diff --git "a/landscapes/cc_continuous_mountain_car_sac.csv" "b/landscapes/cc_continuous_mountain_car_sac.csv"
--- "a/landscapes/cc_continuous_mountain_car_sac.csv"
+++ "b/landscapes/cc_continuous_mountain_car_sac.csv"
@@ -59,16 +59,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 5,40000,-0.01084586,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,9
 5,45000,-0.00180613,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,9
 5,50000,-0.00943906,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,9
-6,5000,-7.28e-06,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,9
-6,10000,-0.00307278,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,9
-6,15000,-0.02947713,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,9
-6,20000,-0.0171784,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,9
-6,25000,-0.0033173,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,9
-6,30000,-0.00010732,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,9
-6,35000,-0.00017105,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,9
-6,40000,-6.525e-05,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,9
-6,45000,-0.00309924,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,9
-6,50000,-0.00255575,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,9
+6,5000,-7.28e-06,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,9
+6,10000,-0.00307278,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,9
+6,15000,-0.02947713,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,9
+6,20000,-0.0171784,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,9
+6,25000,-0.0033173,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,9
+6,30000,-0.00010732,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,9
+6,35000,-0.00017105,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,9
+6,40000,-6.525e-05,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,9
+6,45000,-0.00309924,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,9
+6,50000,-0.00255575,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,9
 7,5000,-0.00332296,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,9
 7,10000,-0.071749,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,9
 7,15000,-0.08614556,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,9
@@ -549,16 +549,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 54,40000,-0.03572476,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,9
 54,45000,-0.00100886,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,9
 54,50000,-0.00522923,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,9
-55,5000,-0.04336888,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,9
-55,10000,-1.05743643,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,9
-55,15000,-1.52520646,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,9
-55,20000,-0.108254,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,9
-55,25000,-0.18113247,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,9
-55,30000,-0.07865672,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,9
-55,35000,-0.02583653,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,9
-55,40000,-0.42441536,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,9
-55,45000,-1.19908853,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,9
-55,50000,-0.08316195,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,9
+55,5000,-0.04336888,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,9
+55,10000,-1.05743643,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,9
+55,15000,-1.52520646,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,9
+55,20000,-0.108254,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,9
+55,25000,-0.18113247,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,9
+55,30000,-0.07865672,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,9
+55,35000,-0.02583653,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,9
+55,40000,-0.42441536,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,9
+55,45000,-1.19908853,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,9
+55,50000,-0.08316195,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,9
 56,5000,-99.9,512,False,48288,0.09917221,2883,2.77212836,False,,,,,9
 56,10000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,9
 56,15000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,9
@@ -569,16 +569,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 56,40000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,9
 56,45000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,9
 56,50000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,9
-57,5000,-0.00264271,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,9
-57,10000,-0.02086151,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,9
-57,15000,-0.03370634,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,9
-57,20000,-0.02804574,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,9
-57,25000,-0.00806347,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,9
-57,30000,-0.00618318,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,9
-57,35000,-0.00410946,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,9
-57,40000,-0.0008021,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,9
-57,45000,-0.00024032,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,9
-57,50000,-0.00240999,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,9
+57,5000,-0.00264271,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,9
+57,10000,-0.02086151,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,9
+57,15000,-0.03370634,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,9
+57,20000,-0.02804574,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,9
+57,25000,-0.00806347,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,9
+57,30000,-0.00618318,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,9
+57,35000,-0.00410946,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,9
+57,40000,-0.0008021,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,9
+57,45000,-0.00024032,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,9
+57,50000,-0.00240999,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,9
 58,5000,-7.28e-06,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,9
 58,10000,-99.89910958,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,9
 58,15000,,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,9
@@ -739,16 +739,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 73,40000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,9
 73,45000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,9
 73,50000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,9
-74,5000,-7.28e-06,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,9
-74,10000,-0.11538624,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,9
-74,15000,-0.007902,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,9
-74,20000,-4.437e-05,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,9
-74,25000,-4.173e-05,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,9
-74,30000,-0.00070394,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,9
-74,35000,-0.02506348,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,9
-74,40000,-0.02383105,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,9
-74,45000,-0.03175012,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,9
-74,50000,-0.00612036,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,9
+74,5000,-7.28e-06,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,9
+74,10000,-0.11538624,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,9
+74,15000,-0.007902,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,9
+74,20000,-4.437e-05,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,9
+74,25000,-4.173e-05,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,9
+74,30000,-0.00070394,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,9
+74,35000,-0.02506348,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,9
+74,40000,-0.02383105,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,9
+74,45000,-0.03175012,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,9
+74,50000,-0.00612036,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,9
 75,5000,-0.16405369,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,9
 75,10000,-0.00092581,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,9
 75,15000,-0.56525153,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,9
@@ -819,16 +819,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 81,40000,-0.00392735,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,9
 81,45000,-0.00110408,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,9
 81,50000,-0.03406424,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,9
-82,5000,-99.89996315,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,9
-82,10000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,9
-82,15000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,9
-82,20000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,9
-82,25000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,9
-82,30000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,9
-82,35000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,9
-82,40000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,9
-82,45000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,9
-82,50000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,9
+82,5000,-99.89996315,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,9
+82,10000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,9
+82,15000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,9
+82,20000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,9
+82,25000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,9
+82,30000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,9
+82,35000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,9
+82,40000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,9
+82,45000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,9
+82,50000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,9
 83,5000,-0.00253203,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,9
 83,10000,-0.02476718,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,9
 83,15000,-0.02554519,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,9
@@ -1049,16 +1049,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 104,40000,-0.00964401,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,9
 104,45000,-0.03183441,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,9
 104,50000,-0.06291099,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,9
-105,5000,-7.28e-06,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,9
-105,10000,-0.01596464,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,9
-105,15000,-0.03579924,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,9
-105,20000,-0.01504786,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,9
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+105,35000,-1.097e-05,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,9
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+105,50000,-0.00464602,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,9
 106,5000,-99.89102047,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,9
 106,10000,,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,9
 106,15000,,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,9
@@ -1089,16 +1089,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 108,40000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,9
 108,45000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,9
 108,50000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,9
-109,5000,-7.28e-06,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,9
-109,10000,-11.04375762,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,9
-109,15000,49.67177757,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,9
-109,20000,-18.03236292,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,9
-109,25000,-99.67446576,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,9
-109,30000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,9
-109,35000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,9
-109,40000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,9
-109,45000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,9
-109,50000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,9
+109,5000,-7.28e-06,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,9
+109,10000,-11.04375762,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,9
+109,15000,49.67177757,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,9
+109,20000,-18.03236292,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,9
+109,25000,-99.67446576,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,9
+109,30000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,9
+109,35000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,9
+109,40000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,9
+109,45000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,9
+109,50000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,9
 110,5000,-7.28e-06,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,9
 110,10000,-0.00323631,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,9
 110,15000,-0.00893932,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,9
@@ -1179,16 +1179,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 117,40000,-0.00424854,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,9
 117,45000,-0.03030919,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,9
 117,50000,-0.00023083,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,9
-118,5000,-0.01975151,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,9
-118,10000,-0.02018363,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,9
-118,15000,-0.02772592,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,9
-118,20000,-0.09100196,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,9
-118,25000,-0.09066899,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,9
-118,30000,-0.07048884,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,9
-118,35000,-0.04894793,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,9
-118,40000,-0.05006393,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,9
-118,45000,-0.04905859,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,9
-118,50000,-0.09478612,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,9
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+118,10000,-0.02018363,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,9
+118,15000,-0.02772592,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,9
+118,20000,-0.09100196,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,9
+118,25000,-0.09066899,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,9
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+118,35000,-0.04894793,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,9
+118,40000,-0.05006393,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,9
+118,45000,-0.04905859,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,9
+118,50000,-0.09478612,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,9
 119,5000,-0.02058222,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,9
 119,10000,-1.617e-05,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,9
 119,15000,-0.03752778,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,9
@@ -1579,16 +1579,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 157,40000,-0.0035927,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,9
 157,45000,-0.00543443,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,9
 157,50000,-0.00523164,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,9
-158,5000,-0.60346178,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,9
-158,10000,-1.38550109,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,9
-158,15000,-94.86231409,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,9
-158,20000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,9
-158,25000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,9
-158,30000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,9
-158,35000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,9
-158,40000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,9
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+158,15000,-94.86231409,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,9
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+158,30000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,9
+158,35000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,9
+158,40000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,9
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+158,50000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,9
 159,5000,-0.01014388,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,9
 159,10000,-0.00472349,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,9
 159,15000,-0.00039905,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,9
@@ -1739,16 +1739,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 173,40000,,512,False,84860,0.04116911,5055,5.96579894,False,,,,,9
 173,45000,,512,False,84860,0.04116911,5055,5.96579894,False,,,,,9
 173,50000,,512,False,84860,0.04116911,5055,5.96579894,False,,,,,9
-174,5000,-0.01491486,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,9
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+174,50000,-0.28508408,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,1e-09,0.92847555,9
 175,5000,-99.9,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,9
 175,10000,,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,9
 175,15000,,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,9
@@ -1859,16 +1859,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 185,40000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,9
 185,45000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,9
 185,50000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,9
-186,5000,-7.28e-06,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,9
-186,10000,-0.00266079,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,9
-186,15000,-0.02087623,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,9
-186,20000,-0.01921938,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,9
-186,25000,-0.00720274,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,9
-186,30000,-1.349e-05,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,9
-186,35000,-0.00056048,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,9
-186,40000,-0.00153531,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,9
-186,45000,-0.00476298,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,9
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 187,5000,-0.00517363,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,9
 187,10000,-0.00194555,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,9
 187,15000,-2.726e-05,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,9
@@ -2029,36 +2029,36 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 202,40000,-0.00494892,256,False,115482,1.224e-05,338,1.14920823,False,,,,,9
 202,45000,-0.00815263,256,False,115482,1.224e-05,338,1.14920823,False,,,,,9
 202,50000,-0.01075011,256,False,115482,1.224e-05,338,1.14920823,False,,,,,9
-203,5000,-0.00185678,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,9
-203,10000,-0.00120735,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,9
-203,15000,-0.01008461,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,9
-203,20000,-0.01741187,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,9
-203,25000,-0.06836536,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,9
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-204,45000,,256,True,93439,0.06839551,3175,2.36254484,False,0.74820992,0.63982765,0.0,,9
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-205,5000,-0.01297851,1024,True,101391,0.00303123,3001,1.14379591,False,0.71691325,0.52139038,0.0,,9
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+205,50000,-0.02094854,1024,True,101391,0.00303123,3001,1.14379591,False,0.71691325,0.52139038,1e-09,,9
 206,5000,-0.01315597,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,9
 206,10000,-0.00323258,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,9
 206,15000,-0.00736833,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,9
@@ -2349,16 +2349,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 234,40000,-0.01442623,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,9
 234,45000,-0.01200678,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,9
 234,50000,-0.02097777,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,9
-235,5000,-0.00628385,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,9
-235,10000,-0.02942254,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,9
-235,15000,-0.0181889,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,9
-235,20000,-0.01413728,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,9
-235,25000,-0.01017625,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,9
-235,30000,-0.01307076,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,9
-235,35000,-0.00319803,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,9
-235,40000,-0.23673455,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,9
-235,45000,-0.63386425,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,9
-235,50000,-0.58934554,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,9
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+235,10000,-0.02942254,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,9
+235,15000,-0.0181889,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,9
+235,20000,-0.01413728,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,9
+235,25000,-0.01017625,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,9
+235,30000,-0.01307076,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,9
+235,35000,-0.00319803,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,9
+235,40000,-0.23673455,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,9
+235,45000,-0.63386425,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,9
+235,50000,-0.58934554,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,9
 236,5000,-0.00027886,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,9
 236,10000,-0.0002343,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,9
 236,15000,-0.01179841,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,9
@@ -2479,16 +2479,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 247,40000,-0.06073385,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,9
 247,45000,-0.06709667,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,9
 247,50000,-0.04264667,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,9
-248,5000,-7.28e-06,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,9
-248,10000,-0.01320968,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,9
-248,15000,-0.00666742,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,9
-248,20000,-0.00758157,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,9
-248,25000,-0.01514446,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,9
-248,30000,-0.01785959,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,9
-248,35000,-0.01042365,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,9
-248,40000,-0.00637303,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,9
-248,45000,-0.03832296,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,9
-248,50000,-0.00948443,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,9
+248,5000,-7.28e-06,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,9
+248,10000,-0.01320968,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,9
+248,15000,-0.00666742,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,9
+248,20000,-0.00758157,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,9
+248,25000,-0.01514446,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,9
+248,30000,-0.01785959,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,9
+248,35000,-0.01042365,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,9
+248,40000,-0.00637303,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,9
+248,45000,-0.03832296,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,9
+248,50000,-0.00948443,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,9
 249,5000,-7.28e-06,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,9
 249,10000,-0.23588232,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,9
 249,15000,-0.00303951,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,9
@@ -2619,16 +2619,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 5,40000,-0.00716011,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,0
 5,45000,-0.01031576,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,0
 5,50000,-0.02990857,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,0
-6,5000,-1.451e-05,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,0
-6,10000,-0.0042987,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,0
-6,15000,-0.01992705,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,0
-6,20000,-0.00059788,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,0
-6,25000,-0.00141002,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,0
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-6,35000,-0.00502342,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,0
-6,40000,-0.00300323,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,0
-6,45000,-0.00456578,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,0
-6,50000,-0.00746994,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,0
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+6,15000,-0.01992705,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,0
+6,20000,-0.00059788,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,0
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+6,30000,-0.00170471,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,0
+6,35000,-0.00502342,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,0
+6,40000,-0.00300323,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,0
+6,45000,-0.00456578,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,0
+6,50000,-0.00746994,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,0
 7,5000,-0.00586713,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,0
 7,10000,-0.04393891,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,0
 7,15000,-0.05143022,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,0
@@ -3109,16 +3109,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 54,40000,-0.00200313,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,0
 54,45000,-0.00048893,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,0
 54,50000,-0.02032164,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,0
-55,5000,-0.00566272,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,0
-55,10000,-0.01676425,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,0
-55,15000,-0.58012815,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,0
-55,20000,-0.6800969,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,0
-55,25000,-0.1206259,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,0
-55,30000,-0.01628432,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,0
-55,35000,-0.04303248,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,0
-55,40000,-0.00396577,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,0
-55,45000,-0.01261539,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,0
-55,50000,-0.03178961,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,0
+55,5000,-0.00566272,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,0
+55,10000,-0.01676425,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,0
+55,15000,-0.58012815,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,0
+55,20000,-0.6800969,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,0
