{ "Accuracy": 72.88, "Time": [ 263.32219986375424, 3.387782542737805, 39606.83105463302 ], "Optimizer": { "Meta": { "optim": "Adam", "lr": 0.01 }, "Inner": { "optim": "SGD", "lr": 0.1, "momentum": 0.9 } }, "Device": "Graphics Device", "Param_names": [ "Identity", "FlipUD", "FlipLR", "Rotate", "TranslateX", "TranslateY", "ShearX", "ShearY", "Contrast", "Color", "Brightness", "Sharpness", "Posterize", "Solarize" ], "Log": [ { "epoch": 1, "train_loss": 4.574848175048828, "val_loss": 2.2905590534210205, "acc": 10.86, "time": 223.12230302998796, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142626494169235, "m": 0.5 }, { "p": 0.07143503427505493, "m": 0.5 }, { "p": 0.07144329696893692, "m": 0.5 }, { "p": 0.07144332677125931, "m": 0.44521623849868774 }, { "p": 0.07141207158565521, "m": 0.4400973320007324 }, { "p": 0.07142703235149384, "m": 0.4408389627933502 }, { "p": 0.07141391932964325, "m": 0.5633420348167419 }, { "p": 0.0714346319437027, "m": 0.5827521085739136 }, { "p": 0.0714343935251236, "m": 0.4430825710296631 }, { "p": 0.07144879549741745, "m": 0.5712065696716309 }, { "p": 0.0714423656463623, "m": 0.6263667345046997 }, { "p": 0.07146470993757248, "m": 0.6493235230445862 }, { "p": 0.07133769989013672, "m": 0.5 }, { "p": 0.07143643498420715, "m": 0.5 } ] }, { "epoch": 2, "train_loss": 4.608966827392578, "val_loss": 2.307896852493286, "acc": 10.0, "time": 263.3602419649251, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142855226993561, "m": 0.5 }, { "p": 0.07142858952283859, "m": 0.5 }, { "p": 0.0714288204908371, "m": 0.5 }, { "p": 0.07142888754606247, "m": 0.4365936815738678 }, { "p": 0.07142852246761322, "m": 0.43726661801338196 }, { "p": 0.07142917811870575, "m": 0.44442567229270935 }, { "p": 0.0714280977845192, "m": 0.5645478367805481 }, { "p": 0.07142810523509979, "m": 0.6242906451225281 }, { "p": 0.07142827659845352, "m": 0.3952632248401642 }, { "p": 0.07142820209264755, "m": 0.5901856422424316 }, { "p": 0.07142894715070724, "m": 0.6179556250572205 }, { "p": 0.07142835855484009, "m": 0.7452298998832703 }, { "p": 0.0714288279414177, "m": 0.5 }, { "p": 0.07142864912748337, "m": 0.5 } ] }, { "epoch": 3, "train_loss": 4.605216979980469, "val_loss": 2.3070240020751953, "acc": 10.0, "time": 262.74637172021903, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142846286296844, "m": 0.5 }, { "p": 0.07142862677574158, "m": 0.5 }, { "p": 0.07142861932516098, "m": 0.5 }, { "p": 0.07142852246761322, "m": 0.50178062915802 }, { "p": 0.07142858952283859, "m": 0.43935099244117737 }, { "p": 0.07142866402864456, "m": 0.4481051564216614 }, { "p": 0.07142870128154755, "m": 0.5785812139511108 }, { "p": 0.0714285671710968, "m": 0.5582113265991211 }, { "p": 0.07142896950244904, "m": 0.35269656777381897 }, { "p": 0.07142850756645203, "m": 0.574435293674469 }, { "p": 0.07142846286296844, "m": 0.6186274290084839 }, { "p": 0.07142826169729233, "m": 0.8838321566581726 }, { "p": 0.07142852991819382, "m": 0.5 }, { "p": 0.07142853736877441, "m": 0.5 } ] }, { "epoch": 4, "train_loss": 4.607965469360352, "val_loss": 2.30509614944458, "acc": 10.0, "time": 263.3317600239534, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142899185419083, "m": 0.5 }, { "p": 0.07142818719148636, "m": 0.5 }, { "p": 0.07142838090658188, "m": 0.5 }, { "p": 0.07142812758684158, "m": 0.45849505066871643 }, { "p": 0.07142838090658188, "m": 0.3985266387462616 }, { "p": 0.07142864912748337, "m": 0.344814658164978 }, { "p": 0.07142920047044754, "m": 0.42266812920570374 }, { "p": 0.07142866402864456, "m": 0.5039336085319519 }, { "p": 0.0714283138513565, "m": 0.1726677566766739 }, { "p": 0.07142829149961472, "m": 0.6898665428161621 }, { "p": 0.07142909616231918, "m": 0.633946418762207 }, { "p": 0.07142816483974457, "m": 0.7543286085128784 }, { "p": 0.07142826914787292, "m": 0.5 }, { "p": 0.07142926752567291, "m": 0.5 } ] }, { "epoch": 5, "train_loss": 4.638829231262207, "val_loss": 2.308215856552124, "acc": 10.0, "time": 264.58487890590914, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142852991819382, "m": 0.5 }, { "p": 0.07142858952283859, "m": 0.5 }, { "p": 0.07142847031354904, "m": 0.5 }, { "p": 0.07142861932516098, "m": 0.46232378482818604 }, { "p": 0.07142864912748337, "m": 0.40324562788009644 }, { "p": 0.07142887264490128, "m": 0.3075166940689087 }, { "p": 0.07142844051122665, "m": 0.40677085518836975 }, { "p": 0.07142860442399979, "m": 0.5166983604431152 }, { "p": 0.07142858952283859, "m": 0.18377317488193512 }, { "p": 0.07142849266529083, "m": 0.7333053350448608 }, { "p": 0.07142864912748337, "m": 0.5704854130744934 }, { "p": 0.07142848521471024, "m": 0.7018292546272278 }, { "p": 0.071428582072258, "m": 0.5 }, { "p": 0.07142840325832367, "m": 0.5 } ] }, { "epoch": 6, "train_loss": 4.617331027984619, "val_loss": 2.3089852333068848, "acc": 10.0, "time": 261.6978945580777, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142887264490128, "m": 0.5 }, { "p": 0.0714285597205162, "m": 0.5 }, { "p": 0.07142858952283859, "m": 0.5 }, { "p": 0.07142844051122665, "m": 0.5713806748390198 }, { "p": 0.07142870873212814, "m": 0.43017205595970154 }, { "p": 0.07142838090658188, "m": 0.27921032905578613 }, { "p": 0.07142863422632217, "m": 0.42256852984428406 }, { "p": 0.07142866402864456, "m": 0.5301274061203003 }, { "p": 0.07142874598503113, "m": 0.3336459696292877 }, { "p": 0.07142835855484009, "m": 0.8606481552124023 }, { "p": 0.07142852991819382, "m": 0.39628154039382935 }, { "p": 0.07142858952283859, "m": 0.7396623492240906 }, { "p": 0.0714283362030983, "m": 0.5 }, { "p": 0.07142861187458038, "m": 0.5 } ] }, { "epoch": 7, "train_loss": 4.623561859130859, "val_loss": 2.304445505142212, "acc": 10.0, "time": 262.67209415207617, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142870873212814, "m": 0.5 }, { "p": 0.07142848521471024, "m": 0.5 }, { "p": 0.07142852246761322, "m": 0.5 }, { "p": 0.07142861187458038, "m": 0.5839405059814453 }, { "p": 0.07142847031354904, "m": 0.42604851722717285 }, { "p": 0.07142864167690277, "m": 0.27414876222610474 }, { "p": 0.07142852991819382, "m": 0.4284873604774475 }, { "p": 0.07142837345600128, "m": 0.5954923629760742 }, { "p": 0.07142867892980576, "m": 0.3384937047958374 }, { "p": 0.07142884284257889, "m": 0.8679852485656738 }, { "p": 0.0714285671710968, "m": 0.4075620770454407 }, { "p": 0.07142855226993561, "m": 0.7354438304901123 }, { "p": 0.0714283362030983, "m": 0.5 }, { "p": 