04481315,True,NaN,NaN,NaN,46.0,46,2
-14,100000,0.0,32,False,510839,0.85685073,3.09e-06,2024,0.18121206,True,NaN,NaN,NaN,11.0,46,0
-14,100000,0.0,32,False,510839,0.85685073,3.09e-06,2024,0.18121206,True,NaN,NaN,NaN,11.0,46,1
-14,100000,0.0,32,False,510839,0.85685073,3.09e-06,2024,0.18121206,True,NaN,NaN,NaN,11.0,46,2
-15,100000,0.0,128,False,132845,0.95427356,2.285e-05,798,0.09866776,True,NaN,NaN,NaN,87.0,46,0
-15,100000,0.0,128,False,132845,0.95427356,2.285e-05,798,0.09866776,True,NaN,NaN,NaN,87.0,46,1
-15,100000,0.0,128,False,132845,0.95427356,2.285e-05,798,0.09866776,True,NaN,NaN,NaN,87.0,46,2
-16,100000,0.0,32,False,78040,0.85758611,0.02362363,1903,0.0837656,False,NaN,NaN,NaN,NaN,46,0
-16,100000,0.0,32,False,78040,0.85758611,0.02362363,1903,0.0837656,False,NaN,NaN,NaN,NaN,46,1
-16,100000,0.10775781,32,False,78040,0.85758611,0.02362363,1903,0.0837656,False,NaN,NaN,NaN,NaN,46,2
-17,100000,0.0,64,False,213077,0.80042539,0.00598875,1128,0.04923557,True,NaN,NaN,NaN,37.0,46,0
-17,100000,0.0,64,False,213077,0.80042539,0.00598875,1128,0.04923557,True,NaN,NaN,NaN,37.0,46,1
-17,100000,0.0,64,False,213077,0.80042539,0.00598875,1128,0.04923557,True,NaN,NaN,NaN,37.0,46,2
+12,100000,0.0,32,True,606143,0.86228958,0.05016362,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,,46,0
+12,100000,0.0,32,True,606143,0.86228958,0.05016362,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,,46,1
+12,100000,0.0,32,True,606143,0.86228958,0.05016362,1704,0.1985875,False,0.25439095,0.6287357,2.11e-06,,46,2
+13,100000,0.0,128,False,140588,0.6653367,7.675e-05,522,0.04481315,True,,,,46.0,46,0
+13,100000,0.0,128,False,140588,0.6653367,7.675e-05,522,0.04481315,True,,,,46.0,46,1
+13,100000,0.0,128,False,140588,0.6653367,7.675e-05,522,0.04481315,True,,,,46.0,46,2
+14,100000,0.0,32,False,510839,0.85685073,3.09e-06,2024,0.18121206,True,,,,11.0,46,0
+14,100000,0.0,32,False,510839,0.85685073,3.09e-06,2024,0.18121206,True,,,,11.0,46,1
+14,100000,0.0,32,False,510839,0.85685073,3.09e-06,2024,0.18121206,True,,,,11.0,46,2
+15,100000,0.0,128,False,132845,0.95427356,2.285e-05,798,0.09866776,True,,,,87.0,46,0
+15,100000,0.0,128,False,132845,0.95427356,2.285e-05,798,0.09866776,True,,,,87.0,46,1
+15,100000,0.0,128,False,132845,0.95427356,2.285e-05,798,0.09866776,True,,,,87.0,46,2
+16,100000,0.0,32,False,78040,0.85758611,0.02362363,1903,0.0837656,False,,,,,46,0
+16,100000,0.0,32,False,78040,0.85758611,0.02362363,1903,0.0837656,False,,,,,46,1
+16,100000,0.10775781,32,False,78040,0.85758611,0.02362363,1903,0.0837656,False,,,,,46,2
+17,100000,0.0,64,False,213077,0.80042539,0.00598875,1128,0.04923557,True,,,,37.0,46,0
+17,100000,0.0,64,False,213077,0.80042539,0.00598875,1128,0.04923557,True,,,,37.0,46,1
+17,100000,0.0,64,False,213077,0.80042539,0.00598875,1128,0.04923557,True,,,,37.0,46,2
 18,100000,0.0,32,True,694699,0.6174475,0.00653467,314,0.17649297,True,0.67555296,0.03814238,2.5e-07,28.0,46,0
 18,100000,0.0,32,True,694699,0.6174475,0.00653467,314,0.17649297,True,0.67555296,0.03814238,2.5e-07,28.0,46,1
 18,100000,0.0,32,True,694699,0.6174475,0.00653467,314,0.17649297,True,0.67555296,0.03814238,2.5e-07,28.0,46,2
-19,100000,0.0,128,True,782291,0.97991644,0.0072521,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,NaN,46,0