+55,25000,-0.1206259,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,0
+55,30000,-0.01628432,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,0
+55,35000,-0.04303248,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,0
+55,40000,-0.00396577,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,0
+55,45000,-0.01261539,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,0
+55,50000,-0.03178961,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,0
 56,5000,-99.9,512,False,48288,0.09917221,2883,2.77212836,False,,,,,0
 56,10000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,0
 56,15000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,0
@@ -3129,16 +3129,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 56,40000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,0
 56,45000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,0
 56,50000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,0
-57,5000,-0.00445305,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,0
-57,10000,-0.01786349,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,0
-57,15000,-0.01370833,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,0
-57,20000,-0.00021129,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,0
-57,25000,-4.852e-05,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,0
-57,30000,-5.845e-05,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,0
-57,35000,-5.5e-07,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,0
-57,40000,-6.938e-05,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,0
-57,45000,-0.00148182,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,0
-57,50000,-0.00418161,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,0
+57,5000,-0.00445305,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,0
+57,10000,-0.01786349,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,0
+57,15000,-0.01370833,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,0
+57,20000,-0.00021129,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,0
+57,25000,-4.852e-05,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,0
+57,30000,-5.845e-05,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,0
+57,35000,-5.5e-07,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,0
+57,40000,-6.938e-05,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,0
+57,45000,-0.00148182,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,0
+57,50000,-0.00418161,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,0
 58,5000,-1.451e-05,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,0
 58,10000,-99.89923851,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,0
 58,15000,,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,0
@@ -3299,16 +3299,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 73,40000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,0
 73,45000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,0
 73,50000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,0
-74,5000,-1.451e-05,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,0
-74,10000,-0.00345196,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,0
-74,15000,-3.54e-06,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,0
-74,20000,-0.00820123,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,0
-74,25000,-0.00569235,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,0
-74,30000,-0.02075941,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,0
-74,35000,-0.00089827,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,0
-74,40000,-0.00916148,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,0
-74,45000,-0.05828942,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,0
-74,50000,-0.33398626,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,0
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+74,30000,-0.02075941,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,0
+74,35000,-0.00089827,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,0
+74,40000,-0.00916148,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,0
+74,45000,-0.05828942,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,0
+74,50000,-0.33398626,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,0
 75,5000,-0.65967976,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,0
 75,10000,-0.10301312,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,0
 75,15000,-0.04295345,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,0
@@ -3379,16 +3379,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 81,40000,-0.03020753,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,0
 81,45000,-0.00823476,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,0
 81,50000,-0.00429466,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,0
-82,5000,-99.2568784,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,0
-82,10000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,0
-82,15000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,0
-82,20000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,0
-82,25000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,0
-82,30000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,0
-82,35000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,0
-82,40000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,0
-82,45000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,0
-82,50000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,0
+82,5000,-99.2568784,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,0
+82,10000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,0
+82,15000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,0
+82,20000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,0
+82,25000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,0
+82,30000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,0
+82,35000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,0
+82,40000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,0
+82,45000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,0
+82,50000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,0
 83,5000,-3.845e-05,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,0
 83,10000,-0.00213188,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,0
 83,15000,-0.01113893,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,0
@@ -3609,16 +3609,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 104,40000,-0.22695938,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,0
 104,45000,-8.1397707,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,0
 104,50000,26.28989344,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,0
-105,5000,-1.451e-05,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,0
-105,10000,-0.01769847,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,0
-105,15000,-0.00823792,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,0
-105,20000,-0.00108207,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,0
-105,25000,-0.00221611,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,0
-105,30000,-0.0020058,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,0
-105,35000,-0.00226198,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,0
-105,40000,-0.00155193,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,0
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-105,50000,-0.00627604,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,0
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+105,50000,-0.00627604,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,0
 106,5000,-87.77323678,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,0
 106,10000,,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,0
 106,15000,,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,0
@@ -3649,16 +3649,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 108,40000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,0
 108,45000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,0
 108,50000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,0
-109,5000,-1.451e-05,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,0
-109,10000,-0.1201823,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,0
-109,15000,-0.04065243,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,0
-109,20000,-0.18164256,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,0
-109,25000,-0.4521954,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,0
-109,30000,-0.55162927,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,0
-109,35000,-71.42880231,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,0
-109,40000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,0
-109,45000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,0
-109,50000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,0
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+109,40000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,0
+109,45000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,0
+109,50000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,0
 110,5000,-1.451e-05,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,0
 110,10000,-0.00509037,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,0
 110,15000,-0.01925156,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,0
@@ -3739,16 +3739,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 117,40000,-0.00020067,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,0
 117,45000,-5.096e-05,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,0
 117,50000,-0.01472609,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,0
-118,5000,-0.00049601,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,0
-118,10000,-0.00723863,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,0
-118,15000,-7.85e-06,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,0
-118,20000,-0.00070354,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,0
-118,25000,-0.00750783,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,0
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+118,50000,-0.0008165,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,0
 119,5000,-0.00318065,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,0
 119,10000,-0.1065815,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,0
 119,15000,-0.37419368,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,0
@@ -4139,16 +4139,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 157,40000,-0.02270653,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,0
 157,45000,-0.01426105,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,0
 157,50000,-0.02429556,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,0
-158,5000,-0.06170141,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,0
-158,10000,-99.36910607,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,0
-158,15000,-98.99258187,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,0
-158,20000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,0
-158,25000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,0
-158,30000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,0
-158,35000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,0
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 159,5000,-0.00186277,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,0
 159,10000,-0.00053882,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,0
 159,15000,-0.03231579,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,0
@@ -4299,16 +4299,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 173,40000,,512,False,84860,0.04116911,5055,5.96579894,False,,,,,0
 173,45000,,512,False,84860,0.04116911,5055,5.96579894,False,,,,,0
 173,50000,,512,False,84860,0.04116911,5055,5.96579894,False,,,,,0
-174,5000,-0.0049938,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,0
-174,10000,-0.13800258,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,0
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 175,5000,-99.9,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,0
 175,10000,,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,0
 175,15000,,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,0
@@ -4419,16 +4419,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 185,40000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,0
 185,45000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,0
 185,50000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,0
-186,5000,-1.451e-05,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,0
-186,10000,-0.00347671,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,0
-186,15000,-0.03190662,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,0
-186,20000,-0.01762981,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,0
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+186,50000,-0.00372007,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,1e-09,,0
 187,5000,-0.01546313,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,0
 187,10000,-0.01143811,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,0
 187,15000,-0.00063972,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,0
@@ -4589,36 +4589,36 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 202,40000,-2.291e-05,256,False,115482,1.224e-05,338,1.14920823,False,,,,,0
 202,45000,-0.00032434,256,False,115482,1.224e-05,338,1.14920823,False,,,,,0
 202,50000,-0.00113709,256,False,115482,1.224e-05,338,1.14920823,False,,,,,0
-203,5000,-0.00140048,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,0
-203,10000,-0.00420411,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,0
-203,15000,-1.08e-06,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,0
-203,20000,-0.00183591,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,0
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-205,5000,-0.00066993,1024,True,101391,0.00303123,3001,1.14379591,False,0.71691325,0.52139038,0.0,,0
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+205,50000,-0.98378803,1024,True,101391,0.00303123,3001,1.14379591,False,0.71691325,0.52139038,1e-09,,0
 206,5000,-0.00036835,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,0
 206,10000,-0.05434306,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,0
 206,15000,-0.02925967,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,0
@@ -4909,16 +4909,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 234,40000,-0.13794315,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,0
 234,45000,-0.12427177,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,0
 234,50000,-0.14490191,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,0
-235,5000,-0.00527034,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,0
-235,10000,-0.01224395,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,0
-235,15000,-0.06389513,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,0
-235,20000,-0.08014255,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,0
-235,25000,-0.05905155,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,0
-235,30000,-0.17979742,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,0
-235,35000,-0.1165443,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,0
-235,40000,-0.08141078,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,0
-235,45000,-0.09848242,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,0
-235,50000,-0.42024787,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,0
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+235,10000,-0.01224395,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,0
+235,15000,-0.06389513,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,0
+235,20000,-0.08014255,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,0
+235,25000,-0.05905155,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,0
+235,30000,-0.17979742,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,0
+235,35000,-0.1165443,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,0
+235,40000,-0.08141078,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,0
+235,45000,-0.09848242,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,0
+235,50000,-0.42024787,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,0
 236,5000,-0.02320842,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,0
 236,10000,-0.00066716,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,0
 236,15000,-0.00591574,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,0
@@ -5039,16 +5039,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 247,40000,-0.02285712,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,0
 247,45000,-0.00631552,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,0
 247,50000,-0.04139742,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,0
-248,5000,-1.451e-05,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,0
-248,10000,-0.00548921,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,0
-248,15000,-0.00710569,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,0
-248,20000,-0.01893821,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,0
-248,25000,-0.02535703,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,0
-248,30000,-0.0285684,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,0
-248,35000,-0.03882607,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,0
-248,40000,-0.03956667,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,0
-248,45000,-0.02409848,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,0
-248,50000,-0.03021313,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,0
+248,5000,-1.451e-05,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,0
+248,10000,-0.00548921,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,0
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+248,20000,-0.01893821,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,0
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+248,35000,-0.03882607,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,0
+248,40000,-0.03956667,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,0
+248,45000,-0.02409848,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,0
+248,50000,-0.03021313,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,0
 249,5000,-1.451e-05,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,0
 249,10000,-2.52254508,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,0
 249,15000,-0.13126512,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,0
@@ -5179,16 +5179,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 5,40000,-0.00095331,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,7
 5,45000,-0.03774173,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,7
 5,50000,-0.11118913,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,7
-6,5000,-0.00013492,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,7
-6,10000,-0.00253402,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,7
-6,15000,-0.00855329,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,7
-6,20000,-0.00625236,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,7
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-6,30000,-0.00114907,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,7
-6,35000,-0.00020918,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,7
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-6,45000,-7.901e-05,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,7
-6,50000,-0.00076077,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,7
+6,5000,-0.00013492,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,7
+6,10000,-0.00253402,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,7
+6,15000,-0.00855329,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,7
+6,20000,-0.00625236,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,7
+6,25000,-0.00381623,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,7
+6,30000,-0.00114907,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,7
+6,35000,-0.00020918,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,7
+6,40000,-0.00010695,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,7
+6,45000,-7.901e-05,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,7
+6,50000,-0.00076077,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,7
 7,5000,-0.01591839,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,7
 7,10000,-0.04624892,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,7
 7,15000,-0.04074849,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,7
@@ -5669,16 +5669,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 54,40000,-0.03837761,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,7
 54,45000,-0.01170324,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,7
 54,50000,-0.02048039,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,7
-55,5000,-0.0043766,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,7
-55,10000,-0.16066702,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,7
-55,15000,-0.18760421,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,7
-55,20000,-0.82033006,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,7
-55,25000,-0.1159587,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,7
-55,30000,-0.4267955,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,7
-55,35000,-0.47844582,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,7
-55,40000,-0.12539617,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,7
-55,45000,-0.05706968,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,7
-55,50000,-0.17797948,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,7
+55,5000,-0.0043766,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,7
+55,10000,-0.16066702,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,7
+55,15000,-0.18760421,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,7
+55,20000,-0.82033006,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,7
+55,25000,-0.1159587,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,7
+55,30000,-0.4267955,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,7
+55,35000,-0.47844582,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,7
+55,40000,-0.12539617,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,7
+55,45000,-0.05706968,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,7
+55,50000,-0.17797948,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,7
 56,5000,-99.9,512,False,48288,0.09917221,2883,2.77212836,False,,,,,7
 56,10000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,7
 56,15000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,7
@@ -5689,16 +5689,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 56,40000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,7
 56,45000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,7
 56,50000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,7
-57,5000,-0.00165521,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,7
-57,10000,-0.00869216,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,7
-57,15000,-0.01127162,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,7
-57,20000,-0.00876795,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,7
-57,25000,-0.005901,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,7
-57,30000,-0.00272896,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,7
-57,35000,-0.00224377,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,7
-57,40000,-0.00129859,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,7
-57,45000,-0.00071806,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,7
-57,50000,-0.00176076,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,7
+57,5000,-0.00165521,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,7
+57,10000,-0.00869216,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,7
+57,15000,-0.01127162,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,7
+57,20000,-0.00876795,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,7
+57,25000,-0.005901,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,7
+57,30000,-0.00272896,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,7
+57,35000,-0.00224377,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,7
+57,40000,-0.00129859,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,7
+57,45000,-0.00071806,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,7
+57,50000,-0.00176076,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,7
 58,5000,-0.00013492,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,7
 58,10000,-55.62384884,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,7
 58,15000,,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,7
@@ -5859,16 +5859,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 73,40000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,7
 73,45000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,7
 73,50000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,7
-74,5000,-0.00013492,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,7
-74,10000,-0.06443354,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,7
-74,15000,-0.01924623,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,7
-74,20000,-0.00408629,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,7
-74,25000,-0.00391291,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,7
-74,30000,-0.04844586,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,7
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-74,45000,-0.19345208,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,7
-74,50000,-0.25826584,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,7
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+74,10000,-0.06443354,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,7
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+74,25000,-0.00391291,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,7
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+74,35000,-0.0186943,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,7
+74,40000,-0.00429363,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,7
+74,45000,-0.19345208,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,7
+74,50000,-0.25826584,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,7
 75,5000,-0.33178488,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,7
 75,10000,-0.26802315,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,7
 75,15000,-0.13452224,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,7
@@ -5939,16 +5939,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 81,40000,-0.00300825,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,7
 81,45000,-0.01132619,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,7
 81,50000,-0.01665764,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,7
-82,5000,-0.00104854,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,7
-82,10000,-0.00887544,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,7
-82,15000,-0.00018586,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,7
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-82,25000,-0.00217678,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,7
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-82,40000,-0.002628,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,7
-82,45000,-0.00724925,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,7
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+82,35000,-0.01138449,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,7
+82,40000,-0.002628,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,7
+82,45000,-0.00724925,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,7
+82,50000,-0.00229037,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,7
 83,5000,-0.00470814,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,7
 83,10000,-0.00885383,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,7
 83,15000,-0.00871355,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,7
@@ -6169,16 +6169,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 104,40000,-0.07904292,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,7
 104,45000,-0.01062368,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,7
 104,50000,-0.00724637,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,7