0.07142858952283859, "m": 0.5 } ] }, { "epoch": 8, "train_loss": 4.611285209655762, "val_loss": 2.3062350749969482, "acc": 10.0, "time": 263.19939038110897, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142897695302963, "m": 0.5 }, { "p": 0.07142852246761322, "m": 0.5 }, { "p": 0.07142873108386993, "m": 0.5 }, { "p": 0.07142850756645203, "m": 0.5946664214134216 }, { "p": 0.07142847031354904, "m": 0.42512381076812744 }, { "p": 0.07142837345600128, "m": 0.27443721890449524 }, { "p": 0.07142848521471024, "m": 0.44632452726364136 }, { "p": 0.07142818719148636, "m": 0.6417714357376099 }, { "p": 0.07142890989780426, "m": 0.3290250599384308 }, { "p": 0.07142838835716248, "m": 0.8814826011657715 }, { "p": 0.07142862677574158, "m": 0.37623757123947144 }, { "p": 0.07142859697341919, "m": 0.7605419754981995 }, { "p": 0.0714285746216774, "m": 0.5 }, { "p": 0.07142864167690277, "m": 0.5 } ] }, { "epoch": 9, "train_loss": 4.600322246551514, "val_loss": 2.301975727081299, "acc": 10.0, "time": 263.5463995500468, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142903655767441, "m": 0.5 }, { "p": 0.07142900675535202, "m": 0.5 }, { "p": 0.07142895460128784, "m": 0.5 }, { "p": 0.07142896205186844, "m": 0.7852526307106018 }, { "p": 0.07142898440361023, "m": 0.3243218660354614 }, { "p": 0.07142890989780426, "m": 0.10356182605028152 }, { "p": 0.07142892479896545, "m": 0.3386324346065521 }, { "p": 0.07142870873212814, "m": 0.48567038774490356 }, { "p": 0.07142886519432068, "m": 0.34206074476242065 }, { "p": 0.07142895460128784, "m": 0.7863608002662659 }, { "p": 0.07142682373523712, "m": 0.5354194045066833 }, { "p": 0.07142888009548187, "m": 0.9307918548583984 }, { "p": 0.07142891734838486, "m": 0.5 }, { "p": 0.0714261382818222, "m": 0.5 } ] }, { "epoch": 10, "train_loss": 4.585297107696533, "val_loss": 2.3033463954925537, "acc": 10.0, "time": 263.50771176815033, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0714285746216774, "m": 0.5 }, { "p": 0.07142846286296844, "m": 0.5 }, { "p": 0.07142865657806396, "m": 0.5 }, { "p": 0.07142859697341919, "m": 0.7777356505393982 }, { "p": 0.07142850756645203, "m": 0.32372015714645386 }, { "p": 0.07142852246761322, "m": 0.10145501792430878 }, { "p": 0.0714285746216774, "m": 0.3537693917751312 }, { "p": 0.07142866402864456, "m": 0.5078632235527039 }, { "p": 0.07142852246761322, "m": 0.1779710054397583 }, { "p": 0.07142875343561172, "m": 0.789304256439209 }, { "p": 0.07142850011587143, "m": 0.47598108649253845 }, { "p": 0.07142850756645203, "m": 1.0 }, { "p": 0.07142869383096695, "m": 0.5 }, { "p": 0.07142845541238785, "m": 0.5 } ] }, { "epoch": 11, "train_loss": 4.536800384521484, "val_loss": 2.259908676147461, "acc": 10.95, "time": 263.05708231800236, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142788171768188, "m": 0.5 }, { "p": 0.07142578065395355, "m": 0.5 }, { "p": 0.07144062966108322, "m": 0.5 }, { "p": 0.07142461836338043, "m": 0.7817725539207458 }, { "p": 0.07142253965139389, "m": 0.3258852958679199 }, { "p": 0.07143085449934006, "m": 0.10460832715034485 }, { "p": 0.07143659889698029, "m": 0.3663398325443268 }, { "p": 0.07142705470323563, "m": 0.5215829610824585 }, { "p": 0.07142540067434311, "m": 0.17937293648719788 }, { "p": 0.0714365765452385, "m": 0.8072271347045898 }, { "p": 0.07141862064599991, "m": 0.4784170687198639 }, { "p": 0.07142768055200577, "m": 1.0 }, { "p": 0.071428082883358, "m": 0.5 }, { "p": 0.07142763584852219, "m": 0.5 } ] }, { "epoch": 12, "train_loss": 4.595835208892822, "val_loss": 2.3052260875701904, "acc": 10.0, "time": 263.49725892790593, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142843306064606, "m": 0.5 }, { "p": 0.07142866402864456, "m": 0.5 }, { "p": 0.07142838835716248, "m": 0.5 }, { "p": 0.07142870128154755, "m": 0.7866204977035522 }, { "p": 0.07142863422632217, "m": 0.3301818370819092 }, { "p": 0.07142836600542068, "m": 0.11257442831993103 }, { "p": 0.0714285746216774, "m": 0.3816237449645996 }, { "p": 0.0714285671710968, "m": 0.5369580388069153 }, { "p": 0.07142874598503113, "m": 0.18101866543293 }, { "p": 0.07142852991819382, "m": 0.8292995691299438 }, { "p": 0.0714285597205162, "m": 0.4786323010921478 }, { "p": 0.07142863422632217, "m": 0.9985011219978333 }, { "p": 0.07142861932516098, "m": 0.5 }, { "p": 0.07142861187458038, "m": 0.5 } ] }, { "epoch": 13, "train_loss": 4.6057939529418945, "val_loss": 2.3036112785339355, "acc": 10.0, "time": 262.81731099798344, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142848521471024, "m": 0.5 }, { "p": 0.07142839580774307, "m": 0.5 }, { "p": 0.07142861187458038, "m": 0.5 }, { "p": 0.07142869383096695, "m": 0.7932856678962708 }, { "p": 0.0714283287525177, "m": 0.3312309682369232 }, { "p": 0.07142876833677292, "m": 0.11600768566131592 }, { "p": 0.07142852991819382, "m": 0.39588820934295654 }, { "p": 0.07142859697341919, "m": 0.5544010996818542 }, { "p": 0.07142841070890427, "m": 0.18250685930252075 }, { "p": 0.07142862677574158, "m": 0.8138180375099182 }, { "p": 0.07142865657806396, "m": 0.48070791363716125 }, { "p": 0.07142873108386993, "m": 0.9997326135635376 }, { "p": 0.07142867147922516, "m": 0.5 }, { "p": 0.07142846286296844, "m": 0.5 } ] }, { "epoch": 14, "train_loss": 4.603490829467773, "val_loss": 2.3078014850616455, "acc": 10.0, "time": 264.7683381389361, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0714278370141983, "m": 0.5 }, { "p": 0.0714278444647789, "m": 0.5 }, { "p": 0.07142945379018784, "m": 0.5 }, { "p": 0.07143095880746841, "m": 0.7981606721878052 }, { "p": 0.07142850756645203, "m": 0.33419069647789 }, { "p": 0.07142725586891174, "m": 0.12089930474758148 }, { "p": 0.07142779976129532, "m": 0.41004160046577454 }, { "p": 0.0714278444647789, "m": 0.5716046094894409 }, { "p": 0.07142911851406097, "m": 0.18463391065597534 }, { "p": 0.07143034040927887, "m": 0.8313310146331787 }, { "p": 0.07142917811870575, "m": 0.4838230311870575 }, { "p": 0.07142842561006546, "m": 0.997773289680481 }, { "p": 0.07142919301986694, "m": 0.5 }, { "p": 0.07142625749111176, "m": 0.5 } ] }, { "epoch": 15, "train_loss": 4.362204551696777, "val_loss": 2.1248648166656494, "acc": 18.64, "time": 263.0458705611527, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07139432430267334, "m": 0.5 }, { "p": 0.07142845541238785, "m": 0.5 }, { "p": 0.07141654193401337, "m": 0.5 }, { "p": 0.0714472234249115, "m": 0.7977032661437988 }, { "p": 0.07144419103860855, "m": 