diff --git "a/landscapes/cc_pendulum_sac.csv" "b/landscapes/cc_pendulum_sac.csv"
--- "a/landscapes/cc_pendulum_sac.csv"
+++ "b/landscapes/cc_pendulum_sac.csv"
@@ -59,16 +59,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 5,16000,-1258.24088406,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,9
 5,18000,-1283.02529024,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,9
 5,20000,-1292.36310623,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,9
-6,2000,-1169.09292432,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,9
-6,4000,-1201.02788911,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,9
-6,6000,-1252.95432589,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,9
-6,8000,-1219.97422367,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,9
-6,10000,-1225.6718672,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,9
-6,12000,-1247.11939296,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,9
-6,14000,-1256.6480374,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,9
-6,16000,-1265.28353766,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,9
-6,18000,-1288.17643222,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,9
-6,20000,-1280.37668231,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,9
+6,2000,-1169.09292432,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,9
+6,4000,-1201.02788911,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,9
+6,6000,-1252.95432589,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,9
+6,8000,-1219.97422367,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,9
+6,10000,-1225.6718672,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,9
+6,12000,-1247.11939296,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,9
+6,14000,-1256.6480374,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,9
+6,16000,-1265.28353766,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,9
+6,18000,-1288.17643222,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,9
+6,20000,-1280.37668231,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,9
 7,2000,-1169.09292432,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,9
 7,4000,-1206.06934769,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,9
 7,6000,-1298.44331811,256,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
 54,16000,-1258.36639391,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,9
 54,18000,-1285.02040695,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,9
 54,20000,-1229.30213685,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,9
-55,2000,-1169.09292432,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,9
-55,4000,-1283.99990589,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,9
-55,6000,-1319.38825326,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,9
-55,8000,-1506.27249744,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,9
-55,10000,-1202.03813233,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,9
-55,12000,-1209.58502694,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,9
-55,14000,-1352.35055517,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,9
-55,16000,-1375.74348111,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,9
-55,18000,-1209.95747649,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,9
-55,20000,-957.00057096,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,9
+55,2000,-1169.09292432,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,9
+55,4000,-1283.99990589,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,9
+55,6000,-1319.38825326,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,9
+55,8000,-1506.27249744,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,9
+55,10000,-1202.03813233,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,9
+55,12000,-1209.58502694,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,9
+55,14000,-1352.35055517,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,9
+55,16000,-1375.74348111,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,9
+55,18000,-1209.95747649,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,9
+55,20000,-957.00057096,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,9
 56,2000,-1169.09292432,512,False,48288,0.09917221,2883,2.77212836,False,,,,,9
 56,4000,-1401.9846635,512,False,48288,0.09917221,2883,2.77212836,False,,,,,9
 56,6000,,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
 56,16000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,9
 56,18000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,9
 56,20000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,9
-57,2000,-1233.21624003,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,9
-57,4000,-1232.84142141,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,9
-57,6000,-1240.27480712,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,9
-57,8000,-1188.24502019,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,9
-57,10000,-1226.30756981,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,9
-57,12000,-1240.61037595,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,9
-57,14000,-1234.28737666,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,9
-57,16000,-1271.80904395,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,9
-57,18000,-1335.57833149,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,9
-57,20000,-1244.03401917,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,9
+57,2000,-1233.21624003,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,9
+57,4000,-1232.84142141,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,9
+57,6000,-1240.27480712,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,9
+57,8000,-1188.24502019,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,9
+57,10000,-1226.30756981,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,9
+57,12000,-1240.61037595,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,9
+57,14000,-1234.28737666,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,9
+57,16000,-1271.80904395,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,9
+57,18000,-1335.57833149,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,9
+57,20000,-1244.03401917,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,9
 58,2000,-1169.09292432,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,9
 58,4000,-1201.02788911,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,9
 58,6000,-1252.95432589,512,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
 73,16000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,9
 73,18000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,9
 73,20000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,9
-74,2000,-1169.09292432,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,9
-74,4000,-1201.02788911,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,9
-74,6000,-1252.95432589,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,9
-74,8000,-1311.98329814,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,9
-74,10000,-1232.68593968,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,9
-74,12000,-1201.54502873,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,9
-74,14000,-1301.95189685,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,9
-74,16000,-1215.49058065,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,9
-74,18000,-1250.50455464,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,9
-74,20000,-1173.70513555,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,9
+74,2000,-1169.09292432,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,9
+74,4000,-1201.02788911,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,9
+74,6000,-1252.95432589,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,9
+74,8000,-1311.98329814,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,9
+74,10000,-1232.68593968,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,9
+74,12000,-1201.54502873,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,9
+74,14000,-1301.95189685,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,9
+74,16000,-1215.49058065,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,9
+74,18000,-1250.50455464,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,9
+74,20000,-1173.70513555,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,9
 75,2000,-1399.82071426,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,9
 75,4000,-1131.61694211,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,9
 75,6000,-258.57641043,1024,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
 81,16000,-1314.40134822,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,9
 81,18000,-1332.08555513,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,9
 81,20000,-1381.09929104,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,9
-82,2000,-1524.80911077,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,9
-82,4000,-1385.28887466,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,9
-82,6000,-1439.8682326,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,9
-82,8000,-1192.34914909,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,9
-82,10000,-1164.495748,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,9
-82,12000,-982.02659796,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,9
-82,14000,-1314.21339723,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,9
-82,16000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,9
-82,18000,,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
+82,2000,-1524.80911077,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,9
+82,4000,-1385.28887466,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,9
+82,6000,-1439.8682326,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,9
+82,8000,-1192.34914909,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,9
+82,10000,-1164.495748,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,9
+82,12000,-982.02659796,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,9
+82,14000,-1314.21339723,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,9
+82,16000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,9
+82,18000,,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
 83,2000,-1169.09292432,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,9
 83,4000,-1349.23392059,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,9
 83,6000,-1216.77721259,256,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
 104,16000,-1212.10044892,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,9
 104,18000,-1196.42912311,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,9
 104,20000,-1174.82263936,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,9
-105,2000,-1169.09292432,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,9
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 106,2000,-1169.09292432,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,9
 106,4000,-1393.96687435,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,9
 106,6000,-1539.1969631,512,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
 108,16000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,9
 108,18000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,9
 108,20000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,9
-109,2000,-1169.09292432,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,9
-109,4000,-1201.02788911,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,9
-109,6000,-1252.95432589,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,9
-109,8000,-1349.40361004,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,9
-109,10000,-1214.99144781,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,9
-109,12000,-1186.43621789,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,9
-109,14000,-1463.35201595,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,9
-109,16000,-1449.70829991,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,9
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-109,20000,-1371.09461274,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,9
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+109,12000,-1186.43621789,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,9
+109,14000,-1463.35201595,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,9
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+109,18000,-1354.38064401,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,9
+109,20000,-1371.09461274,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,9
 110,2000,-1169.09292432,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,9
 110,4000,-1201.02788911,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,9
 110,6000,-1277.09661336,256,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
 117,16000,-1248.8280294,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,9
 117,18000,-1286.08443832,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,9
 117,20000,-1272.56864541,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,9
-118,2000,-1169.09292432,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,9
-118,4000,-1236.77524893,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,9
-118,6000,-1336.59904871,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,9
-118,8000,-1304.79433115,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,9
-118,10000,-1272.74086062,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,9
-118,12000,-1214.38774191,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,9
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-118,18000,-1254.92570656,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,9
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+118,4000,-1236.77524893,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,9
+118,6000,-1336.59904871,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,9
+118,8000,-1304.79433115,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,9
+118,10000,-1272.74086062,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,9
+118,12000,-1214.38774191,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,9
+118,14000,-1203.43297394,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,9
+118,16000,-1211.31032411,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,9
+118,18000,-1254.92570656,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,9
+118,20000,-1216.75558006,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,9
 119,2000,-1334.4366573,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,9
 119,4000,-1193.13702706,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,9
 119,6000,-1244.45207749,1024,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
 157,16000,-1274.3605428,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,9
 157,18000,-1278.99350734,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,9
 157,20000,-1278.58395745,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,9
-158,2000,-1616.25945447,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,9
-158,4000,-1453.06002066,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,9
-158,6000,-1359.93567932,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,9
-158,8000,-1342.63750853,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,9
-158,10000,-1334.19901799,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,9
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+158,18000,-1267.69719086,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,9
+158,20000,-1349.46849105,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,9
 159,2000,-1169.09292432,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,9
 159,4000,-1300.43482374,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,9
 159,6000,-1559.43365755,256,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
 173,16000,-1203.4416482,512,False,84860,0.04116911,5055,5.96579894,False,,,,,9
 173,18000,-1211.7486138,512,False,84860,0.04116911,5055,5.96579894,False,,,,,9
 173,20000,-1214.62321094,512,False,84860,0.04116911,5055,5.96579894,False,,,,,9
-174,2000,-1169.09292432,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,9
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 175,2000,-1169.09292432,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,9
 175,4000,-1468.08955333,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,9
 175,6000,-1235.86988191,512,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
 185,16000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,9
 185,18000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,9
 185,20000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,9
-186,2000,-1169.09292432,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,9
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 187,2000,-1169.09292432,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,9
 187,4000,-1339.92963527,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,9
 187,6000,-1240.07456236,1024,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
 202,16000,-1268.11081873,256,False,115482,1.224e-05,338,1.14920823,False,,,,,9
 202,18000,-1160.94452381,256,False,115482,1.224e-05,338,1.14920823,False,,,,,9
 202,20000,-1199.01020293,256,False,115482,1.224e-05,338,1.14920823,False,,,,,9
-203,2000,-1169.09292432,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,9
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 206,2000,-1169.09292432,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,9
 206,4000,-1286.60016876,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,9
 206,6000,-1312.71713028,512,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
 234,16000,-1373.01497973,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,9
 234,18000,-1368.76065262,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,9
 234,20000,-1358.45620485,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,9
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+235,20000,-1189.43518836,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,9
 236,2000,-1284.66686803,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,9
 236,4000,-1223.00668667,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,9
 236,6000,-1166.80040597,256,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
 247,16000,-1293.59797385,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,9
 247,18000,-1254.20820806,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,9
 247,20000,-1242.76539007,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,9
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+248,20000,-1295.1456219,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,9
 249,2000,-1169.09292432,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,9
 249,4000,-1201.02788911,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,9
 249,6000,-1258.5421141,512,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
 5,16000,-1347.20262988,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,0
 5,18000,-1336.19305794,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,0
 5,20000,-1302.64589457,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,0
-6,2000,-1222.19174196,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,0
-6,4000,-1248.56541366,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,0
-6,6000,-1250.69770722,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,0
-6,8000,-1230.07288267,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,0
-6,10000,-1192.25759742,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,0
-6,12000,-1181.21292692,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,0
-6,14000,-1165.22508297,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,0
-6,16000,-1225.80096586,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,0
-6,18000,-1210.46230794,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,0
-6,20000,-1205.0307026,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,0
+6,2000,-1222.19174196,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,0
+6,4000,-1248.56541366,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,0
+6,6000,-1250.69770722,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,0
+6,8000,-1230.07288267,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,0
+6,10000,-1192.25759742,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,0
+6,12000,-1181.21292692,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,0
+6,14000,-1165.22508297,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,0
+6,16000,-1225.80096586,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,0
+6,18000,-1210.46230794,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,0
+6,20000,-1205.0307026,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,0
 7,2000,-1222.19174196,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,0
 7,4000,-1211.50531398,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,0
 7,6000,-1182.69998419,256,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
 54,16000,-1236.48069107,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,0
 54,18000,-1294.34950066,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,0
 54,20000,-1270.06958923,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,0
-55,2000,-1222.19174196,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,0
-55,4000,-1216.94623299,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,0
-55,6000,-1285.96369368,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,0
-55,8000,-1298.0258556,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,0
-55,10000,-1188.34389918,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,0
-55,12000,-1272.26404061,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,0
-55,14000,-1334.77101693,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,0
-55,16000,-1393.07298698,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,0
-55,18000,-1398.77055385,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,0
-55,20000,-1337.20849196,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,0
+55,2000,-1222.19174196,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,0
+55,4000,-1216.94623299,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,0
+55,6000,-1285.96369368,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,0
+55,8000,-1298.0258556,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,0
+55,10000,-1188.34389918,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,0
+55,12000,-1272.26404061,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,0
+55,14000,-1334.77101693,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,0
+55,16000,-1393.07298698,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,0
+55,18000,-1398.77055385,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,0
+55,20000,-1337.20849196,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,0
 56,2000,-1222.19174196,512,False,48288,0.09917221,2883,2.77212836,False,,,,,0
 56,4000,-1610.35933874,512,False,48288,0.09917221,2883,2.77212836,False,,,,,0
 56,6000,,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
 56,16000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,0
 56,18000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,0
 56,20000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,0
-57,2000,-1275.66192623,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,0
-57,4000,-1254.42157187,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,0
-57,6000,-1179.46469183,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,0
-57,8000,-1165.37386323,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,0
-57,10000,-1198.74111565,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,0
-57,12000,-1250.24506342,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,0
-57,14000,-1214.66037506,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,0
-57,16000,-1232.52094967,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,0
-57,18000,-1229.2652263,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,0
-57,20000,-1154.52650126,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,0
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+57,4000,-1254.42157187,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,0
