diff options
| author | YurenHao0426 <blackhao0426@gmail.com> | 2026-01-13 23:49:05 -0600 |
|---|---|---|
| committer | YurenHao0426 <blackhao0426@gmail.com> | 2026-01-13 23:49:05 -0600 |
| commit | cd99d6b874d9d09b3bb87b8485cc787885af71f1 (patch) | |
| tree | 59a233959932ca0e4f12f196275e07fcf443b33f /runs/mvp/20251111-143608/metrics.csv | |
init commit
Diffstat (limited to 'runs/mvp/20251111-143608/metrics.csv')
| -rw-r--r-- | runs/mvp/20251111-143608/metrics.csv | 8314 |
1 files changed, 8314 insertions, 0 deletions
diff --git a/runs/mvp/20251111-143608/metrics.csv b/runs/mvp/20251111-143608/metrics.csv new file mode 100644 index 0000000..0ac2ae1 --- /dev/null +++ b/runs/mvp/20251111-143608/metrics.csv @@ -0,0 +1,8314 @@ +step,epoch,batch,loss,acc,lyap,time_sec
+batch,1,0,3.1755285263061523,0.0625,nan,0.0
+batch,1,1,3.184009552001953,0.0625,nan,0.0
+batch,1,2,3.0868477821350098,0.0625,nan,0.0
+batch,1,3,3.1764097213745117,0.125,nan,0.0
+batch,1,4,3.132113456726074,0.0,nan,0.0
+batch,1,5,3.1275243759155273,0.0,nan,0.0
+batch,1,6,3.0881896018981934,0.0625,nan,0.0
+batch,1,7,2.9919261932373047,0.0625,nan,0.0
+batch,1,8,3.257503032684326,0.0625,nan,0.0
+batch,1,9,2.844564437866211,0.0,nan,0.0
+batch,1,10,3.080301523208618,0.0625,nan,0.0
+batch,1,11,3.1046578884124756,0.0,nan,0.0
+batch,1,12,3.3629136085510254,0.0,nan,0.0
+batch,1,13,3.0829570293426514,0.0625,nan,0.0
+batch,1,14,2.8738315105438232,0.25,nan,0.0
+batch,1,15,3.0412373542785645,0.125,nan,0.0
+batch,1,16,2.965209722518921,0.125,nan,0.0
+batch,1,17,3.061995029449463,0.0625,nan,0.0
+batch,1,18,3.1083927154541016,0.0,nan,0.0
+batch,1,19,2.8857574462890625,0.125,nan,0.0
+batch,1,20,2.795872688293457,0.0625,nan,0.0
+batch,1,21,3.1623761653900146,0.0625,nan,0.0
+batch,1,22,3.1739869117736816,0.0625,nan,0.0
+batch,1,23,3.046658992767334,0.0,nan,0.0
+batch,1,24,3.0805230140686035,0.0625,nan,0.0
+batch,1,25,2.9088988304138184,0.1875,nan,0.0
+batch,1,26,3.011056661605835,0.0625,nan,0.0
+batch,1,27,3.068480968475342,0.0,nan,0.0
+batch,1,28,3.2112035751342773,0.0,nan,0.0
+batch,1,29,3.05307674407959,0.125,nan,0.0
+batch,1,30,3.0193381309509277,0.125,nan,0.0
+batch,1,31,3.0314126014709473,0.1875,nan,0.0
+batch,1,32,3.0871386528015137,0.0,nan,0.0
+batch,1,33,3.1068344116210938,0.0625,nan,0.0
+batch,1,34,3.1904470920562744,0.0,nan,0.0
+batch,1,35,3.0292181968688965,0.0,nan,0.0
+batch,1,36,3.065584182739258,0.0,nan,0.0
+batch,1,37,3.0147130489349365,0.0625,nan,0.0
+batch,1,38,2.910236120223999,0.125,nan,0.0
+batch,1,39,3.108421802520752,0.125,nan,0.0
+batch,1,40,2.9382152557373047,0.0,nan,0.0
+batch,1,41,2.9863104820251465,0.0625,nan,0.0
+batch,1,42,3.2381038665771484,0.0,nan,0.0
+batch,1,43,3.138335704803467,0.0,nan,0.0
+batch,1,44,3.0606372356414795,0.0625,nan,0.0
+batch,1,45,3.072117328643799,0.0,nan,0.0
+batch,1,46,3.0901741981506348,0.0625,nan,0.0
+batch,1,47,3.039577007293701,0.125,nan,0.0
+batch,1,48,3.1005499362945557,0.0,nan,0.0
+batch,1,49,3.030517816543579,0.0,nan,0.0
+batch,1,50,2.947988986968994,0.0625,nan,0.0
+batch,1,51,3.0654430389404297,0.0,nan,0.0
+batch,1,52,2.9307570457458496,0.0,nan,0.0
+batch,1,53,3.1604857444763184,0.0,nan,0.0
+batch,1,54,3.0606231689453125,0.125,nan,0.0
+batch,1,55,3.056170701980591,0.0,nan,0.0
+batch,1,56,3.071019411087036,0.0625,nan,0.0
+batch,1,57,3.0355846881866455,0.0625,nan,0.0
+batch,1,58,2.9816384315490723,0.0,nan,0.0
+batch,1,59,3.0980796813964844,0.0,nan,0.0
+batch,1,60,2.99086332321167,0.0625,nan,0.0
+batch,1,61,3.0179154872894287,0.125,nan,0.0
+batch,1,62,3.0172886848449707,0.0,nan,0.0
+batch,1,63,3.0057260990142822,0.0625,nan,0.0
+batch,1,64,2.9946703910827637,0.125,nan,0.0
+batch,1,65,2.9785940647125244,0.0625,nan,0.0
+batch,1,66,3.116976737976074,0.0625,nan,0.0
+batch,1,67,2.9765264987945557,0.1875,nan,0.0
+batch,1,68,2.9813973903656006,0.0625,nan,0.0
+batch,1,69,3.016083240509033,0.0625,nan,0.0
+batch,1,70,2.915363311767578,0.125,nan,0.0
+batch,1,71,3.081416130065918,0.0625,nan,0.0
+batch,1,72,2.957709789276123,0.125,nan,0.0
+batch,1,73,2.887159585952759,0.1875,nan,0.0
+batch,1,74,3.017025947570801,0.125,nan,0.0
+batch,1,75,3.0484657287597656,0.0,nan,0.0
+batch,1,76,3.038228988647461,0.0625,nan,0.0
+batch,1,77,2.873567819595337,0.0625,nan,0.0
+batch,1,78,2.864530086517334,0.0625,nan,0.0
+batch,1,79,3.0014126300811768,0.0625,nan,0.0
+batch,1,80,2.884060859680176,0.0,nan,0.0
+batch,1,81,3.0642621517181396,0.0625,nan,0.0
+batch,1,82,2.9421513080596924,0.0625,nan,0.0
+batch,1,83,3.028247356414795,0.0,nan,0.0
+batch,1,84,3.063429594039917,0.125,nan,0.0
+batch,1,85,3.054682731628418,0.0625,nan,0.0
+batch,1,86,2.956089973449707,0.0625,nan,0.0
+batch,1,87,3.0264275074005127,0.0625,nan,0.0
+batch,1,88,3.051814317703247,0.125,nan,0.0
+batch,1,89,2.967522144317627,0.0,nan,0.0
+batch,1,90,2.899977922439575,0.0625,nan,0.0
+batch,1,91,2.908033847808838,0.0625,nan,0.0
+batch,1,92,2.8912301063537598,0.0,nan,0.0
+batch,1,93,2.9856770038604736,0.0625,nan,0.0
+batch,1,94,2.9433071613311768,0.0625,nan,0.0
+batch,1,95,2.9737133979797363,0.0,nan,0.0
+batch,1,96,2.92124605178833,0.0625,nan,0.0
+batch,1,97,2.9716410636901855,0.0,nan,0.0
+batch,1,98,2.8926897048950195,0.0625,nan,0.0
+batch,1,99,3.0876615047454834,0.0625,nan,0.0
+batch,1,100,2.9261598587036133,0.0,nan,0.0
+batch,1,101,2.9820053577423096,0.0625,nan,0.0
+batch,1,102,2.993642807006836,0.0,nan,0.0
+batch,1,103,2.975513458251953,0.0,nan,0.0
+batch,1,104,2.895902156829834,0.1875,nan,0.0
+batch,1,105,2.864295482635498,0.125,nan,0.0
+batch,1,106,2.9453859329223633,0.0,nan,0.0
+batch,1,107,3.0345122814178467,0.0625,nan,0.0
+batch,1,108,2.9148168563842773,0.0625,nan,0.0
+batch,1,109,3.0174074172973633,0.0625,nan,0.0
+batch,1,110,2.953089952468872,0.125,nan,0.0
+batch,1,111,2.9647464752197266,0.0625,nan,0.0
+batch,1,112,2.890167236328125,0.0,nan,0.0
+batch,1,113,2.8954992294311523,0.1875,nan,0.0
+batch,1,114,3.0215091705322266,0.0,nan,0.0
+batch,1,115,3.040306329727173,0.0625,nan,0.0
+batch,1,116,2.9862823486328125,0.0625,nan,0.0
+batch,1,117,2.993946075439453,0.0,nan,0.0
+batch,1,118,2.9794206619262695,0.0,nan,0.0
+batch,1,119,2.9819631576538086,0.0,nan,0.0
+batch,1,120,2.949718952178955,0.125,nan,0.0
+batch,1,121,3.0109052658081055,0.0,nan,0.0
+batch,1,122,2.835049629211426,0.1875,nan,0.0
+batch,1,123,2.848435401916504,0.0625,nan,0.0
+batch,1,124,3.020669937133789,0.0,nan,0.0
+batch,1,125,2.920786142349243,0.0625,nan,0.0
+batch,1,126,3.0807552337646484,0.0625,nan,0.0
+batch,1,127,2.913971424102783,0.125,nan,0.0
+batch,1,128,2.975191593170166,0.0,nan,0.0
+batch,1,129,2.978943347930908,0.125,nan,0.0
+batch,1,130,3.0335140228271484,0.0,nan,0.0
+batch,1,131,2.9049267768859863,0.125,nan,0.0
+batch,1,132,2.923501968383789,0.1875,nan,0.0
+batch,1,133,2.970294952392578,0.0625,nan,0.0
+batch,1,134,2.8710246086120605,0.1875,nan,0.0
+batch,1,135,2.918234348297119,0.1875,nan,0.0
+batch,1,136,2.9783809185028076,0.0,nan,0.0
+batch,1,137,2.925459384918213,0.0625,nan,0.0
+batch,1,138,2.9133729934692383,0.125,nan,0.0
+batch,1,139,2.9630777835845947,0.0,nan,0.0
+batch,1,140,2.8706984519958496,0.125,nan,0.0
+batch,1,141,2.9231467247009277,0.125,nan,0.0
+batch,1,142,2.936011791229248,0.125,nan,0.0
+batch,1,143,2.982415199279785,0.125,nan,0.0
+batch,1,144,2.8199596405029297,0.25,nan,0.0
+batch,1,145,3.037405014038086,0.125,nan,0.0
+batch,1,146,2.936431407928467,0.1875,nan,0.0
+batch,1,147,3.07110333442688,0.0,nan,0.0
+batch,1,148,2.936182975769043,0.0625,nan,0.0
+batch,1,149,2.9147791862487793,0.0,nan,0.0
+batch,1,150,2.9790706634521484,0.0,nan,0.0
+batch,1,151,3.012995719909668,0.0625,nan,0.0
+batch,1,152,2.885237216949463,0.1875,nan,0.0
+batch,1,153,2.950838565826416,0.0625,nan,0.0
+batch,1,154,2.9846303462982178,0.0625,nan,0.0
+batch,1,155,2.9011573791503906,0.125,nan,0.0
+batch,1,156,2.8583121299743652,0.0625,nan,0.0
+batch,1,157,3.0364603996276855,0.0,nan,0.0
+batch,1,158,2.8899714946746826,0.0625,nan,0.0
+batch,1,159,2.9080049991607666,0.0625,nan,0.0
+batch,1,160,2.8989861011505127,0.0625,nan,0.0
+batch,1,161,2.947176456451416,0.0625,nan,0.0
+batch,1,162,2.893148422241211,0.0625,nan,0.0
+batch,1,163,2.931838035583496,0.0625,nan,0.0
+batch,1,164,3.019893169403076,0.0,nan,0.0
+batch,1,165,2.9225332736968994,0.0625,nan,0.0
+batch,1,166,3.0026650428771973,0.0,nan,0.0
+batch,1,167,2.8425025939941406,0.125,nan,0.0
+batch,1,168,3.0014076232910156,0.0625,nan,0.0
+batch,1,169,2.9728951454162598,0.0,nan,0.0
+batch,1,170,2.768033504486084,0.0625,nan,0.0
+batch,1,171,2.825716018676758,0.125,nan,0.0
+batch,1,172,3.019491672515869,0.0,nan,0.0
+batch,1,173,2.818726062774658,0.125,nan,0.0
+batch,1,174,3.0733706951141357,0.125,nan,0.0
+batch,1,175,3.030210018157959,0.0625,nan,0.0
+batch,1,176,2.8743979930877686,0.125,nan,0.0
+batch,1,177,3.004422187805176,0.25,nan,0.0
+batch,1,178,3.009683609008789,0.0625,nan,0.0
+batch,1,179,3.044002056121826,0.125,nan,0.0
+batch,1,180,2.818199872970581,0.1875,nan,0.0
+batch,1,181,2.9002885818481445,0.0625,nan,0.0
+batch,1,182,2.918269157409668,0.0625,nan,0.0
+batch,1,183,2.959653854370117,0.125,nan,0.0
+batch,1,184,3.18088436126709,0.0,nan,0.0
+batch,1,185,3.0211706161499023,0.0,nan,0.0
+batch,1,186,3.068005084991455,0.125,nan,0.0
+batch,1,187,3.148782968521118,0.0,nan,0.0
+batch,1,188,2.7978591918945312,0.125,nan,0.0
+batch,1,189,2.8267879486083984,0.125,nan,0.0
+batch,1,190,2.9612479209899902,0.0,nan,0.0
+batch,1,191,2.7301383018493652,0.25,nan,0.0
+batch,1,192,2.853212833404541,0.1875,nan,0.0
+batch,1,193,2.8836827278137207,0.125,nan,0.0
+batch,1,194,2.970498561859131,0.0,nan,0.0
+batch,1,195,2.844679355621338,0.1875,nan,0.0
+batch,1,196,2.9521524906158447,0.0625,nan,0.0
+batch,1,197,3.0656373500823975,0.125,nan,0.0
+batch,1,198,2.8481087684631348,0.1875,nan,0.0
+batch,1,199,2.830078601837158,0.0625,nan,0.0
+batch,1,200,2.835710048675537,0.125,nan,0.0
+batch,1,201,2.9532594680786133,0.0625,nan,0.0
+batch,1,202,3.0039925575256348,0.125,nan,0.0
+batch,1,203,2.8766181468963623,0.125,nan,0.0
+batch,1,204,2.9525253772735596,0.1875,nan,0.0
+batch,1,205,3.0442121028900146,0.0625,nan,0.0
+batch,1,206,2.895569086074829,0.0625,nan,0.0
+batch,1,207,3.068429470062256,0.0625,nan,0.0
+batch,1,208,3.022630214691162,0.0,nan,0.0
+batch,1,209,2.926649570465088,0.0625,nan,0.0
+batch,1,210,2.8914825916290283,0.125,nan,0.0
+batch,1,211,2.9097137451171875,0.125,nan,0.0
+batch,1,212,2.976588249206543,0.0625,nan,0.0
+batch,1,213,2.825721502304077,0.0625,nan,0.0
+batch,1,214,2.9215452671051025,0.0,nan,0.0
+batch,1,215,2.944901466369629,0.0625,nan,0.0
+batch,1,216,2.89277982711792,0.125,nan,0.0
+batch,1,217,3.01755428314209,0.0,nan,0.0
+batch,1,218,2.923377275466919,0.0,nan,0.0
+batch,1,219,2.8170926570892334,0.1875,nan,0.0
+batch,1,220,2.902865171432495,0.125,nan,0.0
+batch,1,221,3.0252654552459717,0.0625,nan,0.0
+batch,1,222,2.969768762588501,0.0625,nan,0.0
+batch,1,223,3.0525078773498535,0.0,nan,0.0
+batch,1,224,2.9317514896392822,0.0,nan,0.0
+batch,1,225,2.972245693206787,0.0625,nan,0.0
+batch,1,226,2.95499587059021,0.0,nan,0.0
+batch,1,227,2.8478355407714844,0.25,nan,0.0
+batch,1,228,2.9454777240753174,0.1875,nan,0.0
+batch,1,229,2.9199061393737793,0.0,nan,0.0
+batch,1,230,2.9754884243011475,0.0625,nan,0.0
+batch,1,231,2.9309165477752686,0.0,nan,0.0
+batch,1,232,2.9806437492370605,0.0,nan,0.0
+batch,1,233,2.871487855911255,0.125,nan,0.0
+batch,1,234,2.902686595916748,0.0,nan,0.0
+batch,1,235,2.9000377655029297,0.125,nan,0.0
+batch,1,236,2.9032201766967773,0.0625,nan,0.0
+batch,1,237,2.788318634033203,0.1875,nan,0.0
+batch,1,238,2.8884639739990234,0.125,nan,0.0
+batch,1,239,2.8393642902374268,0.0625,nan,0.0
+batch,1,240,2.9015281200408936,0.0625,nan,0.0
+batch,1,241,2.8935863971710205,0.0,nan,0.0
+batch,1,242,2.841750144958496,0.125,nan,0.0
+batch,1,243,2.8057477474212646,0.1875,nan,0.0
+batch,1,244,2.859774589538574,0.0625,nan,0.0
+batch,1,245,3.0352859497070312,0.0,nan,0.0
+batch,1,246,2.7807810306549072,0.25,nan,0.0
+batch,1,247,2.8527615070343018,0.0625,nan,0.0
+batch,1,248,2.6912074089050293,0.125,nan,0.0
+batch,1,249,2.8959946632385254,0.0625,nan,0.0
+batch,1,250,2.938492774963379,0.0625,nan,0.0
+batch,1,251,2.951699733734131,0.0,nan,0.0
+batch,1,252,2.963695764541626,0.0625,nan,0.0
+batch,1,253,3.088834047317505,0.0,nan,0.0
+batch,1,254,2.8505568504333496,0.3125,nan,0.0
+batch,1,255,2.8019280433654785,0.0625,nan,0.0
+batch,1,256,2.888401985168457,0.125,nan,0.0
+batch,1,257,3.032076835632324,0.125,nan,0.0
+batch,1,258,2.9489612579345703,0.0625,nan,0.0
+batch,1,259,2.899319648742676,0.1875,nan,0.0
+batch,1,260,2.7772293090820312,0.1875,nan,0.0
+batch,1,261,2.8628790378570557,0.125,nan,0.0
+batch,1,262,2.884835958480835,0.125,nan,0.0
+batch,1,263,2.9205541610717773,0.0,nan,0.0
+batch,1,264,2.8962795734405518,0.0,nan,0.0
+batch,1,265,2.9156558513641357,0.0625,nan,0.0
+batch,1,266,2.823498249053955,0.125,nan,0.0
+batch,1,267,2.8442418575286865,0.0625,nan,0.0
+batch,1,268,2.781747341156006,0.1875,nan,0.0
+batch,1,269,2.8352813720703125,0.0625,nan,0.0
+batch,1,270,2.8723068237304688,0.125,nan,0.0
+batch,1,271,2.80300235748291,0.125,nan,0.0
+batch,1,272,2.9212582111358643,0.0,nan,0.0
+batch,1,273,2.8490114212036133,0.125,nan,0.0
+batch,1,274,2.8129467964172363,0.0625,nan,0.0
+batch,1,275,2.927128314971924,0.125,nan,0.0
+batch,1,276,2.893139600753784,0.0,nan,0.0
+batch,1,277,2.864816904067993,0.0625,nan,0.0
+batch,1,278,2.812987804412842,0.1875,nan,0.0
+batch,1,279,2.8309731483459473,0.125,nan,0.0
+batch,1,280,3.0060675144195557,0.0625,nan,0.0
+batch,1,281,2.79500412940979,0.0625,nan,0.0
+batch,1,282,2.9766628742218018,0.0,nan,0.0
+batch,1,283,2.912599563598633,0.0,nan,0.0
+batch,1,284,3.0248351097106934,0.0625,nan,0.0
+batch,1,285,2.916977643966675,0.0,nan,0.0
+batch,1,286,2.872222900390625,0.0625,nan,0.0
+batch,1,287,2.7969107627868652,0.0625,nan,0.0
+batch,1,288,2.896350860595703,0.0625,nan,0.0
+batch,1,289,2.864205837249756,0.0625,nan,0.0
+batch,1,290,2.772756814956665,0.25,nan,0.0
+batch,1,291,2.8038294315338135,0.1875,nan,0.0
+batch,1,292,2.9180898666381836,0.0625,nan,0.0
+batch,1,293,2.8852810859680176,0.1875,nan,0.0
+batch,1,294,2.78338360786438,0.1875,nan,0.0
+batch,1,295,2.729790687561035,0.25,nan,0.0
+batch,1,296,2.9079794883728027,0.1875,nan,0.0
+batch,1,297,2.9868838787078857,0.0625,nan,0.0
+batch,1,298,3.0148799419403076,0.0625,nan,0.0
+batch,1,299,2.9420619010925293,0.0625,nan,0.0
+batch,1,300,2.698366403579712,0.125,nan,0.0
+batch,1,301,2.7696399688720703,0.25,nan,0.0
+batch,1,302,2.8485267162323,0.0,nan,0.0
+batch,1,303,2.6952223777770996,0.25,nan,0.0
+batch,1,304,2.811232328414917,0.3125,nan,0.0
+batch,1,305,2.876720905303955,0.125,nan,0.0
+batch,1,306,2.77597713470459,0.125,nan,0.0
+batch,1,307,2.843421459197998,0.0625,nan,0.0
+batch,1,308,2.6946778297424316,0.1875,nan,0.0
+batch,1,309,2.8316502571105957,0.0625,nan,0.0
+batch,1,310,2.867560625076294,0.0625,nan,0.0
+batch,1,311,2.9297749996185303,0.0625,nan,0.0
+batch,1,312,2.828856945037842,0.125,nan,0.0
+batch,1,313,2.938483715057373,0.0,nan,0.0
+batch,1,314,2.7919952869415283,0.0625,nan,0.0
+batch,1,315,2.9628233909606934,0.0,nan,0.0
+batch,1,316,2.9154415130615234,0.0,nan,0.0
+batch,1,317,2.9541478157043457,0.0,nan,0.0
+batch,1,318,2.8389744758605957,0.0625,nan,0.0
+batch,1,319,2.7820987701416016,0.125,nan,0.0
+batch,1,320,2.7573843002319336,0.1875,nan,0.0
+batch,1,321,2.897310256958008,0.0625,nan,0.0
+batch,1,322,2.946885108947754,0.0,nan,0.0
+batch,1,323,2.69614839553833,0.25,nan,0.0
+batch,1,324,2.964109182357788,0.0625,nan,0.0
+batch,1,325,2.8943846225738525,0.0,nan,0.0
+batch,1,326,2.904599666595459,0.0625,nan,0.0
+batch,1,327,2.912938117980957,0.125,nan,0.0
+batch,1,328,2.920499324798584,0.1875,nan,0.0
+batch,1,329,2.8000054359436035,0.25,nan,0.0
+batch,1,330,2.86997652053833,0.125,nan,0.0
+batch,1,331,2.7996788024902344,0.125,nan,0.0
+batch,1,332,2.8353028297424316,0.125,nan,0.0
+batch,1,333,2.74033784866333,0.1875,nan,0.0
+batch,1,334,2.7147092819213867,0.0625,nan,0.0
+batch,1,335,2.8305184841156006,0.125,nan,0.0
+batch,1,336,2.715940237045288,0.125,nan,0.0
+batch,1,337,2.728074312210083,0.25,nan,0.0
+batch,1,338,2.8799593448638916,0.0,nan,0.0
+batch,1,339,2.7256102561950684,0.125,nan,0.0
+batch,1,340,2.9083049297332764,0.0625,nan,0.0
+batch,1,341,2.804781436920166,0.1875,nan,0.0
+batch,1,342,2.9279699325561523,0.0,nan,0.0
+batch,1,343,2.6388635635375977,0.25,nan,0.0
+batch,1,344,2.8275156021118164,0.0625,nan,0.0
+batch,1,345,2.7593512535095215,0.1875,nan,0.0
+batch,1,346,2.76971173286438,0.0625,nan,0.0
+batch,1,347,2.884063482284546,0.125,nan,0.0
+batch,1,348,2.890937328338623,0.125,nan,0.0
+batch,1,349,2.8297572135925293,0.0625,nan,0.0
+batch,1,350,2.8228392601013184,0.0625,nan,0.0
+batch,1,351,2.9131178855895996,0.0625,nan,0.0
+batch,1,352,2.7925281524658203,0.125,nan,0.0
+batch,1,353,2.942380666732788,0.0625,nan,0.0
+batch,1,354,2.9258251190185547,0.0,nan,0.0
+batch,1,355,2.7707982063293457,0.125,nan,0.0
+batch,1,356,2.8998563289642334,0.0625,nan,0.0
+batch,1,357,2.8432600498199463,0.1875,nan,0.0
+batch,1,358,2.8998804092407227,0.1875,nan,0.0
+batch,1,359,3.006108522415161,0.0,nan,0.0
+batch,1,360,2.878296375274658,0.0625,nan,0.0
+batch,1,361,2.9384827613830566,0.0625,nan,0.0
+batch,1,362,2.8229260444641113,0.0625,nan,0.0
+batch,1,363,2.781644821166992,0.1875,nan,0.0
+batch,1,364,2.7708559036254883,0.0625,nan,0.0
+batch,1,365,2.766974925994873,0.0625,nan,0.0
+batch,1,366,2.777837038040161,0.0,nan,0.0
+batch,1,367,2.8734138011932373,0.125,nan,0.0
+batch,1,368,2.87508487701416,0.0625,nan,0.0
+batch,1,369,2.848059892654419,0.1875,nan,0.0
+batch,1,370,2.822270393371582,0.0,nan,0.0
+batch,1,371,2.87785005569458,0.0625,nan,0.0
+batch,1,372,2.7972686290740967,0.25,nan,0.0
+batch,1,373,2.931279182434082,0.0625,nan,0.0
+batch,1,374,2.860135078430176,0.0625,nan,0.0
+batch,1,375,2.780836582183838,0.125,nan,0.0
+batch,1,376,2.730673313140869,0.1875,nan,0.0
+batch,1,377,2.84934401512146,0.1875,nan,0.0
+batch,1,378,2.6399264335632324,0.25,nan,0.0
+batch,1,379,2.642216682434082,0.25,nan,0.0
+batch,1,380,2.721024751663208,0.125,nan,0.0
+batch,1,381,2.963071346282959,0.125,nan,0.0
+batch,1,382,2.8101894855499268,0.1875,nan,0.0
+batch,1,383,2.64792537689209,0.3125,nan,0.0
+batch,1,384,2.9344544410705566,0.125,nan,0.0
+batch,1,385,2.829803943634033,0.0625,nan,0.0
+batch,1,386,2.6893467903137207,0.0625,nan,0.0
+batch,1,387,2.8532471656799316,0.0625,nan,0.0
+batch,1,388,2.910593271255493,0.125,nan,0.0
+batch,1,389,2.704149007797241,0.1875,nan,0.0
+batch,1,390,2.6716058254241943,0.25,nan,0.0
+batch,1,391,2.898859977722168,0.125,nan,0.0
+batch,1,392,2.8472306728363037,0.0625,nan,0.0
+batch,1,393,2.8155412673950195,0.0625,nan,0.0
+batch,1,394,2.6738076210021973,0.0,nan,0.0
+batch,1,395,2.742912769317627,0.0,nan,0.0
+batch,1,396,2.917666435241699,0.125,nan,0.0
+batch,1,397,3.0015835762023926,0.0,nan,0.0
+batch,1,398,2.7066516876220703,0.25,nan,0.0
+batch,1,399,2.6159586906433105,0.1875,nan,0.0
+batch,1,400,2.6383838653564453,0.0,nan,0.0
+batch,1,401,2.7964766025543213,0.125,nan,0.0
+batch,1,402,2.7345125675201416,0.1875,nan,0.0
+batch,1,403,2.7014946937561035,0.125,nan,0.0
+batch,1,404,2.8037214279174805,0.0625,nan,0.0
+batch,1,405,2.7090964317321777,0.0625,nan,0.0
+batch,1,406,2.5759849548339844,0.125,nan,0.0
+batch,1,407,2.756533622741699,0.1875,nan,0.0
+batch,1,408,2.6546993255615234,0.25,nan,0.0
+batch,1,409,2.730384349822998,0.125,nan,0.0
+batch,1,410,2.6246886253356934,0.1875,nan,0.0
+batch,1,411,2.7424964904785156,0.25,nan,0.0
+batch,1,412,2.8794476985931396,0.0,nan,0.0
+batch,1,413,2.6417808532714844,0.25,nan,0.0
+batch,1,414,2.707575798034668,0.0,nan,0.0
+batch,1,415,2.9958529472351074,0.0625,nan,0.0
+batch,1,416,2.8695201873779297,0.125,nan,0.0
+batch,1,417,2.6567542552948,0.1875,nan,0.0
+batch,1,418,2.678445339202881,0.125,nan,0.0
+batch,1,419,2.6306443214416504,0.0,nan,0.0
+batch,1,420,2.798048496246338,0.125,nan,0.0
+batch,1,421,2.851473093032837,0.125,nan,0.0
+batch,1,422,2.7748305797576904,0.0,nan,0.0
+batch,1,423,2.5653185844421387,0.1875,nan,0.0
+batch,1,424,2.7424373626708984,0.0625,nan,0.0
+batch,1,425,2.503812313079834,0.25,nan,0.0
+batch,1,426,2.7834463119506836,0.125,nan,0.0
+batch,1,427,2.6811490058898926,0.25,nan,0.0
+batch,1,428,2.6797022819519043,0.25,nan,0.0
+batch,1,429,2.6409075260162354,0.3125,nan,0.0
+batch,1,430,2.835522174835205,0.0,nan,0.0
+batch,1,431,2.8788177967071533,0.0625,nan,0.0
+batch,1,432,2.800839424133301,0.1875,nan,0.0
+batch,1,433,3.0576133728027344,0.0,nan,0.0
+batch,1,434,2.62288498878479,0.125,nan,0.0
+batch,1,435,2.7824602127075195,0.125,nan,0.0
+batch,1,436,2.6982715129852295,0.125,nan,0.0
+batch,1,437,2.6348118782043457,0.375,nan,0.0
+batch,1,438,2.7553367614746094,0.0625,nan,0.0
+batch,1,439,2.7284297943115234,0.125,nan,0.0
+batch,1,440,2.803257465362549,0.0625,nan,0.0
+batch,1,441,2.770043134689331,0.125,nan,0.0
+batch,1,442,2.7058725357055664,0.1875,nan,0.0
+batch,1,443,2.9124603271484375,0.0,nan,0.0
+batch,1,444,2.885239601135254,0.0,nan,0.0
+batch,1,445,2.78206205368042,0.0625,nan,0.0
+batch,1,446,2.6224400997161865,0.125,nan,0.0
+batch,1,447,2.717164993286133,0.25,nan,0.0
+batch,1,448,2.8299851417541504,0.0,nan,0.0
+batch,1,449,2.71334171295166,0.125,nan,0.0
+batch,1,450,2.60113525390625,0.0625,nan,0.0
+batch,1,451,2.6773107051849365,0.0625,nan,0.0
+batch,1,452,2.6830496788024902,0.125,nan,0.0
+batch,1,453,2.8008217811584473,0.125,nan,0.0
+batch,1,454,2.7078070640563965,0.0,nan,0.0
+batch,1,455,2.571321487426758,0.125,nan,0.0
+batch,1,456,2.5819668769836426,0.375,nan,0.0
+batch,1,457,2.7295470237731934,0.25,nan,0.0
+batch,1,458,2.76901912689209,0.0625,nan,0.0
+batch,1,459,2.9190938472747803,0.0,nan,0.0
+batch,1,460,2.8109688758850098,0.0,nan,0.0
+batch,1,461,2.6410813331604004,0.25,nan,0.0
+batch,1,462,2.547975778579712,0.25,nan,0.0
+batch,1,463,2.5516138076782227,0.1875,nan,0.0
+batch,1,464,2.6174848079681396,0.1875,nan,0.0
+batch,1,465,2.7535812854766846,0.0625,nan,0.0
+batch,1,466,2.919999361038208,0.0625,nan,0.0
+batch,1,467,2.9350922107696533,0.0625,nan,0.0
+batch,1,468,2.6024832725524902,0.25,nan,0.0
+batch,1,469,2.770503044128418,0.125,nan,0.0
+batch,1,470,2.858158826828003,0.125,nan,0.0
+batch,1,471,2.735109329223633,0.125,nan,0.0
+batch,1,472,2.8232603073120117,0.0625,nan,0.0
+batch,1,473,2.6365747451782227,0.25,nan,0.0
+batch,1,474,2.607325792312622,0.25,nan,0.0
+batch,1,475,2.9562816619873047,0.0,nan,0.0
+batch,1,476,2.7352871894836426,0.0,nan,0.0
+batch,1,477,2.618527889251709,0.0625,nan,0.0
+batch,1,478,2.7154808044433594,0.0,nan,0.0
+batch,1,479,2.8252320289611816,0.0625,nan,0.0
+batch,1,480,2.6295900344848633,0.0625,nan,0.0
+batch,1,481,2.7173080444335938,0.125,nan,0.0
+batch,1,482,2.791834831237793,0.0,nan,0.0
+batch,1,483,2.4425883293151855,0.1875,nan,0.0
+batch,1,484,2.6012754440307617,0.25,nan,0.0
+batch,1,485,2.484340190887451,0.125,nan,0.0
+batch,1,486,2.6650819778442383,0.0,nan,0.0
+batch,1,487,2.8493332862854004,0.0,nan,0.0
+batch,1,488,2.6091389656066895,0.0625,nan,0.0
+batch,1,489,2.631293773651123,0.125,nan,0.0
+batch,1,490,2.435154438018799,0.125,nan,0.0
+batch,1,491,2.6375603675842285,0.1875,nan,0.0
+batch,1,492,2.601803779602051,0.1875,nan,0.0
+batch,1,493,2.4687318801879883,0.1875,nan,0.0
+batch,1,494,2.5411741733551025,0.1875,nan,0.0
+batch,1,495,2.785817861557007,0.125,nan,0.0
+batch,1,496,2.5141220092773438,0.0,nan,0.0
+batch,1,497,2.6949808597564697,0.125,nan,0.0
+batch,1,498,2.7552833557128906,0.0625,nan,0.0
+batch,1,499,2.6533989906311035,0.1875,nan,0.0
+batch,1,500,2.8483951091766357,0.0625,nan,0.0
+batch,1,501,2.525531768798828,0.1875,nan,0.0
+batch,1,502,2.6865906715393066,0.25,nan,0.0
+batch,1,503,2.869689464569092,0.0625,nan,0.0
+batch,1,504,2.6616153717041016,0.1875,nan,0.0
+batch,1,505,2.8843090534210205,0.0,nan,0.0
+batch,1,506,2.657820701599121,0.25,nan,0.0
+batch,1,507,2.74125337600708,0.125,nan,0.0
+batch,1,508,2.7887520790100098,0.0625,nan,0.0
+batch,1,509,2.6677768230438232,0.3333333333333333,nan,0.0
+epoch,1,-1,2.88005498333735,0.09355076017655714,nan,59.03238844871521
+batch,2,0,2.499408006668091,0.0625,nan,0.0
+batch,2,1,2.777693748474121,0.0,nan,0.0
+batch,2,2,2.55556321144104,0.1875,nan,0.0
+batch,2,3,2.374511241912842,0.375,nan,0.0
+batch,2,4,2.678805112838745,0.0,nan,0.0
+batch,2,5,2.535548210144043,0.1875,nan,0.0
+batch,2,6,2.5104260444641113,0.25,nan,0.0
+batch,2,7,2.960714101791382,0.0,nan,0.0
+batch,2,8,2.7142090797424316,0.0625,nan,0.0
+batch,2,9,2.6633081436157227,0.1875,nan,0.0
+batch,2,10,2.623465061187744,0.25,nan,0.0
+batch,2,11,2.6871862411499023,0.25,nan,0.0
+batch,2,12,2.6512131690979004,0.1875,nan,0.0
+batch,2,13,2.4802167415618896,0.3125,nan,0.0
+batch,2,14,2.6629207134246826,0.0625,nan,0.0
+batch,2,15,2.7802019119262695,0.0625,nan,0.0
+batch,2,16,2.3922877311706543,0.1875,nan,0.0
+batch,2,17,2.8062992095947266,0.1875,nan,0.0
+batch,2,18,2.5058276653289795,0.125,nan,0.0
+batch,2,19,2.7753450870513916,0.0625,nan,0.0
+batch,2,20,2.7991137504577637,0.0,nan,0.0
+batch,2,21,2.8283369541168213,0.0,nan,0.0
+batch,2,22,2.837484359741211,0.0625,nan,0.0
+batch,2,23,2.6522772312164307,0.125,nan,0.0
+batch,2,24,2.5167105197906494,0.1875,nan,0.0
+batch,2,25,2.634669780731201,0.0625,nan,0.0
+batch,2,26,2.520353317260742,0.125,nan,0.0
+batch,2,27,2.722698211669922,0.125,nan,0.0
+batch,2,28,2.886073350906372,0.0625,nan,0.0
+batch,2,29,2.7991881370544434,0.0,nan,0.0
+batch,2,30,2.786298990249634,0.0,nan,0.0
+batch,2,31,2.5971951484680176,0.125,nan,0.0
+batch,2,32,2.516509532928467,0.125,nan,0.0
+batch,2,33,2.6364259719848633,0.125,nan,0.0
+batch,2,34,2.507538080215454,0.1875,nan,0.0
+batch,2,35,2.623642683029175,0.25,nan,0.0
+batch,2,36,2.6509361267089844,0.125,nan,0.0
+batch,2,37,2.6837141513824463,0.25,nan,0.0
+batch,2,38,2.783526659011841,0.1875,nan,0.0
+batch,2,39,2.673142433166504,0.125,nan,0.0
+batch,2,40,2.758453369140625,0.125,nan,0.0
+batch,2,41,2.7578682899475098,0.0,nan,0.0
+batch,2,42,2.678419589996338,0.125,nan,0.0
+batch,2,43,2.7213220596313477,0.0,nan,0.0
+batch,2,44,2.6271326541900635,0.1875,nan,0.0
+batch,2,45,2.5289807319641113,0.3125,nan,0.0
+batch,2,46,2.5704457759857178,0.375,nan,0.0
+batch,2,47,2.446286678314209,0.1875,nan,0.0
+batch,2,48,2.7185873985290527,0.125,nan,0.0
+batch,2,49,2.507530927658081,0.1875,nan,0.0
+batch,2,50,2.6879072189331055,0.125,nan,0.0
+batch,2,51,2.4992804527282715,0.1875,nan,0.0
+batch,2,52,2.698453903198242,0.0625,nan,0.0
+batch,2,53,2.7286486625671387,0.0625,nan,0.0
+batch,2,54,2.9889187812805176,0.125,nan,0.0
+batch,2,55,2.7206578254699707,0.125,nan,0.0
+batch,2,56,2.6171367168426514,0.125,nan,0.0
+batch,2,57,2.590208053588867,0.125,nan,0.0
+batch,2,58,2.5712413787841797,0.1875,nan,0.0
+batch,2,59,2.8946616649627686,0.0625,nan,0.0
+batch,2,60,2.7256851196289062,0.1875,nan,0.0
+batch,2,61,2.987877368927002,0.0625,nan,0.0
+batch,2,62,2.6833267211914062,0.1875,nan,0.0
+batch,2,63,2.3491408824920654,0.125,nan,0.0
+batch,2,64,2.462684154510498,0.25,nan,0.0
+batch,2,65,2.818634510040283,0.0625,nan,0.0
+batch,2,66,2.4188244342803955,0.25,nan,0.0
+batch,2,67,2.7153940200805664,0.125,nan,0.0
+batch,2,68,2.621471881866455,0.0625,nan,0.0
+batch,2,69,2.4834060668945312,0.3125,nan,0.0
+batch,2,70,2.454235076904297,0.125,nan,0.0
+batch,2,71,2.5856268405914307,0.0625,nan,0.0
+batch,2,72,2.6284332275390625,0.0,nan,0.0
+batch,2,73,2.7802469730377197,0.0625,nan,0.0
+batch,2,74,2.5055665969848633,0.125,nan,0.0
+batch,2,75,2.649689197540283,0.0625,nan,0.0
+batch,2,76,2.8036463260650635,0.125,nan,0.0
+batch,2,77,2.6928648948669434,0.125,nan,0.0
+batch,2,78,2.682988166809082,0.0625,nan,0.0
+batch,2,79,2.8677024841308594,0.0,nan,0.0
+batch,2,80,2.582383871078491,0.1875,nan,0.0
+batch,2,81,2.6838715076446533,0.25,nan,0.0
+batch,2,82,2.4813692569732666,0.1875,nan,0.0
+batch,2,83,2.2167725563049316,0.3125,nan,0.0
+batch,2,84,2.761214017868042,0.125,nan,0.0
+batch,2,85,2.472097396850586,0.375,nan,0.0
+batch,2,86,2.7028183937072754,0.125,nan,0.0
+batch,2,87,2.617039203643799,0.125,nan,0.0
+batch,2,88,2.481982469558716,0.125,nan,0.0
+batch,2,89,2.6158177852630615,0.3125,nan,0.0
+batch,2,90,2.5848007202148438,0.0625,nan,0.0
+batch,2,91,2.3054280281066895,0.0625,nan,0.0
+batch,2,92,2.829035758972168,0.0625,nan,0.0
+batch,2,93,2.8202250003814697,0.125,nan,0.0
+batch,2,94,2.7431726455688477,0.0625,nan,0.0
+batch,2,95,2.602292776107788,0.1875,nan,0.0
+batch,2,96,2.6444077491760254,0.125,nan,0.0
+batch,2,97,2.6140966415405273,0.0625,nan,0.0
+batch,2,98,2.5345473289489746,0.1875,nan,0.0
+batch,2,99,2.693610668182373,0.0625,nan,0.0
+batch,2,100,2.7454235553741455,0.125,nan,0.0
+batch,2,101,2.5799031257629395,0.1875,nan,0.0
+batch,2,102,2.7245826721191406,0.125,nan,0.0
+batch,2,103,2.671477794647217,0.0,nan,0.0
+batch,2,104,2.5967841148376465,0.1875,nan,0.0
+batch,2,105,2.7857131958007812,0.0625,nan,0.0
+batch,2,106,2.7180140018463135,0.0625,nan,0.0
+batch,2,107,2.5615415573120117,0.1875,nan,0.0
+batch,2,108,2.4478397369384766,0.1875,nan,0.0
+batch,2,109,2.588501214981079,0.3125,nan,0.0
+batch,2,110,2.718583106994629,0.0625,nan,0.0
+batch,2,111,2.5086770057678223,0.1875,nan,0.0
+batch,2,112,2.4844160079956055,0.25,nan,0.0
+batch,2,113,2.712372303009033,0.0625,nan,0.0
+batch,2,114,2.6714208126068115,0.25,nan,0.0
+batch,2,115,2.5391664505004883,0.1875,nan,0.0
+batch,2,116,2.447638988494873,0.125,nan,0.0
+batch,2,117,2.5899758338928223,0.3125,nan,0.0
+batch,2,118,2.5425467491149902,0.1875,nan,0.0
+batch,2,119,2.53964900970459,0.25,nan,0.0
+batch,2,120,2.6159112453460693,0.1875,nan,0.0
+batch,2,121,2.401874542236328,0.25,nan,0.0
+batch,2,122,2.562788486480713,0.1875,nan,0.0
+batch,2,123,2.675633430480957,0.1875,nan,0.0
+batch,2,124,2.424356460571289,0.125,nan,0.0
+batch,2,125,2.578606605529785,0.0,nan,0.0
+batch,2,126,2.5050771236419678,0.1875,nan,0.0
+batch,2,127,2.4162755012512207,0.3125,nan,0.0
+batch,2,128,2.682668924331665,0.0625,nan,0.0
+batch,2,129,2.618725299835205,0.1875,nan,0.0
+batch,2,130,2.4882867336273193,0.125,nan,0.0
+batch,2,131,2.5213541984558105,0.125,nan,0.0
+batch,2,132,2.5485036373138428,0.125,nan,0.0
+batch,2,133,2.4980673789978027,0.25,nan,0.0
+batch,2,134,2.582212448120117,0.125,nan,0.0
+batch,2,135,2.448117971420288,0.125,nan,0.0
+batch,2,136,2.3749442100524902,0.25,nan,0.0
+batch,2,137,2.415847063064575,0.25,nan,0.0
+batch,2,138,2.485917091369629,0.1875,nan,0.0
+batch,2,139,2.5316660404205322,0.125,nan,0.0
+batch,2,140,2.4591355323791504,0.0625,nan,0.0
+batch,2,141,2.4851114749908447,0.0625,nan,0.0
+batch,2,142,2.8536367416381836,0.25,nan,0.0
+batch,2,143,2.3419108390808105,0.25,nan,0.0
+batch,2,144,2.4963696002960205,0.1875,nan,0.0
+batch,2,145,2.6657145023345947,0.125,nan,0.0
+batch,2,146,2.7360410690307617,0.125,nan,0.0
+batch,2,147,2.707167625427246,0.0625,nan,0.0
+batch,2,148,2.6461386680603027,0.0625,nan,0.0
+batch,2,149,2.5886247158050537,0.1875,nan,0.0
+batch,2,150,2.4936728477478027,0.0,nan,0.0
+batch,2,151,2.5815987586975098,0.0625,nan,0.0
+batch,2,152,2.7572567462921143,0.0,nan,0.0
+batch,2,153,2.7239842414855957,0.1875,nan,0.0
+batch,2,154,2.699472188949585,0.0625,nan,0.0
+batch,2,155,2.7001099586486816,0.125,nan,0.0
+batch,2,156,2.665839195251465,0.125,nan,0.0
+batch,2,157,2.613691806793213,0.1875,nan,0.0
+batch,2,158,2.6121673583984375,0.125,nan,0.0
+batch,2,159,2.8679404258728027,0.0625,nan,0.0
+batch,2,160,2.3703079223632812,0.25,nan,0.0
+batch,2,161,2.339080810546875,0.25,nan,0.0
+batch,2,162,2.6751015186309814,0.0,nan,0.0
+batch,2,163,2.5453038215637207,0.125,nan,0.0
+batch,2,164,2.7404561042785645,0.1875,nan,0.0
+batch,2,165,2.2925562858581543,0.3125,nan,0.0
+batch,2,166,2.4756531715393066,0.125,nan,0.0
+batch,2,167,2.519329071044922,0.125,nan,0.0
+batch,2,168,2.5228779315948486,0.25,nan,0.0
+batch,2,169,2.5360989570617676,0.125,nan,0.0
+batch,2,170,2.7437784671783447,0.0625,nan,0.0
+batch,2,171,2.522766351699829,0.25,nan,0.0
+batch,2,172,2.5393025875091553,0.1875,nan,0.0
+batch,2,173,2.9626574516296387,0.0625,nan,0.0
+batch,2,174,2.565734386444092,0.125,nan,0.0
+batch,2,175,2.787471294403076,0.0625,nan,0.0
+batch,2,176,2.5387563705444336,0.125,nan,0.0
+batch,2,177,2.6826186180114746,0.125,nan,0.0
+batch,2,178,2.5908875465393066,0.0625,nan,0.0
+batch,2,179,2.6721997261047363,0.125,nan,0.0
+batch,2,180,2.7335524559020996,0.0625,nan,0.0
+batch,2,181,2.729343891143799,0.125,nan,0.0
+batch,2,182,2.59413480758667,0.25,nan,0.0
+batch,2,183,2.5610556602478027,0.3125,nan,0.0
+batch,2,184,2.675715446472168,0.125,nan,0.0
+batch,2,185,2.611935615539551,0.0625,nan,0.0
+batch,2,186,2.737884521484375,0.0625,nan,0.0
+batch,2,187,2.415156364440918,0.1875,nan,0.0
+batch,2,188,2.568671226501465,0.1875,nan,0.0
+batch,2,189,2.5348167419433594,0.25,nan,0.0
+batch,2,190,2.532803535461426,0.0625,nan,0.0
+batch,2,191,2.5579748153686523,0.0625,nan,0.0
+batch,2,192,2.6490678787231445,0.1875,nan,0.0
+batch,2,193,2.442664623260498,0.1875,nan,0.0
+batch,2,194,2.16809344291687,0.5,nan,0.0
+batch,2,195,2.6816821098327637,0.125,nan,0.0
+batch,2,196,2.3748297691345215,0.25,nan,0.0
+batch,2,197,2.4525046348571777,0.25,nan,0.0
+batch,2,198,2.2382028102874756,0.3125,nan,0.0
+batch,2,199,2.6194396018981934,0.1875,nan,0.0
+batch,2,200,2.3656816482543945,0.3125,nan,0.0
+batch,2,201,2.419459104537964,0.3125,nan,0.0
+batch,2,202,2.5791378021240234,0.1875,nan,0.0
+batch,2,203,2.264054298400879,0.375,nan,0.0
+batch,2,204,2.58450984954834,0.125,nan,0.0
+batch,2,205,2.6141629219055176,0.3125,nan,0.0
+batch,2,206,2.5088884830474854,0.125,nan,0.0
+batch,2,207,2.7233057022094727,0.0625,nan,0.0
+batch,2,208,2.6654434204101562,0.125,nan,0.0
+batch,2,209,2.649629592895508,0.125,nan,0.0
+batch,2,210,2.4085693359375,0.3125,nan,0.0
+batch,2,211,2.901202440261841,0.125,nan,0.0
+batch,2,212,2.5044374465942383,0.0625,nan,0.0
+batch,2,213,2.4398884773254395,0.3125,nan,0.0
+batch,2,214,2.6733365058898926,0.0625,nan,0.0
+batch,2,215,2.467853546142578,0.0625,nan,0.0
+batch,2,216,2.600362539291382,0.1875,nan,0.0
+batch,2,217,2.800766944885254,0.0,nan,0.0
+batch,2,218,2.7195887565612793,0.125,nan,0.0
+batch,2,219,2.5314853191375732,0.125,nan,0.0
+batch,2,220,2.5883755683898926,0.25,nan,0.0
+batch,2,221,2.6436731815338135,0.0625,nan,0.0
+batch,2,222,2.6469907760620117,0.0625,nan,0.0
+batch,2,223,2.573943614959717,0.0625,nan,0.0
+batch,2,224,2.336209774017334,0.25,nan,0.0
+batch,2,225,2.4432907104492188,0.25,nan,0.0
+batch,2,226,2.5624117851257324,0.1875,nan,0.0
+batch,2,227,2.6023101806640625,0.0625,nan,0.0
+batch,2,228,2.672551155090332,0.0625,nan,0.0
+batch,2,229,2.5235838890075684,0.1875,nan,0.0
+batch,2,230,2.5565991401672363,0.25,nan,0.0
+batch,2,231,2.360572099685669,0.125,nan,0.0
+batch,2,232,2.413377046585083,0.3125,nan,0.0
+batch,2,233,2.3609447479248047,0.25,nan,0.0
+batch,2,234,2.245177745819092,0.375,nan,0.0
+batch,2,235,2.484160900115967,0.1875,nan,0.0
+batch,2,236,2.6909823417663574,0.125,nan,0.0
+batch,2,237,2.2994418144226074,0.4375,nan,0.0
+batch,2,238,2.675168991088867,0.1875,nan,0.0
+batch,2,239,2.4795150756835938,0.0625,nan,0.0
+batch,2,240,2.4615392684936523,0.25,nan,0.0
+batch,2,241,2.7585394382476807,0.0625,nan,0.0
+batch,2,242,2.6936917304992676,0.125,nan,0.0
+batch,2,243,2.628126382827759,0.125,nan,0.0
+batch,2,244,2.4288837909698486,0.125,nan,0.0
+batch,2,245,2.6229043006896973,0.3125,nan,0.0
+batch,2,246,2.5043787956237793,0.125,nan,0.0
+batch,2,247,2.525418758392334,0.1875,nan,0.0
+batch,2,248,2.6760096549987793,0.0,nan,0.0
+batch,2,249,2.362321376800537,0.25,nan,0.0
+batch,2,250,2.4475769996643066,0.25,nan,0.0
+batch,2,251,2.495481014251709,0.0625,nan,0.0
+batch,2,252,2.6925220489501953,0.0,nan,0.0
+batch,2,253,2.650282859802246,0.1875,nan,0.0
+batch,2,254,2.4532155990600586,0.0625,nan,0.0
+batch,2,255,2.386557102203369,0.125,nan,0.0
+batch,2,256,2.468932867050171,0.0625,nan,0.0
+batch,2,257,2.692300319671631,0.0625,nan,0.0
+batch,2,258,2.5245590209960938,0.0625,nan,0.0
+batch,2,259,2.56679105758667,0.0625,nan,0.0
+batch,2,260,2.629347085952759,0.1875,nan,0.0
+batch,2,261,2.5744271278381348,0.0,nan,0.0
+batch,2,262,2.6600828170776367,0.1875,nan,0.0
+batch,2,263,2.4430036544799805,0.3125,nan,0.0
+batch,2,264,2.6003715991973877,0.1875,nan,0.0
+batch,2,265,2.688490390777588,0.1875,nan,0.0
+batch,2,266,2.6916093826293945,0.0,nan,0.0
+batch,2,267,2.683866024017334,0.1875,nan,0.0
+batch,2,268,2.666328191757202,0.0625,nan,0.0
+batch,2,269,2.478350877761841,0.1875,nan,0.0
+batch,2,270,2.5344855785369873,0.125,nan,0.0
+batch,2,271,2.535482883453369,0.0625,nan,0.0
+batch,2,272,2.5533976554870605,0.25,nan,0.0
+batch,2,273,2.5024642944335938,0.25,nan,0.0
+batch,2,274,2.87034273147583,0.0625,nan,0.0
+batch,2,275,2.693007469177246,0.125,nan,0.0
+batch,2,276,2.4793200492858887,0.0625,nan,0.0
+batch,2,277,2.4302220344543457,0.125,nan,0.0
+batch,2,278,2.4146313667297363,0.3125,nan,0.0
+batch,2,279,2.598031520843506,0.0625,nan,0.0
+batch,2,280,2.5966572761535645,0.0625,nan,0.0
+batch,2,281,2.635446071624756,0.125,nan,0.0
+batch,2,282,2.686246395111084,0.25,nan,0.0
+batch,2,283,2.5011281967163086,0.0625,nan,0.0
+batch,2,284,2.5479965209960938,0.1875,nan,0.0
+batch,2,285,2.6624393463134766,0.3125,nan,0.0
+batch,2,286,2.4925785064697266,0.1875,nan,0.0
+batch,2,287,2.5306646823883057,0.0625,nan,0.0
+batch,2,288,2.3943848609924316,0.1875,nan,0.0
+batch,2,289,2.6356875896453857,0.125,nan,0.0
+batch,2,290,2.5547292232513428,0.125,nan,0.0
+batch,2,291,2.498262643814087,0.125,nan,0.0
+batch,2,292,2.638284921646118,0.1875,nan,0.0
+batch,2,293,2.5103204250335693,0.125,nan,0.0
+batch,2,294,2.756782054901123,0.25,nan,0.0
+batch,2,295,2.6401944160461426,0.125,nan,0.0
+batch,2,296,2.566588878631592,0.1875,nan,0.0
+batch,2,297,2.732299327850342,0.25,nan,0.0
+batch,2,298,2.4475347995758057,0.1875,nan,0.0
+batch,2,299,2.5684499740600586,0.125,nan,0.0
+batch,2,300,2.4130449295043945,0.1875,nan,0.0
+batch,2,301,2.6728451251983643,0.0625,nan,0.0
+batch,2,302,2.6964268684387207,0.0,nan,0.0
+batch,2,303,2.688455104827881,0.125,nan,0.0
+batch,2,304,2.534627914428711,0.3125,nan,0.0
+batch,2,305,2.5150842666625977,0.125,nan,0.0
+batch,2,306,2.675978899002075,0.125,nan,0.0
+batch,2,307,2.6399521827697754,0.1875,nan,0.0
+batch,2,308,2.343651533126831,0.25,nan,0.0
+batch,2,309,2.5367069244384766,0.0625,nan,0.0
+batch,2,310,2.3498191833496094,0.0625,nan,0.0
+batch,2,311,2.426607370376587,0.0625,nan,0.0
+batch,2,312,2.5775394439697266,0.125,nan,0.0
+batch,2,313,2.5689868927001953,0.0625,nan,0.0
+batch,2,314,2.491753339767456,0.1875,nan,0.0
+batch,2,315,2.563579797744751,0.25,nan,0.0
+batch,2,316,2.5473642349243164,0.125,nan,0.0
+batch,2,317,2.487362861633301,0.125,nan,0.0
+batch,2,318,2.890740394592285,0.1875,nan,0.0
+batch,2,319,2.5634257793426514,0.3125,nan,0.0
+batch,2,320,2.795680522918701,0.0625,nan,0.0
+batch,2,321,2.4895176887512207,0.1875,nan,0.0
+batch,2,322,2.535461902618408,0.1875,nan,0.0
+batch,2,323,2.830880641937256,0.125,nan,0.0
+batch,2,324,2.6492629051208496,0.125,nan,0.0
+batch,2,325,2.462599277496338,0.1875,nan,0.0
+batch,2,326,2.529304027557373,0.0625,nan,0.0
+batch,2,327,2.605757236480713,0.1875,nan,0.0
+batch,2,328,2.3328731060028076,0.125,nan,0.0
+batch,2,329,2.6893649101257324,0.0625,nan,0.0
+batch,2,330,2.602749824523926,0.125,nan,0.0
+batch,2,331,2.285904884338379,0.125,nan,0.0
+batch,2,332,2.5852956771850586,0.125,nan,0.0
+batch,2,333,2.292811393737793,0.3125,nan,0.0
+batch,2,334,2.4231982231140137,0.25,nan,0.0
+batch,2,335,2.374847888946533,0.1875,nan,0.0
+batch,2,336,2.4605026245117188,0.0,nan,0.0
+batch,2,337,2.709944248199463,0.1875,nan,0.0
+batch,2,338,2.5881056785583496,0.0625,nan,0.0
+batch,2,339,2.6169469356536865,0.125,nan,0.0
+batch,2,340,2.3736319541931152,0.25,nan,0.0
+batch,2,341,2.565647840499878,0.1875,nan,0.0
+batch,2,342,2.6054859161376953,0.0,nan,0.0
+batch,2,343,2.482574462890625,0.25,nan,0.0
+batch,2,344,2.5906577110290527,0.125,nan,0.0
+batch,2,345,2.7669711112976074,0.0625,nan,0.0
+batch,2,346,2.418613910675049,0.125,nan,0.0
+batch,2,347,2.4929425716400146,0.25,nan,0.0
+batch,2,348,2.4961862564086914,0.1875,nan,0.0
+batch,2,349,2.7803478240966797,0.0625,nan,0.0
+batch,2,350,2.5944907665252686,0.25,nan,0.0
+batch,2,351,2.4890735149383545,0.1875,nan,0.0
+batch,2,352,2.3875648975372314,0.1875,nan,0.0
+batch,2,353,2.619459629058838,0.3125,nan,0.0
+batch,2,354,2.490541458129883,0.1875,nan,0.0
+batch,2,355,2.4176526069641113,0.125,nan,0.0
+batch,2,356,2.74991512298584,0.0625,nan,0.0
+batch,2,357,2.5979819297790527,0.125,nan,0.0
+batch,2,358,2.387352705001831,0.1875,nan,0.0
+batch,2,359,2.6857457160949707,0.0,nan,0.0
+batch,2,360,2.4864654541015625,0.1875,nan,0.0
+batch,2,361,2.5150198936462402,0.1875,nan,0.0
+batch,2,362,2.4098525047302246,0.0,nan,0.0
+batch,2,363,2.297649383544922,0.1875,nan,0.0
+batch,2,364,2.4982106685638428,0.125,nan,0.0
+batch,2,365,2.7842164039611816,0.125,nan,0.0
+batch,2,366,2.411170482635498,0.25,nan,0.0
+batch,2,367,2.6969096660614014,0.125,nan,0.0
+batch,2,368,2.8946964740753174,0.0625,nan,0.0
+batch,2,369,2.6058130264282227,0.25,nan,0.0
+batch,2,370,2.529416084289551,0.125,nan,0.0
+batch,2,371,2.6577677726745605,0.125,nan,0.0
+batch,2,372,2.553636074066162,0.1875,nan,0.0
+batch,2,373,2.6242427825927734,0.1875,nan,0.0
+batch,2,374,2.5115432739257812,0.125,nan,0.0
+batch,2,375,2.4887704849243164,0.125,nan,0.0
+batch,2,376,2.69809889793396,0.0,nan,0.0
+batch,2,377,2.4469945430755615,0.125,nan,0.0
+batch,2,378,2.6488752365112305,0.125,nan,0.0
+batch,2,379,2.37255859375,0.125,nan,0.0
+batch,2,380,2.6898810863494873,0.125,nan,0.0
+batch,2,381,2.4803977012634277,0.1875,nan,0.0
+batch,2,382,2.5824036598205566,0.25,nan,0.0
+batch,2,383,2.618384838104248,0.125,nan,0.0
+batch,2,384,2.4691238403320312,0.125,nan,0.0
+batch,2,385,2.4550023078918457,0.0625,nan,0.0
+batch,2,386,2.5502161979675293,0.1875,nan,0.0
+batch,2,387,2.5527467727661133,0.125,nan,0.0
+batch,2,388,2.544445037841797,0.0625,nan,0.0
+batch,2,389,2.4232168197631836,0.3125,nan,0.0
+batch,2,390,2.6178579330444336,0.1875,nan,0.0
+batch,2,391,2.441425323486328,0.1875,nan,0.0
+batch,2,392,2.5313591957092285,0.0,nan,0.0
+batch,2,393,2.503796100616455,0.25,nan,0.0
+batch,2,394,2.505885124206543,0.125,nan,0.0
+batch,2,395,2.708122968673706,0.0,nan,0.0
+batch,2,396,2.7381482124328613,0.0625,nan,0.0
+batch,2,397,2.385901689529419,0.0625,nan,0.0
+batch,2,398,2.0962040424346924,0.375,nan,0.0
+batch,2,399,2.6376166343688965,0.0,nan,0.0
+batch,2,400,2.4352669715881348,0.1875,nan,0.0
+batch,2,401,2.5633935928344727,0.125,nan,0.0
+batch,2,402,2.275010347366333,0.25,nan,0.0
+batch,2,403,2.588965654373169,0.125,nan,0.0
+batch,2,404,2.646679401397705,0.0625,nan,0.0
+batch,2,405,2.7069032192230225,0.0625,nan,0.0
+batch,2,406,2.5834922790527344,0.0625,nan,0.0
+batch,2,407,2.311577081680298,0.1875,nan,0.0
+batch,2,408,2.306671619415283,0.25,nan,0.0
+batch,2,409,2.5826690196990967,0.1875,nan,0.0
+batch,2,410,2.5311787128448486,0.3125,nan,0.0
+batch,2,411,2.7755510807037354,0.0625,nan,0.0
+batch,2,412,2.560070514678955,0.125,nan,0.0
+batch,2,413,2.4349818229675293,0.0625,nan,0.0
+batch,2,414,2.647974967956543,0.0625,nan,0.0
+batch,2,415,2.5332858562469482,0.125,nan,0.0
+batch,2,416,2.3678090572357178,0.125,nan,0.0
+batch,2,417,2.764453411102295,0.0625,nan,0.0
+batch,2,418,2.7814769744873047,0.0625,nan,0.0
+batch,2,419,2.5115694999694824,0.125,nan,0.0
+batch,2,420,2.370023250579834,0.3125,nan,0.0
+batch,2,421,2.5026254653930664,0.1875,nan,0.0
+batch,2,422,2.492084503173828,0.1875,nan,0.0
+batch,2,423,2.919607639312744,0.0625,nan,0.0
+batch,2,424,2.6567535400390625,0.0625,nan,0.0
+batch,2,425,2.664867877960205,0.125,nan,0.0
+batch,2,426,2.5621657371520996,0.125,nan,0.0
+batch,2,427,2.5907397270202637,0.125,nan,0.0
+batch,2,428,2.568976879119873,0.0625,nan,0.0
+batch,2,429,2.3333215713500977,0.25,nan,0.0
+batch,2,430,2.632326364517212,0.125,nan,0.0
+batch,2,431,2.759281635284424,0.0625,nan,0.0
+batch,2,432,2.8215057849884033,0.125,nan,0.0
+batch,2,433,2.3865866661071777,0.25,nan,0.0
+batch,2,434,2.5062167644500732,0.375,nan,0.0
+batch,2,435,2.500767230987549,0.125,nan,0.0
+batch,2,436,2.451507568359375,0.1875,nan,0.0
+batch,2,437,2.4677248001098633,0.0625,nan,0.0
+batch,2,438,2.6115031242370605,0.0625,nan,0.0
+batch,2,439,2.377152442932129,0.125,nan,0.0
+batch,2,440,2.428929328918457,0.1875,nan,0.0
+batch,2,441,2.5853800773620605,0.25,nan,0.0
+batch,2,442,2.521620750427246,0.0625,nan,0.0
+batch,2,443,2.3771934509277344,0.25,nan,0.0
+batch,2,444,2.331864356994629,0.125,nan,0.0
+batch,2,445,2.4735803604125977,0.125,nan,0.0
+batch,2,446,2.533181667327881,0.125,nan,0.0
+batch,2,447,2.5674638748168945,0.25,nan,0.0
+batch,2,448,2.573054313659668,0.1875,nan,0.0
+batch,2,449,2.621541976928711,0.0625,nan,0.0
+batch,2,450,2.3828840255737305,0.0625,nan,0.0
+batch,2,451,2.677093982696533,0.0625,nan,0.0
+batch,2,452,2.4096932411193848,0.375,nan,0.0
+batch,2,453,2.559298276901245,0.125,nan,0.0
+batch,2,454,2.774556875228882,0.0625,nan,0.0
+batch,2,455,2.907322883605957,0.125,nan,0.0
+batch,2,456,2.365405559539795,0.1875,nan,0.0
+batch,2,457,2.12539005279541,0.375,nan,0.0
+batch,2,458,2.500857353210449,0.25,nan,0.0
+batch,2,459,2.4304258823394775,0.25,nan,0.0
+batch,2,460,2.602954387664795,0.1875,nan,0.0
+batch,2,461,2.5197010040283203,0.25,nan,0.0
+batch,2,462,2.7680788040161133,0.0625,nan,0.0
+batch,2,463,2.5079078674316406,0.0625,nan,0.0
+batch,2,464,2.492724657058716,0.1875,nan,0.0
+batch,2,465,2.5681934356689453,0.0625,nan,0.0
+batch,2,466,2.5186195373535156,0.25,nan,0.0
+batch,2,467,2.571951389312744,0.125,nan,0.0
+batch,2,468,2.4690375328063965,0.125,nan,0.0
+batch,2,469,2.6125922203063965,0.125,nan,0.0
+batch,2,470,2.280669927597046,0.3125,nan,0.0
+batch,2,471,2.5560052394866943,0.1875,nan,0.0
+batch,2,472,2.6412343978881836,0.0625,nan,0.0
+batch,2,473,2.5701088905334473,0.125,nan,0.0
+batch,2,474,2.814060688018799,0.1875,nan,0.0
+batch,2,475,2.4042673110961914,0.25,nan,0.0
+batch,2,476,2.108029365539551,0.3125,nan,0.0
+batch,2,477,2.709961414337158,0.1875,nan,0.0
+batch,2,478,2.3994367122650146,0.1875,nan,0.0
+batch,2,479,2.3952536582946777,0.1875,nan,0.0
+batch,2,480,2.738492012023926,0.0625,nan,0.0
+batch,2,481,2.3902840614318848,0.0625,nan,0.0
+batch,2,482,2.135608434677124,0.4375,nan,0.0
+batch,2,483,2.199216365814209,0.1875,nan,0.0
+batch,2,484,2.434683322906494,0.375,nan,0.0
+batch,2,485,2.6906216144561768,0.125,nan,0.0
+batch,2,486,2.589334011077881,0.0,nan,0.0
+batch,2,487,2.5220117568969727,0.25,nan,0.0
+batch,2,488,2.857910633087158,0.0,nan,0.0
+batch,2,489,2.490196466445923,0.125,nan,0.0
+batch,2,490,2.5064239501953125,0.125,nan,0.0
+batch,2,491,2.5389981269836426,0.0625,nan,0.0
+batch,2,492,2.5522541999816895,0.25,nan,0.0
+batch,2,493,2.4207987785339355,0.25,nan,0.0
+batch,2,494,2.4964332580566406,0.125,nan,0.0
+batch,2,495,2.256140947341919,0.375,nan,0.0
+batch,2,496,2.759765148162842,0.0,nan,0.0
+batch,2,497,2.528568744659424,0.0625,nan,0.0
+batch,2,498,2.4559316635131836,0.125,nan,0.0
+batch,2,499,2.4890215396881104,0.0,nan,0.0
+batch,2,500,2.082108974456787,0.25,nan,0.0
+batch,2,501,2.807772159576416,0.0,nan,0.0
+batch,2,502,2.4742870330810547,0.125,nan,0.0
+batch,2,503,2.56801438331604,0.1875,nan,0.0
+batch,2,504,2.30245304107666,0.375,nan,0.0
+batch,2,505,2.3016257286071777,0.3125,nan,0.0
+batch,2,506,2.84501314163208,0.125,nan,0.0
+batch,2,507,2.2624454498291016,0.375,nan,0.0
+batch,2,508,2.505779504776001,0.125,nan,0.0
+batch,2,509,2.592618227005005,0.0,nan,0.0
+epoch,2,-1,2.569480010023767,0.1510544384502207,nan,59.16310095787048
+batch,3,0,2.6026298999786377,0.0625,nan,0.0
+batch,3,1,2.4168217182159424,0.1875,nan,0.0
+batch,3,2,2.3542611598968506,0.1875,nan,0.0
+batch,3,3,2.4344029426574707,0.1875,nan,0.0
+batch,3,4,2.315247058868408,0.25,nan,0.0
+batch,3,5,2.424889087677002,0.125,nan,0.0
+batch,3,6,2.621706962585449,0.1875,nan,0.0
+batch,3,7,2.251349687576294,0.375,nan,0.0
+batch,3,8,2.4123988151550293,0.1875,nan,0.0
+batch,3,9,2.360443592071533,0.1875,nan,0.0
+batch,3,10,2.462124824523926,0.25,nan,0.0
+batch,3,11,2.623098611831665,0.1875,nan,0.0
+batch,3,12,2.6275594234466553,0.1875,nan,0.0
+batch,3,13,2.1379637718200684,0.25,nan,0.0
+batch,3,14,2.139223098754883,0.375,nan,0.0
+batch,3,15,2.6383113861083984,0.125,nan,0.0