-105,5000,-0.00013492,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,7
-105,10000,-0.00785177,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,7
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+105,25000,-7.465e-05,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,7
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+105,35000,-0.00010497,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,7
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+105,50000,-0.00171264,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,7
 106,5000,-99.9,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,7
 106,10000,,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,7
 106,15000,,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,7
@@ -6209,16 +6209,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 108,40000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,7
 108,45000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,7
 108,50000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,7
-109,5000,-0.00013492,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,7
-109,10000,-0.02345447,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,7
-109,15000,-5.69537249,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,7
-109,20000,-12.748714,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,7
-109,25000,-0.00017058,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,7
-109,30000,-0.00362293,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,7
-109,35000,-0.02190022,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,7
-109,40000,-2.94244708,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,7
-109,45000,-37.77989934,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,7
-109,50000,-0.04778265,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,7
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+109,35000,-0.02190022,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,7
+109,40000,-2.94244708,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,7
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+109,50000,-0.04778265,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,7
 110,5000,-0.00013492,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,7
 110,10000,-0.00149973,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,7
 110,15000,-0.00642015,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,7
@@ -6299,16 +6299,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 117,40000,-0.04661633,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,7
 117,45000,-0.00056288,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,7
 117,50000,-0.05136307,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,7
-118,5000,-8.045e-05,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,7
-118,10000,-0.00020362,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,7
-118,15000,-0.00028326,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,7
-118,20000,-0.04827755,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,7
-118,25000,-0.07197103,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,7
-118,30000,-0.05845787,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,7
-118,35000,-0.10842099,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,7
-118,40000,-0.09248868,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,7
-118,45000,-0.23379798,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,7
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+118,15000,-0.00028326,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,7
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+118,50000,-0.21416714,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,7
 119,5000,-3.112e-05,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,7
 119,10000,-1.52876993,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,7
 119,15000,-0.705564,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,7
@@ -6699,16 +6699,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 157,40000,-0.00185047,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,7
 157,45000,-0.00021978,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,7
 157,50000,-0.00135508,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,7
-158,5000,-0.03136633,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,7
-158,10000,-0.00428874,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,7
-158,15000,-92.8747576,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,7
-158,20000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,7
-158,25000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,7
-158,30000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,7
-158,35000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,7
-158,40000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,7
-158,45000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,7
-158,50000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,7
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+158,15000,-92.8747576,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,7
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+158,30000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,7
+158,35000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,7
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+158,50000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,7
 159,5000,-0.0001798,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,7
 159,10000,-0.06223807,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,7
 159,15000,-0.00132424,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,7
@@ -6859,16 +6859,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 173,40000,,512,False,84860,0.04116911,5055,5.96579894,False,,,,,7
 173,45000,,512,False,84860,0.04116911,5055,5.96579894,False,,,,,7
 173,50000,,512,False,84860,0.04116911,5055,5.96579894,False,,,,,7
-174,5000,-0.00368898,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,7
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 175,5000,-99.9,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,7
 175,10000,,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,7
 175,15000,,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,7
@@ -6979,16 +6979,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 185,40000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,7
 185,45000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,7
 185,50000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,7
-186,5000,-0.00013492,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,7
-186,10000,-0.00170214,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,7
-186,15000,-0.01467228,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,7
-186,20000,-0.0247022,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,7
-186,25000,-0.01780348,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,7
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-186,35000,-0.00720662,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,7
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+186,50000,-0.00484703,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,1e-09,,7
 187,5000,-0.00799464,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,7
 187,10000,-0.01935105,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,7
 187,15000,-0.00432659,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,7
@@ -7149,36 +7149,36 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 202,40000,-0.00044712,256,False,115482,1.224e-05,338,1.14920823,False,,,,,7
 202,45000,-0.00015094,256,False,115482,1.224e-05,338,1.14920823,False,,,,,7
 202,50000,-0.00134681,256,False,115482,1.224e-05,338,1.14920823,False,,,,,7
-203,5000,-0.00611883,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,7
-203,10000,-6.23e-05,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,7
-203,15000,-0.0032777,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,7
-203,20000,-0.00869752,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,7
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-203,35000,-0.06195607,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,7
-203,40000,-0.09783459,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,7
-203,45000,-0.01300429,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,7
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-204,30000,,256,True,93439,0.06839551,3175,2.36254484,False,0.74820992,0.63982765,0.0,,7
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-204,45000,,256,True,93439,0.06839551,3175,2.36254484,False,0.74820992,0.63982765,0.0,,7
-204,50000,,256,True,93439,0.06839551,3175,2.36254484,False,0.74820992,0.63982765,0.0,,7
-205,5000,-0.04507012,1024,True,101391,0.00303123,3001,1.14379591,False,0.71691325,0.52139038,0.0,,7
-205,10000,-0.01993231,1024,True,101391,0.00303123,3001,1.14379591,False,0.71691325,0.52139038,0.0,,7
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+205,45000,-0.32227098,1024,True,101391,0.00303123,3001,1.14379591,False,0.71691325,0.52139038,1e-09,,7
+205,50000,-0.22257616,1024,True,101391,0.00303123,3001,1.14379591,False,0.71691325,0.52139038,1e-09,,7
 206,5000,-0.00428207,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,7
 206,10000,-0.01146772,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,7
 206,15000,-0.00718407,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,7
@@ -7469,16 +7469,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 234,40000,-0.01575207,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,7
 234,45000,-0.01557629,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,7
 234,50000,-0.02106497,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,7
-235,5000,-0.0008113,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,7
-235,10000,-0.00955215,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,7
-235,15000,-0.00339907,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,7
-235,20000,-0.01138716,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,7
-235,25000,-0.00015605,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,7
-235,30000,-0.00052253,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,7
-235,35000,-0.00383306,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,7
-235,40000,-0.00449873,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,7
-235,45000,-2.668e-05,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,7
-235,50000,-4.777e-05,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,7
+235,5000,-0.0008113,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,7
+235,10000,-0.00955215,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,7
+235,15000,-0.00339907,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,7
+235,20000,-0.01138716,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,7
+235,25000,-0.00015605,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,7
+235,30000,-0.00052253,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,7
+235,35000,-0.00383306,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,7
+235,40000,-0.00449873,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,7
+235,45000,-2.668e-05,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,7
+235,50000,-4.777e-05,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,7
 236,5000,-0.000174,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,7
 236,10000,-0.00486477,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,7
 236,15000,-0.00072168,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,7
@@ -7599,16 +7599,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 247,40000,-0.0029996,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,7
 247,45000,-0.01249259,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,7
 247,50000,-0.09713043,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,7
-248,5000,-0.00013492,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,7
-248,10000,-0.01552328,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,7
-248,15000,-0.00748176,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,7
-248,20000,-0.021064,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,7
-248,25000,-0.00869135,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,7
-248,30000,-0.01367741,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,7
-248,35000,-0.03333647,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,7
-248,40000,-0.02609241,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,7
-248,45000,-0.02413713,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,7
-248,50000,-0.01624826,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,7
+248,5000,-0.00013492,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,7
+248,10000,-0.01552328,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,7
+248,15000,-0.00748176,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,7
+248,20000,-0.021064,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,7
+248,25000,-0.00869135,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,7
+248,30000,-0.01367741,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,7
+248,35000,-0.03333647,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,7
+248,40000,-0.02609241,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,7
+248,45000,-0.02413713,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,7
+248,50000,-0.01624826,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,7
 249,5000,-0.00013492,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,7
 249,10000,-0.05392384,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,7
 249,15000,-0.41420662,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,7
@@ -7739,16 +7739,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 5,40000,-0.02337761,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,6
 5,45000,-0.0510707,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,6
 5,50000,-0.11882047,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,6
-6,5000,-4.97e-06,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,6
-6,10000,-0.00671292,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,6
-6,15000,-0.10966753,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,6
-6,20000,-0.05588705,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,6
-6,25000,-0.00509069,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,6
-6,30000,-0.00194406,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,6
-6,35000,-0.0005034,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,6
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+6,10000,-0.00671292,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,6
+6,15000,-0.10966753,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,6
+6,20000,-0.05588705,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,6
+6,25000,-0.00509069,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,6
+6,30000,-0.00194406,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,6
+6,35000,-0.0005034,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,6
+6,40000,-0.00059645,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,6
+6,45000,-0.00073578,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,6
+6,50000,-0.00061325,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,6
 7,5000,-0.02421955,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,6
 7,10000,-0.04383777,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,6
 7,15000,-0.03894998,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,6
@@ -8229,16 +8229,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 54,40000,-0.04401053,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,6
 54,45000,-0.05287553,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,6
 54,50000,-0.01496481,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,6
-55,5000,-0.00051719,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,6
-55,10000,-0.66530574,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,6
-55,15000,-2.68344884,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,6
-55,20000,-2.43189021,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,6
-55,25000,-0.19087612,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,6
-55,30000,-0.45276218,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,6
-55,35000,-0.29536107,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,6
-55,40000,-0.06901881,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,6
-55,45000,-0.16333185,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,6
-55,50000,-0.15674494,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,6
+55,5000,-0.00051719,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,6
+55,10000,-0.66530574,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,6
+55,15000,-2.68344884,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,6
+55,20000,-2.43189021,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,6
+55,25000,-0.19087612,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,6
+55,30000,-0.45276218,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,6
+55,35000,-0.29536107,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,6
+55,40000,-0.06901881,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,6
+55,45000,-0.16333185,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,6
+55,50000,-0.15674494,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,6
 56,5000,-99.89999809,512,False,48288,0.09917221,2883,2.77212836,False,,,,,6
 56,10000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,6
 56,15000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,6
@@ -8249,16 +8249,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 56,40000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,6
 56,45000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,6
 56,50000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,6
-57,5000,-0.00422426,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,6
-57,10000,-0.05438535,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,6
-57,15000,-0.10113195,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,6
-57,20000,-0.04081881,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,6
-57,25000,-0.01576932,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,6
-57,30000,-0.01041662,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,6
-57,35000,-0.01055906,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,6
-57,40000,-0.01243029,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,6
-57,45000,-0.01293363,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,6
-57,50000,-0.01231584,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,6
+57,5000,-0.00422426,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,6
+57,10000,-0.05438535,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,6
+57,15000,-0.10113195,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,6
+57,20000,-0.04081881,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,6
+57,25000,-0.01576932,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,6
+57,30000,-0.01041662,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,6
+57,35000,-0.01055906,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,6
+57,40000,-0.01243029,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,6
+57,45000,-0.01293363,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,6
+57,50000,-0.01231584,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,6
 58,5000,-4.97e-06,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,6
 58,10000,-99.89110584,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,6
 58,15000,,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,6
@@ -8419,16 +8419,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 73,40000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,6
 73,45000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,6
 73,50000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,6
-74,5000,-4.97e-06,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,6
-74,10000,-0.00946264,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,6
-74,15000,-0.0121698,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,6
-74,20000,-0.00159144,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,6
-74,25000,-0.01353554,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,6
-74,30000,-0.03204567,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,6
-74,35000,-0.1067035,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,6
-74,40000,-0.11146966,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,6
-74,45000,-0.48403469,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,6
-74,50000,-0.91788827,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,6
+74,5000,-4.97e-06,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,6
+74,10000,-0.00946264,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,6
+74,15000,-0.0121698,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,6
+74,20000,-0.00159144,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,6
+74,25000,-0.01353554,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,6
+74,30000,-0.03204567,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,6
+74,35000,-0.1067035,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,6
+74,40000,-0.11146966,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,6
+74,45000,-0.48403469,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,6
+74,50000,-0.91788827,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,6
 75,5000,-0.18449512,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,6
 75,10000,-0.05178419,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,6
 75,15000,-0.04989109,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,6
@@ -8499,16 +8499,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 81,40000,-0.00660855,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,6
 81,45000,-0.0002063,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,6
 81,50000,-0.00013137,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,6
-82,5000,-99.89991758,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,6
-82,10000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,6
-82,15000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,6
-82,20000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,6
-82,25000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,6
-82,30000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,6
-82,35000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,6
-82,40000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,6
-82,45000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,6
-82,50000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,6
+82,5000,-99.89991758,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,6
+82,10000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,6
+82,15000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,6
+82,20000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,6
+82,25000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,6
+82,30000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,6
+82,35000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,6
+82,40000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,6
+82,45000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,6
+82,50000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,6
 83,5000,-0.01278,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,6
 83,10000,-0.02289981,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,6
 83,15000,-0.00645512,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,6
@@ -8729,16 +8729,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 104,40000,-0.1013192,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,6
 104,45000,-0.13065927,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,6
 104,50000,-0.06243524,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,6
-105,5000,-4.97e-06,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,6
-105,10000,-0.04063893,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,6
-105,15000,-0.10669265,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,6
-105,20000,-0.03271858,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,6
-105,25000,-0.00273607,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,6
-105,30000,-0.00038875,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,6
-105,35000,-0.00148961,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,6
-105,40000,-0.00101358,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,6
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-105,50000,-0.01235865,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,6
+105,5000,-4.97e-06,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,6
+105,10000,-0.04063893,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,6
+105,15000,-0.10669265,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,6
+105,20000,-0.03271858,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,6
+105,25000,-0.00273607,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,6
+105,30000,-0.00038875,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,6
+105,35000,-0.00148961,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,6
+105,40000,-0.00101358,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,6
+105,45000,-0.00166109,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,6
+105,50000,-0.01235865,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,6
 106,5000,-70.39524639,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,6
 106,10000,,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,6
 106,15000,,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,6
@@ -8769,16 +8769,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 108,40000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,6
 108,45000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,6
 108,50000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,6
-109,5000,-4.97e-06,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,6
-109,10000,-0.06727496,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,6
-109,15000,-3.61850839,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,6
-109,20000,-0.07250372,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,6
-109,25000,-0.05405079,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,6
-109,30000,-0.94425946,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,6
-109,35000,-80.99591916,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,6
-109,40000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,6
-109,45000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,6
-109,50000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,6
+109,5000,-4.97e-06,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,6
+109,10000,-0.06727496,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,6
+109,15000,-3.61850839,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,6
+109,20000,-0.07250372,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,6
+109,25000,-0.05405079,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,6
+109,30000,-0.94425946,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,6
+109,35000,-80.99591916,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,6
+109,40000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,6
+109,45000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,6
+109,50000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,6
 110,5000,-4.97e-06,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,6
 110,10000,-0.01153639,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,6
 110,15000,-0.0515082,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,6
@@ -8859,16 +8859,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 117,40000,-0.00029463,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,6
 117,45000,-0.01075782,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,6
 117,50000,-0.24869212,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,6
-118,5000,-0.065552,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,6