+57,6000,-1179.46469183,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,0
+57,8000,-1165.37386323,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,0
+57,10000,-1198.74111565,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,0
+57,12000,-1250.24506342,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,0
+57,14000,-1214.66037506,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,0
+57,16000,-1232.52094967,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,0
+57,18000,-1229.2652263,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,0
+57,20000,-1154.52650126,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,0
 58,2000,-1222.19174196,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,0
 58,4000,-1248.56541366,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,0
 58,6000,-1250.69770722,512,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
 73,16000,-1259.11263773,512,False,85382,0.0591111,2883,6.23857685,False,,,,,0
 73,18000,-1190.3020714,512,False,85382,0.0591111,2883,6.23857685,False,,,,,0
 73,20000,-1202.81997541,512,False,85382,0.0591111,2883,6.23857685,False,,,,,0
-74,2000,-1222.19174196,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,0
-74,4000,-1248.56541366,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,0
-74,6000,-1250.69770722,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,0
-74,8000,-1206.08295737,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,0
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 75,2000,-1279.47210699,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,0
 75,4000,-1412.64056579,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,0
 75,6000,-1321.14531939,1024,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
 81,16000,-1262.36753509,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,0
 81,18000,-1282.12332947,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,0
 81,20000,-1335.11744321,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,0
-82,2000,-1703.05916705,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,0
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+82,16000,-1136.7815674,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,0
+82,18000,-1194.0533216,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,0
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 83,2000,-1222.19174196,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,0
 83,4000,-1179.70676483,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,0
 83,6000,-1292.34262636,256,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
 104,16000,-1270.71368427,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,0
 104,18000,-1138.52180861,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,0
 104,20000,-1266.3951399,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,0
-105,2000,-1222.19174196,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,0
-105,4000,-1248.56541366,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,0
-105,6000,-1181.93600989,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,0
-105,8000,-1246.88170463,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,0
-105,10000,-1184.50450909,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,0
-105,12000,-1167.91661004,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,0
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-105,16000,-1217.83001766,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,0
-105,18000,-1216.52635857,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,0
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+105,20000,-1165.34107169,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,0
 106,2000,-1222.19174196,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,0
 106,4000,-1610.48963214,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,0
 106,6000,-1434.5319003,512,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
 108,16000,-1609.65144426,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,0
 108,18000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,0
 108,20000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,0
-109,2000,-1222.19174196,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,0
-109,4000,-1248.56541366,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,0
-109,6000,-1250.69770722,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,0
-109,8000,-1281.73935246,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,0
-109,10000,-1451.82357538,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,0
-109,12000,-1370.71001997,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,0
-109,14000,-1501.84496135,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,0
-109,16000,-1610.69170499,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,0
-109,18000,-1169.11568088,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,0
-109,20000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,0
+109,2000,-1222.19174196,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,0
+109,4000,-1248.56541366,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,0
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+109,8000,-1281.73935246,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,0
+109,10000,-1451.82357538,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,0
+109,12000,-1370.71001997,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,0
+109,14000,-1501.84496135,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,0
+109,16000,-1610.69170499,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,0
+109,18000,-1169.11568088,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,0
+109,20000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,0
 110,2000,-1222.19174196,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,0
 110,4000,-1248.56541366,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,0
 110,6000,-1247.35520776,256,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
 117,16000,-1276.499528,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,0
 117,18000,-1287.50663429,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,0
 117,20000,-1232.33323037,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,0
-118,2000,-1222.19174196,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,0
-118,4000,-1177.22475501,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,0
-118,6000,-1208.31131241,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,0
-118,8000,-1312.08863732,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,0
-118,10000,-1220.29800891,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,0
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+118,12000,-1177.37254173,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,0
+118,14000,-1239.75740462,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,0
+118,16000,-1287.62226983,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,0
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+118,20000,-1289.36354228,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,0
 119,2000,-1168.11812904,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,0
 119,4000,-1202.94834998,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,0
 119,6000,-1269.35546761,1024,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
 157,16000,-1191.39098545,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,0
 157,18000,-1256.57404652,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,0
 157,20000,-1245.67708447,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,0
-158,2000,-1644.7195603,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,0
-158,4000,-1543.59182521,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,0
-158,6000,-1426.43586998,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,0
-158,8000,-1251.00002176,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,0
-158,10000,-1310.29242826,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,0
-158,12000,-1334.79029622,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,0
-158,14000,-1329.95907813,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,0
-158,16000,-1345.33710701,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,0
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+158,10000,-1310.29242826,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,0
+158,12000,-1334.79029622,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,0
+158,14000,-1329.95907813,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,0
+158,16000,-1345.33710701,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,0
+158,18000,-1348.93064729,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,0
+158,20000,-1423.56444129,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,0
 159,2000,-1222.19174196,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,0
 159,4000,-1392.4683879,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,0
 159,6000,-1195.91615653,256,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
 173,16000,-1240.20984006,512,False,84860,0.04116911,5055,5.96579894,False,,,,,0
 173,18000,-1196.43141653,512,False,84860,0.04116911,5055,5.96579894,False,,,,,0
 173,20000,-1134.26243497,512,False,84860,0.04116911,5055,5.96579894,False,,,,,0
-174,2000,-1222.19174196,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,0
-174,4000,-1192.36907098,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,0
-174,6000,-1271.68461998,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,0
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+174,16000,-1235.47142531,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,1e-09,0.92847555,0
+174,18000,-1400.50855595,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,1e-09,0.92847555,0
+174,20000,-1348.35511024,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,1e-09,0.92847555,0
 175,2000,-1222.19174196,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,0
 175,4000,-1562.9778384,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,0
 175,6000,-1533.02957427,512,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
 185,16000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,0
 185,18000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,0
 185,20000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,0
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 187,2000,-1222.19174196,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,0
 187,4000,-1215.32375074,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,0
 187,6000,-1230.03633605,1024,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
 202,16000,-1246.00474954,256,False,115482,1.224e-05,338,1.14920823,False,,,,,0
 202,18000,-1251.39907562,256,False,115482,1.224e-05,338,1.14920823,False,,,,,0
 202,20000,-1211.87805786,256,False,115482,1.224e-05,338,1.14920823,False,,,,,0
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 206,2000,-1222.19174196,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,0
 206,4000,-1228.02742828,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,0
 206,6000,-1218.58758388,512,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
 234,16000,-1205.89994875,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,0
 234,18000,-1239.65467379,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,0
 234,20000,-1245.3037109,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,0
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 236,2000,-1526.81839195,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,0
 236,4000,-1293.9184684,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,0
 236,6000,-1345.87911978,256,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
 247,16000,-1236.37689626,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,0
 247,18000,-1218.32453446,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,0
 247,20000,-1282.24808198,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,0
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+248,16000,-1241.81220213,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,0
+248,18000,-1246.27686033,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,0
+248,20000,-1203.61229305,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,0
 249,2000,-1222.19174196,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,0
 249,4000,-1248.56541366,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,0
 249,6000,-1173.42984677,512,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
 5,16000,-1289.53377164,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,7
 5,18000,-1327.10217244,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,7
 5,20000,-1271.59216689,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,7
-6,2000,-1230.99647715,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,7
-6,4000,-1211.11788661,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,7
-6,6000,-1211.74583687,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,7
-6,8000,-1263.81871199,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,7
-6,10000,-1261.45510699,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,7
-6,12000,-1181.9761402,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,7
-6,14000,-1189.40611763,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,7
-6,16000,-1233.71983228,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,7
-6,18000,-1308.80986762,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,7
-6,20000,-1256.87411649,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,7
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+6,6000,-1211.74583687,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,7
+6,8000,-1263.81871199,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,7
+6,10000,-1261.45510699,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,7
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+6,18000,-1308.80986762,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,7
+6,20000,-1256.87411649,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,7
 7,2000,-1230.99647715,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,7
 7,4000,-1231.23146775,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,7
 7,6000,-1262.94801123,256,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
 54,16000,-1234.55580169,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,7
 54,18000,-1207.52431858,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,7
 54,20000,-1221.14143624,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,7
-55,2000,-1230.99647715,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,7
-55,4000,-1242.18672468,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,7
-55,6000,-1271.10040526,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,7
-55,8000,-1276.34790287,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,7
-55,10000,-1333.23451684,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,7
-55,12000,-1263.74237565,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,7
-55,14000,-1284.2234188,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,7
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+55,4000,-1242.18672468,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,7
+55,6000,-1271.10040526,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,7
+55,8000,-1276.34790287,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,7
+55,10000,-1333.23451684,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,7
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+55,16000,-1295.54655362,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,7
+55,18000,-1321.46196578,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,7
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 56,2000,-1230.99647715,512,False,48288,0.09917221,2883,2.77212836,False,,,,,7
 56,4000,-1503.74168185,512,False,48288,0.09917221,2883,2.77212836,False,,,,,7
 56,6000,,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
 56,16000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,7
 56,18000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,7
 56,20000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,7
-57,2000,-1242.9349535,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,7
-57,4000,-1271.37875504,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,7
-57,6000,-1248.09463606,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,7
-57,8000,-1229.87730712,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,7
-57,10000,-1167.46867459,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,7
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+57,10000,-1167.46867459,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,7
+57,12000,-1215.85670868,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,7
+57,14000,-1214.82244,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,7
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+57,18000,-1174.08554045,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,7
+57,20000,-1219.64699615,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,7
 58,2000,-1230.99647715,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,7
 58,4000,-1211.11788661,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,7
 58,6000,-1211.74583687,512,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
 73,16000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,7
 73,18000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,7
 73,20000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,7
-74,2000,-1230.99647715,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,7
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 75,2000,-1302.25125154,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,7
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@@ -5939,16 +5939,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 81,16000,-1186.53040098,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,7
 81,18000,-1358.77958783,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,7
 81,20000,-1364.56722781,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,7
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 83,2000,-1230.99647715,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,7
 83,4000,-1294.42588997,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,7
 83,6000,-1194.30808582,256,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
 104,16000,-1260.80052442,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,7
 104,18000,-1243.25364014,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,7
 104,20000,-1246.02020498,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,7
-105,2000,-1230.99647715,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,7
-105,4000,-1211.11788661,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,7
-105,6000,-1175.52724372,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,7
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+105,20000,-1223.6156138,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,7
 106,2000,-1230.99647715,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,7
 106,4000,-1113.76444888,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,7
 106,6000,-1534.47428942,512,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
 108,16000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,7
 108,18000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,7
 108,20000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,7
-109,2000,-1230.99647715,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,7
-109,4000,-1211.11788661,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,7
-109,6000,-1211.74583687,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,7
-109,8000,-1187.22416515,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,7
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+109,12000,-1367.36812979,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,7
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 110,2000,-1230.99647715,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,7
 110,4000,-1211.11788661,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,7
 110,6000,-1217.39054012,256,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
 117,16000,-1281.45741875,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,7
 117,18000,-1205.5410905,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,7
 117,20000,-1212.40972141,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,7
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 119,2000,-1206.67977036,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,7
 119,4000,-1170.16953293,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,7
 119,6000,-1176.82735095,1024,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
 157,16000,-1256.56803949,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,7
 157,18000,-1203.98240996,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,7
 157,20000,-1220.31390779,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,7
-158,2000,-1373.54502079,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,7
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 159,2000,-1230.99647715,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,7
 159,4000,-1181.89912774,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,7
 159,6000,-1487.18788437,256,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
 173,16000,-1150.29364411,512,False,84860,0.04116911,5055,5.96579894,False,,,,,7
 173,18000,-1167.04949272,512,False,84860,0.04116911,5055,5.96579894,False,,,,,7
 173,20000,-1142.14452659,512,False,84860,0.04116911,5055,5.96579894,False,,,,,7
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 175,2000,-1230.99647715,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,7
 175,4000,-1531.94612756,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,7
 175,6000,-1212.72088033,512,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
 185,16000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,7
 185,18000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,7
 185,20000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,7
-186,2000,-1230.99647715,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,7
-186,4000,-1211.11788661,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,7
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-186,8000,-1203.25171765,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,7
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+186,18000,-1194.48906002,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,1e-09,,7
+186,20000,-1235.45378762,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,1e-09,,7
 187,2000,-1230.99647715,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,7
 187,4000,-1227.95225155,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,7
 187,6000,-1277.99284981,1024,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
 202,16000,-1210.25738473,256,False,115482,1.224e-05,338,1.14920823,False,,,,,7
 202,18000,-1208.51212892,256,False,115482,1.224e-05,338,1.14920823,False,,,,,7
 202,20000,-1272.52257949,256,False,115482,1.224e-05,338,1.14920823,False,,,,,7
-203,2000,-1230.99647715,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,7
-203,4000,-1241.59934801,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,7
-203,6000,-1203.56961329,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,7
-203,8000,-1260.16064677,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,7
-203,10000,-1199.35390039,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,7
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 206,2000,-1230.99647715,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,7
 206,4000,-1220.50747102,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,7
 206,6000,-1316.30451948,512,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
 234,16000,-1281.87189282,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,7
 234,18000,-1240.72798235,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,7
 234,20000,-1238.0081853,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,7