-19,100000,0.0,128,True,782291,0.97991644,0.0072521,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,NaN,46,1
-19,100000,0.0,128,True,782291,0.97991644,0.0072521,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,NaN,46,2
-20,100000,0.0,64,False,891564,0.86049492,0.00014473,1802,0.02962727,False,NaN,NaN,NaN,NaN,46,0
-20,100000,0.0,64,False,891564,0.86049492,0.00014473,1802,0.02962727,False,NaN,NaN,NaN,NaN,46,1
-20,100000,0.0,64,False,891564,0.86049492,0.00014473,1802,0.02962727,False,NaN,NaN,NaN,NaN,46,2
-21,100000,0.0,128,False,94246,0.81684689,0.00588149,1523,0.02837482,False,NaN,NaN,NaN,NaN,46,0
-21,100000,0.0,128,False,94246,0.81684689,0.00588149,1523,0.02837482,False,NaN,NaN,NaN,NaN,46,1
-21,100000,0.0,128,False,94246,0.81684689,0.00588149,1523,0.02837482,False,NaN,NaN,NaN,NaN,46,2
-22,100000,0.0,64,False,810213,0.94729507,3.84e-06,1878,0.07618022,True,NaN,NaN,NaN,23.0,46,0
-22,100000,0.0,64,False,810213,0.94729507,3.84e-06,1878,0.07618022,True,NaN,NaN,NaN,23.0,46,1
-22,100000,0.0,64,False,810213,0.94729507,3.84e-06,1878,0.07618022,True,NaN,NaN,NaN,23.0,46,2
-23,100000,0.0,64,False,767383,0.50398416,3.28e-06,246,0.13506178,False,NaN,NaN,NaN,NaN,46,0
-23,100000,0.0,64,False,767383,0.50398416,3.28e-06,246,0.13506178,False,NaN,NaN,NaN,NaN,46,1
-23,100000,0.0,64,False,767383,0.50398416,3.28e-06,246,0.13506178,False,NaN,NaN,NaN,NaN,46,2
-24,100000,0.0,32,True,707144,0.79477014,0.00204635,600,0.14654754,False,0.91490177,0.20518292,3.1e-07,NaN,46,0
-24,100000,0.0,32,True,707144,0.79477014,0.00204635,600,0.14654754,False,0.91490177,0.20518292,3.1e-07,NaN,46,1
-24,100000,0.0,32,True,707144,0.79477014,0.00204635,600,0.14654754,False,0.91490177,0.20518292,3.1e-07,NaN,46,2
-25,100000,0.0,32,False,948610,0.54630032,1.65e-06,165,0.09457546,False,NaN,NaN,NaN,NaN,46,0
-25,100000,0.0,32,False,948610,0.54630032,1.65e-06,165,0.09457546,False,NaN,NaN,NaN,NaN,46,1
-25,100000,0.0,32,False,948610,0.54630032,1.65e-06,165,0.09457546,False,NaN,NaN,NaN,NaN,46,2
+19,100000,0.0,128,True,782291,0.97991644,0.0072521,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,,46,0
+19,100000,0.0,128,True,782291,0.97991644,0.0072521,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,,46,1
+19,100000,0.0,128,True,782291,0.97991644,0.0072521,1717,0.07124315,False,0.67558851,0.43858439,6.2e-07,,46,2
+20,100000,0.0,64,False,891564,0.86049492,0.00014473,1802,0.02962727,False,,,,,46,0
+20,100000,0.0,64,False,891564,0.86049492,0.00014473,1802,0.02962727,False,,,,,46,1
+20,100000,0.0,64,False,891564,0.86049492,0.00014473,1802,0.02962727,False,,,,,46,2
+21,100000,0.0,128,False,94246,0.81684689,0.00588149,1523,0.02837482,False,,,,,46,0
+21,100000,0.0,128,False,94246,0.81684689,0.00588149,1523,0.02837482,False,,,,,46,1
+21,100000,0.0,128,False,94246,0.81684689,0.00588149,1523,0.02837482,False,,,,,46,2
+22,100000,0.0,64,False,810213,0.94729507,3.84e-06,1878,0.07618022,True,,,,23.0,46,0
+22,100000,0.0,64,False,810213,0.94729507,3.84e-06,1878,0.07618022,True,,,,23.0,46,1
+22,100000,0.0,64,False,810213,0.94729507,3.84e-06,1878,0.07618022,True,,,,23.0,46,2
+23,100000,0.0,64,False,767383,0.50398416,3.28e-06,246,0.13506178,False,,,,,46,0
+23,100000,0.0,64,False,767383,0.50398416,3.28e-06,246,0.13506178,False,,,,,46,1
