diff --git "a/landscapes/brax_humanoid_sac.csv" "b/landscapes/brax_humanoid_sac.csv"
--- "a/landscapes/brax_humanoid_sac.csv"
+++ "b/landscapes/brax_humanoid_sac.csv"
@@ -59,16 +59,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 5,4000000,2818.3706,512,False,507348,0.00021456,4004,0.20794054,True,,,,0.37503792,9
 5,4500000,4537.743,512,False,507348,0.00021456,4004,0.20794054,True,,,,0.37503792,9
 5,5000000,4741.7397,512,False,507348,0.00021456,4004,0.20794054,True,,,,0.37503792,9
-6,500000,199.06778,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,9
-6,1000000,357.2315,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,9
-6,1500000,382.3473,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,9
-6,2000000,434.63977,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,9
-6,2500000,583.8513,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,9
-6,3000000,536.9691,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,9
-6,3500000,724.66693,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,9
-6,4000000,1403.602,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,9
-6,4500000,1026.9736,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,9
-6,5000000,3401.4434,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,9
+6,500000,199.06778,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,1e-09,,9
+6,1000000,357.2315,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,1e-09,,9
+6,1500000,382.3473,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,1e-09,,9
+6,2000000,434.63977,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,1e-09,,9
+6,2500000,583.8513,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,1e-09,,9
+6,3000000,536.9691,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,1e-09,,9
+6,3500000,724.66693,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,1e-09,,9
+6,4000000,1403.602,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,1e-09,,9
+6,4500000,1026.9736,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,1e-09,,9
+6,5000000,3401.4434,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,1e-09,,9
 7,500000,453.68643,512,True,238357,3.89e-05,6787,0.13436773,False,0.57093544,0.2727356,4.1e-07,,9
 7,1000000,3652.2026,512,True,238357,3.89e-05,6787,0.13436773,False,0.57093544,0.2727356,4.1e-07,,9
 7,1500000,2903.5796,512,True,238357,3.89e-05,6787,0.13436773,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
 54,4000000,4720.821,512,False,725031,0.00022555,6197,9.10026122,True,,,,0.61117688,9
 54,4500000,4125.38,512,False,725031,0.00022555,6197,9.10026122,True,,,,0.61117688,9
 54,5000000,4698.002,512,False,725031,0.00022555,6197,9.10026122,True,,,,0.61117688,9
-55,500000,334.8946,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,9
-55,1000000,329.45847,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,9
-55,1500000,461.06177,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,9
-55,2000000,394.0172,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,9
-55,2500000,316.58154,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,9
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+55,4500000,385.0449,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,9
+55,5000000,337.62643,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,9
 56,500000,209.4469,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,9
 56,1000000,209.64719,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,9
 56,1500000,209.33348,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,9
@@ -569,16 +569,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 56,4000000,209.36932,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,9
 56,4500000,209.86728,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,9
 56,5000000,209.41425,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,9
-57,500000,248.84792,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,0.0,,9
-57,1000000,257.6063,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,0.0,,9
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-57,2500000,418.29663,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,0.0,,9
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-57,3500000,528.0925,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,0.0,,9
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+57,2500000,418.29663,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,1e-09,,9
+57,3000000,469.65375,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,1e-09,,9
+57,3500000,528.0925,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,1e-09,,9
+57,4000000,1164.1003,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,1e-09,,9
+57,4500000,3015.467,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,1e-09,,9
+57,5000000,4969.332,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,1e-09,,9
 58,500000,209.0174,1024,False,1696457,0.04777057,16113,0.63038139,True,,,,0.86344197,9
 58,1000000,208.7744,1024,False,1696457,0.04777057,16113,0.63038139,True,,,,0.86344197,9
 58,1500000,208.93387,1024,False,1696457,0.04777057,16113,0.63038139,True,,,,0.86344197,9
@@ -739,16 +739,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 73,4000000,209.5354,1024,False,1418369,0.0591111,5766,6.23857685,False,,,,,9
 73,4500000,209.94606,1024,False,1418369,0.0591111,5766,6.23857685,False,,,,,9
 73,5000000,209.87369,1024,False,1418369,0.0591111,5766,6.23857685,False,,,,,9
-74,500000,1432.5079,512,True,366903,0.00010355,12210,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,9
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+74,5000000,4196.656,512,True,366903,0.00010355,12210,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,9
 75,500000,322.1889,2048,True,1716821,0.01033872,2607,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,9
 75,1000000,296.72156,2048,True,1716821,0.01033872,2607,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,9
 75,1500000,292.8369,2048,True,1716821,0.01033872,2607,1.62713623,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
 81,4000000,5218.796,1024,True,1136135,0.00127599,8162,5.4147335,False,0.40741367,0.42252484,1.133e-05,,9
 81,4500000,5419.6436,1024,True,1136135,0.00127599,8162,5.4147335,False,0.40741367,0.42252484,1.133e-05,,9
 81,5000000,4249.6196,1024,True,1136135,0.00127599,8162,5.4147335,False,0.40741367,0.42252484,1.133e-05,,9
-82,500000,211.65811,512,True,1752181,0.03915004,1968,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,9
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+82,4500000,211.26466,512,True,1752181,0.03915004,1968,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,9
+82,5000000,211.53857,512,True,1752181,0.03915004,1968,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,9
 83,500000,497.61057,512,False,1133456,6.912e-05,5609,3.2713596,True,,,,0.90215055,9
 83,1000000,4251.593,512,False,1133456,6.912e-05,5609,3.2713596,True,,,,0.90215055,9
 83,1500000,3915.0845,512,False,1133456,6.912e-05,5609,3.2713596,True,,,,0.90215055,9
@@ -1049,16 +1049,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 104,4000000,3929.687,512,True,554040,0.00034018,5733,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,9
 104,4500000,3953.2007,512,True,554040,0.00034018,5733,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,9
 104,5000000,1825.8668,512,True,554040,0.00034018,5733,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,9
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 106,500000,209.60481,1024,True,1597585,0.04142645,4901,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,9
 106,1000000,209.70245,1024,True,1597585,0.04142645,4901,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,9
 106,1500000,209.83867,1024,True,1597585,0.04142645,4901,0.59814742,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
 108,4000000,210.57355,2048,False,1632490,0.03607899,4527,0.5483364,True,,,,0.02926784,9
 108,4500000,210.24594,2048,False,1632490,0.03607899,4527,0.5483364,True,,,,0.02926784,9
 108,5000000,210.03546,2048,False,1632490,0.03607899,4527,0.5483364,True,,,,0.02926784,9
-109,500000,210.26791,1024,True,1884429,0.02762646,14096,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,9
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 110,500000,316.714,512,False,1615325,1.8e-06,10276,1.01136087,True,,,,0.98316914,9
 110,1000000,388.0005,512,False,1615325,1.8e-06,10276,1.01136087,True,,,,0.98316914,9
 110,1500000,413.1909,512,False,1615325,1.8e-06,10276,1.01136087,True,,,,0.98316914,9
@@ -1179,16 +1179,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 117,4000000,4645.965,512,True,663222,3.996e-05,15513,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,9
 117,4500000,4758.699,512,True,663222,3.996e-05,15513,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,9
 117,5000000,4664.5576,512,True,663222,3.996e-05,15513,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,9
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 119,500000,381.43115,2048,False,108436,9.574e-05,2743,4.40359953,False,,,,,9
 119,1000000,4945.7993,2048,False,108436,9.574e-05,2743,4.40359953,False,,,,,9
 119,1500000,5624.549,2048,False,108436,9.574e-05,2743,4.40359953,False,,,,,9
@@ -1579,16 +1579,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 157,4000000,1606.345,512,True,963638,3.54e-06,5271,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,9
 157,4500000,2983.7168,512,True,963638,3.54e-06,5271,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,9
 157,5000000,4494.131,512,True,963638,3.54e-06,5271,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,9
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 159,500000,2111.7979,512,False,769177,0.00328878,5785,0.20363426,True,,,,0.7905837,9
 159,1000000,1066.888,512,False,769177,0.00328878,5785,0.20363426,True,,,,0.7905837,9
 159,1500000,3278.6863,512,False,769177,0.00328878,5785,0.20363426,True,,,,0.7905837,9
@@ -1739,16 +1739,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 173,4000000,209.80261,1024,False,1409590,0.04116911,10110,5.96579894,False,,,,,9
 173,4500000,209.61179,1024,False,1409590,0.04116911,10110,5.96579894,False,,,,,9
 173,5000000,209.69171,1024,False,1409590,0.04116911,10110,5.96579894,False,,,,,9
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 175,500000,209.39474,1024,True,1686003,0.08241641,7350,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,9
 175,1000000,209.47943,1024,True,1686003,0.08241641,7350,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,9
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@@ -1859,16 +1859,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 185,4000000,210.50964,2048,False,1074472,0.07839438,6491,1.59914335,True,,,,0.94438931,9
 185,4500000,210.68945,2048,False,1074472,0.07839438,6491,1.59914335,True,,,,0.94438931,9
 185,5000000,210.56552,2048,False,1074472,0.07839438,6491,1.59914335,True,,,,0.94438931,9
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 187,500000,611.4507,2048,False,230810,9.293e-05,6153,1.36875112,False,,,,,9
 187,1000000,4760.9893,2048,False,230810,9.293e-05,6153,1.36875112,False,,,,,9
 187,1500000,5259.054,2048,False,230810,9.293e-05,6153,1.36875112,False,,,,,9
@@ -2029,36 +2029,36 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 202,4000000,1816.437,512,False,1924086,1.224e-05,677,1.14920823,False,,,,,9
 202,4500000,2667.7432,512,False,1924086,1.224e-05,677,1.14920823,False,,,,,9
 202,5000000,3885.3518,512,False,1924086,1.224e-05,677,1.14920823,False,,,,,9
-203,500000,370.59885,2048,True,263122,1.746e-05,4535,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,9
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-203,2000000,289.3995,2048,True,263122,1.746e-05,4535,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,9
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 206,500000,254.04372,1024,False,567761,2.067e-05,5464,1.39519218,False,,,,,9
 206,1000000,483.68097,1024,False,567761,2.067e-05,5464,1.39519218,False,,,,,9
 206,1500000,1143.5391,1024,False,567761,2.067e-05,5464,1.39519218,False,,,,,9
@@ -2349,16 +2349,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 234,4000000,4312.299,2048,True,1015775,6.6e-06,5995,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,9
 234,4500000,4333.562,2048,True,1015775,6.6e-06,5995,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,9
 234,5000000,72.354836,2048,True,1015775,6.6e-06,5995,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,9
-235,500000,516.50696,2048,True,692161,0.00010059,6732,0.16088162,False,0.10583519,0.89086451,0.0,,9
-235,1000000,3837.0796,2048,True,692161,0.00010059,6732,0.16088162,False,0.10583519,0.89086451,0.0,,9
-235,1500000,3643.4478,2048,True,692161,0.00010059,6732,0.16088162,False,0.10583519,0.89086451,0.0,,9
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+235,5000000,360.10617,2048,True,692161,0.00010059,6732,0.16088162,False,0.10583519,0.89086451,1e-09,,9
 236,500000,434.94818,512,True,1567895,0.00375545,2391,1.84302524,False,0.7755989,0.1013568,2.68e-06,,9
 236,1000000,2084.0454,512,True,1567895,0.00375545,2391,1.84302524,False,0.7755989,0.1013568,2.68e-06,,9
 236,1500000,4106.6055,512,True,1567895,0.00375545,2391,1.84302524,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
 247,4000000,1941.7822,1024,True,978974,0.00025722,7424,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,9
 247,4500000,1794.496,1024,True,978974,0.00025722,7424,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,9
 247,5000000,1697.764,1024,True,978974,0.00025722,7424,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,9
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-248,1000000,315.13647,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,9
-248,1500000,523.53784,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,9
-248,2000000,498.85605,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,9
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+248,5000000,4570.8027,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,1e-09,,9
 249,500000,,1024,True,613248,0.01513868,10587,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,9
 249,1000000,,1024,True,613248,0.01513868,10587,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,9
 249,1500000,,1024,True,613248,0.01513868,10587,0.25866998,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
 5,4000000,4707.543,512,False,507348,0.00021456,4004,0.20794054,True,,,,0.37503792,0
 5,4500000,4723.686,512,False,507348,0.00021456,4004,0.20794054,True,,,,0.37503792,0
 5,5000000,4759.6167,512,False,507348,0.00021456,4004,0.20794054,True,,,,0.37503792,0
-6,500000,219.72308,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,0
-6,1000000,354.90872,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,0
-6,1500000,293.1902,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,0
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 7,500000,493.86716,512,True,238357,3.89e-05,6787,0.13436773,False,0.57093544,0.2727356,4.1e-07,,0
 7,1000000,2858.5027,512,True,238357,3.89e-05,6787,0.13436773,False,0.57093544,0.2727356,4.1e-07,,0
 7,1500000,4419.411,512,True,238357,3.89e-05,6787,0.13436773,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
 54,4000000,4266.7866,512,False,725031,0.00022555,6197,9.10026122,True,,,,0.61117688,0
 54,4500000,4350.51,512,False,725031,0.00022555,6197,9.10026122,True,,,,0.61117688,0