-118,10000,-0.00694148,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,6
-118,15000,-0.0113675,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,6
-118,20000,-0.0389364,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,6
-118,25000,-0.01866601,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,6
-118,30000,-0.00157032,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,6
-118,35000,-0.00084183,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,6
-118,40000,-0.00010435,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,6
-118,45000,-0.00345786,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,6
-118,50000,-0.00209783,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,6
+118,5000,-0.065552,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,6
+118,10000,-0.00694148,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,6
+118,15000,-0.0113675,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,6
+118,20000,-0.0389364,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,6
+118,25000,-0.01866601,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,6
+118,30000,-0.00157032,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,6
+118,35000,-0.00084183,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,6
+118,40000,-0.00010435,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,6
+118,45000,-0.00345786,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,6
+118,50000,-0.00209783,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,6
 119,5000,-0.00425699,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,6
 119,10000,-0.04174788,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,6
 119,15000,-0.00354083,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,6
@@ -9259,16 +9259,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 157,40000,-0.0011096,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,6
 157,45000,-0.00169749,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,6
 157,50000,-0.00542685,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,6
-158,5000,-0.54602132,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,6
-158,10000,-0.00920809,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,6
-158,15000,-99.80466085,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,6
-158,20000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,6
-158,25000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,6
-158,30000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,6
-158,35000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,6
-158,40000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,6
-158,45000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,6
-158,50000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,6
+158,5000,-0.54602132,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,6
+158,10000,-0.00920809,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,6
+158,15000,-99.80466085,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,6
+158,20000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,6
+158,25000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,6
+158,30000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,6
+158,35000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,6
+158,40000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,6
+158,45000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,6
+158,50000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,6
 159,5000,-0.01179129,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,6
 159,10000,-0.128149,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,6
 159,15000,-0.07248444,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,6
@@ -9419,16 +9419,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 173,40000,-4.917e-05,512,False,84860,0.04116911,5055,5.96579894,False,,,,,6
 173,45000,-0.01503343,512,False,84860,0.04116911,5055,5.96579894,False,,,,,6
 173,50000,-0.00302674,512,False,84860,0.04116911,5055,5.96579894,False,,,,,6
-174,5000,-0.01369969,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,6
-174,10000,-0.08123763,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,6
-174,15000,-0.78431402,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,6
-174,20000,-0.02449389,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,6
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 175,5000,-99.89135187,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,6
 175,10000,,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,6
 175,15000,,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,6
@@ -9539,16 +9539,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 185,40000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,6
 185,45000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,6
 185,50000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,6
-186,5000,-4.97e-06,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,6
-186,10000,-0.00621921,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,6
-186,15000,-0.09327988,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,6
-186,20000,-0.12546107,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,6
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-186,30000,-0.01832056,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,6
-186,35000,-0.00842944,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,6
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+186,50000,-0.01070381,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,1e-09,,6
 187,5000,-0.00020128,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,6
 187,10000,-0.05225826,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,6
 187,15000,-0.03672999,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,6
@@ -9709,36 +9709,36 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 202,40000,-0.02098226,256,False,115482,1.224e-05,338,1.14920823,False,,,,,6
 202,45000,-0.00442137,256,False,115482,1.224e-05,338,1.14920823,False,,,,,6
 202,50000,-0.00019242,256,False,115482,1.224e-05,338,1.14920823,False,,,,,6
-203,5000,-0.03712491,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,6
-203,10000,-0.00084874,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,6
-203,15000,-0.00229816,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,6
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 206,5000,-0.08983187,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,6
 206,10000,-0.0010225,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,6
 206,15000,-0.01680851,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,6
@@ -10029,16 +10029,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 234,40000,-4.451e-05,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,6
 234,45000,-0.04336704,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,6
 234,50000,-0.042923,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,6
-235,5000,-0.00164219,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,6
-235,10000,-0.00228267,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,6
-235,15000,-0.00064348,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,6
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+235,50000,-0.01256261,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,6
 236,5000,-0.00496512,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,6
 236,10000,-1.63e-06,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,6
 236,15000,-0.06975869,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,6
@@ -10159,16 +10159,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 247,40000,-0.05784312,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,6
 247,45000,-0.01974386,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,6
 247,50000,-0.00401339,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,6
-248,5000,-4.97e-06,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,6
-248,10000,-0.08286687,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,6
-248,15000,-0.00451949,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,6
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+248,50000,-0.03673737,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,6
 249,5000,-4.97e-06,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,6
 249,10000,-0.13907577,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,6
 249,15000,-0.86302208,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,6
@@ -10299,16 +10299,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 5,40000,-0.06480462,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,1
 5,45000,-0.00021582,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,1
 5,50000,-0.24687185,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,1
-6,5000,-1.788e-05,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,1
-6,10000,-0.00521417,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,1
-6,15000,-0.0501089,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,1
-6,20000,-0.04898274,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,1
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+6,50000,-0.01577283,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,1
 7,5000,-0.03233929,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,1
 7,10000,-0.04764187,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,1
 7,15000,-0.05564749,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,1
@@ -10789,16 +10789,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 54,40000,-0.01211222,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,1
 54,45000,-0.00149792,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,1
 54,50000,-0.00165654,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,1
-55,5000,-0.00579458,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,1
-55,10000,-1.7911088,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,1
-55,15000,-5.40022775,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,1
-55,20000,-1.01840598,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,1
-55,25000,-0.58111942,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,1
-55,30000,-0.21447819,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,1
-55,35000,-0.02803809,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,1
-55,40000,-0.13483749,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,1
-55,45000,-0.21069127,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,1
-55,50000,-0.01771691,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,1
+55,5000,-0.00579458,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,1
+55,10000,-1.7911088,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,1
+55,15000,-5.40022775,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,1
+55,20000,-1.01840598,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,1
+55,25000,-0.58111942,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,1
+55,30000,-0.21447819,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,1
+55,35000,-0.02803809,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,1
+55,40000,-0.13483749,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,1
+55,45000,-0.21069127,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,1
+55,50000,-0.01771691,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,1
 56,5000,-99.89999983,512,False,48288,0.09917221,2883,2.77212836,False,,,,,1
 56,10000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,1
 56,15000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,1
@@ -10809,16 +10809,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 56,40000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,1
 56,45000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,1
 56,50000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,1
-57,5000,-0.00565984,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,1
-57,10000,-0.04502756,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,1
-57,15000,-0.07201789,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,1
-57,20000,-0.06572577,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,1
-57,25000,-0.0624069,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,1
-57,30000,-0.05084067,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,1
-57,35000,-0.04213578,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,1
-57,40000,-0.02898939,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,1
-57,45000,-0.01785913,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,1
-57,50000,-0.01386488,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,1
+57,5000,-0.00565984,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,1
+57,10000,-0.04502756,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,1
+57,15000,-0.07201789,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,1
+57,20000,-0.06572577,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,1
+57,25000,-0.0624069,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,1
+57,30000,-0.05084067,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,1
+57,35000,-0.04213578,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,1
+57,40000,-0.02898939,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,1
+57,45000,-0.01785913,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,1
+57,50000,-0.01386488,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,1
 58,5000,-1.788e-05,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,1
 58,10000,-93.65671356,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,1
 58,15000,,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,1
@@ -10979,16 +10979,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 73,40000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,1
 73,45000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,1
 73,50000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,1
-74,5000,-1.788e-05,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,1
-74,10000,-0.0364853,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,1
-74,15000,-0.00116668,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,1
-74,20000,-0.00391218,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,1
-74,25000,-0.00016503,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,1
-74,30000,-0.00504327,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,1
-74,35000,-0.00174477,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,1
-74,40000,-0.04867112,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,1
-74,45000,-0.06054113,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,1
-74,50000,-0.00115318,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,1
+74,5000,-1.788e-05,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,1
+74,10000,-0.0364853,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,1
+74,15000,-0.00116668,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,1
+74,20000,-0.00391218,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,1
+74,25000,-0.00016503,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,1
+74,30000,-0.00504327,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,1
+74,35000,-0.00174477,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,1
+74,40000,-0.04867112,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,1
+74,45000,-0.06054113,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,1
+74,50000,-0.00115318,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,1
 75,5000,-0.09692947,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,1
 75,10000,-0.05263226,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,1
 75,15000,-0.43790748,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,1
@@ -11059,16 +11059,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 81,40000,-0.06290809,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,1
 81,45000,-0.0003934,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,1
 81,50000,-0.00078546,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,1
-82,5000,-0.00106939,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,1
-82,10000,-0.00262623,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,1
-82,15000,-0.00650644,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,1
-82,20000,-0.00199345,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,1
-82,25000,-6.67017987,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,1
-82,30000,-0.01883228,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,1
-82,35000,-0.00200488,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,1
-82,40000,-0.05176857,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,1
-82,45000,-0.00298216,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,1
-82,50000,-0.00264497,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,1
+82,5000,-0.00106939,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,1
+82,10000,-0.00262623,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,1
+82,15000,-0.00650644,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,1
+82,20000,-0.00199345,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,1
+82,25000,-6.67017987,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,1
+82,30000,-0.01883228,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,1
+82,35000,-0.00200488,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,1
+82,40000,-0.05176857,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,1
+82,45000,-0.00298216,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,1
+82,50000,-0.00264497,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,1
 83,5000,-0.05215177,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,1
 83,10000,-0.04535443,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,1
 83,15000,-1.109e-05,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,1
@@ -11289,16 +11289,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 104,40000,-0.03975477,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,1
 104,45000,-0.06322139,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,1
 104,50000,-0.09206842,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,1
-105,5000,-1.788e-05,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,1
-105,10000,-0.02873975,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,1
-105,15000,-0.04948145,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,1
-105,20000,-0.02670047,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,1
-105,25000,-0.01886503,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,1
-105,30000,-0.0152625,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,1
-105,35000,-0.015396,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,1
-105,40000,-0.01509355,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,1
-105,45000,-0.00866993,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,1
-105,50000,-0.00973401,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,1
+105,5000,-1.788e-05,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,1
+105,10000,-0.02873975,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,1
+105,15000,-0.04948145,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,1
+105,20000,-0.02670047,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,1
+105,25000,-0.01886503,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,1
+105,30000,-0.0152625,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,1
+105,35000,-0.015396,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,1
+105,40000,-0.01509355,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,1
+105,45000,-0.00866993,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,1
+105,50000,-0.00973401,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,1
 106,5000,-78.77750165,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,1
 106,10000,,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,1
 106,15000,,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,1
@@ -11329,16 +11329,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 108,40000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,1
 108,45000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,1
 108,50000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,1
-109,5000,-1.788e-05,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,1
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-109,20000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,1
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-109,35000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,1
-109,40000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,1
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+109,50000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,1
 110,5000,-1.788e-05,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,1
 110,10000,-0.00609253,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,1
 110,15000,-0.02223007,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,1
@@ -11419,16 +11419,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 117,40000,-0.02827174,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,1
 117,45000,-0.02440333,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,1
 117,50000,-0.08652739,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,1
-118,5000,-0.02613946,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,1
-118,10000,-0.04556739,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,1
-118,15000,-0.06134803,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,1
-118,20000,-0.0349344,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,1
-118,25000,-0.0211933,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,1
-118,30000,-0.00111505,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,1
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+118,50000,-0.00273791,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,1
 119,5000,-0.05973707,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,1
 119,10000,-0.00559236,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,1
 119,15000,-0.01812583,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,1
@@ -11819,16 +11819,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 157,40000,-0.02389548,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,1
 157,45000,-0.02901384,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,1
 157,50000,-0.01844695,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,1
-158,5000,-0.08144682,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,1
-158,10000,-0.28540264,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,1
-158,15000,-0.03865725,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,1
-158,20000,-0.00088867,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,1
-158,25000,-0.17457686,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,1
-158,30000,-0.00297905,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,1
-158,35000,-0.00236653,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,1
-158,40000,-0.01591071,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,1
-158,45000,-93.45172559,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,1
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 159,5000,-0.00322049,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,1
 159,10000,-0.01633401,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,1
 159,15000,-0.00375809,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,1
@@ -11979,16 +11979,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 173,40000,,512,False,84860,0.04116911,5055,5.96579894,False,,,,,1
 173,45000,,512,False,84860,0.04116911,5055,5.96579894,False,,,,,1
 173,50000,,512,False,84860,0.04116911,5055,5.96579894,False,,,,,1
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 175,5000,-99.9,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,1
 175,10000,,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,1
 175,15000,,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,1
@@ -12099,16 +12099,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 185,40000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,1
 185,45000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,1
 185,50000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,1
-186,5000,-1.788e-05,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,1
-186,10000,-0.00445543,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,1
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 187,5000,-0.13383334,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,1
 187,10000,-0.00987337,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,1
 187,15000,-0.00391116,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,1
@@ -12269,36 +12269,36 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 202,40000,-0.00692227,256,False,115482,1.224e-05,338,1.14920823,False,,,,,1
 202,45000,-0.00142183,256,False,115482,1.224e-05,338,1.14920823,False,,,,,1
 202,50000,-0.01399193,256,False,115482,1.224e-05,338,1.14920823,False,,,,,1
-203,5000,-0.03588392,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,1
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+205,50000,93.50328283,1024,True,101391,0.00303123,3001,1.14379591,False,0.71691325,0.52139038,1e-09,,1
 206,5000,-0.13680728,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,1
 206,10000,-0.05780244,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,1
 206,15000,-0.0352864,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,1
@@ -12589,16 +12589,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 234,40000,-0.01102574,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,1
 234,45000,-0.01784233,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,1
 234,50000,-0.01167021,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,1
-235,5000,-0.06184518,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,1
-235,10000,-0.00500652,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,1
-235,15000,-0.00111139,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,1
-235,20000,-0.01107985,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,1
-235,25000,-0.00109135,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,1
-235,30000,-0.0022352,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,1
-235,35000,-0.03465278,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,1
-235,40000,-0.05134317,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,1
-235,45000,-0.031382,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,1
-235,50000,-0.15601196,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,1
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+235,20000,-0.01107985,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,1
+235,25000,-0.00109135,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,1
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+235,40000,-0.05134317,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,1
+235,45000,-0.031382,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,1
+235,50000,-0.15601196,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,1
 236,5000,-0.00130378,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,1
 236,10000,-0.00020165,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,1
 236,15000,-1.28457939,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,1
@@ -12719,16 +12719,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 247,40000,-0.01814031,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,1
 247,45000,-0.01498099,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,1
 247,50000,-0.00034214,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,1
-248,5000,-1.788e-05,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,1
-248,10000,-0.03788994,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,1
-248,15000,-0.01771433,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,1
-248,20000,-0.01539872,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,1
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+248,50000,-9.661e-05,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,1
 249,5000,-1.788e-05,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,1
 249,10000,-0.00061101,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,1