+23,100000,0.0,64,False,767383,0.50398416,3.28e-06,246,0.13506178,False,,,,,46,2
+24,100000,0.0,32,True,707144,0.79477014,0.00204635,600,0.14654754,False,0.91490177,0.20518292,3.1e-07,,46,0
+24,100000,0.0,32,True,707144,0.79477014,0.00204635,600,0.14654754,False,0.91490177,0.20518292,3.1e-07,,46,1
+24,100000,0.0,32,True,707144,0.79477014,0.00204635,600,0.14654754,False,0.91490177,0.20518292,3.1e-07,,46,2
+25,100000,0.0,32,False,948610,0.54630032,1.65e-06,165,0.09457546,False,,,,,46,0
+25,100000,0.0,32,False,948610,0.54630032,1.65e-06,165,0.09457546,False,,,,,46,1
+25,100000,0.0,32,False,948610,0.54630032,1.65e-06,165,0.09457546,False,,,,,46,2
 26,100000,0.0,128,True,18165,0.79338844,1.863e-05,716,0.08540009,True,0.80451866,0.66934424,0.0002397,94.0,46,0
 26,100000,0.0,128,True,18165,0.79338844,1.863e-05,716,0.08540009,True,0.80451866,0.66934424,0.0002397,94.0,46,1
 26,100000,0.0,128,True,18165,0.79338844,1.863e-05,716,0.08540009,True,0.80451866,0.66934424,0.0002397,94.0,46,2
-27,100000,0.0,32,True,513186,0.8456181,0.00116952,1461,0.06401685,False,0.28920844,0.7811786,8.454e-05,NaN,46,0
-27,100000,0.0,32,True,513186,0.8456181,0.00116952,1461,0.06401685,False,0.28920844,0.7811786,8.454e-05,NaN,46,1
-27,100000,0.0,32,True,513186,0.8456181,0.00116952,1461,0.06401685,False,0.28920844,0.7811786,8.454e-05,NaN,46,2
-28,100000,0.0,32,False,167992,0.87139682,3.34e-06,408,0.06991525,True,NaN,NaN,NaN,43.0,46,0
-28,100000,0.0,32,False,167992,0.87139682,3.34e-06,408,0.06991525,True,NaN,NaN,NaN,43.0,46,1
-28,100000,0.0,32,False,167992,0.87139682,3.34e-06,408,0.06991525,True,NaN,NaN,NaN,43.0,46,2
-29,100000,0.0,128,True,367680,0.90806196,2.44e-06,1492,0.17508506,False,0.29943279,0.99415772,1.38e-06,NaN,46,0
-29,100000,0.0,128,True,367680,0.90806196,2.44e-06,1492,0.17508506,False,0.29943279,0.99415772,1.38e-06,NaN,46,1
-29,100000,0.0,128,True,367680,0.90806196,2.44e-06,1492,0.17508506,False,0.29943279,0.99415772,1.38e-06,NaN,46,2
+27,100000,0.0,32,True,513186,0.8456181,0.00116952,1461,0.06401685,False,0.28920844,0.7811786,8.454e-05,,46,0
+27,100000,0.0,32,True,513186,0.8456181,0.00116952,1461,0.06401685,False,0.28920844,0.7811786,8.454e-05,,46,1
+27,100000,0.0,32,True,513186,0.8456181,0.00116952,1461,0.06401685,False,0.28920844,0.7811786,8.454e-05,,46,2
+28,100000,0.0,32,False,167992,0.87139682,3.34e-06,408,0.06991525,True,,,,43.0,46,0
+28,100000,0.0,32,False,167992,0.87139682,3.34e-06,408,0.06991525,True,,,,43.0,46,1
+28,100000,0.0,32,False,167992,0.87139682,3.34e-06,408,0.06991525,True,,,,43.0,46,2
+29,100000,0.0,128,True,367680,0.90806196,2.44e-06,1492,0.17508506,False,0.29943279,0.99415772,1.38e-06,,46,0
+29,100000,0.0,128,True,367680,0.90806196,2.44e-06,1492,0.17508506,False,0.29943279,0.99415772,1.38e-06,,46,1
+29,100000,0.0,128,True,367680,0.90806196,2.44e-06,1492,0.17508506,False,0.29943279,0.99415772,1.38e-06,,46,2
 30,100000,0.0,128,True,89177,0.7395795,7.37e-06,1064,0.09435335,True,0.05303452,0.84247629,0.00043362,61.0,46,0
 30,100000,0.0,128,True,89177,0.7395795,7.37e-06,1064,0.09435335,True,0.05303452,0.84247629,0.00043362,61.0,46,1
 30,100000,0.0,128,True,89177,0.7395795,7.37e-06,1064,0.09435335,True,0.05303452,0.84247629,0.00043362,61.0,46,2