+batch,3,16,2.493427038192749,0.1875,nan,0.0
+batch,3,17,2.4930078983306885,0.125,nan,0.0
+batch,3,18,2.5162463188171387,0.25,nan,0.0
+batch,3,19,2.4964287281036377,0.1875,nan,0.0
+batch,3,20,2.340014934539795,0.0625,nan,0.0
+batch,3,21,2.5296363830566406,0.125,nan,0.0
+batch,3,22,2.727961540222168,0.0625,nan,0.0
+batch,3,23,2.5102734565734863,0.1875,nan,0.0
+batch,3,24,2.5245964527130127,0.1875,nan,0.0
+batch,3,25,2.557562828063965,0.125,nan,0.0
+batch,3,26,2.647088050842285,0.125,nan,0.0
+batch,3,27,2.4033117294311523,0.1875,nan,0.0
+batch,3,28,2.6292412281036377,0.125,nan,0.0
+batch,3,29,2.9324746131896973,0.0,nan,0.0
+batch,3,30,2.529587984085083,0.0,nan,0.0
+batch,3,31,2.6226072311401367,0.0625,nan,0.0
+batch,3,32,2.548224925994873,0.125,nan,0.0
+batch,3,33,2.4937233924865723,0.0625,nan,0.0
+batch,3,34,2.291959762573242,0.25,nan,0.0
+batch,3,35,2.4661316871643066,0.125,nan,0.0
+batch,3,36,2.5238137245178223,0.0625,nan,0.0
+batch,3,37,2.4307007789611816,0.3125,nan,0.0
+batch,3,38,2.7213761806488037,0.125,nan,0.0
+batch,3,39,2.6751675605773926,0.0625,nan,0.0
+batch,3,40,2.301386594772339,0.125,nan,0.0
+batch,3,41,2.488649368286133,0.1875,nan,0.0
+batch,3,42,2.4430599212646484,0.125,nan,0.0
+batch,3,43,2.3404541015625,0.25,nan,0.0
+batch,3,44,2.3799052238464355,0.125,nan,0.0
+batch,3,45,2.2514781951904297,0.25,nan,0.0
+batch,3,46,2.3068416118621826,0.1875,nan,0.0
+batch,3,47,2.2045249938964844,0.375,nan,0.0
+batch,3,48,2.3732693195343018,0.125,nan,0.0
+batch,3,49,2.3372788429260254,0.1875,nan,0.0
+batch,3,50,2.3363888263702393,0.3125,nan,0.0
+batch,3,51,2.5667121410369873,0.0625,nan,0.0
+batch,3,52,2.511354684829712,0.0625,nan,0.0
+batch,3,53,2.398249626159668,0.1875,nan,0.0
+batch,3,54,2.2066073417663574,0.1875,nan,0.0
+batch,3,55,2.6950669288635254,0.125,nan,0.0
+batch,3,56,2.3116626739501953,0.125,nan,0.0
+batch,3,57,2.3443009853363037,0.1875,nan,0.0
+batch,3,58,2.392967939376831,0.0625,nan,0.0
+batch,3,59,2.5042505264282227,0.1875,nan,0.0
+batch,3,60,2.0869505405426025,0.25,nan,0.0
+batch,3,61,2.8156230449676514,0.0,nan,0.0
+batch,3,62,2.621077299118042,0.0625,nan,0.0
+batch,3,63,2.3734612464904785,0.375,nan,0.0
+batch,3,64,2.2094364166259766,0.25,nan,0.0
+batch,3,65,2.4883601665496826,0.125,nan,0.0
+batch,3,66,2.563295364379883,0.125,nan,0.0
+batch,3,67,2.422262191772461,0.125,nan,0.0
+batch,3,68,2.3458852767944336,0.3125,nan,0.0
+batch,3,69,2.475827217102051,0.0625,nan,0.0
+batch,3,70,2.442978620529175,0.0625,nan,0.0
+batch,3,71,2.469005823135376,0.0625,nan,0.0
+batch,3,72,2.3730337619781494,0.125,nan,0.0
+batch,3,73,2.388235569000244,0.125,nan,0.0
+batch,3,74,2.4131627082824707,0.0625,nan,0.0
+batch,3,75,2.4834275245666504,0.125,nan,0.0
+batch,3,76,2.393413543701172,0.25,nan,0.0
+batch,3,77,2.6782023906707764,0.0625,nan,0.0
+batch,3,78,2.461818218231201,0.125,nan,0.0
+batch,3,79,2.360053539276123,0.0625,nan,0.0
+batch,3,80,2.422807216644287,0.25,nan,0.0
+batch,3,81,2.132974624633789,0.375,nan,0.0
+batch,3,82,2.2240545749664307,0.3125,nan,0.0
+batch,3,83,2.6198861598968506,0.0625,nan,0.0
+batch,3,84,2.7324419021606445,0.0,nan,0.0
+batch,3,85,2.5582363605499268,0.25,nan,0.0
+batch,3,86,2.626258134841919,0.125,nan,0.0
+batch,3,87,2.404305934906006,0.125,nan,0.0
+batch,3,88,2.66255521774292,0.0,nan,0.0
+batch,3,89,2.4859299659729004,0.0625,nan,0.0
+batch,3,90,2.4703774452209473,0.3125,nan,0.0
+batch,3,91,2.4263625144958496,0.125,nan,0.0
+batch,3,92,2.641223669052124,0.125,nan,0.0
+batch,3,93,2.5756218433380127,0.125,nan,0.0
+batch,3,94,2.4823386669158936,0.25,nan,0.0
+batch,3,95,2.417574405670166,0.25,nan,0.0
+batch,3,96,2.4365646839141846,0.3125,nan,0.0
+batch,3,97,2.4785046577453613,0.25,nan,0.0
+batch,3,98,2.4983062744140625,0.0625,nan,0.0
+batch,3,99,2.352691173553467,0.125,nan,0.0
+batch,3,100,2.516268253326416,0.0625,nan,0.0
+batch,3,101,2.3334150314331055,0.25,nan,0.0
+batch,3,102,2.7043747901916504,0.0,nan,0.0
+batch,3,103,2.778566837310791,0.125,nan,0.0
+batch,3,104,2.538771867752075,0.0625,nan,0.0
+batch,3,105,2.221926689147949,0.1875,nan,0.0
+batch,3,106,2.4830098152160645,0.125,nan,0.0
+batch,3,107,2.4874637126922607,0.0625,nan,0.0
+batch,3,108,2.2406773567199707,0.125,nan,0.0
+batch,3,109,2.3231234550476074,0.3125,nan,0.0
+batch,3,110,2.32989501953125,0.3125,nan,0.0
+batch,3,111,2.3388566970825195,0.125,nan,0.0
+batch,3,112,2.44679856300354,0.25,nan,0.0
+batch,3,113,2.4413256645202637,0.375,nan,0.0
+batch,3,114,2.519011974334717,0.3125,nan,0.0
+batch,3,115,2.4799983501434326,0.25,nan,0.0
+batch,3,116,2.334183692932129,0.1875,nan,0.0
+batch,3,117,2.456266403198242,0.0625,nan,0.0
+batch,3,118,2.724853515625,0.1875,nan,0.0
+batch,3,119,2.499697685241699,0.0625,nan,0.0
+batch,3,120,2.5687105655670166,0.0625,nan,0.0
+batch,3,121,2.3180761337280273,0.1875,nan,0.0
+batch,3,122,2.558854579925537,0.0,nan,0.0
+batch,3,123,2.3779587745666504,0.125,nan,0.0
+batch,3,124,2.6683151721954346,0.0625,nan,0.0
+batch,3,125,2.5694851875305176,0.0625,nan,0.0
+batch,3,126,2.7179694175720215,0.0625,nan,0.0
+batch,3,127,2.345980405807495,0.1875,nan,0.0
+batch,3,128,2.431936502456665,0.25,nan,0.0
+batch,3,129,2.425360679626465,0.1875,nan,0.0
+batch,3,130,2.4735589027404785,0.125,nan,0.0
+batch,3,131,2.522562026977539,0.125,nan,0.0
+batch,3,132,2.5084805488586426,0.1875,nan,0.0
+batch,3,133,2.4086287021636963,0.25,nan,0.0
+batch,3,134,2.5094828605651855,0.0625,nan,0.0
+batch,3,135,2.505002975463867,0.1875,nan,0.0
+batch,3,136,2.3806166648864746,0.3125,nan,0.0
+batch,3,137,2.481175184249878,0.125,nan,0.0
+batch,3,138,2.5283315181732178,0.125,nan,0.0
+batch,3,139,2.2039854526519775,0.1875,nan,0.0
+batch,3,140,2.3986377716064453,0.1875,nan,0.0
+batch,3,141,2.6831488609313965,0.1875,nan,0.0
+batch,3,142,2.677785873413086,0.1875,nan,0.0
+batch,3,143,2.5964267253875732,0.3125,nan,0.0
+batch,3,144,2.4183602333068848,0.125,nan,0.0
+batch,3,145,2.811664342880249,0.0625,nan,0.0
+batch,3,146,2.5840437412261963,0.0625,nan,0.0
+batch,3,147,2.491262912750244,0.25,nan,0.0
+batch,3,148,1.9354004859924316,0.5,nan,0.0
+batch,3,149,2.356344699859619,0.3125,nan,0.0
+batch,3,150,2.416414499282837,0.25,nan,0.0
+batch,3,151,2.5913500785827637,0.125,nan,0.0
+batch,3,152,2.3766422271728516,0.25,nan,0.0
+batch,3,153,2.704720973968506,0.125,nan,0.0
+batch,3,154,2.344529151916504,0.25,nan,0.0
+batch,3,155,2.4322962760925293,0.125,nan,0.0
+batch,3,156,2.6990604400634766,0.125,nan,0.0
+batch,3,157,2.63978910446167,0.0625,nan,0.0
+batch,3,158,2.662808418273926,0.25,nan,0.0
+batch,3,159,2.503596544265747,0.125,nan,0.0
+batch,3,160,2.592860460281372,0.0625,nan,0.0
+batch,3,161,2.4050562381744385,0.1875,nan,0.0
+batch,3,162,2.5141797065734863,0.25,nan,0.0
+batch,3,163,2.71299409866333,0.0625,nan,0.0
+batch,3,164,2.537644386291504,0.1875,nan,0.0
+batch,3,165,2.2208523750305176,0.25,nan,0.0
+batch,3,166,2.578587055206299,0.1875,nan,0.0
+batch,3,167,2.5010266304016113,0.125,nan,0.0
+batch,3,168,2.566911220550537,0.1875,nan,0.0
+batch,3,169,2.442013740539551,0.3125,nan,0.0
+batch,3,170,2.4954261779785156,0.125,nan,0.0
+batch,3,171,2.58272647857666,0.1875,nan,0.0
+batch,3,172,2.300741195678711,0.1875,nan,0.0
+batch,3,173,2.319180965423584,0.25,nan,0.0
+batch,3,174,2.5064969062805176,0.0625,nan,0.0
+batch,3,175,2.4697000980377197,0.1875,nan,0.0
+batch,3,176,2.096010684967041,0.25,nan,0.0
+batch,3,177,2.445507049560547,0.125,nan,0.0
+batch,3,178,2.5516233444213867,0.0625,nan,0.0
+batch,3,179,2.7950992584228516,0.0625,nan,0.0
+batch,3,180,2.411163330078125,0.25,nan,0.0
+batch,3,181,2.6560378074645996,0.125,nan,0.0
+batch,3,182,2.4576780796051025,0.25,nan,0.0
+batch,3,183,2.647148609161377,0.0625,nan,0.0
+batch,3,184,2.4874305725097656,0.0625,nan,0.0
+batch,3,185,2.258296489715576,0.3125,nan,0.0
+batch,3,186,2.4625163078308105,0.125,nan,0.0
+batch,3,187,2.588735580444336,0.3125,nan,0.0
+batch,3,188,2.6132731437683105,0.125,nan,0.0
+batch,3,189,2.622858762741089,0.1875,nan,0.0
+batch,3,190,2.434659481048584,0.125,nan,0.0
+batch,3,191,2.686798572540283,0.125,nan,0.0
+batch,3,192,2.289562940597534,0.1875,nan,0.0
+batch,3,193,2.8038291931152344,0.1875,nan,0.0
+batch,3,194,2.4539318084716797,0.25,nan,0.0
+batch,3,195,2.3384320735931396,0.1875,nan,0.0
+batch,3,196,2.3406870365142822,0.0625,nan,0.0
+batch,3,197,2.426347494125366,0.1875,nan,0.0
+batch,3,198,2.435120105743408,0.25,nan,0.0
+batch,3,199,2.389995574951172,0.1875,nan,0.0
+batch,3,200,2.2671923637390137,0.25,nan,0.0
+batch,3,201,2.348463296890259,0.125,nan,0.0
+batch,3,202,2.4505512714385986,0.1875,nan,0.0
+batch,3,203,2.5139498710632324,0.0625,nan,0.0
+batch,3,204,2.341294765472412,0.125,nan,0.0
+batch,3,205,2.4509644508361816,0.125,nan,0.0
+batch,3,206,2.683342456817627,0.125,nan,0.0
+batch,3,207,2.471342086791992,0.1875,nan,0.0
+batch,3,208,2.2525994777679443,0.1875,nan,0.0
+batch,3,209,2.2308993339538574,0.3125,nan,0.0
+batch,3,210,2.452333927154541,0.125,nan,0.0
+batch,3,211,2.591024398803711,0.0,nan,0.0
+batch,3,212,2.58200740814209,0.0625,nan,0.0
+batch,3,213,2.2533884048461914,0.375,nan,0.0
+batch,3,214,2.48176908493042,0.25,nan,0.0
+batch,3,215,2.3855528831481934,0.1875,nan,0.0
+batch,3,216,2.279047727584839,0.3125,nan,0.0
+batch,3,217,2.48637318611145,0.1875,nan,0.0
+batch,3,218,2.5635428428649902,0.25,nan,0.0
+batch,3,219,2.3246946334838867,0.125,nan,0.0
+batch,3,220,2.6982271671295166,0.1875,nan,0.0
+batch,3,221,2.5608294010162354,0.0,nan,0.0
+batch,3,222,2.410113573074341,0.1875,nan,0.0
+batch,3,223,2.421544075012207,0.25,nan,0.0
+batch,3,224,2.497175693511963,0.125,nan,0.0
+batch,3,225,2.602738857269287,0.125,nan,0.0
+batch,3,226,2.5112295150756836,0.3125,nan,0.0
+batch,3,227,2.4582347869873047,0.25,nan,0.0
+batch,3,228,2.5672788619995117,0.0,nan,0.0
+batch,3,229,2.5299386978149414,0.125,nan,0.0
+batch,3,230,2.3654098510742188,0.1875,nan,0.0
+batch,3,231,2.310220241546631,0.0625,nan,0.0
+batch,3,232,2.3846328258514404,0.25,nan,0.0
+batch,3,233,2.3580322265625,0.1875,nan,0.0
+batch,3,234,2.4457790851593018,0.1875,nan,0.0
+batch,3,235,2.6183724403381348,0.0625,nan,0.0
+batch,3,236,2.491218090057373,0.0625,nan,0.0
+batch,3,237,2.5152196884155273,0.1875,nan,0.0
+batch,3,238,2.464137554168701,0.0,nan,0.0
+batch,3,239,2.4604439735412598,0.25,nan,0.0
+batch,3,240,2.6290130615234375,0.0625,nan,0.0
+batch,3,241,2.2344865798950195,0.1875,nan,0.0
+batch,3,242,2.2809877395629883,0.25,nan,0.0
+batch,3,243,2.6281871795654297,0.125,nan,0.0
+batch,3,244,2.3399782180786133,0.125,nan,0.0
+batch,3,245,2.1789469718933105,0.4375,nan,0.0
+batch,3,246,2.2835192680358887,0.4375,nan,0.0
+batch,3,247,2.30617618560791,0.125,nan,0.0
+batch,3,248,2.426644802093506,0.1875,nan,0.0
+batch,3,249,2.233886480331421,0.125,nan,0.0
+batch,3,250,2.2870516777038574,0.3125,nan,0.0
+batch,3,251,2.4815139770507812,0.125,nan,0.0
+batch,3,252,2.6352577209472656,0.0625,nan,0.0
+batch,3,253,2.4494049549102783,0.1875,nan,0.0
+batch,3,254,2.0639290809631348,0.3125,nan,0.0
+batch,3,255,2.3931310176849365,0.25,nan,0.0
+batch,3,256,2.666123867034912,0.125,nan,0.0
+batch,3,257,2.330618143081665,0.125,nan,0.0
+batch,3,258,2.782184362411499,0.125,nan,0.0
+batch,3,259,2.673527717590332,0.125,nan,0.0
+batch,3,260,2.2967770099639893,0.125,nan,0.0
+batch,3,261,2.439927339553833,0.125,nan,0.0
+batch,3,262,2.3206586837768555,0.25,nan,0.0
+batch,3,263,2.5524325370788574,0.1875,nan,0.0
+batch,3,264,2.555748224258423,0.25,nan,0.0
+batch,3,265,2.4143571853637695,0.1875,nan,0.0
+batch,3,266,2.4841675758361816,0.375,nan,0.0
+batch,3,267,2.3708395957946777,0.125,nan,0.0
+batch,3,268,2.450483798980713,0.125,nan,0.0
+batch,3,269,2.3954124450683594,0.3125,nan,0.0
+batch,3,270,2.408376693725586,0.125,nan,0.0
+batch,3,271,2.6674418449401855,0.0625,nan,0.0
+batch,3,272,2.3419182300567627,0.3125,nan,0.0
+batch,3,273,2.233351707458496,0.3125,nan,0.0
+batch,3,274,2.292398691177368,0.3125,nan,0.0
+batch,3,275,2.6258716583251953,0.125,nan,0.0
+batch,3,276,2.3229446411132812,0.25,nan,0.0
+batch,3,277,2.2437753677368164,0.3125,nan,0.0
+batch,3,278,2.3375816345214844,0.1875,nan,0.0
+batch,3,279,2.4073004722595215,0.125,nan,0.0
+batch,3,280,2.478506326675415,0.375,nan,0.0
+batch,3,281,2.2433841228485107,0.3125,nan,0.0
+batch,3,282,2.36838960647583,0.1875,nan,0.0
+batch,3,283,2.2519023418426514,0.25,nan,0.0
+batch,3,284,2.3839190006256104,0.1875,nan,0.0
+batch,3,285,2.5281484127044678,0.25,nan,0.0
+batch,3,286,2.5116729736328125,0.1875,nan,0.0
+batch,3,287,2.2835259437561035,0.1875,nan,0.0
+batch,3,288,2.6597325801849365,0.125,nan,0.0
+batch,3,289,2.3414368629455566,0.125,nan,0.0
+batch,3,290,2.169217586517334,0.1875,nan,0.0
+batch,3,291,2.443490743637085,0.125,nan,0.0
+batch,3,292,2.4069290161132812,0.1875,nan,0.0
+batch,3,293,2.378999710083008,0.0625,nan,0.0
+batch,3,294,2.4502696990966797,0.1875,nan,0.0
+batch,3,295,2.5468947887420654,0.1875,nan,0.0
+batch,3,296,2.4654340744018555,0.1875,nan,0.0
+batch,3,297,2.596276044845581,0.0,nan,0.0
+batch,3,298,2.3973135948181152,0.125,nan,0.0
+batch,3,299,2.5238358974456787,0.25,nan,0.0
+batch,3,300,2.426623821258545,0.25,nan,0.0
+batch,3,301,2.430798053741455,0.1875,nan,0.0
+batch,3,302,2.428395986557007,0.1875,nan,0.0
+batch,3,303,2.4436750411987305,0.125,nan,0.0
+batch,3,304,2.471146583557129,0.0,nan,0.0
+batch,3,305,2.4721713066101074,0.125,nan,0.0
+batch,3,306,2.4510371685028076,0.1875,nan,0.0
+batch,3,307,2.3009443283081055,0.1875,nan,0.0
+batch,3,308,2.240386486053467,0.1875,nan,0.0
+batch,3,309,2.535844326019287,0.0625,nan,0.0
+batch,3,310,2.2570619583129883,0.25,nan,0.0
+batch,3,311,2.4178919792175293,0.125,nan,0.0
+batch,3,312,2.4455997943878174,0.0625,nan,0.0
+batch,3,313,2.4539694786071777,0.1875,nan,0.0
+batch,3,314,2.6707282066345215,0.0625,nan,0.0
+batch,3,315,2.321747303009033,0.0625,nan,0.0
+batch,3,316,2.495633363723755,0.1875,nan,0.0
+batch,3,317,2.4516658782958984,0.1875,nan,0.0
+batch,3,318,2.4649569988250732,0.0625,nan,0.0
+batch,3,319,2.224421262741089,0.1875,nan,0.0
+batch,3,320,2.6040186882019043,0.25,nan,0.0
+batch,3,321,2.104306697845459,0.375,nan,0.0
+batch,3,322,2.688100814819336,0.0625,nan,0.0
+batch,3,323,2.501636505126953,0.125,nan,0.0
+batch,3,324,2.451845645904541,0.1875,nan,0.0
+batch,3,325,2.4907023906707764,0.125,nan,0.0
+batch,3,326,2.454995632171631,0.125,nan,0.0
+batch,3,327,2.1773629188537598,0.375,nan,0.0
+batch,3,328,2.7671380043029785,0.125,nan,0.0
+batch,3,329,2.730062961578369,0.0625,nan,0.0
+batch,3,330,2.5251002311706543,0.125,nan,0.0
+batch,3,331,2.378542423248291,0.1875,nan,0.0
+batch,3,332,2.3360767364501953,0.1875,nan,0.0
+batch,3,333,2.2656702995300293,0.25,nan,0.0
+batch,3,334,2.470438003540039,0.0625,nan,0.0
+batch,3,335,2.424250841140747,0.1875,nan,0.0
+batch,3,336,2.626448392868042,0.1875,nan,0.0
+batch,3,337,2.687652587890625,0.125,nan,0.0
+batch,3,338,2.5363924503326416,0.0625,nan,0.0
+batch,3,339,2.45389986038208,0.1875,nan,0.0
+batch,3,340,2.53889799118042,0.1875,nan,0.0
+batch,3,341,2.3531532287597656,0.3125,nan,0.0
+batch,3,342,2.4145445823669434,0.0625,nan,0.0
+batch,3,343,2.5546250343322754,0.0625,nan,0.0
+batch,3,344,2.334275245666504,0.125,nan,0.0
+batch,3,345,2.2718095779418945,0.25,nan,0.0
+batch,3,346,2.3183279037475586,0.3125,nan,0.0
+batch,3,347,2.2691988945007324,0.25,nan,0.0
+batch,3,348,2.7100446224212646,0.1875,nan,0.0
+batch,3,349,2.5624842643737793,0.25,nan,0.0
+batch,3,350,2.3451881408691406,0.3125,nan,0.0
+batch,3,351,2.4287123680114746,0.25,nan,0.0
+batch,3,352,2.5988290309906006,0.0625,nan,0.0
+batch,3,353,2.5969765186309814,0.125,nan,0.0
+batch,3,354,2.672975540161133,0.125,nan,0.0
+batch,3,355,2.6636271476745605,0.0625,nan,0.0
+batch,3,356,2.4671413898468018,0.125,nan,0.0
+batch,3,357,2.6293559074401855,0.0625,nan,0.0
+batch,3,358,2.509531021118164,0.3125,nan,0.0
+batch,3,359,2.345715045928955,0.375,nan,0.0
+batch,3,360,2.68334698677063,0.125,nan,0.0
+batch,3,361,2.466322898864746,0.1875,nan,0.0
+batch,3,362,2.205770492553711,0.3125,nan,0.0
+batch,3,363,2.545257568359375,0.0625,nan,0.0
+batch,3,364,2.393287420272827,0.25,nan,0.0
+batch,3,365,2.4409050941467285,0.125,nan,0.0
+batch,3,366,2.2102811336517334,0.25,nan,0.0
+batch,3,367,2.5222959518432617,0.1875,nan,0.0
+batch,3,368,2.6775035858154297,0.125,nan,0.0
+batch,3,369,2.3337039947509766,0.25,nan,0.0
+batch,3,370,2.565856456756592,0.0625,nan,0.0
+batch,3,371,2.3966338634490967,0.125,nan,0.0
+batch,3,372,2.5925493240356445,0.1875,nan,0.0
+batch,3,373,2.4758355617523193,0.25,nan,0.0
+batch,3,374,2.3741188049316406,0.1875,nan,0.0
+batch,3,375,2.6209092140197754,0.125,nan,0.0
+batch,3,376,2.65445613861084,0.0625,nan,0.0
+batch,3,377,2.0719141960144043,0.4375,nan,0.0
+batch,3,378,2.1711220741271973,0.1875,nan,0.0
+batch,3,379,2.5598556995391846,0.0625,nan,0.0
+batch,3,380,2.4380884170532227,0.125,nan,0.0
+batch,3,381,2.599386215209961,0.0,nan,0.0
+batch,3,382,2.4913127422332764,0.125,nan,0.0
+batch,3,383,2.287273645401001,0.4375,nan,0.0
+batch,3,384,2.375556230545044,0.1875,nan,0.0
+batch,3,385,2.2975921630859375,0.25,nan,0.0
+batch,3,386,2.0861072540283203,0.1875,nan,0.0
+batch,3,387,2.453683376312256,0.125,nan,0.0
+batch,3,388,2.799875497817993,0.0,nan,0.0
+batch,3,389,2.279405117034912,0.1875,nan,0.0
+batch,3,390,2.514556407928467,0.125,nan,0.0
+batch,3,391,2.529062509536743,0.125,nan,0.0
+batch,3,392,2.780377149581909,0.125,nan,0.0
+batch,3,393,2.304267644882202,0.125,nan,0.0
+batch,3,394,2.423267364501953,0.1875,nan,0.0
+batch,3,395,2.3307039737701416,0.125,nan,0.0
+batch,3,396,2.4130568504333496,0.1875,nan,0.0
+batch,3,397,2.3423380851745605,0.125,nan,0.0
+batch,3,398,2.826364040374756,0.0625,nan,0.0
+batch,3,399,2.368453025817871,0.1875,nan,0.0
+batch,3,400,2.495321750640869,0.0625,nan,0.0
+batch,3,401,2.392395496368408,0.1875,nan,0.0
+batch,3,402,2.5579912662506104,0.125,nan,0.0
+batch,3,403,2.8249964714050293,0.0625,nan,0.0
+batch,3,404,2.106860399246216,0.375,nan,0.0
+batch,3,405,2.3448307514190674,0.125,nan,0.0
+batch,3,406,2.379505157470703,0.1875,nan,0.0
+batch,3,407,2.1691083908081055,0.1875,nan,0.0
+batch,3,408,2.475494384765625,0.25,nan,0.0
+batch,3,409,2.4158034324645996,0.1875,nan,0.0
+batch,3,410,2.2476847171783447,0.1875,nan,0.0
+batch,3,411,2.436614751815796,0.25,nan,0.0
+batch,3,412,2.3286259174346924,0.25,nan,0.0
+batch,3,413,2.7302894592285156,0.125,nan,0.0
+batch,3,414,2.5574686527252197,0.125,nan,0.0
+batch,3,415,2.3365705013275146,0.25,nan,0.0
+batch,3,416,2.4025111198425293,0.1875,nan,0.0
+batch,3,417,2.329345464706421,0.25,nan,0.0
+batch,3,418,2.246211290359497,0.375,nan,0.0
+batch,3,419,2.4442057609558105,0.0625,nan,0.0
+batch,3,420,2.394380569458008,0.25,nan,0.0
+batch,3,421,2.233454704284668,0.25,nan,0.0
+batch,3,422,2.5550174713134766,0.1875,nan,0.0
+batch,3,423,2.4871644973754883,0.1875,nan,0.0
+batch,3,424,2.516012668609619,0.125,nan,0.0
+batch,3,425,2.183276891708374,0.25,nan,0.0
+batch,3,426,2.16934871673584,0.25,nan,0.0
+batch,3,427,2.30877423286438,0.1875,nan,0.0
+batch,3,428,2.3255743980407715,0.375,nan,0.0
+batch,3,429,2.4603631496429443,0.1875,nan,0.0
+batch,3,430,2.4240753650665283,0.1875,nan,0.0
+batch,3,431,2.41469669342041,0.125,nan,0.0
+batch,3,432,2.4648869037628174,0.125,nan,0.0
+batch,3,433,2.2161691188812256,0.25,nan,0.0
+batch,3,434,2.0741631984710693,0.375,nan,0.0
+batch,3,435,2.5179805755615234,0.125,nan,0.0
+batch,3,436,2.6242244243621826,0.125,nan,0.0
+batch,3,437,2.4108996391296387,0.125,nan,0.0
+batch,3,438,2.2451400756835938,0.375,nan,0.0
+batch,3,439,2.359424591064453,0.125,nan,0.0
+batch,3,440,2.439960479736328,0.1875,nan,0.0
+batch,3,441,2.259343147277832,0.1875,nan,0.0
+batch,3,442,2.592909574508667,0.0625,nan,0.0
+batch,3,443,2.607654571533203,0.25,nan,0.0
+batch,3,444,2.3705649375915527,0.375,nan,0.0
+batch,3,445,2.3499698638916016,0.125,nan,0.0
+batch,3,446,2.069770574569702,0.1875,nan,0.0
+batch,3,447,2.3935225009918213,0.125,nan,0.0
+batch,3,448,2.2867870330810547,0.25,nan,0.0
+batch,3,449,2.7321650981903076,0.0,nan,0.0
+batch,3,450,2.4561643600463867,0.1875,nan,0.0
+batch,3,451,2.3248462677001953,0.1875,nan,0.0
+batch,3,452,2.310215711593628,0.25,nan,0.0
+batch,3,453,2.2657883167266846,0.25,nan,0.0
+batch,3,454,2.5626001358032227,0.125,nan,0.0
+batch,3,455,2.2536187171936035,0.1875,nan,0.0
+batch,3,456,2.4626169204711914,0.125,nan,0.0
+batch,3,457,2.2161426544189453,0.1875,nan,0.0
+batch,3,458,2.414196014404297,0.0625,nan,0.0
+batch,3,459,2.2570414543151855,0.125,nan,0.0
+batch,3,460,2.8808460235595703,0.0625,nan,0.0
+batch,3,461,2.4190077781677246,0.125,nan,0.0
+batch,3,462,2.5117805004119873,0.125,nan,0.0
+batch,3,463,2.2377052307128906,0.25,nan,0.0
+batch,3,464,2.410088062286377,0.125,nan,0.0
+batch,3,465,2.4141998291015625,0.125,nan,0.0
+batch,3,466,2.3923802375793457,0.25,nan,0.0
+batch,3,467,2.3548617362976074,0.3125,nan,0.0
+batch,3,468,2.2309694290161133,0.1875,nan,0.0
+batch,3,469,2.6688146591186523,0.125,nan,0.0
+batch,3,470,2.2341432571411133,0.3125,nan,0.0
+batch,3,471,2.5844991207122803,0.1875,nan,0.0
+batch,3,472,2.2794108390808105,0.1875,nan,0.0
+batch,3,473,2.594668388366699,0.1875,nan,0.0
+batch,3,474,2.038412570953369,0.3125,nan,0.0
+batch,3,475,2.217385768890381,0.3125,nan,0.0
+batch,3,476,2.6146180629730225,0.0625,nan,0.0
+batch,3,477,2.334549903869629,0.125,nan,0.0
+batch,3,478,2.444244623184204,0.3125,nan,0.0
+batch,3,479,2.332566022872925,0.0625,nan,0.0
+batch,3,480,2.4441699981689453,0.0,nan,0.0
+batch,3,481,2.32025146484375,0.1875,nan,0.0
+batch,3,482,2.723597526550293,0.0,nan,0.0
+batch,3,483,2.3296308517456055,0.3125,nan,0.0
+batch,3,484,2.6935858726501465,0.1875,nan,0.0
+batch,3,485,2.132805109024048,0.3125,nan,0.0
+batch,3,486,2.3258261680603027,0.1875,nan,0.0
+batch,3,487,2.198899984359741,0.3125,nan,0.0
+batch,3,488,2.4575302600860596,0.0625,nan,0.0
+batch,3,489,1.9843333959579468,0.4375,nan,0.0
+batch,3,490,2.319976568222046,0.0625,nan,0.0
+batch,3,491,2.592550277709961,0.125,nan,0.0
+batch,3,492,2.4063448905944824,0.25,nan,0.0
+batch,3,493,2.2831177711486816,0.25,nan,0.0
+batch,3,494,2.410959005355835,0.125,nan,0.0
+batch,3,495,2.376453161239624,0.125,nan,0.0
+batch,3,496,2.5520503520965576,0.0625,nan,0.0
+batch,3,497,2.4249634742736816,0.125,nan,0.0
+batch,3,498,2.332531452178955,0.0625,nan,0.0
+batch,3,499,2.613823175430298,0.0625,nan,0.0
+batch,3,500,2.52724027633667,0.1875,nan,0.0
+batch,3,501,2.3342843055725098,0.1875,nan,0.0
+batch,3,502,2.4008913040161133,0.25,nan,0.0
+batch,3,503,2.388948917388916,0.0625,nan,0.0
+batch,3,504,2.3775792121887207,0.0625,nan,0.0
+batch,3,505,2.5106961727142334,0.0625,nan,0.0
+batch,3,506,2.4180164337158203,0.0625,nan,0.0
+batch,3,507,2.4710347652435303,0.125,nan,0.0
+batch,3,508,2.390749931335449,0.3125,nan,0.0
+batch,3,509,2.0695419311523438,0.3333333333333333,nan,0.0
+epoch,3,-1,2.444079135550536,0.17275625306522804,nan,57.839110374450684
+batch,4,0,2.6388027667999268,0.125,nan,0.0
+batch,4,1,2.551609992980957,0.125,nan,0.0
+batch,4,2,2.263252019882202,0.125,nan,0.0
+batch,4,3,2.5286149978637695,0.25,nan,0.0
+batch,4,4,2.573974370956421,0.1875,nan,0.0
+batch,4,5,2.2573697566986084,0.1875,nan,0.0
+batch,4,6,2.0194759368896484,0.4375,nan,0.0
+batch,4,7,2.267589569091797,0.125,nan,0.0
+batch,4,8,2.2018213272094727,0.1875,nan,0.0
+batch,4,9,2.2889060974121094,0.125,nan,0.0
+batch,4,10,2.6716880798339844,0.25,nan,0.0
+batch,4,11,2.434662342071533,0.0625,nan,0.0
+batch,4,12,2.2848434448242188,0.125,nan,0.0
+batch,4,13,2.5440568923950195,0.1875,nan,0.0
+batch,4,14,2.255836009979248,0.125,nan,0.0
+batch,4,15,2.829869270324707,0.125,nan,0.0
+batch,4,16,2.10386323928833,0.25,nan,0.0
+batch,4,17,2.3601672649383545,0.3125,nan,0.0
+batch,4,18,2.432203769683838,0.125,nan,0.0
+batch,4,19,2.2486491203308105,0.3125,nan,0.0
+batch,4,20,2.233879566192627,0.0,nan,0.0
+batch,4,21,2.331538200378418,0.0625,nan,0.0
+batch,4,22,2.3511314392089844,0.1875,nan,0.0
+batch,4,23,2.3545756340026855,0.25,nan,0.0
+batch,4,24,2.5182504653930664,0.125,nan,0.0
+batch,4,25,2.3361737728118896,0.0625,nan,0.0
+batch,4,26,2.2318592071533203,0.1875,nan,0.0
+batch,4,27,2.30735445022583,0.1875,nan,0.0
+batch,4,28,2.5948920249938965,0.0,nan,0.0
+batch,4,29,2.090787410736084,0.3125,nan,0.0
+batch,4,30,2.1654069423675537,0.1875,nan,0.0
+batch,4,31,2.2250733375549316,0.1875,nan,0.0
+batch,4,32,2.9428653717041016,0.25,nan,0.0
+batch,4,33,2.246951103210449,0.375,nan,0.0
+batch,4,34,2.2972311973571777,0.375,nan,0.0
+batch,4,35,2.2402305603027344,0.375,nan,0.0
+batch,4,36,2.50795841217041,0.125,nan,0.0
+batch,4,37,2.1585402488708496,0.25,nan,0.0
+batch,4,38,2.124237537384033,0.25,nan,0.0
+batch,4,39,2.475583553314209,0.1875,nan,0.0
+batch,4,40,2.492340564727783,0.125,nan,0.0
+batch,4,41,2.5324230194091797,0.1875,nan,0.0
+batch,4,42,2.514662265777588,0.1875,nan,0.0
+batch,4,43,2.6128337383270264,0.0,nan,0.0
+batch,4,44,2.340519428253174,0.3125,nan,0.0
+batch,4,45,2.568636417388916,0.0,nan,0.0
+batch,4,46,2.2708818912506104,0.25,nan,0.0
+batch,4,47,2.541049003601074,0.0625,nan,0.0
+batch,4,48,2.4446568489074707,0.25,nan,0.0
+batch,4,49,2.3965601921081543,0.1875,nan,0.0
+batch,4,50,2.5669517517089844,0.125,nan,0.0
+batch,4,51,2.4295578002929688,0.25,nan,0.0
+batch,4,52,2.491150379180908,0.125,nan,0.0
+batch,4,53,2.2309582233428955,0.375,nan,0.0
+batch,4,54,1.9720805883407593,0.3125,nan,0.0
+batch,4,55,2.342817783355713,0.125,nan,0.0
+batch,4,56,2.2480030059814453,0.1875,nan,0.0
+batch,4,57,2.2527570724487305,0.125,nan,0.0
+batch,4,58,2.2555694580078125,0.3125,nan,0.0
+batch,4,59,2.7369093894958496,0.125,nan,0.0
+batch,4,60,2.175255298614502,0.25,nan,0.0
+batch,4,61,2.1269350051879883,0.1875,nan,0.0
+batch,4,62,2.369741201400757,0.1875,nan,0.0
+batch,4,63,2.3916282653808594,0.125,nan,0.0
+batch,4,64,2.1934399604797363,0.0625,nan,0.0
+batch,4,65,2.458660840988159,0.0625,nan,0.0
+batch,4,66,2.562288761138916,0.125,nan,0.0
+batch,4,67,2.444291114807129,0.125,nan,0.0
+batch,4,68,2.302433729171753,0.125,nan,0.0
+batch,4,69,2.522555351257324,0.0625,nan,0.0
+batch,4,70,2.35817813873291,0.0,nan,0.0
+batch,4,71,2.2953693866729736,0.25,nan,0.0
+batch,4,72,2.247314929962158,0.1875,nan,0.0
+batch,4,73,2.6320366859436035,0.0,nan,0.0
+batch,4,74,2.318467140197754,0.375,nan,0.0
+batch,4,75,2.5893056392669678,0.1875,nan,0.0
+batch,4,76,2.1758522987365723,0.375,nan,0.0
+batch,4,77,2.579277515411377,0.0625,nan,0.0
+batch,4,78,2.378692626953125,0.0625,nan,0.0
+batch,4,79,2.4374351501464844,0.375,nan,0.0
+batch,4,80,2.491424560546875,0.125,nan,0.0
+batch,4,81,2.3236777782440186,0.125,nan,0.0
+batch,4,82,2.3642640113830566,0.125,nan,0.0
+batch,4,83,2.2661283016204834,0.3125,nan,0.0
+batch,4,84,2.2735812664031982,0.3125,nan,0.0
+batch,4,85,2.281049966812134,0.1875,nan,0.0
+batch,4,86,2.511166572570801,0.125,nan,0.0
+batch,4,87,2.4421393871307373,0.1875,nan,0.0
+batch,4,88,2.3427748680114746,0.125,nan,0.0
+batch,4,89,2.6725168228149414,0.25,nan,0.0
+batch,4,90,2.3741486072540283,0.25,nan,0.0
+batch,4,91,2.545260429382324,0.0,nan,0.0
+batch,4,92,2.276920795440674,0.1875,nan,0.0
+batch,4,93,2.560666561126709,0.25,nan,0.0
+batch,4,94,2.452073097229004,0.125,nan,0.0
+batch,4,95,2.5454792976379395,0.125,nan,0.0
+batch,4,96,2.2639353275299072,0.3125,nan,0.0
+batch,4,97,2.5480618476867676,0.0625,nan,0.0
+batch,4,98,2.278686046600342,0.375,nan,0.0
+batch,4,99,2.1492276191711426,0.25,nan,0.0
+batch,4,100,2.3704888820648193,0.1875,nan,0.0
+batch,4,101,2.4395225048065186,0.125,nan,0.0
+batch,4,102,2.362781524658203,0.25,nan,0.0
+batch,4,103,2.371035575866699,0.25,nan,0.0
+batch,4,104,2.5344035625457764,0.0625,nan,0.0
+batch,4,105,2.426873207092285,0.1875,nan,0.0
+batch,4,106,2.750291347503662,0.1875,nan,0.0
+batch,4,107,2.5040431022644043,0.0,nan,0.0
+batch,4,108,2.327406644821167,0.375,nan,0.0
+batch,4,109,2.582608699798584,0.25,nan,0.0
+batch,4,110,2.5730855464935303,0.0625,nan,0.0
+batch,4,111,2.3654701709747314,0.25,nan,0.0
+batch,4,112,2.1955084800720215,0.375,nan,0.0
+batch,4,113,2.253140687942505,0.1875,nan,0.0
+batch,4,114,2.479979991912842,0.125,nan,0.0
+batch,4,115,2.3579816818237305,0.1875,nan,0.0
+batch,4,116,2.2403769493103027,0.1875,nan,0.0
+batch,4,117,2.4874072074890137,0.125,nan,0.0
+batch,4,118,2.4146554470062256,0.125,nan,0.0
+batch,4,119,2.318784713745117,0.3125,nan,0.0
+batch,4,120,2.4419682025909424,0.1875,nan,0.0
+batch,4,121,2.5642552375793457,0.0625,nan,0.0
+batch,4,122,2.361553192138672,0.1875,nan,0.0
+batch,4,123,2.232982635498047,0.5,nan,0.0
+batch,4,124,2.296103000640869,0.25,nan,0.0
+batch,4,125,2.406079053878784,0.3125,nan,0.0
+batch,4,126,2.3303747177124023,0.0,nan,0.0
+batch,4,127,2.2047061920166016,0.25,nan,0.0
+batch,4,128,2.396709442138672,0.125,nan,0.0
+batch,4,129,2.39925479888916,0.125,nan,0.0
+batch,4,130,2.319594621658325,0.25,nan,0.0
+batch,4,131,2.879624366760254,0.125,nan,0.0
+batch,4,132,2.3639111518859863,0.25,nan,0.0
+batch,4,133,2.1314949989318848,0.1875,nan,0.0
+batch,4,134,2.382791519165039,0.1875,nan,0.0
+batch,4,135,2.184736728668213,0.3125,nan,0.0
+batch,4,136,2.2186455726623535,0.1875,nan,0.0
+batch,4,137,2.400501251220703,0.125,nan,0.0
+batch,4,138,2.2764577865600586,0.0625,nan,0.0
+batch,4,139,2.478442430496216,0.125,nan,0.0
+batch,4,140,2.3628084659576416,0.25,nan,0.0
+batch,4,141,2.3734939098358154,0.0625,nan,0.0
+batch,4,142,2.3123512268066406,0.1875,nan,0.0
+batch,4,143,2.4583353996276855,0.125,nan,0.0
+batch,4,144,2.7388343811035156,0.1875,nan,0.0
+batch,4,145,2.32831072807312,0.25,nan,0.0
+batch,4,146,2.5233154296875,0.125,nan,0.0
+batch,4,147,2.672781467437744,0.0,nan,0.0
+batch,4,148,2.0631160736083984,0.5,nan,0.0
+batch,4,149,2.247979164123535,0.125,nan,0.0
+batch,4,150,2.5114247798919678,0.125,nan,0.0
+batch,4,151,2.4306845664978027,0.125,nan,0.0
+batch,4,152,2.573471784591675,0.125,nan,0.0
+batch,4,153,2.4246411323547363,0.125,nan,0.0
+batch,4,154,2.1875386238098145,0.375,nan,0.0
+batch,4,155,2.5046887397766113,0.0625,nan,0.0
+batch,4,156,2.186047077178955,0.25,nan,0.0
+batch,4,157,2.330228567123413,0.1875,nan,0.0
+batch,4,158,2.261810541152954,0.0625,nan,0.0
+batch,4,159,2.370522975921631,0.25,nan,0.0
+batch,4,160,2.293254852294922,0.1875,nan,0.0
+batch,4,161,2.6299705505371094,0.0625,nan,0.0
+batch,4,162,2.5111074447631836,0.125,nan,0.0
+batch,4,163,2.069899320602417,0.25,nan,0.0
+batch,4,164,2.4977304935455322,0.0625,nan,0.0
+batch,4,165,2.4149951934814453,0.0625,nan,0.0
+batch,4,166,2.409642457962036,0.1875,nan,0.0
+batch,4,167,2.654735565185547,0.1875,nan,0.0
+batch,4,168,2.4730892181396484,0.125,nan,0.0
+batch,4,169,2.5115294456481934,0.1875,nan,0.0
+batch,4,170,2.6247754096984863,0.125,nan,0.0
+batch,4,171,2.572075843811035,0.0,nan,0.0
+batch,4,172,2.340010166168213,0.375,nan,0.0
+batch,4,173,2.1103403568267822,0.3125,nan,0.0
+batch,4,174,2.6964902877807617,0.0625,nan,0.0
+batch,4,175,2.2929024696350098,0.1875,nan,0.0
+batch,4,176,2.4044606685638428,0.0625,nan,0.0
+batch,4,177,2.416342258453369,0.3125,nan,0.0
+batch,4,178,2.385566234588623,0.1875,nan,0.0
+batch,4,179,2.4565608501434326,0.25,nan,0.0
+batch,4,180,2.372857093811035,0.0625,nan,0.0
+batch,4,181,2.2231297492980957,0.25,nan,0.0
+batch,4,182,2.6387088298797607,0.1875,nan,0.0
+batch,4,183,2.155005931854248,0.25,nan,0.0
+batch,4,184,2.441711902618408,0.25,nan,0.0
+batch,4,185,2.507676124572754,0.125,nan,0.0
+batch,4,186,2.704483985900879,0.0,nan,0.0
+batch,4,187,2.0250096321105957,0.25,nan,0.0
+batch,4,188,2.727679491043091,0.125,nan,0.0
+batch,4,189,2.6441946029663086,0.0625,nan,0.0
+batch,4,190,2.2868518829345703,0.25,nan,0.0
+batch,4,191,2.4189000129699707,0.125,nan,0.0
+batch,4,192,2.4236042499542236,0.3125,nan,0.0
+batch,4,193,2.6641204357147217,0.0625,nan,0.0
+batch,4,194,2.475299835205078,0.0625,nan,0.0
+batch,4,195,2.3480100631713867,0.0625,nan,0.0
+batch,4,196,2.3907885551452637,0.1875,nan,0.0
+batch,4,197,2.416226863861084,0.125,nan,0.0
+batch,4,198,2.5239579677581787,0.125,nan,0.0
+batch,4,199,2.5300979614257812,0.25,nan,0.0
+batch,4,200,2.3351752758026123,0.4375,nan,0.0
+batch,4,201,2.252969264984131,0.1875,nan,0.0
+batch,4,202,2.5377755165100098,0.125,nan,0.0
+batch,4,203,2.4949536323547363,0.0625,nan,0.0
+batch,4,204,2.5970206260681152,0.1875,nan,0.0
+batch,4,205,2.5463311672210693,0.0625,nan,0.0
+batch,4,206,2.3745508193969727,0.1875,nan,0.0
+batch,4,207,2.1943657398223877,0.125,nan,0.0
+batch,4,208,2.2824411392211914,0.125,nan,0.0
+batch,4,209,2.3176257610321045,0.3125,nan,0.0
+batch,4,210,2.2689175605773926,0.1875,nan,0.0
+batch,4,211,2.324340581893921,0.25,nan,0.0
+batch,4,212,2.008852005004883,0.4375,nan,0.0
+batch,4,213,2.0777482986450195,0.3125,nan,0.0
+batch,4,214,2.212939739227295,0.25,nan,0.0
+batch,4,215,2.5074169635772705,0.125,nan,0.0
+batch,4,216,2.312354564666748,0.25,nan,0.0
+batch,4,217,2.3619956970214844,0.125,nan,0.0
+batch,4,218,2.572653293609619,0.375,nan,0.0
+batch,4,219,2.2585506439208984,0.3125,nan,0.0
+batch,4,220,2.5057826042175293,0.0625,nan,0.0
+batch,4,221,2.3696532249450684,0.125,nan,0.0
+batch,4,222,2.4223756790161133,0.125,nan,0.0
+batch,4,223,2.4082751274108887,0.3125,nan,0.0
+batch,4,224,2.7878379821777344,0.0625,nan,0.0
+batch,4,225,2.032209634780884,0.5,nan,0.0
+batch,4,226,2.3975813388824463,0.0625,nan,0.0
+batch,4,227,2.4482083320617676,0.1875,nan,0.0
+batch,4,228,2.3762946128845215,0.25,nan,0.0
+batch,4,229,2.071195602416992,0.375,nan,0.0
+batch,4,230,2.295480728149414,0.4375,nan,0.0
+batch,4,231,2.3375189304351807,0.0625,nan,0.0
+batch,4,232,2.0944411754608154,0.125,nan,0.0
+batch,4,233,2.6851272583007812,0.0625,nan,0.0
+batch,4,234,2.399562358856201,0.125,nan,0.0
+batch,4,235,2.3865742683410645,0.125,nan,0.0
+batch,4,236,2.8772549629211426,0.125,nan,0.0
+batch,4,237,2.181330442428589,0.25,nan,0.0
+batch,4,238,2.572477340698242,0.25,nan,0.0
+batch,4,239,2.154365062713623,0.25,nan,0.0
+batch,4,240,2.1419005393981934,0.3125,nan,0.0
+batch,4,241,2.6145877838134766,0.1875,nan,0.0
+batch,4,242,2.1977901458740234,0.1875,nan,0.0
+batch,4,243,2.285085916519165,0.25,nan,0.0
+batch,4,244,2.209535837173462,0.1875,nan,0.0
+batch,4,245,2.3511948585510254,0.125,nan,0.0
+batch,4,246,2.7526464462280273,0.1875,nan,0.0
+batch,4,247,2.112725257873535,0.125,nan,0.0
+batch,4,248,2.3473830223083496,0.1875,nan,0.0
+batch,4,249,2.0630364418029785,0.375,nan,0.0
+batch,4,250,2.4064273834228516,0.125,nan,0.0
+batch,4,251,2.40173077583313,0.25,nan,0.0
+batch,4,252,2.638638496398926,0.1875,nan,0.0
+batch,4,253,2.6247236728668213,0.1875,nan,0.0
+batch,4,254,2.5389013290405273,0.1875,nan,0.0
+batch,4,255,2.4325480461120605,0.1875,nan,0.0
+batch,4,256,2.1701645851135254,0.25,nan,0.0
+batch,4,257,1.9752309322357178,0.3125,nan,0.0
+batch,4,258,2.1808621883392334,0.3125,nan,0.0
+batch,4,259,2.3953843116760254,0.0625,nan,0.0
+batch,4,260,2.1901073455810547,0.125,nan,0.0
+batch,4,261,2.3728246688842773,0.125,nan,0.0
+batch,4,262,2.3994555473327637,0.1875,nan,0.0
+batch,4,263,2.451723575592041,0.125,nan,0.0
+batch,4,264,2.246992349624634,0.125,nan,0.0
+batch,4,265,2.5292587280273438,0.1875,nan,0.0
+batch,4,266,2.20188045501709,0.375,nan,0.0
+batch,4,267,2.3294715881347656,0.25,nan,0.0
+batch,4,268,2.503246784210205,0.0625,nan,0.0
+batch,4,269,2.4490299224853516,0.3125,nan,0.0
+batch,4,270,2.4197652339935303,0.0625,nan,0.0
+batch,4,271,2.126922607421875,0.375,nan,0.0
+batch,4,272,2.2397382259368896,0.3125,nan,0.0
+batch,4,273,2.55767822265625,0.125,nan,0.0
+batch,4,274,2.373563766479492,0.1875,nan,0.0
+batch,4,275,2.2212300300598145,0.3125,nan,0.0
+batch,4,276,2.385467052459717,0.375,nan,0.0
+batch,4,277,2.193955183029175,0.4375,nan,0.0
+batch,4,278,2.230652332305908,0.375,nan,0.0
+batch,4,279,2.2635905742645264,0.25,nan,0.0
+batch,4,280,2.5556516647338867,0.0625,nan,0.0
+batch,4,281,2.4117283821105957,0.25,nan,0.0
+batch,4,282,2.423264265060425,0.1875,nan,0.0
+batch,4,283,2.5480051040649414,0.0625,nan,0.0
+batch,4,284,2.3366494178771973,0.3125,nan,0.0
+batch,4,285,2.3829455375671387,0.125,nan,0.0
+batch,4,286,2.1130332946777344,0.25,nan,0.0
+batch,4,287,2.5121729373931885,0.125,nan,0.0
+batch,4,288,2.239518642425537,0.1875,nan,0.0
+batch,4,289,2.4487128257751465,0.25,nan,0.0
+batch,4,290,2.1084375381469727,0.1875,nan,0.0
+batch,4,291,2.2307589054107666,0.125,nan,0.0
+batch,4,292,2.286278247833252,0.1875,nan,0.0
+batch,4,293,2.247828960418701,0.25,nan,0.0
+batch,4,294,2.101747989654541,0.3125,nan,0.0
+batch,4,295,2.3969497680664062,0.0625,nan,0.0
+batch,4,296,2.3290843963623047,0.0625,nan,0.0
+batch,4,297,2.4120707511901855,0.25,nan,0.0
+batch,4,298,2.5181639194488525,0.0625,nan,0.0
+batch,4,299,2.3833703994750977,0.0625,nan,0.0
+batch,4,300,2.2060041427612305,0.3125,nan,0.0
+batch,4,301,2.6970129013061523,0.0625,nan,0.0
+batch,4,302,2.711984634399414,0.125,nan,0.0
+batch,4,303,2.2407350540161133,0.125,nan,0.0
+batch,4,304,2.3051528930664062,0.1875,nan,0.0
+batch,4,305,2.251638174057007,0.1875,nan,0.0
+batch,4,306,2.402466297149658,0.1875,nan,0.0
+batch,4,307,2.247258186340332,0.3125,nan,0.0
+batch,4,308,2.3348662853240967,0.1875,nan,0.0
+batch,4,309,2.305309295654297,0.25,nan,0.0
+batch,4,310,2.1989169120788574,0.0625,nan,0.0
+batch,4,311,2.1787798404693604,0.25,nan,0.0
+batch,4,312,2.484074354171753,0.0,nan,0.0
+batch,4,313,2.293917655944824,0.25,nan,0.0
+batch,4,314,2.4077138900756836,0.1875,nan,0.0
+batch,4,315,2.219083309173584,0.4375,nan,0.0
+batch,4,316,2.325690269470215,0.25,nan,0.0
+batch,4,317,2.5091869831085205,0.1875,nan,0.0
+batch,4,318,2.034682273864746,0.3125,nan,0.0
+batch,4,319,2.118349552154541,0.4375,nan,0.0
+batch,4,320,2.51784086227417,0.125,nan,0.0
+batch,4,321,2.4504311084747314,0.1875,nan,0.0
+batch,4,322,2.5254456996917725,0.1875,nan,0.0
+batch,4,323,2.396052122116089,0.1875,nan,0.0
+batch,4,324,2.4490890502929688,0.0625,nan,0.0
+batch,4,325,2.2101993560791016,0.25,nan,0.0
+batch,4,326,2.373337745666504,0.125,nan,0.0
+batch,4,327,2.0384342670440674,0.3125,nan,0.0
+batch,4,328,2.19789981842041,0.1875,nan,0.0
+batch,4,329,2.3840317726135254,0.1875,nan,0.0
+batch,4,330,2.0318875312805176,0.1875,nan,0.0
+batch,4,331,2.308117151260376,0.0625,nan,0.0
+batch,4,332,2.2783753871917725,0.1875,nan,0.0
+batch,4,333,2.326495885848999,0.3125,nan,0.0
+batch,4,334,2.5206379890441895,0.1875,nan,0.0
+batch,4,335,2.583395004272461,0.0625,nan,0.0
+batch,4,336,2.2968034744262695,0.1875,nan,0.0
+batch,4,337,2.2108969688415527,0.375,nan,0.0
+batch,4,338,2.478893756866455,0.0625,nan,0.0
+batch,4,339,2.6665709018707275,0.1875,nan,0.0
+batch,4,340,2.4995243549346924,0.1875,nan,0.0
+batch,4,341,2.444849729537964,0.125,nan,0.0
+batch,4,342,2.37290620803833,0.125,nan,0.0
+batch,4,343,2.2685136795043945,0.125,nan,0.0
+batch,4,344,2.064666748046875,0.25,nan,0.0
+batch,4,345,2.238959312438965,0.25,nan,0.0
+batch,4,346,2.186513662338257,0.125,nan,0.0
+batch,4,347,2.4993772506713867,0.1875,nan,0.0
+batch,4,348,2.3397250175476074,0.25,nan,0.0
+batch,4,349,2.2068965435028076,0.3125,nan,0.0
+batch,4,350,2.576883316040039,0.1875,nan,0.0
+batch,4,351,2.4759745597839355,0.125,nan,0.0
+batch,4,352,1.969787836074829,0.4375,nan,0.0
+batch,4,353,2.5774197578430176,0.1875,nan,0.0
+batch,4,354,2.1404857635498047,0.3125,nan,0.0
+batch,4,355,2.4290037155151367,0.25,nan,0.0
+batch,4,356,2.3749825954437256,0.25,nan,0.0
+batch,4,357,2.229433536529541,0.125,nan,0.0
+batch,4,358,2.4114627838134766,0.125,nan,0.0
+batch,4,359,2.1004226207733154,0.1875,nan,0.0
+batch,4,360,2.6887433528900146,0.1875,nan,0.0
+batch,4,361,2.7024636268615723,0.125,nan,0.0
+batch,4,362,2.3777639865875244,0.1875,nan,0.0
+batch,4,363,2.0934643745422363,0.3125,nan,0.0
+batch,4,364,2.281127452850342,0.3125,nan,0.0
+batch,4,365,2.7257797718048096,0.125,nan,0.0
+batch,4,366,2.297248363494873,0.25,nan,0.0
+batch,4,367,2.223224639892578,0.375,nan,0.0
+batch,4,368,2.028238296508789,0.25,nan,0.0
+batch,4,369,2.4430456161499023,0.125,nan,0.0
+batch,4,370,2.345015525817871,0.1875,nan,0.0
+batch,4,371,2.3797194957733154,0.25,nan,0.0
+batch,4,372,1.9493411779403687,0.5,nan,0.0
+batch,4,373,2.200345039367676,0.3125,nan,0.0
+batch,4,374,2.212021589279175,0.25,nan,0.0
+batch,4,375,2.348541736602783,0.0625,nan,0.0
+batch,4,376,2.3733749389648438,0.1875,nan,0.0
+batch,4,377,2.117128849029541,0.4375,nan,0.0
+batch,4,378,2.431765079498291,0.125,nan,0.0
+batch,4,379,2.6743361949920654,0.0625,nan,0.0
+batch,4,380,2.3200793266296387,0.25,nan,0.0
+batch,4,381,2.1459708213806152,0.3125,nan,0.0
+batch,4,382,2.380409002304077,0.125,nan,0.0
+batch,4,383,2.141174554824829,0.3125,nan,0.0
+batch,4,384,2.2456345558166504,0.4375,nan,0.0
+batch,4,385,2.0929107666015625,0.4375,nan,0.0
+batch,4,386,2.3006949424743652,0.4375,nan,0.0
+batch,4,387,2.211472511291504,0.1875,nan,0.0
+batch,4,388,2.448136806488037,0.0625,nan,0.0
+batch,4,389,2.768679141998291,0.0,nan,0.0
+batch,4,390,2.3340628147125244,0.0625,nan,0.0
+batch,4,391,2.2400975227355957,0.125,nan,0.0
+batch,4,392,2.4558088779449463,0.25,nan,0.0
+batch,4,393,2.3382656574249268,0.1875,nan,0.0
+batch,4,394,2.248506546020508,0.25,nan,0.0
+batch,4,395,2.4090161323547363,0.1875,nan,0.0
+batch,4,396,2.244724750518799,0.3125,nan,0.0
+batch,4,397,2.345324993133545,0.25,nan,0.0
+batch,4,398,2.211730718612671,0.1875,nan,0.0
+batch,4,399,2.3851234912872314,0.3125,nan,0.0
+batch,4,400,2.3969054222106934,0.125,nan,0.0
+batch,4,401,2.2924158573150635,0.3125,nan,0.0
+batch,4,402,2.559394121170044,0.125,nan,0.0
+batch,4,403,2.1986258029937744,0.25,nan,0.0
+batch,4,404,2.5423333644866943,0.0625,nan,0.0
+batch,4,405,2.4584295749664307,0.1875,nan,0.0
+batch,4,406,2.109727382659912,0.1875,nan,0.0
+batch,4,407,2.567976713180542,0.1875,nan,0.0
+batch,4,408,2.341503143310547,0.25,nan,0.0
+batch,4,409,2.3767142295837402,0.125,nan,0.0
+batch,4,410,2.6087193489074707,0.125,nan,0.0
+batch,4,411,2.1874852180480957,0.1875,nan,0.0
+batch,4,412,2.413496255874634,0.1875,nan,0.0
+batch,4,413,2.508328914642334,0.125,nan,0.0
+batch,4,414,2.320216178894043,0.1875,nan,0.0
+batch,4,415,2.55945086479187,0.1875,nan,0.0
+batch,4,416,2.212606430053711,0.25,nan,0.0
+batch,4,417,2.273021936416626,0.125,nan,0.0
+batch,4,418,2.5014357566833496,0.0,nan,0.0
+batch,4,419,2.503568172454834,0.1875,nan,0.0
+batch,4,420,2.3527839183807373,0.1875,nan,0.0
+batch,4,421,2.5405192375183105,0.1875,nan,0.0
+batch,4,422,2.393310546875,0.125,nan,0.0
+batch,4,423,2.589940309524536,0.0625,nan,0.0
+batch,4,424,2.334155797958374,0.125,nan,0.0
+batch,4,425,2.171611785888672,0.4375,nan,0.0
+batch,4,426,2.2842822074890137,0.3125,nan,0.0
+batch,4,427,2.6575024127960205,0.0625,nan,0.0
+batch,4,428,2.3892204761505127,0.0625,nan,0.0
+batch,4,429,2.3771677017211914,0.125,nan,0.0
+batch,4,430,2.4374163150787354,0.125,nan,0.0
+batch,4,431,2.452359914779663,0.1875,nan,0.0
+batch,4,432,2.258892059326172,0.25,nan,0.0
+batch,4,433,2.4992411136627197,0.1875,nan,0.0
+batch,4,434,2.431915283203125,0.1875,nan,0.0
+batch,4,435,2.373626470565796,0.1875,nan,0.0
+batch,4,436,2.221440315246582,0.3125,nan,0.0
+batch,4,437,2.290071964263916,0.3125,nan,0.0
+batch,4,438,2.760952949523926,0.125,nan,0.0
+batch,4,439,2.046572685241699,0.375,nan,0.0
+batch,4,440,2.357599973678589,0.125,nan,0.0
+batch,4,441,2.170375347137451,0.25,nan,0.0
+batch,4,442,2.1092276573181152,0.25,nan,0.0
+batch,4,443,2.738508939743042,0.0625,nan,0.0
+batch,4,444,2.1080713272094727,0.375,nan,0.0
+batch,4,445,2.3609437942504883,0.125,nan,0.0
+batch,4,446,2.2059078216552734,0.25,nan,0.0
+batch,4,447,2.3450145721435547,0.125,nan,0.0
+batch,4,448,2.324733257293701,0.125,nan,0.0
+batch,4,449,2.6720004081726074,0.0625,nan,0.0
+batch,4,450,2.3811957836151123,0.25,nan,0.0
+batch,4,451,2.310694456100464,0.25,nan,0.0
+batch,4,452,2.309467077255249,0.25,nan,0.0
+batch,4,453,2.2216854095458984,0.1875,nan,0.0
+batch,4,454,2.107508659362793,0.1875,nan,0.0
+batch,4,455,2.225647449493408,0.25,nan,0.0
+batch,4,456,2.222485065460205,0.1875,nan,0.0
+batch,4,457,1.990463376045227,0.5,nan,0.0
+batch,4,458,2.0858829021453857,0.4375,nan,0.0
+batch,4,459,2.740976333618164,0.125,nan,0.0
+batch,4,460,2.329158306121826,0.1875,nan,0.0
+batch,4,461,2.1804728507995605,0.375,nan,0.0
+batch,4,462,2.7219343185424805,0.1875,nan,0.0
+batch,4,463,2.3491039276123047,0.1875,nan,0.0
+batch,4,464,2.201467514038086,0.3125,nan,0.0
+batch,4,465,2.385343551635742,0.3125,nan,0.0
+batch,4,466,2.700657367706299,0.25,nan,0.0
+batch,4,467,2.500443696975708,0.125,nan,0.0
+batch,4,468,2.792632818222046,0.0,nan,0.0
+batch,4,469,2.6907002925872803,0.125,nan,0.0
+batch,4,470,2.4467360973358154,0.25,nan,0.0
+batch,4,471,2.6299095153808594,0.0625,nan,0.0
+batch,4,472,2.3786861896514893,0.25,nan,0.0
+batch,4,473,2.467160224914551,0.1875,nan,0.0
+batch,4,474,2.111665725708008,0.25,nan,0.0
+batch,4,475,2.4600634574890137,0.1875,nan,0.0
+batch,4,476,2.2933387756347656,0.25,nan,0.0
+batch,4,477,2.289849281311035,0.0625,nan,0.0
+batch,4,478,2.522066116333008,0.0625,nan,0.0
+batch,4,479,2.3777027130126953,0.1875,nan,0.0
+batch,4,480,2.228450059890747,0.3125,nan,0.0
+batch,4,481,2.154195547103882,0.25,nan,0.0
+batch,4,482,2.4670939445495605,0.125,nan,0.0
+batch,4,483,2.2285094261169434,0.3125,nan,0.0
+batch,4,484,2.745858669281006,0.1875,nan,0.0
+batch,4,485,2.191025495529175,0.5,nan,0.0
+batch,4,486,2.321096181869507,0.1875,nan,0.0
+batch,4,487,2.2193968296051025,0.1875,nan,0.0
+batch,4,488,2.3710460662841797,0.125,nan,0.0
+batch,4,489,2.3585968017578125,0.1875,nan,0.0
+batch,4,490,2.5335941314697266,0.1875,nan,0.0
+batch,4,491,2.3896074295043945,0.125,nan,0.0
+batch,4,492,2.451098918914795,0.0625,nan,0.0
+batch,4,493,2.0389647483825684,0.1875,nan,0.0
+batch,4,494,2.1167497634887695,0.25,nan,0.0
+batch,4,495,2.3252904415130615,0.25,nan,0.0
+batch,4,496,2.3636529445648193,0.125,nan,0.0
+batch,4,497,2.205808162689209,0.125,nan,0.0
+batch,4,498,2.420438528060913,0.125,nan,0.0
+batch,4,499,2.1181674003601074,0.3125,nan,0.0
+batch,4,500,2.210632801055908,0.25,nan,0.0
+batch,4,501,2.53532338142395,0.1875,nan,0.0
+batch,4,502,2.237360954284668,0.1875,nan,0.0
+batch,4,503,2.2905502319335938,0.1875,nan,0.0
+batch,4,504,2.300201416015625,0.125,nan,0.0
+batch,4,505,2.3751392364501953,0.3125,nan,0.0
+batch,4,506,2.301497459411621,0.25,nan,0.0
+batch,4,507,2.5306921005249023,0.125,nan,0.0
+batch,4,508,2.4340081214904785,0.125,nan,0.0
+batch,4,509,2.4706618785858154,0.08333333333333333,nan,0.0
+epoch,4,-1,2.3693956347760645,0.19470328592447278,nan,57.4272186756134
+batch,5,0,2.232398271560669,0.25,nan,0.0
+batch,5,1,2.550980567932129,0.125,nan,0.0
+batch,5,2,2.271355152130127,0.1875,nan,0.0
+batch,5,3,2.468134880065918,0.1875,nan,0.0
+batch,5,4,2.499321937561035,0.0625,nan,0.0
+batch,5,5,2.4065775871276855,0.1875,nan,0.0
+batch,5,6,2.5763254165649414,0.125,nan,0.0
+batch,5,7,2.4306414127349854,0.0625,nan,0.0
+batch,5,8,2.4218928813934326,0.125,nan,0.0
+batch,5,9,2.2152531147003174,0.125,nan,0.0
+batch,5,10,2.2867023944854736,0.1875,nan,0.0
+batch,5,11,2.5787975788116455,0.125,nan,0.0
+batch,5,12,2.1175293922424316,0.125,nan,0.0
+batch,5,13,2.346811294555664,0.1875,nan,0.0
+batch,5,14,1.7482247352600098,0.5625,nan,0.0
+batch,5,15,2.2860302925109863,0.25,nan,0.0
+batch,5,16,2.6827728748321533,0.125,nan,0.0
+batch,5,17,2.5122005939483643,0.125,nan,0.0
+batch,5,18,2.4073314666748047,0.1875,nan,0.0
+batch,5,19,2.3415188789367676,0.1875,nan,0.0
+batch,5,20,2.267455816268921,0.0625,nan,0.0
+batch,5,21,2.3255515098571777,0.0,nan,0.0
+batch,5,22,2.1169862747192383,0.3125,nan,0.0
+batch,5,23,2.0979156494140625,0.1875,nan,0.0
+batch,5,24,2.134526252746582,0.125,nan,0.0
+batch,5,25,2.35264253616333,0.375,nan,0.0
+batch,5,26,2.418827533721924,0.3125,nan,0.0
+batch,5,27,2.327655076980591,0.25,nan,0.0
+batch,5,28,2.9538822174072266,0.125,nan,0.0
+batch,5,29,2.138813018798828,0.25,nan,0.0
+batch,5,30,2.3002419471740723,0.1875,nan,0.0
+batch,5,31,2.528136730194092,0.1875,nan,0.0
+batch,5,32,2.2849483489990234,0.1875,nan,0.0
+batch,5,33,2.3453426361083984,0.1875,nan,0.0
+batch,5,34,2.1346771717071533,0.1875,nan,0.0
+batch,5,35,2.446821928024292,0.3125,nan,0.0
+batch,5,36,2.5432989597320557,0.375,nan,0.0
+batch,5,37,2.5952181816101074,0.125,nan,0.0
+batch,5,38,2.3030409812927246,0.1875,nan,0.0
+batch,5,39,2.2934560775756836,0.3125,nan,0.0
+batch,5,40,2.228477954864502,0.25,nan,0.0
+batch,5,41,2.5899524688720703,0.1875,nan,0.0
+batch,5,42,2.305631399154663,0.1875,nan,0.0
+batch,5,43,2.1091384887695312,0.375,nan,0.0