 249,15000,-0.00055402,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,1
@@ -12859,16 +12859,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 5,40000,-0.02982959,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,8
 5,45000,-0.06733315,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,8
 5,50000,-0.00278818,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,8
-6,5000,-2.909e-05,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,8
-6,10000,-0.00797752,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,8
-6,15000,-0.11499988,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,8
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+6,50000,-0.00915489,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,8
 7,5000,-0.03581211,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,8
 7,10000,-0.02363895,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,8
 7,15000,-0.04576899,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,8
@@ -13349,16 +13349,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 54,40000,-0.04639874,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,8
 54,45000,-0.02076683,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,8
 54,50000,-0.00305893,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,8
-55,5000,-0.00693926,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,8
-55,10000,-0.62754444,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,8
-55,15000,-5.22312648,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,8
-55,20000,-4.88701,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,8
-55,25000,-0.66708644,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,8
-55,30000,-2.51347119,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,8
-55,35000,92.28386587,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,8
-55,40000,92.89388986,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,8
-55,45000,93.37972506,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,8
-55,50000,93.67492819,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,8
+55,5000,-0.00693926,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,8
+55,10000,-0.62754444,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,8
+55,15000,-5.22312648,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,8
+55,20000,-4.88701,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,8
+55,25000,-0.66708644,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,8
+55,30000,-2.51347119,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,8
+55,35000,92.28386587,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,8
+55,40000,92.89388986,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,8
+55,45000,93.37972506,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,8
+55,50000,93.67492819,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,8
 56,5000,-99.9,512,False,48288,0.09917221,2883,2.77212836,False,,,,,8
 56,10000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,8
 56,15000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,8
@@ -13369,16 +13369,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 56,40000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,8
 56,45000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,8
 56,50000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,8
-57,5000,-0.00565822,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,8
-57,10000,-0.07332028,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,8
-57,15000,-0.21076993,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,8
-57,20000,-0.13826736,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,8
-57,25000,-0.07817375,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,8
-57,30000,-0.03877956,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,8
-57,35000,-0.02954466,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,8
-57,40000,-0.01477759,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,8
-57,45000,-0.01261021,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,8
-57,50000,-0.01069276,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,8
+57,5000,-0.00565822,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,8
+57,10000,-0.07332028,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,8
+57,15000,-0.21076993,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,8
+57,20000,-0.13826736,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,8
+57,25000,-0.07817375,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,8
+57,30000,-0.03877956,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,8
+57,35000,-0.02954466,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,8
+57,40000,-0.01477759,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,8
+57,45000,-0.01261021,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,8
+57,50000,-0.01069276,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,8
 58,5000,-2.909e-05,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,8
 58,10000,-99.50376985,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,8
 58,15000,,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,8
@@ -13539,16 +13539,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 73,40000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,8
 73,45000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,8
 73,50000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,8
-74,5000,-2.909e-05,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,8
-74,10000,-0.00288594,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,8
-74,15000,-0.01047586,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,8
-74,20000,-0.00188752,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,8
-74,25000,-0.02533536,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,8
-74,30000,-0.00187511,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,8
-74,35000,-0.00165689,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,8
-74,40000,-0.00147991,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,8
-74,45000,-0.00285963,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,8
-74,50000,-0.02195532,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,8
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+74,10000,-0.00288594,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,8
+74,15000,-0.01047586,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,8
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+74,25000,-0.02533536,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,8
+74,30000,-0.00187511,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,8
+74,35000,-0.00165689,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,8
+74,40000,-0.00147991,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,8
+74,45000,-0.00285963,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,8
+74,50000,-0.02195532,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,8
 75,5000,-0.16102781,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,8
 75,10000,-0.05513469,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,8
 75,15000,-0.04491497,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,8
@@ -13619,16 +13619,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 81,40000,-0.0004077,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,8
 81,45000,-0.00261805,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,8
 81,50000,-0.10496854,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,8
-82,5000,-0.47272058,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,8
-82,10000,-2.6320709,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,8
-82,15000,-0.01258667,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,8
-82,20000,-99.9,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,8
-82,25000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,8
-82,30000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,8
-82,35000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,8
-82,40000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,8
-82,45000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,8
-82,50000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,8
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+82,25000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,8
+82,30000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,8
+82,35000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,8
+82,40000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,8
+82,45000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,8
+82,50000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,8
 83,5000,-0.02578888,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,8
 83,10000,-0.05020515,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,8
 83,15000,-0.0194387,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,8
@@ -13849,16 +13849,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 104,40000,-0.06011754,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,8
 104,45000,-0.00159785,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,8
 104,50000,-0.04543961,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,8
-105,5000,-2.909e-05,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,8
-105,10000,-0.06715939,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,8
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+105,35000,-0.00717645,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,8
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+105,45000,-0.00691461,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,8
+105,50000,-0.012566,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,8
 106,5000,-99.89995529,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,8
 106,10000,,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,8
 106,15000,,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,8
@@ -13889,16 +13889,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 108,40000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,8
 108,45000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,8
 108,50000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,8
-109,5000,-2.909e-05,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,8
-109,10000,-0.61966668,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,8
-109,15000,-0.03223285,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,8
-109,20000,-0.00155363,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,8
-109,25000,-18.06183843,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,8
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-109,35000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,8
-109,40000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,8
-109,45000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,8
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+109,50000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,8
 110,5000,-2.909e-05,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,8
 110,10000,-0.01982178,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,8
 110,15000,-0.07542131,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,8
@@ -13979,16 +13979,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 117,40000,-0.00313304,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,8
 117,45000,-0.00423331,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,8
 117,50000,-0.00206705,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,8
-118,5000,-0.08020417,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,8
-118,10000,-0.02493066,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,8
-118,15000,-0.02533912,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,8
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-118,25000,-0.33225774,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,8
-118,30000,-0.21139318,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,8
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+118,50000,-0.06417558,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,8
 119,5000,-0.01168595,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,8
 119,10000,-0.01119768,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,8
 119,15000,-0.14031864,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,8
@@ -14379,16 +14379,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 157,40000,-0.00739022,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,8
 157,45000,-0.00690686,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,8
 157,50000,-0.00919398,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,8
-158,5000,-0.0446811,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,8
-158,10000,-91.20315224,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,8
-158,15000,-98.86755736,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,8
-158,20000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,8
-158,25000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,8
-158,30000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,8
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 159,5000,-0.01675828,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,8
 159,10000,-0.00037074,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,8
 159,15000,-0.00311306,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,8
@@ -14539,16 +14539,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 173,40000,,512,False,84860,0.04116911,5055,5.96579894,False,,,,,8
 173,45000,,512,False,84860,0.04116911,5055,5.96579894,False,,,,,8
 173,50000,,512,False,84860,0.04116911,5055,5.96579894,False,,,,,8
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 175,5000,-99.9,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,8
 175,10000,,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,8
 175,15000,,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,8
@@ -14659,16 +14659,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 185,40000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,8
 185,45000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,8
 185,50000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,8
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 187,5000,-0.03232978,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,8
 187,10000,-0.02829234,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,8
 187,15000,-0.01126939,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,8
@@ -14829,36 +14829,36 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 202,40000,-0.0242953,256,False,115482,1.224e-05,338,1.14920823,False,,,,,8
 202,45000,-0.00042478,256,False,115482,1.224e-05,338,1.14920823,False,,,,,8
 202,50000,-0.00643353,256,False,115482,1.224e-05,338,1.14920823,False,,,,,8
-203,5000,-0.04317276,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,8
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+205,50000,-0.02754723,1024,True,101391,0.00303123,3001,1.14379591,False,0.71691325,0.52139038,1e-09,,8
 206,5000,-0.17118212,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,8
 206,10000,-0.02171306,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,8
 206,15000,-0.02598174,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,8
@@ -15149,16 +15149,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 234,40000,-0.01712285,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,8
 234,45000,-0.02647105,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,8
 234,50000,-0.01915493,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,8
-235,5000,-0.02276165,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,8
-235,10000,-0.01024788,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,8
-235,15000,-0.00257803,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,8
-235,20000,-0.00327947,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,8
-235,25000,-0.00672278,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,8
-235,30000,-0.05151539,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,8
-235,35000,-0.05617157,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,8
-235,40000,-0.10877541,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,8
-235,45000,-0.03299741,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,8
-235,50000,-0.18205348,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,8
+235,5000,-0.02276165,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,8
+235,10000,-0.01024788,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,8
+235,15000,-0.00257803,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,8
+235,20000,-0.00327947,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,8
+235,25000,-0.00672278,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,8
+235,30000,-0.05151539,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,8
+235,35000,-0.05617157,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,8
+235,40000,-0.10877541,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,8
+235,45000,-0.03299741,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,8
+235,50000,-0.18205348,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,8
 236,5000,-0.00677389,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,8
 236,10000,-0.00053087,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,8
 236,15000,-0.00024356,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,8
@@ -15279,16 +15279,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 247,40000,-0.00189688,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,8
 247,45000,-0.08906257,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,8
 247,50000,-0.00263728,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,8
-248,5000,-2.909e-05,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,8
-248,10000,-0.18433597,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,8
-248,15000,-0.02776998,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,8
-248,20000,-0.01028928,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,8
-248,25000,-0.01156506,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,8
-248,30000,-0.00222108,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,8
-248,35000,-0.00913957,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,8
-248,40000,-0.00687408,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,8
-248,45000,-0.01023038,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,8
-248,50000,-0.01093333,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,8
+248,5000,-2.909e-05,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,8
+248,10000,-0.18433597,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,8
+248,15000,-0.02776998,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,8
+248,20000,-0.01028928,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,8
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+248,30000,-0.00222108,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,8
+248,35000,-0.00913957,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,8
+248,40000,-0.00687408,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,8
+248,45000,-0.01023038,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,8
+248,50000,-0.01093333,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,8
 249,5000,-2.909e-05,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,8
 249,10000,-0.53952001,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,8
 249,15000,89.25220733,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,8
@@ -15419,16 +15419,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 5,40000,-0.00655656,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,4
 5,45000,-0.00160614,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,4
 5,50000,-0.21718909,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,4
-6,5000,-7.407e-05,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,4
-6,10000,-0.00078741,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,4
-6,15000,-0.00446608,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,4
-6,20000,-0.00032683,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,4
-6,25000,-3.01e-05,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,4
-6,30000,-2.497e-05,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,4
-6,35000,-2.9e-07,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,4
-6,40000,-9.7e-07,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,4
-6,45000,-0.00029411,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,4
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+6,10000,-0.00078741,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,4
+6,15000,-0.00446608,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,4
+6,20000,-0.00032683,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,4
+6,25000,-3.01e-05,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,4
+6,30000,-2.497e-05,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,4
+6,35000,-2.9e-07,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,4
+6,40000,-9.7e-07,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,4
+6,45000,-0.00029411,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,4
+6,50000,-0.00025988,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,4
 7,5000,-0.00755265,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,4
 7,10000,-0.01594109,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,4
 7,15000,-0.02033605,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,4
@@ -15909,16 +15909,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 54,40000,-0.00100039,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,4
 54,45000,-0.1317354,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,4
 54,50000,-0.03574159,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,4
-55,5000,-0.04295916,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,4
-55,10000,-1.47869631,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,4
-55,15000,-2.377646,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,4
-55,20000,-2.88969623,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,4
-55,25000,-0.04346246,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,4
-55,30000,-0.01726134,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,4
-55,35000,-0.07470218,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,4
-55,40000,-0.02042047,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,4
-55,45000,-0.12686748,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,4
-55,50000,-0.0205779,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,4
+55,5000,-0.04295916,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,4
+55,10000,-1.47869631,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,4
+55,15000,-2.377646,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,4
+55,20000,-2.88969623,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,4
+55,25000,-0.04346246,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,4
+55,30000,-0.01726134,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,4
+55,35000,-0.07470218,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,4
+55,40000,-0.02042047,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,4
+55,45000,-0.12686748,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,4
+55,50000,-0.0205779,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,4
 56,5000,-99.8999233,512,False,48288,0.09917221,2883,2.77212836,False,,,,,4
 56,10000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,4
 56,15000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,4
@@ -15929,16 +15929,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 56,40000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,4
 56,45000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,4
 56,50000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,4
-57,5000,-0.00078808,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,4
-57,10000,-0.00305457,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,4
-57,15000,-0.00154721,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,4
-57,20000,-0.00022252,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,4
-57,25000,-0.00052852,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,4
-57,30000,-0.00062283,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,4
-57,35000,-0.00081213,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,4
-57,40000,-0.00070714,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,4
-57,45000,-1.19e-06,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,4
-57,50000,-0.00045883,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,4
+57,5000,-0.00078808,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,4
+57,10000,-0.00305457,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,4
+57,15000,-0.00154721,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,4
+57,20000,-0.00022252,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,4
+57,25000,-0.00052852,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,4
+57,30000,-0.00062283,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,4
+57,35000,-0.00081213,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,4
+57,40000,-0.00070714,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,4
+57,45000,-1.19e-06,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,4
+57,50000,-0.00045883,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,4
 58,5000,-7.407e-05,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,4
 58,10000,-99.89832901,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,4
 58,15000,,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,4
@@ -16099,16 +16099,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 73,40000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,4
 73,45000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,4
 73,50000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,4
-74,5000,-7.407e-05,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,4
-74,10000,-0.00348393,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,4
-74,15000,-0.06361706,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,4
-74,20000,-0.00130362,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,4
-74,25000,-0.00328198,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,4
-74,30000,-0.00827544,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,4
-74,35000,-0.00120891,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,4
-74,40000,-0.01715173,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,4
-74,45000,-0.00696197,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,4
-74,50000,-0.01653459,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,4
+74,5000,-7.407e-05,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,4
+74,10000,-0.00348393,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,4
+74,15000,-0.06361706,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,4
+74,20000,-0.00130362,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,4
+74,25000,-0.00328198,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,4
+74,30000,-0.00827544,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,4
+74,35000,-0.00120891,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,4
+74,40000,-0.01715173,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,4
+74,45000,-0.00696197,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,4
+74,50000,-0.01653459,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,4
 75,5000,-0.48626161,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,4
 75,10000,-0.016361,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,4
 75,15000,-0.01396063,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,4
@@ -16179,16 +16179,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 81,40000,-0.00036841,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,4
 81,45000,-0.33049521,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,4
 81,50000,-0.03631124,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,4
-82,5000,-99.89999764,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,4
-82,10000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,4
-82,15000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,4