-235,2000,-1230.99647715,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,7
-235,4000,-1212.01434383,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,7
-235,6000,-1148.77736121,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,7
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-235,10000,-1202.08492919,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,7
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+235,20000,-1215.12098434,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,7
 236,2000,-1168.46180579,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,7
 236,4000,-1531.8215814,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,7
 236,6000,-1439.79725742,256,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
 247,16000,-1223.87684289,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,7
 247,18000,-1284.44364904,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,7
 247,20000,-1222.13495912,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,7
-248,2000,-1230.99647715,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,7
-248,4000,-1211.11788661,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,7
-248,6000,-1211.74583687,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,7
-248,8000,-1181.27360036,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,7
-248,10000,-1204.16491664,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,7
-248,12000,-1194.22474664,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,7
-248,14000,-1251.85961645,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,7
-248,16000,-1242.78554957,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,7
-248,18000,-1217.49887611,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,7
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+248,6000,-1211.74583687,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,7
+248,8000,-1181.27360036,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,7
+248,10000,-1204.16491664,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,7
+248,12000,-1194.22474664,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,7
+248,14000,-1251.85961645,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,7
+248,16000,-1242.78554957,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,7
+248,18000,-1217.49887611,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,7
+248,20000,-1228.11668336,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,7
 249,2000,-1230.99647715,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,7
 249,4000,-1211.11788661,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,7
 249,6000,-1261.26478179,512,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
 5,16000,-1199.82497829,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,6
 5,18000,-1238.7667924,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,6
 5,20000,-1235.51863918,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,6
-6,2000,-1225.55870786,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,6
-6,4000,-1209.12466123,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,6
-6,6000,-1179.48785743,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,6
-6,8000,-1205.53451737,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,6
-6,10000,-1310.15738722,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,6
-6,12000,-1321.70995399,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,6
-6,14000,-1262.00576563,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,6
-6,16000,-1287.38709975,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,6
-6,18000,-1324.78792275,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,6
-6,20000,-1297.92533759,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,6
+6,2000,-1225.55870786,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,6
+6,4000,-1209.12466123,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,6
+6,6000,-1179.48785743,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,6
+6,8000,-1205.53451737,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,6
+6,10000,-1310.15738722,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,6
+6,12000,-1321.70995399,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,6
+6,14000,-1262.00576563,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,6
+6,16000,-1287.38709975,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,6
+6,18000,-1324.78792275,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,6
+6,20000,-1297.92533759,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,6
 7,2000,-1225.55870786,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,6
 7,4000,-1259.26444378,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,6
 7,6000,-1199.91614132,256,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
 54,16000,-1253.17532492,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,6
 54,18000,-1224.29962616,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,6
 54,20000,-1182.45816772,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,6
-55,2000,-1225.55870786,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,6
-55,4000,-1217.53318797,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,6
-55,6000,-1281.92192276,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,6
-55,8000,-1219.72767901,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,6
-55,10000,-1266.08880937,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,6
-55,12000,-1337.14772605,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,6
-55,14000,-1331.0637982,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,6
-55,16000,-1221.43953617,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,6
-55,18000,-1371.79563246,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,6
-55,20000,-1309.30873812,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,6
+55,2000,-1225.55870786,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,6
+55,4000,-1217.53318797,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,6
+55,6000,-1281.92192276,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,6
+55,8000,-1219.72767901,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,6
+55,10000,-1266.08880937,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,6
+55,12000,-1337.14772605,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,6
+55,14000,-1331.0637982,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,6
+55,16000,-1221.43953617,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,6
+55,18000,-1371.79563246,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,6
+55,20000,-1309.30873812,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,6
 56,2000,-1225.55870786,512,False,48288,0.09917221,2883,2.77212836,False,,,,,6
 56,4000,-1476.04056414,512,False,48288,0.09917221,2883,2.77212836,False,,,,,6
 56,6000,,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
 56,16000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,6
 56,18000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,6
 56,20000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,6
-57,2000,-1218.53871571,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,6
-57,4000,-1203.76445227,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,6
-57,6000,-1231.60645485,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,6
-57,8000,-1275.93758867,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,6
-57,10000,-1300.52578088,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,6
-57,12000,-1266.40674808,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,6
-57,14000,-1305.67475401,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,6
-57,16000,-1298.04878679,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,6
-57,18000,-1290.60945558,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,6
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+57,6000,-1231.60645485,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,6
+57,8000,-1275.93758867,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,6
+57,10000,-1300.52578088,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,6
+57,12000,-1266.40674808,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,6
+57,14000,-1305.67475401,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,6
+57,16000,-1298.04878679,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,6
+57,18000,-1290.60945558,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,6
+57,20000,-1296.76926797,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,6
 58,2000,-1225.55870786,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,6
 58,4000,-1209.12466123,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,6
 58,6000,-1179.48785743,512,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
 73,16000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,6
 73,18000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,6
 73,20000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,6
-74,2000,-1225.55870786,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,6
-74,4000,-1209.12466123,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,6
-74,6000,-1179.48785743,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,6
-74,8000,-1261.08866073,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,6
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 75,2000,-1392.01140086,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,6
 75,4000,-1044.99459689,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,6
 75,6000,-995.91200001,1024,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
 81,16000,-1348.15155157,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,6
 81,18000,-1253.2665497,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,6
 81,20000,-1331.54264346,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,6
-82,2000,-1442.93600026,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,6
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-82,16000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,6
-82,18000,,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
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+82,16000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,6
+82,18000,,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
 83,2000,-1225.55870786,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,6
 83,4000,-1329.31617648,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,6
 83,6000,-1252.51932816,256,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
 104,16000,-1127.2935,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,6
 104,18000,-1206.31707119,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,6
 104,20000,-1359.81163199,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,6
-105,2000,-1225.55870786,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,6
-105,4000,-1209.12466123,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,6
-105,6000,-1167.77042435,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,6
-105,8000,-1300.70714144,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,6
-105,10000,-1343.49066477,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,6
-105,12000,-1309.52615714,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,6
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-105,16000,-1291.22608837,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,6
-105,18000,-1301.27755641,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,6
-105,20000,-1292.14949993,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,6
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+105,12000,-1309.52615714,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,6
+105,14000,-1348.62228024,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,6
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+105,18000,-1301.27755641,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,6
+105,20000,-1292.14949993,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,6
 106,2000,-1225.55870786,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,6
 106,4000,-1480.64255339,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,6
 106,6000,-1491.29801461,512,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
 108,16000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,6
 108,18000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,6
 108,20000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,6
-109,2000,-1225.55870786,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,6
-109,4000,-1209.12466123,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,6
-109,6000,-1179.48785743,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,6
-109,8000,-1208.41462543,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,6
-109,10000,-1250.07347581,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,6
-109,12000,-1258.95946693,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,6
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-109,16000,-1264.05666439,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,6
-109,18000,-1206.11896162,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,6
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+109,4000,-1209.12466123,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,6
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+109,8000,-1208.41462543,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,6
+109,10000,-1250.07347581,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,6
+109,12000,-1258.95946693,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,6
+109,14000,-1264.68875049,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,6
+109,16000,-1264.05666439,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,6
+109,18000,-1206.11896162,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,6
+109,20000,-1226.5908805,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,6
 110,2000,-1225.55870786,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,6
 110,4000,-1209.12466123,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,6
 110,6000,-1207.09579774,256,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
 117,16000,-1179.90675803,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,6
 117,18000,-1155.13095984,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,6
 117,20000,-1327.39949083,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,6
-118,2000,-1225.55870786,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,6
-118,4000,-1252.8307113,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,6
-118,6000,-1261.8032051,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,6
-118,8000,-1244.18988312,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,6
-118,10000,-1181.96847181,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,6
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+118,6000,-1261.8032051,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,6
+118,8000,-1244.18988312,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,6
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+118,20000,-1258.78954926,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,6
 119,2000,-1359.70747597,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,6
 119,4000,-1263.71992463,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,6
 119,6000,-1232.04249389,1024,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
 157,16000,-1218.96139574,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,6
 157,18000,-1212.42516469,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,6
 157,20000,-1283.92252499,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,6
-158,2000,-1288.99912591,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,6
-158,4000,-1163.93263447,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,6
-158,6000,-1308.97204191,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,6
-158,8000,-1323.28722566,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,6
-158,10000,-1318.50438127,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,6
-158,12000,-1304.47872268,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,6
-158,14000,-1500.06477941,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,6
-158,16000,-1703.54147727,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,6
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+158,12000,-1304.47872268,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,6
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+158,18000,-1196.08215995,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,6
+158,20000,-1398.30382015,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,6
 159,2000,-1225.55870786,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,6
 159,4000,-1251.81160184,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,6
 159,6000,-1208.61734226,256,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
 173,16000,-1198.02119238,512,False,84860,0.04116911,5055,5.96579894,False,,,,,6
 173,18000,-1221.19282022,512,False,84860,0.04116911,5055,5.96579894,False,,,,,6
 173,20000,-1201.84741726,512,False,84860,0.04116911,5055,5.96579894,False,,,,,6
-174,2000,-1225.55870786,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,6
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 175,2000,-1225.55870786,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,6
 175,4000,-1450.46656393,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,6
 175,6000,-1497.07915674,512,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
 185,16000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,6
 185,18000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,6
 185,20000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,6
-186,2000,-1225.55870786,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,6
-186,4000,-1209.12466123,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,6
-186,6000,-1179.48785743,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,6
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+186,20000,-1184.01778987,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,1e-09,,6
 187,2000,-1225.55870786,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,6
 187,4000,-1237.55552985,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,6
 187,6000,-1265.91397044,1024,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
 202,16000,-1226.8882562,256,False,115482,1.224e-05,338,1.14920823,False,,,,,6
 202,18000,-1171.30080264,256,False,115482,1.224e-05,338,1.14920823,False,,,,,6
 202,20000,-1191.8912338,256,False,115482,1.224e-05,338,1.14920823,False,,,,,6
-203,2000,-1225.55870786,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,6
-203,4000,-1259.4333651,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,6
-203,6000,-1188.99553765,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,6
-203,8000,-1139.34450071,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,6
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-205,2000,-1225.55870786,1024,True,101391,0.00303123,3001,1.14379591,False,0.71691325,0.52139038,0.0,,6
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+205,20000,-1240.66218438,1024,True,101391,0.00303123,3001,1.14379591,False,0.71691325,0.52139038,1e-09,,6
 206,2000,-1225.55870786,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,6
 206,4000,-1300.2914232,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,6
 206,6000,-1285.65744005,512,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
 234,16000,-1299.32997792,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,6
 234,18000,-1236.27196244,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,6
 234,20000,-1245.11906812,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,6
-235,2000,-1225.55870786,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,6
-235,4000,-1168.66906444,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,6
-235,6000,-1234.15196087,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,6
-235,8000,-1209.96087121,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,6
-235,10000,-1193.45594582,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,6
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-235,14000,-1201.57220403,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,6
-235,16000,-1219.58013343,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,6
-235,18000,-1200.81422077,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,6
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+235,8000,-1209.96087121,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,6
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+235,18000,-1200.81422077,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,6
+235,20000,-1222.71685547,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,6
 236,2000,-1191.6492311,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,6
 236,4000,-1339.63465668,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,6
 236,6000,-1372.46375395,256,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
 247,16000,-1261.17279792,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,6
 247,18000,-1294.58694155,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,6
 247,20000,-1342.57330112,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,6
-248,2000,-1225.55870786,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,6
-248,4000,-1209.12466123,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,6
-248,6000,-1179.48785743,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,6
-248,8000,-1180.63468145,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,6
-248,10000,-1178.46529191,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,6
-248,12000,-1210.55529628,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,6
-248,14000,-1248.82446021,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,6
-248,16000,-1205.80218113,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,6
-248,18000,-1201.83026412,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,6
-248,20000,-1175.13122995,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,6
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+248,6000,-1179.48785743,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,6
+248,8000,-1180.63468145,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,6
+248,10000,-1178.46529191,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,6
+248,12000,-1210.55529628,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,6
+248,14000,-1248.82446021,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,6
+248,16000,-1205.80218113,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,6
+248,18000,-1201.83026412,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,6
+248,20000,-1175.13122995,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,6
 249,2000,-1225.55870786,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,6
 249,4000,-1209.12466123,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,6
 249,6000,-1375.16675536,512,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
 5,16000,-1265.0444231,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,1
 5,18000,-1234.91521219,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,1
 5,20000,-1248.70697786,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,1
-6,2000,-1164.23532901,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,1
-6,4000,-1178.35425921,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,1
-6,6000,-1192.47308353,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,1
-6,8000,-1240.89720302,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,1
-6,10000,-1188.26503233,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,1
-6,12000,-1144.77134617,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,1
-6,14000,-1225.16160859,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,1
-6,16000,-1195.84636357,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,1
-6,18000,-1179.03943088,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,1
-6,20000,-1241.02736079,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,1
+6,2000,-1164.23532901,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,1