+batch,5,44,2.141075611114502,0.25,nan,0.0
+batch,5,45,2.195040702819824,0.375,nan,0.0
+batch,5,46,2.5528039932250977,0.125,nan,0.0
+batch,5,47,2.2769582271575928,0.125,nan,0.0
+batch,5,48,2.2482056617736816,0.25,nan,0.0
+batch,5,49,2.176115036010742,0.1875,nan,0.0
+batch,5,50,2.3771543502807617,0.3125,nan,0.0
+batch,5,51,2.315371036529541,0.25,nan,0.0
+batch,5,52,2.358555316925049,0.125,nan,0.0
+batch,5,53,2.3012747764587402,0.25,nan,0.0
+batch,5,54,2.31174898147583,0.3125,nan,0.0
+batch,5,55,2.3073384761810303,0.125,nan,0.0
+batch,5,56,2.6381144523620605,0.1875,nan,0.0
+batch,5,57,2.5561017990112305,0.125,nan,0.0
+batch,5,58,2.3039541244506836,0.1875,nan,0.0
+batch,5,59,2.4382681846618652,0.1875,nan,0.0
+batch,5,60,2.238797664642334,0.3125,nan,0.0
+batch,5,61,2.658498764038086,0.25,nan,0.0
+batch,5,62,2.2589950561523438,0.25,nan,0.0
+batch,5,63,2.3131186962127686,0.1875,nan,0.0
+batch,5,64,2.272216320037842,0.25,nan,0.0
+batch,5,65,2.525364398956299,0.1875,nan,0.0
+batch,5,66,2.486497163772583,0.25,nan,0.0
+batch,5,67,2.4552321434020996,0.0,nan,0.0
+batch,5,68,2.2879953384399414,0.3125,nan,0.0
+batch,5,69,2.4394397735595703,0.125,nan,0.0
+batch,5,70,2.173999786376953,0.375,nan,0.0
+batch,5,71,2.030301570892334,0.375,nan,0.0
+batch,5,72,2.4071855545043945,0.25,nan,0.0
+batch,5,73,2.377769947052002,0.1875,nan,0.0
+batch,5,74,2.3037540912628174,0.1875,nan,0.0
+batch,5,75,2.2617273330688477,0.25,nan,0.0
+batch,5,76,2.3525161743164062,0.1875,nan,0.0
+batch,5,77,2.4064812660217285,0.125,nan,0.0
+batch,5,78,2.2188868522644043,0.1875,nan,0.0
+batch,5,79,2.125422716140747,0.25,nan,0.0
+batch,5,80,2.429442882537842,0.1875,nan,0.0
+batch,5,81,2.29304575920105,0.1875,nan,0.0
+batch,5,82,2.319126605987549,0.125,nan,0.0
+batch,5,83,2.1291699409484863,0.375,nan,0.0
+batch,5,84,2.604360580444336,0.125,nan,0.0
+batch,5,85,2.446687936782837,0.125,nan,0.0
+batch,5,86,2.361053943634033,0.125,nan,0.0
+batch,5,87,2.33994722366333,0.25,nan,0.0
+batch,5,88,2.3104991912841797,0.125,nan,0.0
+batch,5,89,2.7058470249176025,0.1875,nan,0.0
+batch,5,90,2.1576337814331055,0.375,nan,0.0
+batch,5,91,2.1984212398529053,0.25,nan,0.0
+batch,5,92,2.024841070175171,0.3125,nan,0.0
+batch,5,93,2.461042881011963,0.0625,nan,0.0
+batch,5,94,2.4655168056488037,0.25,nan,0.0
+batch,5,95,2.0625030994415283,0.3125,nan,0.0
+batch,5,96,2.4156365394592285,0.125,nan,0.0
+batch,5,97,2.435605049133301,0.25,nan,0.0
+batch,5,98,2.3600568771362305,0.1875,nan,0.0
+batch,5,99,2.2825546264648438,0.0625,nan,0.0
+batch,5,100,2.5562691688537598,0.25,nan,0.0
+batch,5,101,1.9612855911254883,0.3125,nan,0.0
+batch,5,102,2.57574462890625,0.125,nan,0.0
+batch,5,103,2.4810352325439453,0.25,nan,0.0
+batch,5,104,2.413832664489746,0.0625,nan,0.0
+batch,5,105,2.2003118991851807,0.1875,nan,0.0
+batch,5,106,2.310502052307129,0.25,nan,0.0
+batch,5,107,2.2803258895874023,0.25,nan,0.0
+batch,5,108,2.295665979385376,0.25,nan,0.0
+batch,5,109,2.297638416290283,0.1875,nan,0.0
+batch,5,110,2.2610156536102295,0.1875,nan,0.0
+batch,5,111,2.2742435932159424,0.25,nan,0.0
+batch,5,112,2.494980812072754,0.0,nan,0.0
+batch,5,113,2.348804473876953,0.3125,nan,0.0
+batch,5,114,2.228555679321289,0.4375,nan,0.0
+batch,5,115,2.2040185928344727,0.4375,nan,0.0
+batch,5,116,2.4943971633911133,0.3125,nan,0.0
+batch,5,117,2.0806686878204346,0.25,nan,0.0
+batch,5,118,2.7132468223571777,0.0,nan,0.0
+batch,5,119,2.0341968536376953,0.25,nan,0.0
+batch,5,120,1.9754807949066162,0.375,nan,0.0
+batch,5,121,2.450289249420166,0.125,nan,0.0
+batch,5,122,2.3742146492004395,0.25,nan,0.0
+batch,5,123,2.7325479984283447,0.125,nan,0.0
+batch,5,124,2.2232131958007812,0.25,nan,0.0
+batch,5,125,2.4102091789245605,0.125,nan,0.0
+batch,5,126,2.1322104930877686,0.25,nan,0.0
+batch,5,127,2.319615364074707,0.25,nan,0.0
+batch,5,128,2.1539034843444824,0.3125,nan,0.0
+batch,5,129,2.4837169647216797,0.0625,nan,0.0
+batch,5,130,2.2278542518615723,0.25,nan,0.0
+batch,5,131,2.2849690914154053,0.125,nan,0.0
+batch,5,132,2.7242281436920166,0.25,nan,0.0
+batch,5,133,2.2922866344451904,0.25,nan,0.0
+batch,5,134,2.262686252593994,0.25,nan,0.0
+batch,5,135,2.2367146015167236,0.25,nan,0.0
+batch,5,136,2.0021400451660156,0.25,nan,0.0
+batch,5,137,1.9243360757827759,0.3125,nan,0.0
+batch,5,138,2.377652168273926,0.3125,nan,0.0
+batch,5,139,2.2740962505340576,0.25,nan,0.0
+batch,5,140,2.3311684131622314,0.25,nan,0.0
+batch,5,141,2.407796859741211,0.0625,nan,0.0
+batch,5,142,1.9917726516723633,0.25,nan,0.0
+batch,5,143,2.294668197631836,0.125,nan,0.0
+batch,5,144,2.16798734664917,0.25,nan,0.0
+batch,5,145,2.5811688899993896,0.25,nan,0.0
+batch,5,146,2.379394054412842,0.25,nan,0.0
+batch,5,147,2.210155963897705,0.25,nan,0.0
+batch,5,148,2.2547974586486816,0.1875,nan,0.0
+batch,5,149,2.1409411430358887,0.125,nan,0.0
+batch,5,150,2.482144832611084,0.125,nan,0.0
+batch,5,151,2.295355796813965,0.125,nan,0.0
+batch,5,152,2.1859450340270996,0.3125,nan,0.0
+batch,5,153,2.2430572509765625,0.25,nan,0.0
+batch,5,154,2.2805333137512207,0.3125,nan,0.0
+batch,5,155,2.1541712284088135,0.1875,nan,0.0
+batch,5,156,2.4449682235717773,0.1875,nan,0.0
+batch,5,157,2.6202211380004883,0.125,nan,0.0
+batch,5,158,2.190000057220459,0.3125,nan,0.0
+batch,5,159,2.170891046524048,0.3125,nan,0.0
+batch,5,160,2.3700642585754395,0.125,nan,0.0
+batch,5,161,2.1631410121917725,0.1875,nan,0.0
+batch,5,162,2.648437023162842,0.0,nan,0.0
+batch,5,163,2.531660318374634,0.25,nan,0.0
+batch,5,164,2.137948751449585,0.25,nan,0.0
+batch,5,165,2.351414442062378,0.1875,nan,0.0
+batch,5,166,2.199662208557129,0.25,nan,0.0
+batch,5,167,2.315007209777832,0.1875,nan,0.0
+batch,5,168,2.0849881172180176,0.1875,nan,0.0
+batch,5,169,2.192472457885742,0.25,nan,0.0
+batch,5,170,2.285954236984253,0.1875,nan,0.0
+batch,5,171,2.37336802482605,0.25,nan,0.0
+batch,5,172,2.326421022415161,0.375,nan,0.0
+batch,5,173,2.4430694580078125,0.25,nan,0.0
+batch,5,174,2.681753158569336,0.1875,nan,0.0
+batch,5,175,2.2966670989990234,0.375,nan,0.0
+batch,5,176,2.288942337036133,0.25,nan,0.0
+batch,5,177,2.2242369651794434,0.25,nan,0.0
+batch,5,178,2.2973551750183105,0.3125,nan,0.0
+batch,5,179,2.485086441040039,0.1875,nan,0.0
+batch,5,180,2.6096229553222656,0.125,nan,0.0
+batch,5,181,2.350964307785034,0.3125,nan,0.0
+batch,5,182,2.366091251373291,0.25,nan,0.0
+batch,5,183,2.278271198272705,0.25,nan,0.0
+batch,5,184,2.3898508548736572,0.25,nan,0.0
+batch,5,185,2.101199150085449,0.1875,nan,0.0
+batch,5,186,2.3484268188476562,0.3125,nan,0.0
+batch,5,187,2.052799701690674,0.25,nan,0.0
+batch,5,188,2.1182236671447754,0.25,nan,0.0
+batch,5,189,2.4231879711151123,0.125,nan,0.0
+batch,5,190,2.277233123779297,0.25,nan,0.0
+batch,5,191,2.464719295501709,0.0625,nan,0.0
+batch,5,192,2.311635971069336,0.3125,nan,0.0
+batch,5,193,2.317138433456421,0.0625,nan,0.0
+batch,5,194,2.3808069229125977,0.1875,nan,0.0
+batch,5,195,2.219576358795166,0.3125,nan,0.0
+batch,5,196,2.215780258178711,0.1875,nan,0.0
+batch,5,197,2.3004941940307617,0.125,nan,0.0
+batch,5,198,2.019388437271118,0.25,nan,0.0
+batch,5,199,2.428579330444336,0.125,nan,0.0
+batch,5,200,2.203094005584717,0.25,nan,0.0
+batch,5,201,2.429861545562744,0.25,nan,0.0
+batch,5,202,2.3925962448120117,0.0625,nan,0.0
+batch,5,203,2.1819660663604736,0.25,nan,0.0
+batch,5,204,2.5276260375976562,0.0625,nan,0.0
+batch,5,205,2.352609395980835,0.25,nan,0.0
+batch,5,206,2.188124895095825,0.125,nan,0.0
+batch,5,207,2.4128270149230957,0.1875,nan,0.0
+batch,5,208,2.6177995204925537,0.125,nan,0.0
+batch,5,209,2.105985164642334,0.3125,nan,0.0
+batch,5,210,2.2456436157226562,0.1875,nan,0.0
+batch,5,211,2.3196005821228027,0.1875,nan,0.0
+batch,5,212,2.3523144721984863,0.125,nan,0.0
+batch,5,213,2.5421063899993896,0.0625,nan,0.0
+batch,5,214,2.215808391571045,0.25,nan,0.0
+batch,5,215,2.2908565998077393,0.25,nan,0.0
+batch,5,216,2.031416654586792,0.3125,nan,0.0
+batch,5,217,2.55149245262146,0.0625,nan,0.0
+batch,5,218,2.037661552429199,0.5,nan,0.0
+batch,5,219,2.5108776092529297,0.1875,nan,0.0
+batch,5,220,2.250356912612915,0.1875,nan,0.0
+batch,5,221,2.461411952972412,0.0625,nan,0.0
+batch,5,222,2.266757011413574,0.25,nan,0.0
+batch,5,223,2.624648094177246,0.0625,nan,0.0
+batch,5,224,2.3831725120544434,0.25,nan,0.0
+batch,5,225,2.157560348510742,0.25,nan,0.0
+batch,5,226,2.276073932647705,0.3125,nan,0.0
+batch,5,227,2.5020649433135986,0.3125,nan,0.0
+batch,5,228,2.361147880554199,0.125,nan,0.0
+batch,5,229,2.125312566757202,0.3125,nan,0.0
+batch,5,230,1.9681127071380615,0.25,nan,0.0
+batch,5,231,2.2931742668151855,0.25,nan,0.0
+batch,5,232,2.5889387130737305,0.1875,nan,0.0
+batch,5,233,2.3769404888153076,0.0625,nan,0.0
+batch,5,234,2.2233705520629883,0.25,nan,0.0
+batch,5,235,2.3662986755371094,0.25,nan,0.0
+batch,5,236,2.188722610473633,0.4375,nan,0.0
+batch,5,237,2.370103120803833,0.1875,nan,0.0
+batch,5,238,2.4865965843200684,0.3125,nan,0.0
+batch,5,239,2.43831205368042,0.25,nan,0.0
+batch,5,240,2.330864429473877,0.0625,nan,0.0
+batch,5,241,2.5444915294647217,0.125,nan,0.0
+batch,5,242,2.289374351501465,0.25,nan,0.0
+batch,5,243,2.176426410675049,0.125,nan,0.0
+batch,5,244,2.2008743286132812,0.4375,nan,0.0
+batch,5,245,2.265286922454834,0.125,nan,0.0
+batch,5,246,2.363840103149414,0.1875,nan,0.0
+batch,5,247,2.6363096237182617,0.25,nan,0.0
+batch,5,248,2.055309295654297,0.3125,nan,0.0
+batch,5,249,2.2565255165100098,0.1875,nan,0.0
+batch,5,250,2.186387538909912,0.1875,nan,0.0
+batch,5,251,2.1542458534240723,0.25,nan,0.0
+batch,5,252,2.682495594024658,0.0625,nan,0.0
+batch,5,253,2.2035670280456543,0.0625,nan,0.0
+batch,5,254,2.025021553039551,0.125,nan,0.0
+batch,5,255,2.3064727783203125,0.3125,nan,0.0
+batch,5,256,2.01090669631958,0.4375,nan,0.0
+batch,5,257,2.614574909210205,0.125,nan,0.0
+batch,5,258,2.404439926147461,0.125,nan,0.0
+batch,5,259,2.225825309753418,0.125,nan,0.0
+batch,5,260,2.115128517150879,0.3125,nan,0.0
+batch,5,261,2.301292896270752,0.1875,nan,0.0
+batch,5,262,2.2898471355438232,0.1875,nan,0.0
+batch,5,263,2.3286094665527344,0.1875,nan,0.0
+batch,5,264,2.3120486736297607,0.3125,nan,0.0
+batch,5,265,2.213717460632324,0.1875,nan,0.0
+batch,5,266,2.6309876441955566,0.0625,nan,0.0
+batch,5,267,2.1891322135925293,0.125,nan,0.0
+batch,5,268,2.4061279296875,0.25,nan,0.0
+batch,5,269,2.3152191638946533,0.25,nan,0.0
+batch,5,270,2.221867084503174,0.25,nan,0.0
+batch,5,271,2.4733409881591797,0.25,nan,0.0
+batch,5,272,2.3459725379943848,0.1875,nan,0.0
+batch,5,273,2.3527514934539795,0.25,nan,0.0
+batch,5,274,2.314390182495117,0.25,nan,0.0
+batch,5,275,2.428258180618286,0.375,nan,0.0
+batch,5,276,2.04084849357605,0.3125,nan,0.0
+batch,5,277,2.710461139678955,0.0625,nan,0.0
+batch,5,278,2.5084753036499023,0.1875,nan,0.0
+batch,5,279,2.1762547492980957,0.1875,nan,0.0
+batch,5,280,2.4832777976989746,0.3125,nan,0.0
+batch,5,281,2.4096410274505615,0.25,nan,0.0
+batch,5,282,2.1559174060821533,0.1875,nan,0.0
+batch,5,283,2.223527431488037,0.3125,nan,0.0
+batch,5,284,2.6341967582702637,0.0625,nan,0.0
+batch,5,285,2.316516637802124,0.3125,nan,0.0
+batch,5,286,1.8401973247528076,0.4375,nan,0.0
+batch,5,287,2.2317590713500977,0.125,nan,0.0
+batch,5,288,2.622335195541382,0.1875,nan,0.0
+batch,5,289,2.533318042755127,0.0,nan,0.0
+batch,5,290,2.490230083465576,0.125,nan,0.0
+batch,5,291,2.45833158493042,0.0,nan,0.0
+batch,5,292,2.3858790397644043,0.0625,nan,0.0
+batch,5,293,2.6816976070404053,0.1875,nan,0.0
+batch,5,294,2.2280473709106445,0.375,nan,0.0
+batch,5,295,2.1123805046081543,0.1875,nan,0.0
+batch,5,296,2.5373401641845703,0.125,nan,0.0
+batch,5,297,2.537750720977783,0.1875,nan,0.0
+batch,5,298,2.0042366981506348,0.375,nan,0.0
+batch,5,299,2.271960496902466,0.1875,nan,0.0
+batch,5,300,2.3588016033172607,0.25,nan,0.0
+batch,5,301,2.4749040603637695,0.125,nan,0.0
+batch,5,302,2.599672794342041,0.1875,nan,0.0
+batch,5,303,2.070634126663208,0.3125,nan,0.0
+batch,5,304,2.3116703033447266,0.1875,nan,0.0
+batch,5,305,2.182896375656128,0.3125,nan,0.0
+batch,5,306,2.113368272781372,0.3125,nan,0.0
+batch,5,307,2.313445568084717,0.1875,nan,0.0
+batch,5,308,2.3163352012634277,0.1875,nan,0.0
+batch,5,309,2.1477510929107666,0.1875,nan,0.0
+batch,5,310,2.7104225158691406,0.1875,nan,0.0
+batch,5,311,2.7545461654663086,0.0625,nan,0.0
+batch,5,312,2.4567339420318604,0.125,nan,0.0
+batch,5,313,2.433756113052368,0.25,nan,0.0
+batch,5,314,2.3310914039611816,0.25,nan,0.0
+batch,5,315,2.400090217590332,0.3125,nan,0.0
+batch,5,316,2.3049139976501465,0.125,nan,0.0
+batch,5,317,2.4681222438812256,0.0625,nan,0.0
+batch,5,318,2.358184337615967,0.25,nan,0.0
+batch,5,319,2.3231418132781982,0.25,nan,0.0
+batch,5,320,2.090322971343994,0.3125,nan,0.0
+batch,5,321,2.1876752376556396,0.3125,nan,0.0
+batch,5,322,2.697995662689209,0.125,nan,0.0
+batch,5,323,2.420468330383301,0.1875,nan,0.0
+batch,5,324,2.8166651725769043,0.125,nan,0.0
+batch,5,325,2.3268823623657227,0.1875,nan,0.0
+batch,5,326,2.033830404281616,0.25,nan,0.0
+batch,5,327,2.2984824180603027,0.3125,nan,0.0
+batch,5,328,2.506816864013672,0.125,nan,0.0
+batch,5,329,2.152122974395752,0.3125,nan,0.0
+batch,5,330,2.5106871128082275,0.0,nan,0.0
+batch,5,331,2.5019330978393555,0.125,nan,0.0
+batch,5,332,2.1618146896362305,0.375,nan,0.0
+batch,5,333,2.5222599506378174,0.0625,nan,0.0
+batch,5,334,2.2482728958129883,0.1875,nan,0.0
+batch,5,335,2.4035754203796387,0.1875,nan,0.0
+batch,5,336,2.38338565826416,0.25,nan,0.0
+batch,5,337,2.3677892684936523,0.125,nan,0.0
+batch,5,338,2.1438565254211426,0.25,nan,0.0
+batch,5,339,2.6783227920532227,0.25,nan,0.0
+batch,5,340,2.1544854640960693,0.375,nan,0.0
+batch,5,341,2.1136975288391113,0.1875,nan,0.0
+batch,5,342,2.374656915664673,0.3125,nan,0.0
+batch,5,343,2.281979560852051,0.125,nan,0.0
+batch,5,344,2.209984302520752,0.125,nan,0.0
+batch,5,345,2.277348041534424,0.125,nan,0.0
+batch,5,346,2.3548974990844727,0.125,nan,0.0
+batch,5,347,2.6710269451141357,0.125,nan,0.0
+batch,5,348,2.3951289653778076,0.0625,nan,0.0
+batch,5,349,2.3369102478027344,0.1875,nan,0.0
+batch,5,350,2.078855037689209,0.25,nan,0.0
+batch,5,351,2.802605390548706,0.1875,nan,0.0
+batch,5,352,2.2609939575195312,0.1875,nan,0.0
+batch,5,353,2.2400496006011963,0.0625,nan,0.0
+batch,5,354,2.40630841255188,0.0625,nan,0.0
+batch,5,355,2.2802109718322754,0.125,nan,0.0
+batch,5,356,2.7885069847106934,0.125,nan,0.0
+batch,5,357,2.4870595932006836,0.1875,nan,0.0
+batch,5,358,2.210003137588501,0.375,nan,0.0
+batch,5,359,2.2130165100097656,0.1875,nan,0.0
+batch,5,360,2.618363380432129,0.1875,nan,0.0
+batch,5,361,2.452761650085449,0.1875,nan,0.0
+batch,5,362,2.481837749481201,0.25,nan,0.0
+batch,5,363,2.2654929161071777,0.1875,nan,0.0
+batch,5,364,2.4134650230407715,0.0625,nan,0.0
+batch,5,365,1.93618905544281,0.375,nan,0.0
+batch,5,366,2.350233793258667,0.25,nan,0.0
+batch,5,367,2.2523627281188965,0.25,nan,0.0
+batch,5,368,2.2331748008728027,0.1875,nan,0.0
+batch,5,369,2.434328556060791,0.25,nan,0.0
+batch,5,370,2.4396538734436035,0.0,nan,0.0
+batch,5,371,2.706075668334961,0.1875,nan,0.0
+batch,5,372,2.1530871391296387,0.25,nan,0.0
+batch,5,373,2.3084654808044434,0.1875,nan,0.0
+batch,5,374,2.3085856437683105,0.125,nan,0.0
+batch,5,375,2.220050811767578,0.3125,nan,0.0
+batch,5,376,2.2231645584106445,0.25,nan,0.0
+batch,5,377,2.5877950191497803,0.0,nan,0.0
+batch,5,378,2.255584239959717,0.3125,nan,0.0
+batch,5,379,2.689332962036133,0.0625,nan,0.0
+batch,5,380,2.323436975479126,0.1875,nan,0.0
+batch,5,381,2.2911875247955322,0.25,nan,0.0
+batch,5,382,2.4739937782287598,0.125,nan,0.0
+batch,5,383,1.9943068027496338,0.375,nan,0.0
+batch,5,384,2.4704577922821045,0.125,nan,0.0
+batch,5,385,2.1251888275146484,0.3125,nan,0.0
+batch,5,386,2.2364845275878906,0.125,nan,0.0
+batch,5,387,2.3387975692749023,0.25,nan,0.0
+batch,5,388,2.120830535888672,0.125,nan,0.0
+batch,5,389,2.4133596420288086,0.125,nan,0.0
+batch,5,390,2.4150562286376953,0.25,nan,0.0
+batch,5,391,2.4208521842956543,0.125,nan,0.0
+batch,5,392,2.607306480407715,0.0,nan,0.0
+batch,5,393,2.538161039352417,0.0625,nan,0.0
+batch,5,394,2.4020819664001465,0.125,nan,0.0
+batch,5,395,2.193662166595459,0.125,nan,0.0
+batch,5,396,2.5627501010894775,0.1875,nan,0.0
+batch,5,397,2.2240657806396484,0.1875,nan,0.0
+batch,5,398,2.7292888164520264,0.25,nan,0.0
+batch,5,399,2.0764477252960205,0.3125,nan,0.0
+batch,5,400,2.460538625717163,0.1875,nan,0.0
+batch,5,401,2.418367385864258,0.0625,nan,0.0
+batch,5,402,2.2197721004486084,0.25,nan,0.0
+batch,5,403,2.5132269859313965,0.125,nan,0.0
+batch,5,404,2.556504249572754,0.0625,nan,0.0
+batch,5,405,2.3342602252960205,0.125,nan,0.0
+batch,5,406,2.436835289001465,0.0625,nan,0.0
+batch,5,407,2.2018892765045166,0.4375,nan,0.0
+batch,5,408,2.276965618133545,0.125,nan,0.0
+batch,5,409,2.421491861343384,0.125,nan,0.0
+batch,5,410,2.485130548477173,0.1875,nan,0.0
+batch,5,411,2.351104974746704,0.3125,nan,0.0
+batch,5,412,2.357649803161621,0.3125,nan,0.0
+batch,5,413,2.6687088012695312,0.1875,nan,0.0
+batch,5,414,2.451267719268799,0.0625,nan,0.0
+batch,5,415,2.296616554260254,0.0625,nan,0.0
+batch,5,416,2.286005973815918,0.3125,nan,0.0
+batch,5,417,2.469325065612793,0.125,nan,0.0
+batch,5,418,2.3546290397644043,0.1875,nan,0.0
+batch,5,419,2.2391347885131836,0.1875,nan,0.0
+batch,5,420,2.3393197059631348,0.125,nan,0.0
+batch,5,421,2.3513054847717285,0.125,nan,0.0
+batch,5,422,2.553034543991089,0.125,nan,0.0
+batch,5,423,2.373913288116455,0.3125,nan,0.0
+batch,5,424,2.496788501739502,0.125,nan,0.0
+batch,5,425,2.363307476043701,0.0625,nan,0.0
+batch,5,426,2.122939348220825,0.375,nan,0.0
+batch,5,427,2.5721726417541504,0.0,nan,0.0
+batch,5,428,2.6050329208374023,0.1875,nan,0.0
+batch,5,429,1.9765397310256958,0.375,nan,0.0
+batch,5,430,2.281002998352051,0.25,nan,0.0
+batch,5,431,2.2336678504943848,0.1875,nan,0.0
+batch,5,432,2.3881354331970215,0.1875,nan,0.0
+batch,5,433,2.322821617126465,0.1875,nan,0.0
+batch,5,434,2.0142033100128174,0.25,nan,0.0
+batch,5,435,2.0806565284729004,0.3125,nan,0.0
+batch,5,436,2.45320725440979,0.0625,nan,0.0
+batch,5,437,2.3200836181640625,0.1875,nan,0.0
+batch,5,438,2.359084367752075,0.0625,nan,0.0
+batch,5,439,2.607809066772461,0.0625,nan,0.0
+batch,5,440,2.165663719177246,0.25,nan,0.0
+batch,5,441,2.245694398880005,0.375,nan,0.0
+batch,5,442,2.055997610092163,0.4375,nan,0.0
+batch,5,443,2.272003412246704,0.125,nan,0.0
+batch,5,444,2.2684226036071777,0.25,nan,0.0
+batch,5,445,2.614964485168457,0.1875,nan,0.0
+batch,5,446,2.166510581970215,0.1875,nan,0.0
+batch,5,447,2.3109641075134277,0.125,nan,0.0
+batch,5,448,2.320981502532959,0.0625,nan,0.0
+batch,5,449,2.3536295890808105,0.25,nan,0.0
+batch,5,450,2.4206371307373047,0.1875,nan,0.0
+batch,5,451,2.3755345344543457,0.1875,nan,0.0
+batch,5,452,2.247694253921509,0.0625,nan,0.0
+batch,5,453,2.3366036415100098,0.1875,nan,0.0
+batch,5,454,2.364799737930298,0.1875,nan,0.0
+batch,5,455,2.4485831260681152,0.1875,nan,0.0
+batch,5,456,2.3998289108276367,0.25,nan,0.0
+batch,5,457,2.2736759185791016,0.125,nan,0.0
+batch,5,458,2.312220573425293,0.25,nan,0.0
+batch,5,459,2.1448676586151123,0.375,nan,0.0
+batch,5,460,2.49200701713562,0.0625,nan,0.0
+batch,5,461,2.5347952842712402,0.125,nan,0.0
+batch,5,462,2.2762250900268555,0.25,nan,0.0
+batch,5,463,2.473280429840088,0.0625,nan,0.0
+batch,5,464,2.3668856620788574,0.25,nan,0.0
+batch,5,465,2.41178560256958,0.1875,nan,0.0
+batch,5,466,2.09805965423584,0.125,nan,0.0
+batch,5,467,2.4142189025878906,0.125,nan,0.0
+batch,5,468,2.0906827449798584,0.1875,nan,0.0
+batch,5,469,1.980279564857483,0.375,nan,0.0
+batch,5,470,2.1801695823669434,0.25,nan,0.0
+batch,5,471,2.288433074951172,0.1875,nan,0.0
+batch,5,472,2.035320997238159,0.3125,nan,0.0
+batch,5,473,2.271540641784668,0.375,nan,0.0
+batch,5,474,2.1975631713867188,0.375,nan,0.0
+batch,5,475,2.290212631225586,0.125,nan,0.0
+batch,5,476,2.3014414310455322,0.125,nan,0.0
+batch,5,477,2.138740062713623,0.375,nan,0.0
+batch,5,478,2.3001644611358643,0.1875,nan,0.0
+batch,5,479,2.39900803565979,0.25,nan,0.0
+batch,5,480,2.3490548133850098,0.1875,nan,0.0
+batch,5,481,1.9620935916900635,0.375,nan,0.0
+batch,5,482,2.2903809547424316,0.125,nan,0.0
+batch,5,483,2.5973715782165527,0.125,nan,0.0
+batch,5,484,2.3239059448242188,0.0625,nan,0.0
+batch,5,485,2.4795618057250977,0.0625,nan,0.0
+batch,5,486,2.4843497276306152,0.125,nan,0.0
+batch,5,487,2.358926296234131,0.125,nan,0.0
+batch,5,488,2.7272605895996094,0.0,nan,0.0
+batch,5,489,2.3875834941864014,0.1875,nan,0.0
+batch,5,490,2.0255744457244873,0.4375,nan,0.0
+batch,5,491,2.185366630554199,0.1875,nan,0.0
+batch,5,492,2.276071071624756,0.4375,nan,0.0
+batch,5,493,2.079697370529175,0.3125,nan,0.0
+batch,5,494,2.4473214149475098,0.1875,nan,0.0
+batch,5,495,2.1804513931274414,0.25,nan,0.0
+batch,5,496,2.506720542907715,0.0625,nan,0.0
+batch,5,497,2.2511179447174072,0.125,nan,0.0
+batch,5,498,2.3686022758483887,0.1875,nan,0.0
+batch,5,499,1.9752509593963623,0.25,nan,0.0
+batch,5,500,2.5687615871429443,0.0625,nan,0.0
+batch,5,501,2.25696063041687,0.25,nan,0.0
+batch,5,502,1.847707986831665,0.4375,nan,0.0
+batch,5,503,2.0126900672912598,0.3125,nan,0.0
+batch,5,504,2.0178380012512207,0.1875,nan,0.0
+batch,5,505,2.2601282596588135,0.25,nan,0.0
+batch,5,506,2.289236068725586,0.25,nan,0.0
+batch,5,507,2.4214963912963867,0.1875,nan,0.0
+batch,5,508,2.291013717651367,0.0625,nan,0.0
+batch,5,509,2.2451694011688232,0.16666666666666666,nan,0.0
+epoch,5,-1,2.33161835637731,0.20463462481608632,nan,58.24326682090759
+batch,6,0,2.319733142852783,0.125,nan,0.0
+batch,6,1,2.5174641609191895,0.125,nan,0.0
+batch,6,2,2.344449043273926,0.1875,nan,0.0
+batch,6,3,2.168564796447754,0.1875,nan,0.0
+batch,6,4,2.3611607551574707,0.1875,nan,0.0
+batch,6,5,2.3233208656311035,0.25,nan,0.0
+batch,6,6,2.180760383605957,0.3125,nan,0.0
+batch,6,7,2.284414052963257,0.25,nan,0.0
+batch,6,8,2.1752102375030518,0.25,nan,0.0
+batch,6,9,2.3972702026367188,0.0625,nan,0.0
+batch,6,10,2.3034071922302246,0.1875,nan,0.0
+batch,6,11,2.1080214977264404,0.25,nan,0.0
+batch,6,12,2.271224021911621,0.1875,nan,0.0
+batch,6,13,2.7055559158325195,0.0,nan,0.0
+batch,6,14,2.331824779510498,0.1875,nan,0.0
+batch,6,15,2.6215603351593018,0.1875,nan,0.0
+batch,6,16,2.268040180206299,0.1875,nan,0.0
+batch,6,17,2.4291863441467285,0.1875,nan,0.0
+batch,6,18,2.2600889205932617,0.125,nan,0.0
+batch,6,19,2.3885722160339355,0.125,nan,0.0
+batch,6,20,2.308925151824951,0.1875,nan,0.0
+batch,6,21,2.3401434421539307,0.125,nan,0.0
+batch,6,22,2.542908191680908,0.25,nan,0.0
+batch,6,23,2.433803081512451,0.125,nan,0.0
+batch,6,24,2.5400712490081787,0.0625,nan,0.0
+batch,6,25,2.3203024864196777,0.1875,nan,0.0
+batch,6,26,2.1193933486938477,0.375,nan,0.0
+batch,6,27,2.3428637981414795,0.125,nan,0.0
+batch,6,28,2.095853805541992,0.375,nan,0.0
+batch,6,29,2.259385824203491,0.25,nan,0.0
+batch,6,30,2.465991973876953,0.0625,nan,0.0
+batch,6,31,2.1020917892456055,0.375,nan,0.0
+batch,6,32,2.4461312294006348,0.125,nan,0.0
+batch,6,33,1.9292985200881958,0.3125,nan,0.0
+batch,6,34,2.240532875061035,0.25,nan,0.0
+batch,6,35,2.295724391937256,0.25,nan,0.0
+batch,6,36,2.3309664726257324,0.25,nan,0.0
+batch,6,37,2.46988582611084,0.125,nan,0.0
+batch,6,38,2.6056649684906006,0.1875,nan,0.0
+batch,6,39,2.5387306213378906,0.1875,nan,0.0
+batch,6,40,2.4433562755584717,0.125,nan,0.0
+batch,6,41,2.3308286666870117,0.25,nan,0.0
+batch,6,42,2.1602673530578613,0.3125,nan,0.0
+batch,6,43,2.3886055946350098,0.1875,nan,0.0
+batch,6,44,2.2395823001861572,0.25,nan,0.0
+batch,6,45,2.453233480453491,0.0,nan,0.0
+batch,6,46,2.2949814796447754,0.3125,nan,0.0
+batch,6,47,2.3036742210388184,0.1875,nan,0.0
+batch,6,48,2.4243898391723633,0.25,nan,0.0
+batch,6,49,2.282909393310547,0.25,nan,0.0
+batch,6,50,2.154613971710205,0.375,nan,0.0
+batch,6,51,2.0120925903320312,0.3125,nan,0.0
+batch,6,52,2.191957473754883,0.25,nan,0.0
+batch,6,53,2.4411306381225586,0.3125,nan,0.0
+batch,6,54,2.2468557357788086,0.25,nan,0.0
+batch,6,55,2.0122690200805664,0.3125,nan,0.0
+batch,6,56,1.898136854171753,0.4375,nan,0.0
+batch,6,57,2.223875045776367,0.1875,nan,0.0
+batch,6,58,2.1046857833862305,0.375,nan,0.0
+batch,6,59,2.2466583251953125,0.25,nan,0.0
+batch,6,60,2.271556854248047,0.1875,nan,0.0
+batch,6,61,2.1805996894836426,0.125,nan,0.0
+batch,6,62,2.3373751640319824,0.25,nan,0.0
+batch,6,63,2.4951443672180176,0.0625,nan,0.0
+batch,6,64,2.3555259704589844,0.125,nan,0.0
+batch,6,65,1.8420703411102295,0.375,nan,0.0
+batch,6,66,2.1189868450164795,0.1875,nan,0.0
+batch,6,67,2.0708885192871094,0.1875,nan,0.0
+batch,6,68,2.250356435775757,0.125,nan,0.0
+batch,6,69,2.655759811401367,0.1875,nan,0.0
+batch,6,70,2.0456864833831787,0.375,nan,0.0
+batch,6,71,1.9922304153442383,0.3125,nan,0.0
+batch,6,72,2.4336142539978027,0.1875,nan,0.0
+batch,6,73,2.0375020503997803,0.25,nan,0.0
+batch,6,74,2.317612648010254,0.25,nan,0.0
+batch,6,75,2.318053722381592,0.1875,nan,0.0
+batch,6,76,2.238563060760498,0.1875,nan,0.0
+batch,6,77,2.3532795906066895,0.1875,nan,0.0
+batch,6,78,2.4281716346740723,0.25,nan,0.0
+batch,6,79,2.35741925239563,0.1875,nan,0.0
+batch,6,80,2.377596378326416,0.0625,nan,0.0
+batch,6,81,2.4079911708831787,0.1875,nan,0.0
+batch,6,82,1.931104063987732,0.4375,nan,0.0
+batch,6,83,2.2068233489990234,0.25,nan,0.0
+batch,6,84,2.022336006164551,0.1875,nan,0.0
+batch,6,85,2.510425090789795,0.125,nan,0.0
+batch,6,86,2.2732677459716797,0.3125,nan,0.0
+batch,6,87,2.370839834213257,0.1875,nan,0.0
+batch,6,88,2.1478753089904785,0.375,nan,0.0
+batch,6,89,2.157613754272461,0.3125,nan,0.0
+batch,6,90,2.124722480773926,0.25,nan,0.0
+batch,6,91,2.279853343963623,0.3125,nan,0.0
+batch,6,92,2.477219343185425,0.1875,nan,0.0
+batch,6,93,2.216991901397705,0.4375,nan,0.0
+batch,6,94,2.2142984867095947,0.3125,nan,0.0
+batch,6,95,2.166539192199707,0.1875,nan,0.0
+batch,6,96,2.3267838954925537,0.375,nan,0.0
+batch,6,97,2.334674835205078,0.125,nan,0.0
+batch,6,98,2.2045295238494873,0.1875,nan,0.0
+batch,6,99,2.529555320739746,0.25,nan,0.0
+batch,6,100,2.285878896713257,0.1875,nan,0.0
+batch,6,101,2.301274061203003,0.25,nan,0.0
+batch,6,102,2.1815884113311768,0.25,nan,0.0
+batch,6,103,2.4945287704467773,0.25,nan,0.0
+batch,6,104,2.473971366882324,0.1875,nan,0.0
+batch,6,105,2.440356492996216,0.375,nan,0.0
+batch,6,106,1.9931198358535767,0.1875,nan,0.0
+batch,6,107,2.339970588684082,0.125,nan,0.0
+batch,6,108,2.226405143737793,0.3125,nan,0.0
+batch,6,109,2.1473889350891113,0.1875,nan,0.0
+batch,6,110,1.8859636783599854,0.4375,nan,0.0
+batch,6,111,2.414466381072998,0.125,nan,0.0
+batch,6,112,2.2522194385528564,0.1875,nan,0.0
+batch,6,113,2.6638574600219727,0.0625,nan,0.0
+batch,6,114,2.303060293197632,0.25,nan,0.0
+batch,6,115,1.9747223854064941,0.3125,nan,0.0
+batch,6,116,2.3059659004211426,0.125,nan,0.0
+batch,6,117,2.1315062046051025,0.1875,nan,0.0
+batch,6,118,2.506959915161133,0.125,nan,0.0
+batch,6,119,2.354680061340332,0.125,nan,0.0
+batch,6,120,2.356442451477051,0.125,nan,0.0
+batch,6,121,2.2790701389312744,0.25,nan,0.0
+batch,6,122,2.399601936340332,0.0625,nan,0.0
+batch,6,123,2.3279409408569336,0.25,nan,0.0
+batch,6,124,2.5449647903442383,0.125,nan,0.0
+batch,6,125,2.4668915271759033,0.1875,nan,0.0
+batch,6,126,2.6170902252197266,0.25,nan,0.0
+batch,6,127,2.224135398864746,0.25,nan,0.0
+batch,6,128,2.5229060649871826,0.25,nan,0.0
+batch,6,129,2.3616905212402344,0.0625,nan,0.0
+batch,6,130,1.9939045906066895,0.3125,nan,0.0
+batch,6,131,2.210599899291992,0.375,nan,0.0
+batch,6,132,2.0299906730651855,0.3125,nan,0.0
+batch,6,133,2.347245454788208,0.25,nan,0.0
+batch,6,134,2.0757598876953125,0.3125,nan,0.0
+batch,6,135,2.134345293045044,0.375,nan,0.0
+batch,6,136,2.0224008560180664,0.375,nan,0.0
+batch,6,137,2.3511178493499756,0.1875,nan,0.0
+batch,6,138,2.385763168334961,0.1875,nan,0.0
+batch,6,139,2.1976373195648193,0.3125,nan,0.0
+batch,6,140,2.7306957244873047,0.1875,nan,0.0
+batch,6,141,2.0370514392852783,0.3125,nan,0.0
+batch,6,142,2.0769855976104736,0.25,nan,0.0
+batch,6,143,2.548272132873535,0.25,nan,0.0
+batch,6,144,2.486358880996704,0.125,nan,0.0
+batch,6,145,2.3234140872955322,0.0625,nan,0.0
+batch,6,146,2.332798480987549,0.125,nan,0.0
+batch,6,147,2.3983612060546875,0.1875,nan,0.0
+batch,6,148,2.117860794067383,0.125,nan,0.0
+batch,6,149,1.9193174839019775,0.25,nan,0.0
+batch,6,150,2.3223140239715576,0.3125,nan,0.0
+batch,6,151,2.5998482704162598,0.25,nan,0.0
+batch,6,152,2.397095203399658,0.25,nan,0.0
+batch,6,153,2.152350425720215,0.25,nan,0.0
+batch,6,154,2.4707794189453125,0.125,nan,0.0
+batch,6,155,2.485215663909912,0.125,nan,0.0
+batch,6,156,2.002336025238037,0.3125,nan,0.0
+batch,6,157,2.217317581176758,0.0625,nan,0.0
+batch,6,158,2.2142698764801025,0.375,nan,0.0
+batch,6,159,2.074920654296875,0.25,nan,0.0
+batch,6,160,2.2159624099731445,0.25,nan,0.0
+batch,6,161,2.514346122741699,0.1875,nan,0.0
+batch,6,162,2.331303358078003,0.25,nan,0.0
+batch,6,163,2.3128910064697266,0.3125,nan,0.0
+batch,6,164,2.316120147705078,0.1875,nan,0.0
+batch,6,165,1.932206630706787,0.375,nan,0.0
+batch,6,166,2.781404972076416,0.0,nan,0.0
+batch,6,167,2.1411075592041016,0.375,nan,0.0
+batch,6,168,2.32538104057312,0.1875,nan,0.0
+batch,6,169,2.2339751720428467,0.1875,nan,0.0
+batch,6,170,2.454272985458374,0.1875,nan,0.0
+batch,6,171,2.497184991836548,0.125,nan,0.0
+batch,6,172,2.2130770683288574,0.25,nan,0.0
+batch,6,173,2.5958709716796875,0.125,nan,0.0
+batch,6,174,2.0113871097564697,0.375,nan,0.0
+batch,6,175,2.36328387260437,0.125,nan,0.0
+batch,6,176,2.0681028366088867,0.375,nan,0.0
+batch,6,177,2.31254506111145,0.3125,nan,0.0
+batch,6,178,2.078234910964966,0.3125,nan,0.0
+batch,6,179,2.286890983581543,0.125,nan,0.0
+batch,6,180,2.5887084007263184,0.125,nan,0.0
+batch,6,181,2.2025468349456787,0.3125,nan,0.0
+batch,6,182,2.3027641773223877,0.0625,nan,0.0
+batch,6,183,2.356907367706299,0.3125,nan,0.0
+batch,6,184,2.092409610748291,0.375,nan,0.0
+batch,6,185,2.1001203060150146,0.125,nan,0.0
+batch,6,186,2.096449136734009,0.0625,nan,0.0
+batch,6,187,2.337522268295288,0.375,nan,0.0
+batch,6,188,2.107003688812256,0.375,nan,0.0
+batch,6,189,2.3370108604431152,0.25,nan,0.0
+batch,6,190,1.9563276767730713,0.5,nan,0.0
+batch,6,191,2.389962673187256,0.0,nan,0.0
+batch,6,192,2.155592203140259,0.1875,nan,0.0
+batch,6,193,2.637669563293457,0.0625,nan,0.0
+batch,6,194,2.3489255905151367,0.125,nan,0.0
+batch,6,195,2.1947779655456543,0.25,nan,0.0
+batch,6,196,2.508385419845581,0.0625,nan,0.0
+batch,6,197,2.465315818786621,0.125,nan,0.0
+batch,6,198,2.1791000366210938,0.25,nan,0.0
+batch,6,199,2.1091415882110596,0.375,nan,0.0
+batch,6,200,2.3620195388793945,0.125,nan,0.0
+batch,6,201,2.1623334884643555,0.0625,nan,0.0
+batch,6,202,2.147803544998169,0.25,nan,0.0
+batch,6,203,2.1982674598693848,0.25,nan,0.0
+batch,6,204,2.0160326957702637,0.375,nan,0.0
+batch,6,205,2.1253461837768555,0.25,nan,0.0
+batch,6,206,1.9744493961334229,0.4375,nan,0.0
+batch,6,207,2.3606624603271484,0.1875,nan,0.0
+batch,6,208,2.1167502403259277,0.25,nan,0.0
+batch,6,209,2.523131847381592,0.125,nan,0.0
+batch,6,210,2.1522181034088135,0.4375,nan,0.0
+batch,6,211,2.070720911026001,0.1875,nan,0.0
+batch,6,212,2.502336263656616,0.1875,nan,0.0
+batch,6,213,2.4605937004089355,0.0625,nan,0.0
+batch,6,214,2.2137420177459717,0.3125,nan,0.0
+batch,6,215,2.0933573246002197,0.25,nan,0.0
+batch,6,216,2.408141613006592,0.25,nan,0.0
+batch,6,217,2.0668587684631348,0.4375,nan,0.0
+batch,6,218,2.6492092609405518,0.1875,nan,0.0
+batch,6,219,2.3907055854797363,0.1875,nan,0.0
+batch,6,220,2.2460744380950928,0.375,nan,0.0
+batch,6,221,2.284648895263672,0.25,nan,0.0
+batch,6,222,2.279256820678711,0.25,nan,0.0
+batch,6,223,2.2729485034942627,0.0625,nan,0.0
+batch,6,224,2.3297719955444336,0.25,nan,0.0
+batch,6,225,2.4226057529449463,0.375,nan,0.0
+batch,6,226,2.454289436340332,0.1875,nan,0.0
+batch,6,227,2.474546194076538,0.1875,nan,0.0
+batch,6,228,2.5103540420532227,0.1875,nan,0.0
+batch,6,229,2.09710693359375,0.25,nan,0.0
+batch,6,230,2.144744634628296,0.25,nan,0.0
+batch,6,231,2.2796645164489746,0.1875,nan,0.0
+batch,6,232,2.316242218017578,0.0625,nan,0.0
+batch,6,233,2.4066853523254395,0.1875,nan,0.0
+batch,6,234,2.3077383041381836,0.4375,nan,0.0
+batch,6,235,2.2677698135375977,0.25,nan,0.0
+batch,6,236,2.0830678939819336,0.25,nan,0.0
+batch,6,237,2.0612611770629883,0.1875,nan,0.0
+batch,6,238,2.4281198978424072,0.1875,nan,0.0
+batch,6,239,2.3555984497070312,0.25,nan,0.0
+batch,6,240,2.053260564804077,0.25,nan,0.0
+batch,6,241,2.0431692600250244,0.1875,nan,0.0
+batch,6,242,2.3215904235839844,0.125,nan,0.0
+batch,6,243,2.4640321731567383,0.1875,nan,0.0
+batch,6,244,2.6583542823791504,0.3125,nan,0.0
+batch,6,245,2.2098519802093506,0.1875,nan,0.0
+batch,6,246,2.6120355129241943,0.25,nan,0.0
+batch,6,247,2.266892910003662,0.25,nan,0.0
+batch,6,248,2.1605122089385986,0.25,nan,0.0
+batch,6,249,2.2710824012756348,0.3125,nan,0.0
+batch,6,250,2.3303351402282715,0.25,nan,0.0
+batch,6,251,2.367790937423706,0.1875,nan,0.0
+batch,6,252,2.4152839183807373,0.1875,nan,0.0
+batch,6,253,2.3482255935668945,0.125,nan,0.0
+batch,6,254,2.2979109287261963,0.375,nan,0.0
+batch,6,255,2.4207258224487305,0.1875,nan,0.0
+batch,6,256,2.5470571517944336,0.0,nan,0.0
+batch,6,257,2.308907985687256,0.125,nan,0.0
+batch,6,258,2.3651795387268066,0.125,nan,0.0
+batch,6,259,2.394965410232544,0.125,nan,0.0
+batch,6,260,2.4647414684295654,0.0,nan,0.0
+batch,6,261,1.9317982196807861,0.5,nan,0.0
+batch,6,262,2.4317970275878906,0.25,nan,0.0
+batch,6,263,1.9237130880355835,0.3125,nan,0.0
+batch,6,264,2.2801079750061035,0.125,nan,0.0
+batch,6,265,2.604856491088867,0.1875,nan,0.0
+batch,6,266,2.1908986568450928,0.4375,nan,0.0
+batch,6,267,2.3543455600738525,0.25,nan,0.0
+batch,6,268,2.4434823989868164,0.0625,nan,0.0
+batch,6,269,2.5401558876037598,0.125,nan,0.0
+batch,6,270,2.454711675643921,0.0625,nan,0.0
+batch,6,271,2.114152669906616,0.375,nan,0.0
+batch,6,272,2.174561023712158,0.25,nan,0.0
+batch,6,273,2.140698194503784,0.25,nan,0.0
+batch,6,274,2.461668014526367,0.125,nan,0.0
+batch,6,275,2.267178535461426,0.3125,nan,0.0
+batch,6,276,2.163450241088867,0.3125,nan,0.0
+batch,6,277,2.8325772285461426,0.25,nan,0.0
+batch,6,278,2.452195167541504,0.1875,nan,0.0
+batch,6,279,2.4989919662475586,0.1875,nan,0.0
+batch,6,280,2.4718739986419678,0.0625,nan,0.0
+batch,6,281,1.9143497943878174,0.375,nan,0.0
+batch,6,282,2.241955280303955,0.25,nan,0.0
+batch,6,283,2.339073657989502,0.25,nan,0.0
+batch,6,284,2.5701234340667725,0.1875,nan,0.0
+batch,6,285,2.65268611907959,0.0625,nan,0.0
+batch,6,286,2.3020122051239014,0.1875,nan,0.0
+batch,6,287,2.239499092102051,0.125,nan,0.0
+batch,6,288,2.0499606132507324,0.1875,nan,0.0
+batch,6,289,2.553072452545166,0.125,nan,0.0
+batch,6,290,2.178211212158203,0.25,nan,0.0
+batch,6,291,2.6276638507843018,0.0625,nan,0.0
+batch,6,292,2.583489179611206,0.125,nan,0.0
+batch,6,293,2.440807342529297,0.0625,nan,0.0
+batch,6,294,2.0102713108062744,0.3125,nan,0.0
+batch,6,295,2.2828688621520996,0.125,nan,0.0
+batch,6,296,2.0835928916931152,0.375,nan,0.0
+batch,6,297,2.1218528747558594,0.4375,nan,0.0
+batch,6,298,2.0893545150756836,0.25,nan,0.0
+batch,6,299,2.1525750160217285,0.4375,nan,0.0
+batch,6,300,2.5007567405700684,0.1875,nan,0.0
+batch,6,301,2.4034266471862793,0.1875,nan,0.0
+batch,6,302,2.4357852935791016,0.0625,nan,0.0
+batch,6,303,2.339005947113037,0.125,nan,0.0
+batch,6,304,2.421800136566162,0.125,nan,0.0
+batch,6,305,2.208312511444092,0.375,nan,0.0
+batch,6,306,2.106456756591797,0.1875,nan,0.0
+batch,6,307,2.6896843910217285,0.0625,nan,0.0
+batch,6,308,2.7054977416992188,0.125,nan,0.0
+batch,6,309,2.380882740020752,0.0625,nan,0.0
+batch,6,310,2.2840828895568848,0.1875,nan,0.0
+batch,6,311,2.14965558052063,0.125,nan,0.0
+batch,6,312,2.4124269485473633,0.125,nan,0.0
+batch,6,313,2.5696797370910645,0.3125,nan,0.0
+batch,6,314,2.434682607650757,0.0625,nan,0.0
+batch,6,315,2.2883710861206055,0.25,nan,0.0
+batch,6,316,2.1880290508270264,0.1875,nan,0.0
+batch,6,317,2.476536750793457,0.0625,nan,0.0
+batch,6,318,2.207566499710083,0.125,nan,0.0
+batch,6,319,2.121342897415161,0.5625,nan,0.0
+batch,6,320,2.2947511672973633,0.125,nan,0.0
+batch,6,321,2.302274703979492,0.25,nan,0.0
+batch,6,322,2.3214797973632812,0.1875,nan,0.0
+batch,6,323,2.4967212677001953,0.0625,nan,0.0
+batch,6,324,2.2517073154449463,0.25,nan,0.0
+batch,6,325,2.235114336013794,0.4375,nan,0.0
+batch,6,326,2.674501419067383,0.0,nan,0.0
+batch,6,327,2.1304829120635986,0.25,nan,0.0
+batch,6,328,2.277855396270752,0.1875,nan,0.0
+batch,6,329,2.322219133377075,0.25,nan,0.0
+batch,6,330,2.410923719406128,0.3125,nan,0.0
+batch,6,331,1.9925951957702637,0.3125,nan,0.0
+batch,6,332,2.31888484954834,0.25,nan,0.0
+batch,6,333,2.2064733505249023,0.1875,nan,0.0
+batch,6,334,2.4817657470703125,0.125,nan,0.0
+batch,6,335,2.5914645195007324,0.1875,nan,0.0
+batch,6,336,1.9903538227081299,0.25,nan,0.0
+batch,6,337,2.2858943939208984,0.25,nan,0.0
+batch,6,338,2.1729512214660645,0.375,nan,0.0
+batch,6,339,2.309988260269165,0.1875,nan,0.0
+batch,6,340,2.4940757751464844,0.3125,nan,0.0
+batch,6,341,2.4425482749938965,0.1875,nan,0.0
+batch,6,342,2.3812286853790283,0.375,nan,0.0
+batch,6,343,2.403841972351074,0.25,nan,0.0
+batch,6,344,2.1192467212677,0.25,nan,0.0
+batch,6,345,2.3576385974884033,0.25,nan,0.0
+batch,6,346,2.1184885501861572,0.25,nan,0.0
+batch,6,347,2.3721566200256348,0.3125,nan,0.0
+batch,6,348,2.224851369857788,0.375,nan,0.0
+batch,6,349,2.063100576400757,0.1875,nan,0.0
+batch,6,350,2.6578023433685303,0.125,nan,0.0
+batch,6,351,2.4390902519226074,0.125,nan,0.0
+batch,6,352,2.254833221435547,0.1875,nan,0.0
+batch,6,353,1.820499300956726,0.4375,nan,0.0
+batch,6,354,2.055558204650879,0.3125,nan,0.0
+batch,6,355,2.79646635055542,0.1875,nan,0.0
+batch,6,356,2.0942275524139404,0.25,nan,0.0
+batch,6,357,2.265881299972534,0.3125,nan,0.0
+batch,6,358,2.2564096450805664,0.1875,nan,0.0
+batch,6,359,2.1533055305480957,0.25,nan,0.0
+batch,6,360,1.8517570495605469,0.375,nan,0.0
+batch,6,361,2.37992525100708,0.3125,nan,0.0
+batch,6,362,2.261436700820923,0.125,nan,0.0
+batch,6,363,2.2511680126190186,0.125,nan,0.0
+batch,6,364,2.394467353820801,0.0625,nan,0.0
+batch,6,365,2.379399299621582,0.25,nan,0.0
+batch,6,366,1.9307054281234741,0.3125,nan,0.0
+batch,6,367,2.747823715209961,0.0625,nan,0.0
+batch,6,368,2.0137791633605957,0.5,nan,0.0
+batch,6,369,2.371748685836792,0.1875,nan,0.0
+batch,6,370,2.4069759845733643,0.1875,nan,0.0
+batch,6,371,2.6056578159332275,0.0625,nan,0.0
+batch,6,372,2.1970598697662354,0.25,nan,0.0
+batch,6,373,2.091031789779663,0.375,nan,0.0
+batch,6,374,2.5793662071228027,0.0625,nan,0.0
+batch,6,375,2.1727795600891113,0.1875,nan,0.0
+batch,6,376,2.2591264247894287,0.1875,nan,0.0
+batch,6,377,2.3265700340270996,0.3125,nan,0.0
+batch,6,378,2.514956474304199,0.125,nan,0.0
+batch,6,379,2.159099578857422,0.375,nan,0.0
+batch,6,380,2.199617385864258,0.3125,nan,0.0
+batch,6,381,2.364342451095581,0.1875,nan,0.0
+batch,6,382,2.2608649730682373,0.1875,nan,0.0
+batch,6,383,2.3041799068450928,0.3125,nan,0.0
+batch,6,384,1.9757357835769653,0.25,nan,0.0
+batch,6,385,2.5027925968170166,0.125,nan,0.0
+batch,6,386,2.284569025039673,0.0625,nan,0.0
+batch,6,387,1.967527151107788,0.375,nan,0.0
+batch,6,388,2.435645580291748,0.3125,nan,0.0
+batch,6,389,2.152435302734375,0.1875,nan,0.0
+batch,6,390,2.30763578414917,0.25,nan,0.0
+batch,6,391,2.141935110092163,0.25,nan,0.0
+batch,6,392,2.3780040740966797,0.125,nan,0.0
+batch,6,393,2.0213725566864014,0.375,nan,0.0
+batch,6,394,2.3016610145568848,0.0625,nan,0.0
+batch,6,395,2.4298791885375977,0.25,nan,0.0
+batch,6,396,2.3734941482543945,0.1875,nan,0.0
+batch,6,397,2.1644139289855957,0.25,nan,0.0
+batch,6,398,2.0523719787597656,0.125,nan,0.0
+batch,6,399,2.5668487548828125,0.3125,nan,0.0
+batch,6,400,2.3232665061950684,0.0625,nan,0.0
+batch,6,401,2.099727153778076,0.3125,nan,0.0
+batch,6,402,2.1886515617370605,0.25,nan,0.0
+batch,6,403,2.2952346801757812,0.25,nan,0.0
+batch,6,404,2.34079647064209,0.0625,nan,0.0
+batch,6,405,2.4148988723754883,0.0625,nan,0.0
+batch,6,406,2.2033963203430176,0.25,nan,0.0
+batch,6,407,2.505967140197754,0.125,nan,0.0
+batch,6,408,2.0494384765625,0.3125,nan,0.0
+batch,6,409,2.6014938354492188,0.125,nan,0.0
+batch,6,410,2.3181912899017334,0.1875,nan,0.0
+batch,6,411,1.8374438285827637,0.5,nan,0.0
+batch,6,412,2.4483776092529297,0.25,nan,0.0
+batch,6,413,1.9848417043685913,0.25,nan,0.0
+batch,6,414,2.479245185852051,0.1875,nan,0.0
+batch,6,415,2.235185384750366,0.125,nan,0.0
+batch,6,416,2.3864710330963135,0.1875,nan,0.0
+batch,6,417,2.417848825454712,0.1875,nan,0.0
+batch,6,418,2.212573528289795,0.4375,nan,0.0
+batch,6,419,2.365687847137451,0.25,nan,0.0
+batch,6,420,2.226806163787842,0.25,nan,0.0
+batch,6,421,2.485109806060791,0.1875,nan,0.0
+batch,6,422,2.1464624404907227,0.4375,nan,0.0
+batch,6,423,2.132591724395752,0.1875,nan,0.0
+batch,6,424,2.0880327224731445,0.125,nan,0.0
+batch,6,425,2.024315357208252,0.25,nan,0.0
+batch,6,426,2.1489901542663574,0.125,nan,0.0
+batch,6,427,2.2107620239257812,0.25,nan,0.0
+batch,6,428,2.098142385482788,0.4375,nan,0.0
+batch,6,429,1.8977701663970947,0.5,nan,0.0
+batch,6,430,2.1740918159484863,0.4375,nan,0.0
+batch,6,431,2.2708868980407715,0.1875,nan,0.0
+batch,6,432,2.4120092391967773,0.125,nan,0.0
+batch,6,433,2.1427485942840576,0.3125,nan,0.0
+batch,6,434,2.26326322555542,0.3125,nan,0.0
+batch,6,435,2.108441114425659,0.1875,nan,0.0
+batch,6,436,1.9807748794555664,0.5625,nan,0.0
+batch,6,437,2.406015396118164,0.125,nan,0.0
+batch,6,438,2.5435752868652344,0.0625,nan,0.0
+batch,6,439,2.380340337753296,0.125,nan,0.0
+batch,6,440,2.5115532875061035,0.0625,nan,0.0
+batch,6,441,2.500455141067505,0.125,nan,0.0
+batch,6,442,1.9968314170837402,0.25,nan,0.0
+batch,6,443,2.1908063888549805,0.25,nan,0.0
+batch,6,444,2.3505985736846924,0.25,nan,0.0
+batch,6,445,2.142852783203125,0.1875,nan,0.0
+batch,6,446,2.729536771774292,0.1875,nan,0.0
+batch,6,447,2.0490341186523438,0.25,nan,0.0
+batch,6,448,2.4419515132904053,0.125,nan,0.0
+batch,6,449,2.0724356174468994,0.25,nan,0.0
+batch,6,450,1.8203786611557007,0.4375,nan,0.0
+batch,6,451,2.082369804382324,0.1875,nan,0.0
+batch,6,452,2.302891969680786,0.125,nan,0.0
+batch,6,453,2.2062389850616455,0.25,nan,0.0
+batch,6,454,2.1652214527130127,0.1875,nan,0.0
+batch,6,455,2.1003036499023438,0.25,nan,0.0
+batch,6,456,2.489041328430176,0.1875,nan,0.0
+batch,6,457,2.3783082962036133,0.375,nan,0.0
+batch,6,458,2.1767327785491943,0.3125,nan,0.0
+batch,6,459,2.0863332748413086,0.125,nan,0.0
+batch,6,460,2.657581329345703,0.1875,nan,0.0
+batch,6,461,2.2492878437042236,0.3125,nan,0.0
+batch,6,462,2.3991522789001465,0.125,nan,0.0
+batch,6,463,2.209524154663086,0.1875,nan,0.0
+batch,6,464,2.1197402477264404,0.25,nan,0.0
+batch,6,465,2.2185752391815186,0.1875,nan,0.0
+batch,6,466,2.041482448577881,0.25,nan,0.0
+batch,6,467,2.1154282093048096,0.125,nan,0.0
+batch,6,468,2.1415154933929443,0.3125,nan,0.0
+batch,6,469,2.4903039932250977,0.1875,nan,0.0
+batch,6,470,2.3917603492736816,0.125,nan,0.0
+batch,6,471,2.2456560134887695,0.125,nan,0.0
+batch,6,472,2.075778007507324,0.25,nan,0.0
+batch,6,473,2.488448143005371,0.0625,nan,0.0
+batch,6,474,2.4804232120513916,0.0625,nan,0.0
+batch,6,475,2.1564621925354004,0.1875,nan,0.0
+batch,6,476,2.0479488372802734,0.375,nan,0.0
+batch,6,477,2.159618377685547,0.25,nan,0.0
+batch,6,478,2.0030012130737305,0.25,nan,0.0
+batch,6,479,2.584083318710327,0.0625,nan,0.0
+batch,6,480,2.2226181030273438,0.1875,nan,0.0
+batch,6,481,1.9403127431869507,0.25,nan,0.0
+batch,6,482,2.2177774906158447,0.1875,nan,0.0
+batch,6,483,2.294687271118164,0.3125,nan,0.0
+batch,6,484,2.1273012161254883,0.25,nan,0.0
+batch,6,485,2.2513952255249023,0.1875,nan,0.0
+batch,6,486,2.537662982940674,0.125,nan,0.0
+batch,6,487,2.30488920211792,0.25,nan,0.0
+batch,6,488,2.194603443145752,0.1875,nan,0.0
+batch,6,489,2.2988991737365723,0.25,nan,0.0
+batch,6,490,2.156860828399658,0.25,nan,0.0
+batch,6,491,2.309500217437744,0.125,nan,0.0
+batch,6,492,2.02547287940979,0.1875,nan,0.0
+batch,6,493,2.4067466259002686,0.3125,nan,0.0
+batch,6,494,2.4296815395355225,0.1875,nan,0.0
+batch,6,495,2.0634210109710693,0.25,nan,0.0
+batch,6,496,2.3870887756347656,0.125,nan,0.0
+batch,6,497,2.2727584838867188,0.25,nan,0.0
+batch,6,498,2.2960362434387207,0.1875,nan,0.0
+batch,6,499,2.335433006286621,0.25,nan,0.0
+batch,6,500,2.325592041015625,0.1875,nan,0.0
+batch,6,501,2.336642265319824,0.3125,nan,0.0
+batch,6,502,2.0788755416870117,0.125,nan,0.0
+batch,6,503,2.5484371185302734,0.1875,nan,0.0
+batch,6,504,2.599287509918213,0.125,nan,0.0
+batch,6,505,2.402758836746216,0.1875,nan,0.0
+batch,6,506,2.235466718673706,0.1875,nan,0.0
+batch,6,507,2.3385300636291504,0.125,nan,0.0
+batch,6,508,2.077629804611206,0.375,nan,0.0
+batch,6,509,2.1460931301116943,0.08333333333333333,nan,0.0
+epoch,6,-1,2.2872116511916927,0.2209416380578715,nan,59.422189235687256
+batch,7,0,2.458404064178467,0.25,nan,0.0
+batch,7,1,1.9096827507019043,0.375,nan,0.0
+batch,7,2,2.401597261428833,0.1875,nan,0.0
+batch,7,3,2.4659652709960938,0.3125,nan,0.0
+batch,7,4,2.1929545402526855,0.125,nan,0.0
+batch,7,5,2.3583879470825195,0.1875,nan,0.0
+batch,7,6,1.9673068523406982,0.3125,nan,0.0
+batch,7,7,2.1791059970855713,0.125,nan,0.0
+batch,7,8,2.290493965148926,0.25,nan,0.0
+batch,7,9,2.125741958618164,0.3125,nan,0.0
+batch,7,10,2.3793277740478516,0.125,nan,0.0
+batch,7,11,1.9072906970977783,0.3125,nan,0.0
+batch,7,12,2.2099318504333496,0.3125,nan,0.0
+batch,7,13,2.5043487548828125,0.125,nan,0.0
+batch,7,14,2.462395191192627,0.1875,nan,0.0
+batch,7,15,2.0837831497192383,0.25,nan,0.0
+batch,7,16,2.3402411937713623,0.25,nan,0.0
+batch,7,17,2.0824241638183594,0.3125,nan,0.0
+batch,7,18,1.989012360572815,0.375,nan,0.0
+batch,7,19,2.1854195594787598,0.25,nan,0.0
+batch,7,20,2.168825387954712,0.25,nan,0.0
+batch,7,21,2.320396900177002,0.3125,nan,0.0
+batch,7,22,2.229487419128418,0.25,nan,0.0
+batch,7,23,2.1915407180786133,0.125,nan,0.0
+batch,7,24,2.2298386096954346,0.25,nan,0.0
+batch,7,25,2.187649726867676,0.3125,nan,0.0
+batch,7,26,2.368856430053711,0.375,nan,0.0
+batch,7,27,2.3186681270599365,0.25,nan,0.0
+batch,7,28,2.177582025527954,0.1875,nan,0.0
+batch,7,29,2.3208441734313965,0.125,nan,0.0
+batch,7,30,1.9693660736083984,0.25,nan,0.0
+batch,7,31,1.989226222038269,0.25,nan,0.0
+batch,7,32,2.049114227294922,0.1875,nan,0.0
+batch,7,33,2.5219788551330566,0.1875,nan,0.0
+batch,7,34,2.4158759117126465,0.25,nan,0.0
+batch,7,35,2.537173271179199,0.1875,nan,0.0
+batch,7,36,2.0368270874023438,0.375,nan,0.0
+batch,7,37,1.9013639688491821,0.5,nan,0.0
+batch,7,38,2.072584629058838,0.3125,nan,0.0
+batch,7,39,1.9890655279159546,0.3125,nan,0.0
+batch,7,40,2.305785655975342,0.0625,nan,0.0
+batch,7,41,2.4535932540893555,0.1875,nan,0.0
+batch,7,42,2.1768534183502197,0.125,nan,0.0
+batch,7,43,2.286869525909424,0.375,nan,0.0
+batch,7,44,1.9187133312225342,0.375,nan,0.0
+batch,7,45,2.283512592315674,0.25,nan,0.0
+batch,7,46,2.1304922103881836,0.3125,nan,0.0
+batch,7,47,2.1608922481536865,0.3125,nan,0.0
+batch,7,48,2.6663076877593994,0.1875,nan,0.0
+batch,7,49,2.29682993888855,0.375,nan,0.0
+batch,7,50,2.1765122413635254,0.1875,nan,0.0
+batch,7,51,2.3493313789367676,0.0,nan,0.0
+batch,7,52,2.7124111652374268,0.125,nan,0.0
+batch,7,53,2.080216407775879,0.3125,nan,0.0
+batch,7,54,2.677746534347534,0.1875,nan,0.0
+batch,7,55,1.906975269317627,0.375,nan,0.0
+batch,7,56,2.124469518661499,0.25,nan,0.0
+batch,7,57,1.6874397993087769,0.3125,nan,0.0
+batch,7,58,2.1726579666137695,0.25,nan,0.0
+batch,7,59,2.2309885025024414,0.375,nan,0.0
+batch,7,60,2.0975167751312256,0.25,nan,0.0
+batch,7,61,2.277009963989258,0.125,nan,0.0
+batch,7,62,2.043154239654541,0.4375,nan,0.0
+batch,7,63,2.249588966369629,0.125,nan,0.0
+batch,7,64,2.4656858444213867,0.1875,nan,0.0
+batch,7,65,2.1945042610168457,0.25,nan,0.0
+batch,7,66,1.8224568367004395,0.4375,nan,0.0
+batch,7,67,2.020012378692627,0.1875,nan,0.0
+batch,7,68,1.993038535118103,0.375,nan,0.0
+batch,7,69,2.416973352432251,0.125,nan,0.0
+batch,7,70,2.031752109527588,0.375,nan,0.0
+batch,7,71,2.238635301589966,0.1875,nan,0.0
+batch,7,72,2.2533068656921387,0.25,nan,0.0
+batch,7,73,2.4045422077178955,0.125,nan,0.0