-82,20000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,4
-82,25000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,4
-82,30000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,4
-82,35000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,4
-82,40000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,4
-82,45000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,4
-82,50000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,4
+82,5000,-99.89999764,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,4
+82,10000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,4
+82,15000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,4
+82,20000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,4
+82,25000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,4
+82,30000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,4
+82,35000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,4
+82,40000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,4
+82,45000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,4
+82,50000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,4
 83,5000,-0.00081801,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,4
 83,10000,-2.003e-05,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,4
 83,15000,-0.02441085,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,4
@@ -16409,16 +16409,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 104,40000,-0.03147519,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,4
 104,45000,-0.0242084,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,4
 104,50000,-0.01850017,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,4
-105,5000,-7.407e-05,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,4
-105,10000,-0.0025256,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,4
-105,15000,-0.00226224,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,4
-105,20000,-1.49e-06,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,4
-105,25000,-9.303e-05,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,4
-105,30000,-3.185e-05,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,4
-105,35000,-5.518e-05,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,4
-105,40000,-0.00140527,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,4
-105,45000,-0.00217224,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,4
-105,50000,-0.00050008,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,4
+105,5000,-7.407e-05,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,4
+105,10000,-0.0025256,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,4
+105,15000,-0.00226224,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,4
+105,20000,-1.49e-06,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,4
+105,25000,-9.303e-05,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,4
+105,30000,-3.185e-05,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,4
+105,35000,-5.518e-05,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,4
+105,40000,-0.00140527,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,4
+105,45000,-0.00217224,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,4
+105,50000,-0.00050008,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,4
 106,5000,-99.9,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,4
 106,10000,,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,4
 106,15000,,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,4
@@ -16449,16 +16449,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 108,40000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,4
 108,45000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,4
 108,50000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,4
-109,5000,-7.407e-05,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,4
-109,10000,-1.41906708,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,4
-109,15000,-0.00038035,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,4
-109,20000,-0.0306524,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,4
-109,25000,-99.89972411,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,4
-109,30000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,4
-109,35000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,4
-109,40000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,4
-109,45000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,4
-109,50000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,4
+109,5000,-7.407e-05,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,4
+109,10000,-1.41906708,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,4
+109,15000,-0.00038035,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,4
+109,20000,-0.0306524,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,4
+109,25000,-99.89972411,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,4
+109,30000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,4
+109,35000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,4
+109,40000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,4
+109,45000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,4
+109,50000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,4
 110,5000,-7.407e-05,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,4
 110,10000,-0.00023408,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,4
 110,15000,-0.00139586,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,4
@@ -16539,16 +16539,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 117,40000,-0.00787543,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,4
 117,45000,-0.01492615,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,4
 117,50000,-0.01665665,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,4
-118,5000,-0.0018306,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,4
-118,10000,-0.00342309,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,4
-118,15000,-0.00983026,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,4
-118,20000,-0.06453615,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,4
-118,25000,-0.06025632,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,4
-118,30000,-0.04341693,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,4
-118,35000,-0.16603025,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,4
-118,40000,-0.08964695,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,4
-118,45000,-0.20445424,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,4
-118,50000,-0.2991092,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,4
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+118,10000,-0.00342309,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,4
+118,15000,-0.00983026,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,4
+118,20000,-0.06453615,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,4
+118,25000,-0.06025632,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,4
+118,30000,-0.04341693,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,4
+118,35000,-0.16603025,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,4
+118,40000,-0.08964695,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,4
+118,45000,-0.20445424,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,4
+118,50000,-0.2991092,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,4
 119,5000,-0.00071006,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,4
 119,10000,-0.00220942,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,4
 119,15000,-0.0147191,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,4
@@ -16939,16 +16939,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 157,40000,-0.00113767,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,4
 157,45000,-0.00341463,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,4
 157,50000,-0.00263825,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,4
-158,5000,-0.00283526,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,4
-158,10000,-0.00728976,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,4
-158,15000,-0.00212561,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,4
-158,20000,-0.00234188,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,4
-158,25000,-0.00015729,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,4
-158,30000,-0.00122008,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,4
-158,35000,-0.01046714,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,4
-158,40000,-0.01312272,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,4
-158,45000,-0.01186551,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,4
-158,50000,-0.00230436,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,4
+158,5000,-0.00283526,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,4
+158,10000,-0.00728976,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,4
+158,15000,-0.00212561,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,4
+158,20000,-0.00234188,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,4
+158,25000,-0.00015729,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,4
+158,30000,-0.00122008,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,4
+158,35000,-0.01046714,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,4
+158,40000,-0.01312272,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,4
+158,45000,-0.01186551,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,4
+158,50000,-0.00230436,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,4
 159,5000,-0.0841191,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,4
 159,10000,-0.02406828,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,4
 159,15000,-0.00980857,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,4
@@ -17099,16 +17099,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 173,40000,,512,False,84860,0.04116911,5055,5.96579894,False,,,,,4
 173,45000,,512,False,84860,0.04116911,5055,5.96579894,False,,,,,4
 173,50000,,512,False,84860,0.04116911,5055,5.96579894,False,,,,,4
-174,5000,-0.03160089,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,4
-174,10000,-0.31749126,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,4
-174,15000,-0.18418003,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,4
-174,20000,-0.04857736,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,4
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+174,50000,-0.00908267,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,1e-09,0.92847555,4
 175,5000,-99.88052543,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,4
 175,10000,,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,4
 175,15000,,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,4
@@ -17219,16 +17219,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 185,40000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,4
 185,45000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,4
 185,50000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,4
-186,5000,-7.407e-05,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,4
-186,10000,-0.0006405,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,4
-186,15000,-0.00515155,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,4
-186,20000,-0.0145079,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,4
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-186,35000,-0.00265783,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,4
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+186,50000,-0.00089845,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,1e-09,,4
 187,5000,-0.02191246,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,4
 187,10000,-0.04498373,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,4
 187,15000,-0.05643337,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,4
@@ -17389,36 +17389,36 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 202,40000,-7e-07,256,False,115482,1.224e-05,338,1.14920823,False,,,,,4
 202,45000,-0.00118185,256,False,115482,1.224e-05,338,1.14920823,False,,,,,4
 202,50000,-8.474e-05,256,False,115482,1.224e-05,338,1.14920823,False,,,,,4
-203,5000,-0.00041189,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,4
-203,10000,-0.00045502,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,4
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-203,20000,-0.01078658,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,4
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-204,5000,-99.89999583,256,True,93439,0.06839551,3175,2.36254484,False,0.74820992,0.63982765,0.0,,4
-204,10000,,256,True,93439,0.06839551,3175,2.36254484,False,0.74820992,0.63982765,0.0,,4
-204,15000,,256,True,93439,0.06839551,3175,2.36254484,False,0.74820992,0.63982765,0.0,,4
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-204,30000,,256,True,93439,0.06839551,3175,2.36254484,False,0.74820992,0.63982765,0.0,,4
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-204,50000,,256,True,93439,0.06839551,3175,2.36254484,False,0.74820992,0.63982765,0.0,,4
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+205,50000,-0.01164519,1024,True,101391,0.00303123,3001,1.14379591,False,0.71691325,0.52139038,1e-09,,4
 206,5000,-0.00300234,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,4
 206,10000,-0.00027628,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,4
 206,15000,-0.00354931,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,4
@@ -17709,16 +17709,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 234,40000,-0.00787384,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,4
 234,45000,-0.00861248,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,4
 234,50000,-0.00398558,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,4
-235,5000,-5.463e-05,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,4
-235,10000,-0.0035068,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,4
-235,15000,-0.02249939,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,4
-235,20000,-0.02515937,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,4
-235,25000,-0.00483847,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,4
-235,30000,-0.00484007,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,4
-235,35000,-0.01830231,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,4
-235,40000,-0.0760063,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,4
-235,45000,-0.11468375,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,4
-235,50000,-0.1170915,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,4
+235,5000,-5.463e-05,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,4
+235,10000,-0.0035068,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,4
+235,15000,-0.02249939,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,4
+235,20000,-0.02515937,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,4
+235,25000,-0.00483847,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,4
+235,30000,-0.00484007,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,4
+235,35000,-0.01830231,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,4
+235,40000,-0.0760063,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,4
+235,45000,-0.11468375,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,4
+235,50000,-0.1170915,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,4
 236,5000,-2.231e-05,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,4
 236,10000,-0.02387285,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,4
 236,15000,-0.06429458,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,4
@@ -17839,16 +17839,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 247,40000,-0.0395026,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,4
 247,45000,-0.01606335,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,4
 247,50000,-0.03522517,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,4
-248,5000,-7.407e-05,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,4
-248,10000,-0.0015953,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,4
-248,15000,-0.00546377,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,4
-248,20000,-0.00352586,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,4
-248,25000,-0.00263888,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,4
-248,30000,-0.0107452,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,4
-248,35000,-0.00171289,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,4
-248,40000,-0.00137623,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,4
-248,45000,-0.01321096,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,4
-248,50000,-0.00473247,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,4
+248,5000,-7.407e-05,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,4
+248,10000,-0.0015953,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,4
+248,15000,-0.00546377,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,4
+248,20000,-0.00352586,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,4
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+248,30000,-0.0107452,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,4
+248,35000,-0.00171289,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,4
+248,40000,-0.00137623,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,4
+248,45000,-0.01321096,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,4
+248,50000,-0.00473247,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,4
 249,5000,-7.407e-05,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,4
 249,10000,-0.00240386,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,4
 249,15000,-6.907e-05,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,4
@@ -17979,16 +17979,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 5,40000,-0.14818367,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,3
 5,45000,-0.03379951,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,3
 5,50000,-0.00119729,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,3
-6,5000,-9.326e-05,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,3
-6,10000,-0.00125953,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,3
-6,15000,-0.00658709,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,3
-6,20000,-0.00753689,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,3
-6,25000,-0.00259929,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,3
-6,30000,-0.00054702,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,3
-6,35000,-1.859e-05,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,3
-6,40000,-0.00069775,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,3
-6,45000,-0.0008034,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,3
-6,50000,-0.00298146,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,3
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+6,15000,-0.00658709,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,3
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+6,30000,-0.00054702,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,3
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+6,40000,-0.00069775,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,3
+6,45000,-0.0008034,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,3
+6,50000,-0.00298146,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,3
 7,5000,-0.00208497,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,3
 7,10000,-0.05167734,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,3
 7,15000,-0.04992632,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,3
@@ -18469,16 +18469,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 54,40000,-0.03286118,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,3
 54,45000,-0.02304146,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,3
 54,50000,-0.00822825,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,3
-55,5000,-0.00677821,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,3
-55,10000,-0.07713031,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,3
-55,15000,-0.1665508,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,3
-55,20000,-0.21400639,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,3
-55,25000,-0.03433457,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,3
-55,30000,-0.03471589,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,3
-55,35000,-0.09800441,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,3
-55,40000,-0.0904218,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,3
-55,45000,-0.21829941,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,3
-55,50000,-0.7625156,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,3
+55,5000,-0.00677821,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,3
+55,10000,-0.07713031,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,3
+55,15000,-0.1665508,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,3
+55,20000,-0.21400639,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,3
+55,25000,-0.03433457,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,3
+55,30000,-0.03471589,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,3
+55,35000,-0.09800441,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,3
+55,40000,-0.0904218,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,3
+55,45000,-0.21829941,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,3
+55,50000,-0.7625156,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,3
 56,5000,-99.89999999,512,False,48288,0.09917221,2883,2.77212836,False,,,,,3
 56,10000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,3
 56,15000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,3
@@ -18489,16 +18489,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 56,40000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,3
 56,45000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,3
 56,50000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,3
-57,5000,-0.00127107,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,3
-57,10000,-0.00422162,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,3
-57,15000,-0.00609628,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,3
-57,20000,-0.00383734,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,3
-57,25000,-0.00417673,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,3
-57,30000,-0.00260392,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,3
-57,35000,-0.00068532,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,3
-57,40000,-1.403e-05,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,3
-57,45000,-0.00033457,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,3
-57,50000,-0.00213527,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,3
+57,5000,-0.00127107,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,3
+57,10000,-0.00422162,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,3
+57,15000,-0.00609628,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,3
+57,20000,-0.00383734,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,3
+57,25000,-0.00417673,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,3
+57,30000,-0.00260392,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,3
+57,35000,-0.00068532,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,3
+57,40000,-1.403e-05,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,3
+57,45000,-0.00033457,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,3
+57,50000,-0.00213527,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,3
 58,5000,-9.326e-05,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,3
 58,10000,-98.90770622,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,3
 58,15000,,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,3
@@ -18659,16 +18659,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 73,40000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,3
 73,45000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,3
 73,50000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,3
-74,5000,-9.326e-05,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,3
-74,10000,-0.00337118,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,3
-74,15000,-0.00029847,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,3
-74,20000,-0.01845877,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,3
-74,25000,-0.02440495,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,3
-74,30000,-0.00465557,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,3
-74,35000,-0.02449598,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,3
-74,40000,-0.00369631,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,3
-74,45000,-0.03208046,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,3
-74,50000,-0.07246194,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,3
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+74,10000,-0.00337118,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,3
+74,15000,-0.00029847,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,3
+74,20000,-0.01845877,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,3
+74,25000,-0.02440495,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,3
+74,30000,-0.00465557,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,3
+74,35000,-0.02449598,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,3
+74,40000,-0.00369631,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,3
+74,45000,-0.03208046,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,3
+74,50000,-0.07246194,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,3
 75,5000,-0.02938169,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,3
 75,10000,-0.0001956,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,3
 75,15000,-0.01389768,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,3
@@ -18739,16 +18739,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 81,40000,-0.00734389,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,3
 81,45000,-0.00024452,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,3
 81,50000,-0.05054578,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,3
-82,5000,-99.89687644,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,3
-82,10000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,3
-82,15000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,3
-82,20000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,3
-82,25000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,3
-82,30000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,3
-82,35000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,3
-82,40000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,3
-82,45000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,3
-82,50000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,3
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+82,10000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,3
+82,15000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,3
+82,20000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,3
+82,25000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,3
+82,30000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,3
+82,35000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,3
+82,40000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,3
+82,45000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,3
+82,50000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,3
 83,5000,-2.71e-06,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,3
 83,10000,-0.08794176,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,3
 83,15000,-0.00814001,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,3
@@ -18969,16 +18969,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 104,40000,-0.02800753,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,3
 104,45000,-0.00317117,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,3
 104,50000,-0.00884114,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,3
-105,5000,-9.326e-05,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,3
-105,10000,-0.00285739,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,3
-105,15000,-0.00505064,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,3
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-105,25000,-0.00023142,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,3