+6,4000,-1178.35425921,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,1
+6,6000,-1192.47308353,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,1
+6,8000,-1240.89720302,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,1
+6,10000,-1188.26503233,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,1
+6,12000,-1144.77134617,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,1
+6,14000,-1225.16160859,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,1
+6,16000,-1195.84636357,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,1
+6,18000,-1179.03943088,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,1
+6,20000,-1241.02736079,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,1
 7,2000,-1164.23532901,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,1
 7,4000,-1224.45105693,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,1
 7,6000,-1247.30473279,256,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
 54,16000,-1275.24921761,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,1
 54,18000,-1147.32192046,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,1
 54,20000,-1181.12950434,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,1
-55,2000,-1164.23532901,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,1
-55,4000,-1267.60673576,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,1
-55,6000,-1251.17345477,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,1
-55,8000,-1205.73233914,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,1
-55,10000,-1279.47038652,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,1
-55,12000,-1282.53370276,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,1
-55,14000,-1236.8518877,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,1
-55,16000,-1273.47488647,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,1
-55,18000,-1364.78758687,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,1
-55,20000,-1268.70805771,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,1
+55,2000,-1164.23532901,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,1
+55,4000,-1267.60673576,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,1
+55,6000,-1251.17345477,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,1
+55,8000,-1205.73233914,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,1
+55,10000,-1279.47038652,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,1
+55,12000,-1282.53370276,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,1
+55,14000,-1236.8518877,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,1
+55,16000,-1273.47488647,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,1
+55,18000,-1364.78758687,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,1
+55,20000,-1268.70805771,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,1
 56,2000,-1164.23532901,512,False,48288,0.09917221,2883,2.77212836,False,,,,,1
 56,4000,-1276.17959699,512,False,48288,0.09917221,2883,2.77212836,False,,,,,1
 56,6000,,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
 56,16000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,1
 56,18000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,1
 56,20000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,1
-57,2000,-1275.54454407,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,1
-57,4000,-1227.00156222,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,1
-57,6000,-1209.64816492,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,1
-57,8000,-1188.56507276,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,1
-57,10000,-1273.25032699,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,1
-57,12000,-1239.33945912,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,1
-57,14000,-1174.09784453,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,1
-57,16000,-1186.45035344,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,1
-57,18000,-1202.10072244,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,1
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+57,8000,-1188.56507276,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,1
+57,10000,-1273.25032699,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,1
+57,12000,-1239.33945912,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,1
+57,14000,-1174.09784453,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,1
+57,16000,-1186.45035344,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,1
+57,18000,-1202.10072244,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,1
+57,20000,-1161.63098052,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,1
 58,2000,-1164.23532901,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,1
 58,4000,-1178.35425921,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,1
 58,6000,-1192.47308353,512,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
 73,16000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,1
 73,18000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,1
 73,20000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,1
-74,2000,-1164.23532901,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,1
-74,4000,-1178.35425921,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,1
-74,6000,-1192.47308353,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,1
-74,8000,-1214.2972686,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,1
-74,10000,-1290.79868478,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,1
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 75,2000,-1251.36561766,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,1
 75,4000,-1333.49472224,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,1
 75,6000,-1628.5999736,1024,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
 81,16000,-1379.52187195,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,1
 81,18000,-1620.97985143,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,1
 81,20000,-1541.13439864,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,1
-82,2000,-1158.53504369,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,1
-82,4000,-1244.96141025,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,1
-82,6000,-1222.30418964,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,1
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-82,18000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,1
-82,20000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,1
+82,2000,-1158.53504369,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,1
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+82,12000,-1648.15849483,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,1
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+82,18000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,1
+82,20000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,1
 83,2000,-1164.23532901,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,1
 83,4000,-1189.14648364,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,1
 83,6000,-1233.37011967,256,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
 104,16000,-1372.1007113,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,1
 104,18000,-1227.46083149,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,1
 104,20000,-1279.11647469,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,1
-105,2000,-1164.23532901,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,1
-105,4000,-1178.35425921,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,1
-105,6000,-1239.74277943,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,1
-105,8000,-1228.17840262,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,1
-105,10000,-1235.65658863,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,1
-105,12000,-1149.12828379,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,1
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-105,16000,-1234.47719686,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,1
-105,18000,-1229.13873863,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,1
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+105,18000,-1229.13873863,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,1
+105,20000,-1241.72979152,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,1
 106,2000,-1164.23532901,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,1
 106,4000,-1061.06189717,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,1
 106,6000,-897.47279014,512,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
 108,16000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,1
 108,18000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,1
 108,20000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,1
-109,2000,-1164.23532901,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,1
-109,4000,-1178.35425921,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,1
-109,6000,-1192.47308353,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,1
-109,8000,-1215.64197073,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,1
-109,10000,-1248.70415048,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,1
-109,12000,-1163.86572119,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,1
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+109,14000,-1307.27877761,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,1
+109,16000,-1569.97984595,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,1
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+109,20000,-1609.95047332,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,1
 110,2000,-1164.23532901,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,1
 110,4000,-1178.35425921,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,1
 110,6000,-1217.22230764,256,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
 117,16000,-1277.17345803,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,1
 117,18000,-1266.11691439,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,1
 117,20000,-1283.65109428,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,1
-118,2000,-1164.23532901,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,1
-118,4000,-1256.40372636,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,1
-118,6000,-1182.92788015,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,1
-118,8000,-1207.48067903,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,1
-118,10000,-1265.753389,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,1
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+118,20000,-1218.61517684,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,1
 119,2000,-1190.18814528,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,1
 119,4000,-1253.45106118,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,1
 119,6000,-1213.1834931,1024,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
 157,16000,-1199.31496052,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,1
 157,18000,-1177.43439183,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,1
 157,20000,-1217.11733963,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,1
-158,2000,-1786.68427378,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,1
-158,4000,-1185.91215426,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,1
-158,6000,-1202.62968447,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,1
-158,8000,-1191.09912114,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,1
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-158,14000,-1490.96431076,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,1
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-158,18000,-1412.56351096,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,1
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+158,18000,-1412.56351096,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,1
+158,20000,,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,1
 159,2000,-1164.23532901,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,1
 159,4000,-1363.59618407,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,1
 159,6000,-1277.63318139,256,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
 173,16000,-1280.12264295,512,False,84860,0.04116911,5055,5.96579894,False,,,,,1
 173,18000,-1176.62169835,512,False,84860,0.04116911,5055,5.96579894,False,,,,,1
 173,20000,-1196.44134252,512,False,84860,0.04116911,5055,5.96579894,False,,,,,1
-174,2000,-1164.23532901,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,1
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 175,2000,-1164.23532901,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,1
 175,4000,-1611.37272468,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,1
 175,6000,-1265.67697989,512,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
 185,16000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,1
 185,18000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,1
 185,20000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,1
-186,2000,-1164.23532901,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,1
-186,4000,-1178.35425921,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,1
-186,6000,-1192.47308353,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,1
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+186,20000,-1151.14818384,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,1e-09,,1
 187,2000,-1164.23532901,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,1
 187,4000,-1188.27112241,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,1
 187,6000,-1281.71530239,1024,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
 202,16000,-1266.48190161,256,False,115482,1.224e-05,338,1.14920823,False,,,,,1
 202,18000,-1242.77974872,256,False,115482,1.224e-05,338,1.14920823,False,,,,,1
 202,20000,-1201.91462147,256,False,115482,1.224e-05,338,1.14920823,False,,,,,1
-203,2000,-1164.23532901,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,1
-203,4000,-1161.17303566,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,1
-203,6000,-1239.94530855,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,1
-203,8000,-1265.56208008,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,1
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-205,2000,-1164.23532901,1024,True,101391,0.00303123,3001,1.14379591,False,0.71691325,0.52139038,0.0,,1
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 206,2000,-1164.23532901,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,1
 206,4000,-1213.63796148,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,1
 206,6000,-1218.58271265,512,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
 234,16000,-1176.54586776,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,1
 234,18000,-1186.20618489,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,1
 234,20000,-1205.95296312,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,1
-235,2000,-1164.23532901,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,1
-235,4000,-1264.6485309,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,1
-235,6000,-1245.53706531,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,1
-235,8000,-1218.99108622,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,1
-235,10000,-1220.61471447,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,1
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-235,14000,-1207.78080406,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,1
-235,16000,-1228.54790564,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,1
-235,18000,-1231.48262535,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,1
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+235,20000,-1249.0868123,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,1
 236,2000,-1225.06623278,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,1
 236,4000,-1312.86139518,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,1
 236,6000,-1253.0585874,256,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
 247,16000,-1248.60264826,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,1
 247,18000,-1273.71864751,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,1
 247,20000,-1274.87829569,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,1
-248,2000,-1164.23532901,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,1
-248,4000,-1178.35425921,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,1
-248,6000,-1192.47308353,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,1
-248,8000,-1173.69434156,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,1
-248,10000,-1240.13528928,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,1
-248,12000,-1231.02762385,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,1
-248,14000,-1240.34508522,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,1
-248,16000,-1218.64771383,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,1
-248,18000,-1264.40559389,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,1
-248,20000,-1215.91137553,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,1
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+248,20000,-1215.91137553,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,1
 249,2000,-1164.23532901,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,1
 249,4000,-1178.35425921,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,1
 249,6000,-1239.74736588,512,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
 5,16000,-1280.21187371,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,8
 5,18000,-1261.31818616,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,8
 5,20000,-1263.39919738,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,8
-6,2000,-1164.09010852,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,8
-6,4000,-1233.77243476,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,8
-6,6000,-1191.60490192,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,8
-6,8000,-1207.89886947,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,8
-6,10000,-1241.39994474,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,8
-6,12000,-1241.7285314,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,8
-6,14000,-1203.17403964,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,8
-6,16000,-1228.21456279,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,8
-6,18000,-1196.94761054,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,8
-6,20000,-1190.77346886,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,8
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+6,4000,-1233.77243476,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,8
+6,6000,-1191.60490192,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,8
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+6,10000,-1241.39994474,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,8
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+6,18000,-1196.94761054,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,8
+6,20000,-1190.77346886,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,8
 7,2000,-1164.09010852,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,8
 7,4000,-1164.89041931,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,8
 7,6000,-1192.3239167,256,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
 54,16000,-1186.00516109,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,8
 54,18000,-1248.03552579,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,8
 54,20000,-1187.46071167,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,8
-55,2000,-1164.09010852,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,8
-55,4000,-1249.79860402,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,8
-55,6000,-1247.75677481,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,8
-55,8000,-1272.14413128,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,8
-55,10000,-1239.10728822,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,8
-55,12000,-1166.0482337,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,8
-55,14000,-1245.42167175,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,8
-55,16000,-1179.09847501,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,8
-55,18000,-1191.47709002,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,8
-55,20000,-891.20937029,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,8
+55,2000,-1164.09010852,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,8
+55,4000,-1249.79860402,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,8
+55,6000,-1247.75677481,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,8
+55,8000,-1272.14413128,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,8
+55,10000,-1239.10728822,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,8
+55,12000,-1166.0482337,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,8
+55,14000,-1245.42167175,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,8
+55,16000,-1179.09847501,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,8
+55,18000,-1191.47709002,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,8
+55,20000,-891.20937029,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,8
 56,2000,-1164.09010852,512,False,48288,0.09917221,2883,2.77212836,False,,,,,8
 56,4000,-1441.41482468,512,False,48288,0.09917221,2883,2.77212836,False,,,,,8
 56,6000,,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
 56,16000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,8
 56,18000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,8
 56,20000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,8
-57,2000,-1235.97776175,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,8
-57,4000,-1177.91482303,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,8
-57,6000,-1170.30042949,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,8
-57,8000,-1173.34530127,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,8
-57,10000,-1211.7965252,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,8
-57,12000,-1207.74009069,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,8
-57,14000,-1199.36155271,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,8
-57,16000,-1207.61332281,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,8
-57,18000,-1203.27754973,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,8
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+57,6000,-1170.30042949,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,8
+57,8000,-1173.34530127,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,8
+57,10000,-1211.7965252,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,8
+57,12000,-1207.74009069,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,8
+57,14000,-1199.36155271,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,8
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+57,18000,-1203.27754973,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,8
+57,20000,-1223.0647492,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,8
 58,2000,-1164.09010852,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,8
 58,4000,-1233.77243476,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,8
 58,6000,-1191.60490192,512,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
 73,16000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,8
 73,18000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,8
 73,20000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,8
-74,2000,-1164.09010852,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,8
-74,4000,-1233.77243476,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,8
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 75,2000,-1220.16446605,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,8
 75,4000,-1345.94271223,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,8
 75,6000,-1435.06981319,1024,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
 81,16000,-1237.71442773,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,8
 81,18000,-900.21117482,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,8
 81,20000,-1224.93674064,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,8
-82,2000,-1164.29725751,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,8