+batch,7,74,2.3994812965393066,0.25,nan,0.0
+batch,7,75,2.3833155632019043,0.3125,nan,0.0
+batch,7,76,2.1909639835357666,0.4375,nan,0.0
+batch,7,77,2.2466912269592285,0.1875,nan,0.0
+batch,7,78,2.182055711746216,0.3125,nan,0.0
+batch,7,79,2.3937811851501465,0.25,nan,0.0
+batch,7,80,2.0634372234344482,0.3125,nan,0.0
+batch,7,81,2.661123275756836,0.0,nan,0.0
+batch,7,82,2.594738483428955,0.0625,nan,0.0
+batch,7,83,2.2595901489257812,0.3125,nan,0.0
+batch,7,84,2.081759452819824,0.4375,nan,0.0
+batch,7,85,2.254450798034668,0.25,nan,0.0
+batch,7,86,2.4252305030822754,0.3125,nan,0.0
+batch,7,87,2.0771028995513916,0.3125,nan,0.0
+batch,7,88,2.3495302200317383,0.25,nan,0.0
+batch,7,89,2.331397533416748,0.1875,nan,0.0
+batch,7,90,2.297492742538452,0.25,nan,0.0
+batch,7,91,1.928283929824829,0.3125,nan,0.0
+batch,7,92,2.3648033142089844,0.0625,nan,0.0
+batch,7,93,2.3778910636901855,0.0625,nan,0.0
+batch,7,94,1.9068163633346558,0.3125,nan,0.0
+batch,7,95,2.7008445262908936,0.125,nan,0.0
+batch,7,96,1.9177664518356323,0.375,nan,0.0
+batch,7,97,2.4123005867004395,0.0625,nan,0.0
+batch,7,98,2.5723137855529785,0.1875,nan,0.0
+batch,7,99,2.0980916023254395,0.4375,nan,0.0
+batch,7,100,2.100208044052124,0.375,nan,0.0
+batch,7,101,2.3341684341430664,0.125,nan,0.0
+batch,7,102,2.63401460647583,0.125,nan,0.0
+batch,7,103,1.9368137121200562,0.25,nan,0.0
+batch,7,104,2.3216538429260254,0.1875,nan,0.0
+batch,7,105,2.333050489425659,0.1875,nan,0.0
+batch,7,106,2.097679615020752,0.25,nan,0.0
+batch,7,107,2.655374765396118,0.125,nan,0.0
+batch,7,108,2.1241044998168945,0.125,nan,0.0
+batch,7,109,2.40208101272583,0.3125,nan,0.0
+batch,7,110,2.0601181983947754,0.3125,nan,0.0
+batch,7,111,2.2152323722839355,0.25,nan,0.0
+batch,7,112,2.263796806335449,0.25,nan,0.0
+batch,7,113,2.3727498054504395,0.0625,nan,0.0
+batch,7,114,1.9708333015441895,0.1875,nan,0.0
+batch,7,115,2.3459153175354004,0.1875,nan,0.0
+batch,7,116,2.0426549911499023,0.4375,nan,0.0
+batch,7,117,2.382286310195923,0.125,nan,0.0
+batch,7,118,2.3090310096740723,0.125,nan,0.0
+batch,7,119,1.9511322975158691,0.5,nan,0.0
+batch,7,120,2.112243890762329,0.1875,nan,0.0
+batch,7,121,2.1442131996154785,0.25,nan,0.0
+batch,7,122,2.1492133140563965,0.3125,nan,0.0
+batch,7,123,2.263554573059082,0.25,nan,0.0
+batch,7,124,2.094935655593872,0.1875,nan,0.0
+batch,7,125,1.933361530303955,0.25,nan,0.0
+batch,7,126,1.9333784580230713,0.3125,nan,0.0
+batch,7,127,2.293231964111328,0.1875,nan,0.0
+batch,7,128,2.213578462600708,0.25,nan,0.0
+batch,7,129,2.528641939163208,0.125,nan,0.0
+batch,7,130,2.643704414367676,0.125,nan,0.0
+batch,7,131,1.9317337274551392,0.375,nan,0.0
+batch,7,132,2.0281732082366943,0.25,nan,0.0
+batch,7,133,2.3525242805480957,0.1875,nan,0.0
+batch,7,134,2.4069578647613525,0.25,nan,0.0
+batch,7,135,2.5544443130493164,0.1875,nan,0.0
+batch,7,136,2.3837499618530273,0.0,nan,0.0
+batch,7,137,2.117213726043701,0.25,nan,0.0
+batch,7,138,2.305795669555664,0.125,nan,0.0
+batch,7,139,2.356651782989502,0.125,nan,0.0
+batch,7,140,2.23394513130188,0.125,nan,0.0
+batch,7,141,2.2753148078918457,0.125,nan,0.0
+batch,7,142,1.8886005878448486,0.4375,nan,0.0
+batch,7,143,2.763518810272217,0.1875,nan,0.0
+batch,7,144,2.180053472518921,0.1875,nan,0.0
+batch,7,145,2.1960978507995605,0.125,nan,0.0
+batch,7,146,2.366623640060425,0.3125,nan,0.0
+batch,7,147,2.069319248199463,0.25,nan,0.0
+batch,7,148,2.39522385597229,0.25,nan,0.0
+batch,7,149,2.467078685760498,0.25,nan,0.0
+batch,7,150,2.1479673385620117,0.1875,nan,0.0
+batch,7,151,2.4184367656707764,0.125,nan,0.0
+batch,7,152,2.0499589443206787,0.3125,nan,0.0
+batch,7,153,2.240445137023926,0.1875,nan,0.0
+batch,7,154,2.5729713439941406,0.0625,nan,0.0
+batch,7,155,2.308870792388916,0.1875,nan,0.0
+batch,7,156,2.4606730937957764,0.0625,nan,0.0
+batch,7,157,1.8201146125793457,0.25,nan,0.0
+batch,7,158,2.315664768218994,0.1875,nan,0.0
+batch,7,159,2.581063747406006,0.25,nan,0.0
+batch,7,160,2.4291138648986816,0.0,nan,0.0
+batch,7,161,2.9327549934387207,0.125,nan,0.0
+batch,7,162,2.378753185272217,0.125,nan,0.0
+batch,7,163,2.211385488510132,0.3125,nan,0.0
+batch,7,164,2.3088409900665283,0.3125,nan,0.0
+batch,7,165,2.486820697784424,0.25,nan,0.0
+batch,7,166,2.044175386428833,0.4375,nan,0.0
+batch,7,167,1.8951276540756226,0.25,nan,0.0
+batch,7,168,2.389108657836914,0.125,nan,0.0
+batch,7,169,2.284738063812256,0.25,nan,0.0
+batch,7,170,2.521632194519043,0.0,nan,0.0
+batch,7,171,2.365593194961548,0.3125,nan,0.0
+batch,7,172,2.4086556434631348,0.1875,nan,0.0
+batch,7,173,2.3274056911468506,0.1875,nan,0.0
+batch,7,174,2.1955857276916504,0.25,nan,0.0
+batch,7,175,2.6067967414855957,0.125,nan,0.0
+batch,7,176,2.1839051246643066,0.25,nan,0.0
+batch,7,177,2.386216402053833,0.1875,nan,0.0
+batch,7,178,2.3766770362854004,0.25,nan,0.0
+batch,7,179,2.2448923587799072,0.1875,nan,0.0
+batch,7,180,2.16339373588562,0.25,nan,0.0
+batch,7,181,2.0498976707458496,0.5,nan,0.0
+batch,7,182,2.0594558715820312,0.3125,nan,0.0
+batch,7,183,2.3870530128479004,0.0625,nan,0.0
+batch,7,184,1.9056363105773926,0.4375,nan,0.0
+batch,7,185,2.1360700130462646,0.25,nan,0.0
+batch,7,186,2.334768295288086,0.125,nan,0.0
+batch,7,187,2.2368834018707275,0.1875,nan,0.0
+batch,7,188,1.997806429862976,0.3125,nan,0.0
+batch,7,189,2.1713757514953613,0.25,nan,0.0
+batch,7,190,2.5689196586608887,0.3125,nan,0.0
+batch,7,191,2.063211441040039,0.1875,nan,0.0
+batch,7,192,2.200808525085449,0.1875,nan,0.0
+batch,7,193,1.9297857284545898,0.25,nan,0.0
+batch,7,194,2.357163906097412,0.1875,nan,0.0
+batch,7,195,2.1967625617980957,0.1875,nan,0.0
+batch,7,196,2.5502281188964844,0.0625,nan,0.0
+batch,7,197,2.461184024810791,0.0625,nan,0.0
+batch,7,198,2.299504041671753,0.0625,nan,0.0
+batch,7,199,2.557554244995117,0.125,nan,0.0
+batch,7,200,2.0612244606018066,0.25,nan,0.0
+batch,7,201,2.340686321258545,0.1875,nan,0.0
+batch,7,202,2.378553628921509,0.1875,nan,0.0
+batch,7,203,2.371406078338623,0.25,nan,0.0
+batch,7,204,2.346125602722168,0.3125,nan,0.0
+batch,7,205,2.266580104827881,0.25,nan,0.0
+batch,7,206,2.4083242416381836,0.375,nan,0.0
+batch,7,207,2.1826906204223633,0.3125,nan,0.0
+batch,7,208,2.5074856281280518,0.125,nan,0.0
+batch,7,209,2.301806926727295,0.125,nan,0.0
+batch,7,210,2.1928157806396484,0.25,nan,0.0
+batch,7,211,2.080641746520996,0.4375,nan,0.0
+batch,7,212,2.0908684730529785,0.375,nan,0.0
+batch,7,213,1.97417151927948,0.5,nan,0.0
+batch,7,214,2.4886066913604736,0.1875,nan,0.0
+batch,7,215,2.4077060222625732,0.3125,nan,0.0
+batch,7,216,1.9609601497650146,0.25,nan,0.0
+batch,7,217,2.0931782722473145,0.25,nan,0.0
+batch,7,218,2.541795492172241,0.1875,nan,0.0
+batch,7,219,2.4743335247039795,0.1875,nan,0.0
+batch,7,220,2.5011792182922363,0.125,nan,0.0
+batch,7,221,2.080070972442627,0.25,nan,0.0
+batch,7,222,2.303241729736328,0.125,nan,0.0
+batch,7,223,2.321834087371826,0.3125,nan,0.0
+batch,7,224,2.1259970664978027,0.0625,nan,0.0
+batch,7,225,2.0802884101867676,0.3125,nan,0.0
+batch,7,226,2.1978397369384766,0.3125,nan,0.0
+batch,7,227,2.041541337966919,0.375,nan,0.0
+batch,7,228,2.172658681869507,0.25,nan,0.0
+batch,7,229,2.141967535018921,0.25,nan,0.0
+batch,7,230,2.3113887310028076,0.3125,nan,0.0
+batch,7,231,2.291579008102417,0.125,nan,0.0
+batch,7,232,2.516268014907837,0.0625,nan,0.0
+batch,7,233,2.2323951721191406,0.4375,nan,0.0
+batch,7,234,2.4297256469726562,0.125,nan,0.0
+batch,7,235,1.9609366655349731,0.3125,nan,0.0
+batch,7,236,2.1681952476501465,0.125,nan,0.0
+batch,7,237,1.8315049409866333,0.4375,nan,0.0
+batch,7,238,2.354430675506592,0.0625,nan,0.0
+batch,7,239,2.093465805053711,0.25,nan,0.0
+batch,7,240,2.53999662399292,0.0625,nan,0.0
+batch,7,241,2.500077724456787,0.25,nan,0.0
+batch,7,242,2.318791389465332,0.125,nan,0.0
+batch,7,243,2.3932204246520996,0.25,nan,0.0
+batch,7,244,1.906542420387268,0.3125,nan,0.0
+batch,7,245,2.4403748512268066,0.1875,nan,0.0
+batch,7,246,2.2390944957733154,0.125,nan,0.0
+batch,7,247,1.8189711570739746,0.5,nan,0.0
+batch,7,248,2.235004186630249,0.1875,nan,0.0
+batch,7,249,2.1206319332122803,0.1875,nan,0.0
+batch,7,250,1.9892122745513916,0.3125,nan,0.0
+batch,7,251,2.328442335128784,0.25,nan,0.0
+batch,7,252,2.3643364906311035,0.1875,nan,0.0
+batch,7,253,2.039013147354126,0.25,nan,0.0
+batch,7,254,2.8674497604370117,0.0625,nan,0.0
+batch,7,255,2.1275241374969482,0.25,nan,0.0
+batch,7,256,2.0787405967712402,0.3125,nan,0.0
+batch,7,257,2.178378105163574,0.25,nan,0.0
+batch,7,258,2.289670705795288,0.125,nan,0.0
+batch,7,259,2.440885543823242,0.0,nan,0.0
+batch,7,260,2.1166770458221436,0.375,nan,0.0
+batch,7,261,2.021568775177002,0.375,nan,0.0
+batch,7,262,2.2633728981018066,0.25,nan,0.0
+batch,7,263,2.025538682937622,0.4375,nan,0.0
+batch,7,264,2.285024642944336,0.3125,nan,0.0
+batch,7,265,2.5084152221679688,0.125,nan,0.0
+batch,7,266,2.0472354888916016,0.25,nan,0.0
+batch,7,267,2.1771950721740723,0.25,nan,0.0
+batch,7,268,2.074138641357422,0.4375,nan,0.0
+batch,7,269,2.0933170318603516,0.3125,nan,0.0
+batch,7,270,2.254324436187744,0.25,nan,0.0
+batch,7,271,2.085692882537842,0.25,nan,0.0
+batch,7,272,2.1748554706573486,0.0625,nan,0.0
+batch,7,273,2.302839756011963,0.125,nan,0.0
+batch,7,274,2.599914312362671,0.1875,nan,0.0
+batch,7,275,2.1274402141571045,0.3125,nan,0.0
+batch,7,276,2.4550933837890625,0.125,nan,0.0
+batch,7,277,2.250458240509033,0.375,nan,0.0
+batch,7,278,1.8814771175384521,0.5625,nan,0.0
+batch,7,279,2.329312324523926,0.0625,nan,0.0
+batch,7,280,2.152125358581543,0.0625,nan,0.0
+batch,7,281,2.3969743251800537,0.3125,nan,0.0
+batch,7,282,2.6070642471313477,0.1875,nan,0.0
+batch,7,283,2.3846166133880615,0.3125,nan,0.0
+batch,7,284,2.3417305946350098,0.1875,nan,0.0
+batch,7,285,2.722848892211914,0.1875,nan,0.0
+batch,7,286,2.072011947631836,0.25,nan,0.0
+batch,7,287,2.2730653285980225,0.25,nan,0.0
+batch,7,288,2.1480960845947266,0.1875,nan,0.0
+batch,7,289,2.258791923522949,0.25,nan,0.0
+batch,7,290,2.343308925628662,0.1875,nan,0.0
+batch,7,291,2.3091540336608887,0.25,nan,0.0
+batch,7,292,2.166933536529541,0.25,nan,0.0
+batch,7,293,2.251091957092285,0.25,nan,0.0
+batch,7,294,2.312743663787842,0.1875,nan,0.0
+batch,7,295,2.1119260787963867,0.3125,nan,0.0
+batch,7,296,2.156975269317627,0.375,nan,0.0
+batch,7,297,2.312408924102783,0.125,nan,0.0
+batch,7,298,2.217977523803711,0.25,nan,0.0
+batch,7,299,2.247856855392456,0.25,nan,0.0
+batch,7,300,2.1173789501190186,0.3125,nan,0.0
+batch,7,301,2.0850417613983154,0.375,nan,0.0
+batch,7,302,2.142214775085449,0.25,nan,0.0
+batch,7,303,2.1922943592071533,0.1875,nan,0.0
+batch,7,304,2.0957493782043457,0.1875,nan,0.0
+batch,7,305,2.364344596862793,0.25,nan,0.0
+batch,7,306,2.4581027030944824,0.1875,nan,0.0
+batch,7,307,2.385148048400879,0.1875,nan,0.0
+batch,7,308,1.935325026512146,0.3125,nan,0.0
+batch,7,309,2.097116708755493,0.1875,nan,0.0
+batch,7,310,2.444807767868042,0.125,nan,0.0
+batch,7,311,2.5160155296325684,0.125,nan,0.0
+batch,7,312,2.1238045692443848,0.125,nan,0.0
+batch,7,313,2.2410411834716797,0.125,nan,0.0
+batch,7,314,2.4027857780456543,0.1875,nan,0.0
+batch,7,315,2.1020913124084473,0.125,nan,0.0
+batch,7,316,2.259045362472534,0.125,nan,0.0
+batch,7,317,2.453627586364746,0.25,nan,0.0
+batch,7,318,2.3701529502868652,0.1875,nan,0.0
+batch,7,319,2.3956170082092285,0.125,nan,0.0
+batch,7,320,2.12430739402771,0.375,nan,0.0
+batch,7,321,2.314664363861084,0.1875,nan,0.0
+batch,7,322,2.1374826431274414,0.25,nan,0.0
+batch,7,323,2.340097427368164,0.0625,nan,0.0
+batch,7,324,2.3335137367248535,0.1875,nan,0.0
+batch,7,325,2.2931418418884277,0.3125,nan,0.0
+batch,7,326,2.4764339923858643,0.25,nan,0.0
+batch,7,327,2.2355964183807373,0.1875,nan,0.0
+batch,7,328,2.7015833854675293,0.1875,nan,0.0
+batch,7,329,2.598175525665283,0.25,nan,0.0
+batch,7,330,2.150078535079956,0.25,nan,0.0
+batch,7,331,2.39286470413208,0.25,nan,0.0
+batch,7,332,2.3035473823547363,0.25,nan,0.0
+batch,7,333,2.2574334144592285,0.1875,nan,0.0
+batch,7,334,2.108407497406006,0.3125,nan,0.0
+batch,7,335,2.071963310241699,0.375,nan,0.0
+batch,7,336,2.48089861869812,0.125,nan,0.0
+batch,7,337,2.2718777656555176,0.1875,nan,0.0
+batch,7,338,2.5354347229003906,0.1875,nan,0.0
+batch,7,339,2.0603103637695312,0.3125,nan,0.0
+batch,7,340,2.9546165466308594,0.125,nan,0.0
+batch,7,341,2.2566075325012207,0.1875,nan,0.0
+batch,7,342,2.1536705493927,0.3125,nan,0.0
+batch,7,343,2.1602649688720703,0.25,nan,0.0
+batch,7,344,2.154895782470703,0.125,nan,0.0
+batch,7,345,2.4134328365325928,0.0,nan,0.0
+batch,7,346,2.5603959560394287,0.1875,nan,0.0
+batch,7,347,2.559412956237793,0.125,nan,0.0
+batch,7,348,2.205383777618408,0.25,nan,0.0
+batch,7,349,2.438598155975342,0.125,nan,0.0
+batch,7,350,2.0396833419799805,0.5,nan,0.0
+batch,7,351,2.152632236480713,0.125,nan,0.0
+batch,7,352,1.88211190700531,0.3125,nan,0.0
+batch,7,353,2.297490358352661,0.0625,nan,0.0
+batch,7,354,2.458885669708252,0.1875,nan,0.0
+batch,7,355,2.0823516845703125,0.25,nan,0.0
+batch,7,356,2.06724214553833,0.1875,nan,0.0
+batch,7,357,2.0674362182617188,0.25,nan,0.0
+batch,7,358,2.1604602336883545,0.3125,nan,0.0
+batch,7,359,2.3683676719665527,0.25,nan,0.0
+batch,7,360,1.9760663509368896,0.375,nan,0.0
+batch,7,361,2.0087451934814453,0.25,nan,0.0
+batch,7,362,2.689119815826416,0.25,nan,0.0
+batch,7,363,2.35250186920166,0.3125,nan,0.0
+batch,7,364,2.2180845737457275,0.375,nan,0.0
+batch,7,365,2.4775500297546387,0.125,nan,0.0
+batch,7,366,1.8458822965621948,0.5625,nan,0.0
+batch,7,367,2.040860414505005,0.3125,nan,0.0
+batch,7,368,2.1662936210632324,0.3125,nan,0.0
+batch,7,369,2.128571033477783,0.3125,nan,0.0
+batch,7,370,2.2295315265655518,0.3125,nan,0.0
+batch,7,371,2.068912982940674,0.125,nan,0.0
+batch,7,372,2.212096691131592,0.1875,nan,0.0
+batch,7,373,1.9172868728637695,0.3125,nan,0.0
+batch,7,374,2.476893663406372,0.125,nan,0.0
+batch,7,375,2.4211673736572266,0.0625,nan,0.0
+batch,7,376,2.105879068374634,0.4375,nan,0.0
+batch,7,377,2.1408965587615967,0.3125,nan,0.0
+batch,7,378,2.222102642059326,0.1875,nan,0.0
+batch,7,379,2.3590846061706543,0.125,nan,0.0
+batch,7,380,2.2788984775543213,0.125,nan,0.0
+batch,7,381,2.2586257457733154,0.1875,nan,0.0
+batch,7,382,2.1536402702331543,0.1875,nan,0.0
+batch,7,383,2.2092037200927734,0.25,nan,0.0
+batch,7,384,2.22880220413208,0.3125,nan,0.0
+batch,7,385,2.1484663486480713,0.1875,nan,0.0
+batch,7,386,2.202366828918457,0.3125,nan,0.0
+batch,7,387,2.2835707664489746,0.1875,nan,0.0
+batch,7,388,2.6196115016937256,0.0,nan,0.0
+batch,7,389,2.1474881172180176,0.3125,nan,0.0
+batch,7,390,2.237602710723877,0.25,nan,0.0
+batch,7,391,2.293386459350586,0.25,nan,0.0
+batch,7,392,2.189229965209961,0.1875,nan,0.0
+batch,7,393,2.263983726501465,0.3125,nan,0.0
+batch,7,394,2.7250170707702637,0.0625,nan,0.0
+batch,7,395,2.322780132293701,0.125,nan,0.0
+batch,7,396,2.206986665725708,0.25,nan,0.0
+batch,7,397,2.20363712310791,0.1875,nan,0.0
+batch,7,398,2.100135326385498,0.25,nan,0.0
+batch,7,399,2.019185781478882,0.25,nan,0.0
+batch,7,400,2.3971261978149414,0.1875,nan,0.0
+batch,7,401,1.9802643060684204,0.25,nan,0.0
+batch,7,402,2.046053886413574,0.3125,nan,0.0
+batch,7,403,2.427781820297241,0.1875,nan,0.0
+batch,7,404,2.1983625888824463,0.25,nan,0.0
+batch,7,405,2.2018096446990967,0.3125,nan,0.0
+batch,7,406,2.394655704498291,0.0625,nan,0.0
+batch,7,407,2.2938899993896484,0.1875,nan,0.0
+batch,7,408,2.1200461387634277,0.1875,nan,0.0
+batch,7,409,2.1950976848602295,0.125,nan,0.0
+batch,7,410,2.4943089485168457,0.125,nan,0.0
+batch,7,411,2.5001704692840576,0.1875,nan,0.0
+batch,7,412,2.1261634826660156,0.375,nan,0.0
+batch,7,413,2.304755687713623,0.125,nan,0.0
+batch,7,414,2.2519583702087402,0.1875,nan,0.0
+batch,7,415,2.433753252029419,0.25,nan,0.0
+batch,7,416,2.2314977645874023,0.1875,nan,0.0
+batch,7,417,2.2279257774353027,0.25,nan,0.0
+batch,7,418,2.385295867919922,0.25,nan,0.0
+batch,7,419,2.35898494720459,0.3125,nan,0.0
+batch,7,420,2.141474485397339,0.0625,nan,0.0
+batch,7,421,2.407010555267334,0.25,nan,0.0
+batch,7,422,2.0551345348358154,0.3125,nan,0.0
+batch,7,423,2.4124948978424072,0.1875,nan,0.0
+batch,7,424,2.500326156616211,0.125,nan,0.0
+batch,7,425,1.8856257200241089,0.375,nan,0.0
+batch,7,426,1.7888528108596802,0.5,nan,0.0
+batch,7,427,2.2807111740112305,0.125,nan,0.0
+batch,7,428,1.8948174715042114,0.5,nan,0.0
+batch,7,429,2.2201690673828125,0.25,nan,0.0
+batch,7,430,2.3356239795684814,0.1875,nan,0.0
+batch,7,431,2.3309898376464844,0.3125,nan,0.0
+batch,7,432,2.5933284759521484,0.0625,nan,0.0
+batch,7,433,2.190298080444336,0.4375,nan,0.0
+batch,7,434,2.1993160247802734,0.375,nan,0.0
+batch,7,435,2.31071400642395,0.25,nan,0.0
+batch,7,436,2.0545201301574707,0.25,nan,0.0
+batch,7,437,2.263016700744629,0.1875,nan,0.0
+batch,7,438,2.3061423301696777,0.125,nan,0.0
+batch,7,439,2.191655158996582,0.25,nan,0.0
+batch,7,440,2.349527359008789,0.125,nan,0.0
+batch,7,441,1.6960959434509277,0.375,nan,0.0
+batch,7,442,2.1103734970092773,0.3125,nan,0.0
+batch,7,443,2.065603256225586,0.1875,nan,0.0
+batch,7,444,1.871240496635437,0.25,nan,0.0
+batch,7,445,2.244785785675049,0.25,nan,0.0
+batch,7,446,2.3597207069396973,0.25,nan,0.0
+batch,7,447,2.385981559753418,0.125,nan,0.0
+batch,7,448,2.0764412879943848,0.3125,nan,0.0
+batch,7,449,2.0575709342956543,0.25,nan,0.0
+batch,7,450,2.3889334201812744,0.1875,nan,0.0
+batch,7,451,2.173522472381592,0.3125,nan,0.0
+batch,7,452,2.372816562652588,0.0625,nan,0.0
+batch,7,453,2.1346659660339355,0.25,nan,0.0
+batch,7,454,2.3983731269836426,0.0625,nan,0.0
+batch,7,455,2.1002607345581055,0.3125,nan,0.0
+batch,7,456,2.0556154251098633,0.3125,nan,0.0
+batch,7,457,2.5792107582092285,0.1875,nan,0.0
+batch,7,458,2.199103355407715,0.25,nan,0.0
+batch,7,459,2.2017738819122314,0.25,nan,0.0
+batch,7,460,2.6799707412719727,0.0,nan,0.0
+batch,7,461,2.1924338340759277,0.3125,nan,0.0
+batch,7,462,2.1950931549072266,0.1875,nan,0.0
+batch,7,463,2.011141777038574,0.1875,nan,0.0
+batch,7,464,2.4391348361968994,0.25,nan,0.0
+batch,7,465,2.055145263671875,0.1875,nan,0.0
+batch,7,466,2.0523061752319336,0.375,nan,0.0
+batch,7,467,2.2989704608917236,0.5,nan,0.0
+batch,7,468,2.226703643798828,0.25,nan,0.0
+batch,7,469,2.2971060276031494,0.25,nan,0.0
+batch,7,470,1.882347822189331,0.375,nan,0.0
+batch,7,471,2.0708818435668945,0.1875,nan,0.0
+batch,7,472,1.9207098484039307,0.1875,nan,0.0
+batch,7,473,2.340668201446533,0.1875,nan,0.0
+batch,7,474,2.150132417678833,0.25,nan,0.0
+batch,7,475,2.562547445297241,0.1875,nan,0.0
+batch,7,476,2.1167736053466797,0.1875,nan,0.0
+batch,7,477,2.464503049850464,0.1875,nan,0.0
+batch,7,478,2.5243022441864014,0.0625,nan,0.0
+batch,7,479,1.819488763809204,0.4375,nan,0.0
+batch,7,480,2.2982265949249268,0.1875,nan,0.0
+batch,7,481,2.365251064300537,0.25,nan,0.0
+batch,7,482,2.519601345062256,0.1875,nan,0.0
+batch,7,483,2.012233257293701,0.1875,nan,0.0
+batch,7,484,2.395707130432129,0.3125,nan,0.0
+batch,7,485,2.1231143474578857,0.3125,nan,0.0
+batch,7,486,2.3546152114868164,0.1875,nan,0.0
+batch,7,487,2.416548013687134,0.125,nan,0.0
+batch,7,488,2.3509533405303955,0.3125,nan,0.0
+batch,7,489,2.1422414779663086,0.125,nan,0.0
+batch,7,490,1.9574542045593262,0.3125,nan,0.0
+batch,7,491,1.8888649940490723,0.3125,nan,0.0
+batch,7,492,2.090695858001709,0.25,nan,0.0
+batch,7,493,1.9882609844207764,0.25,nan,0.0
+batch,7,494,1.934894323348999,0.25,nan,0.0
+batch,7,495,2.232816696166992,0.1875,nan,0.0
+batch,7,496,2.273806571960449,0.125,nan,0.0
+batch,7,497,2.4752931594848633,0.25,nan,0.0
+batch,7,498,2.474094867706299,0.1875,nan,0.0
+batch,7,499,2.303558826446533,0.25,nan,0.0
+batch,7,500,2.548429489135742,0.25,nan,0.0
+batch,7,501,2.122709274291992,0.25,nan,0.0
+batch,7,502,2.4411282539367676,0.0625,nan,0.0
+batch,7,503,1.9912328720092773,0.4375,nan,0.0
+batch,7,504,1.848244309425354,0.375,nan,0.0
+batch,7,505,2.255544900894165,0.1875,nan,0.0
+batch,7,506,2.415039539337158,0.0,nan,0.0
+batch,7,507,2.0955958366394043,0.1875,nan,0.0
+batch,7,508,2.1110610961914062,0.25,nan,0.0
+batch,7,509,2.2577502727508545,0.25,nan,0.0
+epoch,7,-1,2.246313989250142,0.2318538499264345,nan,60.09759569168091
+batch,8,0,2.432752847671509,0.0625,nan,0.0
+batch,8,1,2.11889386177063,0.25,nan,0.0
+batch,8,2,2.596129894256592,0.0625,nan,0.0
+batch,8,3,1.95566987991333,0.3125,nan,0.0
+batch,8,4,1.8699352741241455,0.4375,nan,0.0
+batch,8,5,2.18631911277771,0.25,nan,0.0
+batch,8,6,2.168933868408203,0.0,nan,0.0
+batch,8,7,2.1590917110443115,0.25,nan,0.0
+batch,8,8,2.290541648864746,0.1875,nan,0.0
+batch,8,9,2.3116698265075684,0.1875,nan,0.0
+batch,8,10,2.112607479095459,0.3125,nan,0.0
+batch,8,11,2.625816583633423,0.125,nan,0.0
+batch,8,12,2.0689163208007812,0.25,nan,0.0
+batch,8,13,2.072016716003418,0.0625,nan,0.0
+batch,8,14,2.3047752380371094,0.3125,nan,0.0
+batch,8,15,2.287322521209717,0.0625,nan,0.0
+batch,8,16,2.359485387802124,0.125,nan,0.0
+batch,8,17,2.322655439376831,0.25,nan,0.0
+batch,8,18,2.601841926574707,0.0625,nan,0.0
+batch,8,19,2.103330612182617,0.25,nan,0.0
+batch,8,20,2.2112162113189697,0.125,nan,0.0
+batch,8,21,2.3373496532440186,0.375,nan,0.0
+batch,8,22,1.9128811359405518,0.25,nan,0.0
+batch,8,23,2.15299654006958,0.1875,nan,0.0
+batch,8,24,2.33943510055542,0.125,nan,0.0
+batch,8,25,2.223618268966675,0.25,nan,0.0
+batch,8,26,2.272596836090088,0.25,nan,0.0
+batch,8,27,2.3447439670562744,0.1875,nan,0.0
+batch,8,28,2.2113499641418457,0.125,nan,0.0
+batch,8,29,2.4531044960021973,0.375,nan,0.0
+batch,8,30,2.255739688873291,0.25,nan,0.0
+batch,8,31,2.935842990875244,0.0,nan,0.0
+batch,8,32,2.3858847618103027,0.125,nan,0.0
+batch,8,33,2.5339295864105225,0.0,nan,0.0
+batch,8,34,2.4209394454956055,0.1875,nan,0.0
+batch,8,35,1.99336838722229,0.375,nan,0.0
+batch,8,36,2.3979554176330566,0.0625,nan,0.0
+batch,8,37,2.3095436096191406,0.125,nan,0.0
+batch,8,38,2.1452908515930176,0.25,nan,0.0
+batch,8,39,2.2740156650543213,0.1875,nan,0.0
+batch,8,40,2.3749585151672363,0.25,nan,0.0
+batch,8,41,2.6059000492095947,0.25,nan,0.0
+batch,8,42,2.460270881652832,0.125,nan,0.0
+batch,8,43,2.511505603790283,0.125,nan,0.0
+batch,8,44,2.354670524597168,0.25,nan,0.0
+batch,8,45,1.9940721988677979,0.25,nan,0.0
+batch,8,46,2.551882266998291,0.1875,nan,0.0
+batch,8,47,2.2988460063934326,0.25,nan,0.0
+batch,8,48,2.3105661869049072,0.1875,nan,0.0
+batch,8,49,2.6931519508361816,0.0625,nan,0.0
+batch,8,50,2.0549960136413574,0.3125,nan,0.0
+batch,8,51,2.2307581901550293,0.25,nan,0.0
+batch,8,52,2.738893747329712,0.0625,nan,0.0
+batch,8,53,2.4737648963928223,0.0625,nan,0.0
+batch,8,54,1.899824619293213,0.25,nan,0.0
+batch,8,55,2.304924488067627,0.25,nan,0.0
+batch,8,56,2.4723329544067383,0.0,nan,0.0
+batch,8,57,2.097019672393799,0.3125,nan,0.0
+batch,8,58,2.3403565883636475,0.1875,nan,0.0
+batch,8,59,2.0237674713134766,0.25,nan,0.0
+batch,8,60,2.4284474849700928,0.1875,nan,0.0
+batch,8,61,2.1775827407836914,0.25,nan,0.0
+batch,8,62,1.9071108102798462,0.3125,nan,0.0
+batch,8,63,2.625882148742676,0.125,nan,0.0
+batch,8,64,2.5809714794158936,0.125,nan,0.0
+batch,8,65,2.668124198913574,0.1875,nan,0.0
+batch,8,66,2.796133041381836,0.125,nan,0.0
+batch,8,67,2.4784436225891113,0.25,nan,0.0
+batch,8,68,1.7546544075012207,0.5,nan,0.0
+batch,8,69,2.6207435131073,0.0625,nan,0.0
+batch,8,70,2.102609157562256,0.3125,nan,0.0
+batch,8,71,2.259536027908325,0.25,nan,0.0
+batch,8,72,2.3287038803100586,0.25,nan,0.0
+batch,8,73,2.3291866779327393,0.375,nan,0.0
+batch,8,74,2.3310694694519043,0.1875,nan,0.0
+batch,8,75,1.8842533826828003,0.5,nan,0.0
+batch,8,76,2.0520544052124023,0.25,nan,0.0
+batch,8,77,2.3141889572143555,0.125,nan,0.0
+batch,8,78,2.1049532890319824,0.4375,nan,0.0
+batch,8,79,2.278327465057373,0.25,nan,0.0
+batch,8,80,2.169299602508545,0.1875,nan,0.0
+batch,8,81,2.365321159362793,0.3125,nan,0.0
+batch,8,82,1.9918630123138428,0.375,nan,0.0
+batch,8,83,2.426919937133789,0.0625,nan,0.0
+batch,8,84,2.2625303268432617,0.1875,nan,0.0
+batch,8,85,2.0115509033203125,0.3125,nan,0.0
+batch,8,86,2.26041841506958,0.25,nan,0.0
+batch,8,87,1.9456408023834229,0.3125,nan,0.0
+batch,8,88,2.16394305229187,0.1875,nan,0.0
+batch,8,89,2.462580442428589,0.0625,nan,0.0
+batch,8,90,2.4388318061828613,0.25,nan,0.0
+batch,8,91,2.0566821098327637,0.25,nan,0.0
+batch,8,92,2.3073954582214355,0.25,nan,0.0
+batch,8,93,2.326249122619629,0.25,nan,0.0
+batch,8,94,2.117367744445801,0.3125,nan,0.0
+batch,8,95,2.0628714561462402,0.4375,nan,0.0
+batch,8,96,2.0324363708496094,0.3125,nan,0.0
+batch,8,97,2.0800812244415283,0.1875,nan,0.0
+batch,8,98,2.1981282234191895,0.25,nan,0.0
+batch,8,99,2.531367301940918,0.0,nan,0.0
+batch,8,100,2.3257949352264404,0.3125,nan,0.0
+batch,8,101,2.078491687774658,0.3125,nan,0.0
+batch,8,102,2.425828218460083,0.0,nan,0.0
+batch,8,103,2.1708765029907227,0.25,nan,0.0
+batch,8,104,2.2609615325927734,0.1875,nan,0.0
+batch,8,105,2.413425922393799,0.1875,nan,0.0
+batch,8,106,2.068033456802368,0.3125,nan,0.0
+batch,8,107,2.0118136405944824,0.3125,nan,0.0
+batch,8,108,1.9856401681900024,0.375,nan,0.0
+batch,8,109,2.4481968879699707,0.1875,nan,0.0
+batch,8,110,2.1988461017608643,0.375,nan,0.0
+batch,8,111,2.2012534141540527,0.375,nan,0.0
+batch,8,112,2.158231496810913,0.3125,nan,0.0
+batch,8,113,2.3269221782684326,0.1875,nan,0.0
+batch,8,114,2.3698246479034424,0.1875,nan,0.0
+batch,8,115,2.728137731552124,0.125,nan,0.0
+batch,8,116,1.9809234142303467,0.25,nan,0.0
+batch,8,117,2.054412603378296,0.3125,nan,0.0
+batch,8,118,2.1921610832214355,0.25,nan,0.0
+batch,8,119,2.435514450073242,0.1875,nan,0.0
+batch,8,120,2.131077766418457,0.375,nan,0.0
+batch,8,121,2.295288324356079,0.125,nan,0.0
+batch,8,122,2.637106418609619,0.0625,nan,0.0
+batch,8,123,2.2214176654815674,0.375,nan,0.0
+batch,8,124,2.288702964782715,0.1875,nan,0.0
+batch,8,125,2.4820621013641357,0.0625,nan,0.0
+batch,8,126,2.260209321975708,0.25,nan,0.0
+batch,8,127,2.4708640575408936,0.125,nan,0.0
+batch,8,128,2.0429012775421143,0.125,nan,0.0
+batch,8,129,2.392529010772705,0.25,nan,0.0
+batch,8,130,2.21675443649292,0.25,nan,0.0
+batch,8,131,2.1670424938201904,0.3125,nan,0.0
+batch,8,132,2.2631423473358154,0.0625,nan,0.0
+batch,8,133,1.9357311725616455,0.3125,nan,0.0
+batch,8,134,2.0428411960601807,0.25,nan,0.0
+batch,8,135,2.1053237915039062,0.25,nan,0.0
+batch,8,136,2.064087152481079,0.0625,nan,0.0
+batch,8,137,2.2137088775634766,0.25,nan,0.0
+batch,8,138,2.160964012145996,0.1875,nan,0.0
+batch,8,139,2.1540489196777344,0.375,nan,0.0
+batch,8,140,2.458746910095215,0.125,nan,0.0
+batch,8,141,2.319213390350342,0.0625,nan,0.0
+batch,8,142,2.1283774375915527,0.25,nan,0.0
+batch,8,143,2.0203323364257812,0.25,nan,0.0
+batch,8,144,2.216970443725586,0.25,nan,0.0
+batch,8,145,2.2443904876708984,0.0625,nan,0.0
+batch,8,146,2.417794942855835,0.375,nan,0.0
+batch,8,147,2.1791675090789795,0.375,nan,0.0
+batch,8,148,1.9488087892532349,0.375,nan,0.0
+batch,8,149,2.1657886505126953,0.3125,nan,0.0
+batch,8,150,2.236081123352051,0.375,nan,0.0
+batch,8,151,2.305324077606201,0.3125,nan,0.0
+batch,8,152,2.616154432296753,0.125,nan,0.0
+batch,8,153,2.250598907470703,0.1875,nan,0.0
+batch,8,154,1.990508794784546,0.3125,nan,0.0
+batch,8,155,2.4286015033721924,0.1875,nan,0.0
+batch,8,156,2.2921195030212402,0.3125,nan,0.0
+batch,8,157,2.369594097137451,0.1875,nan,0.0
+batch,8,158,2.4263644218444824,0.0625,nan,0.0
+batch,8,159,2.039246082305908,0.3125,nan,0.0
+batch,8,160,2.403583526611328,0.25,nan,0.0
+batch,8,161,2.30893611907959,0.375,nan,0.0
+batch,8,162,2.144975185394287,0.1875,nan,0.0
+batch,8,163,2.639901876449585,0.3125,nan,0.0
+batch,8,164,2.1414594650268555,0.3125,nan,0.0
+batch,8,165,2.2189440727233887,0.1875,nan,0.0
+batch,8,166,2.3545851707458496,0.0625,nan,0.0
+batch,8,167,2.069993495941162,0.375,nan,0.0
+batch,8,168,2.4437007904052734,0.1875,nan,0.0
+batch,8,169,1.9194133281707764,0.375,nan,0.0
+batch,8,170,2.544140338897705,0.1875,nan,0.0
+batch,8,171,2.1312694549560547,0.375,nan,0.0
+batch,8,172,2.47227144241333,0.125,nan,0.0
+batch,8,173,2.2357864379882812,0.1875,nan,0.0
+batch,8,174,2.2563486099243164,0.0625,nan,0.0
+batch,8,175,1.9882007837295532,0.3125,nan,0.0
+batch,8,176,2.229215621948242,0.3125,nan,0.0
+batch,8,177,2.254559278488159,0.125,nan,0.0
+batch,8,178,2.3532629013061523,0.25,nan,0.0
+batch,8,179,2.2415542602539062,0.3125,nan,0.0
+batch,8,180,2.1693191528320312,0.125,nan,0.0
+batch,8,181,2.5623984336853027,0.1875,nan,0.0
+batch,8,182,2.1791954040527344,0.25,nan,0.0
+batch,8,183,1.987220048904419,0.25,nan,0.0
+batch,8,184,2.300807476043701,0.3125,nan,0.0
+batch,8,185,2.381525993347168,0.125,nan,0.0
+batch,8,186,2.069324493408203,0.3125,nan,0.0
+batch,8,187,1.8467453718185425,0.25,nan,0.0
+batch,8,188,2.4810538291931152,0.25,nan,0.0
+batch,8,189,2.472017288208008,0.25,nan,0.0
+batch,8,190,2.2579760551452637,0.125,nan,0.0
+batch,8,191,2.4755163192749023,0.125,nan,0.0
+batch,8,192,2.2763028144836426,0.375,nan,0.0
+batch,8,193,2.145318031311035,0.125,nan,0.0
+batch,8,194,2.2130918502807617,0.25,nan,0.0
+batch,8,195,2.1210126876831055,0.125,nan,0.0
+batch,8,196,2.2703065872192383,0.3125,nan,0.0
+batch,8,197,2.1997952461242676,0.1875,nan,0.0
+batch,8,198,2.132473945617676,0.25,nan,0.0
+batch,8,199,2.100227117538452,0.25,nan,0.0
+batch,8,200,1.9697959423065186,0.375,nan,0.0
+batch,8,201,2.0106558799743652,0.25,nan,0.0
+batch,8,202,2.5354723930358887,0.1875,nan,0.0
+batch,8,203,2.261636257171631,0.375,nan,0.0
+batch,8,204,2.217123508453369,0.1875,nan,0.0
+batch,8,205,2.1087188720703125,0.25,nan,0.0
+batch,8,206,2.218876838684082,0.25,nan,0.0
+batch,8,207,2.2302751541137695,0.25,nan,0.0
+batch,8,208,2.285923480987549,0.1875,nan,0.0
+batch,8,209,2.323885917663574,0.0625,nan,0.0
+batch,8,210,2.2224321365356445,0.1875,nan,0.0
+batch,8,211,2.178919792175293,0.25,nan,0.0
+batch,8,212,2.3193540573120117,0.25,nan,0.0
+batch,8,213,2.4021570682525635,0.1875,nan,0.0
+batch,8,214,1.8947504758834839,0.375,nan,0.0
+batch,8,215,2.0748116970062256,0.375,nan,0.0
+batch,8,216,2.331655740737915,0.1875,nan,0.0
+batch,8,217,2.4630541801452637,0.25,nan,0.0
+batch,8,218,2.5743048191070557,0.125,nan,0.0
+batch,8,219,2.280272960662842,0.3125,nan,0.0
+batch,8,220,1.8840242624282837,0.4375,nan,0.0
+batch,8,221,2.099900722503662,0.25,nan,0.0
+batch,8,222,2.190642833709717,0.375,nan,0.0
+batch,8,223,2.4860689640045166,0.125,nan,0.0
+batch,8,224,2.226168155670166,0.1875,nan,0.0
+batch,8,225,2.371951103210449,0.1875,nan,0.0
+batch,8,226,2.077745199203491,0.25,nan,0.0
+batch,8,227,2.0210444927215576,0.3125,nan,0.0
+batch,8,228,2.4767160415649414,0.25,nan,0.0
+batch,8,229,2.0535130500793457,0.3125,nan,0.0
+batch,8,230,2.3620502948760986,0.1875,nan,0.0
+batch,8,231,2.0823519229888916,0.375,nan,0.0
+batch,8,232,2.36848783493042,0.1875,nan,0.0
+batch,8,233,1.8318865299224854,0.5,nan,0.0
+batch,8,234,2.393887519836426,0.1875,nan,0.0
+batch,8,235,2.4399070739746094,0.25,nan,0.0
+batch,8,236,2.29359769821167,0.25,nan,0.0
+batch,8,237,1.9730002880096436,0.375,nan,0.0
+batch,8,238,2.356067657470703,0.3125,nan,0.0
+batch,8,239,2.4743690490722656,0.1875,nan,0.0
+batch,8,240,2.1517701148986816,0.1875,nan,0.0
+batch,8,241,2.736126184463501,0.125,nan,0.0
+batch,8,242,2.479607343673706,0.0625,nan,0.0
+batch,8,243,1.9473628997802734,0.3125,nan,0.0
+batch,8,244,2.031797170639038,0.25,nan,0.0
+batch,8,245,2.382343292236328,0.125,nan,0.0
+batch,8,246,2.200143337249756,0.0625,nan,0.0
+batch,8,247,2.2164859771728516,0.25,nan,0.0
+batch,8,248,1.7411365509033203,0.4375,nan,0.0
+batch,8,249,2.363187313079834,0.125,nan,0.0
+batch,8,250,2.244278907775879,0.1875,nan,0.0
+batch,8,251,2.418142795562744,0.1875,nan,0.0
+batch,8,252,2.2857375144958496,0.1875,nan,0.0
+batch,8,253,2.109060525894165,0.25,nan,0.0
+batch,8,254,2.4217984676361084,0.1875,nan,0.0
+batch,8,255,2.438143014907837,0.0625,nan,0.0
+batch,8,256,2.2795286178588867,0.1875,nan,0.0
+batch,8,257,2.5239319801330566,0.125,nan,0.0
+batch,8,258,1.9115630388259888,0.375,nan,0.0
+batch,8,259,2.087496757507324,0.25,nan,0.0
+batch,8,260,2.130868673324585,0.3125,nan,0.0
+batch,8,261,2.379786968231201,0.25,nan,0.0
+batch,8,262,2.2891438007354736,0.4375,nan,0.0
+batch,8,263,2.427929162979126,0.125,nan,0.0
+batch,8,264,2.291910171508789,0.3125,nan,0.0
+batch,8,265,2.30789852142334,0.1875,nan,0.0
+batch,8,266,2.4730143547058105,0.125,nan,0.0
+batch,8,267,2.003584861755371,0.3125,nan,0.0
+batch,8,268,2.045036554336548,0.25,nan,0.0
+batch,8,269,2.0401861667633057,0.4375,nan,0.0
+batch,8,270,1.9010140895843506,0.3125,nan,0.0
+batch,8,271,2.222684860229492,0.25,nan,0.0
+batch,8,272,2.0440704822540283,0.3125,nan,0.0
+batch,8,273,2.3245437145233154,0.1875,nan,0.0
+batch,8,274,2.3362741470336914,0.125,nan,0.0
+batch,8,275,2.074244737625122,0.1875,nan,0.0
+batch,8,276,2.363058090209961,0.125,nan,0.0
+batch,8,277,2.0227177143096924,0.3125,nan,0.0
+batch,8,278,2.2950801849365234,0.1875,nan,0.0
+batch,8,279,2.2565159797668457,0.25,nan,0.0
+batch,8,280,2.4719228744506836,0.125,nan,0.0
+batch,8,281,2.186901092529297,0.125,nan,0.0
+batch,8,282,2.1778011322021484,0.1875,nan,0.0
+batch,8,283,2.2799038887023926,0.1875,nan,0.0
+batch,8,284,2.6935553550720215,0.125,nan,0.0
+batch,8,285,2.3225789070129395,0.125,nan,0.0
+batch,8,286,2.4780712127685547,0.125,nan,0.0
+batch,8,287,2.3151655197143555,0.0625,nan,0.0
+batch,8,288,2.287886142730713,0.3125,nan,0.0
+batch,8,289,1.8733164072036743,0.25,nan,0.0
+batch,8,290,2.166402816772461,0.3125,nan,0.0
+batch,8,291,2.318117141723633,0.3125,nan,0.0
+batch,8,292,2.290193557739258,0.25,nan,0.0
+batch,8,293,2.076510429382324,0.1875,nan,0.0
+batch,8,294,2.3021230697631836,0.1875,nan,0.0
+batch,8,295,2.0009913444519043,0.3125,nan,0.0
+batch,8,296,1.8563220500946045,0.375,nan,0.0
+batch,8,297,2.263090133666992,0.125,nan,0.0
+batch,8,298,2.0899579524993896,0.25,nan,0.0
+batch,8,299,2.4511256217956543,0.1875,nan,0.0
+batch,8,300,2.2110471725463867,0.3125,nan,0.0
+batch,8,301,2.4616057872772217,0.0625,nan,0.0
+batch,8,302,2.289241313934326,0.125,nan,0.0
+batch,8,303,2.0743706226348877,0.375,nan,0.0
+batch,8,304,2.0610461235046387,0.25,nan,0.0
+batch,8,305,2.5884127616882324,0.125,nan,0.0
+batch,8,306,2.017667293548584,0.1875,nan,0.0
+batch,8,307,2.148590564727783,0.4375,nan,0.0
+batch,8,308,2.1437251567840576,0.1875,nan,0.0
+batch,8,309,2.364461898803711,0.3125,nan,0.0
+batch,8,310,2.350632429122925,0.1875,nan,0.0
+batch,8,311,2.419916868209839,0.1875,nan,0.0
+batch,8,312,2.401670217514038,0.1875,nan,0.0
+batch,8,313,2.3964109420776367,0.25,nan,0.0
+batch,8,314,2.262354850769043,0.25,nan,0.0
+batch,8,315,2.209484100341797,0.0625,nan,0.0
+batch,8,316,2.1875429153442383,0.3125,nan,0.0
+batch,8,317,2.341712474822998,0.125,nan,0.0
+batch,8,318,2.1155121326446533,0.1875,nan,0.0
+batch,8,319,2.364419937133789,0.1875,nan,0.0
+batch,8,320,2.2970478534698486,0.25,nan,0.0
+batch,8,321,2.257823944091797,0.25,nan,0.0
+batch,8,322,2.3103177547454834,0.25,nan,0.0
+batch,8,323,2.3126416206359863,0.1875,nan,0.0
+batch,8,324,2.0519776344299316,0.375,nan,0.0
+batch,8,325,1.8577275276184082,0.375,nan,0.0
+batch,8,326,2.1647708415985107,0.3125,nan,0.0
+batch,8,327,1.9570839405059814,0.1875,nan,0.0
+batch,8,328,1.9970952272415161,0.375,nan,0.0
+batch,8,329,2.1651365756988525,0.1875,nan,0.0
+batch,8,330,1.779970407485962,0.375,nan,0.0
+batch,8,331,2.025327205657959,0.3125,nan,0.0
+batch,8,332,1.8995229005813599,0.1875,nan,0.0
+batch,8,333,2.3340532779693604,0.1875,nan,0.0
+batch,8,334,2.4989614486694336,0.3125,nan,0.0
+batch,8,335,2.5860300064086914,0.25,nan,0.0
+batch,8,336,2.2591633796691895,0.1875,nan,0.0
+batch,8,337,2.5019755363464355,0.3125,nan,0.0
+batch,8,338,2.0173566341400146,0.3125,nan,0.0
+batch,8,339,2.0026917457580566,0.4375,nan,0.0
+batch,8,340,1.682045340538025,0.375,nan,0.0
+batch,8,341,1.6906001567840576,0.375,nan,0.0
+batch,8,342,2.2592155933380127,0.3125,nan,0.0
+batch,8,343,2.6951208114624023,0.125,nan,0.0
+batch,8,344,2.168074607849121,0.1875,nan,0.0
+batch,8,345,1.853622555732727,0.4375,nan,0.0
+batch,8,346,2.1045966148376465,0.25,nan,0.0
+batch,8,347,1.850568413734436,0.3125,nan,0.0
+batch,8,348,2.2963476181030273,0.1875,nan,0.0
+batch,8,349,2.0680644512176514,0.375,nan,0.0
+batch,8,350,2.8269693851470947,0.0625,nan,0.0
+batch,8,351,2.1345603466033936,0.375,nan,0.0
+batch,8,352,2.169191360473633,0.4375,nan,0.0
+batch,8,353,2.146883249282837,0.4375,nan,0.0
+batch,8,354,2.19449520111084,0.25,nan,0.0
+batch,8,355,1.832244873046875,0.1875,nan,0.0
+batch,8,356,2.4481053352355957,0.3125,nan,0.0
+batch,8,357,2.5145459175109863,0.125,nan,0.0
+batch,8,358,2.5261282920837402,0.1875,nan,0.0
+batch,8,359,1.8748105764389038,0.375,nan,0.0
+batch,8,360,2.106029748916626,0.4375,nan,0.0
+batch,8,361,2.4621870517730713,0.125,nan,0.0
+batch,8,362,2.0571558475494385,0.3125,nan,0.0
+batch,8,363,2.3475773334503174,0.25,nan,0.0
+batch,8,364,2.174325466156006,0.25,nan,0.0
+batch,8,365,2.7574825286865234,0.0,nan,0.0
+batch,8,366,2.0252065658569336,0.375,nan,0.0
+batch,8,367,1.952425479888916,0.25,nan,0.0
+batch,8,368,2.5984034538269043,0.125,nan,0.0
+batch,8,369,2.454157829284668,0.1875,nan,0.0
+batch,8,370,2.2603096961975098,0.25,nan,0.0
+batch,8,371,2.507840156555176,0.1875,nan,0.0
+batch,8,372,2.205902576446533,0.0625,nan,0.0
+batch,8,373,1.9323359727859497,0.375,nan,0.0
+batch,8,374,1.834189772605896,0.3125,nan,0.0
+batch,8,375,2.046748638153076,0.25,nan,0.0
+batch,8,376,2.254439115524292,0.1875,nan,0.0
+batch,8,377,1.8679289817810059,0.375,nan,0.0
+batch,8,378,2.1625313758850098,0.0625,nan,0.0
+batch,8,379,2.4598655700683594,0.1875,nan,0.0
+batch,8,380,2.331857204437256,0.3125,nan,0.0
+batch,8,381,2.3709590435028076,0.0625,nan,0.0
+batch,8,382,2.1961569786071777,0.1875,nan,0.0
+batch,8,383,2.191493034362793,0.25,nan,0.0
+batch,8,384,2.314812421798706,0.125,nan,0.0
+batch,8,385,2.0664944648742676,0.3125,nan,0.0
+batch,8,386,2.157137870788574,0.25,nan,0.0
+batch,8,387,2.05722713470459,0.3125,nan,0.0
+batch,8,388,2.0007317066192627,0.25,nan,0.0
+batch,8,389,2.2478528022766113,0.1875,nan,0.0
+batch,8,390,2.21020245552063,0.125,nan,0.0
+batch,8,391,2.520618438720703,0.25,nan,0.0
+batch,8,392,2.5315468311309814,0.125,nan,0.0
+batch,8,393,2.1776199340820312,0.125,nan,0.0
+batch,8,394,2.383530378341675,0.125,nan,0.0
+batch,8,395,2.223893165588379,0.25,nan,0.0
+batch,8,396,2.5403480529785156,0.25,nan,0.0
+batch,8,397,1.960274577140808,0.25,nan,0.0
+batch,8,398,1.9650810956954956,0.375,nan,0.0
+batch,8,399,2.0483500957489014,0.375,nan,0.0
+batch,8,400,2.6895971298217773,0.25,nan,0.0
+batch,8,401,2.355648994445801,0.125,nan,0.0
+batch,8,402,2.231175422668457,0.1875,nan,0.0
+batch,8,403,2.2235043048858643,0.25,nan,0.0
+batch,8,404,1.9150364398956299,0.5,nan,0.0
+batch,8,405,2.3551833629608154,0.1875,nan,0.0
+batch,8,406,1.8885769844055176,0.4375,nan,0.0
+batch,8,407,2.030970573425293,0.25,nan,0.0
+batch,8,408,2.0415680408477783,0.125,nan,0.0
+batch,8,409,2.5516746044158936,0.1875,nan,0.0
+batch,8,410,2.2505526542663574,0.1875,nan,0.0
+batch,8,411,2.385232448577881,0.1875,nan,0.0
+batch,8,412,1.971119999885559,0.25,nan,0.0
+batch,8,413,2.058335542678833,0.25,nan,0.0
+batch,8,414,1.9835928678512573,0.25,nan,0.0
+batch,8,415,1.751225233078003,0.4375,nan,0.0
+batch,8,416,2.2384371757507324,0.125,nan,0.0
+batch,8,417,2.0393667221069336,0.3125,nan,0.0
+batch,8,418,1.9780552387237549,0.5625,nan,0.0
+batch,8,419,2.2536463737487793,0.1875,nan,0.0
+batch,8,420,2.144667387008667,0.125,nan,0.0
+batch,8,421,2.1151978969573975,0.1875,nan,0.0
+batch,8,422,2.454239845275879,0.125,nan,0.0
+batch,8,423,2.281470537185669,0.25,nan,0.0
+batch,8,424,2.32584547996521,0.25,nan,0.0
+batch,8,425,2.0364675521850586,0.3125,nan,0.0
+batch,8,426,2.121915340423584,0.125,nan,0.0
+batch,8,427,2.1267387866973877,0.1875,nan,0.0
+batch,8,428,2.2978129386901855,0.25,nan,0.0
+batch,8,429,2.200007200241089,0.3125,nan,0.0
+batch,8,430,2.0273892879486084,0.1875,nan,0.0
+batch,8,431,2.4999823570251465,0.25,nan,0.0
+batch,8,432,2.4476542472839355,0.125,nan,0.0
+batch,8,433,2.0240674018859863,0.4375,nan,0.0
+batch,8,434,2.054166316986084,0.3125,nan,0.0
+batch,8,435,2.224613904953003,0.375,nan,0.0
+batch,8,436,2.2142271995544434,0.375,nan,0.0
+batch,8,437,2.1361565589904785,0.3125,nan,0.0
+batch,8,438,2.43464994430542,0.25,nan,0.0
+batch,8,439,2.2321743965148926,0.3125,nan,0.0
+batch,8,440,2.445390462875366,0.1875,nan,0.0
+batch,8,441,1.9731383323669434,0.3125,nan,0.0
+batch,8,442,2.055964469909668,0.3125,nan,0.0
+batch,8,443,2.0165159702301025,0.25,nan,0.0
+batch,8,444,1.839306116104126,0.375,nan,0.0
+batch,8,445,2.0274345874786377,0.25,nan,0.0
+batch,8,446,2.1427581310272217,0.25,nan,0.0
+batch,8,447,2.0068840980529785,0.3125,nan,0.0
+batch,8,448,2.1387882232666016,0.3125,nan,0.0
+batch,8,449,2.185488700866699,0.125,nan,0.0
+batch,8,450,2.5262632369995117,0.25,nan,0.0
+batch,8,451,2.2439842224121094,0.125,nan,0.0
+batch,8,452,2.064042806625366,0.3125,nan,0.0
+batch,8,453,2.202807664871216,0.3125,nan,0.0
+batch,8,454,2.2995710372924805,0.1875,nan,0.0
+batch,8,455,2.125415563583374,0.125,nan,0.0
+batch,8,456,2.535165309906006,0.25,nan,0.0
+batch,8,457,2.0191478729248047,0.25,nan,0.0
+batch,8,458,1.9359261989593506,0.375,nan,0.0
+batch,8,459,2.1450202465057373,0.4375,nan,0.0
+batch,8,460,2.148852586746216,0.1875,nan,0.0
+batch,8,461,2.1872997283935547,0.3125,nan,0.0
+batch,8,462,2.1135199069976807,0.25,nan,0.0
+batch,8,463,2.1239049434661865,0.375,nan,0.0
+batch,8,464,2.0467147827148438,0.25,nan,0.0
+batch,8,465,1.9769755601882935,0.3125,nan,0.0
+batch,8,466,2.5545456409454346,0.1875,nan,0.0
+batch,8,467,2.5385067462921143,0.3125,nan,0.0
+batch,8,468,2.1756443977355957,0.3125,nan,0.0
+batch,8,469,2.42629075050354,0.25,nan,0.0
+batch,8,470,2.408590316772461,0.1875,nan,0.0
+batch,8,471,1.8477592468261719,0.3125,nan,0.0
+batch,8,472,2.1346185207366943,0.3125,nan,0.0
+batch,8,473,2.1177849769592285,0.1875,nan,0.0
+batch,8,474,2.160527467727661,0.1875,nan,0.0
+batch,8,475,2.5314321517944336,0.125,nan,0.0
+batch,8,476,2.1293468475341797,0.1875,nan,0.0
+batch,8,477,1.9213979244232178,0.25,nan,0.0
+batch,8,478,2.717651844024658,0.125,nan,0.0
+batch,8,479,1.9476816654205322,0.375,nan,0.0
+batch,8,480,1.892930507659912,0.4375,nan,0.0
+batch,8,481,2.2615246772766113,0.375,nan,0.0
+batch,8,482,2.0668511390686035,0.25,nan,0.0
+batch,8,483,2.1950931549072266,0.1875,nan,0.0
+batch,8,484,2.37760066986084,0.125,nan,0.0
+batch,8,485,2.143187999725342,0.3125,nan,0.0
+batch,8,486,2.1623897552490234,0.25,nan,0.0
+batch,8,487,2.2035038471221924,0.3125,nan,0.0
+batch,8,488,2.714684009552002,0.0,nan,0.0
+batch,8,489,2.1238279342651367,0.125,nan,0.0
+batch,8,490,1.9936492443084717,0.375,nan,0.0
+batch,8,491,2.347784996032715,0.125,nan,0.0
+batch,8,492,2.2667582035064697,0.125,nan,0.0
+batch,8,493,1.9062275886535645,0.5,nan,0.0
+batch,8,494,1.94693922996521,0.3125,nan,0.0
+batch,8,495,2.0948739051818848,0.1875,nan,0.0
+batch,8,496,2.0388541221618652,0.3125,nan,0.0
+batch,8,497,1.8573029041290283,0.375,nan,0.0
+batch,8,498,2.3349387645721436,0.1875,nan,0.0
+batch,8,499,2.506568431854248,0.3125,nan,0.0
+batch,8,500,2.0740578174591064,0.25,nan,0.0
+batch,8,501,2.2241811752319336,0.1875,nan,0.0
+batch,8,502,1.778019666671753,0.375,nan,0.0
+batch,8,503,1.9999995231628418,0.1875,nan,0.0
+batch,8,504,2.165903091430664,0.375,nan,0.0
+batch,8,505,2.127823829650879,0.3125,nan,0.0
+batch,8,506,2.341695785522461,0.1875,nan,0.0
+batch,8,507,1.9881820678710938,0.4375,nan,0.0
+batch,8,508,2.374969959259033,0.1875,nan,0.0
+batch,8,509,1.8758220672607422,0.5,nan,0.0
+epoch,8,-1,2.2277943116300767,0.23835213339872485,nan,63.19084572792053
+batch,9,0,2.084829807281494,0.125,nan,0.0
+batch,9,1,2.5538926124572754,0.25,nan,0.0
+batch,9,2,2.138936996459961,0.25,nan,0.0
+batch,9,3,2.2729594707489014,0.375,nan,0.0
+batch,9,4,2.436367988586426,0.125,nan,0.0
+batch,9,5,2.4165425300598145,0.125,nan,0.0
+batch,9,6,1.9937891960144043,0.3125,nan,0.0
+batch,9,7,2.3693671226501465,0.125,nan,0.0
+batch,9,8,2.449748992919922,0.125,nan,0.0
+batch,9,9,2.36336088180542,0.125,nan,0.0
+batch,9,10,2.2039456367492676,0.25,nan,0.0
+batch,9,11,2.2980918884277344,0.3125,nan,0.0
+batch,9,12,2.024968147277832,0.25,nan,0.0
+batch,9,13,2.3554439544677734,0.125,nan,0.0
+batch,9,14,2.213075637817383,0.1875,nan,0.0
+batch,9,15,2.256502628326416,0.25,nan,0.0
+batch,9,16,2.3056914806365967,0.25,nan,0.0
+batch,9,17,2.588761329650879,0.1875,nan,0.0
+batch,9,18,2.146599769592285,0.125,nan,0.0
+batch,9,19,2.1685922145843506,0.1875,nan,0.0
+batch,9,20,2.3678550720214844,0.125,nan,0.0
+batch,9,21,2.063744068145752,0.3125,nan,0.0
+batch,9,22,2.130974531173706,0.25,nan,0.0
+batch,9,23,2.025886297225952,0.25,nan,0.0
+batch,9,24,2.2064497470855713,0.3125,nan,0.0
+batch,9,25,2.330354690551758,0.1875,nan,0.0
+batch,9,26,1.98436439037323,0.25,nan,0.0
+batch,9,27,2.0053834915161133,0.375,nan,0.0
+batch,9,28,2.144096612930298,0.25,nan,0.0
+batch,9,29,2.0743134021759033,0.1875,nan,0.0
+batch,9,30,2.572211265563965,0.125,nan,0.0
+batch,9,31,2.1877121925354004,0.25,nan,0.0
+batch,9,32,1.7540147304534912,0.5,nan,0.0
+batch,9,33,2.2388687133789062,0.1875,nan,0.0
+batch,9,34,2.3051130771636963,0.1875,nan,0.0
+batch,9,35,1.9723925590515137,0.375,nan,0.0
+batch,9,36,2.453416109085083,0.1875,nan,0.0
+batch,9,37,2.3323092460632324,0.125,nan,0.0
+batch,9,38,2.3716962337493896,0.1875,nan,0.0
+batch,9,39,2.111766815185547,0.3125,nan,0.0
+batch,9,40,2.245811939239502,0.1875,nan,0.0
+batch,9,41,2.188479423522949,0.3125,nan,0.0
+batch,9,42,2.1114296913146973,0.1875,nan,0.0
+batch,9,43,2.1490237712860107,0.375,nan,0.0
+batch,9,44,2.0257647037506104,0.3125,nan,0.0
+batch,9,45,1.9177485704421997,0.3125,nan,0.0
+batch,9,46,2.2532601356506348,0.375,nan,0.0
+batch,9,47,2.2683420181274414,0.25,nan,0.0
+batch,9,48,2.265875816345215,0.125,nan,0.0
+batch,9,49,2.315688133239746,0.25,nan,0.0
+batch,9,50,2.3242990970611572,0.1875,nan,0.0
+batch,9,51,2.2034413814544678,0.3125,nan,0.0
+batch,9,52,1.9427067041397095,0.4375,nan,0.0
+batch,9,53,2.106910228729248,0.25,nan,0.0
+batch,9,54,2.1312031745910645,0.3125,nan,0.0
+batch,9,55,2.3132212162017822,0.25,nan,0.0
+batch,9,56,2.2095537185668945,0.1875,nan,0.0
+batch,9,57,2.433079957962036,0.1875,nan,0.0
+batch,9,58,1.9274332523345947,0.4375,nan,0.0
+batch,9,59,2.050602436065674,0.1875,nan,0.0
+batch,9,60,2.290318489074707,0.1875,nan,0.0
+batch,9,61,2.2560477256774902,0.25,nan,0.0
+batch,9,62,2.195298910140991,0.375,nan,0.0
+batch,9,63,2.4152603149414062,0.0625,nan,0.0
+batch,9,64,2.2949883937835693,0.0625,nan,0.0
+batch,9,65,2.502432107925415,0.125,nan,0.0
+batch,9,66,2.358879327774048,0.3125,nan,0.0
+batch,9,67,2.137080669403076,0.25,nan,0.0
+batch,9,68,2.244166135787964,0.25,nan,0.0
+batch,9,69,2.051257371902466,0.3125,nan,0.0
+batch,9,70,2.0982584953308105,0.1875,nan,0.0
+batch,9,71,2.2439026832580566,0.1875,nan,0.0
+batch,9,72,2.366806983947754,0.3125,nan,0.0
+batch,9,73,2.0877652168273926,0.25,nan,0.0
+batch,9,74,2.1798994541168213,0.3125,nan,0.0
+batch,9,75,2.5137407779693604,0.0625,nan,0.0
+batch,9,76,2.673708438873291,0.0625,nan,0.0
+batch,9,77,1.957997441291809,0.3125,nan,0.0
+batch,9,78,2.7260313034057617,0.1875,nan,0.0
+batch,9,79,2.1165874004364014,0.25,nan,0.0
+batch,9,80,2.524202346801758,0.125,nan,0.0
+batch,9,81,2.255270004272461,0.1875,nan,0.0
+batch,9,82,1.937990665435791,0.25,nan,0.0
+batch,9,83,2.414370059967041,0.25,nan,0.0
+batch,9,84,2.334066390991211,0.1875,nan,0.0
+batch,9,85,2.1373071670532227,0.3125,nan,0.0
+batch,9,86,2.462543487548828,0.1875,nan,0.0
+batch,9,87,2.2932279109954834,0.0625,nan,0.0
+batch,9,88,2.103278875350952,0.25,nan,0.0
+batch,9,89,2.2217845916748047,0.125,nan,0.0
+batch,9,90,2.2391347885131836,0.25,nan,0.0
+batch,9,91,1.7420679330825806,0.5625,nan,0.0
+batch,9,92,2.433579921722412,0.125,nan,0.0
+batch,9,93,2.1421806812286377,0.1875,nan,0.0
+batch,9,94,1.9395947456359863,0.25,nan,0.0
+batch,9,95,2.2918877601623535,0.125,nan,0.0
+batch,9,96,2.281815528869629,0.25,nan,0.0
+batch,9,97,2.2098734378814697,0.3125,nan,0.0
+batch,9,98,2.1144657135009766,0.125,nan,0.0
+batch,9,99,2.1608667373657227,0.375,nan,0.0
+batch,9,100,2.0719330310821533,0.1875,nan,0.0
+batch,9,101,2.0999763011932373,0.25,nan,0.0
+batch,9,102,2.278179883956909,0.3125,nan,0.0
+batch,9,103,2.34403133392334,0.3125,nan,0.0
+batch,9,104,1.9085606336593628,0.3125,nan,0.0