0.33775779604911804 }, { "p": 0.07143158465623856, "m": 0.11707516759634018 }, { "p": 0.07141724228858948, "m": 0.4281749725341797 }, { "p": 0.07144457846879959, "m": 0.5801585912704468 }, { "p": 0.07142379134893417, "m": 0.18974637985229492 }, { "p": 0.07141998410224915, "m": 0.838661789894104 }, { "p": 0.07143557071685791, "m": 0.48788681626319885 }, { "p": 0.07143986225128174, "m": 1.0 }, { "p": 0.07143433392047882, "m": 0.5 }, { "p": 0.07142229378223419, "m": 0.5 } ] }, { "epoch": 16, "train_loss": 4.451105117797852, "val_loss": 2.059743642807007, "acc": 19.95, "time": 264.80588986491784, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0714413970708847, "m": 0.5 }, { "p": 0.07142741978168488, "m": 0.5 }, { "p": 0.07143953442573547, "m": 0.5 }, { "p": 0.07145454734563828, "m": 0.7955523729324341 }, { "p": 0.07142065465450287, "m": 0.34070611000061035 }, { "p": 0.0714305192232132, "m": 0.12281711399555206 }, { "p": 0.07142549753189087, "m": 0.44754019379615784 }, { "p": 0.07144525647163391, "m": 0.5971073508262634 }, { "p": 0.07139521837234497, "m": 0.19395408034324646 }, { "p": 0.0714222714304924, "m": 0.8124484419822693 }, { "p": 0.0714193657040596, "m": 0.5025584697723389 }, { "p": 0.07143709063529968, "m": 1.0 }, { "p": 0.07144183665513992, "m": 0.5 }, { "p": 0.07139936834573746, "m": 0.5 } ] }, { "epoch": 17, "train_loss": 4.286055088043213, "val_loss": 2.0898239612579346, "acc": 20.57, "time": 264.0029391699936, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07145912945270538, "m": 0.5 }, { "p": 0.07140211015939713, "m": 0.5 }, { "p": 0.0714297741651535, "m": 0.5 }, { "p": 0.07143149524927139, "m": 0.8104146718978882 }, { "p": 0.07145305722951889, "m": 0.3335053026676178 }, { "p": 0.07142478972673416, "m": 0.11116359382867813 }, { "p": 0.07142475992441177, "m": 0.4664705693721771 }, { "p": 0.07144620269536972, "m": 0.6553065776824951 }, { "p": 0.07145016640424728, "m": 0.1952853947877884 }, { "p": 0.07140126824378967, "m": 0.8032681345939636 }, { "p": 0.07143671810626984, "m": 0.5001558661460876 }, { "p": 0.07143758237361908, "m": 1.0 }, { "p": 0.07142117619514465, "m": 0.5 }, { "p": 0.07138177752494812, "m": 0.5 } ] }, { "epoch": 18, "train_loss": 4.146358013153076, "val_loss": 1.966322422027588, "acc": 23.53, "time": 262.13408569898456, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07139649987220764, "m": 0.5 }, { "p": 0.07142257690429688, "m": 0.5 }, { "p": 0.07143712788820267, "m": 0.5 }, { "p": 0.07145868986845016, "m": 0.7932412028312683 }, { "p": 0.07143294811248779, "m": 0.3139367401599884 }, { "p": 0.07142927497625351, "m": 0.11070375144481659 }, { "p": 0.07142530381679535, "m": 0.4803798198699951 }, { "p": 0.0714430883526802, "m": 0.7183436751365662 }, { "p": 0.07144492864608765, "m": 0.20338065922260284 }, { "p": 0.0714128315448761, "m": 0.8368806838989258 }, { "p": 0.07142811268568039, "m": 0.5147894620895386 }, { "p": 0.0714324414730072, "m": 1.0 }, { "p": 0.0714353397488594, "m": 0.5 }, { "p": 0.07140085846185684, "m": 0.5 } ] }, { "epoch": 19, "train_loss": 4.210389614105225, "val_loss": 1.8239132165908813, "acc": 30.11, "time": 263.68800507998094, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0714515969157219, "m": 0.5 }, { "p": 0.07140570133924484, "m": 0.5 }, { "p": 0.07141654193401337, "m": 0.5 }, { "p": 0.07142379134893417, "m": 0.7801485061645508 }, { "p": 0.07139886170625687, "m": 0.29936403036117554 }, { "p": 0.07142581790685654, "m": 0.11354050785303116 }, { "p": 0.07146230340003967, "m": 0.491128534078598 }, { "p": 0.07144307345151901, "m": 0.7776650786399841 }, { "p": 0.07142651081085205, "m": 0.2181401401758194 }, { "p": 0.07142430543899536, "m": 0.8826320171356201 }, { "p": 0.07145076990127563, "m": 0.5240210890769958 }, { "p": 0.07143935561180115, "m": 1.0 }, { "p": 0.07141522318124771, "m": 0.5 }, { "p": 0.07141614705324173, "m": 0.5 } ] }, { "epoch": 20, "train_loss": 3.933422565460205, "val_loss": 1.762390375137329, "acc": 31.08, "time": 262.89264380093664, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0714196190237999, "m": 0.5 }, { "p": 0.07141179591417313, "m": 0.5 }, { "p": 0.07145211845636368, "m": 0.5 }, { "p": 0.07145877927541733, "m": 0.766323983669281 }, { "p": 0.07145900279283524, "m": 0.2908135950565338 }, { "p": 0.07141038030385971, "m": 0.11261560022830963 }, { "p": 0.07142257690429688, "m": 0.5061209201812744 }, { "p": 0.07142873108386993, "m": 0.8191627860069275 }, { "p": 0.07135416567325592, "m": 0.22779874503612518 }, { "p": 0.07139655202627182, "m": 0.8745806217193604 }, { "p": 0.07147224992513657, "m": 0.5418034195899963 }, { "p": 0.07142607867717743, "m": 1.0 }, { "p": 0.07146643102169037, "m": 0.5 }, { "p": 0.0714215338230133, "m": 0.5 } ] }, { "epoch": 21, "train_loss": 3.809380292892456, "val_loss": 1.7012494802474976, "acc": 34.08, "time": 263.41663211607374, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142427563667297, "m": 0.5 }, { "p": 0.07143092155456543, "m": 0.5 }, { "p": 0.0714370533823967, "m": 0.5 }, { "p": 0.07142186164855957, "m": 0.7645488977432251 }, { "p": 0.07140368968248367, "m": 0.2839316427707672 }, { "p": 0.07146584987640381, "m": 0.11099805682897568 }, { "p": 0.0714351013302803, "m": 0.5163547992706299 }, { "p": 0.07141260802745819, "m": 0.8260141611099243 }, { "p": 0.07146432250738144, "m": 0.23002509772777557 }, { "p": 0.07142455130815506, "m": 0.8638008236885071 }, { "p": 0.07144057005643845, "m": 0.5373296141624451 }, { "p": 0.07141423970460892, "m": 1.0 }, { "p": 0.07143297046422958, "m": 0.5 }, { "p": 0.07139196991920471, "m": 0.5 } ] }, { "epoch": 22, "train_loss": 3.6104884147644043, "val_loss": 1.648545742034912, "acc": 32.42, "time": 263.3701103639323, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07139211148023605, "m": 0.5 }, { "p": 0.07138445973396301, "m": 0.5 }, { "p": 0.07144798338413239, "m": 0.5 }, { "p": 0.07142233848571777, "m": 0.7309200167655945 }, { "p": 0.0714394599199295, "m": 0.265762597322464 }, { "p": 0.07146194577217102, "m": 0.11427845060825348 }, { "p": 0.07141999155282974, "m": 0.5259198546409607 }, { "p": 0.07146349549293518, "m": 0.7972281575202942 }, { "p": 0.0714116171002388, "m": 0.23525013029575348 }, { "p": 0.0714431032538414, "m": 0.9484394788742065 }, { "p": 0.07142402231693268, "m": 0.5462226867675781 }, { "p": 0.07143837958574295, "m": 0.9990717172622681 }, { "p": 0.07143020629882812, "m": 0.5 }, { "p": 0.0714208260178566, "m": 