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 83,2000,-1164.09010852,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,8
 83,4000,-1162.12198739,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,8
 83,6000,-1202.57631287,256,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
 104,16000,-1279.05848817,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,8
 104,18000,-1301.5887508,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,8
 104,20000,-1172.46237505,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,8
-105,2000,-1164.09010852,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,8
-105,4000,-1233.77243476,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,8
-105,6000,-1153.75092486,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,8
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+105,20000,-1210.30579042,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,8
 106,2000,-1164.09010852,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,8
 106,4000,-1352.04698439,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,8
 106,6000,-1563.11427005,512,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
 108,16000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,8
 108,18000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,8
 108,20000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,8
-109,2000,-1164.09010852,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,8
-109,4000,-1233.77243476,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,8
-109,6000,-1191.60490192,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,8
-109,8000,-1356.82665791,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,8
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+109,18000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,8
+109,20000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,8
 110,2000,-1164.09010852,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,8
 110,4000,-1233.77243476,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,8
 110,6000,-1219.84619888,256,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
 117,16000,-1295.02508816,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,8
 117,18000,-1236.50597023,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,8
 117,20000,-1258.79654173,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,8
-118,2000,-1164.09010852,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,8
-118,4000,-1217.0536053,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,8
-118,6000,-1233.9935252,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,8
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 119,2000,-1227.54081978,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,8
 119,4000,-1237.91083063,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,8
 119,6000,-1219.35717923,1024,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
 157,16000,-1205.91892253,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,8
 157,18000,-1158.46169083,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,8
 157,20000,-1240.16054796,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,8
-158,2000,-1770.90143379,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,8
-158,4000,-1237.20177857,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,8
-158,6000,-1248.30144864,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,8
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+158,18000,-1234.84819215,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,8
+158,20000,-1196.01280332,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,8
 159,2000,-1164.09010852,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,8
 159,4000,-1223.43228117,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,8
 159,6000,-1424.66678838,256,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
 173,16000,-1325.56171479,512,False,84860,0.04116911,5055,5.96579894,False,,,,,8
 173,18000,-1215.18195063,512,False,84860,0.04116911,5055,5.96579894,False,,,,,8
 173,20000,-1276.63566862,512,False,84860,0.04116911,5055,5.96579894,False,,,,,8
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 175,2000,-1164.09010852,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,8
 175,4000,-1458.01821725,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,8
 175,6000,-1623.84880339,512,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
 185,16000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,8
 185,18000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,8
 185,20000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,8
-186,2000,-1164.09010852,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,8
-186,4000,-1233.77243476,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,8
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+186,20000,-1218.13274009,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,1e-09,,8
 187,2000,-1164.09010852,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,8
 187,4000,-1181.68127957,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,8
 187,6000,-1273.27243887,1024,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
 202,16000,-1243.09985815,256,False,115482,1.224e-05,338,1.14920823,False,,,,,8
 202,18000,-1215.77079034,256,False,115482,1.224e-05,338,1.14920823,False,,,,,8
 202,20000,-1186.43359492,256,False,115482,1.224e-05,338,1.14920823,False,,,,,8
-203,2000,-1164.09010852,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,8
-203,4000,-1211.95144734,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,8
-203,6000,-1172.20079117,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,8
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 206,2000,-1164.09010852,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,8
 206,4000,-1161.99408893,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,8
 206,6000,-1179.72541397,512,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
 234,16000,-1221.82110048,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,8
 234,18000,-1227.7096306,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,8
 234,20000,-1156.20710239,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,8
-235,2000,-1164.09010852,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,8
-235,4000,-1240.62616809,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,8
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+235,20000,-1215.84163442,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,8
 236,2000,-1342.48588818,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,8
 236,4000,-1314.26860062,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,8
 236,6000,-1208.1787327,256,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
 247,16000,-1317.49858625,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,8
 247,18000,-1281.09068406,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,8
 247,20000,-1257.66931484,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,8
-248,2000,-1164.09010852,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,8
-248,4000,-1233.77243476,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,8
-248,6000,-1191.60490192,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,8
-248,8000,-1198.39552792,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,8
-248,10000,-1190.499753,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,8
-248,12000,-1257.03590368,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,8
-248,14000,-1230.4000163,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,8
-248,16000,-1238.06882226,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,8
-248,18000,-1276.44860457,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,8
-248,20000,-1205.83541066,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,8
+248,2000,-1164.09010852,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,8
+248,4000,-1233.77243476,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,8
+248,6000,-1191.60490192,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,8
+248,8000,-1198.39552792,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,8
+248,10000,-1190.499753,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,8
+248,12000,-1257.03590368,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,8
+248,14000,-1230.4000163,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,8
+248,16000,-1238.06882226,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,8
+248,18000,-1276.44860457,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,8
+248,20000,-1205.83541066,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,8
 249,2000,-1164.09010852,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,8
 249,4000,-1233.77243476,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,8
 249,6000,-1239.72269607,512,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
 5,16000,-1198.30430753,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,4
 5,18000,-1317.6096361,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,4
 5,20000,-1343.65401346,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,4
-6,2000,-1212.6794324,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,4
-6,4000,-1232.13152871,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,4
-6,6000,-1312.89616767,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,4
-6,8000,-1229.0563453,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,4
-6,10000,-1212.62784003,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,4
-6,12000,-1212.34580408,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,4
-6,14000,-1179.48446438,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,4
-6,16000,-1239.4727513,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,4
-6,18000,-1241.87898907,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,4
-6,20000,-1196.90107016,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,4
+6,2000,-1212.6794324,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,4
+6,4000,-1232.13152871,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,4
+6,6000,-1312.89616767,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,4
+6,8000,-1229.0563453,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,4
+6,10000,-1212.62784003,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,4
+6,12000,-1212.34580408,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,4
+6,14000,-1179.48446438,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,4
+6,16000,-1239.4727513,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,4
+6,18000,-1241.87898907,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,4
+6,20000,-1196.90107016,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,4
 7,2000,-1212.6794324,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,4
 7,4000,-1301.01892781,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,4
 7,6000,-1341.61524901,256,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
 54,16000,-1262.76763879,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,4
 54,18000,-1236.87492152,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,4
 54,20000,-1203.05519754,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,4
-55,2000,-1212.6794324,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,4
-55,4000,-1258.06070013,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,4
-55,6000,-1230.55348723,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,4
-55,8000,-1264.66621626,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,4
-55,10000,-1181.10265994,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,4
-55,12000,-1354.73385392,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,4
-55,14000,-1046.43993236,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,4
-55,16000,-1160.86005741,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,4
-55,18000,-1224.1190349,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,4
-55,20000,-993.30961831,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,4
+55,2000,-1212.6794324,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,4
+55,4000,-1258.06070013,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,4
+55,6000,-1230.55348723,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,4
+55,8000,-1264.66621626,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,4
+55,10000,-1181.10265994,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,4
+55,12000,-1354.73385392,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,4
+55,14000,-1046.43993236,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,4
+55,16000,-1160.86005741,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,4
+55,18000,-1224.1190349,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,4
+55,20000,-993.30961831,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,4
 56,2000,-1212.6794324,512,False,48288,0.09917221,2883,2.77212836,False,,,,,4
 56,4000,-1400.66869741,512,False,48288,0.09917221,2883,2.77212836,False,,,,,4
 56,6000,,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
 56,16000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,4
 56,18000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,4
 56,20000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,4
-57,2000,-1237.79852672,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,4
-57,4000,-1254.58283115,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,4
-57,6000,-1173.62855602,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,4
-57,8000,-1203.21935603,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,4
-57,10000,-1177.48914132,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,4
-57,12000,-1228.86316113,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,4
-57,14000,-1210.11771692,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,4
-57,16000,-1217.81862638,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,4
-57,18000,-1212.45309807,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,4
-57,20000,-1202.70065367,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,4
+57,2000,-1237.79852672,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,4
+57,4000,-1254.58283115,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,4
+57,6000,-1173.62855602,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,4
+57,8000,-1203.21935603,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,4
+57,10000,-1177.48914132,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,4
+57,12000,-1228.86316113,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,4
+57,14000,-1210.11771692,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,4
+57,16000,-1217.81862638,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,4
+57,18000,-1212.45309807,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,4
+57,20000,-1202.70065367,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,4
 58,2000,-1212.6794324,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,4
 58,4000,-1232.13152871,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,4
 58,6000,-1312.89616767,512,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
 73,16000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,4
 73,18000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,4
 73,20000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,4
-74,2000,-1212.6794324,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,4
-74,4000,-1232.13152871,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,4
-74,6000,-1312.89616767,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,4
-74,8000,-1183.60039452,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,4
-74,10000,-1217.91928301,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,4
-74,12000,-1296.08445567,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,4
-74,14000,-1241.06894677,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,4
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-74,18000,-1178.14228849,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,4
-74,20000,-1217.36495229,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,4
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+74,4000,-1232.13152871,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,4
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+74,10000,-1217.91928301,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,4
+74,12000,-1296.08445567,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,4
+74,14000,-1241.06894677,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,4
+74,16000,-1206.05902463,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,4
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+74,20000,-1217.36495229,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,4
 75,2000,-1621.41389047,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,4
 75,4000,-1235.53273843,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,4
 75,6000,-898.42413782,1024,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
 81,16000,-1438.12956109,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,4
 81,18000,-1362.61837122,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,4
 81,20000,-1269.66365219,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,4
-82,2000,-1435.11779522,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,4
-82,4000,-1401.44564344,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,4
-82,6000,-1259.97016959,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,4
-82,8000,,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
-82,12000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,4
-82,14000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,4
-82,16000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,4
-82,18000,,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
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+82,12000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,4
+82,14000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,4
+82,16000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,4
+82,18000,,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
 83,2000,-1212.6794324,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,4
 83,4000,-1288.65595798,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,4
 83,6000,-1196.73903254,256,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
 104,16000,-1322.96148451,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,4
 104,18000,-1284.35630818,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,4
 104,20000,-1284.56071178,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,4
-105,2000,-1212.6794324,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,4
-105,4000,-1232.13152871,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,4
-105,6000,-1254.70449261,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,4
-105,8000,-1250.98796255,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,4
-105,10000,-1178.79217165,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,4
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-105,16000,-1149.62710068,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,4
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+105,20000,-1219.63517828,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,4
 106,2000,-1212.6794324,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,4
 106,4000,-1554.84232431,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,4
 106,6000,-1111.8426055,512,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
 108,16000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,4
 108,18000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,4
 108,20000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,4
-109,2000,-1212.6794324,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,4
-109,4000,-1232.13152871,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,4
-109,6000,-1312.89616767,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,4
-109,8000,-1305.72051842,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,4
-109,10000,-1287.22679981,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,4
-109,12000,-1174.37763001,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,4
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-109,16000,-1210.73401636,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,4
-109,18000,-1231.40010884,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,4
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+109,4000,-1232.13152871,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,4
+109,6000,-1312.89616767,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,4
+109,8000,-1305.72051842,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,4
+109,10000,-1287.22679981,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,4
+109,12000,-1174.37763001,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,4
+109,14000,-1240.01869793,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,4
+109,16000,-1210.73401636,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,4
+109,18000,-1231.40010884,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,4
+109,20000,-1306.07494398,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,4
 110,2000,-1212.6794324,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,4
 110,4000,-1232.13152871,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,4
 110,6000,-1259.64395019,256,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
 117,16000,-1227.52239338,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,4
 117,18000,-1244.83851342,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,4
 117,20000,-1246.94467011,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,4
-118,2000,-1212.6794324,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,4
-118,4000,-1158.98736608,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,4
-118,6000,-1191.53854859,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,4
-118,8000,-1212.28942061,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,4
-118,10000,-1203.61006772,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,4
-118,12000,-1277.75961463,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,4
-118,14000,-1209.41421743,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,4
-118,16000,-1206.91881614,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,4
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+118,4000,-1158.98736608,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,4
+118,6000,-1191.53854859,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,4
+118,8000,-1212.28942061,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,4
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+118,12000,-1277.75961463,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,4
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+118,20000,-1277.3570907,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,4
 119,2000,-1213.111957,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,4
 119,4000,-1227.09510711,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,4
 119,6000,-1203.25211034,1024,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
 157,16000,-1174.61134171,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,4
 157,18000,-1218.16807639,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,4
 157,20000,-1246.45281441,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,4
-158,2000,-1176.91542948,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,4
-158,4000,-1235.24680943,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,4
-158,6000,-1282.81112821,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,4
-158,8000,-1319.84051426,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,4
-158,10000,-1244.9685361,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,4
-158,12000,-1325.34943262,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,4
-158,14000,-1602.11551176,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,4
-158,16000,-1312.64448757,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,4