+batch,9,105,1.8766584396362305,0.5,nan,0.0
+batch,9,106,2.576937675476074,0.1875,nan,0.0
+batch,9,107,2.561408042907715,0.125,nan,0.0
+batch,9,108,2.0514543056488037,0.375,nan,0.0
+batch,9,109,2.4318037033081055,0.1875,nan,0.0
+batch,9,110,2.7407989501953125,0.1875,nan,0.0
+batch,9,111,2.549704074859619,0.125,nan,0.0
+batch,9,112,2.1965627670288086,0.1875,nan,0.0
+batch,9,113,2.517864227294922,0.125,nan,0.0
+batch,9,114,2.3934688568115234,0.125,nan,0.0
+batch,9,115,2.231050729751587,0.0625,nan,0.0
+batch,9,116,2.074345111846924,0.375,nan,0.0
+batch,9,117,2.1926164627075195,0.25,nan,0.0
+batch,9,118,2.2419323921203613,0.25,nan,0.0
+batch,9,119,1.8673943281173706,0.375,nan,0.0
+batch,9,120,2.0937793254852295,0.3125,nan,0.0
+batch,9,121,2.0322353839874268,0.1875,nan,0.0
+batch,9,122,2.240161418914795,0.25,nan,0.0
+batch,9,123,2.052983283996582,0.3125,nan,0.0
+batch,9,124,2.2891502380371094,0.1875,nan,0.0
+batch,9,125,2.056715488433838,0.1875,nan,0.0
+batch,9,126,2.3187055587768555,0.25,nan,0.0
+batch,9,127,2.1561007499694824,0.4375,nan,0.0
+batch,9,128,2.067305326461792,0.5,nan,0.0
+batch,9,129,2.4880170822143555,0.0625,nan,0.0
+batch,9,130,2.1906352043151855,0.1875,nan,0.0
+batch,9,131,1.8505313396453857,0.25,nan,0.0
+batch,9,132,1.996739149093628,0.1875,nan,0.0
+batch,9,133,2.4551985263824463,0.1875,nan,0.0
+batch,9,134,2.1370601654052734,0.1875,nan,0.0
+batch,9,135,2.0695066452026367,0.3125,nan,0.0
+batch,9,136,2.1103196144104004,0.1875,nan,0.0
+batch,9,137,2.245058059692383,0.25,nan,0.0
+batch,9,138,1.9974896907806396,0.25,nan,0.0
+batch,9,139,1.9166197776794434,0.4375,nan,0.0
+batch,9,140,2.122701644897461,0.1875,nan,0.0
+batch,9,141,2.3435442447662354,0.125,nan,0.0
+batch,9,142,2.387397527694702,0.125,nan,0.0
+batch,9,143,1.802198886871338,0.5625,nan,0.0
+batch,9,144,2.005054473876953,0.25,nan,0.0
+batch,9,145,2.224146842956543,0.3125,nan,0.0
+batch,9,146,2.2260351181030273,0.1875,nan,0.0
+batch,9,147,1.963469386100769,0.4375,nan,0.0
+batch,9,148,2.2230167388916016,0.125,nan,0.0
+batch,9,149,2.017426013946533,0.3125,nan,0.0
+batch,9,150,2.0085620880126953,0.375,nan,0.0
+batch,9,151,2.3750991821289062,0.125,nan,0.0
+batch,9,152,2.5512750148773193,0.1875,nan,0.0
+batch,9,153,2.348001003265381,0.125,nan,0.0
+batch,9,154,2.073040008544922,0.25,nan,0.0
+batch,9,155,2.0146236419677734,0.3125,nan,0.0
+batch,9,156,2.607187509536743,0.1875,nan,0.0
+batch,9,157,2.0541257858276367,0.0625,nan,0.0
+batch,9,158,2.5664095878601074,0.3125,nan,0.0
+batch,9,159,1.872035026550293,0.3125,nan,0.0
+batch,9,160,2.238494873046875,0.25,nan,0.0
+batch,9,161,2.066622734069824,0.25,nan,0.0
+batch,9,162,2.1368958950042725,0.25,nan,0.0
+batch,9,163,2.0131590366363525,0.25,nan,0.0
+batch,9,164,2.064868450164795,0.1875,nan,0.0
+batch,9,165,2.2021737098693848,0.3125,nan,0.0
+batch,9,166,1.8795040845870972,0.375,nan,0.0
+batch,9,167,2.104849338531494,0.3125,nan,0.0
+batch,9,168,2.6966371536254883,0.1875,nan,0.0
+batch,9,169,1.8798110485076904,0.3125,nan,0.0
+batch,9,170,2.197655200958252,0.3125,nan,0.0
+batch,9,171,1.8997704982757568,0.25,nan,0.0
+batch,9,172,2.316283941268921,0.375,nan,0.0
+batch,9,173,2.494220733642578,0.0625,nan,0.0
+batch,9,174,2.4833414554595947,0.1875,nan,0.0
+batch,9,175,2.3991751670837402,0.25,nan,0.0
+batch,9,176,2.3829519748687744,0.0,nan,0.0
+batch,9,177,2.2402913570404053,0.375,nan,0.0
+batch,9,178,2.296409845352173,0.25,nan,0.0
+batch,9,179,2.148113250732422,0.25,nan,0.0
+batch,9,180,1.8171719312667847,0.5,nan,0.0
+batch,9,181,2.1408309936523438,0.3125,nan,0.0
+batch,9,182,2.2101402282714844,0.1875,nan,0.0
+batch,9,183,2.247868061065674,0.25,nan,0.0
+batch,9,184,2.272339344024658,0.25,nan,0.0
+batch,9,185,1.8422563076019287,0.25,nan,0.0
+batch,9,186,2.013962745666504,0.4375,nan,0.0
+batch,9,187,2.2887401580810547,0.25,nan,0.0
+batch,9,188,2.4464328289031982,0.125,nan,0.0
+batch,9,189,2.176748275756836,0.1875,nan,0.0
+batch,9,190,1.9494295120239258,0.3125,nan,0.0
+batch,9,191,2.312197685241699,0.0625,nan,0.0
+batch,9,192,1.943102478981018,0.375,nan,0.0
+batch,9,193,2.360355854034424,0.1875,nan,0.0
+batch,9,194,2.354473829269409,0.375,nan,0.0
+batch,9,195,2.423776149749756,0.0625,nan,0.0
+batch,9,196,2.2641942501068115,0.3125,nan,0.0
+batch,9,197,2.617556095123291,0.0625,nan,0.0
+batch,9,198,2.285175323486328,0.25,nan,0.0
+batch,9,199,2.14670729637146,0.25,nan,0.0
+batch,9,200,2.29440975189209,0.1875,nan,0.0
+batch,9,201,2.39937686920166,0.125,nan,0.0
+batch,9,202,2.070377826690674,0.1875,nan,0.0
+batch,9,203,2.225815773010254,0.25,nan,0.0
+batch,9,204,2.196138381958008,0.25,nan,0.0
+batch,9,205,1.9365867376327515,0.375,nan,0.0
+batch,9,206,2.215083599090576,0.25,nan,0.0
+batch,9,207,2.0022289752960205,0.3125,nan,0.0
+batch,9,208,2.7857134342193604,0.1875,nan,0.0
+batch,9,209,2.224421501159668,0.25,nan,0.0
+batch,9,210,2.3473448753356934,0.1875,nan,0.0
+batch,9,211,2.146669626235962,0.25,nan,0.0
+batch,9,212,2.208174467086792,0.0625,nan,0.0
+batch,9,213,2.0335230827331543,0.375,nan,0.0
+batch,9,214,2.2508816719055176,0.25,nan,0.0
+batch,9,215,2.020120143890381,0.3125,nan,0.0
+batch,9,216,2.1612415313720703,0.25,nan,0.0
+batch,9,217,2.498274803161621,0.1875,nan,0.0
+batch,9,218,2.3316078186035156,0.1875,nan,0.0
+batch,9,219,2.225893974304199,0.25,nan,0.0
+batch,9,220,2.0792198181152344,0.375,nan,0.0
+batch,9,221,2.0535178184509277,0.3125,nan,0.0
+batch,9,222,2.1977391242980957,0.1875,nan,0.0
+batch,9,223,1.9578616619110107,0.3125,nan,0.0
+batch,9,224,2.1716527938842773,0.3125,nan,0.0
+batch,9,225,2.480619430541992,0.1875,nan,0.0
+batch,9,226,2.567582607269287,0.1875,nan,0.0
+batch,9,227,2.09316349029541,0.375,nan,0.0
+batch,9,228,2.1865410804748535,0.1875,nan,0.0
+batch,9,229,2.366485118865967,0.1875,nan,0.0
+batch,9,230,1.9652609825134277,0.375,nan,0.0
+batch,9,231,1.974753737449646,0.375,nan,0.0
+batch,9,232,2.270946979522705,0.1875,nan,0.0
+batch,9,233,1.946984052658081,0.25,nan,0.0
+batch,9,234,2.368501663208008,0.0,nan,0.0
+batch,9,235,2.43176531791687,0.0625,nan,0.0
+batch,9,236,2.3279311656951904,0.125,nan,0.0
+batch,9,237,2.0290346145629883,0.375,nan,0.0
+batch,9,238,2.2369604110717773,0.125,nan,0.0
+batch,9,239,2.0662758350372314,0.1875,nan,0.0
+batch,9,240,1.9412126541137695,0.4375,nan,0.0
+batch,9,241,1.8296191692352295,0.5,nan,0.0
+batch,9,242,2.039339542388916,0.1875,nan,0.0
+batch,9,243,2.430699586868286,0.125,nan,0.0
+batch,9,244,2.1119589805603027,0.1875,nan,0.0
+batch,9,245,2.102551221847534,0.3125,nan,0.0
+batch,9,246,2.166792869567871,0.25,nan,0.0
+batch,9,247,2.2738494873046875,0.25,nan,0.0
+batch,9,248,1.8501801490783691,0.25,nan,0.0
+batch,9,249,1.8931514024734497,0.375,nan,0.0
+batch,9,250,1.894460916519165,0.4375,nan,0.0
+batch,9,251,2.1722445487976074,0.3125,nan,0.0
+batch,9,252,2.367748498916626,0.4375,nan,0.0
+batch,9,253,2.018162488937378,0.375,nan,0.0
+batch,9,254,2.0599725246429443,0.25,nan,0.0
+batch,9,255,1.882344126701355,0.375,nan,0.0
+batch,9,256,2.367089033126831,0.25,nan,0.0
+batch,9,257,2.394141435623169,0.1875,nan,0.0
+batch,9,258,1.7360934019088745,0.375,nan,0.0
+batch,9,259,2.324373722076416,0.1875,nan,0.0
+batch,9,260,2.145195722579956,0.125,nan,0.0
+batch,9,261,2.276226758956909,0.1875,nan,0.0
+batch,9,262,2.019976854324341,0.375,nan,0.0
+batch,9,263,2.057002305984497,0.4375,nan,0.0
+batch,9,264,2.0795979499816895,0.25,nan,0.0
+batch,9,265,2.399139881134033,0.3125,nan,0.0
+batch,9,266,2.399639368057251,0.1875,nan,0.0
+batch,9,267,2.3399505615234375,0.3125,nan,0.0
+batch,9,268,1.880109429359436,0.375,nan,0.0
+batch,9,269,2.1991796493530273,0.1875,nan,0.0
+batch,9,270,2.649078607559204,0.0,nan,0.0
+batch,9,271,1.9394041299819946,0.25,nan,0.0
+batch,9,272,2.456407070159912,0.1875,nan,0.0
+batch,9,273,2.001027822494507,0.3125,nan,0.0
+batch,9,274,2.631093740463257,0.0625,nan,0.0
+batch,9,275,2.3240573406219482,0.1875,nan,0.0
+batch,9,276,2.593081474304199,0.1875,nan,0.0
+batch,9,277,2.0942277908325195,0.375,nan,0.0
+batch,9,278,1.929276704788208,0.3125,nan,0.0
+batch,9,279,2.372807741165161,0.1875,nan,0.0
+batch,9,280,2.1507508754730225,0.1875,nan,0.0
+batch,9,281,2.456826686859131,0.25,nan,0.0
+batch,9,282,1.8697104454040527,0.3125,nan,0.0
+batch,9,283,2.3744633197784424,0.3125,nan,0.0
+batch,9,284,2.241419792175293,0.125,nan,0.0
+batch,9,285,2.1174726486206055,0.1875,nan,0.0
+batch,9,286,2.0858798027038574,0.25,nan,0.0
+batch,9,287,2.156426429748535,0.1875,nan,0.0
+batch,9,288,2.1410112380981445,0.25,nan,0.0
+batch,9,289,2.3118979930877686,0.1875,nan,0.0
+batch,9,290,2.212519407272339,0.3125,nan,0.0
+batch,9,291,2.339215040206909,0.1875,nan,0.0
+batch,9,292,2.141664743423462,0.25,nan,0.0
+batch,9,293,2.4258360862731934,0.1875,nan,0.0
+batch,9,294,2.288322687149048,0.0625,nan,0.0
+batch,9,295,2.417081594467163,0.125,nan,0.0
+batch,9,296,1.9545623064041138,0.375,nan,0.0
+batch,9,297,2.3148927688598633,0.25,nan,0.0
+batch,9,298,2.3627684116363525,0.125,nan,0.0
+batch,9,299,2.299548625946045,0.3125,nan,0.0
+batch,9,300,2.4897701740264893,0.125,nan,0.0
+batch,9,301,2.394646644592285,0.1875,nan,0.0
+batch,9,302,2.1177029609680176,0.25,nan,0.0
+batch,9,303,2.4380877017974854,0.1875,nan,0.0
+batch,9,304,2.241436004638672,0.25,nan,0.0
+batch,9,305,1.8502600193023682,0.4375,nan,0.0
+batch,9,306,2.292616844177246,0.125,nan,0.0
+batch,9,307,2.2052435874938965,0.1875,nan,0.0
+batch,9,308,1.9733543395996094,0.25,nan,0.0
+batch,9,309,2.3364384174346924,0.25,nan,0.0
+batch,9,310,2.3122830390930176,0.3125,nan,0.0
+batch,9,311,2.419231414794922,0.25,nan,0.0
+batch,9,312,2.2436044216156006,0.1875,nan,0.0
+batch,9,313,2.1737570762634277,0.1875,nan,0.0
+batch,9,314,2.1039648056030273,0.25,nan,0.0
+batch,9,315,2.037203788757324,0.25,nan,0.0
+batch,9,316,1.9541964530944824,0.3125,nan,0.0
+batch,9,317,2.241884469985962,0.25,nan,0.0
+batch,9,318,1.8710360527038574,0.375,nan,0.0
+batch,9,319,2.404043674468994,0.125,nan,0.0
+batch,9,320,2.2436459064483643,0.25,nan,0.0
+batch,9,321,2.153139591217041,0.1875,nan,0.0
+batch,9,322,2.3141417503356934,0.25,nan,0.0
+batch,9,323,2.3286638259887695,0.1875,nan,0.0
+batch,9,324,2.058314323425293,0.25,nan,0.0
+batch,9,325,2.0644445419311523,0.25,nan,0.0
+batch,9,326,2.2075319290161133,0.1875,nan,0.0
+batch,9,327,1.9987986087799072,0.375,nan,0.0
+batch,9,328,2.189802408218384,0.1875,nan,0.0
+batch,9,329,1.843192219734192,0.4375,nan,0.0
+batch,9,330,2.146979570388794,0.375,nan,0.0
+batch,9,331,2.230592727661133,0.25,nan,0.0
+batch,9,332,1.9938311576843262,0.3125,nan,0.0
+batch,9,333,1.8913832902908325,0.25,nan,0.0
+batch,9,334,2.1618423461914062,0.375,nan,0.0
+batch,9,335,2.1083240509033203,0.25,nan,0.0
+batch,9,336,1.820176124572754,0.375,nan,0.0
+batch,9,337,2.419711112976074,0.25,nan,0.0
+batch,9,338,2.0118155479431152,0.25,nan,0.0
+batch,9,339,1.8106629848480225,0.375,nan,0.0
+batch,9,340,2.3030881881713867,0.3125,nan,0.0
+batch,9,341,2.2461133003234863,0.375,nan,0.0
+batch,9,342,2.400463819503784,0.3125,nan,0.0
+batch,9,343,2.5137338638305664,0.1875,nan,0.0
+batch,9,344,2.7455925941467285,0.0625,nan,0.0
+batch,9,345,2.159395933151245,0.25,nan,0.0
+batch,9,346,1.988921880722046,0.375,nan,0.0
+batch,9,347,2.3006885051727295,0.25,nan,0.0
+batch,9,348,2.2030224800109863,0.3125,nan,0.0
+batch,9,349,2.225980281829834,0.3125,nan,0.0
+batch,9,350,1.9918913841247559,0.3125,nan,0.0
+batch,9,351,2.179199695587158,0.1875,nan,0.0
+batch,9,352,1.8361061811447144,0.25,nan,0.0
+batch,9,353,2.4453017711639404,0.0625,nan,0.0
+batch,9,354,1.8384983539581299,0.5,nan,0.0
+batch,9,355,2.2143571376800537,0.25,nan,0.0
+batch,9,356,2.2388691902160645,0.0,nan,0.0
+batch,9,357,1.8712356090545654,0.375,nan,0.0
+batch,9,358,2.0533745288848877,0.125,nan,0.0
+batch,9,359,2.243161201477051,0.125,nan,0.0
+batch,9,360,1.8397102355957031,0.3125,nan,0.0
+batch,9,361,2.368259906768799,0.0,nan,0.0
+batch,9,362,2.1169419288635254,0.25,nan,0.0
+batch,9,363,2.3807950019836426,0.0625,nan,0.0
+batch,9,364,2.176525115966797,0.3125,nan,0.0
+batch,9,365,2.2276182174682617,0.25,nan,0.0
+batch,9,366,2.040644407272339,0.1875,nan,0.0
+batch,9,367,1.9680726528167725,0.1875,nan,0.0
+batch,9,368,2.36885666847229,0.1875,nan,0.0
+batch,9,369,2.0357041358947754,0.3125,nan,0.0
+batch,9,370,2.0154287815093994,0.25,nan,0.0
+batch,9,371,2.1375975608825684,0.125,nan,0.0
+batch,9,372,2.069122552871704,0.25,nan,0.0
+batch,9,373,2.0235867500305176,0.25,nan,0.0
+batch,9,374,2.191723346710205,0.25,nan,0.0
+batch,9,375,2.221672296524048,0.25,nan,0.0
+batch,9,376,2.005608081817627,0.25,nan,0.0
+batch,9,377,2.2669944763183594,0.375,nan,0.0
+batch,9,378,1.7275525331497192,0.375,nan,0.0
+batch,9,379,2.02517032623291,0.4375,nan,0.0
+batch,9,380,1.8352123498916626,0.4375,nan,0.0
+batch,9,381,1.9971133470535278,0.125,nan,0.0
+batch,9,382,1.937403917312622,0.3125,nan,0.0
+batch,9,383,2.0966694355010986,0.1875,nan,0.0
+batch,9,384,2.075205087661743,0.25,nan,0.0
+batch,9,385,2.3653175830841064,0.125,nan,0.0
+batch,9,386,2.8106231689453125,0.0625,nan,0.0
+batch,9,387,1.8308594226837158,0.5,nan,0.0
+batch,9,388,2.400071620941162,0.1875,nan,0.0
+batch,9,389,2.295255184173584,0.3125,nan,0.0
+batch,9,390,1.9818198680877686,0.1875,nan,0.0
+batch,9,391,2.7415473461151123,0.25,nan,0.0
+batch,9,392,2.1351161003112793,0.25,nan,0.0
+batch,9,393,2.178302049636841,0.25,nan,0.0
+batch,9,394,2.350903272628784,0.125,nan,0.0
+batch,9,395,2.2775750160217285,0.0625,nan,0.0
+batch,9,396,2.3847899436950684,0.0625,nan,0.0
+batch,9,397,1.71110200881958,0.3125,nan,0.0
+batch,9,398,2.266094207763672,0.25,nan,0.0
+batch,9,399,2.3326640129089355,0.125,nan,0.0
+batch,9,400,2.1968719959259033,0.3125,nan,0.0
+batch,9,401,2.2259836196899414,0.375,nan,0.0
+batch,9,402,2.1168200969696045,0.4375,nan,0.0
+batch,9,403,1.9456896781921387,0.375,nan,0.0
+batch,9,404,1.9754726886749268,0.4375,nan,0.0
+batch,9,405,1.9943312406539917,0.25,nan,0.0
+batch,9,406,2.2418324947357178,0.3125,nan,0.0
+batch,9,407,2.1740264892578125,0.1875,nan,0.0
+batch,9,408,2.205496072769165,0.1875,nan,0.0
+batch,9,409,2.312669515609741,0.125,nan,0.0
+batch,9,410,1.9566130638122559,0.375,nan,0.0
+batch,9,411,2.1868271827697754,0.25,nan,0.0
+batch,9,412,2.2427546977996826,0.125,nan,0.0
+batch,9,413,2.2950878143310547,0.25,nan,0.0
+batch,9,414,1.9123961925506592,0.375,nan,0.0
+batch,9,415,2.2290804386138916,0.3125,nan,0.0
+batch,9,416,1.7456766366958618,0.3125,nan,0.0
+batch,9,417,2.5560266971588135,0.1875,nan,0.0
+batch,9,418,2.2187063694000244,0.25,nan,0.0
+batch,9,419,2.0015478134155273,0.4375,nan,0.0
+batch,9,420,1.9941411018371582,0.3125,nan,0.0
+batch,9,421,2.3882458209991455,0.125,nan,0.0
+batch,9,422,2.27622127532959,0.25,nan,0.0
+batch,9,423,2.090923309326172,0.375,nan,0.0
+batch,9,424,2.1944468021392822,0.0,nan,0.0
+batch,9,425,2.184901237487793,0.25,nan,0.0
+batch,9,426,2.065391778945923,0.3125,nan,0.0
+batch,9,427,2.038486957550049,0.375,nan,0.0
+batch,9,428,1.8699249029159546,0.4375,nan,0.0
+batch,9,429,2.2404212951660156,0.3125,nan,0.0
+batch,9,430,2.5630440711975098,0.125,nan,0.0
+batch,9,431,2.01979398727417,0.375,nan,0.0
+batch,9,432,1.9310932159423828,0.3125,nan,0.0
+batch,9,433,1.9004230499267578,0.375,nan,0.0
+batch,9,434,1.9583985805511475,0.375,nan,0.0
+batch,9,435,2.306988000869751,0.25,nan,0.0
+batch,9,436,2.0666210651397705,0.3125,nan,0.0
+batch,9,437,2.723125457763672,0.125,nan,0.0
+batch,9,438,2.093822479248047,0.25,nan,0.0
+batch,9,439,2.132327079772949,0.375,nan,0.0
+batch,9,440,2.068974256515503,0.25,nan,0.0
+batch,9,441,2.005401849746704,0.25,nan,0.0
+batch,9,442,2.1440162658691406,0.25,nan,0.0
+batch,9,443,2.2799344062805176,0.3125,nan,0.0
+batch,9,444,2.032853603363037,0.375,nan,0.0
+batch,9,445,2.256828546524048,0.0625,nan,0.0
+batch,9,446,2.3297934532165527,0.3125,nan,0.0
+batch,9,447,2.3716673851013184,0.0625,nan,0.0
+batch,9,448,1.8661632537841797,0.375,nan,0.0
+batch,9,449,2.0650248527526855,0.1875,nan,0.0
+batch,9,450,1.9877970218658447,0.25,nan,0.0
+batch,9,451,2.2749311923980713,0.125,nan,0.0
+batch,9,452,1.9739222526550293,0.25,nan,0.0
+batch,9,453,2.412424087524414,0.0,nan,0.0
+batch,9,454,1.9990520477294922,0.3125,nan,0.0
+batch,9,455,2.0469813346862793,0.125,nan,0.0
+batch,9,456,1.8708335161209106,0.5,nan,0.0
+batch,9,457,2.2438693046569824,0.25,nan,0.0
+batch,9,458,2.148632049560547,0.1875,nan,0.0
+batch,9,459,2.207195520401001,0.25,nan,0.0
+batch,9,460,2.618966579437256,0.0625,nan,0.0
+batch,9,461,1.856116771697998,0.4375,nan,0.0
+batch,9,462,2.0492513179779053,0.1875,nan,0.0
+batch,9,463,2.4036097526550293,0.1875,nan,0.0
+batch,9,464,2.2190756797790527,0.3125,nan,0.0
+batch,9,465,2.1942384243011475,0.25,nan,0.0
+batch,9,466,2.7982168197631836,0.1875,nan,0.0
+batch,9,467,2.106137990951538,0.375,nan,0.0
+batch,9,468,2.4228250980377197,0.125,nan,0.0
+batch,9,469,2.113208770751953,0.125,nan,0.0
+batch,9,470,2.6434104442596436,0.125,nan,0.0
+batch,9,471,1.9693889617919922,0.25,nan,0.0
+batch,9,472,2.298851490020752,0.25,nan,0.0
+batch,9,473,2.0339558124542236,0.3125,nan,0.0
+batch,9,474,2.269932746887207,0.25,nan,0.0
+batch,9,475,1.931743860244751,0.125,nan,0.0
+batch,9,476,2.3022594451904297,0.25,nan,0.0
+batch,9,477,2.413558006286621,0.0625,nan,0.0
+batch,9,478,2.216020107269287,0.3125,nan,0.0
+batch,9,479,1.8126871585845947,0.4375,nan,0.0
+batch,9,480,2.2574667930603027,0.25,nan,0.0
+batch,9,481,2.181436061859131,0.25,nan,0.0
+batch,9,482,2.1099352836608887,0.4375,nan,0.0
+batch,9,483,1.7762765884399414,0.3125,nan,0.0
+batch,9,484,2.2500500679016113,0.125,nan,0.0
+batch,9,485,2.134159564971924,0.25,nan,0.0
+batch,9,486,2.7999982833862305,0.0625,nan,0.0
+batch,9,487,1.9372309446334839,0.3125,nan,0.0
+batch,9,488,1.9298582077026367,0.3125,nan,0.0
+batch,9,489,2.1704463958740234,0.125,nan,0.0
+batch,9,490,2.1730501651763916,0.1875,nan,0.0
+batch,9,491,2.3720407485961914,0.3125,nan,0.0
+batch,9,492,2.4098691940307617,0.25,nan,0.0
+batch,9,493,2.4854516983032227,0.25,nan,0.0
+batch,9,494,2.0545554161071777,0.125,nan,0.0
+batch,9,495,2.131129264831543,0.3125,nan,0.0
+batch,9,496,2.1830496788024902,0.3125,nan,0.0
+batch,9,497,2.199530601501465,0.1875,nan,0.0
+batch,9,498,2.2128653526306152,0.25,nan,0.0
+batch,9,499,2.3254003524780273,0.125,nan,0.0
+batch,9,500,1.878812551498413,0.3125,nan,0.0
+batch,9,501,2.4115829467773438,0.25,nan,0.0
+batch,9,502,2.1212425231933594,0.25,nan,0.0
+batch,9,503,2.143139362335205,0.3125,nan,0.0
+batch,9,504,2.21048641204834,0.125,nan,0.0
+batch,9,505,2.286203622817993,0.3125,nan,0.0
+batch,9,506,1.931361436843872,0.375,nan,0.0
+batch,9,507,1.8675501346588135,0.375,nan,0.0
+batch,9,508,2.402007579803467,0.1875,nan,0.0
+batch,9,509,2.354879140853882,0.25,nan,0.0
+epoch,9,-1,2.1907275871297434,0.24632172633643942,nan,59.78965950012207
+batch,10,0,2.192755699157715,0.125,nan,0.0
+batch,10,1,1.932710886001587,0.4375,nan,0.0
+batch,10,2,2.3502893447875977,0.1875,nan,0.0
+batch,10,3,2.1591243743896484,0.125,nan,0.0
+batch,10,4,2.3363475799560547,0.25,nan,0.0
+batch,10,5,2.3626694679260254,0.25,nan,0.0
+batch,10,6,2.238595962524414,0.1875,nan,0.0
+batch,10,7,2.1138579845428467,0.1875,nan,0.0
+batch,10,8,1.8000316619873047,0.3125,nan,0.0
+batch,10,9,2.215404510498047,0.1875,nan,0.0
+batch,10,10,1.8244199752807617,0.5,nan,0.0
+batch,10,11,1.9225717782974243,0.5,nan,0.0
+batch,10,12,1.9138598442077637,0.3125,nan,0.0
+batch,10,13,1.9417939186096191,0.375,nan,0.0
+batch,10,14,1.9331634044647217,0.3125,nan,0.0
+batch,10,15,2.3406147956848145,0.0625,nan,0.0
+batch,10,16,2.2785842418670654,0.25,nan,0.0
+batch,10,17,2.0556278228759766,0.25,nan,0.0
+batch,10,18,1.7578952312469482,0.5625,nan,0.0
+batch,10,19,2.2516937255859375,0.375,nan,0.0
+batch,10,20,1.8132061958312988,0.375,nan,0.0
+batch,10,21,2.044133424758911,0.375,nan,0.0
+batch,10,22,2.0408358573913574,0.3125,nan,0.0
+batch,10,23,2.0438337326049805,0.375,nan,0.0
+batch,10,24,1.55717933177948,0.5,nan,0.0
+batch,10,25,2.386276960372925,0.0625,nan,0.0
+batch,10,26,2.0566749572753906,0.375,nan,0.0
+batch,10,27,2.408466339111328,0.1875,nan,0.0
+batch,10,28,2.5702714920043945,0.1875,nan,0.0
+batch,10,29,2.231846332550049,0.125,nan,0.0
+batch,10,30,2.040024757385254,0.1875,nan,0.0
+batch,10,31,2.004748821258545,0.1875,nan,0.0
+batch,10,32,1.9607045650482178,0.3125,nan,0.0
+batch,10,33,1.640009880065918,0.5625,nan,0.0
+batch,10,34,2.0228190422058105,0.25,nan,0.0
+batch,10,35,1.927245855331421,0.375,nan,0.0
+batch,10,36,1.513057827949524,0.625,nan,0.0
+batch,10,37,2.173246145248413,0.25,nan,0.0
+batch,10,38,2.065765142440796,0.4375,nan,0.0
+batch,10,39,1.7914785146713257,0.5625,nan,0.0
+batch,10,40,2.275348424911499,0.25,nan,0.0
+batch,10,41,1.954673409461975,0.3125,nan,0.0
+batch,10,42,2.07230806350708,0.1875,nan,0.0
+batch,10,43,2.1826324462890625,0.25,nan,0.0
+batch,10,44,2.0752246379852295,0.25,nan,0.0
+batch,10,45,2.0551939010620117,0.25,nan,0.0
+batch,10,46,2.1725287437438965,0.25,nan,0.0
+batch,10,47,1.884894847869873,0.3125,nan,0.0
+batch,10,48,2.1573314666748047,0.25,nan,0.0
+batch,10,49,2.1486198902130127,0.375,nan,0.0
+batch,10,50,2.044649124145508,0.375,nan,0.0
+batch,10,51,2.1551618576049805,0.3125,nan,0.0
+batch,10,52,1.9913232326507568,0.25,nan,0.0
+batch,10,53,2.286883592605591,0.1875,nan,0.0
+batch,10,54,2.5338387489318848,0.25,nan,0.0
+batch,10,55,2.237335205078125,0.375,nan,0.0
+batch,10,56,2.209209442138672,0.375,nan,0.0
+batch,10,57,2.6361536979675293,0.125,nan,0.0
+batch,10,58,2.068545341491699,0.375,nan,0.0
+batch,10,59,2.1676502227783203,0.1875,nan,0.0
+batch,10,60,2.0916900634765625,0.25,nan,0.0
+batch,10,61,2.0133438110351562,0.5,nan,0.0
+batch,10,62,1.9543304443359375,0.25,nan,0.0
+batch,10,63,2.2218828201293945,0.375,nan,0.0
+batch,10,64,1.875413179397583,0.3125,nan,0.0
+batch,10,65,2.464526891708374,0.1875,nan,0.0
+batch,10,66,2.2615628242492676,0.3125,nan,0.0
+batch,10,67,2.6171369552612305,0.0625,nan,0.0
+batch,10,68,2.174342632293701,0.25,nan,0.0
+batch,10,69,2.2135114669799805,0.25,nan,0.0
+batch,10,70,1.8620439767837524,0.3125,nan,0.0
+batch,10,71,2.5472700595855713,0.125,nan,0.0
+batch,10,72,1.5889383554458618,0.5625,nan,0.0
+batch,10,73,2.1556997299194336,0.25,nan,0.0
+batch,10,74,2.916334629058838,0.25,nan,0.0
+batch,10,75,2.0800790786743164,0.4375,nan,0.0
+batch,10,76,1.8789894580841064,0.5625,nan,0.0
+batch,10,77,2.1749749183654785,0.25,nan,0.0
+batch,10,78,2.250248908996582,0.25,nan,0.0
+batch,10,79,2.3905727863311768,0.25,nan,0.0
+batch,10,80,1.964215636253357,0.3125,nan,0.0
+batch,10,81,2.3023061752319336,0.3125,nan,0.0
+batch,10,82,2.03049373626709,0.3125,nan,0.0
+batch,10,83,1.8527288436889648,0.3125,nan,0.0
+batch,10,84,2.1231961250305176,0.125,nan,0.0
+batch,10,85,1.9266831874847412,0.25,nan,0.0
+batch,10,86,2.1923089027404785,0.125,nan,0.0
+batch,10,87,2.14601469039917,0.25,nan,0.0
+batch,10,88,2.274869441986084,0.3125,nan,0.0
+batch,10,89,2.4778430461883545,0.375,nan,0.0
+batch,10,90,2.4721360206604004,0.1875,nan,0.0
+batch,10,91,2.410801887512207,0.125,nan,0.0
+batch,10,92,2.016580581665039,0.1875,nan,0.0
+batch,10,93,1.8539795875549316,0.375,nan,0.0
+batch,10,94,2.185537099838257,0.4375,nan,0.0
+batch,10,95,2.2710721492767334,0.0625,nan,0.0
+batch,10,96,2.262561559677124,0.125,nan,0.0
+batch,10,97,2.491044759750366,0.125,nan,0.0
+batch,10,98,2.3541038036346436,0.0625,nan,0.0
+batch,10,99,1.6504793167114258,0.4375,nan,0.0
+batch,10,100,2.073456287384033,0.3125,nan,0.0
+batch,10,101,1.8276665210723877,0.3125,nan,0.0
+batch,10,102,1.9528098106384277,0.25,nan,0.0
+batch,10,103,2.3126895427703857,0.1875,nan,0.0
+batch,10,104,1.824752688407898,0.5,nan,0.0
+batch,10,105,2.242043972015381,0.1875,nan,0.0
+batch,10,106,2.58679461479187,0.0,nan,0.0
+batch,10,107,2.1264147758483887,0.25,nan,0.0
+batch,10,108,2.0780277252197266,0.3125,nan,0.0
+batch,10,109,2.105015754699707,0.3125,nan,0.0
+batch,10,110,2.316162586212158,0.1875,nan,0.0
+batch,10,111,2.2913718223571777,0.25,nan,0.0
+batch,10,112,1.9870837926864624,0.25,nan,0.0
+batch,10,113,3.0712575912475586,0.125,nan,0.0
+batch,10,114,2.0340023040771484,0.3125,nan,0.0
+batch,10,115,2.17325496673584,0.25,nan,0.0
+batch,10,116,1.9923712015151978,0.5,nan,0.0
+batch,10,117,1.90432870388031,0.25,nan,0.0
+batch,10,118,2.086422920227051,0.25,nan,0.0
+batch,10,119,2.0878381729125977,0.375,nan,0.0
+batch,10,120,2.0874619483947754,0.1875,nan,0.0
+batch,10,121,1.9209372997283936,0.375,nan,0.0
+batch,10,122,2.1083197593688965,0.25,nan,0.0
+batch,10,123,2.3187761306762695,0.125,nan,0.0
+batch,10,124,2.0692641735076904,0.0625,nan,0.0
+batch,10,125,2.303385019302368,0.125,nan,0.0
+batch,10,126,2.1621484756469727,0.375,nan,0.0
+batch,10,127,2.5626914501190186,0.125,nan,0.0
+batch,10,128,2.1520824432373047,0.375,nan,0.0
+batch,10,129,2.048762321472168,0.1875,nan,0.0
+batch,10,130,2.104595184326172,0.1875,nan,0.0
+batch,10,131,2.1509006023406982,0.3125,nan,0.0
+batch,10,132,1.8385810852050781,0.4375,nan,0.0
+batch,10,133,2.0355889797210693,0.25,nan,0.0
+batch,10,134,1.9072837829589844,0.5,nan,0.0
+batch,10,135,2.1169769763946533,0.3125,nan,0.0
+batch,10,136,1.995806097984314,0.25,nan,0.0
+batch,10,137,2.0728349685668945,0.3125,nan,0.0
+batch,10,138,1.996759295463562,0.5,nan,0.0
+batch,10,139,1.857792615890503,0.375,nan,0.0
+batch,10,140,1.920154094696045,0.5,nan,0.0
+batch,10,141,2.1402640342712402,0.1875,nan,0.0
+batch,10,142,2.2582082748413086,0.1875,nan,0.0
+batch,10,143,2.3430018424987793,0.125,nan,0.0
+batch,10,144,2.394029140472412,0.1875,nan,0.0
+batch,10,145,2.2751097679138184,0.125,nan,0.0
+batch,10,146,1.9758896827697754,0.4375,nan,0.0
+batch,10,147,2.405792713165283,0.0,nan,0.0
+batch,10,148,1.8128042221069336,0.4375,nan,0.0
+batch,10,149,2.027477264404297,0.3125,nan,0.0
+batch,10,150,2.265815019607544,0.1875,nan,0.0
+batch,10,151,2.1079578399658203,0.3125,nan,0.0
+batch,10,152,1.8693395853042603,0.4375,nan,0.0
+batch,10,153,1.6656473875045776,0.3125,nan,0.0
+batch,10,154,1.7466111183166504,0.4375,nan,0.0
+batch,10,155,2.3047890663146973,0.125,nan,0.0
+batch,10,156,1.887427806854248,0.4375,nan,0.0
+batch,10,157,2.4238524436950684,0.25,nan,0.0
+batch,10,158,2.1290950775146484,0.1875,nan,0.0
+batch,10,159,1.9620906114578247,0.4375,nan,0.0
+batch,10,160,2.2983319759368896,0.125,nan,0.0
+batch,10,161,2.2838311195373535,0.125,nan,0.0
+batch,10,162,1.9394023418426514,0.375,nan,0.0
+batch,10,163,2.218945264816284,0.1875,nan,0.0
+batch,10,164,2.3328936100006104,0.1875,nan,0.0
+batch,10,165,2.2173407077789307,0.25,nan,0.0
+batch,10,166,2.290217399597168,0.25,nan,0.0
+batch,10,167,2.317169427871704,0.1875,nan,0.0
+batch,10,168,2.106511116027832,0.25,nan,0.0
+batch,10,169,2.046787738800049,0.4375,nan,0.0
+batch,10,170,2.465965747833252,0.25,nan,0.0
+batch,10,171,2.392411231994629,0.0625,nan,0.0
+batch,10,172,1.612357258796692,0.5,nan,0.0
+batch,10,173,1.9623956680297852,0.25,nan,0.0
+batch,10,174,2.4101219177246094,0.0625,nan,0.0
+batch,10,175,2.144331693649292,0.25,nan,0.0
+batch,10,176,2.185311794281006,0.125,nan,0.0
+batch,10,177,1.7886567115783691,0.4375,nan,0.0
+batch,10,178,2.120821952819824,0.25,nan,0.0
+batch,10,179,2.171254873275757,0.3125,nan,0.0
+batch,10,180,2.2871413230895996,0.25,nan,0.0
+batch,10,181,2.5391602516174316,0.125,nan,0.0
+batch,10,182,2.5469841957092285,0.25,nan,0.0
+batch,10,183,2.3020734786987305,0.1875,nan,0.0
+batch,10,184,2.1466989517211914,0.125,nan,0.0
+batch,10,185,1.9356600046157837,0.4375,nan,0.0
+batch,10,186,2.4555444717407227,0.125,nan,0.0
+batch,10,187,1.8262815475463867,0.4375,nan,0.0
+batch,10,188,2.0676631927490234,0.25,nan,0.0
+batch,10,189,2.311227798461914,0.125,nan,0.0
+batch,10,190,2.144744634628296,0.25,nan,0.0
+batch,10,191,2.3854422569274902,0.125,nan,0.0
+batch,10,192,2.528181552886963,0.0,nan,0.0
+batch,10,193,2.220078229904175,0.25,nan,0.0
+batch,10,194,1.8045705556869507,0.375,nan,0.0
+batch,10,195,2.482638359069824,0.125,nan,0.0
+batch,10,196,2.028834819793701,0.4375,nan,0.0
+batch,10,197,2.1567721366882324,0.25,nan,0.0
+batch,10,198,2.360182285308838,0.125,nan,0.0
+batch,10,199,2.3774900436401367,0.1875,nan,0.0
+batch,10,200,2.2855610847473145,0.1875,nan,0.0
+batch,10,201,1.906301736831665,0.375,nan,0.0
+batch,10,202,1.9939074516296387,0.375,nan,0.0
+batch,10,203,2.1424999237060547,0.25,nan,0.0
+batch,10,204,1.617945909500122,0.5,nan,0.0
+batch,10,205,2.1793203353881836,0.1875,nan,0.0
+batch,10,206,2.4414563179016113,0.0625,nan,0.0
+batch,10,207,1.9796936511993408,0.1875,nan,0.0
+batch,10,208,2.1478326320648193,0.3125,nan,0.0
+batch,10,209,2.243661403656006,0.25,nan,0.0
+batch,10,210,2.1920080184936523,0.25,nan,0.0
+batch,10,211,2.0052762031555176,0.3125,nan,0.0
+batch,10,212,2.232682943344116,0.1875,nan,0.0
+batch,10,213,2.204502820968628,0.3125,nan,0.0
+batch,10,214,1.9671528339385986,0.25,nan,0.0
+batch,10,215,2.1751205921173096,0.0,nan,0.0
+batch,10,216,2.0647101402282715,0.25,nan,0.0
+batch,10,217,2.4200384616851807,0.1875,nan,0.0
+batch,10,218,2.1771669387817383,0.25,nan,0.0
+batch,10,219,2.297717571258545,0.375,nan,0.0
+batch,10,220,1.798696517944336,0.375,nan,0.0
+batch,10,221,2.048861026763916,0.125,nan,0.0
+batch,10,222,2.431453227996826,0.25,nan,0.0
+batch,10,223,2.363574504852295,0.25,nan,0.0
+batch,10,224,2.1464431285858154,0.25,nan,0.0
+batch,10,225,2.2185397148132324,0.1875,nan,0.0
+batch,10,226,2.1950457096099854,0.125,nan,0.0
+batch,10,227,1.9146648645401,0.375,nan,0.0
+batch,10,228,1.9617291688919067,0.25,nan,0.0
+batch,10,229,2.069277286529541,0.375,nan,0.0
+batch,10,230,1.6492780447006226,0.375,nan,0.0
+batch,10,231,2.669565200805664,0.125,nan,0.0
+batch,10,232,2.278595447540283,0.1875,nan,0.0
+batch,10,233,2.5245108604431152,0.125,nan,0.0
+batch,10,234,2.1401419639587402,0.25,nan,0.0
+batch,10,235,2.1380631923675537,0.25,nan,0.0
+batch,10,236,2.1198229789733887,0.1875,nan,0.0
+batch,10,237,1.8464534282684326,0.4375,nan,0.0
+batch,10,238,1.977112054824829,0.25,nan,0.0
+batch,10,239,2.507845401763916,0.0625,nan,0.0
+batch,10,240,1.965130090713501,0.4375,nan,0.0
+batch,10,241,2.234966278076172,0.1875,nan,0.0
+batch,10,242,1.8635210990905762,0.3125,nan,0.0
+batch,10,243,2.9562830924987793,0.125,nan,0.0
+batch,10,244,2.4086263179779053,0.125,nan,0.0
+batch,10,245,2.0152206420898438,0.375,nan,0.0
+batch,10,246,1.9725760221481323,0.25,nan,0.0
+batch,10,247,2.0803771018981934,0.375,nan,0.0
+batch,10,248,2.0601351261138916,0.3125,nan,0.0
+batch,10,249,2.2810847759246826,0.3125,nan,0.0
+batch,10,250,2.2157979011535645,0.1875,nan,0.0
+batch,10,251,2.167694091796875,0.3125,nan,0.0
+batch,10,252,1.830549716949463,0.4375,nan,0.0
+batch,10,253,2.305612564086914,0.125,nan,0.0
+batch,10,254,2.145493984222412,0.1875,nan,0.0
+batch,10,255,1.9190776348114014,0.3125,nan,0.0
+batch,10,256,2.3062849044799805,0.1875,nan,0.0
+batch,10,257,2.4650309085845947,0.1875,nan,0.0
+batch,10,258,2.577080249786377,0.125,nan,0.0
+batch,10,259,1.9897258281707764,0.3125,nan,0.0
+batch,10,260,1.8811298608779907,0.3125,nan,0.0
+batch,10,261,2.282350540161133,0.3125,nan,0.0
+batch,10,262,2.0318989753723145,0.375,nan,0.0
+batch,10,263,2.484043836593628,0.25,nan,0.0
+batch,10,264,2.706073045730591,0.0625,nan,0.0
+batch,10,265,1.9907318353652954,0.25,nan,0.0
+batch,10,266,2.4309282302856445,0.125,nan,0.0
+batch,10,267,1.9028769731521606,0.5625,nan,0.0
+batch,10,268,2.2225093841552734,0.3125,nan,0.0
+batch,10,269,2.4029910564422607,0.0625,nan,0.0
+batch,10,270,2.0577096939086914,0.5,nan,0.0
+batch,10,271,2.2753665447235107,0.25,nan,0.0
+batch,10,272,2.0257585048675537,0.3125,nan,0.0
+batch,10,273,1.91155207157135,0.3125,nan,0.0
+batch,10,274,2.30759859085083,0.25,nan,0.0
+batch,10,275,2.010422468185425,0.25,nan,0.0
+batch,10,276,2.2363522052764893,0.125,nan,0.0
+batch,10,277,2.367095947265625,0.0625,nan,0.0
+batch,10,278,2.1880297660827637,0.25,nan,0.0
+batch,10,279,2.1426563262939453,0.25,nan,0.0
+batch,10,280,1.862745761871338,0.375,nan,0.0
+batch,10,281,1.682106375694275,0.625,nan,0.0
+batch,10,282,1.718576192855835,0.5,nan,0.0
+batch,10,283,2.471543073654175,0.1875,nan,0.0
+batch,10,284,2.3239245414733887,0.125,nan,0.0
+batch,10,285,2.0460407733917236,0.375,nan,0.0
+batch,10,286,1.921370029449463,0.375,nan,0.0
+batch,10,287,2.410576343536377,0.1875,nan,0.0
+batch,10,288,2.08569073677063,0.25,nan,0.0
+batch,10,289,2.216999053955078,0.125,nan,0.0
+batch,10,290,2.1331286430358887,0.0625,nan,0.0
+batch,10,291,2.0477325916290283,0.1875,nan,0.0
+batch,10,292,2.1762335300445557,0.375,nan,0.0
+batch,10,293,2.15832257270813,0.1875,nan,0.0
+batch,10,294,2.286470413208008,0.1875,nan,0.0
+batch,10,295,2.185835838317871,0.25,nan,0.0
+batch,10,296,2.3754994869232178,0.3125,nan,0.0
+batch,10,297,1.973388671875,0.25,nan,0.0
+batch,10,298,2.127854824066162,0.25,nan,0.0
+batch,10,299,2.1112914085388184,0.375,nan,0.0
+batch,10,300,2.240795135498047,0.375,nan,0.0
+batch,10,301,2.1801600456237793,0.3125,nan,0.0
+batch,10,302,2.1992251873016357,0.0625,nan,0.0
+batch,10,303,2.124812364578247,0.25,nan,0.0
+batch,10,304,2.2297120094299316,0.25,nan,0.0
+batch,10,305,2.1831321716308594,0.1875,nan,0.0
+batch,10,306,2.227647304534912,0.1875,nan,0.0
+batch,10,307,2.072524070739746,0.3125,nan,0.0
+batch,10,308,2.0996909141540527,0.25,nan,0.0
+batch,10,309,1.8270246982574463,0.375,nan,0.0
+batch,10,310,2.2803921699523926,0.1875,nan,0.0
+batch,10,311,2.644496440887451,0.0625,nan,0.0
+batch,10,312,2.215566396713257,0.3125,nan,0.0
+batch,10,313,2.0923349857330322,0.375,nan,0.0
+batch,10,314,1.8092844486236572,0.4375,nan,0.0
+batch,10,315,2.05910062789917,0.375,nan,0.0
+batch,10,316,2.463622570037842,0.25,nan,0.0
+batch,10,317,1.9439506530761719,0.1875,nan,0.0
+batch,10,318,2.2928199768066406,0.0625,nan,0.0
+batch,10,319,2.155069351196289,0.3125,nan,0.0
+batch,10,320,2.3736205101013184,0.3125,nan,0.0
+batch,10,321,2.0949926376342773,0.3125,nan,0.0
+batch,10,322,1.938111424446106,0.375,nan,0.0
+batch,10,323,2.146876811981201,0.25,nan,0.0
+batch,10,324,2.366285800933838,0.0625,nan,0.0
+batch,10,325,2.2455148696899414,0.25,nan,0.0
+batch,10,326,2.2033891677856445,0.3125,nan,0.0
+batch,10,327,2.2466821670532227,0.25,nan,0.0
+batch,10,328,2.2147507667541504,0.1875,nan,0.0
+batch,10,329,2.0997488498687744,0.375,nan,0.0
+batch,10,330,2.051992416381836,0.3125,nan,0.0
+batch,10,331,2.2052993774414062,0.25,nan,0.0
+batch,10,332,2.0038390159606934,0.5,nan,0.0
+batch,10,333,1.5981132984161377,0.5625,nan,0.0
+batch,10,334,2.2411160469055176,0.25,nan,0.0
+batch,10,335,2.0912156105041504,0.25,nan,0.0
+batch,10,336,2.45941162109375,0.0625,nan,0.0
+batch,10,337,2.701028823852539,0.0,nan,0.0
+batch,10,338,2.3185629844665527,0.25,nan,0.0
+batch,10,339,2.5135233402252197,0.1875,nan,0.0
+batch,10,340,2.1681017875671387,0.25,nan,0.0
+batch,10,341,2.1895594596862793,0.1875,nan,0.0
+batch,10,342,2.225677490234375,0.4375,nan,0.0
+batch,10,343,1.9997286796569824,0.3125,nan,0.0
+batch,10,344,1.793368935585022,0.25,nan,0.0
+batch,10,345,2.331146478652954,0.125,nan,0.0
+batch,10,346,2.329402446746826,0.1875,nan,0.0
+batch,10,347,2.0303215980529785,0.25,nan,0.0
+batch,10,348,1.9291377067565918,0.25,nan,0.0
+batch,10,349,2.2016677856445312,0.3125,nan,0.0
+batch,10,350,1.4928267002105713,0.5625,nan,0.0
+batch,10,351,1.9827052354812622,0.25,nan,0.0
+batch,10,352,1.6543127298355103,0.5625,nan,0.0
+batch,10,353,1.901298999786377,0.4375,nan,0.0
+batch,10,354,2.305271863937378,0.3125,nan,0.0
+batch,10,355,2.044490098953247,0.25,nan,0.0
+batch,10,356,1.8703994750976562,0.375,nan,0.0
+batch,10,357,2.202702045440674,0.25,nan,0.0
+batch,10,358,1.855704426765442,0.5625,nan,0.0
+batch,10,359,1.8934532403945923,0.4375,nan,0.0
+batch,10,360,2.133028030395508,0.3125,nan,0.0
+batch,10,361,1.6617268323898315,0.4375,nan,0.0
+batch,10,362,2.2156472206115723,0.1875,nan,0.0
+batch,10,363,2.1449155807495117,0.25,nan,0.0
+batch,10,364,2.08111834526062,0.3125,nan,0.0
+batch,10,365,1.730363368988037,0.5,nan,0.0
+batch,10,366,2.252436399459839,0.0625,nan,0.0
+batch,10,367,2.0396766662597656,0.1875,nan,0.0
+batch,10,368,2.4670186042785645,0.125,nan,0.0
+batch,10,369,2.5209240913391113,0.125,nan,0.0
+batch,10,370,2.0167272090911865,0.25,nan,0.0
+batch,10,371,2.2102417945861816,0.3125,nan,0.0
+batch,10,372,2.2292492389678955,0.4375,nan,0.0
+batch,10,373,2.2494492530822754,0.0625,nan,0.0
+batch,10,374,2.1963648796081543,0.25,nan,0.0
+batch,10,375,2.015007972717285,0.375,nan,0.0
+batch,10,376,2.456943988800049,0.1875,nan,0.0
+batch,10,377,2.118098735809326,0.1875,nan,0.0
+batch,10,378,2.2979259490966797,0.25,nan,0.0
+batch,10,379,2.3561511039733887,0.0625,nan,0.0
+batch,10,380,2.2641122341156006,0.1875,nan,0.0
+batch,10,381,1.7725170850753784,0.4375,nan,0.0
+batch,10,382,2.03096342086792,0.3125,nan,0.0
+batch,10,383,2.1455461978912354,0.0625,nan,0.0
+batch,10,384,2.313646078109741,0.0625,nan,0.0
+batch,10,385,2.222330093383789,0.1875,nan,0.0
+batch,10,386,2.152857542037964,0.25,nan,0.0
+batch,10,387,2.088881731033325,0.25,nan,0.0
+batch,10,388,2.2423057556152344,0.3125,nan,0.0
+batch,10,389,2.4048447608947754,0.25,nan,0.0
+batch,10,390,2.5493879318237305,0.125,nan,0.0
+batch,10,391,1.8925756216049194,0.375,nan,0.0
+batch,10,392,1.9997612237930298,0.3125,nan,0.0
+batch,10,393,2.325685739517212,0.125,nan,0.0
+batch,10,394,2.411797046661377,0.0625,nan,0.0
+batch,10,395,2.441455841064453,0.125,nan,0.0
+batch,10,396,2.2182655334472656,0.1875,nan,0.0
+batch,10,397,2.3998584747314453,0.25,nan,0.0
+batch,10,398,2.099682331085205,0.1875,nan,0.0
+batch,10,399,1.9955097436904907,0.125,nan,0.0
+batch,10,400,1.8502418994903564,0.3125,nan,0.0
+batch,10,401,2.360103130340576,0.25,nan,0.0
+batch,10,402,1.9901244640350342,0.375,nan,0.0
+batch,10,403,2.082746982574463,0.3125,nan,0.0
+batch,10,404,2.004307746887207,0.3125,nan,0.0
+batch,10,405,2.2386817932128906,0.125,nan,0.0
+batch,10,406,2.445919990539551,0.125,nan,0.0
+batch,10,407,2.0750508308410645,0.1875,nan,0.0
+batch,10,408,2.0030770301818848,0.25,nan,0.0
+batch,10,409,2.1262705326080322,0.125,nan,0.0
+batch,10,410,2.4624669551849365,0.0625,nan,0.0
+batch,10,411,2.3480074405670166,0.1875,nan,0.0
+batch,10,412,2.112797737121582,0.375,nan,0.0
+batch,10,413,2.2695958614349365,0.25,nan,0.0
+batch,10,414,2.056736469268799,0.25,nan,0.0
+batch,10,415,2.253915309906006,0.1875,nan,0.0
+batch,10,416,2.0801050662994385,0.25,nan,0.0
+batch,10,417,2.2458817958831787,0.25,nan,0.0
+batch,10,418,2.2417819499969482,0.125,nan,0.0
+batch,10,419,1.8754557371139526,0.375,nan,0.0
+batch,10,420,2.0505080223083496,0.25,nan,0.0
+batch,10,421,2.135861873626709,0.25,nan,0.0
+batch,10,422,2.0389010906219482,0.4375,nan,0.0
+batch,10,423,2.070496082305908,0.375,nan,0.0
+batch,10,424,1.9551688432693481,0.4375,nan,0.0
+batch,10,425,2.536986827850342,0.125,nan,0.0
+batch,10,426,2.0881094932556152,0.1875,nan,0.0
+batch,10,427,1.9570428133010864,0.3125,nan,0.0
+batch,10,428,1.884228229522705,0.375,nan,0.0
+batch,10,429,2.0835626125335693,0.375,nan,0.0
+batch,10,430,2.281482458114624,0.125,nan,0.0
+batch,10,431,2.8774096965789795,0.3125,nan,0.0
+batch,10,432,2.049053192138672,0.25,nan,0.0
+batch,10,433,2.260537624359131,0.0625,nan,0.0
+batch,10,434,2.068890333175659,0.25,nan,0.0
+batch,10,435,2.097505807876587,0.4375,nan,0.0
+batch,10,436,2.279024124145508,0.3125,nan,0.0
+batch,10,437,1.8823386430740356,0.375,nan,0.0
+batch,10,438,2.115391254425049,0.1875,nan,0.0
+batch,10,439,2.019761323928833,0.375,nan,0.0
+batch,10,440,2.606013774871826,0.3125,nan,0.0
+batch,10,441,1.9469377994537354,0.3125,nan,0.0
+batch,10,442,1.8637869358062744,0.3125,nan,0.0
+batch,10,443,2.2384445667266846,0.25,nan,0.0
+batch,10,444,1.9487656354904175,0.1875,nan,0.0
+batch,10,445,2.000880002975464,0.375,nan,0.0
+batch,10,446,2.2955918312072754,0.125,nan,0.0
+batch,10,447,2.2100601196289062,0.1875,nan,0.0
+batch,10,448,2.1452629566192627,0.25,nan,0.0
+batch,10,449,2.214989185333252,0.125,nan,0.0
+batch,10,450,2.1754629611968994,0.0625,nan,0.0
+batch,10,451,2.1140222549438477,0.375,nan,0.0
+batch,10,452,1.9898569583892822,0.3125,nan,0.0
+batch,10,453,1.967265248298645,0.3125,nan,0.0
+batch,10,454,2.2768194675445557,0.25,nan,0.0
+batch,10,455,2.0012683868408203,0.1875,nan,0.0
+batch,10,456,2.489151954650879,0.375,nan,0.0
+batch,10,457,2.013817310333252,0.125,nan,0.0
+batch,10,458,2.1961841583251953,0.3125,nan,0.0
+batch,10,459,2.547606945037842,0.0625,nan,0.0
+batch,10,460,2.5397422313690186,0.3125,nan,0.0
+batch,10,461,2.2252793312072754,0.3125,nan,0.0
+batch,10,462,2.4234824180603027,0.1875,nan,0.0
+batch,10,463,2.2765111923217773,0.375,nan,0.0
+batch,10,464,2.0041558742523193,0.3125,nan,0.0
+batch,10,465,2.1503448486328125,0.1875,nan,0.0
+batch,10,466,2.1273651123046875,0.3125,nan,0.0
+batch,10,467,2.1680185794830322,0.25,nan,0.0
+batch,10,468,2.2430081367492676,0.25,nan,0.0
+batch,10,469,1.9223840236663818,0.25,nan,0.0
+batch,10,470,2.049556255340576,0.1875,nan,0.0
+batch,10,471,2.216022491455078,0.1875,nan,0.0
+batch,10,472,2.028052568435669,0.3125,nan,0.0
+batch,10,473,1.9889144897460938,0.25,nan,0.0
+batch,10,474,2.341233968734741,0.1875,nan,0.0
+batch,10,475,2.3490991592407227,0.125,nan,0.0
+batch,10,476,2.168928623199463,0.25,nan,0.0
+batch,10,477,2.1409504413604736,0.375,nan,0.0
+batch,10,478,2.211923360824585,0.0625,nan,0.0
+batch,10,479,2.057095527648926,0.1875,nan,0.0
+batch,10,480,2.1855130195617676,0.3125,nan,0.0
+batch,10,481,2.2064461708068848,0.1875,nan,0.0
+batch,10,482,1.8707101345062256,0.375,nan,0.0
+batch,10,483,1.998569130897522,0.25,nan,0.0
+batch,10,484,1.9798108339309692,0.25,nan,0.0
+batch,10,485,2.1471762657165527,0.125,nan,0.0
+batch,10,486,1.9966356754302979,0.25,nan,0.0
+batch,10,487,2.2252163887023926,0.25,nan,0.0
+batch,10,488,2.1737284660339355,0.3125,nan,0.0
+batch,10,489,2.358718156814575,0.0625,nan,0.0
+batch,10,490,1.914486050605774,0.3125,nan,0.0
+batch,10,491,1.9942907094955444,0.25,nan,0.0
+batch,10,492,1.9812628030776978,0.3125,nan,0.0
+batch,10,493,2.191787004470825,0.3125,nan,0.0
+batch,10,494,1.936828374862671,0.375,nan,0.0
+batch,10,495,2.0957679748535156,0.375,nan,0.0
+batch,10,496,1.8560028076171875,0.3125,nan,0.0
+batch,10,497,1.962576985359192,0.1875,nan,0.0
+batch,10,498,2.1236047744750977,0.1875,nan,0.0
+batch,10,499,2.518338680267334,0.1875,nan,0.0
+batch,10,500,2.006985902786255,0.25,nan,0.0
+batch,10,501,2.258411407470703,0.125,nan,0.0
+batch,10,502,2.205359935760498,0.3125,nan,0.0
+batch,10,503,2.0472748279571533,0.3125,nan,0.0
+batch,10,504,1.9557973146438599,0.3125,nan,0.0
+batch,10,505,2.2018535137176514,0.1875,nan,0.0
+batch,10,506,1.9185007810592651,0.4375,nan,0.0
+batch,10,507,2.211859703063965,0.25,nan,0.0
+batch,10,508,2.4389309883117676,0.25,nan,0.0
+batch,10,509,2.30552077293396,0.25,nan,0.0
+epoch,10,-1,2.1457159105266292,0.26385483079941147,nan,57.38292980194092
+batch,11,0,1.572695255279541,0.25,nan,0.0
+batch,11,1,2.2201833724975586,0.125,nan,0.0
+batch,11,2,1.941233515739441,0.25,nan,0.0
+batch,11,3,1.6485847234725952,0.5,nan,0.0
+batch,11,4,1.8531855344772339,0.5,nan,0.0
+batch,11,5,2.042889356613159,0.25,nan,0.0
+batch,11,6,2.1023061275482178,0.25,nan,0.0
+batch,11,7,2.228193521499634,0.1875,nan,0.0
+batch,11,8,2.490251064300537,0.25,nan,0.0
+batch,11,9,2.5231151580810547,0.125,nan,0.0
+batch,11,10,2.2796645164489746,0.25,nan,0.0
+batch,11,11,1.8274407386779785,0.25,nan,0.0
+batch,11,12,2.2065792083740234,0.125,nan,0.0
+batch,11,13,2.0367064476013184,0.25,nan,0.0
+batch,11,14,2.415358304977417,0.3125,nan,0.0
+batch,11,15,2.281700849533081,0.1875,nan,0.0
+batch,11,16,1.8647387027740479,0.4375,nan,0.0
+batch,11,17,1.9997416734695435,0.25,nan,0.0
+batch,11,18,2.1937174797058105,0.3125,nan,0.0
+batch,11,19,2.128704071044922,0.3125,nan,0.0
+batch,11,20,2.3969383239746094,0.1875,nan,0.0
+batch,11,21,2.0095341205596924,0.25,nan,0.0
+batch,11,22,2.0905215740203857,0.3125,nan,0.0
+batch,11,23,1.5786540508270264,0.4375,nan,0.0
+batch,11,24,2.139098644256592,0.25,nan,0.0
+batch,11,25,2.048684597015381,0.25,nan,0.0
+batch,11,26,2.0401723384857178,0.25,nan,0.0
+batch,11,27,2.0553455352783203,0.25,nan,0.0
+batch,11,28,2.2745580673217773,0.25,nan,0.0
+batch,11,29,2.471527099609375,0.125,nan,0.0
+batch,11,30,1.9283360242843628,0.375,nan,0.0
+batch,11,31,2.018115520477295,0.3125,nan,0.0
+batch,11,32,2.2416903972625732,0.125,nan,0.0
+batch,11,33,2.2469377517700195,0.125,nan,0.0
+batch,11,34,2.282027244567871,0.1875,nan,0.0
+batch,11,35,2.182898998260498,0.25,nan,0.0
+batch,11,36,2.0422024726867676,0.25,nan,0.0
+batch,11,37,2.0936155319213867,0.375,nan,0.0
+batch,11,38,2.24611234664917,0.25,nan,0.0
+batch,11,39,2.2639501094818115,0.1875,nan,0.0
+batch,11,40,1.7805447578430176,0.375,nan,0.0
+batch,11,41,2.406136989593506,0.125,nan,0.0
+batch,11,42,2.104686975479126,0.25,nan,0.0
+batch,11,43,2.1491260528564453,0.25,nan,0.0
+batch,11,44,2.161128520965576,0.1875,nan,0.0
+batch,11,45,2.2608089447021484,0.3125,nan,0.0
+batch,11,46,1.7437368631362915,0.3125,nan,0.0
+batch,11,47,2.261545181274414,0.3125,nan,0.0
+batch,11,48,2.144298553466797,0.125,nan,0.0
+batch,11,49,1.9796757698059082,0.375,nan,0.0
+batch,11,50,2.148432731628418,0.25,nan,0.0
+batch,11,51,2.1518447399139404,0.1875,nan,0.0
+batch,11,52,2.1768698692321777,0.25,nan,0.0
+batch,11,53,1.9934070110321045,0.375,nan,0.0
+batch,11,54,1.8094558715820312,0.375,nan,0.0
+batch,11,55,2.054586172103882,0.375,nan,0.0
+batch,11,56,2.041388511657715,0.3125,nan,0.0
+batch,11,57,2.0701897144317627,0.1875,nan,0.0
+batch,11,58,2.1860134601593018,0.25,nan,0.0
+batch,11,59,1.9298359155654907,0.25,nan,0.0
+batch,11,60,1.8814022541046143,0.375,nan,0.0
+batch,11,61,1.9556105136871338,0.5,nan,0.0
+batch,11,62,1.9035598039627075,0.25,nan,0.0
+batch,11,63,1.9003307819366455,0.3125,nan,0.0
+batch,11,64,2.1815996170043945,0.0,nan,0.0
+batch,11,65,2.0058846473693848,0.3125,nan,0.0
+batch,11,66,2.0175023078918457,0.375,nan,0.0
+batch,11,67,1.823805570602417,0.6875,nan,0.0
+batch,11,68,2.1781516075134277,0.1875,nan,0.0
+batch,11,69,2.119441509246826,0.1875,nan,0.0
+batch,11,70,1.9819767475128174,0.3125,nan,0.0
+batch,11,71,2.461984634399414,0.1875,nan,0.0
+batch,11,72,2.304086446762085,0.125,nan,0.0
+batch,11,73,1.979359745979309,0.25,nan,0.0
+batch,11,74,2.2371203899383545,0.1875,nan,0.0
+batch,11,75,2.078312397003174,0.25,nan,0.0
+batch,11,76,2.1616268157958984,0.1875,nan,0.0
+batch,11,77,2.3590879440307617,0.3125,nan,0.0
+batch,11,78,1.9416478872299194,0.25,nan,0.0
+batch,11,79,1.8319425582885742,0.25,nan,0.0
+batch,11,80,2.130742311477661,0.25,nan,0.0
+batch,11,81,2.1732940673828125,0.125,nan,0.0
+batch,11,82,2.0024001598358154,0.375,nan,0.0
+batch,11,83,2.08309268951416,0.3125,nan,0.0
+batch,11,84,1.9754072427749634,0.3125,nan,0.0
+batch,11,85,1.7582975625991821,0.375,nan,0.0
+batch,11,86,2.373136520385742,0.125,nan,0.0
+batch,11,87,2.2803292274475098,0.125,nan,0.0
+batch,11,88,2.072854995727539,0.3125,nan,0.0
+batch,11,89,2.0228519439697266,0.125,nan,0.0
+batch,11,90,1.949455738067627,0.3125,nan,0.0
+batch,11,91,2.0575413703918457,0.3125,nan,0.0
+batch,11,92,2.195430278778076,0.3125,nan,0.0
+batch,11,93,2.1139307022094727,0.1875,nan,0.0
+batch,11,94,2.2514562606811523,0.125,nan,0.0
+batch,11,95,2.40474534034729,0.1875,nan,0.0
+batch,11,96,1.9375227689743042,0.5,nan,0.0
+batch,11,97,2.440142869949341,0.125,nan,0.0
+batch,11,98,1.779150366783142,0.3125,nan,0.0
+batch,11,99,2.1403064727783203,0.375,nan,0.0
+batch,11,100,2.0445849895477295,0.1875,nan,0.0
+batch,11,101,2.222280979156494,0.125,nan,0.0
+batch,11,102,2.032642364501953,0.375,nan,0.0
+batch,11,103,2.175149917602539,0.25,nan,0.0
+batch,11,104,2.5645599365234375,0.125,nan,0.0
+batch,11,105,2.240565299987793,0.1875,nan,0.0
+batch,11,106,2.1833324432373047,0.1875,nan,0.0
+batch,11,107,2.0578341484069824,0.3125,nan,0.0
+batch,11,108,2.414055824279785,0.1875,nan,0.0
+batch,11,109,1.9315155744552612,0.3125,nan,0.0
+batch,11,110,1.8643314838409424,0.375,nan,0.0
+batch,11,111,2.3281121253967285,0.25,nan,0.0
+batch,11,112,2.2507050037384033,0.25,nan,0.0
+batch,11,113,2.18815279006958,0.375,nan,0.0
+batch,11,114,1.9895434379577637,0.25,nan,0.0
+batch,11,115,2.2304201126098633,0.25,nan,0.0
+batch,11,116,2.1355648040771484,0.4375,nan,0.0
+batch,11,117,2.150453805923462,0.125,nan,0.0
+batch,11,118,1.9231560230255127,0.3125,nan,0.0
+batch,11,119,2.3571295738220215,0.25,nan,0.0
+batch,11,120,1.9848231077194214,0.3125,nan,0.0
+batch,11,121,2.051152229309082,0.3125,nan,0.0