 54,5000000,4531.463,512,False,725031,0.00022555,6197,9.10026122,True,,,,0.61117688,0
-55,500000,344.37234,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,0
-55,1000000,384.6157,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,0
-55,1500000,353.01746,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,0
-55,2000000,308.63037,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,0
-55,2500000,271.7386,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,0
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+55,5000000,337.3875,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,0
 56,500000,214.6931,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,0
 56,1000000,214.80779,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,0
 56,1500000,215.0193,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,0
@@ -3129,16 +3129,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 56,4000000,214.06871,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,0
 56,4500000,214.26428,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,0
 56,5000000,214.10202,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,0
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 58,500000,213.31871,1024,False,1696457,0.04777057,16113,0.63038139,True,,,,0.86344197,0
 58,1000000,212.83102,1024,False,1696457,0.04777057,16113,0.63038139,True,,,,0.86344197,0
 58,1500000,213.52748,1024,False,1696457,0.04777057,16113,0.63038139,True,,,,0.86344197,0
@@ -3299,16 +3299,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 73,4000000,212.86003,1024,False,1418369,0.0591111,5766,6.23857685,False,,,,,0
 73,4500000,212.879,1024,False,1418369,0.0591111,5766,6.23857685,False,,,,,0
 73,5000000,212.49142,1024,False,1418369,0.0591111,5766,6.23857685,False,,,,,0
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 75,500000,374.12732,2048,True,1716821,0.01033872,2607,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,0
 75,1000000,358.60498,2048,True,1716821,0.01033872,2607,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,0
 75,1500000,376.1279,2048,True,1716821,0.01033872,2607,1.62713623,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
 81,4000000,5343.402,1024,True,1136135,0.00127599,8162,5.4147335,False,0.40741367,0.42252484,1.133e-05,,0
 81,4500000,6066.255,1024,True,1136135,0.00127599,8162,5.4147335,False,0.40741367,0.42252484,1.133e-05,,0
 81,5000000,5345.9004,1024,True,1136135,0.00127599,8162,5.4147335,False,0.40741367,0.42252484,1.133e-05,,0
-82,500000,204.81548,512,True,1752181,0.03915004,1968,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,0
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+82,5000000,205.54868,512,True,1752181,0.03915004,1968,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,0
 83,500000,399.6396,512,False,1133456,6.912e-05,5609,3.2713596,True,,,,0.90215055,0
 83,1000000,1649.6853,512,False,1133456,6.912e-05,5609,3.2713596,True,,,,0.90215055,0
 83,1500000,4154.5947,512,False,1133456,6.912e-05,5609,3.2713596,True,,,,0.90215055,0
@@ -3609,16 +3609,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 104,4000000,1847.744,512,True,554040,0.00034018,5733,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,0
 104,4500000,4724.835,512,True,554040,0.00034018,5733,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,0
 104,5000000,4298.615,512,True,554040,0.00034018,5733,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,0
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 106,500000,210.96584,1024,True,1597585,0.04142645,4901,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,0
 106,1000000,210.94809,1024,True,1597585,0.04142645,4901,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,0
 106,1500000,211.1405,1024,True,1597585,0.04142645,4901,0.59814742,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
 108,4000000,210.39877,2048,False,1632490,0.03607899,4527,0.5483364,True,,,,0.02926784,0
 108,4500000,209.83698,2048,False,1632490,0.03607899,4527,0.5483364,True,,,,0.02926784,0
 108,5000000,210.19466,2048,False,1632490,0.03607899,4527,0.5483364,True,,,,0.02926784,0
-109,500000,213.12,1024,True,1884429,0.02762646,14096,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,0
-109,1000000,212.58267,1024,True,1884429,0.02762646,14096,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,0
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 110,500000,235.79822,512,False,1615325,1.8e-06,10276,1.01136087,True,,,,0.98316914,0
 110,1000000,390.49506,512,False,1615325,1.8e-06,10276,1.01136087,True,,,,0.98316914,0
 110,1500000,291.8825,512,False,1615325,1.8e-06,10276,1.01136087,True,,,,0.98316914,0
@@ -3739,16 +3739,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 117,4000000,4446.5664,512,True,663222,3.996e-05,15513,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,0
 117,4500000,4471.5093,512,True,663222,3.996e-05,15513,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,0
 117,5000000,4135.1875,512,True,663222,3.996e-05,15513,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,0
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 119,500000,480.22888,2048,False,108436,9.574e-05,2743,4.40359953,False,,,,,0
 119,1000000,4456.13,2048,False,108436,9.574e-05,2743,4.40359953,False,,,,,0
 119,1500000,4976.4277,2048,False,108436,9.574e-05,2743,4.40359953,False,,,,,0
@@ -4139,16 +4139,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 157,4000000,783.83215,512,True,963638,3.54e-06,5271,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,0
 157,4500000,1468.9814,512,True,963638,3.54e-06,5271,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,0
 157,5000000,2781.899,512,True,963638,3.54e-06,5271,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,0
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 159,500000,4793.473,512,False,769177,0.00328878,5785,0.20363426,True,,,,0.7905837,0
 159,1000000,3191.8555,512,False,769177,0.00328878,5785,0.20363426,True,,,,0.7905837,0
 159,1500000,2439.4678,512,False,769177,0.00328878,5785,0.20363426,True,,,,0.7905837,0
@@ -4299,16 +4299,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 173,4000000,212.35281,1024,False,1409590,0.04116911,10110,5.96579894,False,,,,,0
 173,4500000,212.56863,1024,False,1409590,0.04116911,10110,5.96579894,False,,,,,0
 173,5000000,212.17235,1024,False,1409590,0.04116911,10110,5.96579894,False,,,,,0
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 175,500000,215.69237,1024,True,1686003,0.08241641,7350,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,0
 175,1000000,215.6088,1024,True,1686003,0.08241641,7350,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,0
 175,1500000,215.16797,1024,True,1686003,0.08241641,7350,0.12161278,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
 185,4000000,211.44582,2048,False,1074472,0.07839438,6491,1.59914335,True,,,,0.94438931,0
 185,4500000,210.8116,2048,False,1074472,0.07839438,6491,1.59914335,True,,,,0.94438931,0
 185,5000000,210.83588,2048,False,1074472,0.07839438,6491,1.59914335,True,,,,0.94438931,0
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 187,500000,570.6338,2048,False,230810,9.293e-05,6153,1.36875112,False,,,,,0
 187,1000000,2981.8982,2048,False,230810,9.293e-05,6153,1.36875112,False,,,,,0
 187,1500000,4550.05,2048,False,230810,9.293e-05,6153,1.36875112,False,,,,,0
@@ -4589,36 +4589,36 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 202,4000000,2642.084,512,False,1924086,1.224e-05,677,1.14920823,False,,,,,0
 202,4500000,4443.1514,512,False,1924086,1.224e-05,677,1.14920823,False,,,,,0
 202,5000000,4403.347,512,False,1924086,1.224e-05,677,1.14920823,False,,,,,0
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 206,500000,377.7705,1024,False,567761,2.067e-05,5464,1.39519218,False,,,,,0
 206,1000000,412.39996,1024,False,567761,2.067e-05,5464,1.39519218,False,,,,,0
 206,1500000,1015.28064,1024,False,567761,2.067e-05,5464,1.39519218,False,,,,,0
@@ -4909,16 +4909,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 234,4000000,132.01256,2048,True,1015775,6.6e-06,5995,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,0
 234,4500000,204.85608,2048,True,1015775,6.6e-06,5995,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,0
 234,5000000,197.91951,2048,True,1015775,6.6e-06,5995,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,0
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 236,500000,390.63574,512,True,1567895,0.00375545,2391,1.84302524,False,0.7755989,0.1013568,2.68e-06,,0
 236,1000000,1725.0046,512,True,1567895,0.00375545,2391,1.84302524,False,0.7755989,0.1013568,2.68e-06,,0
 236,1500000,4067.481,512,True,1567895,0.00375545,2391,1.84302524,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
 247,4000000,3948.2544,1024,True,978974,0.00025722,7424,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,0
 247,4500000,4063.8237,1024,True,978974,0.00025722,7424,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,0
 247,5000000,3448.2803,1024,True,978974,0.00025722,7424,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,0
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+248,5000000,4759.3433,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,1e-09,,0
 249,500000,,1024,True,613248,0.01513868,10587,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,0
 249,1000000,,1024,True,613248,0.01513868,10587,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,0
 249,1500000,,1024,True,613248,0.01513868,10587,0.25866998,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
 5,4000000,4624.7725,512,False,507348,0.00021456,4004,0.20794054,True,,,,0.37503792,7
 5,4500000,4661.2183,512,False,507348,0.00021456,4004,0.20794054,True,,,,0.37503792,7
 5,5000000,4654.913,512,False,507348,0.00021456,4004,0.20794054,True,,,,0.37503792,7
-6,500000,255.68161,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,7
-6,1000000,390.5901,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,7
-6,1500000,366.78058,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,7
-6,2000000,463.59576,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,7
-6,2500000,526.3263,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,7
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+6,4000000,980.8655,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,1e-09,,7
+6,4500000,1263.3608,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,1e-09,,7
+6,5000000,2192.6223,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,1e-09,,7
 7,500000,317.92316,512,True,238357,3.89e-05,6787,0.13436773,False,0.57093544,0.2727356,4.1e-07,,7
 7,1000000,3271.9907,512,True,238357,3.89e-05,6787,0.13436773,False,0.57093544,0.2727356,4.1e-07,,7
 7,1500000,3536.8252,512,True,238357,3.89e-05,6787,0.13436773,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
 54,4000000,4657.5474,512,False,725031,0.00022555,6197,9.10026122,True,,,,0.61117688,7
 54,4500000,4723.916,512,False,725031,0.00022555,6197,9.10026122,True,,,,0.61117688,7
 54,5000000,4037.146,512,False,725031,0.00022555,6197,9.10026122,True,,,,0.61117688,7
-55,500000,154.46396,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,7
-55,1000000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,7
-55,1500000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,7
-55,2000000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,7
-55,2500000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,7
-55,3000000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,7
-55,3500000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,7
-55,4000000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,7
-55,4500000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,7
-55,5000000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,7
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+55,2500000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,7
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+55,3500000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,7
+55,4000000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,7
+55,4500000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,7
+55,5000000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,7
 56,500000,210.63242,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,7
 56,1000000,210.79156,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,7
 56,1500000,210.88548,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,7
@@ -5689,16 +5689,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 56,4000000,210.45067,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,7
 56,4500000,210.89023,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,7
 56,5000000,211.00575,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,7
-57,500000,314.41315,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,0.0,,7
-57,1000000,329.14883,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,0.0,,7
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+57,3500000,964.1283,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,1e-09,,7
+57,4000000,721.7871,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,1e-09,,7
+57,4500000,1148.5063,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,1e-09,,7
+57,5000000,1428.1533,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,1e-09,,7
 58,500000,209.1582,1024,False,1696457,0.04777057,16113,0.63038139,True,,,,0.86344197,7
 58,1000000,209.37836,1024,False,1696457,0.04777057,16113,0.63038139,True,,,,0.86344197,7
 58,1500000,209.55096,1024,False,1696457,0.04777057,16113,0.63038139,True,,,,0.86344197,7
@@ -5859,16 +5859,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 73,4000000,209.49869,1024,False,1418369,0.0591111,5766,6.23857685,False,,,,,7
 73,4500000,209.76068,1024,False,1418369,0.0591111,5766,6.23857685,False,,,,,7
 73,5000000,209.7157,1024,False,1418369,0.0591111,5766,6.23857685,False,,,,,7
-74,500000,966.9419,512,True,366903,0.00010355,12210,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,7
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 75,500000,370.26837,2048,True,1716821,0.01033872,2607,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,7
 75,1000000,374.09488,2048,True,1716821,0.01033872,2607,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,7
 75,1500000,393.57462,2048,True,1716821,0.01033872,2607,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,7
@@ -5939,16 +5939,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 81,4000000,2418.897,1024,True,1136135,0.00127599,8162,5.4147335,False,0.40741367,0.42252484,1.133e-05,,7
 81,4500000,5760.223,1024,True,1136135,0.00127599,8162,5.4147335,False,0.40741367,0.42252484,1.133e-05,,7
 81,5000000,3831.3296,1024,True,1136135,0.00127599,8162,5.4147335,False,0.40741367,0.42252484,1.133e-05,,7
-82,500000,212.82434,512,True,1752181,0.03915004,1968,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,7
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+82,5000000,212.57034,512,True,1752181,0.03915004,1968,0.46660295,True,0.12473948,0.90086808,1e-09,0.98068081,7
 83,500000,426.70892,512,False,1133456,6.912e-05,5609,3.2713596,True,,,,0.90215055,7
 83,1000000,597.52563,512,False,1133456,6.912e-05,5609,3.2713596,True,,,,0.90215055,7
 83,1500000,2709.2559,512,False,1133456,6.912e-05,5609,3.2713596,True,,,,0.90215055,7
@@ -6169,16 +6169,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 104,4000000,4118.6255,512,True,554040,0.00034018,5733,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,7