0.5 } ] }, { "epoch": 23, "train_loss": 4.1065826416015625, "val_loss": 1.7029703855514526, "acc": 35.37, "time": 263.07560849003494, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07143960893154144, "m": 0.5 }, { "p": 0.07137996703386307, "m": 0.5 }, { "p": 0.0714411810040474, "m": 0.5 }, { "p": 0.07149264961481094, "m": 0.6701086759567261 }, { "p": 0.07139923423528671, "m": 0.24137291312217712 }, { "p": 0.07148820161819458, "m": 0.15505872666835785 }, { "p": 0.07142902910709381, "m": 0.5266463756561279 }, { "p": 0.07148271054029465, "m": 0.7695806622505188 }, { "p": 0.0712721198797226, "m": 0.24012793600559235 }, { "p": 0.07138539105653763, "m": 0.9385644793510437 }, { "p": 0.07136606425046921, "m": 0.5451371669769287 }, { "p": 0.07147880643606186, "m": 1.0 }, { "p": 0.07148787379264832, "m": 0.5 }, { "p": 0.07145711034536362, "m": 0.5 } ] }, { "epoch": 24, "train_loss": 3.853358745574951, "val_loss": 1.754836082458496, "acc": 35.02, "time": 263.19430537102744, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07147377729415894, "m": 0.5 }, { "p": 0.07142670452594757, "m": 0.5 }, { "p": 0.07143427431583405, "m": 0.5 }, { "p": 0.07146134972572327, "m": 0.6429780721664429 }, { "p": 0.07145135849714279, "m": 0.2539394199848175 }, { "p": 0.07142584770917892, "m": 0.1325959861278534 }, { "p": 0.07143621146678925, "m": 0.5359852910041809 }, { "p": 0.07139679044485092, "m": 0.7010530829429626 }, { "p": 0.07135777920484543, "m": 0.24475644528865814 }, { "p": 0.07146896421909332, "m": 0.9229394197463989 }, { "p": 0.07138019055128098, "m": 0.5493307113647461 }, { "p": 0.07142016291618347, "m": 0.9855894446372986 }, { "p": 0.07151094824075699, "m": 0.5 }, { "p": 0.0713556632399559, "m": 0.5 } ] }, { "epoch": 25, "train_loss": 3.289363384246826, "val_loss": 1.5414862632751465, "acc": 42.25, "time": 264.0590088600293, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07140323519706726, "m": 0.5 }, { "p": 0.0714460089802742, "m": 0.5 }, { "p": 0.07145968079566956, "m": 0.5 }, { "p": 0.071436308324337, "m": 0.6336978673934937 }, { "p": 0.0714733824133873, "m": 0.24212196469306946 }, { "p": 0.0713823065161705, "m": 0.13531102240085602 }, { "p": 0.07143551111221313, "m": 0.5396016836166382 }, { "p": 0.07144223898649216, "m": 0.644737958908081 }, { "p": 0.07137540727853775, "m": 0.241485133767128 }, { "p": 0.07144637405872345, "m": 0.8546244502067566 }, { "p": 0.07144100964069366, "m": 0.5484086871147156 }, { "p": 0.07145380228757858, "m": 0.9686884880065918 }, { "p": 0.07139550894498825, "m": 0.5 }, { "p": 0.07140915840864182, "m": 0.5 } ] }, { "epoch": 26, "train_loss": 3.813166379928589, "val_loss": 1.8158743381500244, "acc": 37.59, "time": 263.11044532503, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07147233188152313, "m": 0.5 }, { "p": 0.0712856575846672, "m": 0.5 }, { "p": 0.0714607760310173, "m": 0.5 }, { "p": 0.071303591132164, "m": 0.5929913520812988 }, { "p": 0.07159187644720078, "m": 0.20734748244285583 }, { "p": 0.07140697538852692, "m": 0.10766468197107315 }, { "p": 0.07150264829397202, "m": 0.514521598815918 }, { "p": 0.07148616760969162, "m": 0.6372058987617493 }, { "p": 0.07143944501876831, "m": 0.25680112838745117 }, { "p": 0.07143149524927139, "m": 0.8203942775726318 }, { "p": 0.07140633463859558, "m": 0.553849995136261 }, { "p": 0.07135939598083496, "m": 0.9262359142303467 }, { "p": 0.07134813815355301, "m": 0.5 }, { "p": 0.0715051218867302, "m": 0.5 } ] }, { "epoch": 27, "train_loss": 3.4453964233398438, "val_loss": 1.546694278717041, "acc": 42.6, "time": 263.45208138693124, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07147589325904846, "m": 0.5 }, { "p": 0.07138604670763016, "m": 0.5 }, { "p": 0.0714501366019249, "m": 0.5 }, { "p": 0.0714685469865799, "m": 0.5673030614852905 }, { "p": 0.07140957564115524, "m": 0.1865740567445755 }, { "p": 0.07138191908597946, "m": 0.1033615916967392 }, { "p": 0.0713704377412796, "m": 0.5071724653244019 }, { "p": 0.07145757973194122, "m": 0.6260133981704712 }, { "p": 0.07146135717630386, "m": 0.23895959556102753 }, { "p": 0.07141134142875671, "m": 0.8766635060310364 }, { "p": 0.07140492647886276, "m": 0.5107776522636414 }, { "p": 0.07144277542829514, "m": 0.9389642477035522 }, { "p": 0.07148660719394684, "m": 0.5 }, { "p": 0.07139285653829575, "m": 0.5 } ] }, { "epoch": 28, "train_loss": 3.6068291664123535, "val_loss": 1.7056045532226562, "acc": 40.32, "time": 263.5504036198836, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07147211581468582, "m": 0.5 }, { "p": 0.07130060344934464, "m": 0.5 }, { "p": 0.07147734612226486, "m": 0.5 }, { "p": 0.07146414369344711, "m": 0.5486013889312744 }, { "p": 0.07147835195064545, "m": 0.18218876421451569 }, { "p": 0.0714719370007515, "m": 0.10217297822237015 }, { "p": 0.0714026391506195, "m": 0.5092525482177734 }, { "p": 0.07133261114358902, "m": 0.6502927541732788 }, { "p": 0.07141503691673279, "m": 0.25063183903694153 }, { "p": 0.07143533229827881, "m": 0.8032925128936768 }, { "p": 0.07148325443267822, "m": 0.5215684175491333 }, { "p": 0.07144209742546082, "m": 0.9828288555145264 }, { "p": 0.07147844135761261, "m": 0.5 }, { "p": 0.07134609669446945, "m": 0.5 } ] }, { "epoch": 29, "train_loss": 3.6550357341766357, "val_loss": 1.6028739213943481, "acc": 45.77, "time": 263.0981414010748, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07138705998659134, "m": 0.5 }, { "p": 0.07140892744064331, "m": 0.5 }, { "p": 0.07146445661783218, "m": 0.5 }, { "p": 0.07141107320785522, "m": 0.5095537900924683 }, { "p": 0.0714297965168953, "m": 0.1863146424293518 }, { "p": 0.07145138829946518, "m": 0.1296539604663849 }, { "p": 0.07148635387420654, "m": 0.5083490014076233 }, { "p": 0.07142803072929382, "m": 0.6633689999580383 }, { "p": 0.07140818983316422, "m": 0.2536590099334717 }, { "p": 0.07146546989679337, "m": 0.7400902509689331 }, { "p": 0.07142843306064606, "m": 0.5370783805847168 }, { "p": 0.07141133397817612, "m": 0.9787091612815857 }, { "p": 0.07143411040306091, "m": 0.5 }, { "p": 0.07138541340827942, "m": 0.5 } ] }, { "epoch": 30, "train_loss": 3.253150224685669, "val_loss": 1.5131925344467163, "acc": 45.51, "time": 264.1825466048904, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0714683011174202, "m": 0.5 }, { "p": 0.07138872146606445, "m": 0.5 }, { "p": 0.07147323340177536, "m": 0.5 }, { "p": 0.07146229594945908, "m": 0.4759507179260254 }, { "p": 0.07136865705251694, "m": 