+batch,11,122,2.2039778232574463,0.1875,nan,0.0
+batch,11,123,2.18373703956604,0.3125,nan,0.0
+batch,11,124,2.2777295112609863,0.1875,nan,0.0
+batch,11,125,2.3723583221435547,0.25,nan,0.0
+batch,11,126,2.354353427886963,0.0625,nan,0.0
+batch,11,127,2.0072989463806152,0.3125,nan,0.0
+batch,11,128,2.139667510986328,0.1875,nan,0.0
+batch,11,129,2.210603952407837,0.3125,nan,0.0
+batch,11,130,2.6822333335876465,0.1875,nan,0.0
+batch,11,131,2.2596750259399414,0.125,nan,0.0
+batch,11,132,1.912635087966919,0.1875,nan,0.0
+batch,11,133,2.4955596923828125,0.25,nan,0.0
+batch,11,134,2.2449193000793457,0.25,nan,0.0
+batch,11,135,2.0896337032318115,0.25,nan,0.0
+batch,11,136,1.9682639837265015,0.3125,nan,0.0
+batch,11,137,2.2546448707580566,0.1875,nan,0.0
+batch,11,138,2.5512497425079346,0.0625,nan,0.0
+batch,11,139,2.2198801040649414,0.3125,nan,0.0
+batch,11,140,2.3246712684631348,0.1875,nan,0.0
+batch,11,141,2.0971193313598633,0.375,nan,0.0
+batch,11,142,2.1722970008850098,0.3125,nan,0.0
+batch,11,143,2.0171241760253906,0.25,nan,0.0
+batch,11,144,2.1050806045532227,0.3125,nan,0.0
+batch,11,145,2.4483489990234375,0.1875,nan,0.0
+batch,11,146,2.4222054481506348,0.125,nan,0.0
+batch,11,147,2.0736467838287354,0.1875,nan,0.0
+batch,11,148,2.22186541557312,0.125,nan,0.0
+batch,11,149,2.380810260772705,0.1875,nan,0.0
+batch,11,150,2.3776776790618896,0.1875,nan,0.0
+batch,11,151,2.426483631134033,0.1875,nan,0.0
+batch,11,152,2.198185443878174,0.3125,nan,0.0
+batch,11,153,1.9569106101989746,0.375,nan,0.0
+batch,11,154,1.9445526599884033,0.25,nan,0.0
+batch,11,155,1.8912994861602783,0.5,nan,0.0
+batch,11,156,2.2045209407806396,0.25,nan,0.0
+batch,11,157,2.2604503631591797,0.125,nan,0.0
+batch,11,158,2.256941556930542,0.1875,nan,0.0
+batch,11,159,2.2692854404449463,0.1875,nan,0.0
+batch,11,160,2.0613327026367188,0.375,nan,0.0
+batch,11,161,1.965965747833252,0.375,nan,0.0
+batch,11,162,2.2427761554718018,0.375,nan,0.0
+batch,11,163,2.0525381565093994,0.5625,nan,0.0
+batch,11,164,2.0820467472076416,0.25,nan,0.0
+batch,11,165,1.8040838241577148,0.4375,nan,0.0
+batch,11,166,1.8780101537704468,0.375,nan,0.0
+batch,11,167,2.265566349029541,0.25,nan,0.0
+batch,11,168,2.275787115097046,0.3125,nan,0.0
+batch,11,169,2.4519450664520264,0.3125,nan,0.0
+batch,11,170,1.8456839323043823,0.375,nan,0.0
+batch,11,171,2.072514057159424,0.375,nan,0.0
+batch,11,172,2.48471736907959,0.0625,nan,0.0
+batch,11,173,1.9654451608657837,0.25,nan,0.0
+batch,11,174,2.1731162071228027,0.375,nan,0.0
+batch,11,175,2.049926280975342,0.125,nan,0.0
+batch,11,176,1.8415167331695557,0.375,nan,0.0
+batch,11,177,2.4062578678131104,0.25,nan,0.0
+batch,11,178,2.333394765853882,0.25,nan,0.0
+batch,11,179,2.310645580291748,0.25,nan,0.0
+batch,11,180,2.2215888500213623,0.25,nan,0.0
+batch,11,181,2.083526372909546,0.3125,nan,0.0
+batch,11,182,2.374805450439453,0.3125,nan,0.0
+batch,11,183,1.9156110286712646,0.3125,nan,0.0
+batch,11,184,1.75125253200531,0.3125,nan,0.0
+batch,11,185,1.8451998233795166,0.25,nan,0.0
+batch,11,186,2.007556438446045,0.3125,nan,0.0
+batch,11,187,2.2861437797546387,0.25,nan,0.0
+batch,11,188,2.0654470920562744,0.25,nan,0.0
+batch,11,189,2.0934228897094727,0.1875,nan,0.0
+batch,11,190,2.228241443634033,0.25,nan,0.0
+batch,11,191,1.8192675113677979,0.4375,nan,0.0
+batch,11,192,2.1454310417175293,0.125,nan,0.0
+batch,11,193,2.004246234893799,0.1875,nan,0.0
+batch,11,194,2.0421996116638184,0.25,nan,0.0
+batch,11,195,2.1843760013580322,0.25,nan,0.0
+batch,11,196,1.7531126737594604,0.5,nan,0.0
+batch,11,197,2.3265633583068848,0.1875,nan,0.0
+batch,11,198,2.097412109375,0.1875,nan,0.0
+batch,11,199,1.9262847900390625,0.375,nan,0.0
+batch,11,200,2.2632646560668945,0.25,nan,0.0
+batch,11,201,2.3654210567474365,0.1875,nan,0.0
+batch,11,202,2.493051767349243,0.125,nan,0.0
+batch,11,203,2.4514198303222656,0.125,nan,0.0
+batch,11,204,2.1280691623687744,0.3125,nan,0.0
+batch,11,205,2.053407907485962,0.3125,nan,0.0
+batch,11,206,1.974302053451538,0.25,nan,0.0
+batch,11,207,1.9041723012924194,0.375,nan,0.0
+batch,11,208,2.0917835235595703,0.4375,nan,0.0
+batch,11,209,1.982787847518921,0.375,nan,0.0
+batch,11,210,2.284902811050415,0.3125,nan,0.0
+batch,11,211,1.811343789100647,0.4375,nan,0.0
+batch,11,212,1.9552195072174072,0.25,nan,0.0
+batch,11,213,2.0682003498077393,0.3125,nan,0.0
+batch,11,214,2.199192523956299,0.0625,nan,0.0
+batch,11,215,2.3158535957336426,0.1875,nan,0.0
+batch,11,216,1.8875572681427002,0.375,nan,0.0
+batch,11,217,1.8504979610443115,0.25,nan,0.0
+batch,11,218,2.1403913497924805,0.3125,nan,0.0
+batch,11,219,2.360369920730591,0.25,nan,0.0
+batch,11,220,2.117957830429077,0.3125,nan,0.0
+batch,11,221,1.9815326929092407,0.125,nan,0.0
+batch,11,222,2.0230932235717773,0.3125,nan,0.0
+batch,11,223,2.2127788066864014,0.125,nan,0.0
+batch,11,224,2.1224591732025146,0.1875,nan,0.0
+batch,11,225,2.3642144203186035,0.1875,nan,0.0
+batch,11,226,1.9123886823654175,0.4375,nan,0.0
+batch,11,227,1.8911077976226807,0.375,nan,0.0
+batch,11,228,2.402632713317871,0.0625,nan,0.0
+batch,11,229,1.8730747699737549,0.25,nan,0.0
+batch,11,230,2.3382508754730225,0.375,nan,0.0
+batch,11,231,2.0442028045654297,0.3125,nan,0.0
+batch,11,232,1.686974287033081,0.5625,nan,0.0
+batch,11,233,2.001075267791748,0.25,nan,0.0
+batch,11,234,1.6571290493011475,0.4375,nan,0.0
+batch,11,235,2.211338520050049,0.125,nan,0.0
+batch,11,236,2.224867820739746,0.1875,nan,0.0
+batch,11,237,1.9474735260009766,0.375,nan,0.0
+batch,11,238,1.8803571462631226,0.375,nan,0.0
+batch,11,239,2.1718263626098633,0.25,nan,0.0
+batch,11,240,2.254884958267212,0.375,nan,0.0
+batch,11,241,1.9499402046203613,0.3125,nan,0.0
+batch,11,242,1.9391779899597168,0.3125,nan,0.0
+batch,11,243,2.0952229499816895,0.4375,nan,0.0
+batch,11,244,2.1934866905212402,0.25,nan,0.0
+batch,11,245,2.210184097290039,0.25,nan,0.0
+batch,11,246,2.3315024375915527,0.1875,nan,0.0
+batch,11,247,1.9034311771392822,0.25,nan,0.0
+batch,11,248,2.171065330505371,0.1875,nan,0.0
+batch,11,249,2.0682625770568848,0.125,nan,0.0
+batch,11,250,2.032419204711914,0.25,nan,0.0
+batch,11,251,2.1440181732177734,0.125,nan,0.0
+batch,11,252,2.0615394115448,0.3125,nan,0.0
+batch,11,253,2.2456345558166504,0.125,nan,0.0
+batch,11,254,1.9510236978530884,0.1875,nan,0.0
+batch,11,255,1.7967190742492676,0.25,nan,0.0
+batch,11,256,1.7787119150161743,0.4375,nan,0.0
+batch,11,257,2.2748265266418457,0.1875,nan,0.0
+batch,11,258,2.632131576538086,0.1875,nan,0.0
+batch,11,259,1.86698579788208,0.375,nan,0.0
+batch,11,260,2.223383903503418,0.125,nan,0.0
+batch,11,261,1.9464850425720215,0.1875,nan,0.0
+batch,11,262,2.116267204284668,0.3125,nan,0.0
+batch,11,263,2.007511615753174,0.25,nan,0.0
+batch,11,264,2.7001452445983887,0.0625,nan,0.0
+batch,11,265,1.962842583656311,0.375,nan,0.0
+batch,11,266,2.1767578125,0.3125,nan,0.0
+batch,11,267,2.1219682693481445,0.125,nan,0.0
+batch,11,268,2.094776153564453,0.5,nan,0.0
+batch,11,269,2.3368639945983887,0.125,nan,0.0
+batch,11,270,1.7311625480651855,0.25,nan,0.0
+batch,11,271,2.163224220275879,0.4375,nan,0.0
+batch,11,272,2.3852052688598633,0.1875,nan,0.0
+batch,11,273,2.3275625705718994,0.3125,nan,0.0
+batch,11,274,2.105865478515625,0.4375,nan,0.0
+batch,11,275,1.753706693649292,0.4375,nan,0.0
+batch,11,276,2.237950325012207,0.1875,nan,0.0
+batch,11,277,2.311225414276123,0.0625,nan,0.0
+batch,11,278,2.093776226043701,0.375,nan,0.0
+batch,11,279,2.641127109527588,0.125,nan,0.0
+batch,11,280,1.8991107940673828,0.1875,nan,0.0
+batch,11,281,1.999157428741455,0.375,nan,0.0
+batch,11,282,2.1122689247131348,0.25,nan,0.0
+batch,11,283,2.2231059074401855,0.25,nan,0.0
+batch,11,284,2.420285701751709,0.125,nan,0.0
+batch,11,285,2.7967777252197266,0.125,nan,0.0
+batch,11,286,2.382317543029785,0.1875,nan,0.0
+batch,11,287,2.1452817916870117,0.1875,nan,0.0
+batch,11,288,2.0892248153686523,0.375,nan,0.0
+batch,11,289,2.0321803092956543,0.4375,nan,0.0
+batch,11,290,2.331990957260132,0.25,nan,0.0
+batch,11,291,2.471890926361084,0.125,nan,0.0
+batch,11,292,2.1228277683258057,0.25,nan,0.0
+batch,11,293,1.8635320663452148,0.375,nan,0.0
+batch,11,294,1.9358044862747192,0.1875,nan,0.0
+batch,11,295,2.2450246810913086,0.25,nan,0.0
+batch,11,296,2.116692066192627,0.3125,nan,0.0
+batch,11,297,2.1969590187072754,0.3125,nan,0.0
+batch,11,298,1.9854453802108765,0.25,nan,0.0
+batch,11,299,2.2332210540771484,0.3125,nan,0.0
+batch,11,300,2.006880760192871,0.3125,nan,0.0
+batch,11,301,2.4471724033355713,0.1875,nan,0.0
+batch,11,302,2.339200496673584,0.125,nan,0.0
+batch,11,303,2.2732677459716797,0.1875,nan,0.0
+batch,11,304,1.8934032917022705,0.375,nan,0.0
+batch,11,305,2.0917840003967285,0.3125,nan,0.0
+batch,11,306,2.014941930770874,0.1875,nan,0.0
+batch,11,307,2.387833595275879,0.0625,nan,0.0
+batch,11,308,2.3386058807373047,0.125,nan,0.0
+batch,11,309,2.2296810150146484,0.125,nan,0.0
+batch,11,310,2.4927847385406494,0.1875,nan,0.0
+batch,11,311,1.9033498764038086,0.5,nan,0.0
+batch,11,312,1.9768726825714111,0.25,nan,0.0
+batch,11,313,1.9162259101867676,0.3125,nan,0.0
+batch,11,314,1.7901611328125,0.375,nan,0.0
+batch,11,315,2.0416183471679688,0.3125,nan,0.0
+batch,11,316,2.2971041202545166,0.25,nan,0.0
+batch,11,317,2.2309863567352295,0.25,nan,0.0
+batch,11,318,2.0454070568084717,0.25,nan,0.0
+batch,11,319,2.0777294635772705,0.1875,nan,0.0
+batch,11,320,2.0994088649749756,0.125,nan,0.0
+batch,11,321,2.2525691986083984,0.1875,nan,0.0
+batch,11,322,2.099959135055542,0.375,nan,0.0
+batch,11,323,1.8308972120285034,0.4375,nan,0.0
+batch,11,324,2.113278865814209,0.3125,nan,0.0
+batch,11,325,2.471999168395996,0.1875,nan,0.0
+batch,11,326,2.408781051635742,0.0625,nan,0.0
+batch,11,327,2.1118102073669434,0.1875,nan,0.0
+batch,11,328,2.3523144721984863,0.125,nan,0.0
+batch,11,329,2.03973126411438,0.1875,nan,0.0
+batch,11,330,2.246242046356201,0.125,nan,0.0
+batch,11,331,2.2057528495788574,0.25,nan,0.0
+batch,11,332,2.017756223678589,0.3125,nan,0.0
+batch,11,333,2.121072769165039,0.3125,nan,0.0
+batch,11,334,2.0885672569274902,0.25,nan,0.0
+batch,11,335,2.0202012062072754,0.25,nan,0.0
+batch,11,336,2.184633255004883,0.25,nan,0.0
+batch,11,337,2.3300223350524902,0.125,nan,0.0
+batch,11,338,1.7805399894714355,0.4375,nan,0.0
+batch,11,339,1.8458430767059326,0.4375,nan,0.0
+batch,11,340,2.1356775760650635,0.1875,nan,0.0
+batch,11,341,1.6172513961791992,0.5,nan,0.0
+batch,11,342,2.120187759399414,0.375,nan,0.0
+batch,11,343,2.156501293182373,0.25,nan,0.0
+batch,11,344,2.166295051574707,0.1875,nan,0.0
+batch,11,345,1.9032739400863647,0.1875,nan,0.0
+batch,11,346,2.1989355087280273,0.25,nan,0.0
+batch,11,347,2.3708913326263428,0.0,nan,0.0
+batch,11,348,2.00832200050354,0.1875,nan,0.0
+batch,11,349,2.067260503768921,0.25,nan,0.0
+batch,11,350,2.264939308166504,0.125,nan,0.0
+batch,11,351,1.875009298324585,0.4375,nan,0.0
+batch,11,352,2.5518927574157715,0.25,nan,0.0
+batch,11,353,2.223593235015869,0.1875,nan,0.0
+batch,11,354,2.2136008739471436,0.375,nan,0.0
+batch,11,355,1.9668700695037842,0.3125,nan,0.0
+batch,11,356,2.171311855316162,0.3125,nan,0.0
+batch,11,357,2.1441171169281006,0.25,nan,0.0
+batch,11,358,2.4583730697631836,0.1875,nan,0.0
+batch,11,359,2.1288585662841797,0.1875,nan,0.0
+batch,11,360,1.958946943283081,0.3125,nan,0.0
+batch,11,361,2.055032968521118,0.3125,nan,0.0
+batch,11,362,2.157043933868408,0.3125,nan,0.0
+batch,11,363,1.947381615638733,0.25,nan,0.0
+batch,11,364,2.1582186222076416,0.3125,nan,0.0
+batch,11,365,2.1389379501342773,0.25,nan,0.0
+batch,11,366,2.1878790855407715,0.375,nan,0.0
+batch,11,367,2.055992603302002,0.4375,nan,0.0
+batch,11,368,2.208185911178589,0.1875,nan,0.0
+batch,11,369,2.4165332317352295,0.0625,nan,0.0
+batch,11,370,2.2076218128204346,0.25,nan,0.0
+batch,11,371,1.9820470809936523,0.25,nan,0.0
+batch,11,372,1.8139123916625977,0.4375,nan,0.0
+batch,11,373,2.4406051635742188,0.1875,nan,0.0
+batch,11,374,2.2196028232574463,0.125,nan,0.0
+batch,11,375,2.1170222759246826,0.25,nan,0.0
+batch,11,376,2.3725500106811523,0.125,nan,0.0
+batch,11,377,2.0126023292541504,0.3125,nan,0.0
+batch,11,378,2.152331829071045,0.1875,nan,0.0
+batch,11,379,2.0206856727600098,0.3125,nan,0.0
+batch,11,380,2.054210662841797,0.125,nan,0.0
+batch,11,381,1.8582438230514526,0.375,nan,0.0
+batch,11,382,2.311872720718384,0.125,nan,0.0
+batch,11,383,1.9823453426361084,0.1875,nan,0.0
+batch,11,384,2.1759145259857178,0.3125,nan,0.0
+batch,11,385,2.4018936157226562,0.5,nan,0.0
+batch,11,386,2.229085922241211,0.25,nan,0.0
+batch,11,387,2.0348427295684814,0.3125,nan,0.0
+batch,11,388,2.433171510696411,0.0625,nan,0.0
+batch,11,389,2.2603230476379395,0.25,nan,0.0
+batch,11,390,2.3665454387664795,0.25,nan,0.0
+batch,11,391,2.1383416652679443,0.125,nan,0.0
+batch,11,392,2.0063371658325195,0.25,nan,0.0
+batch,11,393,2.3977503776550293,0.0625,nan,0.0
+batch,11,394,1.8133678436279297,0.25,nan,0.0
+batch,11,395,1.8837069272994995,0.1875,nan,0.0
+batch,11,396,2.225999116897583,0.375,nan,0.0
+batch,11,397,2.737694263458252,0.0625,nan,0.0
+batch,11,398,2.169097423553467,0.3125,nan,0.0
+batch,11,399,2.520202159881592,0.25,nan,0.0
+batch,11,400,2.069091320037842,0.3125,nan,0.0
+batch,11,401,2.1525840759277344,0.3125,nan,0.0
+batch,11,402,2.122131824493408,0.3125,nan,0.0
+batch,11,403,2.4457130432128906,0.0625,nan,0.0
+batch,11,404,1.9471441507339478,0.3125,nan,0.0
+batch,11,405,2.2380523681640625,0.1875,nan,0.0
+batch,11,406,2.211451530456543,0.125,nan,0.0
+batch,11,407,1.795582890510559,0.4375,nan,0.0
+batch,11,408,2.0556957721710205,0.25,nan,0.0
+batch,11,409,2.21947979927063,0.3125,nan,0.0
+batch,11,410,1.7879995107650757,0.4375,nan,0.0
+batch,11,411,2.099108934402466,0.3125,nan,0.0
+batch,11,412,2.131101608276367,0.25,nan,0.0
+batch,11,413,2.143263816833496,0.3125,nan,0.0
+batch,11,414,1.9687011241912842,0.25,nan,0.0
+batch,11,415,1.9813004732131958,0.375,nan,0.0
+batch,11,416,2.267418384552002,0.125,nan,0.0
+batch,11,417,1.824857473373413,0.4375,nan,0.0
+batch,11,418,2.1831750869750977,0.25,nan,0.0
+batch,11,419,2.4305813312530518,0.25,nan,0.0
+batch,11,420,2.409013271331787,0.0625,nan,0.0
+batch,11,421,2.448047161102295,0.1875,nan,0.0
+batch,11,422,2.254014492034912,0.125,nan,0.0
+batch,11,423,2.123563289642334,0.375,nan,0.0
+batch,11,424,1.9541728496551514,0.3125,nan,0.0
+batch,11,425,1.8817293643951416,0.375,nan,0.0
+batch,11,426,1.78834867477417,0.3125,nan,0.0
+batch,11,427,2.110016345977783,0.375,nan,0.0
+batch,11,428,2.37381649017334,0.25,nan,0.0
+batch,11,429,2.1370697021484375,0.3125,nan,0.0
+batch,11,430,2.0742990970611572,0.3125,nan,0.0
+batch,11,431,1.8854656219482422,0.3125,nan,0.0
+batch,11,432,1.9669724702835083,0.1875,nan,0.0
+batch,11,433,2.0790910720825195,0.1875,nan,0.0
+batch,11,434,1.9889804124832153,0.375,nan,0.0
+batch,11,435,2.234686851501465,0.25,nan,0.0
+batch,11,436,2.2472026348114014,0.125,nan,0.0
+batch,11,437,1.8956375122070312,0.375,nan,0.0
+batch,11,438,2.1302900314331055,0.25,nan,0.0
+batch,11,439,1.982494831085205,0.3125,nan,0.0
+batch,11,440,1.9479063749313354,0.1875,nan,0.0
+batch,11,441,2.129321336746216,0.1875,nan,0.0
+batch,11,442,2.4118847846984863,0.1875,nan,0.0
+batch,11,443,2.3587379455566406,0.375,nan,0.0
+batch,11,444,2.271097183227539,0.1875,nan,0.0
+batch,11,445,1.7952338457107544,0.5,nan,0.0
+batch,11,446,2.366722583770752,0.1875,nan,0.0
+batch,11,447,1.7603775262832642,0.5625,nan,0.0
+batch,11,448,2.5582659244537354,0.1875,nan,0.0
+batch,11,449,2.2538065910339355,0.3125,nan,0.0
+batch,11,450,1.987013339996338,0.1875,nan,0.0
+batch,11,451,2.422212600708008,0.25,nan,0.0
+batch,11,452,2.697047710418701,0.3125,nan,0.0
+batch,11,453,2.414158821105957,0.25,nan,0.0
+batch,11,454,1.8456268310546875,0.3125,nan,0.0
+batch,11,455,2.2732090950012207,0.0625,nan,0.0
+batch,11,456,2.2021446228027344,0.3125,nan,0.0
+batch,11,457,1.7574090957641602,0.3125,nan,0.0
+batch,11,458,2.0051522254943848,0.4375,nan,0.0
+batch,11,459,2.2748332023620605,0.0625,nan,0.0
+batch,11,460,2.3768157958984375,0.125,nan,0.0
+batch,11,461,2.094245195388794,0.25,nan,0.0
+batch,11,462,2.0915567874908447,0.3125,nan,0.0
+batch,11,463,1.8804399967193604,0.1875,nan,0.0
+batch,11,464,1.9951910972595215,0.25,nan,0.0
+batch,11,465,1.9000444412231445,0.4375,nan,0.0
+batch,11,466,2.0539114475250244,0.1875,nan,0.0
+batch,11,467,2.438732624053955,0.125,nan,0.0
+batch,11,468,2.0502829551696777,0.375,nan,0.0
+batch,11,469,2.323723077774048,0.3125,nan,0.0
+batch,11,470,2.111257553100586,0.1875,nan,0.0
+batch,11,471,2.162956953048706,0.3125,nan,0.0
+batch,11,472,2.440220355987549,0.125,nan,0.0
+batch,11,473,2.057417392730713,0.1875,nan,0.0
+batch,11,474,2.0130295753479004,0.1875,nan,0.0
+batch,11,475,2.0836944580078125,0.1875,nan,0.0
+batch,11,476,2.048452138900757,0.375,nan,0.0
+batch,11,477,1.9805047512054443,0.3125,nan,0.0
+batch,11,478,2.3876938819885254,0.0,nan,0.0
+batch,11,479,2.0379509925842285,0.25,nan,0.0
+batch,11,480,2.2085869312286377,0.125,nan,0.0
+batch,11,481,1.8221526145935059,0.375,nan,0.0
+batch,11,482,1.9596294164657593,0.3125,nan,0.0
+batch,11,483,2.0376009941101074,0.375,nan,0.0
+batch,11,484,2.3287811279296875,0.125,nan,0.0
+batch,11,485,2.140632152557373,0.3125,nan,0.0
+batch,11,486,1.8962488174438477,0.375,nan,0.0
+batch,11,487,1.8636322021484375,0.4375,nan,0.0
+batch,11,488,2.0680124759674072,0.1875,nan,0.0
+batch,11,489,2.2540462017059326,0.5,nan,0.0
+batch,11,490,2.398200511932373,0.25,nan,0.0
+batch,11,491,1.9511568546295166,0.375,nan,0.0
+batch,11,492,2.178671360015869,0.1875,nan,0.0
+batch,11,493,1.9302886724472046,0.4375,nan,0.0
+batch,11,494,1.8163652420043945,0.3125,nan,0.0
+batch,11,495,1.8391008377075195,0.4375,nan,0.0
+batch,11,496,2.242461681365967,0.3125,nan,0.0
+batch,11,497,1.6945587396621704,0.4375,nan,0.0
+batch,11,498,1.8697056770324707,0.375,nan,0.0
+batch,11,499,2.342120885848999,0.1875,nan,0.0
+batch,11,500,2.12101411819458,0.0625,nan,0.0
+batch,11,501,1.761898398399353,0.375,nan,0.0
+batch,11,502,1.9709632396697998,0.25,nan,0.0
+batch,11,503,2.027339458465576,0.25,nan,0.0
+batch,11,504,2.173581123352051,0.3125,nan,0.0
+batch,11,505,2.0559825897216797,0.375,nan,0.0
+batch,11,506,1.9397975206375122,0.25,nan,0.0
+batch,11,507,2.3784537315368652,0.25,nan,0.0
+batch,11,508,2.133976936340332,0.125,nan,0.0
+batch,11,509,2.093693971633911,0.25,nan,0.0
+epoch,11,-1,2.1259197350399583,0.262873957822462,nan,61.51134967803955
+batch,12,0,1.81630539894104,0.1875,nan,0.0
+batch,12,1,1.9863691329956055,0.1875,nan,0.0
+batch,12,2,1.8866502046585083,0.3125,nan,0.0
+batch,12,3,1.9056077003479004,0.5625,nan,0.0
+batch,12,4,1.8545005321502686,0.4375,nan,0.0
+batch,12,5,1.8840951919555664,0.375,nan,0.0
+batch,12,6,2.427962303161621,0.1875,nan,0.0
+batch,12,7,1.875421166419983,0.125,nan,0.0
+batch,12,8,1.9656733274459839,0.25,nan,0.0
+batch,12,9,2.322526693344116,0.25,nan,0.0
+batch,12,10,1.9763802289962769,0.1875,nan,0.0
+batch,12,11,1.8700745105743408,0.5,nan,0.0
+batch,12,12,1.9556888341903687,0.25,nan,0.0
+batch,12,13,2.3964343070983887,0.3125,nan,0.0
+batch,12,14,2.2987008094787598,0.1875,nan,0.0
+batch,12,15,2.298074722290039,0.0625,nan,0.0
+batch,12,16,1.8774713277816772,0.25,nan,0.0
+batch,12,17,2.2871484756469727,0.25,nan,0.0
+batch,12,18,2.1276087760925293,0.25,nan,0.0
+batch,12,19,2.0991814136505127,0.3125,nan,0.0
+batch,12,20,2.169168710708618,0.25,nan,0.0
+batch,12,21,2.4087424278259277,0.125,nan,0.0
+batch,12,22,1.7658686637878418,0.3125,nan,0.0
+batch,12,23,2.20457124710083,0.3125,nan,0.0
+batch,12,24,2.2543840408325195,0.25,nan,0.0
+batch,12,25,1.7898310422897339,0.5,nan,0.0
+batch,12,26,1.973179578781128,0.4375,nan,0.0
+batch,12,27,1.618039608001709,0.5,nan,0.0
+batch,12,28,2.0396831035614014,0.4375,nan,0.0
+batch,12,29,2.0790421962738037,0.375,nan,0.0
+batch,12,30,1.849992275238037,0.375,nan,0.0
+batch,12,31,2.5094802379608154,0.1875,nan,0.0
+batch,12,32,2.2491579055786133,0.25,nan,0.0
+batch,12,33,2.5255062580108643,0.3125,nan,0.0
+batch,12,34,1.9541425704956055,0.4375,nan,0.0
+batch,12,35,1.8087835311889648,0.375,nan,0.0
+batch,12,36,2.3000073432922363,0.375,nan,0.0
+batch,12,37,2.208127021789551,0.1875,nan,0.0
+batch,12,38,2.0000736713409424,0.25,nan,0.0
+batch,12,39,2.0918776988983154,0.3125,nan,0.0
+batch,12,40,1.9878597259521484,0.1875,nan,0.0
+batch,12,41,1.9151570796966553,0.375,nan,0.0
+batch,12,42,1.6739317178726196,0.4375,nan,0.0
+batch,12,43,2.1585562229156494,0.3125,nan,0.0
+batch,12,44,2.143838882446289,0.1875,nan,0.0
+batch,12,45,2.0097765922546387,0.25,nan,0.0
+batch,12,46,2.1555004119873047,0.25,nan,0.0
+batch,12,47,1.6367095708847046,0.4375,nan,0.0
+batch,12,48,1.8574036359786987,0.4375,nan,0.0
+batch,12,49,2.0182461738586426,0.375,nan,0.0
+batch,12,50,1.9214191436767578,0.375,nan,0.0
+batch,12,51,1.8576939105987549,0.5625,nan,0.0
+batch,12,52,2.100162982940674,0.25,nan,0.0
+batch,12,53,2.0570945739746094,0.0625,nan,0.0
+batch,12,54,2.1142098903656006,0.375,nan,0.0
+batch,12,55,2.3909554481506348,0.25,nan,0.0
+batch,12,56,2.448983907699585,0.0625,nan,0.0
+batch,12,57,2.1434545516967773,0.375,nan,0.0
+batch,12,58,1.7681326866149902,0.5,nan,0.0
+batch,12,59,2.158287525177002,0.25,nan,0.0
+batch,12,60,1.9527407884597778,0.375,nan,0.0
+batch,12,61,2.243299961090088,0.25,nan,0.0
+batch,12,62,2.491421699523926,0.125,nan,0.0
+batch,12,63,1.9197978973388672,0.3125,nan,0.0
+batch,12,64,1.9660489559173584,0.3125,nan,0.0
+batch,12,65,2.0591588020324707,0.125,nan,0.0
+batch,12,66,2.2479641437530518,0.1875,nan,0.0
+batch,12,67,2.127842426300049,0.25,nan,0.0
+batch,12,68,1.9182238578796387,0.25,nan,0.0
+batch,12,69,2.0728392601013184,0.125,nan,0.0
+batch,12,70,1.833570122718811,0.25,nan,0.0
+batch,12,71,1.6577003002166748,0.5625,nan,0.0
+batch,12,72,2.3526978492736816,0.1875,nan,0.0
+batch,12,73,1.8086695671081543,0.25,nan,0.0
+batch,12,74,1.955167293548584,0.3125,nan,0.0
+batch,12,75,1.9537513256072998,0.375,nan,0.0
+batch,12,76,2.1736273765563965,0.25,nan,0.0
+batch,12,77,2.29958438873291,0.1875,nan,0.0
+batch,12,78,2.272146701812744,0.25,nan,0.0
+batch,12,79,2.0562503337860107,0.3125,nan,0.0
+batch,12,80,1.8915092945098877,0.4375,nan,0.0
+batch,12,81,1.8790373802185059,0.4375,nan,0.0
+batch,12,82,1.992271065711975,0.25,nan,0.0
+batch,12,83,1.829636812210083,0.375,nan,0.0
+batch,12,84,1.996896505355835,0.3125,nan,0.0
+batch,12,85,1.9050776958465576,0.4375,nan,0.0
+batch,12,86,1.9641156196594238,0.375,nan,0.0
+batch,12,87,2.223115921020508,0.25,nan,0.0
+batch,12,88,2.147573471069336,0.25,nan,0.0
+batch,12,89,2.0706963539123535,0.3125,nan,0.0
+batch,12,90,1.9719189405441284,0.25,nan,0.0
+batch,12,91,2.2510364055633545,0.1875,nan,0.0
+batch,12,92,1.8351441621780396,0.4375,nan,0.0
+batch,12,93,2.140835762023926,0.25,nan,0.0
+batch,12,94,2.156024217605591,0.25,nan,0.0
+batch,12,95,1.8767279386520386,0.4375,nan,0.0
+batch,12,96,1.7692286968231201,0.4375,nan,0.0
+batch,12,97,2.2455389499664307,0.25,nan,0.0
+batch,12,98,2.0058722496032715,0.375,nan,0.0
+batch,12,99,2.158787488937378,0.25,nan,0.0
+batch,12,100,2.205948829650879,0.375,nan,0.0
+batch,12,101,2.232863426208496,0.1875,nan,0.0
+batch,12,102,2.051624298095703,0.25,nan,0.0
+batch,12,103,1.6570029258728027,0.5,nan,0.0
+batch,12,104,1.8057104349136353,0.3125,nan,0.0
+batch,12,105,1.8979802131652832,0.375,nan,0.0
+batch,12,106,2.233241558074951,0.3125,nan,0.0
+batch,12,107,2.1935548782348633,0.3125,nan,0.0
+batch,12,108,2.358271837234497,0.25,nan,0.0
+batch,12,109,1.9547510147094727,0.3125,nan,0.0
+batch,12,110,2.280587911605835,0.125,nan,0.0
+batch,12,111,2.027585983276367,0.1875,nan,0.0
+batch,12,112,2.1603264808654785,0.3125,nan,0.0
+batch,12,113,1.960587501525879,0.375,nan,0.0
+batch,12,114,2.2841739654541016,0.4375,nan,0.0
+batch,12,115,1.7904925346374512,0.25,nan,0.0
+batch,12,116,1.7256684303283691,0.4375,nan,0.0
+batch,12,117,2.1281609535217285,0.25,nan,0.0
+batch,12,118,1.9143996238708496,0.3125,nan,0.0
+batch,12,119,2.0112125873565674,0.3125,nan,0.0
+batch,12,120,1.7537105083465576,0.3125,nan,0.0
+batch,12,121,2.114609718322754,0.3125,nan,0.0
+batch,12,122,2.4712600708007812,0.125,nan,0.0
+batch,12,123,1.9531168937683105,0.4375,nan,0.0
+batch,12,124,2.434600830078125,0.25,nan,0.0
+batch,12,125,2.0492160320281982,0.25,nan,0.0
+batch,12,126,1.8735508918762207,0.4375,nan,0.0
+batch,12,127,2.367525577545166,0.125,nan,0.0
+batch,12,128,2.4395718574523926,0.25,nan,0.0
+batch,12,129,1.8869469165802002,0.3125,nan,0.0
+batch,12,130,2.554065465927124,0.25,nan,0.0
+batch,12,131,1.7196093797683716,0.3125,nan,0.0
+batch,12,132,2.2175960540771484,0.1875,nan,0.0
+batch,12,133,1.9281015396118164,0.25,nan,0.0
+batch,12,134,2.2084715366363525,0.125,nan,0.0
+batch,12,135,2.0442166328430176,0.1875,nan,0.0
+batch,12,136,2.420915365219116,0.125,nan,0.0
+batch,12,137,1.735350489616394,0.4375,nan,0.0
+batch,12,138,1.807102918624878,0.4375,nan,0.0
+batch,12,139,2.1956019401550293,0.1875,nan,0.0
+batch,12,140,2.186471462249756,0.1875,nan,0.0
+batch,12,141,2.2231268882751465,0.125,nan,0.0
+batch,12,142,2.062286853790283,0.25,nan,0.0
+batch,12,143,2.039018154144287,0.375,nan,0.0
+batch,12,144,2.286619186401367,0.1875,nan,0.0
+batch,12,145,2.170952320098877,0.25,nan,0.0
+batch,12,146,2.043386459350586,0.375,nan,0.0
+batch,12,147,2.177673578262329,0.125,nan,0.0
+batch,12,148,2.14908766746521,0.3125,nan,0.0
+batch,12,149,2.1924116611480713,0.1875,nan,0.0
+batch,12,150,2.3836851119995117,0.1875,nan,0.0
+batch,12,151,2.1710855960845947,0.1875,nan,0.0
+batch,12,152,2.679877758026123,0.1875,nan,0.0
+batch,12,153,1.9886173009872437,0.3125,nan,0.0
+batch,12,154,2.193744659423828,0.3125,nan,0.0
+batch,12,155,2.020899772644043,0.3125,nan,0.0
+batch,12,156,2.4746007919311523,0.25,nan,0.0
+batch,12,157,1.8049495220184326,0.4375,nan,0.0
+batch,12,158,2.1204745769500732,0.1875,nan,0.0
+batch,12,159,2.4312543869018555,0.1875,nan,0.0
+batch,12,160,2.5550148487091064,0.1875,nan,0.0
+batch,12,161,2.4440314769744873,0.125,nan,0.0
+batch,12,162,2.098125457763672,0.25,nan,0.0
+batch,12,163,1.8752195835113525,0.25,nan,0.0
+batch,12,164,1.897465705871582,0.3125,nan,0.0
+batch,12,165,2.282064437866211,0.0625,nan,0.0
+batch,12,166,2.177898406982422,0.25,nan,0.0
+batch,12,167,1.8445971012115479,0.375,nan,0.0
+batch,12,168,2.3946590423583984,0.0625,nan,0.0
+batch,12,169,2.0335733890533447,0.25,nan,0.0
+batch,12,170,2.0491456985473633,0.3125,nan,0.0
+batch,12,171,1.9242677688598633,0.25,nan,0.0
+batch,12,172,2.1717514991760254,0.3125,nan,0.0
+batch,12,173,2.3327841758728027,0.3125,nan,0.0
+batch,12,174,2.2256932258605957,0.3125,nan,0.0
+batch,12,175,1.8204704523086548,0.3125,nan,0.0
+batch,12,176,2.014674663543701,0.25,nan,0.0
+batch,12,177,2.3588175773620605,0.3125,nan,0.0
+batch,12,178,2.076690196990967,0.1875,nan,0.0
+batch,12,179,2.152355194091797,0.1875,nan,0.0
+batch,12,180,2.2984461784362793,0.3125,nan,0.0
+batch,12,181,2.281045436859131,0.1875,nan,0.0
+batch,12,182,2.2020843029022217,0.1875,nan,0.0
+batch,12,183,2.235682964324951,0.25,nan,0.0
+batch,12,184,2.1417934894561768,0.4375,nan,0.0
+batch,12,185,2.186251163482666,0.125,nan,0.0
+batch,12,186,2.1291663646698,0.3125,nan,0.0
+batch,12,187,2.3911890983581543,0.1875,nan,0.0
+batch,12,188,1.8057432174682617,0.25,nan,0.0
+batch,12,189,2.053905725479126,0.25,nan,0.0
+batch,12,190,2.657555341720581,0.125,nan,0.0
+batch,12,191,2.2851271629333496,0.25,nan,0.0
+batch,12,192,2.6414072513580322,0.4375,nan,0.0
+batch,12,193,2.10853910446167,0.375,nan,0.0
+batch,12,194,2.300187826156616,0.1875,nan,0.0
+batch,12,195,1.873760461807251,0.25,nan,0.0
+batch,12,196,1.935415267944336,0.4375,nan,0.0
+batch,12,197,2.578373432159424,0.3125,nan,0.0
+batch,12,198,1.7755155563354492,0.3125,nan,0.0
+batch,12,199,1.7843786478042603,0.4375,nan,0.0
+batch,12,200,1.8845793008804321,0.3125,nan,0.0
+batch,12,201,2.0706121921539307,0.1875,nan,0.0
+batch,12,202,1.9316320419311523,0.3125,nan,0.0
+batch,12,203,2.202646255493164,0.1875,nan,0.0
+batch,12,204,2.1535592079162598,0.3125,nan,0.0
+batch,12,205,2.1928484439849854,0.1875,nan,0.0
+batch,12,206,1.9052183628082275,0.375,nan,0.0
+batch,12,207,2.2050981521606445,0.1875,nan,0.0
+batch,12,208,2.1785292625427246,0.25,nan,0.0
+batch,12,209,2.208059787750244,0.125,nan,0.0
+batch,12,210,1.8459105491638184,0.25,nan,0.0
+batch,12,211,2.1513917446136475,0.3125,nan,0.0
+batch,12,212,2.167376756668091,0.25,nan,0.0
+batch,12,213,2.371058464050293,0.0625,nan,0.0
+batch,12,214,2.064568519592285,0.125,nan,0.0
+batch,12,215,2.1638779640197754,0.3125,nan,0.0
+batch,12,216,1.9044239521026611,0.25,nan,0.0
+batch,12,217,2.51053786277771,0.0625,nan,0.0
+batch,12,218,2.3583738803863525,0.125,nan,0.0
+batch,12,219,2.089627742767334,0.25,nan,0.0
+batch,12,220,2.165024518966675,0.3125,nan,0.0
+batch,12,221,1.7596476078033447,0.5,nan,0.0
+batch,12,222,2.271310567855835,0.1875,nan,0.0
+batch,12,223,1.816145420074463,0.375,nan,0.0
+batch,12,224,2.59761905670166,0.125,nan,0.0
+batch,12,225,2.0832064151763916,0.25,nan,0.0
+batch,12,226,2.4919042587280273,0.1875,nan,0.0
+batch,12,227,1.9961003065109253,0.1875,nan,0.0
+batch,12,228,2.2780275344848633,0.125,nan,0.0
+batch,12,229,2.39033579826355,0.1875,nan,0.0
+batch,12,230,2.316910982131958,0.125,nan,0.0
+batch,12,231,1.8912279605865479,0.375,nan,0.0
+batch,12,232,2.0350770950317383,0.3125,nan,0.0
+batch,12,233,2.2831130027770996,0.25,nan,0.0
+batch,12,234,2.0038180351257324,0.375,nan,0.0
+batch,12,235,2.0478851795196533,0.375,nan,0.0
+batch,12,236,2.2816967964172363,0.3125,nan,0.0
+batch,12,237,2.287278890609741,0.25,nan,0.0
+batch,12,238,2.0277442932128906,0.375,nan,0.0
+batch,12,239,2.193314552307129,0.4375,nan,0.0
+batch,12,240,1.933032751083374,0.375,nan,0.0
+batch,12,241,2.294558048248291,0.1875,nan,0.0
+batch,12,242,1.7337279319763184,0.375,nan,0.0
+batch,12,243,2.1763248443603516,0.1875,nan,0.0
+batch,12,244,2.336146354675293,0.1875,nan,0.0
+batch,12,245,1.977379322052002,0.375,nan,0.0
+batch,12,246,1.9165129661560059,0.375,nan,0.0
+batch,12,247,1.8886243104934692,0.5625,nan,0.0
+batch,12,248,1.7826299667358398,0.5,nan,0.0
+batch,12,249,1.642725944519043,0.5,nan,0.0
+batch,12,250,2.016542434692383,0.1875,nan,0.0
+batch,12,251,2.1688780784606934,0.1875,nan,0.0
+batch,12,252,1.9337847232818604,0.3125,nan,0.0
+batch,12,253,2.3697962760925293,0.125,nan,0.0
+batch,12,254,2.206385612487793,0.4375,nan,0.0
+batch,12,255,2.3983631134033203,0.125,nan,0.0
+batch,12,256,2.260557174682617,0.25,nan,0.0
+batch,12,257,2.1634507179260254,0.1875,nan,0.0
+batch,12,258,2.5443689823150635,0.25,nan,0.0
+batch,12,259,2.075702667236328,0.25,nan,0.0
+batch,12,260,2.148468017578125,0.3125,nan,0.0
+batch,12,261,1.9431593418121338,0.3125,nan,0.0
+batch,12,262,2.8217129707336426,0.1875,nan,0.0
+batch,12,263,2.194023609161377,0.125,nan,0.0
+batch,12,264,1.8807978630065918,0.25,nan,0.0
+batch,12,265,2.1101861000061035,0.3125,nan,0.0
+batch,12,266,2.3140485286712646,0.0625,nan,0.0
+batch,12,267,2.3196380138397217,0.1875,nan,0.0
+batch,12,268,2.1651926040649414,0.25,nan,0.0
+batch,12,269,2.0673699378967285,0.5,nan,0.0
+batch,12,270,1.8881640434265137,0.3125,nan,0.0
+batch,12,271,1.9317967891693115,0.4375,nan,0.0
+batch,12,272,1.8870065212249756,0.375,nan,0.0
+batch,12,273,1.8044465780258179,0.5,nan,0.0
+batch,12,274,2.2800254821777344,0.25,nan,0.0
+batch,12,275,1.8510404825210571,0.25,nan,0.0
+batch,12,276,1.7367033958435059,0.375,nan,0.0
+batch,12,277,2.0236151218414307,0.1875,nan,0.0
+batch,12,278,2.0643248558044434,0.25,nan,0.0
+batch,12,279,2.410787582397461,0.125,nan,0.0
+batch,12,280,1.7481162548065186,0.3125,nan,0.0
+batch,12,281,1.6691880226135254,0.5,nan,0.0
+batch,12,282,2.311666965484619,0.1875,nan,0.0
+batch,12,283,1.809584140777588,0.4375,nan,0.0
+batch,12,284,2.0963542461395264,0.125,nan,0.0
+batch,12,285,2.1315054893493652,0.1875,nan,0.0
+batch,12,286,1.8999204635620117,0.3125,nan,0.0
+batch,12,287,2.2758429050445557,0.3125,nan,0.0
+batch,12,288,1.9956847429275513,0.3125,nan,0.0
+batch,12,289,2.0544867515563965,0.25,nan,0.0
+batch,12,290,2.1461241245269775,0.3125,nan,0.0
+batch,12,291,2.160902500152588,0.25,nan,0.0
+batch,12,292,2.3004708290100098,0.3125,nan,0.0
+batch,12,293,2.0171239376068115,0.25,nan,0.0
+batch,12,294,2.3598601818084717,0.375,nan,0.0
+batch,12,295,2.0560202598571777,0.4375,nan,0.0
+batch,12,296,2.6085195541381836,0.125,nan,0.0
+batch,12,297,2.6152939796447754,0.1875,nan,0.0
+batch,12,298,2.1949820518493652,0.1875,nan,0.0
+batch,12,299,2.373034954071045,0.1875,nan,0.0
+batch,12,300,2.02419114112854,0.5,nan,0.0
+batch,12,301,2.4433040618896484,0.125,nan,0.0
+batch,12,302,2.295518159866333,0.1875,nan,0.0
+batch,12,303,2.13279390335083,0.25,nan,0.0
+batch,12,304,2.120229721069336,0.1875,nan,0.0
+batch,12,305,2.3303771018981934,0.125,nan,0.0
+batch,12,306,1.7727887630462646,0.4375,nan,0.0
+batch,12,307,2.2625892162323,0.25,nan,0.0
+batch,12,308,2.2049551010131836,0.25,nan,0.0
+batch,12,309,2.270163059234619,0.1875,nan,0.0
+batch,12,310,2.4414479732513428,0.25,nan,0.0
+batch,12,311,2.181950092315674,0.3125,nan,0.0
+batch,12,312,1.9495902061462402,0.375,nan,0.0
+batch,12,313,2.4016642570495605,0.1875,nan,0.0
+batch,12,314,1.7242043018341064,0.4375,nan,0.0
+batch,12,315,2.2886741161346436,0.125,nan,0.0
+batch,12,316,1.9735660552978516,0.3125,nan,0.0
+batch,12,317,1.9804089069366455,0.4375,nan,0.0
+batch,12,318,2.131265878677368,0.25,nan,0.0
+batch,12,319,1.6945674419403076,0.5,nan,0.0
+batch,12,320,2.1562209129333496,0.1875,nan,0.0
+batch,12,321,2.36099910736084,0.1875,nan,0.0
+batch,12,322,1.951951503753662,0.4375,nan,0.0
+batch,12,323,2.477649688720703,0.0625,nan,0.0
+batch,12,324,2.1155357360839844,0.125,nan,0.0
+batch,12,325,1.9766688346862793,0.1875,nan,0.0
+batch,12,326,1.8624449968338013,0.375,nan,0.0
+batch,12,327,2.410127639770508,0.25,nan,0.0
+batch,12,328,2.02113676071167,0.375,nan,0.0
+batch,12,329,2.0634689331054688,0.375,nan,0.0
+batch,12,330,2.047163486480713,0.4375,nan,0.0
+batch,12,331,2.2575087547302246,0.125,nan,0.0
+batch,12,332,2.1715848445892334,0.1875,nan,0.0
+batch,12,333,1.6643579006195068,0.5,nan,0.0
+batch,12,334,2.1292269229888916,0.1875,nan,0.0
+batch,12,335,2.0227549076080322,0.4375,nan,0.0
+batch,12,336,2.432509660720825,0.25,nan,0.0
+batch,12,337,1.5757935047149658,0.5625,nan,0.0
+batch,12,338,2.4639315605163574,0.375,nan,0.0
+batch,12,339,2.010223388671875,0.25,nan,0.0
+batch,12,340,2.1073243618011475,0.1875,nan,0.0
+batch,12,341,2.1317501068115234,0.3125,nan,0.0
+batch,12,342,2.5481479167938232,0.125,nan,0.0
+batch,12,343,1.9150949716567993,0.25,nan,0.0
+batch,12,344,2.212703227996826,0.1875,nan,0.0
+batch,12,345,2.4919490814208984,0.1875,nan,0.0
+batch,12,346,2.3036205768585205,0.1875,nan,0.0
+batch,12,347,2.1448049545288086,0.1875,nan,0.0
+batch,12,348,1.932341456413269,0.375,nan,0.0
+batch,12,349,2.4200024604797363,0.25,nan,0.0
+batch,12,350,2.082120418548584,0.1875,nan,0.0
+batch,12,351,2.410036087036133,0.125,nan,0.0
+batch,12,352,2.0369648933410645,0.3125,nan,0.0
+batch,12,353,1.7366119623184204,0.5,nan,0.0
+batch,12,354,1.850248098373413,0.4375,nan,0.0
+batch,12,355,2.3236775398254395,0.125,nan,0.0
+batch,12,356,2.150329113006592,0.375,nan,0.0
+batch,12,357,2.2808640003204346,0.25,nan,0.0
+batch,12,358,2.0063111782073975,0.25,nan,0.0
+batch,12,359,2.2379941940307617,0.25,nan,0.0
+batch,12,360,2.0389249324798584,0.1875,nan,0.0
+batch,12,361,2.190330743789673,0.375,nan,0.0
+batch,12,362,2.0989041328430176,0.375,nan,0.0
+batch,12,363,1.870779275894165,0.1875,nan,0.0
+batch,12,364,1.8716471195220947,0.0625,nan,0.0
+batch,12,365,2.0431840419769287,0.4375,nan,0.0
+batch,12,366,1.8257606029510498,0.4375,nan,0.0
+batch,12,367,2.299722194671631,0.1875,nan,0.0
+batch,12,368,2.1700305938720703,0.1875,nan,0.0
+batch,12,369,1.639030933380127,0.4375,nan,0.0
+batch,12,370,2.236271858215332,0.25,nan,0.0
+batch,12,371,2.1215202808380127,0.125,nan,0.0
+batch,12,372,2.1485111713409424,0.3125,nan,0.0
+batch,12,373,2.183687210083008,0.1875,nan,0.0
+batch,12,374,2.1000101566314697,0.1875,nan,0.0
+batch,12,375,2.0258378982543945,0.1875,nan,0.0
+batch,12,376,2.2469520568847656,0.1875,nan,0.0
+batch,12,377,1.9249486923217773,0.1875,nan,0.0
+batch,12,378,1.6523551940917969,0.375,nan,0.0
+batch,12,379,2.039004325866699,0.375,nan,0.0
+batch,12,380,2.179062843322754,0.1875,nan,0.0
+batch,12,381,2.539970874786377,0.1875,nan,0.0
+batch,12,382,2.1071324348449707,0.125,nan,0.0
+batch,12,383,2.098937511444092,0.25,nan,0.0
+batch,12,384,2.286935567855835,0.3125,nan,0.0
+batch,12,385,1.8325889110565186,0.3125,nan,0.0
+batch,12,386,2.3411049842834473,0.0625,nan,0.0
+batch,12,387,2.0267796516418457,0.3125,nan,0.0
+batch,12,388,2.2831199169158936,0.25,nan,0.0
+batch,12,389,2.3311054706573486,0.125,nan,0.0
+batch,12,390,1.9195029735565186,0.5,nan,0.0
+batch,12,391,2.255825996398926,0.25,nan,0.0
+batch,12,392,1.705899715423584,0.375,nan,0.0
+batch,12,393,2.233306646347046,0.1875,nan,0.0
+batch,12,394,2.1611790657043457,0.1875,nan,0.0
+batch,12,395,1.9718514680862427,0.25,nan,0.0
+batch,12,396,1.979027509689331,0.375,nan,0.0
+batch,12,397,1.8206210136413574,0.3125,nan,0.0
+batch,12,398,2.457021474838257,0.25,nan,0.0
+batch,12,399,2.2770779132843018,0.3125,nan,0.0
+batch,12,400,2.1492438316345215,0.375,nan,0.0
+batch,12,401,1.972679853439331,0.375,nan,0.0
+batch,12,402,2.706541061401367,0.1875,nan,0.0
+batch,12,403,2.19040584564209,0.1875,nan,0.0
+batch,12,404,2.3087685108184814,0.1875,nan,0.0
+batch,12,405,2.1107876300811768,0.1875,nan,0.0
+batch,12,406,2.1255369186401367,0.375,nan,0.0
+batch,12,407,2.1409754753112793,0.1875,nan,0.0
+batch,12,408,2.2324271202087402,0.1875,nan,0.0
+batch,12,409,1.5820069313049316,0.375,nan,0.0
+batch,12,410,2.2284514904022217,0.1875,nan,0.0
+batch,12,411,2.402663230895996,0.25,nan,0.0
+batch,12,412,1.9202812910079956,0.3125,nan,0.0
+batch,12,413,2.135050058364868,0.25,nan,0.0
+batch,12,414,2.18141508102417,0.25,nan,0.0
+batch,12,415,1.7894688844680786,0.4375,nan,0.0
+batch,12,416,2.222754716873169,0.1875,nan,0.0
+batch,12,417,2.222313165664673,0.4375,nan,0.0
+batch,12,418,2.085423469543457,0.3125,nan,0.0
+batch,12,419,2.0906782150268555,0.25,nan,0.0
+batch,12,420,2.06632661819458,0.1875,nan,0.0
+batch,12,421,2.239060640335083,0.1875,nan,0.0
+batch,12,422,2.0054914951324463,0.3125,nan,0.0
+batch,12,423,2.0229837894439697,0.3125,nan,0.0
+batch,12,424,2.042360305786133,0.1875,nan,0.0
+batch,12,425,2.22995924949646,0.125,nan,0.0
+batch,12,426,2.116273880004883,0.375,nan,0.0
+batch,12,427,2.112473249435425,0.0,nan,0.0
+batch,12,428,1.9226113557815552,0.3125,nan,0.0
+batch,12,429,1.8645672798156738,0.25,nan,0.0
+batch,12,430,2.1477394104003906,0.1875,nan,0.0
+batch,12,431,1.9593175649642944,0.3125,nan,0.0
+batch,12,432,2.37290358543396,0.0625,nan,0.0
+batch,12,433,2.1699042320251465,0.3125,nan,0.0
+batch,12,434,1.9629266262054443,0.4375,nan,0.0
+batch,12,435,1.9596236944198608,0.125,nan,0.0
+batch,12,436,2.4383630752563477,0.25,nan,0.0
+batch,12,437,1.708601951599121,0.3125,nan,0.0
+batch,12,438,2.0014188289642334,0.25,nan,0.0
+batch,12,439,2.1311421394348145,0.3125,nan,0.0
+batch,12,440,2.3393592834472656,0.25,nan,0.0
+batch,12,441,1.6318120956420898,0.5625,nan,0.0
+batch,12,442,2.157808542251587,0.25,nan,0.0
+batch,12,443,1.788072109222412,0.3125,nan,0.0
+batch,12,444,2.0075316429138184,0.125,nan,0.0
+batch,12,445,1.8758677244186401,0.25,nan,0.0
+batch,12,446,2.0524818897247314,0.375,nan,0.0
+batch,12,447,2.2667829990386963,0.25,nan,0.0
+batch,12,448,2.4715516567230225,0.0625,nan,0.0
+batch,12,449,1.77495276927948,0.4375,nan,0.0
+batch,12,450,2.105855941772461,0.1875,nan,0.0
+batch,12,451,2.202740430831909,0.1875,nan,0.0
+batch,12,452,2.5085606575012207,0.1875,nan,0.0
+batch,12,453,2.1867566108703613,0.1875,nan,0.0
+batch,12,454,2.0008413791656494,0.25,nan,0.0
+batch,12,455,2.037313938140869,0.1875,nan,0.0
+batch,12,456,2.574690103530884,0.25,nan,0.0
+batch,12,457,2.0598020553588867,0.4375,nan,0.0
+batch,12,458,2.2075252532958984,0.1875,nan,0.0
+batch,12,459,1.8353477716445923,0.375,nan,0.0
+batch,12,460,2.257316827774048,0.25,nan,0.0
+batch,12,461,2.0195934772491455,0.375,nan,0.0
+batch,12,462,2.1836156845092773,0.3125,nan,0.0
+batch,12,463,2.0588347911834717,0.1875,nan,0.0
+batch,12,464,2.152799367904663,0.3125,nan,0.0
+batch,12,465,1.820324420928955,0.4375,nan,0.0
+batch,12,466,1.8144147396087646,0.4375,nan,0.0
+batch,12,467,2.1379995346069336,0.375,nan,0.0
+batch,12,468,2.058915853500366,0.3125,nan,0.0
+batch,12,469,1.5862085819244385,0.5625,nan,0.0
+batch,12,470,1.956048846244812,0.4375,nan,0.0
+batch,12,471,1.969372272491455,0.3125,nan,0.0
+batch,12,472,2.1394503116607666,0.125,nan,0.0
+batch,12,473,1.8044154644012451,0.4375,nan,0.0
+batch,12,474,1.9265233278274536,0.375,nan,0.0
+batch,12,475,1.8590621948242188,0.4375,nan,0.0
+batch,12,476,1.7851417064666748,0.4375,nan,0.0
+batch,12,477,1.9931973218917847,0.375,nan,0.0
+batch,12,478,1.7803585529327393,0.3125,nan,0.0
+batch,12,479,2.428605556488037,0.25,nan,0.0
+batch,12,480,2.024751663208008,0.4375,nan,0.0
+batch,12,481,2.2409420013427734,0.3125,nan,0.0
+batch,12,482,2.169482946395874,0.25,nan,0.0
+batch,12,483,2.213393211364746,0.1875,nan,0.0
+batch,12,484,2.038818359375,0.4375,nan,0.0
+batch,12,485,2.654839277267456,0.1875,nan,0.0
+batch,12,486,1.884880542755127,0.4375,nan,0.0
+batch,12,487,2.1903433799743652,0.125,nan,0.0
+batch,12,488,2.1921226978302,0.25,nan,0.0
+batch,12,489,2.1608517169952393,0.1875,nan,0.0
+batch,12,490,2.164909601211548,0.3125,nan,0.0
+batch,12,491,2.6388659477233887,0.25,nan,0.0
+batch,12,492,1.546586036682129,0.375,nan,0.0
+batch,12,493,2.363187313079834,0.125,nan,0.0
+batch,12,494,2.1689486503601074,0.125,nan,0.0
+batch,12,495,1.8664143085479736,0.625,nan,0.0
+batch,12,496,2.462334632873535,0.1875,nan,0.0
+batch,12,497,2.0059022903442383,0.1875,nan,0.0
+batch,12,498,2.0373644828796387,0.25,nan,0.0
+batch,12,499,2.2798662185668945,0.25,nan,0.0
+batch,12,500,2.119817018508911,0.375,nan,0.0
+batch,12,501,1.7127472162246704,0.375,nan,0.0
+batch,12,502,2.403231620788574,0.3125,nan,0.0
+batch,12,503,2.064141273498535,0.25,nan,0.0
+batch,12,504,1.795935869216919,0.375,nan,0.0
+batch,12,505,2.15720272064209,0.125,nan,0.0
+batch,12,506,2.1543312072753906,0.3125,nan,0.0
+batch,12,507,1.810491681098938,0.3125,nan,0.0
+batch,12,508,2.114753007888794,0.1875,nan,0.0
+batch,12,509,2.2689173221588135,0.08333333333333333,nan,0.0
+epoch,12,-1,2.1023906353000568,0.2786905345757724,nan,60.3235867023468
+batch,13,0,1.923532247543335,0.3125,nan,0.0
+batch,13,1,2.4004716873168945,0.0625,nan,0.0
+batch,13,2,1.5209652185440063,0.4375,nan,0.0
+batch,13,3,2.2155959606170654,0.25,nan,0.0
+batch,13,4,1.585810661315918,0.625,nan,0.0
+batch,13,5,2.0001420974731445,0.375,nan,0.0
+batch,13,6,1.7015907764434814,0.5625,nan,0.0
+batch,13,7,1.7694091796875,0.25,nan,0.0
+batch,13,8,1.7708091735839844,0.25,nan,0.0
+batch,13,9,2.0484750270843506,0.1875,nan,0.0
+batch,13,10,2.068635940551758,0.3125,nan,0.0
+batch,13,11,2.6074228286743164,0.125,nan,0.0
+batch,13,12,1.8188812732696533,0.375,nan,0.0
+batch,13,13,2.3638360500335693,0.5,nan,0.0
+batch,13,14,2.3667280673980713,0.25,nan,0.0
+batch,13,15,2.1812503337860107,0.25,nan,0.0
+batch,13,16,2.4195351600646973,0.125,nan,0.0
+batch,13,17,1.7323758602142334,0.375,nan,0.0
+batch,13,18,2.1152701377868652,0.375,nan,0.0
+batch,13,19,1.9989581108093262,0.25,nan,0.0
+batch,13,20,1.780240535736084,0.375,nan,0.0
+batch,13,21,1.8529316186904907,0.25,nan,0.0
+batch,13,22,1.6065024137496948,0.625,nan,0.0
+batch,13,23,1.9752105474472046,0.1875,nan,0.0
+batch,13,24,1.8029696941375732,0.5,nan,0.0
+batch,13,25,1.8033733367919922,0.4375,nan,0.0
+batch,13,26,1.844704031944275,0.375,nan,0.0
+batch,13,27,2.309746265411377,0.375,nan,0.0
+batch,13,28,1.7434091567993164,0.5,nan,0.0
+batch,13,29,2.296811103820801,0.0625,nan,0.0
+batch,13,30,2.516446590423584,0.1875,nan,0.0
+batch,13,31,2.136590003967285,0.125,nan,0.0
+batch,13,32,2.127084255218506,0.125,nan,0.0
+batch,13,33,2.066582679748535,0.25,nan,0.0
+batch,13,34,2.4013047218322754,0.25,nan,0.0
+batch,13,35,1.9102674722671509,0.4375,nan,0.0
+batch,13,36,1.7897365093231201,0.3125,nan,0.0
+batch,13,37,2.0346009731292725,0.1875,nan,0.0
+batch,13,38,2.519458770751953,0.25,nan,0.0
+batch,13,39,1.7735328674316406,0.375,nan,0.0
+batch,13,40,1.8681135177612305,0.25,nan,0.0
+batch,13,41,2.339601516723633,0.1875,nan,0.0
+batch,13,42,2.0932388305664062,0.125,nan,0.0
+batch,13,43,1.9538476467132568,0.3125,nan,0.0
+batch,13,44,1.8866970539093018,0.25,nan,0.0
+batch,13,45,1.6695654392242432,0.4375,nan,0.0
+batch,13,46,1.9515068531036377,0.125,nan,0.0
+batch,13,47,2.3921122550964355,0.0625,nan,0.0
+batch,13,48,2.1612303256988525,0.25,nan,0.0
+batch,13,49,2.3541781902313232,0.125,nan,0.0
+batch,13,50,1.6648799180984497,0.5,nan,0.0
+batch,13,51,2.3082966804504395,0.3125,nan,0.0
+batch,13,52,1.8792800903320312,0.4375,nan,0.0
+batch,13,53,2.097177267074585,0.1875,nan,0.0
+batch,13,54,2.2034144401550293,0.1875,nan,0.0
+batch,13,55,1.9046072959899902,0.3125,nan,0.0
+batch,13,56,2.233814001083374,0.25,nan,0.0
+batch,13,57,2.1047306060791016,0.3125,nan,0.0
+batch,13,58,2.127293586730957,0.375,nan,0.0
+batch,13,59,2.005204916000366,0.4375,nan,0.0
+batch,13,60,2.2093796730041504,0.1875,nan,0.0
+batch,13,61,1.6423707008361816,0.4375,nan,0.0
+batch,13,62,2.320046901702881,0.1875,nan,0.0
+batch,13,63,2.114593505859375,0.25,nan,0.0
+batch,13,64,1.8327301740646362,0.3125,nan,0.0
+batch,13,65,1.8722174167633057,0.3125,nan,0.0
+batch,13,66,2.2215161323547363,0.25,nan,0.0
+batch,13,67,1.8604731559753418,0.5,nan,0.0
+batch,13,68,2.026240825653076,0.25,nan,0.0
+batch,13,69,2.3269972801208496,0.1875,nan,0.0
+batch,13,70,1.5741946697235107,0.375,nan,0.0
+batch,13,71,2.244980573654175,0.25,nan,0.0
+batch,13,72,2.0954086780548096,0.1875,nan,0.0
+batch,13,73,1.9956648349761963,0.4375,nan,0.0
+batch,13,74,2.0722434520721436,0.375,nan,0.0
+batch,13,75,2.5649633407592773,0.125,nan,0.0
+batch,13,76,1.9138028621673584,0.3125,nan,0.0
+batch,13,77,1.8785979747772217,0.3125,nan,0.0
+batch,13,78,1.9241456985473633,0.25,nan,0.0
+batch,13,79,1.8612560033798218,0.3125,nan,0.0
+batch,13,80,2.0785367488861084,0.1875,nan,0.0
+batch,13,81,1.950071096420288,0.3125,nan,0.0
+batch,13,82,2.114208698272705,0.25,nan,0.0
+batch,13,83,2.1071953773498535,0.375,nan,0.0
+batch,13,84,2.0597615242004395,0.4375,nan,0.0
+batch,13,85,2.1406092643737793,0.375,nan,0.0
+batch,13,86,2.1510095596313477,0.25,nan,0.0
+batch,13,87,1.9938273429870605,0.4375,nan,0.0
+batch,13,88,2.3414058685302734,0.1875,nan,0.0
+batch,13,89,2.1138627529144287,0.3125,nan,0.0
+batch,13,90,1.9292974472045898,0.375,nan,0.0
+batch,13,91,1.7146931886672974,0.25,nan,0.0
+batch,13,92,1.7902352809906006,0.1875,nan,0.0
+batch,13,93,1.9961001873016357,0.4375,nan,0.0
+batch,13,94,2.524531364440918,0.1875,nan,0.0
+batch,13,95,1.9637320041656494,0.3125,nan,0.0
+batch,13,96,1.8074051141738892,0.3125,nan,0.0
+batch,13,97,2.227660655975342,0.1875,nan,0.0
+batch,13,98,2.5268611907958984,0.1875,nan,0.0
+batch,13,99,2.0481224060058594,0.375,nan,0.0
+batch,13,100,2.1318483352661133,0.25,nan,0.0
+batch,13,101,2.249941110610962,0.25,nan,0.0
+batch,13,102,2.0545942783355713,0.1875,nan,0.0
+batch,13,103,2.5080480575561523,0.1875,nan,0.0
+batch,13,104,2.719191312789917,0.25,nan,0.0
+batch,13,105,2.100264072418213,0.3125,nan,0.0
+batch,13,106,2.3518733978271484,0.1875,nan,0.0
+batch,13,107,1.7082889080047607,0.4375,nan,0.0
+batch,13,108,2.1539101600646973,0.25,nan,0.0
+batch,13,109,2.246419668197632,0.375,nan,0.0
+batch,13,110,2.0492160320281982,0.1875,nan,0.0
+batch,13,111,1.84822416305542,0.375,nan,0.0
+batch,13,112,1.8033236265182495,0.4375,nan,0.0
+batch,13,113,1.9975605010986328,0.375,nan,0.0
+batch,13,114,2.2718544006347656,0.3125,nan,0.0
+batch,13,115,2.19679594039917,0.1875,nan,0.0
+batch,13,116,2.0745644569396973,0.3125,nan,0.0
+batch,13,117,2.073052167892456,0.5,nan,0.0
+batch,13,118,2.0452218055725098,0.375,nan,0.0
+batch,13,119,2.1784586906433105,0.125,nan,0.0
+batch,13,120,1.975427269935608,0.3125,nan,0.0
+batch,13,121,1.5989227294921875,0.5,nan,0.0
+batch,13,122,2.2095823287963867,0.1875,nan,0.0
+batch,13,123,2.060462236404419,0.25,nan,0.0
+batch,13,124,2.6949825286865234,0.125,nan,0.0
+batch,13,125,2.1726698875427246,0.25,nan,0.0
+batch,13,126,2.1127190589904785,0.3125,nan,0.0