-158,18000,-1452.35205033,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,4
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+158,8000,-1319.84051426,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,4
+158,10000,-1244.9685361,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,4
+158,12000,-1325.34943262,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,4
+158,14000,-1602.11551176,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,4
+158,16000,-1312.64448757,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,4
+158,18000,-1452.35205033,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,4
+158,20000,-1250.27760322,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,4
 159,2000,-1212.6794324,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,4
 159,4000,-1272.08920129,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,4
 159,6000,-1251.85618933,256,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
 173,16000,-1338.64638705,512,False,84860,0.04116911,5055,5.96579894,False,,,,,4
 173,18000,-1153.15970999,512,False,84860,0.04116911,5055,5.96579894,False,,,,,4
 173,20000,-1223.47297504,512,False,84860,0.04116911,5055,5.96579894,False,,,,,4
-174,2000,-1212.6794324,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,4
-174,4000,-1171.24885832,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,4
-174,6000,-1277.35567789,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,4
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 175,2000,-1212.6794324,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,4
 175,4000,-1350.40538416,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,4
 175,6000,-1065.7791278,512,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
 185,16000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,4
 185,18000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,4
 185,20000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,4
-186,2000,-1212.6794324,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,4
-186,4000,-1232.13152871,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,4
-186,6000,-1312.89616767,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,4
-186,8000,-1191.9341304,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,4
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+186,20000,-1235.89093207,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,1e-09,,4
 187,2000,-1212.6794324,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,4
 187,4000,-1237.70144359,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,4
 187,6000,-1165.92986157,1024,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
 202,16000,-1239.48118245,256,False,115482,1.224e-05,338,1.14920823,False,,,,,4
 202,18000,-1197.61169926,256,False,115482,1.224e-05,338,1.14920823,False,,,,,4
 202,20000,-1284.94767217,256,False,115482,1.224e-05,338,1.14920823,False,,,,,4
-203,2000,-1212.6794324,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,4
-203,4000,-1220.11482015,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,4
-203,6000,-1253.34456603,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,4
-203,8000,-1205.44019661,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,4
-203,10000,-1251.39996755,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,4
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+205,20000,-1430.86996521,1024,True,101391,0.00303123,3001,1.14379591,False,0.71691325,0.52139038,1e-09,,4
 206,2000,-1212.6794324,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,4
 206,4000,-1199.05070511,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,4
 206,6000,-1233.77156855,512,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
 234,16000,-1203.18458035,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,4
 234,18000,-1222.86935328,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,4
 234,20000,-1262.52447965,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,4
-235,2000,-1212.6794324,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,4
-235,4000,-1213.27375222,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,4
-235,6000,-1230.21921837,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,4
-235,8000,-1180.16510272,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,4
-235,10000,-1209.77301657,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,4
-235,12000,-1199.63520918,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,4
-235,14000,-1238.37454042,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,4
-235,16000,-1202.38757726,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,4
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+235,8000,-1180.16510272,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,4
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+235,16000,-1202.38757726,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,4
+235,18000,-1217.54335823,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,4
+235,20000,-1209.94783095,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,4
 236,2000,-1323.94034095,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,4
 236,4000,-1426.68669091,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,4
 236,6000,-1277.55500183,256,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
 247,16000,-1244.68249963,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,4
 247,18000,-1258.51025482,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,4
 247,20000,-1286.77066476,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,4
-248,2000,-1212.6794324,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,4
-248,4000,-1232.13152871,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,4
-248,6000,-1312.89616767,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,4
-248,8000,-1223.95602525,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,4
-248,10000,-1230.90488373,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,4
-248,12000,-1263.14125235,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,4
-248,14000,-1226.9718988,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,4
-248,16000,-1203.87637887,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,4
-248,18000,-1212.7917776,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,4
-248,20000,-1192.61971189,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,4
+248,2000,-1212.6794324,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,4
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+248,6000,-1312.89616767,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,4
+248,8000,-1223.95602525,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,4
+248,10000,-1230.90488373,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,4
+248,12000,-1263.14125235,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,4
+248,14000,-1226.9718988,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,4
+248,16000,-1203.87637887,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,4
+248,18000,-1212.7917776,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,4
+248,20000,-1192.61971189,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,4
 249,2000,-1212.6794324,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,4
 249,4000,-1232.13152871,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,4
 249,6000,-1621.96498677,512,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
 5,16000,-1284.45594196,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,3
 5,18000,-1339.59429887,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,3
 5,20000,-1277.55142803,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,3
-6,2000,-1251.53986125,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,3
-6,4000,-1227.17149203,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,3
-6,6000,-1264.32870564,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,3
-6,8000,-1212.39888262,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,3
-6,10000,-1243.06944127,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,3
-6,12000,-1261.17396507,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,3
-6,14000,-1211.31944113,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,3
-6,16000,-1306.58898035,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,3
-6,18000,-1285.28851509,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,3
-6,20000,-1261.07881691,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,3
+6,2000,-1251.53986125,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,3
+6,4000,-1227.17149203,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,3
+6,6000,-1264.32870564,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,3
+6,8000,-1212.39888262,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,3
+6,10000,-1243.06944127,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,3
+6,12000,-1261.17396507,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,3
+6,14000,-1211.31944113,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,3
+6,16000,-1306.58898035,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,3
+6,18000,-1285.28851509,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,3
+6,20000,-1261.07881691,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,3
 7,2000,-1251.53986125,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,3
 7,4000,-1189.84700352,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,3
 7,6000,-1264.574605,256,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
 54,16000,-1203.30867296,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,3
 54,18000,-1260.25803946,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,3
 54,20000,-1243.05561805,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,3
-55,2000,-1251.53986125,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,3
-55,4000,-1277.80118776,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,3
-55,6000,-1352.07241927,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,3
-55,8000,-1199.61552073,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,3
-55,10000,-1272.02249747,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,3
-55,12000,-1233.2056705,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,3
-55,14000,-1161.71598986,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,3
-55,16000,-989.23338066,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,3
-55,18000,-1184.09742449,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,3
-55,20000,-1301.83356364,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,3
+55,2000,-1251.53986125,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,3
+55,4000,-1277.80118776,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,3
+55,6000,-1352.07241927,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,3
+55,8000,-1199.61552073,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,3
+55,10000,-1272.02249747,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,3
+55,12000,-1233.2056705,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,3
+55,14000,-1161.71598986,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,3
+55,16000,-989.23338066,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,3
+55,18000,-1184.09742449,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,3
+55,20000,-1301.83356364,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,3
 56,2000,-1251.53986125,512,False,48288,0.09917221,2883,2.77212836,False,,,,,3
 56,4000,-1410.08160085,512,False,48288,0.09917221,2883,2.77212836,False,,,,,3
 56,6000,,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
 56,16000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,3
 56,18000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,3
 56,20000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,3
-57,2000,-1314.06770393,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,3
-57,4000,-1275.25075119,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,3
-57,6000,-1260.43432824,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,3
-57,8000,-1278.74190156,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,3
-57,10000,-1222.28130711,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,3
-57,12000,-1336.42979956,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,3
-57,14000,-1273.53308726,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,3
-57,16000,-1311.30442195,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,3
-57,18000,-1301.58477418,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,3
-57,20000,-1226.25632732,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,3
+57,2000,-1314.06770393,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,3
+57,4000,-1275.25075119,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,3
+57,6000,-1260.43432824,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,3
+57,8000,-1278.74190156,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,3
+57,10000,-1222.28130711,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,3
+57,12000,-1336.42979956,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,3
+57,14000,-1273.53308726,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,3
+57,16000,-1311.30442195,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,3
+57,18000,-1301.58477418,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,3
+57,20000,-1226.25632732,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,3
 58,2000,-1251.53986125,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,3
 58,4000,-1227.17149203,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,3
 58,6000,-1264.32870564,512,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
 73,16000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,3
 73,18000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,3
 73,20000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,3
-74,2000,-1251.53986125,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,3
-74,4000,-1227.17149203,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,3
-74,6000,-1264.32870564,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,3
-74,8000,-1246.13919229,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,3
-74,10000,-1170.82866434,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,3
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-74,20000,-1256.11567126,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,3
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+74,20000,-1256.11567126,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,3
 75,2000,-1273.78031319,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,3
 75,4000,-1121.53164557,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,3
 75,6000,-899.73445593,1024,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
 81,16000,-1298.50263178,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,3
 81,18000,-1495.20346806,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,3
 81,20000,-1408.16227603,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,3
-82,2000,-1446.12921771,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,3
-82,4000,-1364.37205557,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,3
-82,6000,-1774.50978077,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,3
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-82,10000,-1475.44616142,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,3
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-82,16000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,3
-82,18000,,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
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+82,14000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,3
+82,16000,,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,3
+82,18000,,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
 83,2000,-1251.53986125,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,3
 83,4000,-1254.6730436,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,3
 83,6000,-1231.3497382,256,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
 104,16000,-1236.55681739,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,3
 104,18000,-1358.54309865,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,3
 104,20000,-1217.03953446,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,3
-105,2000,-1251.53986125,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,3
-105,4000,-1227.17149203,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,3
-105,6000,-1204.96786673,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,3
-105,8000,-1236.98656882,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,3
-105,10000,-1261.30683522,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,3
-105,12000,-1309.7894195,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,3
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-105,16000,-1269.63614789,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,3
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+105,18000,-1276.98497879,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,3
+105,20000,-1271.21266857,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,3
 106,2000,-1251.53986125,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,3
 106,4000,-1112.14441419,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,3
 106,6000,-1604.15512802,512,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
 108,16000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,3
 108,18000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,3
 108,20000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,3
-109,2000,-1251.53986125,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,3
-109,4000,-1227.17149203,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,3
-109,6000,-1264.32870564,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,3
-109,8000,-1170.70759296,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,3
-109,10000,-1290.26769111,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,3
-109,12000,-1606.54742372,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,3
-109,14000,-1330.87678163,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,3
-109,16000,-1480.69100652,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,3
-109,18000,-1545.57608261,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,3
-109,20000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,3
+109,2000,-1251.53986125,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,3
+109,4000,-1227.17149203,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,3
+109,6000,-1264.32870564,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,3
+109,8000,-1170.70759296,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,3
+109,10000,-1290.26769111,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,3
+109,12000,-1606.54742372,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,3
+109,14000,-1330.87678163,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,3
+109,16000,-1480.69100652,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,3
+109,18000,-1545.57608261,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,3
+109,20000,,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,3
 110,2000,-1251.53986125,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,3
 110,4000,-1227.17149203,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,3
 110,6000,-1224.3723216,256,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
 117,16000,-1174.90420283,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,3
 117,18000,-1234.48727922,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,3
 117,20000,-1264.30740068,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,3
-118,2000,-1251.53986125,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,3
-118,4000,-1298.52956957,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,3
-118,6000,-1304.62602483,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,3
-118,8000,-1255.82052239,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,3
-118,10000,-1165.04205008,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,3
-118,12000,-1243.95836707,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,3
-118,14000,-1226.74894576,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,3
-118,16000,-1328.05640095,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,3
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-118,20000,-1238.36396932,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,3
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+118,8000,-1255.82052239,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,3
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+118,14000,-1226.74894576,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,3
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+118,18000,-1236.87813928,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,3
+118,20000,-1238.36396932,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,3
 119,2000,-1296.96581182,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,3
 119,4000,-1182.46728274,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,3
 119,6000,-1233.54961952,1024,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
 157,16000,-1210.27935823,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,3
 157,18000,-1293.25064767,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,3
 157,20000,-1140.31040406,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,3
-158,2000,-1807.98749528,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,3
-158,4000,-1160.72293975,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,3
-158,6000,-1233.49616962,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,3
-158,8000,-1281.31103421,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,3
-158,10000,-1211.0384581,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,3
-158,12000,-1260.65917525,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,3
-158,14000,-1432.819059,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,3
-158,16000,-1105.50204828,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,3
-158,18000,-1444.38346046,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,3
-158,20000,-1352.62390561,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,3
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+158,8000,-1281.31103421,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,3
+158,10000,-1211.0384581,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,3
+158,12000,-1260.65917525,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,3
+158,14000,-1432.819059,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,3
+158,16000,-1105.50204828,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,3
+158,18000,-1444.38346046,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,3
+158,20000,-1352.62390561,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,3
 159,2000,-1251.53986125,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,3
 159,4000,-1201.13694336,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,3
 159,6000,-1328.3296757,256,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
 173,16000,-1296.24323403,512,False,84860,0.04116911,5055,5.96579894,False,,,,,3
 173,18000,-1228.41706436,512,False,84860,0.04116911,5055,5.96579894,False,,,,,3
 173,20000,-1158.24057036,512,False,84860,0.04116911,5055,5.96579894,False,,,,,3
-174,2000,-1251.53986125,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,3
-174,4000,-1297.3061316,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,3
-174,6000,-1176.4599304,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,3
-174,8000,-1196.63084724,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,3
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-174,12000,-1286.17408756,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,3
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 175,2000,-1251.53986125,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,3
 175,4000,-1600.1345213,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,3
 175,6000,-1414.74130305,512,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