0.17674051225185394 }, { "p": 0.07145863771438599, "m": 0.17179332673549652 }, { "p": 0.07143887877464294, "m": 0.5426188707351685 }, { "p": 0.07143975794315338, "m": 0.6515896320343018 }, { "p": 0.07137426733970642, "m": 0.2546710669994354 }, { "p": 0.07135260850191116, "m": 0.7511864900588989 }, { "p": 0.07151569426059723, "m": 0.5445983409881592 }, { "p": 0.07143774628639221, "m": 1.0 }, { "p": 0.07140421867370605, "m": 0.5 }, { "p": 0.07141704112291336, "m": 0.5 } ] }, { "epoch": 31, "train_loss": 3.3543472290039062, "val_loss": 1.428149938583374, "acc": 48.2, "time": 263.9739377668593, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07143083214759827, "m": 0.5 }, { "p": 0.07138632982969284, "m": 0.5 }, { "p": 0.07144934684038162, "m": 0.5 }, { "p": 0.07142531126737595, "m": 0.5118589401245117 }, { "p": 0.07141135632991791, "m": 0.16984017193317413 }, { "p": 0.07139299809932709, "m": 0.21463021636009216 }, { "p": 0.07143861055374146, "m": 0.5545687079429626 }, { "p": 0.07142362743616104, "m": 0.6513751745223999 }, { "p": 0.07147906720638275, "m": 0.26929160952568054 }, { "p": 0.07144926488399506, "m": 0.796581506729126 }, { "p": 0.0714457631111145, "m": 0.5712516903877258 }, { "p": 0.07144160568714142, "m": 0.9858959317207336 }, { "p": 0.07143952697515488, "m": 0.5 }, { "p": 0.07138636708259583, "m": 0.5 } ] }, { "epoch": 32, "train_loss": 3.125270366668701, "val_loss": 1.51065993309021, "acc": 46.03, "time": 262.50706577603705, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07143525779247284, "m": 0.5 }, { "p": 0.07136832922697067, "m": 0.5 }, { "p": 0.07136933505535126, "m": 0.5 }, { "p": 0.07142613083124161, "m": 0.5263412594795227 }, { "p": 0.07142678648233414, "m": 0.1703077107667923 }, { "p": 0.07141830027103424, "m": 0.2075607031583786 }, { "p": 0.07144904136657715, "m": 0.577102780342102 }, { "p": 0.07153558731079102, "m": 0.6791867017745972 }, { "p": 0.07143121212720871, "m": 0.28647491335868835 }, { "p": 0.07141546159982681, "m": 0.8604379892349243 }, { "p": 0.07147134095430374, "m": 0.5929880738258362 }, { "p": 0.07145710289478302, "m": 0.9826416969299316 }, { "p": 0.07145573943853378, "m": 0.5 }, { "p": 0.07134038954973221, "m": 0.5 } ] }, { "epoch": 33, "train_loss": 2.9840354919433594, "val_loss": 1.4794012308120728, "acc": 48.57, "time": 263.5513842010405, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0713786855340004, "m": 0.5 }, { "p": 0.07138923555612564, "m": 0.5 }, { "p": 0.07141374796628952, "m": 0.5 }, { "p": 0.07146792113780975, "m": 0.585647702217102 }, { "p": 0.07144125550985336, "m": 0.17112627625465393 }, { "p": 0.0714419037103653, "m": 0.2804158329963684 }, { "p": 0.07145161926746368, "m": 0.555274486541748 }, { "p": 0.07143697142601013, "m": 0.6466329097747803 }, { "p": 0.07147113978862762, "m": 0.2733653485774994 }, { "p": 0.07145097851753235, "m": 0.7211762070655823 }, { "p": 0.07144203782081604, "m": 0.5942244529724121 }, { "p": 0.07143475860357285, "m": 0.9680819511413574 }, { "p": 0.0714399442076683, "m": 0.5 }, { "p": 0.07133981585502625, "m": 0.5 } ] }, { "epoch": 34, "train_loss": 3.303549289703369, "val_loss": 1.3619384765625, "acc": 50.36, "time": 264.0252396829892, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142579555511475, "m": 0.5 }, { "p": 0.07135111093521118, "m": 0.5 }, { "p": 0.07150786370038986, "m": 0.5 }, { "p": 0.0714506059885025, "m": 0.565707266330719 }, { "p": 0.07137767225503922, "m": 0.1697429120540619 }, { "p": 0.07141228020191193, "m": 0.26140737533569336 }, { "p": 0.07141467183828354, "m": 0.5783633589744568 }, { "p": 0.07146241515874863, "m": 0.6430960297584534 }, { "p": 0.07144380360841751, "m": 0.2731606066226959 }, { "p": 0.07144774496555328, "m": 0.6387342214584351 }, { "p": 0.07140231877565384, "m": 0.5993366241455078 }, { "p": 0.07147444039583206, "m": 0.9772378206253052 }, { "p": 0.07145512104034424, "m": 0.5 }, { "p": 0.07137412577867508, "m": 0.5 } ] }, { "epoch": 35, "train_loss": 3.3906564712524414, "val_loss": 1.3340399265289307, "acc": 51.27, "time": 264.4236780719366, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07144293934106827, "m": 0.5 }, { "p": 0.0713275596499443, "m": 0.5 }, { "p": 0.07144315540790558, "m": 0.5 }, { "p": 0.07146115601062775, "m": 0.5548421144485474 }, { "p": 0.071448415517807, "m": 0.15711486339569092 }, { "p": 0.07143091410398483, "m": 0.2400248646736145 }, { "p": 0.07141879200935364, "m": 0.6420262455940247 }, { "p": 0.07141828536987305, "m": 0.64399653673172 }, { "p": 0.07138673216104507, "m": 0.2755291163921356 }, { "p": 0.07147932797670364, "m": 0.6113024950027466 }, { "p": 0.07142934948205948, "m": 0.584586501121521 }, { "p": 0.07144072651863098, "m": 1.0 }, { "p": 0.07148987054824829, "m": 0.5 }, { "p": 0.07138277590274811, "m": 0.5 } ] }, { "epoch": 36, "train_loss": 3.0281431674957275, "val_loss": 1.3262317180633545, "acc": 53.49, "time": 262.43517095805146, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07147390395402908, "m": 0.5 }, { "p": 0.07139692455530167, "m": 0.5 }, { "p": 0.07141721248626709, "m": 0.5 }, { "p": 0.0714600533246994, "m": 0.5811311602592468 }, { "p": 0.07141952961683273, "m": 0.19980035722255707 }, { "p": 0.07142073661088943, "m": 0.34934961795806885 }, { "p": 0.07143698632717133, "m": 0.6628761887550354 }, { "p": 0.07148192822933197, "m": 0.674402117729187 }, { "p": 0.07140202820301056, "m": 0.27334120869636536 }, { "p": 0.07143838703632355, "m": 0.5696111917495728 }, { "p": 0.07141581177711487, "m": 0.5910292267799377 }, { "p": 0.07144948095083237, "m": 0.9697252511978149 }, { "p": 0.07144629210233688, "m": 0.5 }, { "p": 0.07134073227643967, "m": 0.5 } ] }, { "epoch": 37, "train_loss": 2.9312562942504883, "val_loss": 1.3200390338897705, "acc": 50.44, "time": 263.14210351603106, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07146326452493668, "m": 0.5 }, { "p": 0.07142503559589386, "m": 0.5 }, { "p": 0.07143174111843109, "m": 0.5 }, { "p": 0.07146956026554108, "m": 0.6492941975593567 }, { "p": 0.07148966193199158, "m": 0.204431414604187 }, { "p": 0.07143542170524597, "m": 0.34087228775024414 }, { "p": 0.07140674442052841, "m": 0.6783254146575928 }, { "p": 0.07141377776861191, "m": 0.7046635746955872 }, { "p": 0.07141625136137009, "m": 0.29217344522476196 }, { "p": 0.0713864415884018, "m": 0.5808202028274536 }, { "p": 0.07147232443094254, "m": 0.6020210385322571 }, { "p": 0.07143130898475647, "m": 