 104,4500000,4541.883,512,True,554040,0.00034018,5733,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,7
 104,5000000,4404.052,512,True,554040,0.00034018,5733,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,7
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 106,500000,208.56802,1024,True,1597585,0.04142645,4901,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,7
 106,1000000,209.08043,1024,True,1597585,0.04142645,4901,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,7
 106,1500000,208.66283,1024,True,1597585,0.04142645,4901,0.59814742,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
 108,4000000,210.55576,2048,False,1632490,0.03607899,4527,0.5483364,True,,,,0.02926784,7
 108,4500000,211.16031,2048,False,1632490,0.03607899,4527,0.5483364,True,,,,0.02926784,7
 108,5000000,211.0256,2048,False,1632490,0.03607899,4527,0.5483364,True,,,,0.02926784,7
-109,500000,207.45761,1024,True,1884429,0.02762646,14096,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,7
-109,1000000,207.75432,1024,True,1884429,0.02762646,14096,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,7
-109,1500000,208.05399,1024,True,1884429,0.02762646,14096,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,7
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+109,5000000,208.03915,1024,True,1884429,0.02762646,14096,2.02301695,True,0.55336077,0.81707279,1e-09,0.80306413,7
 110,500000,234.65886,512,False,1615325,1.8e-06,10276,1.01136087,True,,,,0.98316914,7
 110,1000000,334.44727,512,False,1615325,1.8e-06,10276,1.01136087,True,,,,0.98316914,7
 110,1500000,374.86725,512,False,1615325,1.8e-06,10276,1.01136087,True,,,,0.98316914,7
@@ -6299,16 +6299,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 117,4000000,4673.439,512,True,663222,3.996e-05,15513,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,7
 117,4500000,4703.116,512,True,663222,3.996e-05,15513,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,7
 117,5000000,4454.342,512,True,663222,3.996e-05,15513,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,7
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 119,500000,454.97217,2048,False,108436,9.574e-05,2743,4.40359953,False,,,,,7
 119,1000000,3636.907,2048,False,108436,9.574e-05,2743,4.40359953,False,,,,,7
 119,1500000,943.11926,2048,False,108436,9.574e-05,2743,4.40359953,False,,,,,7
@@ -6699,16 +6699,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 157,4000000,610.6212,512,True,963638,3.54e-06,5271,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,7
 157,4500000,666.776,512,True,963638,3.54e-06,5271,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,7
 157,5000000,780.59924,512,True,963638,3.54e-06,5271,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,7
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 159,500000,4535.874,512,False,769177,0.00328878,5785,0.20363426,True,,,,0.7905837,7
 159,1000000,3416.1228,512,False,769177,0.00328878,5785,0.20363426,True,,,,0.7905837,7
 159,1500000,741.0151,512,False,769177,0.00328878,5785,0.20363426,True,,,,0.7905837,7
@@ -6859,16 +6859,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 173,4000000,209.53836,1024,False,1409590,0.04116911,10110,5.96579894,False,,,,,7
 173,4500000,208.76811,1024,False,1409590,0.04116911,10110,5.96579894,False,,,,,7
 173,5000000,209.27194,1024,False,1409590,0.04116911,10110,5.96579894,False,,,,,7
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 175,500000,209.27097,1024,True,1686003,0.08241641,7350,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,7
 175,1000000,208.99236,1024,True,1686003,0.08241641,7350,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,7
 175,1500000,209.20543,1024,True,1686003,0.08241641,7350,0.12161278,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
 185,4000000,210.26183,2048,False,1074472,0.07839438,6491,1.59914335,True,,,,0.94438931,7
 185,4500000,210.08748,2048,False,1074472,0.07839438,6491,1.59914335,True,,,,0.94438931,7
 185,5000000,210.10416,2048,False,1074472,0.07839438,6491,1.59914335,True,,,,0.94438931,7
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 187,500000,594.4907,2048,False,230810,9.293e-05,6153,1.36875112,False,,,,,7
 187,1000000,4764.666,2048,False,230810,9.293e-05,6153,1.36875112,False,,,,,7
 187,1500000,3527.2651,2048,False,230810,9.293e-05,6153,1.36875112,False,,,,,7
@@ -7149,36 +7149,36 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 202,4000000,3034.7676,512,False,1924086,1.224e-05,677,1.14920823,False,,,,,7
 202,4500000,3248.5298,512,False,1924086,1.224e-05,677,1.14920823,False,,,,,7
 202,5000000,3907.475,512,False,1924086,1.224e-05,677,1.14920823,False,,,,,7
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 206,500000,395.2213,1024,False,567761,2.067e-05,5464,1.39519218,False,,,,,7
 206,1000000,488.84955,1024,False,567761,2.067e-05,5464,1.39519218,False,,,,,7
 206,1500000,1158.0762,1024,False,567761,2.067e-05,5464,1.39519218,False,,,,,7
@@ -7469,16 +7469,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 234,4000000,2085.7642,2048,True,1015775,6.6e-06,5995,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,7
 234,4500000,1937.9597,2048,True,1015775,6.6e-06,5995,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,7
 234,5000000,808.4728,2048,True,1015775,6.6e-06,5995,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,7
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 236,500000,645.6676,512,True,1567895,0.00375545,2391,1.84302524,False,0.7755989,0.1013568,2.68e-06,,7
 236,1000000,3766.718,512,True,1567895,0.00375545,2391,1.84302524,False,0.7755989,0.1013568,2.68e-06,,7
 236,1500000,4107.7295,512,True,1567895,0.00375545,2391,1.84302524,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
 247,4000000,1251.1677,1024,True,978974,0.00025722,7424,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,7
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 247,5000000,4212.5957,1024,True,978974,0.00025722,7424,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,7
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+248,5000000,4816.6895,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,1e-09,,7
 249,500000,177.19406,1024,True,613248,0.01513868,10587,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,7
 249,1000000,295.99756,1024,True,613248,0.01513868,10587,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,7
 249,1500000,325.5384,1024,True,613248,0.01513868,10587,0.25866998,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
 5,4000000,4782.3223,512,False,507348,0.00021456,4004,0.20794054,True,,,,0.37503792,6
 5,4500000,4686.3525,512,False,507348,0.00021456,4004,0.20794054,True,,,,0.37503792,6
 5,5000000,3972.6438,512,False,507348,0.00021456,4004,0.20794054,True,,,,0.37503792,6
-6,500000,249.98564,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,6
-6,1000000,278.3097,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,6
-6,1500000,329.7033,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,6
-6,2000000,403.3863,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,6
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 7,500000,514.6706,512,True,238357,3.89e-05,6787,0.13436773,False,0.57093544,0.2727356,4.1e-07,,6
 7,1000000,3452.0906,512,True,238357,3.89e-05,6787,0.13436773,False,0.57093544,0.2727356,4.1e-07,,6
 7,1500000,4125.206,512,True,238357,3.89e-05,6787,0.13436773,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
 54,4000000,4656.466,512,False,725031,0.00022555,6197,9.10026122,True,,,,0.61117688,6
 54,4500000,4073.4243,512,False,725031,0.00022555,6197,9.10026122,True,,,,0.61117688,6
 54,5000000,4285.23,512,False,725031,0.00022555,6197,9.10026122,True,,,,0.61117688,6
-55,500000,359.74115,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,6
-55,1000000,500.70755,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,6
-55,1500000,570.8839,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,6
-55,2000000,1095.4989,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,6
-55,2500000,1990.5464,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,6
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 56,500000,210.02982,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,6
 56,1000000,210.06802,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,6
 56,1500000,210.02129,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,6
@@ -8249,16 +8249,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 56,4000000,210.03593,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,6
 56,4500000,210.17584,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,6
 56,5000000,210.16951,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,6
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+57,5000000,4362.5156,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,1e-09,,6
 58,500000,211.27231,1024,False,1696457,0.04777057,16113,0.63038139,True,,,,0.86344197,6
 58,1000000,211.08768,1024,False,1696457,0.04777057,16113,0.63038139,True,,,,0.86344197,6
 58,1500000,210.91101,1024,False,1696457,0.04777057,16113,0.63038139,True,,,,0.86344197,6
@@ -8419,16 +8419,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 73,4000000,210.76065,1024,False,1418369,0.0591111,5766,6.23857685,False,,,,,6
 73,4500000,210.56247,1024,False,1418369,0.0591111,5766,6.23857685,False,,,,,6
 73,5000000,210.81169,1024,False,1418369,0.0591111,5766,6.23857685,False,,,,,6
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 75,500000,269.49988,2048,True,1716821,0.01033872,2607,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,6
 75,1000000,4677.809,2048,True,1716821,0.01033872,2607,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,6
 75,1500000,4354.9727,2048,True,1716821,0.01033872,2607,1.62713623,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
 81,4000000,5506.2305,1024,True,1136135,0.00127599,8162,5.4147335,False,0.40741367,0.42252484,1.133e-05,,6
 81,4500000,3414.421,1024,True,1136135,0.00127599,8162,5.4147335,False,0.40741367,0.42252484,1.133e-05,,6
 81,5000000,472.69928,1024,True,1136135,0.00127599,8162,5.4147335,False,0.40741367,0.42252484,1.133e-05,,6
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 83,500000,400.6899,512,False,1133456,6.912e-05,5609,3.2713596,True,,,,0.90215055,6
 83,1000000,1798.5908,512,False,1133456,6.912e-05,5609,3.2713596,True,,,,0.90215055,6
 83,1500000,3975.6255,512,False,1133456,6.912e-05,5609,3.2713596,True,,,,0.90215055,6
@@ -8729,16 +8729,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 104,4000000,4662.6484,512,True,554040,0.00034018,5733,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,6
 104,4500000,3085.8408,512,True,554040,0.00034018,5733,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,6
 104,5000000,4650.0933,512,True,554040,0.00034018,5733,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,6
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 106,500000,212.44788,1024,True,1597585,0.04142645,4901,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,6
 106,1000000,211.88693,1024,True,1597585,0.04142645,4901,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,6
 106,1500000,211.70844,1024,True,1597585,0.04142645,4901,0.59814742,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
 108,4000000,210.34233,2048,False,1632490,0.03607899,4527,0.5483364,True,,,,0.02926784,6
 108,4500000,210.28246,2048,False,1632490,0.03607899,4527,0.5483364,True,,,,0.02926784,6
 108,5000000,210.61993,2048,False,1632490,0.03607899,4527,0.5483364,True,,,,0.02926784,6
-109,500000,211.318,1024,True,1884429,0.02762646,14096,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,6
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-109,1500000,95.04053,1024,True,1884429,0.02762646,14096,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,6
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 110,500000,246.1496,512,False,1615325,1.8e-06,10276,1.01136087,True,,,,0.98316914,6
 110,1000000,198.53874,512,False,1615325,1.8e-06,10276,1.01136087,True,,,,0.98316914,6
 110,1500000,275.61328,512,False,1615325,1.8e-06,10276,1.01136087,True,,,,0.98316914,6
@@ -8859,16 +8859,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 117,4000000,4468.4727,512,True,663222,3.996e-05,15513,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,6
 117,4500000,4491.9346,512,True,663222,3.996e-05,15513,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,6
 117,5000000,4500.4453,512,True,663222,3.996e-05,15513,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,6
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 119,500000,453.34796,2048,False,108436,9.574e-05,2743,4.40359953,False,,,,,6
 119,1000000,4781.415,2048,False,108436,9.574e-05,2743,4.40359953,False,,,,,6
 119,1500000,3447.3115,2048,False,108436,9.574e-05,2743,4.40359953,False,,,,,6
@@ -9259,16 +9259,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 157,4000000,1138.0201,512,True,963638,3.54e-06,5271,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,6
 157,4500000,4120.3916,512,True,963638,3.54e-06,5271,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,6
 157,5000000,4410.241,512,True,963638,3.54e-06,5271,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,6
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 159,500000,4441.2075,512,False,769177,0.00328878,5785,0.20363426,True,,,,0.7905837,6
 159,1000000,807.4657,512,False,769177,0.00328878,5785,0.20363426,True,,,,0.7905837,6
 159,1500000,4573.631,512,False,769177,0.00328878,5785,0.20363426,True,,,,0.7905837,6
@@ -9419,16 +9419,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 173,4000000,211.5261,1024,False,1409590,0.04116911,10110,5.96579894,False,,,,,6
 173,4500000,211.0723,1024,False,1409590,0.04116911,10110,5.96579894,False,,,,,6
 173,5000000,211.0788,1024,False,1409590,0.04116911,10110,5.96579894,False,,,,,6
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 175,500000,210.57675,1024,True,1686003,0.08241641,7350,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,6
 175,1000000,211.00627,1024,True,1686003,0.08241641,7350,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,6
 175,1500000,210.7066,1024,True,1686003,0.08241641,7350,0.12161278,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
 185,4000000,210.74313,2048,False,1074472,0.07839438,6491,1.59914335,True,,,,0.94438931,6
 185,4500000,210.64307,2048,False,1074472,0.07839438,6491,1.59914335,True,,,,0.94438931,6
 185,5000000,210.51884,2048,False,1074472,0.07839438,6491,1.59914335,True,,,,0.94438931,6
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 187,500000,513.66895,2048,False,230810,9.293e-05,6153,1.36875112,False,,,,,6
 187,1000000,6012.407,2048,False,230810,9.293e-05,6153,1.36875112,False,,,,,6
 187,1500000,5668.9575,2048,False,230810,9.293e-05,6153,1.36875112,False,,,,,6
@@ -9709,36 +9709,36 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 202,4000000,3122.9258,512,False,1924086,1.224e-05,677,1.14920823,False,,,,,6
 202,4500000,4075.026,512,False,1924086,1.224e-05,677,1.14920823,False,,,,,6
 202,5000000,4216.75,512,False,1924086,1.224e-05,677,1.14920823,False,,,,,6
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 206,500000,315.16638,1024,False,567761,2.067e-05,5464,1.39519218,False,,,,,6
 206,1000000,576.6411,1024,False,567761,2.067e-05,5464,1.39519218,False,,,,,6