 185,16000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,3
 185,18000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,3
 185,20000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,3
-186,2000,-1251.53986125,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,0.0,,3
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+186,20000,-1255.66514936,1024,True,92517,2.61e-06,7986,0.12547885,False,0.26032534,0.76024587,1e-09,,3
 187,2000,-1251.53986125,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,3
 187,4000,-1261.83502008,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,3
 187,6000,-1250.49240244,1024,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
 202,16000,-1257.44687677,256,False,115482,1.224e-05,338,1.14920823,False,,,,,3
 202,18000,-1183.56908374,256,False,115482,1.224e-05,338,1.14920823,False,,,,,3
 202,20000,-1207.18034011,256,False,115482,1.224e-05,338,1.14920823,False,,,,,3
-203,2000,-1251.53986125,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,3
-203,4000,-1170.98871583,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,3
-203,6000,-1212.71238917,1024,True,16623,1.746e-05,2267,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,3
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 206,2000,-1251.53986125,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,3
 206,4000,-1219.7793925,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,3
 206,6000,-1259.86749141,512,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
 234,16000,-1247.16101553,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,3
 234,18000,-1194.65581729,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,3
 234,20000,-1267.58676953,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,3
-235,2000,-1251.53986125,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,3
-235,4000,-1201.94014988,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,3
-235,6000,-1228.64567535,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,3
-235,8000,-1278.98630603,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,3
-235,10000,-1184.56526399,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,3
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-235,16000,-1204.23180878,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,0.0,,3
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+235,18000,-1223.73105576,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,3
+235,20000,-1222.7403412,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,3
 236,2000,-1269.74577995,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,3
 236,4000,-1173.54917356,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,3
 236,6000,-1375.51322584,256,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
 247,16000,-1329.01135327,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,3
 247,18000,-1189.82853876,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,3
 247,20000,-1214.67973019,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,3
-248,2000,-1251.53986125,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,3
-248,4000,-1227.17149203,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,3
-248,6000,-1264.32870564,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,3
-248,8000,-1244.47082954,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,3
-248,10000,-1215.54191219,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,3
-248,12000,-1204.85941926,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,3
-248,14000,-1202.6089396,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,3
-248,16000,-1197.07327793,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,3
-248,18000,-1258.12136107,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,3
-248,20000,-1218.81922086,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,3
+248,2000,-1251.53986125,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,3
+248,4000,-1227.17149203,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,3
+248,6000,-1264.32870564,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,3
+248,8000,-1244.47082954,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,3
+248,10000,-1215.54191219,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,3
+248,12000,-1204.85941926,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,3
+248,14000,-1202.6089396,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,3
+248,16000,-1197.07327793,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,3
+248,18000,-1258.12136107,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,3
+248,20000,-1218.81922086,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,3
 249,2000,-1251.53986125,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,3
 249,4000,-1227.17149203,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,3
 249,6000,-1413.19972285,512,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
 5,16000,-1250.79595903,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,2
 5,18000,-1293.99593971,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,2
 5,20000,-1305.97175214,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,2
-6,2000,-1268.05212076,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,2
-6,4000,-1208.07224884,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,2
-6,6000,-1248.53645971,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,2
-6,8000,-1153.73240504,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,2
-6,10000,-1201.33070919,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,2
-6,12000,-1193.90794828,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,2
-6,14000,-1225.11316694,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,2
-6,16000,-1251.19725009,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,2
-6,18000,-1244.91531856,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,2
-6,20000,-1302.92524016,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,2
+6,2000,-1268.05212076,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,2
+6,4000,-1208.07224884,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,2
+6,6000,-1248.53645971,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,2
+6,8000,-1153.73240504,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,2
+6,10000,-1201.33070919,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,2
+6,12000,-1193.90794828,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,2
+6,14000,-1225.11316694,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,2
+6,16000,-1251.19725009,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,2
+6,18000,-1244.91531856,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,2
+6,20000,-1302.92524016,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,2
 7,2000,-1268.05212076,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,2
 7,4000,-1249.56863053,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,2
 7,6000,-1169.9695783,256,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
 54,16000,-1260.5014299,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,2
 54,18000,-1234.34326854,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,2
 54,20000,-1245.31519263,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,2
-55,2000,-1268.05212076,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,2
-55,4000,-1216.90774105,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,2
-55,6000,-1208.55746685,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,2
-55,8000,-1312.54836968,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,2
-55,10000,-1251.72791178,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,2
-55,12000,-1261.1003765,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,2
-55,14000,-1226.18305581,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,2
-55,16000,-1136.17305782,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,2
-55,18000,-1072.74288847,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,2
-55,20000,-1241.95271094,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,2
+55,2000,-1268.05212076,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,2
+55,4000,-1216.90774105,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,2
+55,6000,-1208.55746685,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,2
+55,8000,-1312.54836968,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,2
+55,10000,-1251.72791178,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,2
+55,12000,-1261.1003765,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,2
+55,14000,-1226.18305581,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,2
+55,16000,-1136.17305782,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,2
+55,18000,-1072.74288847,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,2
+55,20000,-1241.95271094,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,2
 56,2000,-1268.05212076,512,False,48288,0.09917221,2883,2.77212836,False,,,,,2
 56,4000,-1416.88464082,512,False,48288,0.09917221,2883,2.77212836,False,,,,,2
 56,6000,,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
 56,16000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,2
 56,18000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,2
 56,20000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,2
-57,2000,-1229.63614154,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,2
-57,4000,-1193.3882416,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,2
-57,6000,-1193.48518571,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,2
-57,8000,-1177.51128792,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,2
-57,10000,-1273.47945525,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,2
-57,12000,-1262.83023014,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,2
-57,14000,-1222.9064549,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,2
-57,16000,-1222.50373814,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,2
-57,18000,-1226.48099436,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,2
-57,20000,-1283.02637731,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,2
+57,2000,-1229.63614154,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,2
+57,4000,-1193.3882416,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,2
+57,6000,-1193.48518571,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,2
+57,8000,-1177.51128792,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,2
+57,10000,-1273.47945525,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,2
+57,12000,-1262.83023014,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,2
+57,14000,-1222.9064549,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,2
+57,16000,-1222.50373814,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,2
+57,18000,-1226.48099436,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,2
+57,20000,-1283.02637731,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,2
 58,2000,-1268.05212076,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,2
 58,4000,-1208.07224884,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,2
 58,6000,-1248.53645971,512,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
 73,16000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,2
 73,18000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,2
 73,20000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,2
-74,2000,-1268.05212076,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,2
-74,4000,-1208.07224884,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,2
-74,6000,-1248.53645971,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,2
-74,8000,-1285.01189361,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,2
-74,10000,-1234.29358635,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,2
-74,12000,-1216.25481696,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,2
-74,14000,-1243.58005027,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,2
-74,16000,-1269.41771414,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,2
-74,18000,-1238.13175646,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,2
-74,20000,-1238.68961183,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,2
+74,2000,-1268.05212076,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,2
+74,4000,-1208.07224884,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,2
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+74,10000,-1234.29358635,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,2
+74,12000,-1216.25481696,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,2
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+74,16000,-1269.41771414,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,2
+74,18000,-1238.13175646,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,2
+74,20000,-1238.68961183,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,2
 75,2000,-1413.6727434,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,2
 75,4000,-1229.43447657,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,2
 75,6000,-543.66434938,1024,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
 81,16000,-1145.13098441,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,2
 81,18000,-1245.86967731,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,2
 81,20000,-1340.45086585,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,2
-82,2000,-1116.43275391,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,2
-82,4000,-1200.45487156,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,2
-82,6000,-1390.74786838,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,2
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+82,14000,-1327.16315813,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,2
+82,16000,-1209.54415516,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,2
+82,18000,-1223.85786894,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,2
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 83,2000,-1268.05212076,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,2
 83,4000,-1183.18709399,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,2
 83,6000,-1202.47794333,256,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
 104,16000,-1228.65182205,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,2
 104,18000,-1251.00529375,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,2
 104,20000,-1315.28650472,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,2
-105,2000,-1268.05212076,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,2
-105,4000,-1208.07224884,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,2
-105,6000,-1213.40964491,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,2
-105,8000,-1234.02868484,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,2
-105,10000,-1172.95941002,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,2
-105,12000,-1219.48032694,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,2
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-105,16000,-1179.223731,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,2
-105,18000,-1189.17564645,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,2
-105,20000,-1199.65388368,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,2
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+105,14000,-1243.22709034,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,2
+105,16000,-1179.223731,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,2
+105,18000,-1189.17564645,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,2
+105,20000,-1199.65388368,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,2
 106,2000,-1268.05212076,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,2
 106,4000,-1458.28809264,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,2
 106,6000,-1475.70562298,512,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
 108,16000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,2
 108,18000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,2
 108,20000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,2
-109,2000,-1268.05212076,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,2
-109,4000,-1208.07224884,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,2
-109,6000,-1248.53645971,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,2
-109,8000,-1141.63315198,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,2
-109,10000,-1369.97670065,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,2
-109,12000,-1187.22103446,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,2
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-109,16000,-1324.43023776,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,2
-109,18000,-1217.36384435,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,2
-109,20000,-1287.63557391,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,2
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+109,4000,-1208.07224884,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,2
+109,6000,-1248.53645971,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,2
+109,8000,-1141.63315198,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,2
+109,10000,-1369.97670065,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,2
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+109,14000,-1304.03360771,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,2
+109,16000,-1324.43023776,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,2
+109,18000,-1217.36384435,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,2
+109,20000,-1287.63557391,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,2
 110,2000,-1268.05212076,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,2
 110,4000,-1208.07224884,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,2
 110,6000,-1206.8364642,256,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
 117,16000,-1278.44187146,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,2
 117,18000,-1228.1844897,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,2
 117,20000,-1276.11021882,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,2
-118,2000,-1268.05212076,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,2
-118,4000,-1261.62214134,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,2
-118,6000,-1192.60757136,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,2
-118,8000,-1263.93335379,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,2
-118,10000,-1269.61834173,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,2
-118,12000,-1211.66420378,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,2
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+118,6000,-1192.60757136,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,2
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+118,18000,-1219.5441862,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,2
+118,20000,-1201.83301148,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,2
 119,2000,-1258.21359479,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,2
 119,4000,-1235.66735428,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,2
 119,6000,-1254.74112109,1024,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
 157,16000,-1218.08061618,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,2
 157,18000,-1233.24946521,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,2
 157,20000,-1257.31308419,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,2
-158,2000,-1684.03863643,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,2
-158,4000,-1457.92689434,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,2
-158,6000,-1481.09864125,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,2
-158,8000,-1467.06799055,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,2
-158,10000,-1741.66693207,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,2
-158,12000,-1601.81319377,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,2
-158,14000,-1608.52899823,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,2
-158,16000,-1438.22908196,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,2
-158,18000,-1537.70702164,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,2
-158,20000,-1457.19974338,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,2
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+158,6000,-1481.09864125,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,2
+158,8000,-1467.06799055,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,2
+158,10000,-1741.66693207,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,2
+158,12000,-1601.81319377,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,2
+158,14000,-1608.52899823,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,2
+158,16000,-1438.22908196,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,2
+158,18000,-1537.70702164,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,2
+158,20000,-1457.19974338,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,2
 159,2000,-1268.05212076,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,2
 159,4000,-1198.83471441,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,2
 159,6000,-1320.77637259,256,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
 173,16000,-1259.67650901,512,False,84860,0.04116911,5055,5.96579894,False,,,,,2
 173,18000,-1192.42524833,512,False,84860,0.04116911,5055,5.96579894,False,,,,,2
 173,20000,-1204.67613065,512,False,84860,0.04116911,5055,5.96579894,False,,,,,2
-174,2000,-1268.05212076,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,2
-174,4000,-1273.18283554,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,2
-174,6000,-1213.76097259,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,2
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 175,2000,-1268.05212076,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,2
 175,4000,-1339.49252539,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,2
 175,6000,-1192.97755483,512,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
 185,16000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,2
 185,18000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,2
 185,20000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,2
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 187,2000,-1268.05212076,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,2
 187,4000,-1197.13783359,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,2
 187,6000,-1189.987506,1024,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
 202,16000,-1257.76073317,256,False,115482,1.224e-05,338,1.14920823,False,,,,,2
 202,18000,-1236.75205408,256,False,115482,1.224e-05,338,1.14920823,False,,,,,2
 202,20000,-1212.5831154,256,False,115482,1.224e-05,338,1.14920823,False,,,,,2
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 206,2000,-1268.05212076,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,2
 206,4000,-1176.04633777,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,2
 206,6000,-1269.40849661,512,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
 234,16000,-1266.61337775,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,2
 234,18000,-1239.73775193,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,2
 234,20000,-1214.63869229,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,2
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 236,2000,-1219.49516195,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,2
 236,4000,-1741.78319562,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,2
 236,6000,-1090.3808314,256,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
 247,16000,-1257.72154874,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,2
 247,18000,-1290.88706002,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,2
 247,20000,-1240.69073338,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,2
-248,2000,-1268.05212076,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,2
-248,4000,-1208.07224884,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,2
-248,6000,-1248.53645971,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,2
-248,8000,-1250.12820985,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,2