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-105,40000,-0.00114823,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,3
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+105,40000,-0.00114823,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,3
+105,45000,-0.00031347,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,3
+105,50000,-0.00315138,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,3
 106,5000,-99.89433848,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,3
 106,10000,,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,3
 106,15000,,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,3
@@ -19009,16 +19009,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 108,40000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,3
 108,45000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,3
 108,50000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,3
-109,5000,-9.326e-05,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,3
-109,10000,-0.34006766,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,3
-109,15000,-0.59206819,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,3
-109,20000,-0.12003609,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,3
-109,25000,0.67316405,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,3
-109,30000,-77.93586626,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,3
-109,35000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,3
-109,40000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,3
-109,45000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,3
-109,50000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,3
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+109,10000,-0.34006766,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,3
+109,15000,-0.59206819,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,3
+109,20000,-0.12003609,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,3
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+109,30000,-77.93586626,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,3
+109,35000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,3
+109,40000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,3
+109,45000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,3
+109,50000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,3
 110,5000,-9.326e-05,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,3
 110,10000,-0.00062495,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,3
 110,15000,-0.00223652,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,3
@@ -19099,16 +19099,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 117,40000,-0.00396348,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,3
 117,45000,-0.01326416,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,3
 117,50000,-0.00016062,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,3
-118,5000,-0.00012311,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,3
-118,10000,-0.01282695,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,3
-118,15000,-0.00288286,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,3
-118,20000,-0.00425685,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,3
-118,25000,-0.00200642,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,3
-118,30000,-0.00167061,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,3
-118,35000,-0.00584825,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,3
-118,40000,-0.00290076,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,3
-118,45000,-0.01150897,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,3
-118,50000,-0.00423489,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,3
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+118,50000,-0.00423489,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,3
 119,5000,-0.02016935,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,3
 119,10000,-0.00078623,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,3
 119,15000,-0.00112093,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,3
@@ -19499,16 +19499,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 157,40000,-0.00143838,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,3
 157,45000,-0.00203224,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,3
 157,50000,-0.00155377,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,3
-158,5000,-0.03614087,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,3
-158,10000,-0.41264055,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,3
-158,15000,-98.02509222,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,3
-158,20000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,3
-158,25000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,3
-158,30000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,3
-158,35000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,3
-158,40000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,3
-158,45000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,3
-158,50000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,3
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+158,15000,-98.02509222,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,3
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+158,25000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,3
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+158,50000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,3
 159,5000,-0.07758648,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,3
 159,10000,-0.00018816,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,3
 159,15000,-0.01585463,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,3
@@ -19659,16 +19659,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 173,40000,,512,False,84860,0.04116911,5055,5.96579894,False,,,,,3
 173,45000,,512,False,84860,0.04116911,5055,5.96579894,False,,,,,3
 173,50000,,512,False,84860,0.04116911,5055,5.96579894,False,,,,,3
-174,5000,-0.00893324,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,3
-174,10000,-0.41631495,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,3
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 175,5000,-99.9,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,3
 175,10000,,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,3
 175,15000,,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,3
@@ -19779,16 +19779,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 185,40000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,3
 185,45000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,3
 185,50000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,3
-186,5000,-9.326e-05,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,3
-186,10000,-0.00136412,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,3
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-186,20000,-0.00780605,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,3
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-186,30000,-0.00378432,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,3
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+186,50000,-0.00111046,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,1e-09,,3
 187,5000,-0.00093859,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,3
 187,10000,-0.00876772,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,3
 187,15000,-1.685e-05,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,3
@@ -19949,36 +19949,36 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 202,40000,-0.01056996,256,False,115482,1.224e-05,338,1.14920823,False,,,,,3
 202,45000,-0.00487982,256,False,115482,1.224e-05,338,1.14920823,False,,,,,3
 202,50000,-0.00136245,256,False,115482,1.224e-05,338,1.14920823,False,,,,,3
-203,5000,-6.36e-05,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,3
-203,10000,-9.916e-05,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,3
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-205,5000,-0.01445904,1024,True,101391,0.00303123,3001,1.14379591,False,0.71691325,0.52139038,0.0,,3
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 206,5000,-0.00637203,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,3
 206,10000,-0.00806474,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,3
 206,15000,-0.01406712,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,3
@@ -20269,16 +20269,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 234,40000,-0.00339777,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,3
 234,45000,-0.00480188,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,3
 234,50000,-0.00163741,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,3
-235,5000,-0.0001491,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,3
-235,10000,-0.03101281,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,3
-235,15000,-0.00330697,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,3
-235,20000,-0.01170367,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,3
-235,25000,-0.00128285,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,3
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-235,35000,-0.03652618,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,3
-235,40000,-0.03806446,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,3
-235,45000,-0.11607273,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,3
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+235,45000,-0.11607273,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,3
+235,50000,-0.03683244,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,3
 236,5000,-2.29e-05,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,3
 236,10000,-0.00399229,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,3
 236,15000,-0.00103681,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,3
@@ -20399,16 +20399,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 247,40000,-0.06052105,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,3
 247,45000,-0.13135869,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,3
 247,50000,-0.10895628,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,3
-248,5000,-9.326e-05,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,3
-248,10000,-0.00214588,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,3
-248,15000,-1.487e-05,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,3
-248,20000,-3.146e-05,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,3
-248,25000,-0.00120245,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,3
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+248,40000,-0.01887436,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,3
+248,45000,-0.02244198,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,3
+248,50000,-0.02170114,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,3
 249,5000,-9.326e-05,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,3
 249,10000,-0.40413374,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,3
 249,15000,-0.08081513,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,3
@@ -20539,16 +20539,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 5,40000,-0.63125837,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,2
 5,45000,-0.27752641,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,2
 5,50000,-0.01216688,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,2
-6,5000,-1.43e-06,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,2
-6,10000,-0.00813834,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,2
-6,15000,-0.07530416,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,2
-6,20000,-0.04995658,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,2
-6,25000,-0.01034274,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,2
-6,30000,-0.0001144,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,2
-6,35000,-0.00187808,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,2
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+6,50000,-0.00495904,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,2
 7,5000,-0.00725997,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,2
 7,10000,-0.01089456,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,2
 7,15000,-0.00532735,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,2
@@ -21029,16 +21029,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 54,40000,-0.00803324,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,2
 54,45000,-0.01430263,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,2
 54,50000,-0.00712124,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,2
-55,5000,-0.00538489,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,2
-55,10000,-0.45902672,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,2
-55,15000,-0.59800569,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,2
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-55,25000,-0.28080254,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,2
-55,30000,-0.06575967,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,2
-55,35000,-0.22773269,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,2
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-55,45000,-0.00062496,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,2
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+55,15000,-0.59800569,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,2
+55,20000,-0.16243659,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,2
+55,25000,-0.28080254,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,2
+55,30000,-0.06575967,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,2
+55,35000,-0.22773269,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,2
+55,40000,-0.22143215,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,2
+55,45000,-0.00062496,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,2
+55,50000,-0.03648206,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,2
 56,5000,-99.9,512,False,48288,0.09917221,2883,2.77212836,False,,,,,2
 56,10000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,2
 56,15000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,2
@@ -21049,16 +21049,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 56,40000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,2
 56,45000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,2
 56,50000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,2
-57,5000,-0.00850617,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,2
-57,10000,-0.0575056,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,2
-57,15000,-0.06558027,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,2
-57,20000,-0.0400453,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,2
-57,25000,-0.01432455,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,2
-57,30000,-0.00626436,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,2
-57,35000,-0.00016429,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,2
-57,40000,-1.445e-05,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,2
-57,45000,-0.00097681,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,2
-57,50000,-0.00069645,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,2
+57,5000,-0.00850617,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,2
+57,10000,-0.0575056,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,2
+57,15000,-0.06558027,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,2
+57,20000,-0.0400453,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,2
+57,25000,-0.01432455,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,2
+57,30000,-0.00626436,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,2
+57,35000,-0.00016429,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,2
+57,40000,-1.445e-05,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,2
+57,45000,-0.00097681,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,2
+57,50000,-0.00069645,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,2
 58,5000,-1.43e-06,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,2
 58,10000,-99.76777868,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,2
 58,15000,,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,2
@@ -21219,16 +21219,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 73,40000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,2
 73,45000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,2
 73,50000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,2
-74,5000,-1.43e-06,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,2
-74,10000,-3.614e-05,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,2
-74,15000,-0.0024816,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,2
-74,20000,-0.00263594,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,2
-74,25000,-0.0008833,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,2
-74,30000,-0.00751857,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,2
-74,35000,-0.02438976,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,2
-74,40000,-0.24096015,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,2
-74,45000,-1.13171521,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,2
-74,50000,-1.67738401,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,2
+74,5000,-1.43e-06,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,2
+74,10000,-3.614e-05,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,2
+74,15000,-0.0024816,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,2
+74,20000,-0.00263594,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,2
+74,25000,-0.0008833,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,2
+74,30000,-0.00751857,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,2
+74,35000,-0.02438976,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,2
+74,40000,-0.24096015,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,2
+74,45000,-1.13171521,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,2
+74,50000,-1.67738401,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,2
 75,5000,-0.03155163,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,2
 75,10000,-0.24815417,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,2
 75,15000,-0.05561065,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,2
@@ -21299,16 +21299,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 81,40000,-0.05302854,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,2
 81,45000,-0.04701257,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,2
 81,50000,-0.00205659,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,2
-82,5000,-0.04084778,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,2
-82,10000,-0.01251284,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,2
-82,15000,-0.00207997,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,2
-82,20000,-0.00134602,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,2
-82,25000,-0.00717358,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,2
-82,30000,-0.0105915,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,2
-82,35000,-0.00066599,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,2
-82,40000,-0.01786353,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,2
-82,45000,-0.03911243,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,2
-82,50000,-0.01401157,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,2
+82,5000,-0.04084778,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,2
+82,10000,-0.01251284,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,2
+82,15000,-0.00207997,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,2
+82,20000,-0.00134602,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,2
+82,25000,-0.00717358,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,2
+82,30000,-0.0105915,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,2
+82,35000,-0.00066599,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,2
+82,40000,-0.01786353,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,2
+82,45000,-0.03911243,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,2
+82,50000,-0.01401157,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,2
 83,5000,-0.00012522,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,2
 83,10000,-0.00417231,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,2
 83,15000,-0.00878283,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,2
@@ -21529,16 +21529,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 104,40000,-0.12853702,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,2
 104,45000,-0.00798638,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,2
 104,50000,-0.00637983,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,2
-105,5000,-1.43e-06,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,2
-105,10000,-0.04094738,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,2
-105,15000,-0.07581361,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,2
-105,20000,-0.03106407,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,2
-105,25000,-0.00172505,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,2
-105,30000,-0.00033466,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,2
-105,35000,-0.00218276,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,2
-105,40000,-0.00371793,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,2
-105,45000,-0.00162488,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,2
-105,50000,-0.00351196,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,2
+105,5000,-1.43e-06,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,2
+105,10000,-0.04094738,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,2
+105,15000,-0.07581361,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,2
+105,20000,-0.03106407,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,2
+105,25000,-0.00172505,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,2
+105,30000,-0.00033466,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,2
+105,35000,-0.00218276,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,2
+105,40000,-0.00371793,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,2
+105,45000,-0.00162488,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,2
+105,50000,-0.00351196,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,2
 106,5000,-99.9,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,2
 106,10000,,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,2
 106,15000,,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,2
@@ -21569,16 +21569,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 108,40000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,2
 108,45000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,2
 108,50000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,2
-109,5000,-1.43e-06,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,2
-109,10000,-0.15308328,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,2
-109,15000,-99.89159716,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,2
-109,20000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,2
-109,25000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,2
-109,30000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,2
-109,35000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,2
-109,40000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,2
-109,45000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,2
-109,50000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,2
+109,5000,-1.43e-06,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,2
+109,10000,-0.15308328,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,2
+109,15000,-99.89159716,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,2
+109,20000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,2
+109,25000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,2
+109,30000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,2
+109,35000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,2
+109,40000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,2
+109,45000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,2
+109,50000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,2
 110,5000,-1.43e-06,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,2
 110,10000,-0.00953592,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,2
 110,15000,-0.04157056,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,2
@@ -21659,16 +21659,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 117,40000,-0.00400159,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,2
 117,45000,-0.00821071,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,2
 117,50000,-0.01230805,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,2
-118,5000,-0.05453803,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,2
-118,10000,-0.02815764,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,2
-118,15000,-0.01364094,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,2
-118,20000,-0.00100671,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,2
-118,25000,-0.00056434,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,2
-118,30000,-0.00180646,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,2
-118,35000,-0.00989408,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,2
-118,40000,-0.00185019,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,2
-118,45000,-0.00497383,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,2
-118,50000,-3.92e-05,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,2
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+118,10000,-0.02815764,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,2
+118,15000,-0.01364094,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,2
+118,20000,-0.00100671,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,2
+118,25000,-0.00056434,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,2
+118,30000,-0.00180646,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,2
+118,35000,-0.00989408,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,2
+118,40000,-0.00185019,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,2
+118,45000,-0.00497383,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,2
+118,50000,-3.92e-05,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,2
 119,5000,-0.00394711,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,2
 119,10000,-0.00421062,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,2
 119,15000,-0.00221461,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,2
@@ -22059,16 +22059,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 157,40000,-0.00160207,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,2
 157,45000,-0.00373235,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,2
 157,50000,-0.00565624,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,2
-158,5000,-0.05469828,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,2
-158,10000,-1.71963863,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,2
-158,15000,-99.59978058,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,2
-158,20000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,2
-158,25000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,2
-158,30000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,2
-158,35000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,2
-158,40000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,2
-158,45000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,2
-158,50000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,2
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+158,15000,-99.59978058,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,2
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+158,25000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,2
+158,30000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,2
+158,35000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,2
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+158,50000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,2
 159,5000,-0.10380494,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,2