 206,1500000,1394.8518,1024,False,567761,2.067e-05,5464,1.39519218,False,,,,,6
@@ -10029,16 +10029,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 234,4000000,4337.8896,2048,True,1015775,6.6e-06,5995,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,6
 234,4500000,4214.2383,2048,True,1015775,6.6e-06,5995,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,6
 234,5000000,4217.495,2048,True,1015775,6.6e-06,5995,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,6
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 236,500000,448.65607,512,True,1567895,0.00375545,2391,1.84302524,False,0.7755989,0.1013568,2.68e-06,,6
 236,1000000,614.2218,512,True,1567895,0.00375545,2391,1.84302524,False,0.7755989,0.1013568,2.68e-06,,6
 236,1500000,5202.7686,512,True,1567895,0.00375545,2391,1.84302524,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
 247,4000000,4545.9824,1024,True,978974,0.00025722,7424,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,6
 247,4500000,4075.4036,1024,True,978974,0.00025722,7424,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,6
 247,5000000,4424.639,1024,True,978974,0.00025722,7424,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,6
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+248,5000000,3997.266,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,1e-09,,6
 249,500000,250.6278,1024,True,613248,0.01513868,10587,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,6
 249,1000000,301.7461,1024,True,613248,0.01513868,10587,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,6
 249,1500000,300.9167,1024,True,613248,0.01513868,10587,0.25866998,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
 5,4000000,3931.3394,512,False,507348,0.00021456,4004,0.20794054,True,,,,0.37503792,1
 5,4500000,4497.666,512,False,507348,0.00021456,4004,0.20794054,True,,,,0.37503792,1
 5,5000000,4482.9966,512,False,507348,0.00021456,4004,0.20794054,True,,,,0.37503792,1
-6,500000,370.77985,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,1
-6,1000000,266.04425,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,1
-6,1500000,304.87198,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,1
-6,2000000,444.82428,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,1
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+6,5000000,2963.4583,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,1e-09,,1
 7,500000,510.59943,512,True,238357,3.89e-05,6787,0.13436773,False,0.57093544,0.2727356,4.1e-07,,1
 7,1000000,3601.106,512,True,238357,3.89e-05,6787,0.13436773,False,0.57093544,0.2727356,4.1e-07,,1
 7,1500000,3869.9702,512,True,238357,3.89e-05,6787,0.13436773,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
 54,4000000,4750.3716,512,False,725031,0.00022555,6197,9.10026122,True,,,,0.61117688,1
 54,4500000,4372.7627,512,False,725031,0.00022555,6197,9.10026122,True,,,,0.61117688,1
 54,5000000,4699.969,512,False,725031,0.00022555,6197,9.10026122,True,,,,0.61117688,1
-55,500000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,1
-55,1000000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,1
-55,1500000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,1
-55,2000000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,1
-55,2500000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,1
-55,3000000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,1
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+55,4500000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,1
+55,5000000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,1
 56,500000,212.36531,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,1
 56,1000000,212.16866,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,1
 56,1500000,212.10321,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,1
@@ -10809,16 +10809,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 56,4000000,212.06212,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,1
 56,4500000,211.41214,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,1
 56,5000000,211.43434,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,1
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 58,500000,210.6877,1024,False,1696457,0.04777057,16113,0.63038139,True,,,,0.86344197,1
 58,1000000,210.90494,1024,False,1696457,0.04777057,16113,0.63038139,True,,,,0.86344197,1
 58,1500000,211.5865,1024,False,1696457,0.04777057,16113,0.63038139,True,,,,0.86344197,1
@@ -10979,16 +10979,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 73,4000000,212.26332,1024,False,1418369,0.0591111,5766,6.23857685,False,,,,,1
 73,4500000,211.53125,1024,False,1418369,0.0591111,5766,6.23857685,False,,,,,1
 73,5000000,211.67468,1024,False,1418369,0.0591111,5766,6.23857685,False,,,,,1
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 75,500000,167.45682,2048,True,1716821,0.01033872,2607,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,1
 75,1000000,191.87726,2048,True,1716821,0.01033872,2607,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,1
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@@ -11059,16 +11059,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 81,4000000,5091.2617,1024,True,1136135,0.00127599,8162,5.4147335,False,0.40741367,0.42252484,1.133e-05,,1
 81,4500000,6340.0693,1024,True,1136135,0.00127599,8162,5.4147335,False,0.40741367,0.42252484,1.133e-05,,1
 81,5000000,5631.257,1024,True,1136135,0.00127599,8162,5.4147335,False,0.40741367,0.42252484,1.133e-05,,1
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 83,500000,410.16086,512,False,1133456,6.912e-05,5609,3.2713596,True,,,,0.90215055,1
 83,1000000,645.03564,512,False,1133456,6.912e-05,5609,3.2713596,True,,,,0.90215055,1
 83,1500000,3842.6165,512,False,1133456,6.912e-05,5609,3.2713596,True,,,,0.90215055,1
@@ -11289,16 +11289,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 104,4000000,3908.73,512,True,554040,0.00034018,5733,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,1
 104,4500000,4210.8584,512,True,554040,0.00034018,5733,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,1
 104,5000000,4505.6816,512,True,554040,0.00034018,5733,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,1
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 106,500000,212.6216,1024,True,1597585,0.04142645,4901,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,1
 106,1000000,212.1572,1024,True,1597585,0.04142645,4901,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,1
 106,1500000,212.47498,1024,True,1597585,0.04142645,4901,0.59814742,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
 108,4000000,210.47664,2048,False,1632490,0.03607899,4527,0.5483364,True,,,,0.02926784,1
 108,4500000,210.437,2048,False,1632490,0.03607899,4527,0.5483364,True,,,,0.02926784,1
 108,5000000,210.19943,2048,False,1632490,0.03607899,4527,0.5483364,True,,,,0.02926784,1
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 110,500000,290.21515,512,False,1615325,1.8e-06,10276,1.01136087,True,,,,0.98316914,1
 110,1000000,247.8129,512,False,1615325,1.8e-06,10276,1.01136087,True,,,,0.98316914,1
 110,1500000,254.20226,512,False,1615325,1.8e-06,10276,1.01136087,True,,,,0.98316914,1
@@ -11419,16 +11419,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 117,4000000,4364.3164,512,True,663222,3.996e-05,15513,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,1
 117,4500000,4382.074,512,True,663222,3.996e-05,15513,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,1
 117,5000000,4238.915,512,True,663222,3.996e-05,15513,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,1
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 119,500000,450.30698,2048,False,108436,9.574e-05,2743,4.40359953,False,,,,,1
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 119,1500000,5239.964,2048,False,108436,9.574e-05,2743,4.40359953,False,,,,,1
@@ -11819,16 +11819,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 157,4000000,693.6151,512,True,963638,3.54e-06,5271,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,1
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 159,500000,4101.784,512,False,769177,0.00328878,5785,0.20363426,True,,,,0.7905837,1
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 159,1500000,118.91745,512,False,769177,0.00328878,5785,0.20363426,True,,,,0.7905837,1
@@ -11979,16 +11979,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 173,4000000,211.34787,1024,False,1409590,0.04116911,10110,5.96579894,False,,,,,1
 173,4500000,212.06236,1024,False,1409590,0.04116911,10110,5.96579894,False,,,,,1
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 175,500000,211.72534,1024,True,1686003,0.08241641,7350,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,1
 175,1000000,211.66895,1024,True,1686003,0.08241641,7350,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,1
 175,1500000,211.21869,1024,True,1686003,0.08241641,7350,0.12161278,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
 185,4000000,210.57166,2048,False,1074472,0.07839438,6491,1.59914335,True,,,,0.94438931,1
 185,4500000,210.61043,2048,False,1074472,0.07839438,6491,1.59914335,True,,,,0.94438931,1
 185,5000000,210.83847,2048,False,1074472,0.07839438,6491,1.59914335,True,,,,0.94438931,1
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 187,500000,570.13367,2048,False,230810,9.293e-05,6153,1.36875112,False,,,,,1
 187,1000000,4004.2847,2048,False,230810,9.293e-05,6153,1.36875112,False,,,,,1
 187,1500000,3691.1138,2048,False,230810,9.293e-05,6153,1.36875112,False,,,,,1
@@ -12269,36 +12269,36 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 202,4000000,2070.4941,512,False,1924086,1.224e-05,677,1.14920823,False,,,,,1
 202,4500000,3902.4033,512,False,1924086,1.224e-05,677,1.14920823,False,,,,,1
 202,5000000,4145.4404,512,False,1924086,1.224e-05,677,1.14920823,False,,,,,1
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 206,500000,369.1471,1024,False,567761,2.067e-05,5464,1.39519218,False,,,,,1
 206,1000000,609.3559,1024,False,567761,2.067e-05,5464,1.39519218,False,,,,,1
 206,1500000,1261.7595,1024,False,567761,2.067e-05,5464,1.39519218,False,,,,,1
@@ -12589,16 +12589,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 234,4000000,4324.1543,2048,True,1015775,6.6e-06,5995,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,1
 234,4500000,4478.5127,2048,True,1015775,6.6e-06,5995,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,1
 234,5000000,4343.2236,2048,True,1015775,6.6e-06,5995,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,1
-235,500000,495.90845,2048,True,692161,0.00010059,6732,0.16088162,False,0.10583519,0.89086451,0.0,,1
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 236,500000,452.74878,512,True,1567895,0.00375545,2391,1.84302524,False,0.7755989,0.1013568,2.68e-06,,1
 236,1000000,2736.4585,512,True,1567895,0.00375545,2391,1.84302524,False,0.7755989,0.1013568,2.68e-06,,1
 236,1500000,5394.957,512,True,1567895,0.00375545,2391,1.84302524,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
 247,4000000,1914.3573,1024,True,978974,0.00025722,7424,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,1
 247,4500000,3572.2256,1024,True,978974,0.00025722,7424,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,1
 247,5000000,4601.161,1024,True,978974,0.00025722,7424,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,1
-248,500000,414.73126,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,1
-248,1000000,301.1756,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,1
-248,1500000,434.59686,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,1
-248,2000000,400.93817,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,1
-248,2500000,705.13025,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,1
-248,3000000,836.3124,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,1
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-248,4000000,4862.823,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,1
-248,4500000,4448.838,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,1
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+248,5000000,4085.1152,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,1e-09,,1
 249,500000,252.92117,1024,True,613248,0.01513868,10587,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,1
 249,1000000,55.013184,1024,True,613248,0.01513868,10587,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,1
 249,1500000,,1024,True,613248,0.01513868,10587,0.25866998,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
 5,4000000,3440.358,512,False,507348,0.00021456,4004,0.20794054,True,,,,0.37503792,8
 5,4500000,3603.4016,512,False,507348,0.00021456,4004,0.20794054,True,,,,0.37503792,8
 5,5000000,4494.1777,512,False,507348,0.00021456,4004,0.20794054,True,,,,0.37503792,8
-6,500000,419.00854,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,8
-6,1000000,225.82281,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,8
-6,1500000,433.15698,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,8
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 7,500000,471.60968,512,True,238357,3.89e-05,6787,0.13436773,False,0.57093544,0.2727356,4.1e-07,,8
 7,1000000,2976.5146,512,True,238357,3.89e-05,6787,0.13436773,False,0.57093544,0.2727356,4.1e-07,,8
 7,1500000,4245.823,512,True,238357,3.89e-05,6787,0.13436773,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
 54,4000000,4643.761,512,False,725031,0.00022555,6197,9.10026122,True,,,,0.61117688,8
 54,4500000,4698.8027,512,False,725031,0.00022555,6197,9.10026122,True,,,,0.61117688,8
 54,5000000,4645.666,512,False,725031,0.00022555,6197,9.10026122,True,,,,0.61117688,8
-55,500000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,8
-55,1000000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,8
-55,1500000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,8
-55,2000000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,8
-55,2500000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,8
-55,3000000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,8
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+55,5000000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,8
 56,500000,209.77751,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,8
 56,1000000,209.24583,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,8
 56,1500000,209.6864,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,8
@@ -13369,16 +13369,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 56,4000000,209.49933,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,8
 56,4500000,209.7764,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,8
 56,5000000,209.51102,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,8
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 58,500000,206.97275,1024,False,1696457,0.04777057,16113,0.63038139,True,,,,0.86344197,8
 58,1000000,207.53271,1024,False,1696457,0.04777057,16113,0.63038139,True,,,,0.86344197,8
 58,1500000,207.3038,1024,False,1696457,0.04777057,16113,0.63038139,True,,,,0.86344197,8
@@ -13539,16 +13539,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 73,4000000,208.13104,1024,False,1418369,0.0591111,5766,6.23857685,False,,,,,8
 73,4500000,208.36139,1024,False,1418369,0.0591111,5766,6.23857685,False,,,,,8
 73,5000000,208.10037,1024,False,1418369,0.0591111,5766,6.23857685,False,,,,,8