-248,10000,-1260.7597017,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,2
-248,12000,-1220.06563089,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,2
-248,14000,-1161.30076383,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,2
-248,16000,-1209.16662664,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,2
-248,18000,-1245.15079911,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,2
-248,20000,-1192.97104496,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,2
+248,2000,-1268.05212076,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,2
+248,4000,-1208.07224884,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,2
+248,6000,-1248.53645971,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,2
+248,8000,-1250.12820985,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,2
+248,10000,-1260.7597017,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,2
+248,12000,-1220.06563089,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,2
+248,14000,-1161.30076383,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,2
+248,16000,-1209.16662664,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,2
+248,18000,-1245.15079911,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,2
+248,20000,-1192.97104496,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,2
 249,2000,-1268.05212076,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,2
 249,4000,-1208.07224884,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,2
 249,6000,-1162.55308437,512,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
 5,16000,-1313.5502917,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,5
 5,18000,-1322.58507821,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,5
 5,20000,-1342.69417681,256,False,31159,0.00021456,2002,0.20794054,True,,,,0.37503792,5
-6,2000,-1231.10171158,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,5
-6,4000,-1206.22800541,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,5
-6,6000,-1237.77704742,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,5
-6,8000,-1207.14110168,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,5
-6,10000,-1266.17447126,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,5
-6,12000,-1230.85258487,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,5
-6,14000,-1231.70215571,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,5
-6,16000,-1245.57920957,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,5
-6,18000,-1219.70117552,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,5
-6,20000,-1142.07149083,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,0.0,,5
+6,2000,-1231.10171158,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,5
+6,4000,-1206.22800541,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,5
+6,6000,-1237.77704742,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,5
+6,8000,-1207.14110168,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,5
+6,10000,-1266.17447126,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,5
+6,12000,-1230.85258487,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,5
+6,14000,-1231.70215571,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,5
+6,16000,-1245.57920957,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,5
+6,18000,-1219.70117552,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,5
+6,20000,-1142.07149083,1024,True,100720,3.02e-06,8000,0.86557041,False,0.60879706,0.74187094,1e-09,,5
 7,2000,-1231.10171158,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,5
 7,4000,-1227.58157869,256,True,15149,3.89e-05,3394,0.13436773,False,0.57093544,0.2727356,4.1e-07,,5
 7,6000,-1223.67747884,256,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
 54,16000,-1257.73901314,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,5
 54,18000,-1151.61471803,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,5
 54,20000,-1255.3105159,256,False,44116,0.00022555,3098,9.10026122,True,,,,0.61117688,5
-55,2000,-1231.10171158,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,5
-55,4000,-1326.04477391,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,5
-55,6000,-1286.31363357,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,5
-55,8000,-1216.92386842,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,5
-55,10000,-1298.44832177,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,5
-55,12000,-1263.16600764,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,5
-55,14000,-1197.20350989,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,5
-55,16000,-1134.27841528,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,5
-55,18000,-1138.32456849,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,5
-55,20000,-1088.24110469,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,5
+55,2000,-1231.10171158,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,5
+55,4000,-1326.04477391,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,5
+55,6000,-1286.31363357,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,5
+55,8000,-1216.92386842,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,5
+55,10000,-1298.44832177,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,5
+55,12000,-1263.16600764,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,5
+55,14000,-1197.20350989,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,5
+55,16000,-1134.27841528,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,5
+55,18000,-1138.32456849,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,5
+55,20000,-1088.24110469,512,True,29389,0.00037373,3014,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,5
 56,2000,-1231.10171158,512,False,48288,0.09917221,2883,2.77212836,False,,,,,5
 56,4000,-1623.8294614,512,False,48288,0.09917221,2883,2.77212836,False,,,,,5
 56,6000,,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
 56,16000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,5
 56,18000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,5
 56,20000,,512,False,48288,0.09917221,2883,2.77212836,False,,,,,5
-57,2000,-1252.45911748,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,5
-57,4000,-1249.82895661,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,5
-57,6000,-1230.27821757,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,5
-57,8000,-1339.20469813,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,5
-57,10000,-1208.45668254,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,5
-57,12000,-1232.20378845,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,5
-57,14000,-1230.13443638,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,5
-57,16000,-1251.96503849,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,5
-57,18000,-1206.04539299,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,5
-57,20000,-1175.62519151,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,0.0,,5
+57,2000,-1252.45911748,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,5
+57,4000,-1249.82895661,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,5
+57,6000,-1230.27821757,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,5
+57,8000,-1339.20469813,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,5
+57,10000,-1208.45668254,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,5
+57,12000,-1232.20378845,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,5
+57,14000,-1230.13443638,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,5
+57,16000,-1251.96503849,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,5
+57,18000,-1206.04539299,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,5
+57,20000,-1175.62519151,1024,True,18595,2.06e-06,1981,0.73208745,False,0.77535272,0.95915351,1e-09,,5
 58,2000,-1231.10171158,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,5
 58,4000,-1206.22800541,512,False,101934,0.04777057,8057,0.63038139,True,,,,0.86344197,5
 58,6000,-1237.77704742,512,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
 73,16000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,5
 73,18000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,5
 73,20000,,512,False,85382,0.0591111,2883,6.23857685,False,,,,,5
-74,2000,-1231.10171158,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,5
-74,4000,-1206.22800541,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,5
-74,6000,-1237.77704742,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,5
-74,8000,-1228.44711171,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,5
-74,10000,-1283.51056883,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,5
-74,12000,-1233.77093979,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,5
-74,14000,-1146.74554601,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,5
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-74,18000,-1230.99125245,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,5
-74,20000,-1281.34735316,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,5
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+74,4000,-1206.22800541,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,5
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+74,10000,-1283.51056883,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,5
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+74,16000,-1219.44688615,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,5
+74,18000,-1230.99125245,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,5
+74,20000,-1281.34735316,256,True,22800,0.00010355,6105,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,5
 75,2000,-1261.19751163,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,5
 75,4000,-1476.35893965,1024,True,103146,0.01033872,1303,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,5
 75,6000,-1273.80163597,1024,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
 81,16000,-1402.09327811,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,5
 81,18000,-1723.30293867,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,5
 81,20000,-1527.81353793,512,True,68584,0.00127599,4081,5.4147335,False,0.40741367,0.42252484,1.133e-05,,5
-82,2000,-1505.36173224,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,5
-82,4000,-1301.29831355,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,5
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-82,10000,-1347.93618657,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,5
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+82,14000,-1102.81795152,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,5
+82,16000,-1163.97747734,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,5
+82,18000,-1296.34127255,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,5
+82,20000,-1170.30839789,256,True,105251,0.03915004,984,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,5
 83,2000,-1231.10171158,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,5
 83,4000,-1242.9070804,256,False,68425,6.912e-05,2804,3.2713596,True,,,,0.90215055,5
 83,6000,-1336.21113703,256,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
 104,16000,-1266.15195629,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,5
 104,18000,-1266.68430202,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,5
 104,20000,-1264.72514384,256,True,33938,0.00034018,2866,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,5
-105,2000,-1231.10171158,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,5
-105,4000,-1206.22800541,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,5
-105,6000,-1229.69005196,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,5
-105,8000,-1213.87238535,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,5
-105,10000,-1213.96469745,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,5
-105,12000,-1296.73427892,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,5
-105,14000,-1252.2973554,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,5
-105,16000,-1231.29550968,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,5
-105,18000,-1181.81961591,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,0.0,0.02791539,5
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+105,10000,-1213.96469745,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,5
+105,12000,-1296.73427892,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,5
+105,14000,-1252.2973554,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,5
+105,16000,-1231.29550968,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,5
+105,18000,-1181.81961591,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,5
+105,20000,-1182.74613261,1024,True,99394,3.31e-06,5194,3.17734665,True,0.43174236,0.89378009,1e-09,0.02791539,5
 106,2000,-1231.10171158,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,5
 106,4000,-1160.05791085,512,True,96049,0.04142645,2450,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,5
 106,6000,-1494.29522873,512,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
 108,16000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,5
 108,18000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,5
 108,20000,,1024,False,98127,0.03607899,2264,0.5483364,True,,,,0.02926784,5
-109,2000,-1231.10171158,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,5
-109,4000,-1206.22800541,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,5
-109,6000,-1237.77704742,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,5
-109,8000,-1218.6612771,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,5
-109,10000,-1209.59376183,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,5
-109,12000,-1151.30745696,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,5
-109,14000,-1210.83913543,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,5
-109,16000,-1194.88508555,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,5
-109,18000,-1457.45793314,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,5
-109,20000,-1560.67445421,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,5
+109,2000,-1231.10171158,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,5
+109,4000,-1206.22800541,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,5
+109,6000,-1237.77704742,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,5
+109,8000,-1218.6612771,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,5
+109,10000,-1209.59376183,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,5
+109,12000,-1151.30745696,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,5
+109,14000,-1210.83913543,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,5
+109,16000,-1194.88508555,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,5
+109,18000,-1457.45793314,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,5
+109,20000,-1560.67445421,512,True,113122,0.02762646,7048,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,5
 110,2000,-1231.10171158,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,5
 110,4000,-1206.22800541,256,False,97105,1.8e-06,5138,1.01136087,True,,,,0.98316914,5
 110,6000,-1301.11574607,256,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
 117,16000,-1261.40376741,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,5
 117,18000,-1257.12398811,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,5
 117,20000,-1252.0410921,256,True,40437,3.996e-05,7757,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,5
-118,2000,-1231.10171158,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,5
-118,4000,-1292.30256664,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,5
-118,6000,-1275.48911017,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,5
-118,8000,-1226.92859917,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,5
-118,10000,-1312.19536985,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,5
-118,12000,-1274.27725968,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,5
-118,14000,-1223.42762313,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,5
-118,16000,-1250.89922041,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,5
-118,18000,-1235.02993914,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,5
-118,20000,-1213.95763281,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,0.0,,5
+118,2000,-1231.10171158,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,5
+118,4000,-1292.30256664,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,5
+118,6000,-1275.48911017,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,5
+118,8000,-1226.92859917,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,5
+118,10000,-1312.19536985,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,5
+118,12000,-1274.27725968,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,5
+118,14000,-1223.42762313,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,5
+118,16000,-1250.89922041,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,5
+118,18000,-1235.02993914,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,5
+118,20000,-1213.95763281,1024,True,104190,2.96e-05,3566,3.89863927,False,0.93848573,0.62492892,1e-09,,5
 119,2000,-1251.4060717,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,5
 119,4000,-1167.43368573,1024,False,7417,9.574e-05,1371,4.40359953,False,,,,,5
 119,6000,-1288.7809484,1024,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
 157,16000,-1212.68702228,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,5
 157,18000,-1238.10192235,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,5
 157,20000,-1152.24696308,256,True,58317,3.54e-06,2635,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,5
-158,2000,-1659.25609634,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,5
-158,4000,-1296.44159656,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,5
-158,6000,-1284.778637,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,5
-158,8000,-1242.78899582,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,5
-158,10000,-1291.82502321,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,5
-158,12000,-1264.89409214,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,5
-158,14000,-1163.70712346,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,5
-158,16000,-1206.87768481,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,5
-158,18000,-1220.96633443,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,5
-158,20000,-1212.82884293,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,0.0,,5
+158,2000,-1659.25609634,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,5
+158,4000,-1296.44159656,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,5
+158,6000,-1284.778637,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,5
+158,8000,-1242.78899582,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,5
+158,10000,-1291.82502321,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,5
+158,12000,-1264.89409214,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,5
+158,14000,-1163.70712346,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,5
+158,16000,-1206.87768481,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,5
+158,18000,-1220.96633443,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,5
+158,20000,-1212.82884293,1024,True,72556,0.01489128,1949,3.34081958,False,0.80806291,0.11622802,1e-09,,5
 159,2000,-1231.10171158,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,5
 159,4000,-1274.63471102,256,False,46743,0.00328878,2892,0.20363426,True,,,,0.7905837,5
 159,6000,-1397.57580707,256,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
 173,16000,,512,False,84860,0.04116911,5055,5.96579894,False,,,,,5
 173,18000,,512,False,84860,0.04116911,5055,5.96579894,False,,,,,5
 173,20000,,512,False,84860,0.04116911,5055,5.96579894,False,,,,,5
-174,2000,-1231.10171158,512,True,69865,0.00261823,2201,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,5
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 175,2000,-1231.10171158,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,5
 175,4000,-1634.65115923,512,True,101312,0.08241641,3675,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,5
 175,6000,-1452.8966001,512,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
 185,16000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,5
 185,18000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,5
 185,20000,,1024,False,64914,0.07839438,3245,1.59914335,True,,,,0.94438931,5
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 187,2000,-1231.10171158,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,5
 187,4000,-1225.5882451,1024,False,14700,9.293e-05,3076,1.36875112,False,,,,,5
 187,6000,-1250.03621713,1024,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
 202,16000,-1179.15322842,256,False,115482,1.224e-05,338,1.14920823,False,,,,,5
 202,18000,-1217.50464435,256,False,115482,1.224e-05,338,1.14920823,False,,,,,5
 202,20000,-1269.27056236,256,False,115482,1.224e-05,338,1.14920823,False,,,,,5
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 206,2000,-1231.10171158,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,5
 206,4000,-1176.7625229,512,False,34755,2.067e-05,2732,1.39519218,False,,,,,5
 206,6000,-1223.45210292,512,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
 234,16000,-1226.47067658,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,5
 234,18000,-1211.78761036,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,5
 234,20000,-1180.29624495,1024,True,61420,6.6e-06,2997,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,5
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+235,18000,-1200.00222192,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,5
+235,20000,-1206.68821581,1024,True,42159,0.00010059,3366,0.16088162,False,0.10583519,0.89086451,1e-09,,5
 236,2000,-1264.20023981,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,5
 236,4000,-1530.24489055,256,True,94282,0.00375545,1195,1.84302524,False,0.7755989,0.1013568,2.68e-06,,5
 236,6000,-1525.46978845,256,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
 247,16000,-1194.77403354,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,5
 247,18000,-1246.71745178,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,5
 247,20000,-1188.85246072,512,True,59230,0.00025722,3712,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,5
-248,2000,-1231.10171158,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,5
-248,4000,-1206.22800541,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,5
-248,6000,-1237.77704742,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,5
-248,8000,-1286.94551184,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,5
-248,10000,-1281.09203561,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,5
-248,12000,-1224.94874559,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,5
-248,14000,-1255.08093272,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,5
-248,16000,-1286.42767573,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,5
-248,18000,-1203.25291585,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,5
-248,20000,-1234.87464548,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,0.0,,5
+248,2000,-1231.10171158,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,5
+248,4000,-1206.22800541,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,5
+248,6000,-1237.77704742,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,5
+248,8000,-1286.94551184,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,5
+248,10000,-1281.09203561,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,5
+248,12000,-1224.94874559,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,5
+248,14000,-1255.08093272,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,5
+248,16000,-1286.42767573,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,5
+248,18000,-1203.25291585,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,5
+248,20000,-1234.87464548,256,True,73490,8.39e-06,6200,0.14387737,False,0.47353928,0.34276186,1e-09,,5
 249,2000,-1231.10171158,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,5
 249,4000,-1206.22800541,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,5
 249,6000,-1239.70154941,512,True,37462,0.01513868,5294,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,5