+batch,13,127,2.2803056240081787,0.0,nan,0.0
+batch,13,128,2.0077407360076904,0.375,nan,0.0
+batch,13,129,1.9821538925170898,0.4375,nan,0.0
+batch,13,130,1.7349119186401367,0.375,nan,0.0
+batch,13,131,1.9073621034622192,0.375,nan,0.0
+batch,13,132,2.0898799896240234,0.3125,nan,0.0
+batch,13,133,1.6420936584472656,0.375,nan,0.0
+batch,13,134,2.000765323638916,0.375,nan,0.0
+batch,13,135,1.9984300136566162,0.375,nan,0.0
+batch,13,136,1.9743781089782715,0.4375,nan,0.0
+batch,13,137,1.6908488273620605,0.5,nan,0.0
+batch,13,138,1.895981788635254,0.3125,nan,0.0
+batch,13,139,2.2284536361694336,0.1875,nan,0.0
+batch,13,140,1.7555341720581055,0.375,nan,0.0
+batch,13,141,1.9334049224853516,0.4375,nan,0.0
+batch,13,142,1.9049484729766846,0.375,nan,0.0
+batch,13,143,2.0737099647521973,0.25,nan,0.0
+batch,13,144,1.95541512966156,0.3125,nan,0.0
+batch,13,145,1.8202853202819824,0.1875,nan,0.0
+batch,13,146,2.3079895973205566,0.1875,nan,0.0
+batch,13,147,2.034271240234375,0.375,nan,0.0
+batch,13,148,2.6382052898406982,0.125,nan,0.0
+batch,13,149,2.3307361602783203,0.1875,nan,0.0
+batch,13,150,1.8604390621185303,0.3125,nan,0.0
+batch,13,151,2.110947608947754,0.0625,nan,0.0
+batch,13,152,1.809758186340332,0.1875,nan,0.0
+batch,13,153,2.334427833557129,0.1875,nan,0.0
+batch,13,154,1.7893447875976562,0.4375,nan,0.0
+batch,13,155,2.360790252685547,0.25,nan,0.0
+batch,13,156,2.335641860961914,0.1875,nan,0.0
+batch,13,157,2.421370029449463,0.3125,nan,0.0
+batch,13,158,2.033752679824829,0.4375,nan,0.0
+batch,13,159,2.123208999633789,0.3125,nan,0.0
+batch,13,160,1.8832862377166748,0.125,nan,0.0
+batch,13,161,2.015303373336792,0.3125,nan,0.0
+batch,13,162,1.853888988494873,0.3125,nan,0.0
+batch,13,163,2.033346652984619,0.1875,nan,0.0
+batch,13,164,2.06107234954834,0.1875,nan,0.0
+batch,13,165,1.924999475479126,0.4375,nan,0.0
+batch,13,166,2.0055274963378906,0.25,nan,0.0
+batch,13,167,2.1520183086395264,0.3125,nan,0.0
+batch,13,168,1.8947021961212158,0.375,nan,0.0
+batch,13,169,2.1280527114868164,0.375,nan,0.0
+batch,13,170,2.3373849391937256,0.3125,nan,0.0
+batch,13,171,2.051158905029297,0.25,nan,0.0
+batch,13,172,2.3731532096862793,0.125,nan,0.0
+batch,13,173,2.2538070678710938,0.125,nan,0.0
+batch,13,174,1.6959545612335205,0.3125,nan,0.0
+batch,13,175,2.0385186672210693,0.3125,nan,0.0
+batch,13,176,2.1456849575042725,0.1875,nan,0.0
+batch,13,177,2.1867544651031494,0.25,nan,0.0
+batch,13,178,1.8510513305664062,0.5,nan,0.0
+batch,13,179,2.094818115234375,0.125,nan,0.0
+batch,13,180,2.2843611240386963,0.3125,nan,0.0
+batch,13,181,1.8458240032196045,0.4375,nan,0.0
+batch,13,182,2.20481538772583,0.25,nan,0.0
+batch,13,183,2.419417142868042,0.125,nan,0.0
+batch,13,184,1.9663619995117188,0.25,nan,0.0
+batch,13,185,2.098440170288086,0.1875,nan,0.0
+batch,13,186,1.934574007987976,0.375,nan,0.0
+batch,13,187,2.083451271057129,0.25,nan,0.0
+batch,13,188,2.119352340698242,0.375,nan,0.0
+batch,13,189,2.3989152908325195,0.1875,nan,0.0
+batch,13,190,2.0410265922546387,0.25,nan,0.0
+batch,13,191,2.140648126602173,0.1875,nan,0.0
+batch,13,192,2.1555681228637695,0.5,nan,0.0
+batch,13,193,2.057590961456299,0.25,nan,0.0
+batch,13,194,2.008094549179077,0.0625,nan,0.0
+batch,13,195,2.0192923545837402,0.3125,nan,0.0
+batch,13,196,2.206418991088867,0.1875,nan,0.0
+batch,13,197,1.9998188018798828,0.375,nan,0.0
+batch,13,198,1.880516529083252,0.375,nan,0.0
+batch,13,199,2.246673822402954,0.25,nan,0.0
+batch,13,200,2.0262632369995117,0.25,nan,0.0
+batch,13,201,2.199653387069702,0.1875,nan,0.0
+batch,13,202,1.8809008598327637,0.1875,nan,0.0
+batch,13,203,2.11012864112854,0.375,nan,0.0
+batch,13,204,2.6663742065429688,0.1875,nan,0.0
+batch,13,205,1.8799241781234741,0.25,nan,0.0
+batch,13,206,2.080918073654175,0.25,nan,0.0
+batch,13,207,2.056352376937866,0.25,nan,0.0
+batch,13,208,2.1214346885681152,0.25,nan,0.0
+batch,13,209,2.074845314025879,0.3125,nan,0.0
+batch,13,210,1.82968008518219,0.4375,nan,0.0
+batch,13,211,2.137939214706421,0.25,nan,0.0
+batch,13,212,1.9436842203140259,0.25,nan,0.0
+batch,13,213,1.9325413703918457,0.4375,nan,0.0
+batch,13,214,1.8595428466796875,0.25,nan,0.0
+batch,13,215,2.3968496322631836,0.1875,nan,0.0
+batch,13,216,2.25496506690979,0.1875,nan,0.0
+batch,13,217,2.3124165534973145,0.1875,nan,0.0
+batch,13,218,2.047105312347412,0.25,nan,0.0
+batch,13,219,2.174574851989746,0.3125,nan,0.0
+batch,13,220,2.087463855743408,0.1875,nan,0.0
+batch,13,221,2.1580827236175537,0.25,nan,0.0
+batch,13,222,1.851132869720459,0.375,nan,0.0
+batch,13,223,2.2953410148620605,0.1875,nan,0.0
+batch,13,224,2.282381057739258,0.1875,nan,0.0
+batch,13,225,1.8421952724456787,0.375,nan,0.0
+batch,13,226,2.12103533744812,0.4375,nan,0.0
+batch,13,227,1.9386539459228516,0.3125,nan,0.0
+batch,13,228,1.9094406366348267,0.3125,nan,0.0
+batch,13,229,2.0743002891540527,0.1875,nan,0.0
+batch,13,230,1.9972985982894897,0.4375,nan,0.0
+batch,13,231,2.0878987312316895,0.3125,nan,0.0
+batch,13,232,2.169579267501831,0.125,nan,0.0
+batch,13,233,2.314034938812256,0.375,nan,0.0
+batch,13,234,2.373351812362671,0.25,nan,0.0
+batch,13,235,1.890748381614685,0.5,nan,0.0
+batch,13,236,2.1812686920166016,0.375,nan,0.0
+batch,13,237,2.1675312519073486,0.1875,nan,0.0
+batch,13,238,1.7337350845336914,0.375,nan,0.0
+batch,13,239,2.1232614517211914,0.125,nan,0.0
+batch,13,240,2.232037305831909,0.25,nan,0.0
+batch,13,241,2.6928844451904297,0.0625,nan,0.0
+batch,13,242,2.058262825012207,0.3125,nan,0.0
+batch,13,243,2.4167890548706055,0.1875,nan,0.0
+batch,13,244,2.353083610534668,0.0625,nan,0.0
+batch,13,245,2.265367031097412,0.125,nan,0.0
+batch,13,246,2.0711684226989746,0.375,nan,0.0
+batch,13,247,2.069032907485962,0.375,nan,0.0
+batch,13,248,1.730546474456787,0.4375,nan,0.0
+batch,13,249,1.756354570388794,0.3125,nan,0.0
+batch,13,250,2.2315540313720703,0.1875,nan,0.0
+batch,13,251,2.206073045730591,0.0625,nan,0.0
+batch,13,252,1.8409849405288696,0.375,nan,0.0
+batch,13,253,2.270768880844116,0.1875,nan,0.0
+batch,13,254,2.3537516593933105,0.0,nan,0.0
+batch,13,255,2.181729316711426,0.375,nan,0.0
+batch,13,256,2.27469539642334,0.25,nan,0.0
+batch,13,257,2.1049137115478516,0.5,nan,0.0
+batch,13,258,2.1403822898864746,0.4375,nan,0.0
+batch,13,259,1.7303247451782227,0.3125,nan,0.0
+batch,13,260,2.1843509674072266,0.25,nan,0.0
+batch,13,261,1.8002939224243164,0.4375,nan,0.0
+batch,13,262,1.8301767110824585,0.4375,nan,0.0
+batch,13,263,2.363900661468506,0.125,nan,0.0
+batch,13,264,1.9504292011260986,0.375,nan,0.0
+batch,13,265,1.9610787630081177,0.3125,nan,0.0
+batch,13,266,2.1453423500061035,0.4375,nan,0.0
+batch,13,267,2.192099094390869,0.0625,nan,0.0
+batch,13,268,2.078432559967041,0.125,nan,0.0
+batch,13,269,1.8973225355148315,0.3125,nan,0.0
+batch,13,270,1.9082152843475342,0.375,nan,0.0
+batch,13,271,1.732557773590088,0.4375,nan,0.0
+batch,13,272,1.9782118797302246,0.375,nan,0.0
+batch,13,273,2.1724843978881836,0.375,nan,0.0
+batch,13,274,2.215304374694824,0.25,nan,0.0
+batch,13,275,1.8176981210708618,0.25,nan,0.0
+batch,13,276,1.9257628917694092,0.25,nan,0.0
+batch,13,277,2.5742387771606445,0.1875,nan,0.0
+batch,13,278,2.094127893447876,0.3125,nan,0.0
+batch,13,279,2.316406726837158,0.1875,nan,0.0
+batch,13,280,1.816857099533081,0.3125,nan,0.0
+batch,13,281,2.5660951137542725,0.3125,nan,0.0
+batch,13,282,2.0584568977355957,0.25,nan,0.0
+batch,13,283,2.4246292114257812,0.125,nan,0.0
+batch,13,284,1.9960839748382568,0.1875,nan,0.0
+batch,13,285,1.9890575408935547,0.1875,nan,0.0
+batch,13,286,2.012007236480713,0.1875,nan,0.0
+batch,13,287,1.8098493814468384,0.3125,nan,0.0
+batch,13,288,1.8911426067352295,0.375,nan,0.0
+batch,13,289,2.389254093170166,0.25,nan,0.0
+batch,13,290,1.8642549514770508,0.3125,nan,0.0
+batch,13,291,2.223292112350464,0.1875,nan,0.0
+batch,13,292,2.3468642234802246,0.0625,nan,0.0
+batch,13,293,1.8922176361083984,0.3125,nan,0.0
+batch,13,294,1.6274625062942505,0.4375,nan,0.0
+batch,13,295,1.899574875831604,0.375,nan,0.0
+batch,13,296,2.0838847160339355,0.1875,nan,0.0
+batch,13,297,1.979062795639038,0.3125,nan,0.0
+batch,13,298,2.1526246070861816,0.25,nan,0.0
+batch,13,299,2.2339367866516113,0.0,nan,0.0
+batch,13,300,2.6961092948913574,0.25,nan,0.0
+batch,13,301,2.0133719444274902,0.1875,nan,0.0
+batch,13,302,1.8575620651245117,0.3125,nan,0.0
+batch,13,303,2.1621408462524414,0.125,nan,0.0
+batch,13,304,2.2604081630706787,0.1875,nan,0.0
+batch,13,305,2.362182140350342,0.0625,nan,0.0
+batch,13,306,2.0719406604766846,0.3125,nan,0.0
+batch,13,307,2.165844440460205,0.25,nan,0.0
+batch,13,308,1.7352054119110107,0.4375,nan,0.0
+batch,13,309,2.1451969146728516,0.125,nan,0.0
+batch,13,310,1.8502042293548584,0.375,nan,0.0
+batch,13,311,2.02069354057312,0.1875,nan,0.0
+batch,13,312,1.753430962562561,0.4375,nan,0.0
+batch,13,313,1.9583063125610352,0.25,nan,0.0
+batch,13,314,2.132690668106079,0.3125,nan,0.0
+batch,13,315,2.3543663024902344,0.25,nan,0.0
+batch,13,316,2.46974515914917,0.125,nan,0.0
+batch,13,317,1.6733100414276123,0.375,nan,0.0
+batch,13,318,2.141536235809326,0.1875,nan,0.0
+batch,13,319,1.839271068572998,0.25,nan,0.0
+batch,13,320,2.261314868927002,0.1875,nan,0.0
+batch,13,321,2.0599899291992188,0.25,nan,0.0
+batch,13,322,1.9337905645370483,0.1875,nan,0.0
+batch,13,323,1.8965588808059692,0.3125,nan,0.0
+batch,13,324,2.1550495624542236,0.375,nan,0.0
+batch,13,325,1.7361375093460083,0.375,nan,0.0
+batch,13,326,2.0567626953125,0.25,nan,0.0
+batch,13,327,2.1095621585845947,0.375,nan,0.0
+batch,13,328,2.0366034507751465,0.25,nan,0.0
+batch,13,329,2.0122711658477783,0.5,nan,0.0
+batch,13,330,2.0830769538879395,0.3125,nan,0.0
+batch,13,331,2.146688938140869,0.125,nan,0.0
+batch,13,332,1.993363380432129,0.4375,nan,0.0
+batch,13,333,1.7874550819396973,0.375,nan,0.0
+batch,13,334,1.8177640438079834,0.25,nan,0.0
+batch,13,335,1.880339503288269,0.4375,nan,0.0
+batch,13,336,2.1321861743927,0.5,nan,0.0
+batch,13,337,2.255732536315918,0.25,nan,0.0
+batch,13,338,2.10280179977417,0.1875,nan,0.0
+batch,13,339,1.9487419128417969,0.1875,nan,0.0
+batch,13,340,2.161770820617676,0.25,nan,0.0
+batch,13,341,1.801053524017334,0.4375,nan,0.0
+batch,13,342,2.367008924484253,0.1875,nan,0.0
+batch,13,343,2.052490711212158,0.4375,nan,0.0
+batch,13,344,2.1268248558044434,0.25,nan,0.0
+batch,13,345,2.5217370986938477,0.125,nan,0.0
+batch,13,346,1.712165117263794,0.375,nan,0.0
+batch,13,347,1.8730409145355225,0.25,nan,0.0
+batch,13,348,1.7437307834625244,0.4375,nan,0.0
+batch,13,349,2.388339042663574,0.0625,nan,0.0
+batch,13,350,2.4900856018066406,0.0625,nan,0.0
+batch,13,351,2.0114269256591797,0.3125,nan,0.0
+batch,13,352,2.1576039791107178,0.25,nan,0.0
+batch,13,353,2.01149845123291,0.4375,nan,0.0
+batch,13,354,2.124422073364258,0.25,nan,0.0
+batch,13,355,1.9326540231704712,0.375,nan,0.0
+batch,13,356,1.9955986738204956,0.375,nan,0.0
+batch,13,357,2.386960983276367,0.1875,nan,0.0
+batch,13,358,2.1571097373962402,0.25,nan,0.0
+batch,13,359,2.0410568714141846,0.1875,nan,0.0
+batch,13,360,2.0029754638671875,0.25,nan,0.0
+batch,13,361,2.0477700233459473,0.375,nan,0.0
+batch,13,362,2.382020950317383,0.125,nan,0.0
+batch,13,363,2.3469653129577637,0.1875,nan,0.0
+batch,13,364,2.1268155574798584,0.3125,nan,0.0
+batch,13,365,2.0027964115142822,0.3125,nan,0.0
+batch,13,366,2.086456537246704,0.3125,nan,0.0
+batch,13,367,2.202139377593994,0.125,nan,0.0
+batch,13,368,2.3500146865844727,0.1875,nan,0.0
+batch,13,369,2.0320396423339844,0.25,nan,0.0
+batch,13,370,2.4755516052246094,0.3125,nan,0.0
+batch,13,371,2.0199904441833496,0.3125,nan,0.0
+batch,13,372,2.1907663345336914,0.1875,nan,0.0
+batch,13,373,2.0303139686584473,0.3125,nan,0.0
+batch,13,374,2.0799551010131836,0.25,nan,0.0
+batch,13,375,2.2592175006866455,0.3125,nan,0.0
+batch,13,376,2.244051456451416,0.1875,nan,0.0
+batch,13,377,2.3272571563720703,0.1875,nan,0.0
+batch,13,378,2.021911382675171,0.3125,nan,0.0
+batch,13,379,1.8646645545959473,0.3125,nan,0.0
+batch,13,380,2.012722969055176,0.375,nan,0.0
+batch,13,381,2.1768267154693604,0.125,nan,0.0
+batch,13,382,1.8026522397994995,0.4375,nan,0.0
+batch,13,383,2.0127084255218506,0.1875,nan,0.0
+batch,13,384,1.944200873374939,0.1875,nan,0.0
+batch,13,385,2.2837116718292236,0.125,nan,0.0
+batch,13,386,1.8881957530975342,0.3125,nan,0.0
+batch,13,387,2.1547205448150635,0.1875,nan,0.0
+batch,13,388,2.379765748977661,0.1875,nan,0.0
+batch,13,389,1.9436036348342896,0.4375,nan,0.0
+batch,13,390,2.4486372470855713,0.3125,nan,0.0
+batch,13,391,2.4010672569274902,0.1875,nan,0.0
+batch,13,392,2.3717970848083496,0.3125,nan,0.0
+batch,13,393,1.7495884895324707,0.4375,nan,0.0
+batch,13,394,1.7619935274124146,0.5,nan,0.0
+batch,13,395,1.8764464855194092,0.375,nan,0.0
+batch,13,396,1.8134572505950928,0.375,nan,0.0
+batch,13,397,1.8450170755386353,0.5,nan,0.0
+batch,13,398,2.090238571166992,0.0625,nan,0.0
+batch,13,399,2.1415576934814453,0.3125,nan,0.0
+batch,13,400,1.8495862483978271,0.5,nan,0.0
+batch,13,401,2.2941908836364746,0.125,nan,0.0
+batch,13,402,2.2444283962249756,0.25,nan,0.0
+batch,13,403,2.105698823928833,0.1875,nan,0.0
+batch,13,404,1.913528323173523,0.3125,nan,0.0
+batch,13,405,2.0870728492736816,0.3125,nan,0.0
+batch,13,406,2.226628303527832,0.0625,nan,0.0
+batch,13,407,2.0012996196746826,0.3125,nan,0.0
+batch,13,408,1.863756775856018,0.375,nan,0.0
+batch,13,409,2.008419990539551,0.25,nan,0.0
+batch,13,410,1.8116029500961304,0.375,nan,0.0
+batch,13,411,1.9097777605056763,0.5,nan,0.0
+batch,13,412,1.8264825344085693,0.25,nan,0.0
+batch,13,413,2.2276697158813477,0.3125,nan,0.0
+batch,13,414,2.2971272468566895,0.375,nan,0.0
+batch,13,415,2.2341768741607666,0.1875,nan,0.0
+batch,13,416,2.0995421409606934,0.125,nan,0.0
+batch,13,417,2.273280143737793,0.1875,nan,0.0
+batch,13,418,1.9695103168487549,0.3125,nan,0.0
+batch,13,419,1.8646376132965088,0.375,nan,0.0
+batch,13,420,2.111100673675537,0.1875,nan,0.0
+batch,13,421,2.0697808265686035,0.375,nan,0.0
+batch,13,422,2.2082064151763916,0.3125,nan,0.0
+batch,13,423,2.639045238494873,0.1875,nan,0.0
+batch,13,424,1.6702156066894531,0.5,nan,0.0
+batch,13,425,2.1239495277404785,0.3125,nan,0.0
+batch,13,426,1.721193790435791,0.25,nan,0.0
+batch,13,427,2.0519981384277344,0.3125,nan,0.0
+batch,13,428,1.6473864316940308,0.375,nan,0.0
+batch,13,429,2.0314576625823975,0.25,nan,0.0
+batch,13,430,2.442582845687866,0.1875,nan,0.0
+batch,13,431,2.159996509552002,0.375,nan,0.0
+batch,13,432,2.1963911056518555,0.25,nan,0.0
+batch,13,433,1.874396800994873,0.4375,nan,0.0
+batch,13,434,2.2682080268859863,0.25,nan,0.0
+batch,13,435,2.183898448944092,0.1875,nan,0.0
+batch,13,436,2.429368495941162,0.125,nan,0.0
+batch,13,437,1.8616607189178467,0.375,nan,0.0
+batch,13,438,2.0923445224761963,0.25,nan,0.0
+batch,13,439,2.49057674407959,0.125,nan,0.0
+batch,13,440,2.556516408920288,0.1875,nan,0.0
+batch,13,441,2.0645182132720947,0.3125,nan,0.0
+batch,13,442,2.0491976737976074,0.3125,nan,0.0
+batch,13,443,1.9066905975341797,0.3125,nan,0.0
+batch,13,444,2.207345724105835,0.125,nan,0.0
+batch,13,445,2.5600626468658447,0.25,nan,0.0
+batch,13,446,2.295362949371338,0.125,nan,0.0
+batch,13,447,2.1499130725860596,0.125,nan,0.0
+batch,13,448,1.9537715911865234,0.3125,nan,0.0
+batch,13,449,2.1264705657958984,0.3125,nan,0.0
+batch,13,450,2.2553627490997314,0.25,nan,0.0
+batch,13,451,1.9734885692596436,0.125,nan,0.0
+batch,13,452,1.6255546808242798,0.3125,nan,0.0
+batch,13,453,2.032435894012451,0.375,nan,0.0
+batch,13,454,2.0567259788513184,0.3125,nan,0.0
+batch,13,455,1.9037542343139648,0.3125,nan,0.0
+batch,13,456,2.2669217586517334,0.1875,nan,0.0
+batch,13,457,2.1166067123413086,0.3125,nan,0.0
+batch,13,458,2.2239155769348145,0.1875,nan,0.0
+batch,13,459,2.1755495071411133,0.3125,nan,0.0
+batch,13,460,1.899531364440918,0.375,nan,0.0
+batch,13,461,2.3538739681243896,0.125,nan,0.0
+batch,13,462,2.2330403327941895,0.1875,nan,0.0
+batch,13,463,2.346123695373535,0.125,nan,0.0
+batch,13,464,2.1755621433258057,0.1875,nan,0.0
+batch,13,465,2.380262613296509,0.125,nan,0.0
+batch,13,466,2.023338556289673,0.4375,nan,0.0
+batch,13,467,2.3739736080169678,0.1875,nan,0.0
+batch,13,468,2.4528207778930664,0.25,nan,0.0
+batch,13,469,2.6907567977905273,0.1875,nan,0.0
+batch,13,470,1.9706729650497437,0.5,nan,0.0
+batch,13,471,2.346186399459839,0.125,nan,0.0
+batch,13,472,2.3111677169799805,0.125,nan,0.0
+batch,13,473,1.8742287158966064,0.125,nan,0.0
+batch,13,474,2.338397741317749,0.125,nan,0.0
+batch,13,475,2.099170684814453,0.3125,nan,0.0
+batch,13,476,1.9625444412231445,0.375,nan,0.0
+batch,13,477,2.050067901611328,0.375,nan,0.0
+batch,13,478,2.2047271728515625,0.1875,nan,0.0
+batch,13,479,1.6758766174316406,0.5,nan,0.0
+batch,13,480,2.1389122009277344,0.25,nan,0.0
+batch,13,481,2.0791749954223633,0.25,nan,0.0
+batch,13,482,2.219707489013672,0.3125,nan,0.0
+batch,13,483,2.447112560272217,0.1875,nan,0.0
+batch,13,484,2.0442304611206055,0.375,nan,0.0
+batch,13,485,1.9552853107452393,0.3125,nan,0.0
+batch,13,486,1.8119548559188843,0.3125,nan,0.0
+batch,13,487,2.2335097789764404,0.3125,nan,0.0
+batch,13,488,1.987417459487915,0.3125,nan,0.0
+batch,13,489,2.2986807823181152,0.1875,nan,0.0
+batch,13,490,2.334278106689453,0.1875,nan,0.0
+batch,13,491,1.8854997158050537,0.375,nan,0.0
+batch,13,492,2.1571826934814453,0.25,nan,0.0
+batch,13,493,2.400017261505127,0.125,nan,0.0
+batch,13,494,1.964935541152954,0.1875,nan,0.0
+batch,13,495,2.5468599796295166,0.125,nan,0.0
+batch,13,496,2.48887038230896,0.3125,nan,0.0
+batch,13,497,2.1462388038635254,0.3125,nan,0.0
+batch,13,498,2.011601448059082,0.3125,nan,0.0
+batch,13,499,1.9193001985549927,0.3125,nan,0.0
+batch,13,500,2.1713974475860596,0.1875,nan,0.0
+batch,13,501,2.8258056640625,0.0625,nan,0.0
+batch,13,502,2.1494898796081543,0.0625,nan,0.0
+batch,13,503,2.05806303024292,0.1875,nan,0.0
+batch,13,504,2.140349864959717,0.375,nan,0.0
+batch,13,505,2.1994450092315674,0.25,nan,0.0
+batch,13,506,1.936227560043335,0.3125,nan,0.0
+batch,13,507,2.5859875679016113,0.0,nan,0.0
+batch,13,508,2.063246250152588,0.25,nan,0.0
+batch,13,509,1.719279170036316,0.5,nan,0.0
+epoch,13,-1,2.0866931716620543,0.27807748896517903,nan,61.197115421295166
+batch,14,0,2.2679028511047363,0.1875,nan,0.0
+batch,14,1,1.8026384115219116,0.25,nan,0.0
+batch,14,2,1.9181138277053833,0.5,nan,0.0
+batch,14,3,2.1728720664978027,0.1875,nan,0.0
+batch,14,4,1.8776037693023682,0.5,nan,0.0
+batch,14,5,2.0023982524871826,0.125,nan,0.0
+batch,14,6,1.8296362161636353,0.4375,nan,0.0
+batch,14,7,2.1497464179992676,0.3125,nan,0.0
+batch,14,8,2.3259878158569336,0.125,nan,0.0
+batch,14,9,2.144667148590088,0.1875,nan,0.0
+batch,14,10,1.938543677330017,0.25,nan,0.0
+batch,14,11,2.2478346824645996,0.3125,nan,0.0
+batch,14,12,1.7772470712661743,0.5,nan,0.0
+batch,14,13,1.6502642631530762,0.5,nan,0.0
+batch,14,14,2.2475855350494385,0.25,nan,0.0
+batch,14,15,2.1588456630706787,0.3125,nan,0.0
+batch,14,16,2.1395211219787598,0.1875,nan,0.0
+batch,14,17,1.937359094619751,0.25,nan,0.0
+batch,14,18,2.186913251876831,0.1875,nan,0.0
+batch,14,19,2.0128395557403564,0.25,nan,0.0
+batch,14,20,1.7621479034423828,0.1875,nan,0.0
+batch,14,21,1.827469825744629,0.375,nan,0.0
+batch,14,22,1.7620183229446411,0.25,nan,0.0
+batch,14,23,1.8908650875091553,0.375,nan,0.0
+batch,14,24,1.5455204248428345,0.4375,nan,0.0
+batch,14,25,2.231350898742676,0.1875,nan,0.0
+batch,14,26,1.9749903678894043,0.1875,nan,0.0
+batch,14,27,1.70149827003479,0.3125,nan,0.0
+batch,14,28,1.8803116083145142,0.4375,nan,0.0
+batch,14,29,1.994430661201477,0.125,nan,0.0
+batch,14,30,2.487090587615967,0.1875,nan,0.0
+batch,14,31,1.9893970489501953,0.3125,nan,0.0
+batch,14,32,1.8416868448257446,0.375,nan,0.0
+batch,14,33,2.277431011199951,0.375,nan,0.0
+batch,14,34,1.8516616821289062,0.375,nan,0.0
+batch,14,35,2.289639711380005,0.125,nan,0.0
+batch,14,36,1.8631954193115234,0.375,nan,0.0
+batch,14,37,1.8822872638702393,0.5,nan,0.0
+batch,14,38,1.9219446182250977,0.25,nan,0.0
+batch,14,39,2.1272594928741455,0.25,nan,0.0
+batch,14,40,2.5313615798950195,0.125,nan,0.0
+batch,14,41,1.7864389419555664,0.3125,nan,0.0
+batch,14,42,2.3236851692199707,0.375,nan,0.0
+batch,14,43,2.1815710067749023,0.1875,nan,0.0
+batch,14,44,2.462678909301758,0.125,nan,0.0
+batch,14,45,1.980916976928711,0.3125,nan,0.0
+batch,14,46,2.2841637134552,0.1875,nan,0.0
+batch,14,47,2.1665198802948,0.3125,nan,0.0
+batch,14,48,1.990290641784668,0.1875,nan,0.0
+batch,14,49,1.7321118116378784,0.4375,nan,0.0
+batch,14,50,2.018095016479492,0.1875,nan,0.0
+batch,14,51,2.346553325653076,0.1875,nan,0.0
+batch,14,52,2.1593289375305176,0.1875,nan,0.0
+batch,14,53,1.9460006952285767,0.3125,nan,0.0
+batch,14,54,2.1225030422210693,0.375,nan,0.0
+batch,14,55,2.379751205444336,0.125,nan,0.0
+batch,14,56,1.9964582920074463,0.1875,nan,0.0
+batch,14,57,2.1220364570617676,0.0625,nan,0.0
+batch,14,58,1.884641170501709,0.4375,nan,0.0
+batch,14,59,2.179222583770752,0.1875,nan,0.0
+batch,14,60,2.0225014686584473,0.375,nan,0.0
+batch,14,61,1.998880386352539,0.25,nan,0.0
+batch,14,62,2.1546173095703125,0.3125,nan,0.0
+batch,14,63,2.4221432209014893,0.125,nan,0.0
+batch,14,64,1.9587733745574951,0.1875,nan,0.0
+batch,14,65,2.6201906204223633,0.25,nan,0.0
+batch,14,66,1.5332574844360352,0.5625,nan,0.0
+batch,14,67,1.6743533611297607,0.4375,nan,0.0
+batch,14,68,1.86525559425354,0.375,nan,0.0
+batch,14,69,1.7206499576568604,0.3125,nan,0.0
+batch,14,70,1.810146450996399,0.375,nan,0.0
+batch,14,71,1.6166661977767944,0.4375,nan,0.0
+batch,14,72,2.2860469818115234,0.125,nan,0.0
+batch,14,73,1.8127527236938477,0.625,nan,0.0
+batch,14,74,2.0431156158447266,0.3125,nan,0.0
+batch,14,75,2.048243999481201,0.3125,nan,0.0
+batch,14,76,2.0826728343963623,0.25,nan,0.0
+batch,14,77,2.263126850128174,0.25,nan,0.0
+batch,14,78,1.9745588302612305,0.1875,nan,0.0
+batch,14,79,2.284397602081299,0.25,nan,0.0
+batch,14,80,1.6371521949768066,0.4375,nan,0.0
+batch,14,81,1.8568832874298096,0.25,nan,0.0
+batch,14,82,2.134704113006592,0.3125,nan,0.0
+batch,14,83,1.8815624713897705,0.375,nan,0.0
+batch,14,84,1.8968292474746704,0.1875,nan,0.0
+batch,14,85,1.9686059951782227,0.3125,nan,0.0
+batch,14,86,1.887117624282837,0.1875,nan,0.0
+batch,14,87,2.133864641189575,0.1875,nan,0.0
+batch,14,88,1.7875816822052002,0.375,nan,0.0
+batch,14,89,2.0535035133361816,0.25,nan,0.0
+batch,14,90,1.8860647678375244,0.3125,nan,0.0
+batch,14,91,2.2661759853363037,0.125,nan,0.0
+batch,14,92,2.1912777423858643,0.125,nan,0.0
+batch,14,93,1.7331585884094238,0.4375,nan,0.0
+batch,14,94,2.0439794063568115,0.3125,nan,0.0
+batch,14,95,2.019946813583374,0.25,nan,0.0
+batch,14,96,2.2491042613983154,0.125,nan,0.0
+batch,14,97,1.8546137809753418,0.4375,nan,0.0
+batch,14,98,2.436833143234253,0.1875,nan,0.0
+batch,14,99,2.434145212173462,0.0625,nan,0.0
+batch,14,100,2.1344361305236816,0.1875,nan,0.0
+batch,14,101,1.8402631282806396,0.25,nan,0.0
+batch,14,102,1.8349665403366089,0.5,nan,0.0
+batch,14,103,1.8930063247680664,0.375,nan,0.0
+batch,14,104,1.867386817932129,0.25,nan,0.0
+batch,14,105,1.7411749362945557,0.4375,nan,0.0
+batch,14,106,2.2431278228759766,0.125,nan,0.0
+batch,14,107,2.398261070251465,0.1875,nan,0.0
+batch,14,108,2.126647710800171,0.1875,nan,0.0
+batch,14,109,2.135965585708618,0.1875,nan,0.0
+batch,14,110,2.0703141689300537,0.1875,nan,0.0
+batch,14,111,2.272426128387451,0.3125,nan,0.0
+batch,14,112,2.202629804611206,0.25,nan,0.0
+batch,14,113,2.026855230331421,0.25,nan,0.0
+batch,14,114,2.247910499572754,0.25,nan,0.0
+batch,14,115,2.224792718887329,0.1875,nan,0.0
+batch,14,116,2.0325353145599365,0.3125,nan,0.0
+batch,14,117,2.230649948120117,0.1875,nan,0.0
+batch,14,118,1.890334129333496,0.3125,nan,0.0
+batch,14,119,2.254544734954834,0.125,nan,0.0
+batch,14,120,2.3517203330993652,0.1875,nan,0.0
+batch,14,121,1.903752326965332,0.3125,nan,0.0
+batch,14,122,1.746521234512329,0.5625,nan,0.0
+batch,14,123,2.0521798133850098,0.375,nan,0.0
+batch,14,124,1.7079311609268188,0.375,nan,0.0
+batch,14,125,1.7924964427947998,0.4375,nan,0.0
+batch,14,126,2.240708112716675,0.25,nan,0.0
+batch,14,127,2.117248058319092,0.25,nan,0.0
+batch,14,128,1.8324599266052246,0.3125,nan,0.0
+batch,14,129,2.5750081539154053,0.3125,nan,0.0
+batch,14,130,1.88060462474823,0.4375,nan,0.0
+batch,14,131,2.297658681869507,0.375,nan,0.0
+batch,14,132,2.2055623531341553,0.125,nan,0.0
+batch,14,133,1.7804752588272095,0.4375,nan,0.0
+batch,14,134,2.414257526397705,0.1875,nan,0.0
+batch,14,135,2.517449140548706,0.1875,nan,0.0
+batch,14,136,1.9338809251785278,0.25,nan,0.0
+batch,14,137,2.4643566608428955,0.25,nan,0.0
+batch,14,138,2.208059787750244,0.3125,nan,0.0
+batch,14,139,2.1873412132263184,0.3125,nan,0.0
+batch,14,140,2.10087513923645,0.4375,nan,0.0
+batch,14,141,2.0711522102355957,0.4375,nan,0.0
+batch,14,142,2.005558967590332,0.1875,nan,0.0
+batch,14,143,2.1531739234924316,0.1875,nan,0.0
+batch,14,144,1.9370100498199463,0.375,nan,0.0
+batch,14,145,1.7055156230926514,0.5,nan,0.0
+batch,14,146,2.165433883666992,0.3125,nan,0.0
+batch,14,147,1.8610072135925293,0.4375,nan,0.0
+batch,14,148,2.004654884338379,0.1875,nan,0.0
+batch,14,149,2.056326389312744,0.375,nan,0.0
+batch,14,150,1.995469093322754,0.125,nan,0.0
+batch,14,151,2.0062015056610107,0.4375,nan,0.0
+batch,14,152,2.0743231773376465,0.25,nan,0.0
+batch,14,153,1.938589334487915,0.3125,nan,0.0
+batch,14,154,2.0276947021484375,0.0625,nan,0.0
+batch,14,155,2.349398136138916,0.1875,nan,0.0
+batch,14,156,1.83562433719635,0.3125,nan,0.0
+batch,14,157,2.136305570602417,0.4375,nan,0.0
+batch,14,158,2.1107258796691895,0.1875,nan,0.0
+batch,14,159,1.9751938581466675,0.1875,nan,0.0
+batch,14,160,2.0876753330230713,0.1875,nan,0.0
+batch,14,161,2.1333141326904297,0.3125,nan,0.0
+batch,14,162,2.3461196422576904,0.125,nan,0.0
+batch,14,163,2.0762908458709717,0.25,nan,0.0
+batch,14,164,1.788261890411377,0.4375,nan,0.0
+batch,14,165,1.9167613983154297,0.3125,nan,0.0
+batch,14,166,1.8930429220199585,0.5,nan,0.0
+batch,14,167,2.273118734359741,0.0625,nan,0.0
+batch,14,168,2.3009212017059326,0.3125,nan,0.0
+batch,14,169,1.9351139068603516,0.375,nan,0.0
+batch,14,170,2.4164676666259766,0.1875,nan,0.0
+batch,14,171,1.8435401916503906,0.3125,nan,0.0
+batch,14,172,2.1807761192321777,0.125,nan,0.0
+batch,14,173,2.275402545928955,0.4375,nan,0.0
+batch,14,174,2.364806890487671,0.25,nan,0.0
+batch,14,175,1.900356650352478,0.5625,nan,0.0
+batch,14,176,2.2237651348114014,0.25,nan,0.0
+batch,14,177,2.099545478820801,0.25,nan,0.0
+batch,14,178,2.1249165534973145,0.3125,nan,0.0
+batch,14,179,1.6705896854400635,0.4375,nan,0.0
+batch,14,180,2.06984281539917,0.1875,nan,0.0
+batch,14,181,2.095815658569336,0.3125,nan,0.0
+batch,14,182,2.3700523376464844,0.1875,nan,0.0
+batch,14,183,2.0912790298461914,0.375,nan,0.0
+batch,14,184,2.4313759803771973,0.1875,nan,0.0
+batch,14,185,2.1108338832855225,0.25,nan,0.0
+batch,14,186,2.331021308898926,0.0625,nan,0.0
+batch,14,187,2.064866781234741,0.375,nan,0.0
+batch,14,188,1.9202066659927368,0.3125,nan,0.0
+batch,14,189,2.052218437194824,0.25,nan,0.0
+batch,14,190,2.061553955078125,0.1875,nan,0.0
+batch,14,191,2.1705994606018066,0.3125,nan,0.0
+batch,14,192,2.1203672885894775,0.3125,nan,0.0
+batch,14,193,2.6808743476867676,0.1875,nan,0.0
+batch,14,194,1.9830639362335205,0.1875,nan,0.0
+batch,14,195,1.982452630996704,0.375,nan,0.0
+batch,14,196,2.3076117038726807,0.125,nan,0.0
+batch,14,197,2.322746753692627,0.1875,nan,0.0
+batch,14,198,2.134565830230713,0.3125,nan,0.0
+batch,14,199,1.8861608505249023,0.25,nan,0.0
+batch,14,200,2.0429582595825195,0.375,nan,0.0
+batch,14,201,1.9326406717300415,0.3125,nan,0.0
+batch,14,202,2.386371612548828,0.25,nan,0.0
+batch,14,203,2.701448917388916,0.25,nan,0.0
+batch,14,204,1.9264516830444336,0.3125,nan,0.0
+batch,14,205,2.106724739074707,0.1875,nan,0.0
+batch,14,206,2.1014695167541504,0.25,nan,0.0
+batch,14,207,2.4653868675231934,0.3125,nan,0.0
+batch,14,208,1.8561450242996216,0.375,nan,0.0
+batch,14,209,1.8786766529083252,0.375,nan,0.0
+batch,14,210,2.078418254852295,0.375,nan,0.0
+batch,14,211,1.8907753229141235,0.3125,nan,0.0
+batch,14,212,1.9158854484558105,0.3125,nan,0.0
+batch,14,213,2.1254684925079346,0.25,nan,0.0
+batch,14,214,2.2200238704681396,0.25,nan,0.0
+batch,14,215,1.7601627111434937,0.4375,nan,0.0
+batch,14,216,2.1412158012390137,0.1875,nan,0.0
+batch,14,217,1.9247586727142334,0.375,nan,0.0
+batch,14,218,2.124793767929077,0.3125,nan,0.0
+batch,14,219,2.494173288345337,0.125,nan,0.0
+batch,14,220,2.3290915489196777,0.1875,nan,0.0
+batch,14,221,1.9440501928329468,0.25,nan,0.0
+batch,14,222,2.1112756729125977,0.1875,nan,0.0
+batch,14,223,2.378676176071167,0.375,nan,0.0
+batch,14,224,2.608552932739258,0.0625,nan,0.0
+batch,14,225,2.250153064727783,0.25,nan,0.0
+batch,14,226,1.865973949432373,0.375,nan,0.0
+batch,14,227,2.1904451847076416,0.4375,nan,0.0
+batch,14,228,2.240464448928833,0.3125,nan,0.0
+batch,14,229,2.153897285461426,0.125,nan,0.0
+batch,14,230,1.851442575454712,0.1875,nan,0.0
+batch,14,231,2.062045097351074,0.3125,nan,0.0
+batch,14,232,1.8812427520751953,0.3125,nan,0.0
+batch,14,233,2.2501227855682373,0.25,nan,0.0
+batch,14,234,2.2171709537506104,0.1875,nan,0.0
+batch,14,235,1.6229634284973145,0.5625,nan,0.0
+batch,14,236,2.2378287315368652,0.1875,nan,0.0
+batch,14,237,2.199798107147217,0.1875,nan,0.0
+batch,14,238,1.924820899963379,0.375,nan,0.0
+batch,14,239,1.9979491233825684,0.5,nan,0.0
+batch,14,240,1.8661606311798096,0.4375,nan,0.0
+batch,14,241,2.4334239959716797,0.25,nan,0.0
+batch,14,242,1.7597780227661133,0.5,nan,0.0
+batch,14,243,2.0390491485595703,0.375,nan,0.0
+batch,14,244,1.8614455461502075,0.3125,nan,0.0
+batch,14,245,1.98992121219635,0.3125,nan,0.0
+batch,14,246,2.1924448013305664,0.25,nan,0.0
+batch,14,247,2.415860891342163,0.25,nan,0.0
+batch,14,248,1.9553892612457275,0.3125,nan,0.0
+batch,14,249,2.0279603004455566,0.3125,nan,0.0
+batch,14,250,2.286694288253784,0.25,nan,0.0
+batch,14,251,2.1374402046203613,0.1875,nan,0.0
+batch,14,252,2.0814085006713867,0.25,nan,0.0
+batch,14,253,1.7015392780303955,0.375,nan,0.0
+batch,14,254,2.348590850830078,0.125,nan,0.0
+batch,14,255,2.174382209777832,0.3125,nan,0.0
+batch,14,256,2.270185947418213,0.0625,nan,0.0
+batch,14,257,2.3462259769439697,0.1875,nan,0.0
+batch,14,258,1.810867428779602,0.25,nan,0.0
+batch,14,259,1.917689561843872,0.375,nan,0.0
+batch,14,260,1.808319091796875,0.4375,nan,0.0
+batch,14,261,2.2097878456115723,0.25,nan,0.0
+batch,14,262,1.8783316612243652,0.4375,nan,0.0
+batch,14,263,2.3359017372131348,0.125,nan,0.0
+batch,14,264,2.261326551437378,0.1875,nan,0.0
+batch,14,265,2.107255458831787,0.3125,nan,0.0
+batch,14,266,2.2468643188476562,0.0625,nan,0.0
+batch,14,267,2.2244577407836914,0.3125,nan,0.0
+batch,14,268,2.1489195823669434,0.25,nan,0.0
+batch,14,269,1.8882662057876587,0.3125,nan,0.0
+batch,14,270,2.220280885696411,0.1875,nan,0.0
+batch,14,271,2.139120101928711,0.3125,nan,0.0
+batch,14,272,1.8987884521484375,0.375,nan,0.0
+batch,14,273,1.8070756196975708,0.25,nan,0.0
+batch,14,274,2.2785072326660156,0.0625,nan,0.0
+batch,14,275,1.7413160800933838,0.375,nan,0.0
+batch,14,276,2.01939058303833,0.25,nan,0.0
+batch,14,277,2.1398048400878906,0.25,nan,0.0
+batch,14,278,2.1113345623016357,0.25,nan,0.0
+batch,14,279,2.1031360626220703,0.375,nan,0.0
+batch,14,280,2.0500648021698,0.3125,nan,0.0
+batch,14,281,2.3261067867279053,0.1875,nan,0.0
+batch,14,282,1.7770049571990967,0.3125,nan,0.0
+batch,14,283,2.371680736541748,0.25,nan,0.0
+batch,14,284,1.8607592582702637,0.375,nan,0.0
+batch,14,285,2.2409260272979736,0.1875,nan,0.0
+batch,14,286,2.296030044555664,0.25,nan,0.0
+batch,14,287,2.278348922729492,0.25,nan,0.0
+batch,14,288,1.990257978439331,0.3125,nan,0.0
+batch,14,289,1.731844186782837,0.375,nan,0.0
+batch,14,290,2.092312812805176,0.375,nan,0.0
+batch,14,291,2.0273427963256836,0.25,nan,0.0
+batch,14,292,2.0833182334899902,0.3125,nan,0.0
+batch,14,293,1.9483754634857178,0.375,nan,0.0
+batch,14,294,2.268650770187378,0.25,nan,0.0
+batch,14,295,2.4199557304382324,0.25,nan,0.0
+batch,14,296,2.1629672050476074,0.1875,nan,0.0
+batch,14,297,1.7836216688156128,0.4375,nan,0.0
+batch,14,298,2.0090579986572266,0.3125,nan,0.0
+batch,14,299,2.4293670654296875,0.0625,nan,0.0
+batch,14,300,2.237548828125,0.25,nan,0.0
+batch,14,301,1.9926440715789795,0.3125,nan,0.0
+batch,14,302,2.2122530937194824,0.1875,nan,0.0
+batch,14,303,1.6528260707855225,0.4375,nan,0.0
+batch,14,304,2.173030138015747,0.375,nan,0.0
+batch,14,305,1.969058632850647,0.3125,nan,0.0
+batch,14,306,1.9109559059143066,0.4375,nan,0.0
+batch,14,307,2.0773777961730957,0.0625,nan,0.0
+batch,14,308,1.7919625043869019,0.4375,nan,0.0
+batch,14,309,2.1238396167755127,0.25,nan,0.0
+batch,14,310,1.941550850868225,0.3125,nan,0.0
+batch,14,311,1.7758400440216064,0.375,nan,0.0
+batch,14,312,1.5318642854690552,0.625,nan,0.0
+batch,14,313,2.1949024200439453,0.3125,nan,0.0
+batch,14,314,1.9581291675567627,0.3125,nan,0.0
+batch,14,315,2.4561383724212646,0.0625,nan,0.0
+batch,14,316,2.120213031768799,0.125,nan,0.0
+batch,14,317,2.2960124015808105,0.25,nan,0.0
+batch,14,318,1.7757587432861328,0.25,nan,0.0
+batch,14,319,1.8186867237091064,0.375,nan,0.0
+batch,14,320,2.300605535507202,0.375,nan,0.0
+batch,14,321,1.996617078781128,0.5,nan,0.0
+batch,14,322,1.6987769603729248,0.4375,nan,0.0
+batch,14,323,2.216099739074707,0.125,nan,0.0
+batch,14,324,2.0377767086029053,0.375,nan,0.0
+batch,14,325,2.220428943634033,0.25,nan,0.0
+batch,14,326,2.169968605041504,0.3125,nan,0.0
+batch,14,327,1.8782696723937988,0.375,nan,0.0
+batch,14,328,2.4422712326049805,0.3125,nan,0.0
+batch,14,329,1.7207274436950684,0.3125,nan,0.0
+batch,14,330,1.6429927349090576,0.5625,nan,0.0
+batch,14,331,1.561051607131958,0.5,nan,0.0
+batch,14,332,1.9144891500473022,0.1875,nan,0.0
+batch,14,333,2.004995822906494,0.25,nan,0.0
+batch,14,334,2.035978317260742,0.25,nan,0.0
+batch,14,335,1.9834610223770142,0.25,nan,0.0
+batch,14,336,2.018401622772217,0.4375,nan,0.0
+batch,14,337,1.9545214176177979,0.375,nan,0.0
+batch,14,338,1.9742125272750854,0.25,nan,0.0
+batch,14,339,2.1917691230773926,0.375,nan,0.0
+batch,14,340,2.0311806201934814,0.4375,nan,0.0
+batch,14,341,2.012641191482544,0.3125,nan,0.0
+batch,14,342,2.099855661392212,0.125,nan,0.0
+batch,14,343,2.6138129234313965,0.0625,nan,0.0
+batch,14,344,2.1901042461395264,0.1875,nan,0.0
+batch,14,345,2.428886651992798,0.25,nan,0.0
+batch,14,346,2.3469934463500977,0.125,nan,0.0
+batch,14,347,2.092090129852295,0.3125,nan,0.0
+batch,14,348,1.7525970935821533,0.4375,nan,0.0
+batch,14,349,2.127049446105957,0.25,nan,0.0
+batch,14,350,2.3302998542785645,0.0625,nan,0.0
+batch,14,351,2.1065707206726074,0.125,nan,0.0
+batch,14,352,1.9909679889678955,0.375,nan,0.0
+batch,14,353,1.7760850191116333,0.5,nan,0.0
+batch,14,354,2.2530465126037598,0.25,nan,0.0
+batch,14,355,1.9072270393371582,0.375,nan,0.0
+batch,14,356,1.8298397064208984,0.25,nan,0.0
+batch,14,357,2.290463447570801,0.3125,nan,0.0
+batch,14,358,1.8176133632659912,0.1875,nan,0.0
+batch,14,359,1.9619563817977905,0.3125,nan,0.0
+batch,14,360,2.178678035736084,0.125,nan,0.0
+batch,14,361,1.7743734121322632,0.375,nan,0.0
+batch,14,362,2.462252616882324,0.125,nan,0.0
+batch,14,363,2.490212917327881,0.1875,nan,0.0
+batch,14,364,2.286564588546753,0.25,nan,0.0
+batch,14,365,2.0536203384399414,0.5,nan,0.0
+batch,14,366,2.4268798828125,0.1875,nan,0.0
+batch,14,367,1.5362558364868164,0.5625,nan,0.0
+batch,14,368,2.0641112327575684,0.125,nan,0.0
+batch,14,369,1.9248623847961426,0.25,nan,0.0
+batch,14,370,1.79694664478302,0.4375,nan,0.0
+batch,14,371,2.050732135772705,0.3125,nan,0.0
+batch,14,372,1.6745070219039917,0.375,nan,0.0
+batch,14,373,1.774899959564209,0.375,nan,0.0
+batch,14,374,1.7190132141113281,0.4375,nan,0.0
+batch,14,375,1.9234137535095215,0.25,nan,0.0
+batch,14,376,2.245561122894287,0.1875,nan,0.0
+batch,14,377,2.0456953048706055,0.375,nan,0.0
+batch,14,378,2.0150346755981445,0.4375,nan,0.0
+batch,14,379,2.4182162284851074,0.1875,nan,0.0
+batch,14,380,2.4045052528381348,0.125,nan,0.0
+batch,14,381,2.4993841648101807,0.25,nan,0.0
+batch,14,382,1.9959827661514282,0.3125,nan,0.0
+batch,14,383,1.9317983388900757,0.3125,nan,0.0
+batch,14,384,2.224417209625244,0.375,nan,0.0
+batch,14,385,1.6244592666625977,0.625,nan,0.0
+batch,14,386,2.041522979736328,0.25,nan,0.0
+batch,14,387,2.2407174110412598,0.3125,nan,0.0
+batch,14,388,2.037907123565674,0.3125,nan,0.0
+batch,14,389,1.472485065460205,0.5625,nan,0.0
+batch,14,390,2.2487330436706543,0.3125,nan,0.0
+batch,14,391,2.2316324710845947,0.1875,nan,0.0
+batch,14,392,2.029783010482788,0.1875,nan,0.0
+batch,14,393,2.408764362335205,0.125,nan,0.0
+batch,14,394,2.3875045776367188,0.25,nan,0.0
+batch,14,395,2.498155117034912,0.125,nan,0.0
+batch,14,396,1.917844533920288,0.375,nan,0.0
+batch,14,397,2.0235955715179443,0.3125,nan,0.0
+batch,14,398,2.447103977203369,0.375,nan,0.0
+batch,14,399,2.082817554473877,0.25,nan,0.0
+batch,14,400,2.306708812713623,0.1875,nan,0.0
+batch,14,401,2.66433048248291,0.25,nan,0.0
+batch,14,402,1.8944952487945557,0.25,nan,0.0
+batch,14,403,1.7154972553253174,0.5,nan,0.0
+batch,14,404,2.1575069427490234,0.375,nan,0.0
+batch,14,405,2.2181754112243652,0.25,nan,0.0
+batch,14,406,1.982379674911499,0.25,nan,0.0
+batch,14,407,2.281456232070923,0.1875,nan,0.0
+batch,14,408,2.208437442779541,0.125,nan,0.0
+batch,14,409,2.316957712173462,0.1875,nan,0.0
+batch,14,410,2.0412325859069824,0.25,nan,0.0
+batch,14,411,2.390835762023926,0.25,nan,0.0
+batch,14,412,2.0030274391174316,0.375,nan,0.0
+batch,14,413,2.2244551181793213,0.3125,nan,0.0
+batch,14,414,1.8264530897140503,0.25,nan,0.0
+batch,14,415,2.2124407291412354,0.25,nan,0.0
+batch,14,416,1.9652377367019653,0.25,nan,0.0
+batch,14,417,2.541320562362671,0.0625,nan,0.0
+batch,14,418,1.856020450592041,0.375,nan,0.0
+batch,14,419,2.069063186645508,0.25,nan,0.0
+batch,14,420,1.8981835842132568,0.375,nan,0.0
+batch,14,421,2.0835587978363037,0.125,nan,0.0
+batch,14,422,1.997321367263794,0.4375,nan,0.0
+batch,14,423,2.3107314109802246,0.0625,nan,0.0
+batch,14,424,2.2396321296691895,0.125,nan,0.0
+batch,14,425,1.7308437824249268,0.375,nan,0.0
+batch,14,426,2.105527639389038,0.25,nan,0.0
+batch,14,427,1.993286371231079,0.3125,nan,0.0
+batch,14,428,2.175581932067871,0.1875,nan,0.0
+batch,14,429,2.172140121459961,0.125,nan,0.0
+batch,14,430,2.001770496368408,0.375,nan,0.0
+batch,14,431,2.0059101581573486,0.1875,nan,0.0
+batch,14,432,1.9739543199539185,0.4375,nan,0.0
+batch,14,433,2.1855380535125732,0.1875,nan,0.0
+batch,14,434,1.9088605642318726,0.25,nan,0.0
+batch,14,435,2.2017743587493896,0.25,nan,0.0
+batch,14,436,1.7320648431777954,0.5,nan,0.0
+batch,14,437,1.6779944896697998,0.5625,nan,0.0
+batch,14,438,2.0357372760772705,0.1875,nan,0.0
+batch,14,439,2.2153854370117188,0.25,nan,0.0
+batch,14,440,1.6824619770050049,0.3125,nan,0.0
+batch,14,441,2.2718138694763184,0.125,nan,0.0
+batch,14,442,1.9101533889770508,0.375,nan,0.0
+batch,14,443,2.008850574493408,0.1875,nan,0.0
+batch,14,444,2.165247917175293,0.1875,nan,0.0
+batch,14,445,1.5496203899383545,0.625,nan,0.0
+batch,14,446,2.0482311248779297,0.1875,nan,0.0
+batch,14,447,2.109644889831543,0.3125,nan,0.0
+batch,14,448,1.7346187829971313,0.625,nan,0.0
+batch,14,449,2.203583002090454,0.3125,nan,0.0
+batch,14,450,2.1031386852264404,0.375,nan,0.0
+batch,14,451,2.20638108253479,0.0625,nan,0.0
+batch,14,452,2.360992908477783,0.125,nan,0.0
+batch,14,453,1.9853684902191162,0.25,nan,0.0
+batch,14,454,1.7406651973724365,0.3125,nan,0.0
+batch,14,455,2.164106607437134,0.25,nan,0.0
+batch,14,456,1.9478206634521484,0.25,nan,0.0
+batch,14,457,2.2607812881469727,0.1875,nan,0.0
+batch,14,458,1.753028154373169,0.4375,nan,0.0
+batch,14,459,2.0562355518341064,0.3125,nan,0.0
+batch,14,460,1.9783393144607544,0.3125,nan,0.0
+batch,14,461,2.359830379486084,0.0625,nan,0.0
+batch,14,462,2.1529226303100586,0.3125,nan,0.0
+batch,14,463,2.1168651580810547,0.1875,nan,0.0
+batch,14,464,1.9936270713806152,0.25,nan,0.0
+batch,14,465,2.218700885772705,0.125,nan,0.0
+batch,14,466,2.077444076538086,0.3125,nan,0.0
+batch,14,467,2.534341335296631,0.1875,nan,0.0
+batch,14,468,1.9964938163757324,0.1875,nan,0.0
+batch,14,469,1.6753995418548584,0.3125,nan,0.0
+batch,14,470,2.3623621463775635,0.0625,nan,0.0
+batch,14,471,2.189312696456909,0.3125,nan,0.0
+batch,14,472,2.0284876823425293,0.375,nan,0.0
+batch,14,473,2.6059770584106445,0.125,nan,0.0
+batch,14,474,1.9860502481460571,0.4375,nan,0.0
+batch,14,475,1.9355055093765259,0.3125,nan,0.0
+batch,14,476,1.8016809225082397,0.25,nan,0.0
+batch,14,477,1.5578651428222656,0.5,nan,0.0
+batch,14,478,1.7595422267913818,0.375,nan,0.0
+batch,14,479,1.8034123182296753,0.375,nan,0.0
+batch,14,480,2.2863504886627197,0.4375,nan,0.0
+batch,14,481,2.394650936126709,0.125,nan,0.0
+batch,14,482,2.066901683807373,0.3125,nan,0.0
+batch,14,483,2.2475180625915527,0.25,nan,0.0
+batch,14,484,1.8809880018234253,0.25,nan,0.0
+batch,14,485,1.8462902307510376,0.3125,nan,0.0
+batch,14,486,1.8446400165557861,0.5,nan,0.0
+batch,14,487,2.0703635215759277,0.3125,nan,0.0
+batch,14,488,2.311706066131592,0.3125,nan,0.0
+batch,14,489,2.2255702018737793,0.25,nan,0.0
+batch,14,490,1.9945101737976074,0.25,nan,0.0
+batch,14,491,2.5079779624938965,0.1875,nan,0.0
+batch,14,492,1.9695855379104614,0.375,nan,0.0
+batch,14,493,2.1188573837280273,0.3125,nan,0.0
+batch,14,494,2.2243916988372803,0.125,nan,0.0
+batch,14,495,2.3776328563690186,0.1875,nan,0.0
+batch,14,496,1.8214727640151978,0.375,nan,0.0
+batch,14,497,2.206862211227417,0.1875,nan,0.0
+batch,14,498,2.0200164318084717,0.3125,nan,0.0
+batch,14,499,2.5114612579345703,0.1875,nan,0.0
+batch,14,500,1.8059865236282349,0.4375,nan,0.0
+batch,14,501,2.1216514110565186,0.3125,nan,0.0
+batch,14,502,2.0964388847351074,0.1875,nan,0.0
+batch,14,503,1.902996301651001,0.3125,nan,0.0
+batch,14,504,2.3291311264038086,0.25,nan,0.0
+batch,14,505,2.1487984657287598,0.25,nan,0.0
+batch,14,506,1.7818135023117065,0.5625,nan,0.0
+batch,14,507,1.9651284217834473,0.3125,nan,0.0
+batch,14,508,1.7947475910186768,0.5625,nan,0.0
+batch,14,509,2.0568902492523193,0.25,nan,0.0
+epoch,14,-1,2.0697627456940055,0.28567925453653753,nan,61.58769655227661
+batch,15,0,1.963996171951294,0.25,nan,0.0
+batch,15,1,1.7776720523834229,0.3125,nan,0.0
+batch,15,2,1.658798098564148,0.5,nan,0.0
+batch,15,3,1.7132899761199951,0.3125,nan,0.0
+batch,15,4,1.9145243167877197,0.5625,nan,0.0
+batch,15,5,1.993740200996399,0.375,nan,0.0
+batch,15,6,1.929452657699585,0.375,nan,0.0
+batch,15,7,1.557286024093628,0.5625,nan,0.0
+batch,15,8,2.2005462646484375,0.1875,nan,0.0
+batch,15,9,1.8226879835128784,0.375,nan,0.0
+batch,15,10,1.91275954246521,0.375,nan,0.0
+batch,15,11,2.296417713165283,0.25,nan,0.0
+batch,15,12,1.849320888519287,0.25,nan,0.0
+batch,15,13,2.7872674465179443,0.0625,nan,0.0
+batch,15,14,2.060483455657959,0.3125,nan,0.0
+batch,15,15,2.369548797607422,0.1875,nan,0.0
+batch,15,16,2.2496337890625,0.375,nan,0.0
+batch,15,17,2.3000333309173584,0.25,nan,0.0
+batch,15,18,1.9135898351669312,0.3125,nan,0.0
+batch,15,19,1.7618552446365356,0.375,nan,0.0
+batch,15,20,1.8653488159179688,0.375,nan,0.0
+batch,15,21,2.2594153881073,0.125,nan,0.0
+batch,15,22,2.202740430831909,0.25,nan,0.0
+batch,15,23,2.4071145057678223,0.25,nan,0.0
+batch,15,24,1.9665786027908325,0.3125,nan,0.0
+batch,15,25,2.0716497898101807,0.125,nan,0.0
+batch,15,26,2.290844440460205,0.125,nan,0.0
+batch,15,27,1.9776376485824585,0.375,nan,0.0
+batch,15,28,2.0778300762176514,0.3125,nan,0.0
+batch,15,29,1.8564670085906982,0.3125,nan,0.0
+batch,15,30,2.0983214378356934,0.375,nan,0.0
+batch,15,31,2.4607090950012207,0.125,nan,0.0
+batch,15,32,1.7378602027893066,0.25,nan,0.0
+batch,15,33,2.129436492919922,0.375,nan,0.0
+batch,15,34,2.2174041271209717,0.125,nan,0.0
+batch,15,35,1.954237461090088,0.375,nan,0.0
+batch,15,36,2.305759906768799,0.25,nan,0.0
+batch,15,37,1.9616386890411377,0.3125,nan,0.0
+batch,15,38,2.2765188217163086,0.25,nan,0.0
+batch,15,39,2.084160804748535,0.25,nan,0.0
+batch,15,40,1.7261152267456055,0.375,nan,0.0
+batch,15,41,1.9877314567565918,0.375,nan,0.0
+batch,15,42,1.5446348190307617,0.5625,nan,0.0
+batch,15,43,2.0651988983154297,0.3125,nan,0.0
+batch,15,44,1.895216464996338,0.25,nan,0.0
+batch,15,45,2.008897542953491,0.25,nan,0.0
+batch,15,46,2.16628360748291,0.375,nan,0.0
+batch,15,47,1.9997295141220093,0.3125,nan,0.0
+batch,15,48,2.180539131164551,0.4375,nan,0.0
+batch,15,49,1.614324927330017,0.5625,nan,0.0
+batch,15,50,2.2143588066101074,0.125,nan,0.0
+batch,15,51,1.6979738473892212,0.5625,nan,0.0
+batch,15,52,1.7558233737945557,0.4375,nan,0.0
+batch,15,53,1.999491572380066,0.4375,nan,0.0
+batch,15,54,1.6685340404510498,0.4375,nan,0.0
+batch,15,55,1.960524082183838,0.1875,nan,0.0
+batch,15,56,2.0793263912200928,0.25,nan,0.0
+batch,15,57,2.2892518043518066,0.25,nan,0.0
+batch,15,58,2.133884906768799,0.3125,nan,0.0
+batch,15,59,2.0105862617492676,0.3125,nan,0.0
+batch,15,60,2.18271803855896,0.1875,nan,0.0
+batch,15,61,2.200493335723877,0.3125,nan,0.0
+batch,15,62,1.8650460243225098,0.25,nan,0.0
+batch,15,63,2.2298851013183594,0.1875,nan,0.0
+batch,15,64,1.9076708555221558,0.375,nan,0.0
+batch,15,65,1.8384549617767334,0.5625,nan,0.0
+batch,15,66,2.242628574371338,0.125,nan,0.0
+batch,15,67,1.9017000198364258,0.3125,nan,0.0
+batch,15,68,2.106004238128662,0.25,nan,0.0
+batch,15,69,1.8152409791946411,0.5,nan,0.0
+batch,15,70,2.0571680068969727,0.375,nan,0.0
+batch,15,71,2.0775485038757324,0.25,nan,0.0
+batch,15,72,1.6380150318145752,0.375,nan,0.0
+batch,15,73,2.1337890625,0.3125,nan,0.0
+batch,15,74,1.668196678161621,0.375,nan,0.0
+batch,15,75,1.9860122203826904,0.1875,nan,0.0
+batch,15,76,1.75752592086792,0.3125,nan,0.0
+batch,15,77,2.05159592628479,0.5,nan,0.0
+batch,15,78,2.1158125400543213,0.25,nan,0.0
+batch,15,79,1.8867865800857544,0.25,nan,0.0
+batch,15,80,2.0618772506713867,0.375,nan,0.0
+batch,15,81,1.8576713800430298,0.25,nan,0.0
+batch,15,82,2.07200026512146,0.3125,nan,0.0
+batch,15,83,1.9819486141204834,0.4375,nan,0.0
+batch,15,84,2.005962610244751,0.25,nan,0.0
+batch,15,85,2.161687135696411,0.25,nan,0.0
+batch,15,86,1.5938043594360352,0.5,nan,0.0
+batch,15,87,2.0174524784088135,0.1875,nan,0.0
+batch,15,88,2.2654175758361816,0.125,nan,0.0
+batch,15,89,1.8510226011276245,0.4375,nan,0.0
+batch,15,90,2.1433587074279785,0.375,nan,0.0
+batch,15,91,1.6910631656646729,0.5625,nan,0.0
+batch,15,92,2.0162153244018555,0.3125,nan,0.0
+batch,15,93,2.52612042427063,0.25,nan,0.0
+batch,15,94,2.1744585037231445,0.25,nan,0.0
+batch,15,95,1.8901721239089966,0.375,nan,0.0
+batch,15,96,2.11641788482666,0.375,nan,0.0
+batch,15,97,1.5989413261413574,0.5,nan,0.0
+batch,15,98,2.462569236755371,0.0,nan,0.0
+batch,15,99,1.989794135093689,0.4375,nan,0.0
+batch,15,100,2.0857081413269043,0.125,nan,0.0
+batch,15,101,1.9731066226959229,0.3125,nan,0.0
+batch,15,102,2.234544515609741,0.25,nan,0.0
+batch,15,103,2.54121732711792,0.25,nan,0.0
+batch,15,104,1.9270787239074707,0.3125,nan,0.0
+batch,15,105,1.8606855869293213,0.3125,nan,0.0
+batch,15,106,1.7795199155807495,0.375,nan,0.0
+batch,15,107,1.6471363306045532,0.5625,nan,0.0
+batch,15,108,2.2029900550842285,0.1875,nan,0.0
+batch,15,109,2.1506717205047607,0.25,nan,0.0
+batch,15,110,1.9678398370742798,0.3125,nan,0.0
+batch,15,111,2.0008108615875244,0.4375,nan,0.0
+batch,15,112,2.382713794708252,0.4375,nan,0.0
+batch,15,113,1.530780553817749,0.5,nan,0.0
+batch,15,114,2.5513925552368164,0.1875,nan,0.0
+batch,15,115,1.9845829010009766,0.25,nan,0.0
+batch,15,116,1.8895331621170044,0.1875,nan,0.0
+batch,15,117,1.6868104934692383,0.25,nan,0.0
+batch,15,118,2.0022201538085938,0.4375,nan,0.0
+batch,15,119,2.2997207641601562,0.125,nan,0.0
+batch,15,120,1.8858468532562256,0.3125,nan,0.0
+batch,15,121,2.127145290374756,0.3125,nan,0.0
+batch,15,122,2.354646682739258,0.125,nan,0.0
+batch,15,123,1.9467556476593018,0.5,nan,0.0
+batch,15,124,2.0776615142822266,0.375,nan,0.0
+batch,15,125,2.2150816917419434,0.375,nan,0.0
+batch,15,126,1.9414539337158203,0.1875,nan,0.0
+batch,15,127,1.7494864463806152,0.3125,nan,0.0
+batch,15,128,1.9714504480361938,0.3125,nan,0.0
+batch,15,129,1.949589729309082,0.375,nan,0.0
+batch,15,130,1.9825918674468994,0.375,nan,0.0
+batch,15,131,1.8784348964691162,0.375,nan,0.0