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 75,500000,365.11008,2048,True,1716821,0.01033872,2607,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,8
 75,1000000,355.76758,2048,True,1716821,0.01033872,2607,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,8
 75,1500000,333.94894,2048,True,1716821,0.01033872,2607,1.62713623,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
 81,4000000,4653.867,1024,True,1136135,0.00127599,8162,5.4147335,False,0.40741367,0.42252484,1.133e-05,,8
 81,4500000,4991.9883,1024,True,1136135,0.00127599,8162,5.4147335,False,0.40741367,0.42252484,1.133e-05,,8
 81,5000000,5099.1504,1024,True,1136135,0.00127599,8162,5.4147335,False,0.40741367,0.42252484,1.133e-05,,8
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 83,500000,469.75262,512,False,1133456,6.912e-05,5609,3.2713596,True,,,,0.90215055,8
 83,1000000,516.88324,512,False,1133456,6.912e-05,5609,3.2713596,True,,,,0.90215055,8
 83,1500000,2942.144,512,False,1133456,6.912e-05,5609,3.2713596,True,,,,0.90215055,8
@@ -13849,16 +13849,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 104,4000000,4482.595,512,True,554040,0.00034018,5733,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,8
 104,4500000,4788.6123,512,True,554040,0.00034018,5733,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,8
 104,5000000,3172.342,512,True,554040,0.00034018,5733,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,8
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 106,500000,206.94891,1024,True,1597585,0.04142645,4901,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,8
 106,1000000,207.89984,1024,True,1597585,0.04142645,4901,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,8
 106,1500000,207.70569,1024,True,1597585,0.04142645,4901,0.59814742,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
 108,4000000,210.32788,2048,False,1632490,0.03607899,4527,0.5483364,True,,,,0.02926784,8
 108,4500000,209.82242,2048,False,1632490,0.03607899,4527,0.5483364,True,,,,0.02926784,8
 108,5000000,210.31183,2048,False,1632490,0.03607899,4527,0.5483364,True,,,,0.02926784,8
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 110,500000,329.50897,512,False,1615325,1.8e-06,10276,1.01136087,True,,,,0.98316914,8
 110,1000000,243.9377,512,False,1615325,1.8e-06,10276,1.01136087,True,,,,0.98316914,8
 110,1500000,333.22723,512,False,1615325,1.8e-06,10276,1.01136087,True,,,,0.98316914,8
@@ -13979,16 +13979,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 117,4000000,4330.141,512,True,663222,3.996e-05,15513,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,8
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 119,500000,496.54388,2048,False,108436,9.574e-05,2743,4.40359953,False,,,,,8
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 119,1500000,4730.701,2048,False,108436,9.574e-05,2743,4.40359953,False,,,,,8
@@ -14379,16 +14379,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 157,4000000,609.4806,512,True,963638,3.54e-06,5271,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,8
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 159,500000,3899.3628,512,False,769177,0.00328878,5785,0.20363426,True,,,,0.7905837,8
 159,1000000,3913.4165,512,False,769177,0.00328878,5785,0.20363426,True,,,,0.7905837,8
 159,1500000,4564.4697,512,False,769177,0.00328878,5785,0.20363426,True,,,,0.7905837,8
@@ -14539,16 +14539,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 173,4000000,208.59317,1024,False,1409590,0.04116911,10110,5.96579894,False,,,,,8
 173,4500000,208.78429,1024,False,1409590,0.04116911,10110,5.96579894,False,,,,,8
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 175,500000,210.66565,1024,True,1686003,0.08241641,7350,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,8
 175,1000000,210.39233,1024,True,1686003,0.08241641,7350,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,8
 175,1500000,210.25288,1024,True,1686003,0.08241641,7350,0.12161278,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
 185,4000000,210.60583,2048,False,1074472,0.07839438,6491,1.59914335,True,,,,0.94438931,8
 185,4500000,209.90341,2048,False,1074472,0.07839438,6491,1.59914335,True,,,,0.94438931,8
 185,5000000,210.36682,2048,False,1074472,0.07839438,6491,1.59914335,True,,,,0.94438931,8
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+186,4500000,530.6582,2048,True,1538235,2.61e-06,15971,0.12547885,False,0.26032534,0.76024587,1e-09,,8
+186,5000000,899.3083,2048,True,1538235,2.61e-06,15971,0.12547885,False,0.26032534,0.76024587,1e-09,,8
 187,500000,464.59674,2048,False,230810,9.293e-05,6153,1.36875112,False,,,,,8
 187,1000000,4733.936,2048,False,230810,9.293e-05,6153,1.36875112,False,,,,,8
 187,1500000,3286.072,2048,False,230810,9.293e-05,6153,1.36875112,False,,,,,8
@@ -14829,36 +14829,36 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 202,4000000,3564.6692,512,False,1924086,1.224e-05,677,1.14920823,False,,,,,8
 202,4500000,4167.621,512,False,1924086,1.224e-05,677,1.14920823,False,,,,,8
 202,5000000,4162.8237,512,False,1924086,1.224e-05,677,1.14920823,False,,,,,8
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-203,1500000,,2048,True,263122,1.746e-05,4535,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,8
-203,2000000,,2048,True,263122,1.746e-05,4535,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,8
-203,2500000,,2048,True,263122,1.746e-05,4535,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,8
-203,3000000,,2048,True,263122,1.746e-05,4535,0.17664175,True,0.9168904,0.67209472,0.0,0.01543987,8
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+205,5000000,1297.8523,2048,True,1687341,0.00303123,6002,1.14379591,False,0.71691325,0.52139038,1e-09,,8
 206,500000,334.72968,1024,False,567761,2.067e-05,5464,1.39519218,False,,,,,8
 206,1000000,511.3308,1024,False,567761,2.067e-05,5464,1.39519218,False,,,,,8
 206,1500000,1099.7913,1024,False,567761,2.067e-05,5464,1.39519218,False,,,,,8
@@ -15149,16 +15149,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 234,4000000,59.131138,2048,True,1015775,6.6e-06,5995,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,8
 234,4500000,151.27844,2048,True,1015775,6.6e-06,5995,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,8
 234,5000000,219.86731,2048,True,1015775,6.6e-06,5995,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,8
-235,500000,370.78436,2048,True,692161,0.00010059,6732,0.16088162,False,0.10583519,0.89086451,0.0,,8
-235,1000000,3773.8745,2048,True,692161,0.00010059,6732,0.16088162,False,0.10583519,0.89086451,0.0,,8
-235,1500000,4344.7256,2048,True,692161,0.00010059,6732,0.16088162,False,0.10583519,0.89086451,0.0,,8
-235,2000000,3041.4163,2048,True,692161,0.00010059,6732,0.16088162,False,0.10583519,0.89086451,0.0,,8
-235,2500000,3107.9712,2048,True,692161,0.00010059,6732,0.16088162,False,0.10583519,0.89086451,0.0,,8
-235,3000000,4733.75,2048,True,692161,0.00010059,6732,0.16088162,False,0.10583519,0.89086451,0.0,,8
-235,3500000,3243.8599,2048,True,692161,0.00010059,6732,0.16088162,False,0.10583519,0.89086451,0.0,,8
-235,4000000,4186.2383,2048,True,692161,0.00010059,6732,0.16088162,False,0.10583519,0.89086451,0.0,,8
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+235,5000000,1478.6265,2048,True,692161,0.00010059,6732,0.16088162,False,0.10583519,0.89086451,1e-09,,8
 236,500000,363.96408,512,True,1567895,0.00375545,2391,1.84302524,False,0.7755989,0.1013568,2.68e-06,,8
 236,1000000,4162.7803,512,True,1567895,0.00375545,2391,1.84302524,False,0.7755989,0.1013568,2.68e-06,,8
 236,1500000,5199.1836,512,True,1567895,0.00375545,2391,1.84302524,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
 247,4000000,4064.214,1024,True,978974,0.00025722,7424,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,8
 247,4500000,4188.275,1024,True,978974,0.00025722,7424,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,8
 247,5000000,4376.885,1024,True,978974,0.00025722,7424,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,8
-248,500000,335.78876,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,8
-248,1000000,288.68143,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,8
-248,1500000,513.64264,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,8
-248,2000000,503.50494,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,8
-248,2500000,676.16187,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,8
-248,3000000,2225.0127,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,8
-248,3500000,4924.216,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,8
-248,4000000,4830.306,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,8
-248,4500000,4892.5566,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,8
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+248,4000000,4830.306,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,1e-09,,8
+248,4500000,4892.5566,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,1e-09,,8
+248,5000000,4459.6514,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,1e-09,,8
 249,500000,64.444885,1024,True,613248,0.01513868,10587,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,8
 249,1000000,62.665497,1024,True,613248,0.01513868,10587,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,8
 249,1500000,67.03943,1024,True,613248,0.01513868,10587,0.25866998,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
 5,4000000,3398.3809,512,False,507348,0.00021456,4004,0.20794054,True,,,,0.37503792,4
 5,4500000,4716.3965,512,False,507348,0.00021456,4004,0.20794054,True,,,,0.37503792,4
 5,5000000,2621.5903,512,False,507348,0.00021456,4004,0.20794054,True,,,,0.37503792,4
-6,500000,257.1101,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,4
-6,1000000,352.40036,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,4
-6,1500000,407.56293,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,4
-6,2000000,387.4678,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,4
-6,2500000,565.0095,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,4
-6,3000000,564.09534,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,4
-6,3500000,581.348,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,4
-6,4000000,723.07666,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,4
-6,4500000,835.06525,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,4
-6,5000000,1445.3448,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,4
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+6,2000000,387.4678,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,1e-09,,4
+6,2500000,565.0095,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,1e-09,,4
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+6,3500000,581.348,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,1e-09,,4
+6,4000000,723.07666,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,1e-09,,4
+6,4500000,835.06525,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,1e-09,,4
+6,5000000,1445.3448,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,1e-09,,4
 7,500000,437.3928,512,True,238357,3.89e-05,6787,0.13436773,False,0.57093544,0.2727356,4.1e-07,,4
 7,1000000,4367.683,512,True,238357,3.89e-05,6787,0.13436773,False,0.57093544,0.2727356,4.1e-07,,4
 7,1500000,4321.482,512,True,238357,3.89e-05,6787,0.13436773,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
 54,4000000,4783.6196,512,False,725031,0.00022555,6197,9.10026122,True,,,,0.61117688,4
 54,4500000,4632.4443,512,False,725031,0.00022555,6197,9.10026122,True,,,,0.61117688,4
 54,5000000,4852.2773,512,False,725031,0.00022555,6197,9.10026122,True,,,,0.61117688,4
-55,500000,393.9165,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,4
-55,1000000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,4
-55,1500000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,4
-55,2000000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,4
-55,2500000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,4
-55,3000000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,4
-55,3500000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,4
-55,4000000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,4
-55,4500000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,4
-55,5000000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,4
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+55,1000000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,4
+55,1500000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,4
+55,2000000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,4
+55,2500000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,4
+55,3000000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,4
+55,3500000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,4
+55,4000000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,4
+55,4500000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,4
+55,5000000,,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,4
 56,500000,213.48166,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,4
 56,1000000,213.61295,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,4
 56,1500000,213.01476,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,4
@@ -15929,16 +15929,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 56,4000000,213.12512,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,4
 56,4500000,213.16458,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,4
 56,5000000,213.10764,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,4
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-57,1000000,370.72894,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,0.0,,4
-57,1500000,276.40305,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,0.0,,4
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-57,2500000,331.70337,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,0.0,,4
-57,3000000,529.16327,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,0.0,,4
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+57,3000000,529.16327,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,1e-09,,4
+57,3500000,461.07086,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,1e-09,,4
+57,4000000,677.5432,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,1e-09,,4
+57,4500000,1197.1084,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,1e-09,,4
+57,5000000,2929.954,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,1e-09,,4
 58,500000,206.38867,1024,False,1696457,0.04777057,16113,0.63038139,True,,,,0.86344197,4
 58,1000000,206.69766,1024,False,1696457,0.04777057,16113,0.63038139,True,,,,0.86344197,4
 58,1500000,206.48183,1024,False,1696457,0.04777057,16113,0.63038139,True,,,,0.86344197,4
@@ -16099,16 +16099,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 73,4000000,208.555,1024,False,1418369,0.0591111,5766,6.23857685,False,,,,,4
 73,4500000,208.4498,1024,False,1418369,0.0591111,5766,6.23857685,False,,,,,4
 73,5000000,208.75337,1024,False,1418369,0.0591111,5766,6.23857685,False,,,,,4
-74,500000,720.2276,512,True,366903,0.00010355,12210,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,4
-74,1000000,3130.1533,512,True,366903,0.00010355,12210,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,4
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+74,5000000,4485.0044,512,True,366903,0.00010355,12210,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,4
 75,500000,376.1496,2048,True,1716821,0.01033872,2607,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,4