 159,10000,-0.02565151,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,2
 159,15000,-0.00229081,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,2
@@ -22219,16 +22219,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 173,40000,,512,False,84860,0.04116911,5055,5.96579894,False,,,,,2
 173,45000,,512,False,84860,0.04116911,5055,5.96579894,False,,,,,2
 173,50000,,512,False,84860,0.04116911,5055,5.96579894,False,,,,,2
-174,5000,-0.00647997,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,2
-174,10000,-4.79176027,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,2
-174,15000,-1.31341667,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,2
-174,20000,-0.70303042,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,2
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+174,50000,-0.19599446,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,1e-09,0.92847555,2
 175,5000,-99.9,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,2
 175,10000,,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,2
 175,15000,,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,2
@@ -22339,16 +22339,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 185,40000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,2
 185,45000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,2
 185,50000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,2
-186,5000,-1.43e-06,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,2
-186,10000,-0.00683318,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,2
-186,15000,-0.06549817,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,2
-186,20000,-0.07351957,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,2
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-186,30000,-0.00816104,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,2
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+186,50000,-0.00504782,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,1e-09,,2
 187,5000,-0.03433972,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,2
 187,10000,-0.06881247,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,2
 187,15000,-0.04605686,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,2
@@ -22509,36 +22509,36 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 202,40000,-0.01772382,256,False,115482,1.224e-05,338,1.14920823,False,,,,,2
 202,45000,-0.03201322,256,False,115482,1.224e-05,338,1.14920823,False,,,,,2
 202,50000,-0.00432948,256,False,115482,1.224e-05,338,1.14920823,False,,,,,2
-203,5000,-0.00341068,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,2
-203,10000,-0.00028296,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,2
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+205,50000,-0.01271259,1024,True,101391,0.00303123,3001,1.14379591,False,0.71691325,0.52139038,1e-09,,2
 206,5000,-0.07262672,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,2
 206,10000,-0.02360668,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,2
 206,15000,-0.03039523,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,2
@@ -22829,16 +22829,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 234,40000,-0.01304234,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,2
 234,45000,-0.02084634,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,2
 234,50000,-0.01987984,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,2
-235,5000,-0.01425672,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,2
-235,10000,-0.00444504,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,2
-235,15000,-0.01814299,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,2
-235,20000,-0.01803194,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,2
-235,25000,-0.0730047,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,2
-235,30000,-0.01845296,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,2
-235,35000,-0.08942939,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,2
-235,40000,-0.21553094,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,2
-235,45000,-0.17188522,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,2
-235,50000,-0.11657041,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,2
+235,5000,-0.01425672,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,2
+235,10000,-0.00444504,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,2
+235,15000,-0.01814299,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,2
+235,20000,-0.01803194,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,2
+235,25000,-0.0730047,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,2
+235,30000,-0.01845296,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,2
+235,35000,-0.08942939,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,2
+235,40000,-0.21553094,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,2
+235,45000,-0.17188522,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,2
+235,50000,-0.11657041,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,2
 236,5000,-0.00951777,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,2
 236,10000,-0.01011592,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,2
 236,15000,-0.00299591,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,2
@@ -22959,16 +22959,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 247,40000,-0.06821543,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,2
 247,45000,-0.02636407,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,2
 247,50000,-0.01938386,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,2
-248,5000,-1.43e-06,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,2
-248,10000,-0.0288809,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,2
-248,15000,-0.00049685,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,2
-248,20000,-0.01763718,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,2
-248,25000,-0.01105235,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,2
-248,30000,-0.00856028,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,2
-248,35000,-0.00759594,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,2
-248,40000,-0.01792562,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,2
-248,45000,-0.02262603,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,2
-248,50000,-0.01076713,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,2
+248,5000,-1.43e-06,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,2
+248,10000,-0.0288809,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,2
+248,15000,-0.00049685,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,2
+248,20000,-0.01763718,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,2
+248,25000,-0.01105235,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,2
+248,30000,-0.00856028,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,2
+248,35000,-0.00759594,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,2
+248,40000,-0.01792562,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,2
+248,45000,-0.02262603,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,2
+248,50000,-0.01076713,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,2
 249,5000,-1.43e-06,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,2
 249,10000,-0.02421597,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,2
 249,15000,-0.40387756,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,2
@@ -23099,16 +23099,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 5,40000,-0.05102415,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,5
 5,45000,-0.09959081,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,5
 5,50000,-0.02889772,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,5
-6,5000,-3.71e-05,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,5
-6,10000,-0.0025059,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,5
-6,15000,-0.0111105,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,5
-6,20000,-0.00536171,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,5
-6,25000,-0.00354449,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,5
-6,30000,-0.00115338,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,5
-6,35000,-0.00288042,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,5
-6,40000,-0.00134945,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,5
-6,45000,-0.00154121,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,5
-6,50000,-0.00040674,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,5
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+6,10000,-0.0025059,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,5
+6,15000,-0.0111105,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,5
+6,20000,-0.00536171,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,5
+6,25000,-0.00354449,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,5
+6,30000,-0.00115338,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,5
+6,35000,-0.00288042,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,5
+6,40000,-0.00134945,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,5
+6,45000,-0.00154121,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,5
+6,50000,-0.00040674,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,5
 7,5000,-0.02354232,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,5
 7,10000,-0.04683542,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,5
 7,15000,-0.04391162,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,5
@@ -23589,16 +23589,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 54,40000,-0.0491386,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,5
 54,45000,-0.00064875,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,5
 54,50000,-0.00505717,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,5
-55,5000,-0.02532001,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,5
-55,10000,-0.26473701,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,5
-55,15000,-0.40148848,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,5
-55,20000,-0.41468839,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,5
-55,25000,-0.11277958,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,5
-55,30000,-0.0397415,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,5
-55,35000,-0.05857058,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,5
-55,40000,-0.11213627,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,5
-55,45000,-0.17736876,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,5
-55,50000,-0.03504427,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,5
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+55,10000,-0.26473701,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,5
+55,15000,-0.40148848,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,5
+55,20000,-0.41468839,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,5
+55,25000,-0.11277958,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,5
+55,30000,-0.0397415,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,5
+55,35000,-0.05857058,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,5
+55,40000,-0.11213627,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,5
+55,45000,-0.17736876,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,5
+55,50000,-0.03504427,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,5
 56,5000,-99.89999967,512,False,48288,0.09917221,2883,2.77212836,False,,,,,5
 56,10000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,5
 56,15000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,5
@@ -23609,16 +23609,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 56,40000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,5
 56,45000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,5
 56,50000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,5
-57,5000,-0.00295902,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,5
-57,10000,-0.00715299,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,5
-57,15000,-0.0100563,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,5
-57,20000,-0.00910277,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,5
-57,25000,-0.00656861,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,5
-57,30000,-0.00597855,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,5
-57,35000,-0.00409122,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,5
-57,40000,-0.00433158,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,5
-57,45000,-0.00463616,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,5
-57,50000,-0.00275075,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,5
+57,5000,-0.00295902,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,5
+57,10000,-0.00715299,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,5
+57,15000,-0.0100563,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,5
+57,20000,-0.00910277,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,5
+57,25000,-0.00656861,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,5
+57,30000,-0.00597855,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,5
+57,35000,-0.00409122,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,5
+57,40000,-0.00433158,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,5
+57,45000,-0.00463616,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,5
+57,50000,-0.00275075,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,5
 58,5000,-3.71e-05,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,5
 58,10000,-89.61546422,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,5
 58,15000,,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,5
@@ -23779,16 +23779,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 73,40000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,5
 73,45000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,5
 73,50000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,5
-74,5000,-3.71e-05,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,5
-74,10000,-0.06771118,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,5
-74,15000,-0.02180193,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,5
-74,20000,-0.026369,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,5
-74,25000,-0.00290209,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,5
-74,30000,-0.0605447,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,5
-74,35000,-0.00016585,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,5
-74,40000,-0.12093708,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,5
-74,45000,-0.43042666,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,5
-74,50000,-1.19880914,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,5
+74,5000,-3.71e-05,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,5
+74,10000,-0.06771118,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,5
+74,15000,-0.02180193,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,5
+74,20000,-0.026369,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,5
+74,25000,-0.00290209,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,5
+74,30000,-0.0605447,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,5
+74,35000,-0.00016585,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,5
+74,40000,-0.12093708,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,5
+74,45000,-0.43042666,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,5
+74,50000,-1.19880914,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,5
 75,5000,-0.36219855,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,5
 75,10000,-0.06619011,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,5
 75,15000,-0.10627831,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,5
@@ -23859,16 +23859,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 81,40000,-0.00473777,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,5
 81,45000,-8.119e-05,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,5
 81,50000,-0.00478427,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,5
-82,5000,-0.00087523,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,5
-82,10000,-0.00125336,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,5
-82,15000,-9.254e-05,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,5
-82,20000,-0.00026541,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,5
-82,25000,-0.0004767,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,5
-82,30000,-0.04185295,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,5
-82,35000,-0.01218981,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,5
-82,40000,-0.01961986,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,5
-82,45000,-12.53550026,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,5
-82,50000,-31.022817,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,5
+82,5000,-0.00087523,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,5
+82,10000,-0.00125336,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,5
+82,15000,-9.254e-05,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,5
+82,20000,-0.00026541,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,5
+82,25000,-0.0004767,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,5
+82,30000,-0.04185295,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,5
+82,35000,-0.01218981,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,5
+82,40000,-0.01961986,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,5
+82,45000,-12.53550026,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,5
+82,50000,-31.022817,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,5
 83,5000,-0.00405861,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,5
 83,10000,-0.02865929,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,5
 83,15000,-0.01096959,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,5
@@ -24089,16 +24089,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 104,40000,-0.14767347,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,5
 104,45000,-0.0633609,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,5
 104,50000,-0.08187306,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,5
-105,5000,-3.71e-05,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,5
-105,10000,-0.00643404,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,5
-105,15000,-0.0039733,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,5
-105,20000,-0.00060714,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,5
-105,25000,-0.00010461,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,5
-105,30000,-7.35e-06,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,5
-105,35000,-1.7e-06,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,5
-105,40000,-0.00018406,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,5
-105,45000,-0.00127926,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,5
-105,50000,-0.00080993,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,5
+105,5000,-3.71e-05,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,5
+105,10000,-0.00643404,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,5
+105,15000,-0.0039733,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,5
+105,20000,-0.00060714,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,5
+105,25000,-0.00010461,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,5
+105,30000,-7.35e-06,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,5
+105,35000,-1.7e-06,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,5
+105,40000,-0.00018406,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,5
+105,45000,-0.00127926,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,5
+105,50000,-0.00080993,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,5
 106,5000,-99.89972311,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,5
 106,10000,,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,5
 106,15000,,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,5
@@ -24129,16 +24129,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 108,40000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,5
 108,45000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,5
 108,50000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,5
-109,5000,-3.71e-05,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,5
-109,10000,-0.00906163,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,5
-109,15000,-0.99415241,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,5
-109,20000,-11.69071763,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,5
-109,25000,-0.6138912,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,5
-109,30000,-0.95317084,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,5
-109,35000,-99.89999996,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,5
-109,40000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,5
-109,45000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,5
-109,50000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,5
+109,5000,-3.71e-05,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,5
+109,10000,-0.00906163,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,5
+109,15000,-0.99415241,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,5
+109,20000,-11.69071763,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,5
+109,25000,-0.6138912,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,5
+109,30000,-0.95317084,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,5
+109,35000,-99.89999996,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,5
+109,40000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,5
+109,45000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,5
+109,50000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,5
 110,5000,-3.71e-05,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,5
 110,10000,-0.00163878,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,5
 110,15000,-0.00280988,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,5
@@ -24219,16 +24219,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 117,40000,-0.00618183,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,5
 117,45000,-0.01990993,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,5
 117,50000,-0.00696223,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,5
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 119,5000,-0.03650645,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,5
 119,10000,-0.01542125,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,5
 119,15000,-0.06319051,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,5
@@ -24619,16 +24619,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 157,40000,-0.00048843,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,5
 157,45000,-0.0009264,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,5
 157,50000,-0.00034891,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,5
-158,5000,-0.0047413,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,5
-158,10000,-1.30368411,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,5
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-158,20000,-93.49049305,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,5
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-158,30000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,5
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 159,5000,-0.00924895,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,5
 159,10000,-0.06748887,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,5
 159,15000,-0.06676816,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,5
@@ -24779,16 +24779,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 173,40000,-0.00010008,512,False,84860,0.04116911,5055,5.96579894,False,,,,,5
 173,45000,-0.00151098,512,False,84860,0.04116911,5055,5.96579894,False,,,,,5
 173,50000,-0.00134613,512,False,84860,0.04116911,5055,5.96579894,False,,,,,5
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 175,5000,-99.9,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,5
 175,10000,,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,5
 175,15000,,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,5
@@ -24899,16 +24899,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 185,40000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,5
 185,45000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,5
 185,50000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,5
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 187,5000,-0.00093816,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,5
 187,10000,-0.02229123,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,5
 187,15000,-0.13685,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,5
@@ -25069,36 +25069,36 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 202,40000,-0.00101531,256,False,115482,1.224e-05,338,1.14920823,False,,,,,5
 202,45000,-0.00154289,256,False,115482,1.224e-05,338,1.14920823,False,,,,,5
 202,50000,-0.00653369,256,False,115482,1.224e-05,338,1.14920823,False,,,,,5
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+205,50000,-0.08437503,1024,True,101391,0.00303123,3001,1.14379591,False,0.71691325,0.52139038,1e-09,,5
 206,5000,-0.00268683,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,5
 206,10000,-0.00693983,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,5
 206,15000,-0.00883934,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,5
@@ -25389,16 +25389,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 234,40000,-0.01073432,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,5
 234,45000,-0.01659033,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,5
 234,50000,-0.01215224,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,5
-235,5000,-0.00791385,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,5
-235,10000,-0.00010368,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,5
-235,15000,-0.01074243,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,5
-235,20000,-0.04539033,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,5
-235,25000,-0.07485758,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,5
-235,30000,-0.03334694,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,5
-235,35000,-0.07835454,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,5
-235,40000,-0.14473494,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,5
-235,45000,-0.19336926,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,5
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+235,35000,-0.07835454,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,5
+235,40000,-0.14473494,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,5
+235,45000,-0.19336926,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,5
+235,50000,-0.19167563,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,5
 236,5000,-0.00122895,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,5
 236,10000,-0.00127425,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,5
 236,15000,-0.0026133,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,5
@@ -25519,16 +25519,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 247,40000,-0.00909434,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,5
 247,45000,-6.012e-05,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,5
 247,50000,-0.00018529,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,5
-248,5000,-3.71e-05,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,5
-248,10000,-0.00887768,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,5
-248,15000,-0.00027725,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,5
-248,20000,-0.00199401,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,5
-248,25000,-0.00018689,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,5
-248,30000,-0.00419425,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,5
-248,35000,-0.00177123,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,5
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+248,50000,-0.00438902,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,5
 249,5000,-3.71e-05,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,5
 249,10000,-0.03447382,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,5
 249,15000,-0.18747125,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,5