+batch,15,132,1.9400243759155273,0.375,nan,0.0
+batch,15,133,1.995756983757019,0.3125,nan,0.0
+batch,15,134,2.4162964820861816,0.25,nan,0.0
+batch,15,135,2.3585872650146484,0.1875,nan,0.0
+batch,15,136,1.8342477083206177,0.375,nan,0.0
+batch,15,137,2.278266429901123,0.1875,nan,0.0
+batch,15,138,1.916494607925415,0.3125,nan,0.0
+batch,15,139,2.0723628997802734,0.375,nan,0.0
+batch,15,140,1.7003084421157837,0.4375,nan,0.0
+batch,15,141,2.195758819580078,0.25,nan,0.0
+batch,15,142,2.0256106853485107,0.3125,nan,0.0
+batch,15,143,1.9361882209777832,0.4375,nan,0.0
+batch,15,144,1.9582109451293945,0.3125,nan,0.0
+batch,15,145,2.0010852813720703,0.5625,nan,0.0
+batch,15,146,1.6005606651306152,0.625,nan,0.0
+batch,15,147,2.0601587295532227,0.1875,nan,0.0
+batch,15,148,1.7864620685577393,0.4375,nan,0.0
+batch,15,149,2.151618480682373,0.375,nan,0.0
+batch,15,150,1.9466302394866943,0.4375,nan,0.0
+batch,15,151,2.1011345386505127,0.375,nan,0.0
+batch,15,152,1.884416103363037,0.375,nan,0.0
+batch,15,153,1.9953690767288208,0.5,nan,0.0
+batch,15,154,2.0825014114379883,0.3125,nan,0.0
+batch,15,155,1.741758942604065,0.4375,nan,0.0
+batch,15,156,2.443732261657715,0.1875,nan,0.0
+batch,15,157,1.9782757759094238,0.375,nan,0.0
+batch,15,158,1.954732894897461,0.3125,nan,0.0
+batch,15,159,2.12331485748291,0.25,nan,0.0
+batch,15,160,2.0432920455932617,0.25,nan,0.0
+batch,15,161,2.334223985671997,0.25,nan,0.0
+batch,15,162,2.076462745666504,0.375,nan,0.0
+batch,15,163,2.3037564754486084,0.125,nan,0.0
+batch,15,164,1.86667799949646,0.1875,nan,0.0
+batch,15,165,1.924172282218933,0.3125,nan,0.0
+batch,15,166,1.8237183094024658,0.375,nan,0.0
+batch,15,167,1.9226001501083374,0.375,nan,0.0
+batch,15,168,1.5784659385681152,0.4375,nan,0.0
+batch,15,169,1.9014627933502197,0.4375,nan,0.0
+batch,15,170,2.1376254558563232,0.3125,nan,0.0
+batch,15,171,2.0528757572174072,0.3125,nan,0.0
+batch,15,172,2.7516183853149414,0.125,nan,0.0
+batch,15,173,2.591609239578247,0.1875,nan,0.0
+batch,15,174,2.2816309928894043,0.125,nan,0.0
+batch,15,175,1.7997058629989624,0.375,nan,0.0
+batch,15,176,1.945838212966919,0.4375,nan,0.0
+batch,15,177,1.8903861045837402,0.25,nan,0.0
+batch,15,178,2.2228033542633057,0.125,nan,0.0
+batch,15,179,1.7654120922088623,0.375,nan,0.0
+batch,15,180,1.874904751777649,0.5,nan,0.0
+batch,15,181,1.952470302581787,0.3125,nan,0.0
+batch,15,182,1.8869869709014893,0.375,nan,0.0
+batch,15,183,2.194338083267212,0.3125,nan,0.0
+batch,15,184,1.7780086994171143,0.25,nan,0.0
+batch,15,185,1.8340411186218262,0.4375,nan,0.0
+batch,15,186,2.0526654720306396,0.375,nan,0.0
+batch,15,187,2.167421340942383,0.1875,nan,0.0
+batch,15,188,2.1610074043273926,0.25,nan,0.0
+batch,15,189,2.1654467582702637,0.25,nan,0.0
+batch,15,190,1.8290513753890991,0.5,nan,0.0
+batch,15,191,2.128535509109497,0.375,nan,0.0
+batch,15,192,2.4707846641540527,0.125,nan,0.0
+batch,15,193,1.8858861923217773,0.4375,nan,0.0
+batch,15,194,1.9667590856552124,0.3125,nan,0.0
+batch,15,195,1.8692296743392944,0.4375,nan,0.0
+batch,15,196,2.2832133769989014,0.3125,nan,0.0
+batch,15,197,2.0939955711364746,0.25,nan,0.0
+batch,15,198,2.1593503952026367,0.1875,nan,0.0
+batch,15,199,2.163193464279175,0.25,nan,0.0
+batch,15,200,2.0770761966705322,0.3125,nan,0.0
+batch,15,201,1.697953462600708,0.375,nan,0.0
+batch,15,202,2.12685489654541,0.3125,nan,0.0
+batch,15,203,1.930474042892456,0.375,nan,0.0
+batch,15,204,1.9176279306411743,0.25,nan,0.0
+batch,15,205,2.4391674995422363,0.3125,nan,0.0
+batch,15,206,1.7997117042541504,0.375,nan,0.0
+batch,15,207,2.064384698867798,0.125,nan,0.0
+batch,15,208,1.9893817901611328,0.1875,nan,0.0
+batch,15,209,2.2145204544067383,0.1875,nan,0.0
+batch,15,210,1.9639854431152344,0.375,nan,0.0
+batch,15,211,1.8346973657608032,0.125,nan,0.0
+batch,15,212,2.4115169048309326,0.125,nan,0.0
+batch,15,213,1.7577828168869019,0.375,nan,0.0
+batch,15,214,1.8425906896591187,0.3125,nan,0.0
+batch,15,215,1.8327052593231201,0.1875,nan,0.0
+batch,15,216,2.1702282428741455,0.0625,nan,0.0
+batch,15,217,2.3109052181243896,0.125,nan,0.0
+batch,15,218,2.189818859100342,0.3125,nan,0.0
+batch,15,219,1.7871806621551514,0.4375,nan,0.0
+batch,15,220,2.1157095432281494,0.25,nan,0.0
+batch,15,221,2.0737929344177246,0.3125,nan,0.0
+batch,15,222,1.6319282054901123,0.5,nan,0.0
+batch,15,223,2.1618828773498535,0.1875,nan,0.0
+batch,15,224,1.979034185409546,0.3125,nan,0.0
+batch,15,225,2.0508227348327637,0.3125,nan,0.0
+batch,15,226,2.487781524658203,0.1875,nan,0.0
+batch,15,227,1.9286484718322754,0.375,nan,0.0
+batch,15,228,2.003582715988159,0.3125,nan,0.0
+batch,15,229,2.3079071044921875,0.1875,nan,0.0
+batch,15,230,2.3862972259521484,0.25,nan,0.0
+batch,15,231,2.070618152618408,0.3125,nan,0.0
+batch,15,232,2.2081711292266846,0.1875,nan,0.0
+batch,15,233,2.09767484664917,0.3125,nan,0.0
+batch,15,234,2.074551582336426,0.3125,nan,0.0
+batch,15,235,2.0994606018066406,0.4375,nan,0.0
+batch,15,236,2.0507843494415283,0.25,nan,0.0
+batch,15,237,2.119687795639038,0.3125,nan,0.0
+batch,15,238,2.1506600379943848,0.3125,nan,0.0
+batch,15,239,1.770356297492981,0.25,nan,0.0
+batch,15,240,2.0825281143188477,0.3125,nan,0.0
+batch,15,241,2.2589612007141113,0.3125,nan,0.0
+batch,15,242,2.4007763862609863,0.25,nan,0.0
+batch,15,243,1.338310718536377,0.375,nan,0.0
+batch,15,244,2.03253173828125,0.125,nan,0.0
+batch,15,245,2.0908117294311523,0.3125,nan,0.0
+batch,15,246,1.8828129768371582,0.4375,nan,0.0
+batch,15,247,2.1636962890625,0.1875,nan,0.0
+batch,15,248,1.6615735292434692,0.375,nan,0.0
+batch,15,249,2.2746593952178955,0.375,nan,0.0
+batch,15,250,2.08018159866333,0.25,nan,0.0
+batch,15,251,1.907353401184082,0.3125,nan,0.0
+batch,15,252,1.9294753074645996,0.5,nan,0.0
+batch,15,253,2.1841776371002197,0.1875,nan,0.0
+batch,15,254,2.080396890640259,0.3125,nan,0.0
+batch,15,255,1.863759160041809,0.1875,nan,0.0
+batch,15,256,2.81950044631958,0.125,nan,0.0
+batch,15,257,1.8240962028503418,0.375,nan,0.0
+batch,15,258,1.9758042097091675,0.3125,nan,0.0
+batch,15,259,2.0215976238250732,0.4375,nan,0.0
+batch,15,260,2.588308572769165,0.25,nan,0.0
+batch,15,261,1.5338183641433716,0.5625,nan,0.0
+batch,15,262,2.312580108642578,0.3125,nan,0.0
+batch,15,263,1.964756727218628,0.375,nan,0.0
+batch,15,264,2.027560234069824,0.1875,nan,0.0
+batch,15,265,2.052870512008667,0.375,nan,0.0
+batch,15,266,2.13574481010437,0.25,nan,0.0
+batch,15,267,1.7280429601669312,0.4375,nan,0.0
+batch,15,268,1.8394585847854614,0.1875,nan,0.0
+batch,15,269,2.5113205909729004,0.375,nan,0.0
+batch,15,270,1.8534979820251465,0.3125,nan,0.0
+batch,15,271,1.9373595714569092,0.25,nan,0.0
+batch,15,272,2.159817695617676,0.3125,nan,0.0
+batch,15,273,1.8975770473480225,0.25,nan,0.0
+batch,15,274,2.018554210662842,0.25,nan,0.0
+batch,15,275,1.943986415863037,0.3125,nan,0.0
+batch,15,276,1.6008107662200928,0.4375,nan,0.0
+batch,15,277,2.132328510284424,0.3125,nan,0.0
+batch,15,278,2.3815953731536865,0.1875,nan,0.0
+batch,15,279,2.1562352180480957,0.1875,nan,0.0
+batch,15,280,1.7906368970870972,0.3125,nan,0.0
+batch,15,281,2.001065731048584,0.3125,nan,0.0
+batch,15,282,2.4102673530578613,0.125,nan,0.0
+batch,15,283,2.2802934646606445,0.25,nan,0.0
+batch,15,284,2.233050584793091,0.25,nan,0.0
+batch,15,285,2.0985875129699707,0.1875,nan,0.0
+batch,15,286,2.417145013809204,0.25,nan,0.0
+batch,15,287,2.4832334518432617,0.1875,nan,0.0
+batch,15,288,1.5604629516601562,0.5,nan,0.0
+batch,15,289,1.9272406101226807,0.375,nan,0.0
+batch,15,290,1.9479717016220093,0.1875,nan,0.0
+batch,15,291,1.9762766361236572,0.375,nan,0.0
+batch,15,292,2.1500039100646973,0.0625,nan,0.0
+batch,15,293,2.0190722942352295,0.375,nan,0.0
+batch,15,294,2.6364779472351074,0.0625,nan,0.0
+batch,15,295,2.216174840927124,0.375,nan,0.0
+batch,15,296,2.0294041633605957,0.3125,nan,0.0
+batch,15,297,1.6910041570663452,0.4375,nan,0.0
+batch,15,298,2.258270025253296,0.3125,nan,0.0
+batch,15,299,2.209036350250244,0.25,nan,0.0
+batch,15,300,1.8013873100280762,0.5,nan,0.0
+batch,15,301,2.0801820755004883,0.4375,nan,0.0
+batch,15,302,1.7744823694229126,0.4375,nan,0.0
+batch,15,303,2.1914381980895996,0.3125,nan,0.0
+batch,15,304,1.6113965511322021,0.5,nan,0.0
+batch,15,305,2.1133346557617188,0.125,nan,0.0
+batch,15,306,2.196800708770752,0.125,nan,0.0
+batch,15,307,1.9176387786865234,0.375,nan,0.0
+batch,15,308,2.068700075149536,0.3125,nan,0.0
+batch,15,309,2.0604984760284424,0.3125,nan,0.0
+batch,15,310,1.9228713512420654,0.4375,nan,0.0
+batch,15,311,2.47651743888855,0.1875,nan,0.0
+batch,15,312,2.095125436782837,0.1875,nan,0.0
+batch,15,313,1.8665931224822998,0.4375,nan,0.0
+batch,15,314,2.309502124786377,0.375,nan,0.0
+batch,15,315,1.944195032119751,0.375,nan,0.0
+batch,15,316,2.0983688831329346,0.375,nan,0.0
+batch,15,317,2.176135540008545,0.3125,nan,0.0
+batch,15,318,2.1395857334136963,0.1875,nan,0.0
+batch,15,319,1.7658112049102783,0.375,nan,0.0
+batch,15,320,2.134943723678589,0.25,nan,0.0
+batch,15,321,1.9606902599334717,0.375,nan,0.0
+batch,15,322,2.162083625793457,0.0625,nan,0.0
+batch,15,323,2.3145265579223633,0.3125,nan,0.0
+batch,15,324,1.9551022052764893,0.3125,nan,0.0
+batch,15,325,1.8485227823257446,0.5625,nan,0.0
+batch,15,326,2.2516374588012695,0.25,nan,0.0
+batch,15,327,2.2479820251464844,0.125,nan,0.0
+batch,15,328,2.1502902507781982,0.3125,nan,0.0
+batch,15,329,2.1778478622436523,0.3125,nan,0.0
+batch,15,330,2.1161022186279297,0.1875,nan,0.0
+batch,15,331,2.2804229259490967,0.25,nan,0.0
+batch,15,332,1.7422544956207275,0.375,nan,0.0
+batch,15,333,2.273778200149536,0.25,nan,0.0
+batch,15,334,2.1243090629577637,0.25,nan,0.0
+batch,15,335,1.910771131515503,0.1875,nan,0.0
+batch,15,336,2.23116135597229,0.1875,nan,0.0
+batch,15,337,2.054684638977051,0.375,nan,0.0
+batch,15,338,1.9204022884368896,0.25,nan,0.0
+batch,15,339,2.220438241958618,0.25,nan,0.0
+batch,15,340,1.839515209197998,0.25,nan,0.0
+batch,15,341,1.8400192260742188,0.4375,nan,0.0
+batch,15,342,2.0551836490631104,0.25,nan,0.0
+batch,15,343,2.481759548187256,0.1875,nan,0.0
+batch,15,344,2.04111385345459,0.3125,nan,0.0
+batch,15,345,2.4359865188598633,0.1875,nan,0.0
+batch,15,346,2.0664522647857666,0.3125,nan,0.0
+batch,15,347,2.4556798934936523,0.1875,nan,0.0
+batch,15,348,2.263293504714966,0.1875,nan,0.0
+batch,15,349,2.5376811027526855,0.1875,nan,0.0
+batch,15,350,1.8912153244018555,0.25,nan,0.0
+batch,15,351,2.1463375091552734,0.25,nan,0.0
+batch,15,352,2.136178970336914,0.25,nan,0.0
+batch,15,353,2.34987473487854,0.25,nan,0.0
+batch,15,354,2.255767345428467,0.3125,nan,0.0
+batch,15,355,2.405787944793701,0.0625,nan,0.0
+batch,15,356,2.156437873840332,0.0625,nan,0.0
+batch,15,357,2.495058536529541,0.0,nan,0.0
+batch,15,358,1.7681901454925537,0.3125,nan,0.0
+batch,15,359,2.1995739936828613,0.25,nan,0.0
+batch,15,360,1.7648651599884033,0.375,nan,0.0
+batch,15,361,2.3114962577819824,0.1875,nan,0.0
+batch,15,362,1.660046935081482,0.4375,nan,0.0
+batch,15,363,2.0282788276672363,0.5625,nan,0.0
+batch,15,364,2.049786329269409,0.3125,nan,0.0
+batch,15,365,1.9943610429763794,0.4375,nan,0.0
+batch,15,366,2.1366915702819824,0.25,nan,0.0
+batch,15,367,2.034176826477051,0.25,nan,0.0
+batch,15,368,2.2063798904418945,0.375,nan,0.0
+batch,15,369,2.0841240882873535,0.1875,nan,0.0
+batch,15,370,2.3084192276000977,0.1875,nan,0.0
+batch,15,371,2.0231990814208984,0.3125,nan,0.0
+batch,15,372,1.8883631229400635,0.25,nan,0.0
+batch,15,373,2.0780434608459473,0.25,nan,0.0
+batch,15,374,2.1637587547302246,0.25,nan,0.0
+batch,15,375,2.068854808807373,0.3125,nan,0.0
+batch,15,376,1.93804931640625,0.4375,nan,0.0
+batch,15,377,2.0276641845703125,0.375,nan,0.0
+batch,15,378,2.13232421875,0.3125,nan,0.0
+batch,15,379,2.0363354682922363,0.1875,nan,0.0
+batch,15,380,1.8759806156158447,0.25,nan,0.0
+batch,15,381,1.8027503490447998,0.4375,nan,0.0
+batch,15,382,2.3198723793029785,0.125,nan,0.0
+batch,15,383,1.9823079109191895,0.1875,nan,0.0
+batch,15,384,1.6847556829452515,0.3125,nan,0.0
+batch,15,385,2.05720853805542,0.25,nan,0.0
+batch,15,386,1.8151708841323853,0.4375,nan,0.0
+batch,15,387,1.7453298568725586,0.375,nan,0.0
+batch,15,388,1.6974743604660034,0.5,nan,0.0
+batch,15,389,2.2640340328216553,0.125,nan,0.0
+batch,15,390,1.941558837890625,0.3125,nan,0.0
+batch,15,391,1.6908279657363892,0.5,nan,0.0
+batch,15,392,2.097320795059204,0.3125,nan,0.0
+batch,15,393,2.228527069091797,0.25,nan,0.0
+batch,15,394,2.1359894275665283,0.3125,nan,0.0
+batch,15,395,2.0078775882720947,0.1875,nan,0.0
+batch,15,396,2.082066535949707,0.3125,nan,0.0
+batch,15,397,2.104437828063965,0.3125,nan,0.0
+batch,15,398,2.128333568572998,0.3125,nan,0.0
+batch,15,399,2.294498920440674,0.25,nan,0.0
+batch,15,400,2.0259511470794678,0.25,nan,0.0
+batch,15,401,2.09842586517334,0.1875,nan,0.0
+batch,15,402,2.0157248973846436,0.25,nan,0.0
+batch,15,403,2.135403871536255,0.3125,nan,0.0
+batch,15,404,2.287860870361328,0.25,nan,0.0
+batch,15,405,1.8692375421524048,0.375,nan,0.0
+batch,15,406,2.0886971950531006,0.1875,nan,0.0
+batch,15,407,2.0708208084106445,0.1875,nan,0.0
+batch,15,408,2.0828888416290283,0.25,nan,0.0
+batch,15,409,2.205298900604248,0.3125,nan,0.0
+batch,15,410,1.9308393001556396,0.3125,nan,0.0
+batch,15,411,2.01306414604187,0.4375,nan,0.0
+batch,15,412,2.057783603668213,0.25,nan,0.0
+batch,15,413,2.322636127471924,0.0625,nan,0.0
+batch,15,414,2.21591854095459,0.375,nan,0.0
+batch,15,415,2.2325992584228516,0.25,nan,0.0
+batch,15,416,2.510755777359009,0.0,nan,0.0
+batch,15,417,2.3532137870788574,0.25,nan,0.0
+batch,15,418,2.5243310928344727,0.1875,nan,0.0
+batch,15,419,1.9676527976989746,0.25,nan,0.0
+batch,15,420,2.2957634925842285,0.375,nan,0.0
+batch,15,421,2.143850088119507,0.0625,nan,0.0
+batch,15,422,2.1887288093566895,0.25,nan,0.0
+batch,15,423,2.100576400756836,0.25,nan,0.0
+batch,15,424,2.753002166748047,0.1875,nan,0.0
+batch,15,425,1.95759916305542,0.3125,nan,0.0
+batch,15,426,2.227400302886963,0.3125,nan,0.0
+batch,15,427,2.0008034706115723,0.25,nan,0.0
+batch,15,428,1.880993127822876,0.5,nan,0.0
+batch,15,429,2.0683817863464355,0.3125,nan,0.0
+batch,15,430,2.063446044921875,0.1875,nan,0.0
+batch,15,431,1.800331473350525,0.5,nan,0.0
+batch,15,432,2.5127086639404297,0.0625,nan,0.0
+batch,15,433,2.4133427143096924,0.125,nan,0.0
+batch,15,434,2.462031841278076,0.125,nan,0.0
+batch,15,435,2.2734222412109375,0.3125,nan,0.0
+batch,15,436,1.7608639001846313,0.375,nan,0.0
+batch,15,437,2.0584778785705566,0.1875,nan,0.0
+batch,15,438,1.9925308227539062,0.1875,nan,0.0
+batch,15,439,2.2692418098449707,0.4375,nan,0.0
+batch,15,440,2.3852152824401855,0.125,nan,0.0
+batch,15,441,2.4627771377563477,0.3125,nan,0.0
+batch,15,442,1.9202556610107422,0.375,nan,0.0
+batch,15,443,2.1238088607788086,0.3125,nan,0.0
+batch,15,444,1.906487226486206,0.5625,nan,0.0
+batch,15,445,2.2340946197509766,0.0625,nan,0.0
+batch,15,446,2.1397223472595215,0.25,nan,0.0
+batch,15,447,1.7843480110168457,0.375,nan,0.0
+batch,15,448,2.0230281352996826,0.375,nan,0.0
+batch,15,449,1.7963699102401733,0.375,nan,0.0
+batch,15,450,1.7370805740356445,0.4375,nan,0.0
+batch,15,451,1.9607547521591187,0.25,nan,0.0
+batch,15,452,2.1988213062286377,0.25,nan,0.0
+batch,15,453,1.946336030960083,0.375,nan,0.0
+batch,15,454,1.7515672445297241,0.4375,nan,0.0
+batch,15,455,1.817678451538086,0.4375,nan,0.0
+batch,15,456,1.8760348558425903,0.4375,nan,0.0
+batch,15,457,2.138251304626465,0.125,nan,0.0
+batch,15,458,1.9119598865509033,0.3125,nan,0.0
+batch,15,459,2.148341655731201,0.25,nan,0.0
+batch,15,460,1.7261767387390137,0.3125,nan,0.0
+batch,15,461,2.3664040565490723,0.1875,nan,0.0
+batch,15,462,2.364548921585083,0.25,nan,0.0
+batch,15,463,2.005499839782715,0.4375,nan,0.0
+batch,15,464,1.7741026878356934,0.375,nan,0.0
+batch,15,465,2.196280002593994,0.3125,nan,0.0
+batch,15,466,2.5285604000091553,0.125,nan,0.0
+batch,15,467,2.1565608978271484,0.3125,nan,0.0
+batch,15,468,1.960062861442566,0.25,nan,0.0
+batch,15,469,1.9053897857666016,0.3125,nan,0.0
+batch,15,470,1.9554948806762695,0.3125,nan,0.0
+batch,15,471,1.7691924571990967,0.375,nan,0.0
+batch,15,472,1.7420320510864258,0.375,nan,0.0
+batch,15,473,2.1640307903289795,0.375,nan,0.0
+batch,15,474,1.8579411506652832,0.25,nan,0.0
+batch,15,475,2.260456085205078,0.25,nan,0.0
+batch,15,476,2.394590377807617,0.1875,nan,0.0
+batch,15,477,2.2422308921813965,0.1875,nan,0.0
+batch,15,478,1.8695664405822754,0.25,nan,0.0
+batch,15,479,1.4892346858978271,0.5,nan,0.0
+batch,15,480,2.396207571029663,0.0625,nan,0.0
+batch,15,481,2.2283496856689453,0.1875,nan,0.0
+batch,15,482,1.7569725513458252,0.25,nan,0.0
+batch,15,483,1.699418067932129,0.4375,nan,0.0
+batch,15,484,1.8485839366912842,0.4375,nan,0.0
+batch,15,485,1.8762340545654297,0.4375,nan,0.0
+batch,15,486,2.0816328525543213,0.1875,nan,0.0
+batch,15,487,2.6795690059661865,0.1875,nan,0.0
+batch,15,488,2.182861566543579,0.4375,nan,0.0
+batch,15,489,2.149904489517212,0.25,nan,0.0
+batch,15,490,2.008483409881592,0.3125,nan,0.0
+batch,15,491,2.1754488945007324,0.25,nan,0.0
+batch,15,492,2.1806936264038086,0.3125,nan,0.0
+batch,15,493,2.27772855758667,0.25,nan,0.0
+batch,15,494,2.2783682346343994,0.1875,nan,0.0
+batch,15,495,2.4625349044799805,0.0625,nan,0.0
+batch,15,496,2.51466703414917,0.1875,nan,0.0
+batch,15,497,2.1581919193267822,0.25,nan,0.0
+batch,15,498,2.6446123123168945,0.0625,nan,0.0
+batch,15,499,1.9780484437942505,0.375,nan,0.0
+batch,15,500,2.028531074523926,0.25,nan,0.0
+batch,15,501,1.9349370002746582,0.4375,nan,0.0
+batch,15,502,2.0154004096984863,0.25,nan,0.0
+batch,15,503,1.9882128238677979,0.375,nan,0.0
+batch,15,504,1.9970343112945557,0.3125,nan,0.0
+batch,15,505,1.894589900970459,0.1875,nan,0.0
+batch,15,506,1.8184531927108765,0.375,nan,0.0
+batch,15,507,2.1730847358703613,0.25,nan,0.0
+batch,15,508,1.8542335033416748,0.3125,nan,0.0
+batch,15,509,2.8541650772094727,0.08333333333333333,nan,0.0
+epoch,15,-1,2.057725242448239,0.2984306032368808,nan,66.29119849205017
+batch,16,0,2.4537839889526367,0.125,nan,0.0
+batch,16,1,2.1918067932128906,0.3125,nan,0.0
+batch,16,2,2.041989326477051,0.3125,nan,0.0
+batch,16,3,2.0221004486083984,0.25,nan,0.0
+batch,16,4,2.171668529510498,0.25,nan,0.0
+batch,16,5,1.9647505283355713,0.3125,nan,0.0
+batch,16,6,2.096592903137207,0.1875,nan,0.0
+batch,16,7,1.8302667140960693,0.4375,nan,0.0
+batch,16,8,2.2507312297821045,0.375,nan,0.0
+batch,16,9,2.046276807785034,0.1875,nan,0.0
+batch,16,10,1.9371557235717773,0.3125,nan,0.0
+batch,16,11,2.0200271606445312,0.375,nan,0.0
+batch,16,12,2.2258126735687256,0.1875,nan,0.0
+batch,16,13,1.9943147897720337,0.375,nan,0.0
+batch,16,14,2.2710464000701904,0.25,nan,0.0
+batch,16,15,1.7793833017349243,0.375,nan,0.0
+batch,16,16,2.396942377090454,0.1875,nan,0.0
+batch,16,17,2.23431396484375,0.25,nan,0.0
+batch,16,18,2.41860294342041,0.125,nan,0.0
+batch,16,19,1.8744912147521973,0.25,nan,0.0
+batch,16,20,2.0447847843170166,0.25,nan,0.0
+batch,16,21,1.989425539970398,0.375,nan,0.0
+batch,16,22,2.5365242958068848,0.25,nan,0.0
+batch,16,23,2.105015516281128,0.25,nan,0.0
+batch,16,24,2.1340129375457764,0.1875,nan,0.0
+batch,16,25,2.173762798309326,0.1875,nan,0.0
+batch,16,26,1.8893425464630127,0.3125,nan,0.0
+batch,16,27,1.9750292301177979,0.375,nan,0.0
+batch,16,28,1.723041296005249,0.5625,nan,0.0
+batch,16,29,2.3715004920959473,0.1875,nan,0.0
+batch,16,30,2.0142405033111572,0.125,nan,0.0
+batch,16,31,1.894318699836731,0.1875,nan,0.0
+batch,16,32,1.9410675764083862,0.1875,nan,0.0
+batch,16,33,2.354327917098999,0.125,nan,0.0
+batch,16,34,1.697984218597412,0.3125,nan,0.0
+batch,16,35,2.20977783203125,0.25,nan,0.0
+batch,16,36,2.266618251800537,0.1875,nan,0.0
+batch,16,37,2.0032758712768555,0.3125,nan,0.0
+batch,16,38,1.8113484382629395,0.5,nan,0.0
+batch,16,39,2.531822681427002,0.125,nan,0.0
+batch,16,40,1.8968253135681152,0.375,nan,0.0
+batch,16,41,2.1993675231933594,0.3125,nan,0.0
+batch,16,42,2.291450023651123,0.25,nan,0.0
+batch,16,43,2.00349497795105,0.25,nan,0.0
+batch,16,44,1.8242743015289307,0.5625,nan,0.0
+batch,16,45,2.1210389137268066,0.25,nan,0.0
+batch,16,46,2.008089780807495,0.25,nan,0.0
+batch,16,47,1.7132017612457275,0.25,nan,0.0
+batch,16,48,2.1846697330474854,0.375,nan,0.0
+batch,16,49,2.1834778785705566,0.125,nan,0.0
+batch,16,50,2.147392749786377,0.1875,nan,0.0
+batch,16,51,1.8405773639678955,0.1875,nan,0.0
+batch,16,52,1.5911567211151123,0.625,nan,0.0
+batch,16,53,1.907487392425537,0.375,nan,0.0
+batch,16,54,1.998100996017456,0.375,nan,0.0
+batch,16,55,2.0031042098999023,0.25,nan,0.0
+batch,16,56,2.4496331214904785,0.125,nan,0.0
+batch,16,57,1.648752212524414,0.375,nan,0.0
+batch,16,58,1.8445965051651,0.375,nan,0.0
+batch,16,59,2.3888282775878906,0.125,nan,0.0
+batch,16,60,2.0342559814453125,0.3125,nan,0.0
+batch,16,61,2.0514354705810547,0.3125,nan,0.0
+batch,16,62,1.7896449565887451,0.375,nan,0.0
+batch,16,63,2.1331729888916016,0.375,nan,0.0
+batch,16,64,2.235227346420288,0.125,nan,0.0
+batch,16,65,1.4813932180404663,0.6875,nan,0.0
+batch,16,66,1.9694664478302002,0.125,nan,0.0
+batch,16,67,1.8888399600982666,0.4375,nan,0.0
+batch,16,68,2.0398852825164795,0.375,nan,0.0
+batch,16,69,2.0649046897888184,0.25,nan,0.0
+batch,16,70,2.2128262519836426,0.3125,nan,0.0
+batch,16,71,1.966506004333496,0.0625,nan,0.0
+batch,16,72,2.2816734313964844,0.125,nan,0.0
+batch,16,73,2.4918415546417236,0.1875,nan,0.0
+batch,16,74,1.6570103168487549,0.4375,nan,0.0
+batch,16,75,1.5784685611724854,0.5625,nan,0.0
+batch,16,76,2.086906909942627,0.25,nan,0.0
+batch,16,77,2.394106864929199,0.3125,nan,0.0
+batch,16,78,1.5428895950317383,0.5,nan,0.0
+batch,16,79,2.043948173522949,0.25,nan,0.0
+batch,16,80,2.1293869018554688,0.1875,nan,0.0
+batch,16,81,1.8332887887954712,0.375,nan,0.0
+batch,16,82,1.7919704914093018,0.375,nan,0.0
+batch,16,83,1.959688425064087,0.3125,nan,0.0
+batch,16,84,2.4600391387939453,0.3125,nan,0.0
+batch,16,85,2.0323803424835205,0.375,nan,0.0
+batch,16,86,2.0297465324401855,0.3125,nan,0.0
+batch,16,87,1.7873547077178955,0.4375,nan,0.0
+batch,16,88,2.4130196571350098,0.1875,nan,0.0
+batch,16,89,2.464906692504883,0.125,nan,0.0
+batch,16,90,2.0487499237060547,0.4375,nan,0.0
+batch,16,91,1.8547143936157227,0.3125,nan,0.0
+batch,16,92,1.6410036087036133,0.4375,nan,0.0
+batch,16,93,1.923144817352295,0.125,nan,0.0
+batch,16,94,2.0281805992126465,0.25,nan,0.0
+batch,16,95,2.2900824546813965,0.25,nan,0.0
+batch,16,96,1.8657275438308716,0.375,nan,0.0
+batch,16,97,1.7980175018310547,0.5,nan,0.0
+batch,16,98,1.9571938514709473,0.4375,nan,0.0
+batch,16,99,2.0813255310058594,0.25,nan,0.0
+batch,16,100,2.0741429328918457,0.1875,nan,0.0
+batch,16,101,2.4999918937683105,0.25,nan,0.0
+batch,16,102,1.9499869346618652,0.375,nan,0.0
+batch,16,103,1.8997222185134888,0.3125,nan,0.0
+batch,16,104,2.1308517456054688,0.3125,nan,0.0
+batch,16,105,2.0992772579193115,0.3125,nan,0.0
+batch,16,106,2.2334747314453125,0.25,nan,0.0
+batch,16,107,1.9032092094421387,0.4375,nan,0.0
+batch,16,108,1.6632757186889648,0.3125,nan,0.0
+batch,16,109,1.731806755065918,0.375,nan,0.0
+batch,16,110,1.5537099838256836,0.5,nan,0.0
+batch,16,111,1.725209355354309,0.5,nan,0.0
+batch,16,112,2.3098957538604736,0.25,nan,0.0
+batch,16,113,2.0829873085021973,0.4375,nan,0.0
+batch,16,114,2.0976803302764893,0.125,nan,0.0
+batch,16,115,2.2178714275360107,0.125,nan,0.0
+batch,16,116,2.0253400802612305,0.25,nan,0.0
+batch,16,117,2.2811412811279297,0.25,nan,0.0
+batch,16,118,2.112825870513916,0.375,nan,0.0
+batch,16,119,2.2449817657470703,0.1875,nan,0.0
+batch,16,120,1.9983245134353638,0.4375,nan,0.0
+batch,16,121,2.4963808059692383,0.4375,nan,0.0
+batch,16,122,2.153860569000244,0.125,nan,0.0
+batch,16,123,2.407783031463623,0.375,nan,0.0
+batch,16,124,2.3668110370635986,0.1875,nan,0.0
+batch,16,125,1.785131812095642,0.5,nan,0.0
+batch,16,126,1.4745080471038818,0.4375,nan,0.0
+batch,16,127,2.1102843284606934,0.3125,nan,0.0
+batch,16,128,1.8663300275802612,0.375,nan,0.0
+batch,16,129,2.5439252853393555,0.25,nan,0.0
+batch,16,130,1.9465820789337158,0.3125,nan,0.0
+batch,16,131,1.7948299646377563,0.5,nan,0.0
+batch,16,132,2.3122053146362305,0.0625,nan,0.0
+batch,16,133,2.1882638931274414,0.125,nan,0.0
+batch,16,134,1.9873085021972656,0.5,nan,0.0
+batch,16,135,1.7286609411239624,0.5,nan,0.0
+batch,16,136,1.8719203472137451,0.375,nan,0.0
+batch,16,137,2.0874314308166504,0.25,nan,0.0
+batch,16,138,2.0325565338134766,0.125,nan,0.0
+batch,16,139,2.1304593086242676,0.3125,nan,0.0
+batch,16,140,1.9795386791229248,0.125,nan,0.0
+batch,16,141,1.9646004438400269,0.4375,nan,0.0
+batch,16,142,1.764024257659912,0.5625,nan,0.0
+batch,16,143,1.9835582971572876,0.3125,nan,0.0
+batch,16,144,2.2381532192230225,0.25,nan,0.0
+batch,16,145,1.8712116479873657,0.4375,nan,0.0
+batch,16,146,1.9836206436157227,0.4375,nan,0.0
+batch,16,147,1.8916475772857666,0.3125,nan,0.0
+batch,16,148,2.281390905380249,0.25,nan,0.0
+batch,16,149,2.103872776031494,0.375,nan,0.0
+batch,16,150,2.0490636825561523,0.25,nan,0.0
+batch,16,151,2.354576587677002,0.125,nan,0.0
+batch,16,152,1.9699463844299316,0.375,nan,0.0
+batch,16,153,1.999809980392456,0.1875,nan,0.0
+batch,16,154,1.8959765434265137,0.3125,nan,0.0
+batch,16,155,2.103454351425171,0.125,nan,0.0
+batch,16,156,1.75382661819458,0.375,nan,0.0
+batch,16,157,1.9309117794036865,0.3125,nan,0.0
+batch,16,158,2.055602788925171,0.1875,nan,0.0
+batch,16,159,1.8631649017333984,0.3125,nan,0.0
+batch,16,160,1.8862431049346924,0.5,nan,0.0
+batch,16,161,1.9751412868499756,0.3125,nan,0.0
+batch,16,162,2.268052816390991,0.1875,nan,0.0
+batch,16,163,1.86781907081604,0.3125,nan,0.0
+batch,16,164,2.1330618858337402,0.25,nan,0.0
+batch,16,165,1.9096158742904663,0.375,nan,0.0
+batch,16,166,1.9029425382614136,0.125,nan,0.0
+batch,16,167,1.8738077878952026,0.3125,nan,0.0
+batch,16,168,1.8493603467941284,0.4375,nan,0.0
+batch,16,169,1.727042317390442,0.5,nan,0.0
+batch,16,170,2.1276612281799316,0.3125,nan,0.0
+batch,16,171,2.3101930618286133,0.125,nan,0.0
+batch,16,172,1.6221234798431396,0.375,nan,0.0
+batch,16,173,2.4129233360290527,0.0625,nan,0.0
+batch,16,174,2.3584272861480713,0.0,nan,0.0
+batch,16,175,2.238783836364746,0.125,nan,0.0
+batch,16,176,1.902198076248169,0.25,nan,0.0
+batch,16,177,1.9967267513275146,0.25,nan,0.0
+batch,16,178,2.2959957122802734,0.3125,nan,0.0
+batch,16,179,2.0719285011291504,0.3125,nan,0.0
+batch,16,180,2.016282081604004,0.375,nan,0.0
+batch,16,181,2.2956833839416504,0.375,nan,0.0
+batch,16,182,1.8236314058303833,0.5,nan,0.0
+batch,16,183,1.8877267837524414,0.3125,nan,0.0
+batch,16,184,1.9330917596817017,0.25,nan,0.0
+batch,16,185,2.308871030807495,0.1875,nan,0.0
+batch,16,186,2.0287492275238037,0.4375,nan,0.0
+batch,16,187,2.2823095321655273,0.4375,nan,0.0
+batch,16,188,2.05619740486145,0.375,nan,0.0
+batch,16,189,1.962083101272583,0.4375,nan,0.0
+batch,16,190,1.9076191186904907,0.25,nan,0.0
+batch,16,191,2.1712489128112793,0.3125,nan,0.0
+batch,16,192,1.8421049118041992,0.375,nan,0.0
+batch,16,193,2.287172794342041,0.125,nan,0.0
+batch,16,194,1.9061025381088257,0.5,nan,0.0
+batch,16,195,2.311638355255127,0.25,nan,0.0
+batch,16,196,1.7626265287399292,0.25,nan,0.0
+batch,16,197,2.189476728439331,0.375,nan,0.0
+batch,16,198,1.7447104454040527,0.4375,nan,0.0
+batch,16,199,1.9941688776016235,0.4375,nan,0.0
+batch,16,200,2.1281700134277344,0.1875,nan,0.0
+batch,16,201,2.082933187484741,0.375,nan,0.0
+batch,16,202,2.1516833305358887,0.375,nan,0.0
+batch,16,203,2.157032012939453,0.125,nan,0.0
+batch,16,204,1.7747799158096313,0.5625,nan,0.0
+batch,16,205,1.7252225875854492,0.375,nan,0.0
+batch,16,206,1.8816771507263184,0.4375,nan,0.0
+batch,16,207,1.833831548690796,0.5625,nan,0.0
+batch,16,208,2.284140110015869,0.25,nan,0.0
+batch,16,209,2.0395543575286865,0.25,nan,0.0
+batch,16,210,1.5891544818878174,0.4375,nan,0.0
+batch,16,211,2.2693803310394287,0.1875,nan,0.0
+batch,16,212,2.0709309577941895,0.1875,nan,0.0
+batch,16,213,2.2755956649780273,0.1875,nan,0.0
+batch,16,214,2.108302593231201,0.125,nan,0.0
+batch,16,215,2.26278018951416,0.125,nan,0.0
+batch,16,216,2.0280065536499023,0.3125,nan,0.0
+batch,16,217,1.9212517738342285,0.4375,nan,0.0
+batch,16,218,2.0834593772888184,0.25,nan,0.0
+batch,16,219,2.033878803253174,0.375,nan,0.0
+batch,16,220,2.344926357269287,0.125,nan,0.0
+batch,16,221,2.108489751815796,0.25,nan,0.0
+batch,16,222,1.9864420890808105,0.3125,nan,0.0
+batch,16,223,2.167135715484619,0.25,nan,0.0
+batch,16,224,2.002927303314209,0.25,nan,0.0
+batch,16,225,2.2866663932800293,0.25,nan,0.0
+batch,16,226,2.67952299118042,0.0625,nan,0.0
+batch,16,227,2.2464303970336914,0.1875,nan,0.0
+batch,16,228,2.159801721572876,0.375,nan,0.0
+batch,16,229,2.015094041824341,0.3125,nan,0.0
+batch,16,230,2.5008201599121094,0.125,nan,0.0
+batch,16,231,1.9852389097213745,0.3125,nan,0.0
+batch,16,232,1.7508348226547241,0.5625,nan,0.0
+batch,16,233,1.8836872577667236,0.375,nan,0.0
+batch,16,234,2.0271387100219727,0.375,nan,0.0
+batch,16,235,1.7946193218231201,0.4375,nan,0.0
+batch,16,236,2.0180938243865967,0.3125,nan,0.0
+batch,16,237,1.9807238578796387,0.25,nan,0.0
+batch,16,238,2.1841461658477783,0.1875,nan,0.0
+batch,16,239,1.9569342136383057,0.4375,nan,0.0
+batch,16,240,2.2303686141967773,0.1875,nan,0.0
+batch,16,241,1.975540041923523,0.1875,nan,0.0
+batch,16,242,2.3115644454956055,0.0625,nan,0.0
+batch,16,243,1.9367473125457764,0.5,nan,0.0
+batch,16,244,1.9702398777008057,0.3125,nan,0.0
+batch,16,245,1.8754856586456299,0.375,nan,0.0
+batch,16,246,2.1381239891052246,0.1875,nan,0.0
+batch,16,247,2.6332693099975586,0.25,nan,0.0
+batch,16,248,2.257415533065796,0.25,nan,0.0
+batch,16,249,1.727120041847229,0.4375,nan,0.0
+batch,16,250,1.9109673500061035,0.3125,nan,0.0
+batch,16,251,1.848035216331482,0.375,nan,0.0
+batch,16,252,1.9988099336624146,0.3125,nan,0.0
+batch,16,253,2.1498825550079346,0.1875,nan,0.0
+batch,16,254,2.277259349822998,0.25,nan,0.0
+batch,16,255,1.911316156387329,0.3125,nan,0.0
+batch,16,256,2.394939422607422,0.1875,nan,0.0
+batch,16,257,2.2205119132995605,0.1875,nan,0.0
+batch,16,258,1.9787876605987549,0.25,nan,0.0
+batch,16,259,2.118122100830078,0.375,nan,0.0
+batch,16,260,1.577746868133545,0.625,nan,0.0
+batch,16,261,2.1243038177490234,0.3125,nan,0.0
+batch,16,262,1.9988977909088135,0.4375,nan,0.0
+batch,16,263,2.4336607456207275,0.25,nan,0.0
+batch,16,264,1.9277523756027222,0.3125,nan,0.0
+batch,16,265,1.797128438949585,0.5,nan,0.0
+batch,16,266,2.2592034339904785,0.25,nan,0.0
+batch,16,267,2.2439451217651367,0.4375,nan,0.0
+batch,16,268,2.226663112640381,0.1875,nan,0.0
+batch,16,269,1.8838471174240112,0.25,nan,0.0
+batch,16,270,2.0782127380371094,0.3125,nan,0.0
+batch,16,271,2.342874765396118,0.1875,nan,0.0
+batch,16,272,2.03053617477417,0.3125,nan,0.0
+batch,16,273,1.6979289054870605,0.375,nan,0.0
+batch,16,274,2.2011001110076904,0.1875,nan,0.0
+batch,16,275,1.8688757419586182,0.375,nan,0.0
+batch,16,276,2.1091413497924805,0.25,nan,0.0
+batch,16,277,1.80794095993042,0.375,nan,0.0
+batch,16,278,2.1483895778656006,0.25,nan,0.0
+batch,16,279,2.052841901779175,0.25,nan,0.0
+batch,16,280,1.745914340019226,0.4375,nan,0.0
+batch,16,281,2.157503366470337,0.125,nan,0.0
+batch,16,282,2.018463373184204,0.25,nan,0.0
+batch,16,283,1.995646595954895,0.375,nan,0.0
+batch,16,284,2.005805015563965,0.375,nan,0.0
+batch,16,285,2.2338151931762695,0.0625,nan,0.0
+batch,16,286,2.064568519592285,0.3125,nan,0.0
+batch,16,287,2.3083176612854004,0.1875,nan,0.0
+batch,16,288,1.8231624364852905,0.4375,nan,0.0
+batch,16,289,2.032750129699707,0.25,nan,0.0
+batch,16,290,2.134277105331421,0.125,nan,0.0
+batch,16,291,2.177090644836426,0.0625,nan,0.0
+batch,16,292,2.0289883613586426,0.1875,nan,0.0
+batch,16,293,2.212306261062622,0.1875,nan,0.0
+batch,16,294,2.046565532684326,0.3125,nan,0.0
+batch,16,295,2.1439332962036133,0.3125,nan,0.0
+batch,16,296,1.9127254486083984,0.375,nan,0.0
+batch,16,297,1.977447748184204,0.1875,nan,0.0
+batch,16,298,1.8746967315673828,0.375,nan,0.0
+batch,16,299,2.1638736724853516,0.5,nan,0.0
+batch,16,300,2.0179953575134277,0.3125,nan,0.0
+batch,16,301,2.1937947273254395,0.25,nan,0.0
+batch,16,302,1.9779325723648071,0.3125,nan,0.0
+batch,16,303,1.7272944450378418,0.375,nan,0.0
+batch,16,304,1.962969183921814,0.125,nan,0.0
+batch,16,305,2.0449864864349365,0.25,nan,0.0
+batch,16,306,1.850095272064209,0.4375,nan,0.0
+batch,16,307,2.1448512077331543,0.3125,nan,0.0
+batch,16,308,1.7607944011688232,0.25,nan,0.0
+batch,16,309,1.7494577169418335,0.5,nan,0.0
+batch,16,310,2.3962249755859375,0.1875,nan,0.0
+batch,16,311,2.0161046981811523,0.3125,nan,0.0
+batch,16,312,2.36116886138916,0.1875,nan,0.0
+batch,16,313,2.440387010574341,0.1875,nan,0.0
+batch,16,314,2.0903377532958984,0.3125,nan,0.0
+batch,16,315,2.4294040203094482,0.1875,nan,0.0
+batch,16,316,2.220108985900879,0.1875,nan,0.0
+batch,16,317,2.242034912109375,0.3125,nan,0.0
+batch,16,318,2.296471357345581,0.25,nan,0.0
+batch,16,319,2.1548609733581543,0.4375,nan,0.0
+batch,16,320,1.9100127220153809,0.4375,nan,0.0
+batch,16,321,2.1086132526397705,0.125,nan,0.0
+batch,16,322,2.215698719024658,0.1875,nan,0.0
+batch,16,323,1.919687032699585,0.375,nan,0.0
+batch,16,324,2.0044233798980713,0.25,nan,0.0
+batch,16,325,1.6781704425811768,0.4375,nan,0.0
+batch,16,326,1.7973835468292236,0.4375,nan,0.0
+batch,16,327,2.359076499938965,0.125,nan,0.0
+batch,16,328,2.077972888946533,0.25,nan,0.0
+batch,16,329,1.670243263244629,0.375,nan,0.0
+batch,16,330,1.936079978942871,0.1875,nan,0.0
+batch,16,331,2.1904549598693848,0.3125,nan,0.0
+batch,16,332,1.9658534526824951,0.125,nan,0.0
+batch,16,333,2.024190664291382,0.3125,nan,0.0
+batch,16,334,2.129185914993286,0.1875,nan,0.0
+batch,16,335,2.786825656890869,0.0625,nan,0.0
+batch,16,336,2.0904531478881836,0.625,nan,0.0
+batch,16,337,2.338864326477051,0.1875,nan,0.0
+batch,16,338,2.299368143081665,0.1875,nan,0.0
+batch,16,339,1.9434542655944824,0.4375,nan,0.0
+batch,16,340,2.060899257659912,0.375,nan,0.0
+batch,16,341,1.979026436805725,0.25,nan,0.0
+batch,16,342,2.117638111114502,0.25,nan,0.0
+batch,16,343,2.1584134101867676,0.125,nan,0.0
+batch,16,344,1.9821847677230835,0.375,nan,0.0
+batch,16,345,2.199288845062256,0.25,nan,0.0
+batch,16,346,2.0034289360046387,0.375,nan,0.0
+batch,16,347,1.6714391708374023,0.375,nan,0.0
+batch,16,348,2.0181198120117188,0.0625,nan,0.0
+batch,16,349,2.5155467987060547,0.3125,nan,0.0
+batch,16,350,1.9091681241989136,0.25,nan,0.0
+batch,16,351,1.9437940120697021,0.125,nan,0.0
+batch,16,352,2.0027947425842285,0.25,nan,0.0
+batch,16,353,1.9591670036315918,0.1875,nan,0.0
+batch,16,354,1.9304418563842773,0.375,nan,0.0
+batch,16,355,2.125110149383545,0.3125,nan,0.0
+batch,16,356,2.055561065673828,0.25,nan,0.0
+batch,16,357,1.9423922300338745,0.375,nan,0.0
+batch,16,358,1.6580698490142822,0.4375,nan,0.0
+batch,16,359,2.1064817905426025,0.25,nan,0.0
+batch,16,360,2.3773059844970703,0.125,nan,0.0
+batch,16,361,2.363279342651367,0.0625,nan,0.0
+batch,16,362,2.0210623741149902,0.25,nan,0.0
+batch,16,363,1.9149065017700195,0.5,nan,0.0
+batch,16,364,1.7801529169082642,0.375,nan,0.0
+batch,16,365,1.8223135471343994,0.375,nan,0.0
+batch,16,366,1.9626965522766113,0.25,nan,0.0
+batch,16,367,2.0255990028381348,0.1875,nan,0.0
+batch,16,368,1.7037286758422852,0.375,nan,0.0
+batch,16,369,1.98960542678833,0.3125,nan,0.0
+batch,16,370,2.2509357929229736,0.3125,nan,0.0
+batch,16,371,2.1602773666381836,0.1875,nan,0.0
+batch,16,372,2.2283272743225098,0.25,nan,0.0
+batch,16,373,2.1190333366394043,0.3125,nan,0.0
+batch,16,374,2.2892913818359375,0.1875,nan,0.0
+batch,16,375,2.1050384044647217,0.375,nan,0.0
+batch,16,376,1.8036048412322998,0.375,nan,0.0
+batch,16,377,1.8303804397583008,0.4375,nan,0.0
+batch,16,378,2.2593395709991455,0.0625,nan,0.0
+batch,16,379,1.9143249988555908,0.1875,nan,0.0
+batch,16,380,2.086289405822754,0.3125,nan,0.0
+batch,16,381,1.6906585693359375,0.3125,nan,0.0
+batch,16,382,2.341012716293335,0.25,nan,0.0
+batch,16,383,2.3435773849487305,0.3125,nan,0.0
+batch,16,384,1.9478853940963745,0.3125,nan,0.0
+batch,16,385,2.0806972980499268,0.25,nan,0.0
+batch,16,386,2.155266284942627,0.1875,nan,0.0
+batch,16,387,2.137155532836914,0.1875,nan,0.0
+batch,16,388,2.27670955657959,0.25,nan,0.0
+batch,16,389,1.5249719619750977,0.4375,nan,0.0
+batch,16,390,2.2747068405151367,0.3125,nan,0.0
+batch,16,391,1.9484953880310059,0.375,nan,0.0
+batch,16,392,2.0304136276245117,0.3125,nan,0.0
+batch,16,393,2.036749839782715,0.25,nan,0.0
+batch,16,394,2.2392001152038574,0.375,nan,0.0
+batch,16,395,2.0977816581726074,0.25,nan,0.0
+batch,16,396,2.034438133239746,0.125,nan,0.0
+batch,16,397,2.1893043518066406,0.375,nan,0.0
+batch,16,398,1.8081475496292114,0.4375,nan,0.0
+batch,16,399,2.259674072265625,0.1875,nan,0.0
+batch,16,400,1.9821345806121826,0.3125,nan,0.0
+batch,16,401,1.8678860664367676,0.4375,nan,0.0
+batch,16,402,2.1675620079040527,0.25,nan,0.0
+batch,16,403,2.5743319988250732,0.3125,nan,0.0
+batch,16,404,2.0552945137023926,0.25,nan,0.0
+batch,16,405,2.1826295852661133,0.1875,nan,0.0
+batch,16,406,1.8655915260314941,0.5,nan,0.0
+batch,16,407,2.2081830501556396,0.3125,nan,0.0
+batch,16,408,1.7613917589187622,0.375,nan,0.0
+batch,16,409,2.3533079624176025,0.125,nan,0.0
+batch,16,410,1.8686566352844238,0.375,nan,0.0
+batch,16,411,2.0689797401428223,0.3125,nan,0.0
+batch,16,412,2.2255008220672607,0.1875,nan,0.0
+batch,16,413,2.297135829925537,0.25,nan,0.0
+batch,16,414,1.7393372058868408,0.4375,nan,0.0
+batch,16,415,1.833357572555542,0.5,nan,0.0
+batch,16,416,1.8978726863861084,0.25,nan,0.0
+batch,16,417,2.366515636444092,0.1875,nan,0.0
+batch,16,418,2.100238084793091,0.25,nan,0.0
+batch,16,419,1.8405416011810303,0.375,nan,0.0
+batch,16,420,2.0561559200286865,0.25,nan,0.0
+batch,16,421,1.9968003034591675,0.25,nan,0.0
+batch,16,422,1.9037567377090454,0.375,nan,0.0
+batch,16,423,1.927207112312317,0.3125,nan,0.0
+batch,16,424,2.00000262260437,0.3125,nan,0.0
+batch,16,425,1.76180100440979,0.4375,nan,0.0
+batch,16,426,1.8769128322601318,0.25,nan,0.0
+batch,16,427,1.6053173542022705,0.375,nan,0.0
+batch,16,428,2.0392370223999023,0.3125,nan,0.0
+batch,16,429,1.969247817993164,0.1875,nan,0.0
+batch,16,430,1.8608880043029785,0.1875,nan,0.0
+batch,16,431,2.2262284755706787,0.25,nan,0.0
+batch,16,432,1.7840886116027832,0.375,nan,0.0
+batch,16,433,1.7312549352645874,0.5,nan,0.0
+batch,16,434,2.0439014434814453,0.3125,nan,0.0
+batch,16,435,1.5447560548782349,0.3125,nan,0.0
+batch,16,436,1.8691083192825317,0.25,nan,0.0
+batch,16,437,2.0061497688293457,0.375,nan,0.0
+batch,16,438,2.3070566654205322,0.25,nan,0.0
+batch,16,439,1.9547475576400757,0.375,nan,0.0
+batch,16,440,1.8684029579162598,0.25,nan,0.0
+batch,16,441,1.995050072669983,0.4375,nan,0.0
+batch,16,442,1.9543102979660034,0.375,nan,0.0
+batch,16,443,2.240229606628418,0.25,nan,0.0
+batch,16,444,2.1696863174438477,0.0625,nan,0.0
+batch,16,445,1.988713264465332,0.1875,nan,0.0
+batch,16,446,2.1208362579345703,0.125,nan,0.0
+batch,16,447,1.9286069869995117,0.375,nan,0.0
+batch,16,448,1.9788627624511719,0.1875,nan,0.0
+batch,16,449,1.8184247016906738,0.3125,nan,0.0
+batch,16,450,1.7646429538726807,0.3125,nan,0.0
+batch,16,451,2.1113462448120117,0.375,nan,0.0
+batch,16,452,1.6303927898406982,0.5625,nan,0.0
+batch,16,453,1.890418291091919,0.1875,nan,0.0
+batch,16,454,1.7833428382873535,0.3125,nan,0.0
+batch,16,455,2.323242664337158,0.3125,nan,0.0
+batch,16,456,1.863673210144043,0.375,nan,0.0
+batch,16,457,1.6797573566436768,0.4375,nan,0.0
+batch,16,458,1.827587366104126,0.1875,nan,0.0
+batch,16,459,2.1453042030334473,0.4375,nan,0.0
+batch,16,460,2.1656880378723145,0.25,nan,0.0
+batch,16,461,1.8307826519012451,0.1875,nan,0.0
+batch,16,462,1.6643511056900024,0.4375,nan,0.0
+batch,16,463,2.1576013565063477,0.0625,nan,0.0
+batch,16,464,1.9466978311538696,0.25,nan,0.0
+batch,16,465,2.0543322563171387,0.25,nan,0.0
+batch,16,466,1.7916207313537598,0.5,nan,0.0
+batch,16,467,1.9376091957092285,0.3125,nan,0.0
+batch,16,468,1.7355133295059204,0.5,nan,0.0
+batch,16,469,1.7930357456207275,0.4375,nan,0.0
+batch,16,470,2.004638671875,0.3125,nan,0.0
+batch,16,471,1.9079806804656982,0.25,nan,0.0
+batch,16,472,1.979522466659546,0.125,nan,0.0
+batch,16,473,1.9322268962860107,0.3125,nan,0.0
+batch,16,474,2.1616926193237305,0.25,nan,0.0
+batch,16,475,1.8344404697418213,0.375,nan,0.0
+batch,16,476,2.010174036026001,0.25,nan,0.0
+batch,16,477,2.337531328201294,0.375,nan,0.0
+batch,16,478,2.070615768432617,0.3125,nan,0.0
+batch,16,479,2.1290225982666016,0.25,nan,0.0
+batch,16,480,2.1879029273986816,0.1875,nan,0.0
+batch,16,481,2.512220859527588,0.1875,nan,0.0
+batch,16,482,1.8154950141906738,0.375,nan,0.0
+batch,16,483,1.8436049222946167,0.375,nan,0.0
+batch,16,484,2.218043804168701,0.1875,nan,0.0
+batch,16,485,2.4722800254821777,0.3125,nan,0.0
+batch,16,486,1.9192209243774414,0.3125,nan,0.0
+batch,16,487,1.8658214807510376,0.25,nan,0.0
+batch,16,488,2.122844696044922,0.3125,nan,0.0
+batch,16,489,1.8549365997314453,0.25,nan,0.0
+batch,16,490,2.071564197540283,0.25,nan,0.0
+batch,16,491,2.2926747798919678,0.1875,nan,0.0
+batch,16,492,1.9956045150756836,0.4375,nan,0.0
+batch,16,493,1.998885154724121,0.3125,nan,0.0
+batch,16,494,2.1312055587768555,0.125,nan,0.0
+batch,16,495,2.0062875747680664,0.375,nan,0.0
+batch,16,496,1.998288631439209,0.4375,nan,0.0
+batch,16,497,2.118285655975342,0.3125,nan,0.0
+batch,16,498,1.962673544883728,0.1875,nan,0.0
+batch,16,499,1.831222414970398,0.5,nan,0.0
+batch,16,500,1.716090202331543,0.4375,nan,0.0
+batch,16,501,2.0132036209106445,0.125,nan,0.0
+batch,16,502,2.1509318351745605,0.1875,nan,0.0
+batch,16,503,1.79208242893219,0.3125,nan,0.0
+batch,16,504,2.1168084144592285,0.25,nan,0.0
+batch,16,505,2.0500779151916504,0.1875,nan,0.0
+batch,16,506,1.828216314315796,0.375,nan,0.0
+batch,16,507,1.694227695465088,0.375,nan,0.0
+batch,16,508,2.703543186187744,0.0625,nan,0.0
+batch,16,509,2.5450499057769775,0.25,nan,0.0
+epoch,16,-1,2.0408297205976904,0.2959784207945071,nan,64.72535276412964
+batch,17,0,1.9467276334762573,0.3125,nan,0.0
+batch,17,1,1.8999196290969849,0.375,nan,0.0
+batch,17,2,1.9589252471923828,0.4375,nan,0.0
+batch,17,3,2.1775174140930176,0.125,nan,0.0
+batch,17,4,2.061121702194214,0.3125,nan,0.0
+batch,17,5,2.0791175365448,0.375,nan,0.0
+batch,17,6,2.4029250144958496,0.125,nan,0.0
+batch,17,7,2.1731128692626953,0.1875,nan,0.0
+batch,17,8,2.062849760055542,0.4375,nan,0.0
+batch,17,9,1.6420601606369019,0.5625,nan,0.0
+batch,17,10,1.8882856369018555,0.3125,nan,0.0
+batch,17,11,1.709762692451477,0.375,nan,0.0
+batch,17,12,1.888123869895935,0.4375,nan,0.0
+batch,17,13,1.8266448974609375,0.375,nan,0.0
+batch,17,14,1.907355546951294,0.25,nan,0.0
+batch,17,15,1.9667876958847046,0.4375,nan,0.0
+batch,17,16,2.308332920074463,0.0625,nan,0.0
+batch,17,17,2.063994884490967,0.3125,nan,0.0
+batch,17,18,2.0414156913757324,0.3125,nan,0.0
+batch,17,19,1.8058853149414062,0.25,nan,0.0
+batch,17,20,2.077324390411377,0.1875,nan,0.0
+batch,17,21,2.1165242195129395,0.25,nan,0.0
+batch,17,22,2.001249313354492,0.3125,nan,0.0
+batch,17,23,2.280824661254883,0.3125,nan,0.0
+batch,17,24,2.2789812088012695,0.3125,nan,0.0
+batch,17,25,2.0331473350524902,0.25,nan,0.0
+batch,17,26,1.8974465131759644,0.375,nan,0.0
+batch,17,27,1.8756722211837769,0.375,nan,0.0
+batch,17,28,2.2019505500793457,0.25,nan,0.0
+batch,17,29,2.0213823318481445,0.25,nan,0.0
+batch,17,30,1.5623047351837158,0.5,nan,0.0
+batch,17,31,2.3048646450042725,0.25,nan,0.0
+batch,17,32,2.4220099449157715,0.0625,nan,0.0
+batch,17,33,1.715104103088379,0.5,nan,0.0
+batch,17,34,1.9679311513900757,0.1875,nan,0.0
+batch,17,35,1.9962937831878662,0.25,nan,0.0
+batch,17,36,2.026400089263916,0.3125,nan,0.0
+batch,17,37,1.976448893547058,0.375,nan,0.0
+batch,17,38,1.9232150316238403,0.375,nan,0.0
+batch,17,39,2.2528536319732666,0.3125,nan,0.0
+batch,17,40,1.9587188959121704,0.25,nan,0.0
+batch,17,41,2.2618346214294434,0.25,nan,0.0
+batch,17,42,2.075138568878174,0.3125,nan,0.0
+batch,17,43,2.6395511627197266,0.0,nan,0.0
+batch,17,44,2.3008220195770264,0.125,nan,0.0
+batch,17,45,2.0581092834472656,0.1875,nan,0.0
+batch,17,46,2.0608363151550293,0.25,nan,0.0
+batch,17,47,1.8658541440963745,0.25,nan,0.0
+batch,17,48,1.8507630825042725,0.375,nan,0.0
+batch,17,49,1.9931318759918213,0.25,nan,0.0
+batch,17,50,2.1444194316864014,0.3125,nan,0.0
+batch,17,51,2.2150301933288574,0.1875,nan,0.0
+batch,17,52,1.922346591949463,0.1875,nan,0.0
+batch,17,53,2.424661159515381,0.1875,nan,0.0
+batch,17,54,2.500337600708008,0.125,nan,0.0
+batch,17,55,2.0929460525512695,0.3125,nan,0.0
+batch,17,56,2.1218650341033936,0.3125,nan,0.0
+batch,17,57,2.2343316078186035,0.25,nan,0.0
+batch,17,58,2.4064042568206787,0.3125,nan,0.0
+batch,17,59,2.107534646987915,0.25,nan,0.0
+batch,17,60,2.13586688041687,0.3125,nan,0.0
+batch,17,61,2.224027156829834,0.25,nan,0.0
+batch,17,62,2.079596519470215,0.25,nan,0.0
+batch,17,63,1.8927103281021118,0.25,nan,0.0
+batch,17,64,1.5144202709197998,0.4375,nan,0.0
+batch,17,65,2.15897274017334,0.25,nan,0.0
+batch,17,66,1.7880518436431885,0.375,nan,0.0
+batch,17,67,2.0897574424743652,0.1875,nan,0.0
+batch,17,68,2.114323616027832,0.25,nan,0.0
+batch,17,69,2.2515525817871094,0.25,nan,0.0
+batch,17,70,2.374408006668091,0.1875,nan,0.0
+batch,17,71,1.6036267280578613,0.4375,nan,0.0
+batch,17,72,1.9020217657089233,0.375,nan,0.0
+batch,17,73,2.3354344367980957,0.1875,nan,0.0
+batch,17,74,2.2710468769073486,0.1875,nan,0.0
+batch,17,75,1.6257926225662231,0.6875,nan,0.0
+batch,17,76,2.2200772762298584,0.1875,nan,0.0
+batch,17,77,2.0025277137756348,0.3125,nan,0.0
+batch,17,78,1.988080620765686,0.375,nan,0.0
+batch,17,79,2.2025489807128906,0.1875,nan,0.0
+batch,17,80,2.0178885459899902,0.3125,nan,0.0
+batch,17,81,1.568084478378296,0.5,nan,0.0
+batch,17,82,2.0838160514831543,0.125,nan,0.0
+batch,17,83,2.085873603820801,0.375,nan,0.0
+batch,17,84,2.165865898132324,0.1875,nan,0.0
+batch,17,85,2.309802532196045,0.25,nan,0.0
+batch,17,86,2.680278778076172,0.1875,nan,0.0
+batch,17,87,1.9889742136001587,0.25,nan,0.0
+batch,17,88,2.0538439750671387,0.25,nan,0.0
+batch,17,89,2.0535972118377686,0.25,nan,0.0
+batch,17,90,1.9385896921157837,0.3125,nan,0.0
+batch,17,91,2.024574041366577,0.25,nan,0.0
+batch,17,92,1.746920108795166,0.375,nan,0.0
+batch,17,93,2.0931453704833984,0.1875,nan,0.0
+batch,17,94,2.116908550262451,0.1875,nan,0.0
+batch,17,95,2.170254707336426,0.25,nan,0.0
+batch,17,96,2.021113634109497,0.3125,nan,0.0
+batch,17,97,1.8052440881729126,0.375,nan,0.0
+batch,17,98,2.1741604804992676,0.3125,nan,0.0
+batch,17,99,2.091322422027588,0.1875,nan,0.0
+batch,17,100,2.112393617630005,0.3125,nan,0.0
+batch,17,101,1.9156043529510498,0.25,nan,0.0
+batch,17,102,2.355902671813965,0.5,nan,0.0
+batch,17,103,1.8827621936798096,0.4375,nan,0.0
+batch,17,104,1.9869589805603027,0.375,nan,0.0
+batch,17,105,1.9574272632598877,0.375,nan,0.0
+batch,17,106,1.7692193984985352,0.375,nan,0.0
+batch,17,107,1.9494655132293701,0.1875,nan,0.0
+batch,17,108,2.5745530128479004,0.125,nan,0.0
+batch,17,109,1.922947645187378,0.3125,nan,0.0
+batch,17,110,2.0875003337860107,0.125,nan,0.0
+batch,17,111,1.714778184890747,0.4375,nan,0.0
+batch,17,112,1.5299561023712158,0.625,nan,0.0
+batch,17,113,2.0137948989868164,0.3125,nan,0.0
+batch,17,114,1.9670476913452148,0.25,nan,0.0
+batch,17,115,2.5566439628601074,0.0,nan,0.0
+batch,17,116,1.9253625869750977,0.1875,nan,0.0
+batch,17,117,2.3148317337036133,0.0625,nan,0.0
+batch,17,118,1.5865306854248047,0.4375,nan,0.0
+batch,17,119,1.657012701034546,0.25,nan,0.0
+batch,17,120,2.006032943725586,0.3125,nan,0.0
+batch,17,121,2.1324753761291504,0.1875,nan,0.0
+batch,17,122,1.9980183839797974,0.375,nan,0.0
+batch,17,123,2.39569091796875,0.0625,nan,0.0
+batch,17,124,1.913271427154541,0.25,nan,0.0
+batch,17,125,2.0075464248657227,0.4375,nan,0.0
+batch,17,126,1.8590753078460693,0.375,nan,0.0
+batch,17,127,1.8167352676391602,0.375,nan,0.0
+batch,17,128,2.0085318088531494,0.125,nan,0.0
+batch,17,129,1.970659852027893,0.375,nan,0.0
+batch,17,130,2.0925471782684326,0.3125,nan,0.0
+batch,17,131,1.8811177015304565,0.3125,nan,0.0
+batch,17,132,1.7211222648620605,0.1875,nan,0.0
+batch,17,133,2.174614906311035,0.375,nan,0.0
+batch,17,134,2.220109701156616,0.3125,nan,0.0
+batch,17,135,1.9421172142028809,0.4375,nan,0.0
+batch,17,136,1.9759044647216797,0.25,nan,0.0
|