 75,1000000,379.44775,2048,True,1716821,0.01033872,2607,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,4
 75,1500000,393.9694,2048,True,1716821,0.01033872,2607,1.62713623,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
 81,4000000,315.91647,1024,True,1136135,0.00127599,8162,5.4147335,False,0.40741367,0.42252484,1.133e-05,,4
 81,4500000,4420.5537,1024,True,1136135,0.00127599,8162,5.4147335,False,0.40741367,0.42252484,1.133e-05,,4
 81,5000000,5292.729,1024,True,1136135,0.00127599,8162,5.4147335,False,0.40741367,0.42252484,1.133e-05,,4
-82,500000,213.20415,512,True,1752181,0.03915004,1968,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,4
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 83,500000,478.1737,512,False,1133456,6.912e-05,5609,3.2713596,True,,,,0.90215055,4
 83,1000000,1380.4951,512,False,1133456,6.912e-05,5609,3.2713596,True,,,,0.90215055,4
 83,1500000,4478.397,512,False,1133456,6.912e-05,5609,3.2713596,True,,,,0.90215055,4
@@ -16409,16 +16409,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 104,4000000,3653.0522,512,True,554040,0.00034018,5733,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,4
 104,4500000,2290.6006,512,True,554040,0.00034018,5733,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,4
 104,5000000,2206.3743,512,True,554040,0.00034018,5733,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,4
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 106,500000,210.51706,1024,True,1597585,0.04142645,4901,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,4
 106,1000000,210.5875,1024,True,1597585,0.04142645,4901,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,4
 106,1500000,210.67252,1024,True,1597585,0.04142645,4901,0.59814742,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
 108,4000000,212.94182,2048,False,1632490,0.03607899,4527,0.5483364,True,,,,0.02926784,4
 108,4500000,213.27184,2048,False,1632490,0.03607899,4527,0.5483364,True,,,,0.02926784,4
 108,5000000,213.2308,2048,False,1632490,0.03607899,4527,0.5483364,True,,,,0.02926784,4
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 110,500000,284.92096,512,False,1615325,1.8e-06,10276,1.01136087,True,,,,0.98316914,4
 110,1000000,213.73022,512,False,1615325,1.8e-06,10276,1.01136087,True,,,,0.98316914,4
 110,1500000,328.54758,512,False,1615325,1.8e-06,10276,1.01136087,True,,,,0.98316914,4
@@ -16539,16 +16539,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 117,4000000,4352.745,512,True,663222,3.996e-05,15513,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,4
 117,4500000,4396.3115,512,True,663222,3.996e-05,15513,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,4
 117,5000000,4377.0146,512,True,663222,3.996e-05,15513,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,4
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 119,500000,453.50836,2048,False,108436,9.574e-05,2743,4.40359953,False,,,,,4
 119,1000000,1967.7747,2048,False,108436,9.574e-05,2743,4.40359953,False,,,,,4
 119,1500000,2872.7935,2048,False,108436,9.574e-05,2743,4.40359953,False,,,,,4
@@ -16939,16 +16939,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 157,4000000,735.1426,512,True,963638,3.54e-06,5271,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,4
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 159,500000,4761.5527,512,False,769177,0.00328878,5785,0.20363426,True,,,,0.7905837,4
 159,1000000,762.53156,512,False,769177,0.00328878,5785,0.20363426,True,,,,0.7905837,4
 159,1500000,527.0211,512,False,769177,0.00328878,5785,0.20363426,True,,,,0.7905837,4
@@ -17099,16 +17099,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 173,4000000,207.63663,1024,False,1409590,0.04116911,10110,5.96579894,False,,,,,4
 173,4500000,208.24968,1024,False,1409590,0.04116911,10110,5.96579894,False,,,,,4
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 175,500000,207.03018,1024,True,1686003,0.08241641,7350,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,4
 175,1000000,207.11945,1024,True,1686003,0.08241641,7350,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,4
 175,1500000,207.26215,1024,True,1686003,0.08241641,7350,0.12161278,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
 185,4000000,211.93024,2048,False,1074472,0.07839438,6491,1.59914335,True,,,,0.94438931,4
 185,4500000,212.32642,2048,False,1074472,0.07839438,6491,1.59914335,True,,,,0.94438931,4
 185,5000000,212.17442,2048,False,1074472,0.07839438,6491,1.59914335,True,,,,0.94438931,4
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 187,500000,521.81696,2048,False,230810,9.293e-05,6153,1.36875112,False,,,,,4
 187,1000000,4600.7314,2048,False,230810,9.293e-05,6153,1.36875112,False,,,,,4
 187,1500000,5583.818,2048,False,230810,9.293e-05,6153,1.36875112,False,,,,,4
@@ -17389,36 +17389,36 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 202,4000000,2818.8687,512,False,1924086,1.224e-05,677,1.14920823,False,,,,,4
 202,4500000,4389.2617,512,False,1924086,1.224e-05,677,1.14920823,False,,,,,4
 202,5000000,4461.4326,512,False,1924086,1.224e-05,677,1.14920823,False,,,,,4
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 206,500000,289.92255,1024,False,567761,2.067e-05,5464,1.39519218,False,,,,,4
 206,1000000,538.62524,1024,False,567761,2.067e-05,5464,1.39519218,False,,,,,4
 206,1500000,960.7263,1024,False,567761,2.067e-05,5464,1.39519218,False,,,,,4
@@ -17709,16 +17709,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 234,4000000,4551.8047,2048,True,1015775,6.6e-06,5995,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,4
 234,4500000,4365.468,2048,True,1015775,6.6e-06,5995,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,4
 234,5000000,4542.7656,2048,True,1015775,6.6e-06,5995,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,4
-235,500000,399.02838,2048,True,692161,0.00010059,6732,0.16088162,False,0.10583519,0.89086451,0.0,,4
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-235,1500000,4330.686,2048,True,692161,0.00010059,6732,0.16088162,False,0.10583519,0.89086451,0.0,,4
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 236,500000,656.024,512,True,1567895,0.00375545,2391,1.84302524,False,0.7755989,0.1013568,2.68e-06,,4
 236,1000000,1917.645,512,True,1567895,0.00375545,2391,1.84302524,False,0.7755989,0.1013568,2.68e-06,,4
 236,1500000,5768.988,512,True,1567895,0.00375545,2391,1.84302524,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
 247,4000000,1265.8081,1024,True,978974,0.00025722,7424,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,4
 247,4500000,3568.8462,1024,True,978974,0.00025722,7424,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,4
 247,5000000,1036.6774,1024,True,978974,0.00025722,7424,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,4
-248,500000,416.46576,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,4
-248,1000000,406.99344,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,4
-248,1500000,410.07675,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,4
-248,2000000,488.229,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,4
-248,2500000,1856.065,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,4
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-248,3500000,4933.0254,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,4
-248,4000000,4916.649,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,4
-248,4500000,4914.9873,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,4
-248,5000000,4826.632,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,4
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+248,3500000,4933.0254,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,1e-09,,4
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+248,4500000,4914.9873,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,1e-09,,4
+248,5000000,4826.632,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,1e-09,,4
 249,500000,229.252,1024,True,613248,0.01513868,10587,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,4
 249,1000000,,1024,True,613248,0.01513868,10587,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,4
 249,1500000,,1024,True,613248,0.01513868,10587,0.25866998,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
 5,4000000,4533.341,512,False,507348,0.00021456,4004,0.20794054,True,,,,0.37503792,3
 5,4500000,4709.1763,512,False,507348,0.00021456,4004,0.20794054,True,,,,0.37503792,3
 5,5000000,3401.2036,512,False,507348,0.00021456,4004,0.20794054,True,,,,0.37503792,3
-6,500000,368.50565,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,3
-6,1000000,205.37419,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,3
-6,1500000,349.5107,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,3
-6,2000000,444.5108,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,3
-6,2500000,572.15576,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,3
-6,3000000,571.80286,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,3
-6,3500000,790.98425,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,3
-6,4000000,1206.6277,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,3
-6,4500000,2042.8306,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,3
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+6,4000000,1206.6277,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,1e-09,,3
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+6,5000000,3641.6821,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,1e-09,,3
 7,500000,443.3836,512,True,238357,3.89e-05,6787,0.13436773,False,0.57093544,0.2727356,4.1e-07,,3
 7,1000000,4261.578,512,True,238357,3.89e-05,6787,0.13436773,False,0.57093544,0.2727356,4.1e-07,,3
 7,1500000,4004.5454,512,True,238357,3.89e-05,6787,0.13436773,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
 54,4000000,4624.767,512,False,725031,0.00022555,6197,9.10026122,True,,,,0.61117688,3
 54,4500000,4556.5186,512,False,725031,0.00022555,6197,9.10026122,True,,,,0.61117688,3
 54,5000000,3100.7065,512,False,725031,0.00022555,6197,9.10026122,True,,,,0.61117688,3
-55,500000,357.02423,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,3
-55,1000000,327.17218,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,3
-55,1500000,421.67355,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,3
-55,2000000,438.1699,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,3
-55,2500000,452.80963,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,3
-55,3000000,495.1149,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,3
-55,3500000,580.5355,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,3
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-55,4500000,843.927,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,3
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+55,3500000,580.5355,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,3
+55,4000000,677.0857,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,3
+55,4500000,843.927,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,3
+55,5000000,835.1958,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,3
 56,500000,207.42601,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,3
 56,1000000,207.67924,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,3
 56,1500000,207.53822,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,3
@@ -18489,16 +18489,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 56,4000000,207.97061,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,3
 56,4500000,208.20589,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,3
 56,5000000,207.9783,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,3
-57,500000,205.01256,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,0.0,,3
-57,1000000,339.1714,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,0.0,,3
-57,1500000,439.54175,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,0.0,,3
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-57,2500000,490.23303,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,0.0,,3
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+57,3500000,601.7743,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,1e-09,,3
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+57,5000000,2238.5571,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,1e-09,,3
 58,500000,212.62852,1024,False,1696457,0.04777057,16113,0.63038139,True,,,,0.86344197,3
 58,1000000,212.51521,1024,False,1696457,0.04777057,16113,0.63038139,True,,,,0.86344197,3
 58,1500000,212.37299,1024,False,1696457,0.04777057,16113,0.63038139,True,,,,0.86344197,3
@@ -18659,16 +18659,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 73,4000000,210.2037,1024,False,1418369,0.0591111,5766,6.23857685,False,,,,,3
 73,4500000,209.88828,1024,False,1418369,0.0591111,5766,6.23857685,False,,,,,3
 73,5000000,210.20688,1024,False,1418369,0.0591111,5766,6.23857685,False,,,,,3
-74,500000,1790.0848,512,True,366903,0.00010355,12210,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,3
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 75,500000,2495.7568,2048,True,1716821,0.01033872,2607,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,3
 75,1000000,4680.8555,2048,True,1716821,0.01033872,2607,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,3
 75,1500000,4222.286,2048,True,1716821,0.01033872,2607,1.62713623,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
 81,4000000,913.1372,1024,True,1136135,0.00127599,8162,5.4147335,False,0.40741367,0.42252484,1.133e-05,,3
 81,4500000,303.73132,1024,True,1136135,0.00127599,8162,5.4147335,False,0.40741367,0.42252484,1.133e-05,,3
 81,5000000,5506.969,1024,True,1136135,0.00127599,8162,5.4147335,False,0.40741367,0.42252484,1.133e-05,,3
-82,500000,207.56418,512,True,1752181,0.03915004,1968,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,3
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 83,500000,476.83188,512,False,1133456,6.912e-05,5609,3.2713596,True,,,,0.90215055,3
 83,1000000,1541.3916,512,False,1133456,6.912e-05,5609,3.2713596,True,,,,0.90215055,3
 83,1500000,3737.1309,512,False,1133456,6.912e-05,5609,3.2713596,True,,,,0.90215055,3
@@ -18969,16 +18969,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 104,4000000,4430.158,512,True,554040,0.00034018,5733,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,3
 104,4500000,3274.2197,512,True,554040,0.00034018,5733,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,3
 104,5000000,4486.1123,512,True,554040,0.00034018,5733,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,3
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 106,500000,212.77779,1024,True,1597585,0.04142645,4901,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,3
 106,1000000,212.40808,1024,True,1597585,0.04142645,4901,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,3
 106,1500000,212.35948,1024,True,1597585,0.04142645,4901,0.59814742,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
 108,4000000,207.9631,2048,False,1632490,0.03607899,4527,0.5483364,True,,,,0.02926784,3
 108,4500000,208.01042,2048,False,1632490,0.03607899,4527,0.5483364,True,,,,0.02926784,3
 108,5000000,207.9321,2048,False,1632490,0.03607899,4527,0.5483364,True,,,,0.02926784,3
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 110,500000,288.39966,512,False,1615325,1.8e-06,10276,1.01136087,True,,,,0.98316914,3
 110,1000000,252.70032,512,False,1615325,1.8e-06,10276,1.01136087,True,,,,0.98316914,3
 110,1500000,349.81647,512,False,1615325,1.8e-06,10276,1.01136087,True,,,,0.98316914,3
@@ -19099,16 +19099,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 117,4000000,4522.3813,512,True,663222,3.996e-05,15513,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,3
 117,4500000,4494.8203,512,True,663222,3.996e-05,15513,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,3
 117,5000000,4537.249,512,True,663222,3.996e-05,15513,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,3
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 119,500000,486.67343,2048,False,108436,9.574e-05,2743,4.40359953,False,,,,,3
 119,1000000,3085.4575,2048,False,108436,9.574e-05,2743,4.40359953,False,,,,,3
 119,1500000,4101.3237,2048,False,108436,9.574e-05,2743,4.40359953,False,,,,,3
@@ -19499,16 +19499,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 157,4000000,1450.6111,512,True,963638,3.54e-06,5271,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,3
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 157,5000000,4185.134,512,True,963638,3.54e-06,5271,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,3
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 159,500000,1717.2458,512,False,769177,0.00328878,5785,0.20363426,True,,,,0.7905837,3
 159,1000000,967.99054,512,False,769177,0.00328878,5785,0.20363426,True,,,,0.7905837,3
 159,1500000,1406.0547,512,False,769177,0.00328878,5785,0.20363426,True,,,,0.7905837,3
@@ -19659,16 +19659,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 173,4000000,211.51086,1024,False,1409590,0.04116911,10110,5.96579894,False,,,,,3
 173,4500000,211.09692,1024,False,1409590,0.04116911,10110,5.96579894,False,,,,,3
 173,5000000,211.52829,1024,False,1409590,0.04116911,10110,5.96579894,False,,,,,3
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 175,500000,207.21593,1024,True,1686003,0.08241641,7350,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,3
 175,1000000,207.72453,1024,True,1686003,0.08241641,7350,0.12161278,True,0.38783721,0.88666741,1e-08,0.82575019,3
 175,1500000,207.90427,1024,True,1686003,0.08241641,7350,0.12161278,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
 185,4000000,209.45584,2048,False,1074472,0.07839438,6491,1.59914335,True,,,,0.94438931,3
 185,4500000,209.4968,2048,False,1074472,0.07839438,6491,1.59914335,True,,,,0.94438931,3
 185,5000000,209.37509,2048,False,1074472,0.07839438,6491,1.59914335,True,,,,0.94438931,3
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 187,500000,624.4562,2048,False,230810,9.293e-05,6153,1.36875112,False,,,,,3
 187,1000000,4592.133,2048,False,230810,9.293e-05,6153,1.36875112,False,,,,,3
 187,1500000,5137.4507,2048,False,230810,9.293e-05,6153,1.36875112,False,,,,,3
@@ -19949,36 +19949,36 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 202,4000000,2958.5938,512,False,1924086,1.224e-05,677,1.14920823,False,,,,,3
 202,4500000,4165.415,512,False,1924086,1.224e-05,677,1.14920823,False,,,,,3
 202,5000000,4659.254,512,False,1924086,1.224e-05,677,1.14920823,False,,,,,3
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 206,500000,329.24884,1024,False,567761,2.067e-05,5464,1.39519218,False,,,,,3
 206,1000000,358.80365,1024,False,567761,2.067e-05,5464,1.39519218,False,,,,,3
 206,1500000,1176.9879,1024,False,567761,2.067e-05,5464,1.39519218,False,,,,,3
@@ -20269,16 +20269,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 234,4000000,3237.9272,2048,True,1015775,6.6e-06,5995,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,3
 234,4500000,3614.0098,2048,True,1015775,6.6e-06,5995,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,3
 234,5000000,4219.38,2048,True,1015775,6.6e-06,5995,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,3
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 236,500000,579.6548,512,True,1567895,0.00375545,2391,1.84302524,False,0.7755989,0.1013568,2.68e-06,,3
 236,1000000,3874.2974,512,True,1567895,0.00375545,2391,1.84302524,False,0.7755989,0.1013568,2.68e-06,,3
 236,1500000,5439.588,512,True,1567895,0.00375545,2391,1.84302524,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
 247,4000000,4059.0718,1024,True,978974,0.00025722,7424,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,3
 247,4500000,3527.024,1024,True,978974,0.00025722,7424,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,3
 247,5000000,4123.266,1024,True,978974,0.00025722,7424,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,3
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+248,5000000,3818.5688,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,1e-09,,3
 249,500000,252.13199,1024,True,613248,0.01513868,10587,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,3
 249,1000000,260.7638,1024,True,613248,0.01513868,10587,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,3
 249,1500000,283.243,1024,True,613248,0.01513868,10587,0.25866998,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
 5,4000000,4570.1997,512,False,507348,0.00021456,4004,0.20794054,True,,,,0.37503792,2
 5,4500000,3516.3896,512,False,507348,0.00021456,4004,0.20794054,True,,,,0.37503792,2
 5,5000000,2772.1948,512,False,507348,0.00021456,4004,0.20794054,True,,,,0.37503792,2
-6,500000,316.8875,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,2
-6,1000000,337.82916,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,2
-6,1500000,417.59668,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,2
-6,2000000,502.5647,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,2
-6,2500000,438.2476,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,2
-6,3000000,418.18396,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,2
-6,3500000,757.957,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,2
-6,4000000,846.6726,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,2
-6,4500000,1670.3811,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,2
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+6,5000000,4089.9678,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,1e-09,,2
 7,500000,427.51996,512,True,238357,3.89e-05,6787,0.13436773,False,0.57093544,0.2727356,4.1e-07,,2
 7,1000000,2253.417,512,True,238357,3.89e-05,6787,0.13436773,False,0.57093544,0.2727356,4.1e-07,,2
 7,1500000,4471.1113,512,True,238357,3.89e-05,6787,0.13436773,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
 54,4000000,4449.92,512,False,725031,0.00022555,6197,9.10026122,True,,,,0.61117688,2
 54,4500000,4661.7466,512,False,725031,0.00022555,6197,9.10026122,True,,,,0.61117688,2
 54,5000000,2949.7026,512,False,725031,0.00022555,6197,9.10026122,True,,,,0.61117688,2
-55,500000,328.2832,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,2
-55,1000000,412.34033,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,2
-55,1500000,482.59512,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,2
-55,2000000,554.99677,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,2
-55,2500000,567.16705,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,2
-55,3000000,548.5794,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,2
-55,3500000,610.1096,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,2
-55,4000000,951.9089,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,2
-55,4500000,1035.1057,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,2
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+55,4000000,951.9089,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,2
+55,4500000,1035.1057,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,2
+55,5000000,1052.8896,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,2
 56,500000,213.6342,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,2
 56,1000000,214.0925,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,2
 56,1500000,213.82915,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,2
@@ -21049,16 +21049,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 56,4000000,214.14606,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,2
 56,4500000,212.98851,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,2
 56,5000000,213.28699,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,2
-57,500000,324.4082,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,0.0,,2
-57,1000000,334.94766,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,0.0,,2
-57,1500000,568.02783,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,0.0,,2
-57,2000000,443.6158,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,0.0,,2
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+57,5000000,2535.5188,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,1e-09,,2
 58,500000,211.7863,1024,False,1696457,0.04777057,16113,0.63038139,True,,,,0.86344197,2
 58,1000000,211.86461,1024,False,1696457,0.04777057,16113,0.63038139,True,,,,0.86344197,2
 58,1500000,211.59991,1024,False,1696457,0.04777057,16113,0.63038139,True,,,,0.86344197,2
@@ -21219,16 +21219,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 73,4000000,212.04425,1024,False,1418369,0.0591111,5766,6.23857685,False,,,,,2
 73,4500000,211.19662,1024,False,1418369,0.0591111,5766,6.23857685,False,,,,,2
 73,5000000,211.60135,1024,False,1418369,0.0591111,5766,6.23857685,False,,,,,2
-74,500000,852.09656,512,True,366903,0.00010355,12210,1.13191782,True,0.01054051,0.43114771,0.0,0.21617072,2
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+74,5000000,4342.501,512,True,366903,0.00010355,12210,1.13191782,True,0.01054051,0.43114771,1e-09,0.21617072,2
 75,500000,248.11218,2048,True,1716821,0.01033872,2607,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,2
 75,1000000,3157.5903,2048,True,1716821,0.01033872,2607,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,2
 75,1500000,528.27325,2048,True,1716821,0.01033872,2607,1.62713623,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
 81,4000000,7183.719,1024,True,1136135,0.00127599,8162,5.4147335,False,0.40741367,0.42252484,1.133e-05,,2
 81,4500000,6504.1396,1024,True,1136135,0.00127599,8162,5.4147335,False,0.40741367,0.42252484,1.133e-05,,2
 81,5000000,3379.5776,1024,True,1136135,0.00127599,8162,5.4147335,False,0.40741367,0.42252484,1.133e-05,,2
-82,500000,213.70847,512,True,1752181,0.03915004,1968,0.46660295,True,0.12473948,0.90086808,0.0,0.98068081,2
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 83,500000,427.18695,512,False,1133456,6.912e-05,5609,3.2713596,True,,,,0.90215055,2
 83,1000000,570.2677,512,False,1133456,6.912e-05,5609,3.2713596,True,,,,0.90215055,2
 83,1500000,1183.3079,512,False,1133456,6.912e-05,5609,3.2713596,True,,,,0.90215055,2
@@ -21529,16 +21529,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 104,4000000,2491.1255,512,True,554040,0.00034018,5733,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,2
 104,4500000,4545.7354,512,True,554040,0.00034018,5733,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,2
 104,5000000,4691.8535,512,True,554040,0.00034018,5733,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,2
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 106,500000,211.30951,1024,True,1597585,0.04142645,4901,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,2
 106,1000000,211.18042,1024,True,1597585,0.04142645,4901,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,2
 106,1500000,211.51892,1024,True,1597585,0.04142645,4901,0.59814742,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
 108,4000000,208.86555,2048,False,1632490,0.03607899,4527,0.5483364,True,,,,0.02926784,2
 108,4500000,209.31027,2048,False,1632490,0.03607899,4527,0.5483364,True,,,,0.02926784,2
 108,5000000,209.2506,2048,False,1632490,0.03607899,4527,0.5483364,True,,,,0.02926784,2
-109,500000,216.04535,1024,True,1884429,0.02762646,14096,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,2
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 110,500000,244.73361,512,False,1615325,1.8e-06,10276,1.01136087,True,,,,0.98316914,2
 110,1000000,272.55017,512,False,1615325,1.8e-06,10276,1.01136087,True,,,,0.98316914,2
 110,1500000,354.8681,512,False,1615325,1.8e-06,10276,1.01136087,True,,,,0.98316914,2
@@ -21659,16 +21659,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 117,4000000,4294.1167,512,True,663222,3.996e-05,15513,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,2
 117,4500000,4161.0596,512,True,663222,3.996e-05,15513,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,2
 117,5000000,4300.681,512,True,663222,3.996e-05,15513,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,2
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 119,500000,499.4512,2048,False,108436,9.574e-05,2743,4.40359953,False,,,,,2
 119,1000000,1671.0642,2048,False,108436,9.574e-05,2743,4.40359953,False,,,,,2
 119,1500000,3050.588,2048,False,108436,9.574e-05,2743,4.40359953,False,,,,,2
@@ -22059,16 +22059,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 157,4000000,1761.0669,512,True,963638,3.54e-06,5271,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,2
 157,4500000,4385.9297,512,True,963638,3.54e-06,5271,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,2
 157,5000000,4566.0127,512,True,963638,3.54e-06,5271,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,2
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 159,500000,834.84766,512,False,769177,0.00328878,5785,0.20363426,True,,,,0.7905837,2
 159,1000000,1264.4575,512,False,769177,0.00328878,5785,0.20363426,True,,,,0.7905837,2
 159,1500000,2158.3452,512,False,769177,0.00328878,5785,0.20363426,True,,,,0.7905837,2
@@ -22219,16 +22219,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 173,4000000,210.99316,1024,False,1409590,0.04116911,10110,5.96579894,False,,,,,2
 173,4500000,211.86385,1024,False,1409590,0.04116911,10110,5.96579894,False,,,,,2
 173,5000000,211.45697,1024,False,1409590,0.04116911,10110,5.96579894,False,,,,,2
-174,500000,2848.2095,1024,True,1157652,0.00261823,4403,0.18177127,True,0.57999532,0.19426886,0.0,0.92847555,2
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 185,4000000,206.79076,2048,False,1074472,0.07839438,6491,1.59914335,True,,,,0.94438931,2
 185,4500000,207.02411,2048,False,1074472,0.07839438,6491,1.59914335,True,,,,0.94438931,2
 185,5000000,207.49518,2048,False,1074472,0.07839438,6491,1.59914335,True,,,,0.94438931,2
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 187,500000,546.84656,2048,False,230810,9.293e-05,6153,1.36875112,False,,,,,2
 187,1000000,5049.92,2048,False,230810,9.293e-05,6153,1.36875112,False,,,,,2
 187,1500000,4430.171,2048,False,230810,9.293e-05,6153,1.36875112,False,,,,,2
@@ -22509,36 +22509,36 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 202,4000000,3390.6655,512,False,1924086,1.224e-05,677,1.14920823,False,,,,,2
 202,4500000,4388.774,512,False,1924086,1.224e-05,677,1.14920823,False,,,,,2
 202,5000000,4543.742,512,False,1924086,1.224e-05,677,1.14920823,False,,,,,2
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 206,500000,312.19873,1024,False,567761,2.067e-05,5464,1.39519218,False,,,,,2
 206,1000000,547.1056,1024,False,567761,2.067e-05,5464,1.39519218,False,,,,,2
 206,1500000,1349.4725,1024,False,567761,2.067e-05,5464,1.39519218,False,,,,,2
@@ -22829,16 +22829,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 234,4000000,3673.2646,2048,True,1015775,6.6e-06,5995,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,2
 234,4500000,4237.329,2048,True,1015775,6.6e-06,5995,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,2
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 236,500000,396.0932,512,True,1567895,0.00375545,2391,1.84302524,False,0.7755989,0.1013568,2.68e-06,,2
 236,1000000,4385.019,512,True,1567895,0.00375545,2391,1.84302524,False,0.7755989,0.1013568,2.68e-06,,2
 236,1500000,7311.3535,512,True,1567895,0.00375545,2391,1.84302524,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
 247,4000000,4732.972,1024,True,978974,0.00025722,7424,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,2
 247,4500000,4012.9377,1024,True,978974,0.00025722,7424,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,2
 247,5000000,4024.8315,1024,True,978974,0.00025722,7424,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,2
-248,500000,440.38513,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,2
-248,1000000,346.05597,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,2
-248,1500000,311.39462,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,2
-248,2000000,511.91223,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,2
-248,2500000,873.8698,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,2
-248,3000000,4001.939,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,2
-248,3500000,4833.664,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,2
-248,4000000,4882.585,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,2
-248,4500000,4776.5283,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,2
-248,5000000,4506.6553,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,2
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+248,3000000,4001.939,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,1e-09,,2
+248,3500000,4833.664,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,1e-09,,2
+248,4000000,4882.585,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,1e-09,,2
+248,4500000,4776.5283,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,1e-09,,2
+248,5000000,4506.6553,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,1e-09,,2
 249,500000,354.54767,1024,True,613248,0.01513868,10587,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,2
 249,1000000,270.2671,1024,True,613248,0.01513868,10587,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,2
 249,1500000,317.73102,1024,True,613248,0.01513868,10587,0.25866998,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
 5,4000000,4206.617,512,False,507348,0.00021456,4004,0.20794054,True,,,,0.37503792,5
 5,4500000,4766.417,512,False,507348,0.00021456,4004,0.20794054,True,,,,0.37503792,5
 5,5000000,4965.5312,512,False,507348,0.00021456,4004,0.20794054,True,,,,0.37503792,5
-6,500000,315.80566,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,5
-6,1000000,273.67883,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,5
-6,1500000,477.20847,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,5
-6,2000000,407.28802,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,5
-6,2500000,472.36673,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,5
-6,3000000,542.3953,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,0.0,,5
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+6,5000000,1187.8214,2048,True,1676056,3.02e-06,15999,0.86557041,False,0.60879706,0.74187094,1e-09,,5
 7,500000,356.5841,512,True,238357,3.89e-05,6787,0.13436773,False,0.57093544,0.2727356,4.1e-07,,5
 7,1000000,4586.327,512,True,238357,3.89e-05,6787,0.13436773,False,0.57093544,0.2727356,4.1e-07,,5
 7,1500000,3942.3645,512,True,238357,3.89e-05,6787,0.13436773,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
 54,4000000,4402.727,512,False,725031,0.00022555,6197,9.10026122,True,,,,0.61117688,5
 54,4500000,4709.0557,512,False,725031,0.00022555,6197,9.10026122,True,,,,0.61117688,5
 54,5000000,4703.2866,512,False,725031,0.00022555,6197,9.10026122,True,,,,0.61117688,5
-55,500000,371.6931,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,5
-55,1000000,214.67572,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,5
-55,1500000,382.78336,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,5
-55,2000000,2295.1946,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,5
-55,2500000,620.1137,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,5
-55,3000000,809.693,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,0.0,0.34995781,5
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+55,4500000,3399.0642,1024,True,477606,0.00037373,6028,0.81853977,True,0.97078876,0.14210504,1e-09,0.34995781,5
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 56,500000,209.68454,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,5
 56,1000000,209.6247,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,5
 56,1500000,209.72307,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,5
@@ -23609,16 +23609,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 56,4000000,209.88188,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,5
 56,4500000,209.8801,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,5
 56,5000000,209.78705,1024,False,795131,0.09917221,5765,2.77212836,False,,,,,5
-57,500000,250.8754,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,0.0,,5
-57,1000000,296.94717,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,0.0,,5
-57,1500000,413.48053,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,0.0,,5
-57,2000000,463.28998,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,0.0,,5
-57,2500000,507.6699,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,0.0,,5
-57,3000000,394.28534,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,0.0,,5
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-57,4000000,441.0921,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,0.0,,5
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+57,3500000,629.3507,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,1e-09,,5
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+57,4500000,1612.2104,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,1e-09,,5
+57,5000000,672.03455,2048,True,296244,2.06e-06,3963,0.73208745,False,0.77535272,0.95915351,1e-09,,5
 58,500000,209.31949,1024,False,1696457,0.04777057,16113,0.63038139,True,,,,0.86344197,5
 58,1000000,209.54861,1024,False,1696457,0.04777057,16113,0.63038139,True,,,,0.86344197,5
 58,1500000,209.53662,1024,False,1696457,0.04777057,16113,0.63038139,True,,,,0.86344197,5
@@ -23779,16 +23779,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 73,4000000,208.22226,1024,False,1418369,0.0591111,5766,6.23857685,False,,,,,5
 73,4500000,208.17503,1024,False,1418369,0.0591111,5766,6.23857685,False,,,,,5
 73,5000000,208.01135,1024,False,1418369,0.0591111,5766,6.23857685,False,,,,,5
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 75,500000,336.48358,2048,True,1716821,0.01033872,2607,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,5
 75,1000000,366.463,2048,True,1716821,0.01033872,2607,1.62713623,True,0.73060928,0.64108765,1.147e-05,0.4845907,5
 75,1500000,232.56282,2048,True,1716821,0.01033872,2607,1.62713623,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
 81,4000000,6078.862,1024,True,1136135,0.00127599,8162,5.4147335,False,0.40741367,0.42252484,1.133e-05,,5
 81,4500000,5739.7534,1024,True,1136135,0.00127599,8162,5.4147335,False,0.40741367,0.42252484,1.133e-05,,5
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 83,500000,445.8572,512,False,1133456,6.912e-05,5609,3.2713596,True,,,,0.90215055,5
 83,1000000,784.1978,512,False,1133456,6.912e-05,5609,3.2713596,True,,,,0.90215055,5
 83,1500000,4354.246,512,False,1133456,6.912e-05,5609,3.2713596,True,,,,0.90215055,5
@@ -24089,16 +24089,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 104,4000000,3080.2388,512,True,554040,0.00034018,5733,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,5
 104,4500000,3321.0918,512,True,554040,0.00034018,5733,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,5
 104,5000000,4345.577,512,True,554040,0.00034018,5733,2.5871473,True,0.63764705,0.23826558,2e-08,0.80225305,5
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 106,500000,208.32932,1024,True,1597585,0.04142645,4901,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,5
 106,1000000,209.13359,1024,True,1597585,0.04142645,4901,0.59814742,True,0.59226995,0.98401529,3.07e-06,0.39565302,5
 106,1500000,208.36407,1024,True,1597585,0.04142645,4901,0.59814742,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
 108,4000000,209.16522,2048,False,1632490,0.03607899,4527,0.5483364,True,,,,0.02926784,5
 108,4500000,208.90773,2048,False,1632490,0.03607899,4527,0.5483364,True,,,,0.02926784,5
 108,5000000,209.15482,2048,False,1632490,0.03607899,4527,0.5483364,True,,,,0.02926784,5
-109,500000,209.22598,1024,True,1884429,0.02762646,14096,2.02301695,True,0.55336077,0.81707279,0.0,0.80306413,5
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 110,500000,133.12787,512,False,1615325,1.8e-06,10276,1.01136087,True,,,,0.98316914,5
 110,1000000,254.93283,512,False,1615325,1.8e-06,10276,1.01136087,True,,,,0.98316914,5
 110,1500000,387.96283,512,False,1615325,1.8e-06,10276,1.01136087,True,,,,0.98316914,5
@@ -24219,16 +24219,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 117,4000000,4495.185,512,True,663222,3.996e-05,15513,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,5
 117,4500000,4521.073,512,True,663222,3.996e-05,15513,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,5
 117,5000000,4558.593,512,True,663222,3.996e-05,15513,4.90126488,True,0.03452137,0.8327208,2.01e-06,0.16084084,5
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 119,500000,537.13586,2048,False,108436,9.574e-05,2743,4.40359953,False,,,,,5
 119,1000000,3782.847,2048,False,108436,9.574e-05,2743,4.40359953,False,,,,,5
 119,1500000,3719.9634,2048,False,108436,9.574e-05,2743,4.40359953,False,,,,,5
@@ -24619,16 +24619,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 157,4000000,1031.596,512,True,963638,3.54e-06,5271,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,5
 157,4500000,2220.6758,512,True,963638,3.54e-06,5271,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,5
 157,5000000,4095.3406,512,True,963638,3.54e-06,5271,0.71316138,True,0.39444983,0.10318121,2.9e-07,0.82748081,5
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 159,500000,764.40717,512,False,769177,0.00328878,5785,0.20363426,True,,,,0.7905837,5
 159,1000000,782.56104,512,False,769177,0.00328878,5785,0.20363426,True,,,,0.7905837,5
 159,1500000,4101.4653,512,False,769177,0.00328878,5785,0.20363426,True,,,,0.7905837,5
@@ -24779,16 +24779,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 173,4000000,209.09198,1024,False,1409590,0.04116911,10110,5.96579894,False,,,,,5
 173,4500000,208.8187,1024,False,1409590,0.04116911,10110,5.96579894,False,,,,,5
 173,5000000,209.16684,1024,False,1409590,0.04116911,10110,5.96579894,False,,,,,5
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@@ -24899,16 +24899,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 185,4000000,212.12746,2048,False,1074472,0.07839438,6491,1.59914335,True,,,,0.94438931,5
 185,4500000,211.73242,2048,False,1074472,0.07839438,6491,1.59914335,True,,,,0.94438931,5
 185,5000000,211.83803,2048,False,1074472,0.07839438,6491,1.59914335,True,,,,0.94438931,5
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 187,500000,574.72314,2048,False,230810,9.293e-05,6153,1.36875112,False,,,,,5
 187,1000000,5176.542,2048,False,230810,9.293e-05,6153,1.36875112,False,,,,,5
 187,1500000,4137.7217,2048,False,230810,9.293e-05,6153,1.36875112,False,,,,,5
@@ -25069,36 +25069,36 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 202,4000000,2306.6228,512,False,1924086,1.224e-05,677,1.14920823,False,,,,,5
 202,4500000,4014.0225,512,False,1924086,1.224e-05,677,1.14920823,False,,,,,5
 202,5000000,4368.612,512,False,1924086,1.224e-05,677,1.14920823,False,,,,,5
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 206,500000,300.76984,1024,False,567761,2.067e-05,5464,1.39519218,False,,,,,5
 206,1000000,523.6725,1024,False,567761,2.067e-05,5464,1.39519218,False,,,,,5
 206,1500000,1083.9949,1024,False,567761,2.067e-05,5464,1.39519218,False,,,,,5
@@ -25389,16 +25389,16 @@ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffe
 234,4000000,4609.789,2048,True,1015775,6.6e-06,5995,3.06676467,True,0.80888177,0.72162755,5.178e-05,0.53881446,5
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+235,4000000,4906.559,2048,True,692161,0.00010059,6732,0.16088162,False,0.10583519,0.89086451,1e-09,,5
+235,4500000,5061.2725,2048,True,692161,0.00010059,6732,0.16088162,False,0.10583519,0.89086451,1e-09,,5
+235,5000000,5802.044,2048,True,692161,0.00010059,6732,0.16088162,False,0.10583519,0.89086451,1e-09,,5
 236,500000,576.6666,512,True,1567895,0.00375545,2391,1.84302524,False,0.7755989,0.1013568,2.68e-06,,5
 236,1000000,2781.7805,512,True,1567895,0.00375545,2391,1.84302524,False,0.7755989,0.1013568,2.68e-06,,5
 236,1500000,5258.9717,512,True,1567895,0.00375545,2391,1.84302524,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
 247,4000000,2734.7573,1024,True,978974,0.00025722,7424,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,5
 247,4500000,3762.8455,1024,True,978974,0.00025722,7424,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,5
 247,5000000,2794.832,1024,True,978974,0.00025722,7424,4.04660291,True,0.76078184,0.17481632,4.6e-07,0.82586373,5
-248,500000,439.53006,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,5
-248,1000000,455.38397,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,5
-248,1500000,460.1028,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,5
-248,2000000,572.0039,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,5
-248,2500000,887.85535,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,5
-248,3000000,4285.627,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,5
-248,3500000,4896.0674,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,5
-248,4000000,4867.224,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,5
-248,4500000,4309.5605,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,5
-248,5000000,4667.6504,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,0.0,,5
+248,500000,439.53006,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,1e-09,,5
+248,1000000,455.38397,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,1e-09,,5
+248,1500000,460.1028,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,1e-09,,5
+248,2000000,572.0039,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,1e-09,,5
+248,2500000,887.85535,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,1e-09,,5
+248,3000000,4285.627,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,1e-09,,5
+248,3500000,4896.0674,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,1e-09,,5
+248,4000000,4867.224,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,1e-09,,5
+248,4500000,4309.5605,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,1e-09,,5
+248,5000000,4667.6504,512,True,1218559,8.39e-06,12399,0.14387737,False,0.47353928,0.34276186,1e-09,,5
 249,500000,73.9929,1024,True,613248,0.01513868,10587,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,5
 249,1000000,72.822266,1024,True,613248,0.01513868,10587,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,5
 249,1500000,83.12949,1024,True,613248,0.01513868,10587,0.25866998,True,0.90544018,0.29415002,1e-08,0.99996438,5