0.991136372089386 }, { "p": 0.07142242044210434, "m": 0.5 }, { "p": 0.07133600115776062, "m": 0.5 } ] }, { "epoch": 38, "train_loss": 3.1208784580230713, "val_loss": 1.368872046470642, "acc": 52.55, "time": 262.8372182780877, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07145778089761734, "m": 0.5 }, { "p": 0.07138523459434509, "m": 0.5 }, { "p": 0.07145649194717407, "m": 0.5 }, { "p": 0.07145217061042786, "m": 0.6529319882392883 }, { "p": 0.07138298451900482, "m": 0.19995108246803284 }, { "p": 0.07140320539474487, "m": 0.3944011628627777 }, { "p": 0.07147937268018723, "m": 0.6316649317741394 }, { "p": 0.07139673084020615, "m": 0.7314587235450745 }, { "p": 0.07148287445306778, "m": 0.28471553325653076 }, { "p": 0.07138106971979141, "m": 0.4531691074371338 }, { "p": 0.07148679345846176, "m": 0.612038254737854 }, { "p": 0.07142241299152374, "m": 0.9993157982826233 }, { "p": 0.07148665934801102, "m": 0.5 }, { "p": 0.07132626324892044, "m": 0.5 } ] }, { "epoch": 39, "train_loss": 2.8345162868499756, "val_loss": 1.2553133964538574, "acc": 53.25, "time": 263.6868796700146, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07148327678442001, "m": 0.5 }, { "p": 0.07131240516901016, "m": 0.5 }, { "p": 0.07143466174602509, "m": 0.5 }, { "p": 0.07141866534948349, "m": 0.6739943623542786 }, { "p": 0.07143726199865341, "m": 0.19043664634227753 }, { "p": 0.07141605019569397, "m": 0.4488987624645233 }, { "p": 0.07145008444786072, "m": 0.6679655909538269 }, { "p": 0.07143893837928772, "m": 0.7503442764282227 }, { "p": 0.07137490808963776, "m": 0.29269731044769287 }, { "p": 0.07150910049676895, "m": 0.5112883448600769 }, { "p": 0.07154826074838638, "m": 0.6390502452850342 }, { "p": 0.07142585515975952, "m": 0.9993359446525574 }, { "p": 0.07145268470048904, "m": 0.5 }, { "p": 0.07129787653684616, "m": 0.5 } ] }, { "epoch": 40, "train_loss": 2.8746399879455566, "val_loss": 1.334133267402649, "acc": 54.76, "time": 264.7516643840354, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07146906107664108, "m": 0.5 }, { "p": 0.07135282456874847, "m": 0.5 }, { "p": 0.07148493826389313, "m": 0.5 }, { "p": 0.07146318256855011, "m": 0.6918591856956482 }, { "p": 0.07136815041303635, "m": 0.19988329708576202 }, { "p": 0.0713716521859169, "m": 0.5202367305755615 }, { "p": 0.07143411040306091, "m": 0.6908407211303711 }, { "p": 0.07136224210262299, "m": 0.7623127102851868 }, { "p": 0.07147566229104996, "m": 0.2963200807571411 }, { "p": 0.07144024968147278, "m": 0.5021888017654419 }, { "p": 0.07144764065742493, "m": 0.6403954029083252 }, { "p": 0.07147441804409027, "m": 1.0 }, { "p": 0.07143540680408478, "m": 0.5 }, { "p": 0.07142042368650436, "m": 0.5 } ] }, { "epoch": 41, "train_loss": 3.0610315799713135, "val_loss": 1.1928291320800781, "acc": 53.94, "time": 264.0704226549715, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07146218419075012, "m": 0.5 }, { "p": 0.07139849662780762, "m": 0.5 }, { "p": 0.07142212986946106, "m": 0.5 }, { "p": 0.07141542434692383, "m": 0.6366336941719055 }, { "p": 0.07144145667552948, "m": 0.18795429170131683 }, { "p": 0.07137007266283035, "m": 0.5065369009971619 }, { "p": 0.07139071077108383, "m": 0.67622971534729 }, { "p": 0.07145502418279648, "m": 0.800857424736023 }, { "p": 0.07144928723573685, "m": 0.2988307476043701 }, { "p": 0.07147390395402908, "m": 0.5048623085021973 }, { "p": 0.07143894582986832, "m": 0.6575984358787537 }, { "p": 0.07146468758583069, "m": 0.9870187640190125 }, { "p": 0.0714782178401947, "m": 0.5 }, { "p": 0.07133952528238297, "m": 0.5 } ] }, { "epoch": 42, "train_loss": 2.9532957077026367, "val_loss": 1.2349026203155518, "acc": 55.19, "time": 263.87830002000555, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0713837668299675, "m": 0.5 }, { "p": 0.07130544632673264, "m": 0.5 }, { "p": 0.07150102406740189, "m": 0.5 }, { "p": 0.07138984650373459, "m": 0.6981174349784851 }, { "p": 0.07143952697515488, "m": 0.17916513979434967 }, { "p": 0.07136142998933792, "m": 0.5011581778526306 }, { "p": 0.07143080979585648, "m": 0.7212172150611877 }, { "p": 0.07141200453042984, "m": 0.8548590540885925 }, { "p": 0.07147201895713806, "m": 0.3109850585460663 }, { "p": 0.07154352962970734, "m": 0.5435366630554199 }, { "p": 0.07145745307207108, "m": 0.6733803749084473 }, { "p": 0.07142975926399231, "m": 0.9584605693817139 }, { "p": 0.07148099690675735, "m": 0.5 }, { "p": 0.07139240950345993, "m": 0.5 } ] }, { "epoch": 43, "train_loss": 3.0467896461486816, "val_loss": 1.3034231662750244, "acc": 56.01, "time": 263.17244039988145, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0714668408036232, "m": 0.5 }, { "p": 0.07136315107345581, "m": 0.5 }, { "p": 0.07147188484668732, "m": 0.5 }, { "p": 0.07141561806201935, "m": 0.7056599855422974 }, { "p": 0.0713747963309288, "m": 0.20399406552314758 }, { "p": 0.07139574736356735, "m": 0.5283579230308533 }, { "p": 0.07148641347885132, "m": 0.7034907937049866 }, { "p": 0.07146983593702316, "m": 0.8929575681686401 }, { "p": 0.07146987318992615, "m": 0.3184003531932831 }, { "p": 0.07140175253152847, "m": 0.5732342004776001 }, { "p": 0.07149150222539902, "m": 0.690095067024231 }, { "p": 0.07148337364196777, "m": 0.9783928394317627 }, { "p": 0.07140521705150604, "m": 0.5 }, { "p": 0.07130398601293564, "m": 0.5 } ] }, { "epoch": 44, "train_loss": 2.8247005939483643, "val_loss": 1.2983542680740356, "acc": 56.82, "time": 265.98395167291164, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07146091014146805, "m": 0.5 }, { "p": 0.07137700170278549, "m": 0.5 }, { "p": 0.07149679958820343, "m": 0.5 }, { "p": 0.07147419452667236, "m": 0.69877028465271 }, { "p": 0.07142487913370132, "m": 0.20831111073493958 }, { "p": 0.07144846022129059, "m": 0.5349026918411255 }, { "p": 0.07148279249668121, "m": 0.7138255834579468 }, { "p": 0.07144159078598022, "m": 0.8873703479766846 }, { "p": 0.0714043527841568, "m": 0.32636499404907227 }, { "p": 0.07141077518463135, "m": 0.540818452835083 }, { "p": 0.07140891999006271, "m": 0.6964725255966187 }, { "p": 0.07144396007061005, "m": 1.0 }, { "p": 0.07141145318746567, "m": 0.5 }, { "p": 0.07131390273571014, "m": 0.5 } ] }, { "epoch": 45, "train_loss": 2.992516040802002, "val_loss": 1.1962666511535645, "acc": 56.82, "time": 263.03060911106877, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07148526608943939, "m": 0.5 }, { "p": 0.07135076075792313, "m": 0.5 }, { "p": 0.07145850360393524, "m": 0.5 }, { "p": 0.07141844183206558, "m": 0.7279984354972839 }, { "p": 0.07150193303823471, "m": 0.19504614174365997 }, { "p": 0.07152551412582397, "m": 0.4855487644672394 }, { "p": 0.0714154914021492, "m": 0.7122130990028381 }, { "p": 0.07141143083572388, "m": 0.8620969653129578 }, { "p": 0.07138118147850037, "m": 0.3490273952484131 }, { "p": 0.07143709808588028, "m": 0.5939511060714722 }, { "p": 0.07141243666410446, "m": 0.719280481338501 }, { "p": 0.07145323604345322, "m": 0.989541232585907 }, { "p": 0.07144557684659958, "m": 0.5 }, { "p": 0.07130313664674759, "m": 0.5 } ] }, { "epoch": 46, "train_loss": 2.6130194664001465, "val_loss": 1.2383995056152344, "acc": 57.13, "time": 263.1845672770869, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07140187919139862, "m": 0.5 }, { "p": 0.0712541863322258, "m": 0.5 }, { "p": 0.07150012999773026, "m": 0.5 }, { "p": 0.071479931473732, "m": 0.7645900845527649 }, { "p": 0.07143864035606384, "m": 0.19866785407066345 }, { "p": 0.0714167058467865, "m": 0.4432034492492676 }, { "p": 0.07145953178405762, "m": 0.6871614456176758 }, { "p": 0.07133392244577408, "m": 0.8926771879196167 }, { "p": 0.07153119891881943, "m": 0.36306267976760864 }, { "p": 0.0715143159031868, "m": 0.47801658511161804 }, { "p": 0.07140196859836578, "m": 0.7400072813034058 }, { "p": 0.07147648185491562, "m": 0.9991151094436646 }, { "p": 0.07149722427129745, "m": 0.5 }, { "p": 0.0712938979268074, "m": 0.5 } ] }, { "epoch": 47, "train_loss": 2.824798583984375, "val_loss": 1.0862023830413818, "acc": 59.53, "time": 263.40653508901596, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07144521921873093, "m": 0.5 }, { "p": 0.07135739177465439, "m": 0.5 }, { "p": 0.0714363232254982, "m": 0.5 }, { "p": 0.07143598794937134, "m": 0.6770806908607483 }, { "p": 0.07139327377080917, "m": 0.22006599605083466 }, { "p": 0.07152189314365387, "m": 0.3760523498058319 }, { "p": 0.07145847380161285, "m": 0.7077710628509521 }, { "p": 0.07147110998630524, "m": 0.94185870885849 }, { "p": 0.07143668830394745, "m": 0.3484528660774231 }, { "p": 0.07140634208917618, "m": 0.40417420864105225 }, { "p": 0.07146047800779343, "m": 0.7356611490249634 }, { "p": 0.07142246514558792, "m": 0.989535927772522 }, { "p": 0.07144919782876968, "m": 0.5 }, { "p": 0.07130510360002518, "m": 0.5 } ] }, { "epoch": 48, "train_loss": 2.7757959365844727, "val_loss": 1.156596064567566, "acc": 59.12, "time": 263.7418174019549, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07149704545736313, "m": 0.5 }, { "p": 0.07143193483352661, "m": 0.5 }, { "p": 0.07152795791625977, "m": 0.5 }, { "p": 0.07141397893428802, "m": 0.5308554768562317 }, { "p": 0.0714433491230011, "m": 0.13812631368637085 }, { "p": 0.07134024798870087, "m": 0.480023592710495 }, { "p": 0.07142814993858337, "m": 0.656113862991333 }, { "p": 0.07134027779102325, "m": 0.8517968058586121 }, { "p": 0.07140693068504333, "m": 0.3410313129425049 }, { "p": 0.07140041142702103, "m": 0.21303759515285492 }, { "p": 0.07144246250391006, "m": 0.7531163692474365 }, { "p": 0.071507528424263, "m": 0.9992843866348267 }, { "p": 0.071471206843853, "m": 0.5 }, { "p": 0.07134848833084106, "m": 0.5 } ] }, { "epoch": 49, "train_loss": 2.7987098693847656, "val_loss": 1.181894302368164, "acc": 58.23, "time": 263.8098981899675, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07137464731931686, "m": 0.5 }, { "p": 0.07132726162672043, "m": 0.5 }, { "p": 0.07149816304445267, "m": 0.5 }, { "p": 0.07137425988912582, "m": 0.5787924528121948 }, { "p": 0.0713828057050705, "m": 0.18285121023654938 }, { "p": 0.07146570831537247, "m": 0.44898515939712524 }, { "p": 0.07152427732944489, "m": 0.6565607190132141 }, { "p": 0.07152564823627472, "m": 0.9318845868110657 }, { "p": 0.07146301120519638, "m": 0.3622119426727295 }, { "p": 0.07147721946239471, "m": 0.3552513122558594 }, { "p": 0.0713808611035347, "m": 0.7825770378112793 }, { "p": 0.07147397845983505, "m": 0.9997971057891846 }, { "p": 0.07137853652238846, "m": 0.5 }, { "p": 0.07135356962680817, "m": 0.5 } ] }, { "epoch": 50, "train_loss": 2.6175625324249268, "val_loss": 1.2075583934783936, "acc": 57.95, "time": 265.0939569140319, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07137446850538254, "m": 0.5 }, { "p": 0.07128406316041946, "m": 0.5 }, { "p": 0.07135500758886337, "m": 0.5 }, { "p": 0.07144777476787567, "m": 0.6013258099555969 }, { "p": 0.07153082638978958, "m": 0.1971002072095871 }, { "p": 0.07151106745004654, "m": 0.467593252658844 }, { "p": 0.07157260179519653, "m": 0.6479241847991943 }, { "p": 0.07146896421909332, "m": 0.9123225808143616 }, { "p": 0.0710243433713913, "m": 0.3871239423751831 }, { "p": 0.071577288210392, "m": 0.3677244782447815 }, { "p": 0.07157520204782486, "m": 0.8043215870857239 }, { "p": 0.07146837562322617, "m": 1.0 }, { "p": 0.07143363356590271, "m": 0.5 }, { "p": 0.07137633860111237, "m": 0.5 } ] }, { "epoch": 51, "train_loss": 2.6549971103668213, "val_loss": 1.0296096801757812, "acc": 60.52, "time": 264.00284043699503, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07139948010444641, "m": 0.5 }, { "p": 0.07141686975955963, "m": 0.5 }, { "p": 0.07142111659049988, "m": 0.5 }, { "p": 0.07151008397340775, "m": 0.6250467896461487 }, { "p": 0.07142239809036255, "m": 0.24384814500808716 }, { "p": 0.07131638377904892, "m": 0.5246041417121887 }, { "p": 0.07139349728822708, "m": 0.7040889263153076 }, { "p": 0.07150435447692871, "m": 0.9759402871131897 }, { "p": 0.071518674492836, "m": 0.3861299455165863 }, { "p": 0.07141940295696259, "m": 0.38812628388404846 }, { "p": 0.07142862677574158, "m": 0.8182790279388428 }, { "p": 0.07143411785364151, "m": 0.9978439211845398 }, { "p": 0.07148148119449615, "m": 0.5 }, { "p": 0.07133350521326065, "m": 0.5 } ] }, { "epoch": 52, "train_loss": 2.5302882194519043, "val_loss": 1.1352345943450928, "acc": 60.76, "time": 262.3906074790284, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07143902033567429, "m": 0.5 }, { "p": 0.07135666906833649, "m": 0.5 }, { "p": 0.07144518196582794, "m": 0.5 }, { "p": 0.07145071774721146, "m": 0.6819541454315186 }, { "p": 0.07142918556928635, "m": 0.20200148224830627 }, { "p": 0.07135254144668579, "m": 0.49951180815696716 }, { "p": 0.07140768319368362, "m": 0.7519826292991638 }, { "p": 0.07148409634828568, "m": 0.9758086800575256 }, { "p": 0.07143546640872955, "m": 0.406749427318573 }, { "p": 0.07145323604345322, "m": 0.5183982253074646 }, { "p": 0.07146016508340836, "m": 0.8307998776435852 }, { "p": 0.0714786946773529, "m": 0.9812366366386414 }, { "p": 0.07144714146852493, "m": 0.5 }, { "p": 0.07136019319295883, "m": 0.5 } ] }, { "epoch": 53, "train_loss": 2.259561061859131, "val_loss": 1.2216365337371826, "acc": 59.65, "time": 263.649200348882, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07149481773376465, "m": 0.5 }, { "p": 0.07139869034290314, "m": 0.5 }, { "p": 0.07149180769920349, "m": 0.5 }, { "p": 0.07132570445537567, "m": 0.7665280699729919 }, { "p": 0.07144983112812042, "m": 0.14486965537071228 }, { "p": 0.07141923159360886, "m": 0.4858300983905792 }, { "p": 0.07148899883031845, "m": 0.7456941604614258 }, { "p": 0.07135665416717529, "m": 0.9431368708610535 }, { "p": 0.07144264131784439, "m": 0.4077180027961731 }, { "p": 0.07146008312702179, "m": 0.446988582611084 }, { "p": 0.07138901948928833, "m": 0.8395596146583557 }, { "p": 0.07149218022823334, "m": 0.9923108816146851 }, { "p": 0.07143985480070114, "m": 0.5 }, { "p": 0.07135049998760223, "m": 0.5 } ] }, { "epoch": 54, "train_loss": 2.5308289527893066, "val_loss": 1.0672379732131958, "acc": 61.13, "time": 263.70950167486444, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07144928723573685, "m": 0.5 }, { "p": 0.07138335704803467, "m": 0.5 }, { "p": 0.07140952348709106, "m": 0.5 }, { "p": 0.07141219079494476, "m": 0.7556678652763367 }, { "p": 0.07135039567947388, "m": 0.10000000149011612 }, { "p": 0.0713711827993393, "m": 0.42836660146713257 }, { "p": 0.07152235507965088, "m": 0.7826570272445679 }, { "p": 0.07154083251953125, "m": 0.9779241681098938 }, { "p": 0.07143474370241165, "m": 0.41892009973526 }, { "p": 0.07148075103759766, "m": 0.47291773557662964 }, { "p": 0.07132183015346527, "m": 0.8335633873939514 }, { "p": 0.07148684561252594, "m": 0.9985610842704773 }, { "p": 0.07156118750572205, "m": 0.5 }, { "p": 0.07127557694911957, "m": 0.5 } ] }, { "epoch": 55, "train_loss": 2.9209532737731934, "val_loss": 1.111295461654663, "acc": 62.1, "time": 263.2761531181168, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07139065861701965, "m": 0.5 }, { "p": 0.07133908569812775, "m": 0.5 }, { "p": 0.07141812890768051, "m": 0.5 }, { "p": 0.07146449387073517, "m": 0.7559702396392822 }, { "p": 0.07145877182483673, "m": 0.10572549700737 }, { "p": 0.07139284908771515, "m": 0.5125070810317993 }, { "p": 0.07142525911331177, "m": 0.7898889183998108 }, { "p": 0.07142698019742966, "m": 0.9082981944084167 }, { "p": 0.07145687192678452, "m": 0.43963491916656494 }, { "p": 0.07151231914758682, "m": 0.46869298815727234 }, { "p": 0.07149588316679001, "m": 0.8285871744155884 }, { "p": 0.07143500447273254, "m": 1.0 }, { "p": 0.0714234709739685, "m": 0.5 }, { "p": 0.07136023044586182, "m": 0.5 } ] }, { "epoch": 56, "train_loss": 2.7937121391296387, "val_loss": 1.1389827728271484, "acc": 60.14, "time": 263.67759857093915, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0715276375412941, "m": 0.5 }, { "p": 0.07123477011919022, "m": 0.5 }, { "p": 0.07148505747318268, "m": 0.5 }, { "p": 0.07145541906356812, "m": 0.7963173389434814 }, { "p": 0.07143949717283249, "m": 0.21771490573883057 }, { "p": 0.07138199359178543, "m": 0.5721021890640259 }, { "p": 0.07136278599500656, "m": 0.8051789999008179 }, { "p": 0.0715085119009018, "m": 0.8723781704902649 }, { "p": 0.07155928015708923, "m": 0.4528282880783081 }, { "p": 0.07143092155456543, "m": 0.5079882144927979 }, { "p": 0.07143534719944, "m": 0.857297420501709 }, { "p": 0.07133249193429947, "m": 1.0 }, { "p": 0.07153981924057007, "m": 0.5 }, { "p": 0.07130644470453262, "m": 0.5 } ] }, { "epoch": 57, "train_loss": 2.7953848838806152, "val_loss": 1.1400483846664429, "acc": 60.04, "time": 264.1980215080548, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0713643804192543, "m": 0.5 }, { "p": 0.07132913917303085, "m": 0.5 }, { "p": 0.07146936655044556, "m": 0.5 }, { "p": 0.07147438824176788, "m": 0.7346630096435547 }, { "p": 0.0713629275560379, "m": 0.2746655344963074 }, { "p": 0.07130613923072815, "m": 0.6204876899719238 }, { "p": 0.07158996909856796, "m": 0.8411928415298462 }, { "p": 0.07149139791727066, "m": 0.8875682353973389 }, { "p": 0.0715133547782898, "m": 0.46381473541259766 }, { "p": 0.07138651609420776, "m": 0.4334370791912079 }, { "p": 0.07150378823280334, "m": 0.8613741397857666 }, { "p": 0.07152388244867325, "m": 0.9990653991699219 }, { "p": 0.07146274298429489, "m": 0.5 }, { "p": 0.0712219774723053, "m": 0.5 } ] }, { "epoch": 58, "train_loss": 2.640446662902832, "val_loss": 0.9217439293861389, "acc": 63.33, "time": 263.5638651060872, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07145063579082489, "m": 0.5 }, { "p": 0.07135910540819168, "m": 0.5 }, { "p": 0.07138661295175552, "m": 0.5 }, { "p": 0.07144051790237427, "m": 0.8217369914054871 }, { "p": 0.07154864817857742, "m": 0.2950463593006134 }, { "p": 0.0713481456041336, "m": 0.6519087553024292 }, { "p": 0.07144653052091599, "m": 0.8860499858856201 }, { "p": 0.0714203342795372, "m": 0.9371913075447083 }, { "p": 0.07148703187704086, "m": 0.4856049716472626 }, { "p": 0.07143229991197586, "m": 0.599712073802948 }, { "p": 0.07137907296419144, "m": 0.8670305609703064 }, { "p": 0.07146910578012466, "m": 1.0 }, { "p": 0.07153578102588654, "m": 0.5 }, { "p": 0.07129617780447006, "m": 0.5 } ] }, { "epoch": 59, "train_loss": 2.4618799686431885, "val_loss": 1.1156890392303467, "acc": 63.04, "time": 263.23065403918736, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07144057005643845, "m": 0.5 }, { "p": 0.07128508388996124, "m": 0.5 }, { "p": 0.07137807458639145, "m": 0.5 }, { "p": 0.07152900844812393, "m": 0.8718410730361938 }, { "p": 0.0715370923280716, "m": 0.19258306920528412 }, { "p": 0.07139718532562256, "m": 0.6246117949485779 }, { "p": 0.07130634784698486, "m": 0.9013487696647644 }, { "p": 0.07139211893081665, "m": 0.9958069324493408 }, { "p": 0.07143331319093704, "m": 0.4817800521850586 }, { "p": 0.07138418406248093, "m": 0.6422029137611389 }, { "p": 0.07156001776456833, "m": 0.8486449718475342 }, { "p": 0.07148417830467224, "m": 1.0 }, { "p": 0.07148783653974533, "m": 0.5 }, { "p": 0.071384958922863, "m": 0.5 } ] }, { "epoch": 60, "train_loss": 2.7549514770507812, "val_loss": 1.060526967048645, "acc": 63.34, "time": 262.02102263993584, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07157865911722183, "m": 0.5 }, { "p": 0.07137385755777359, "m": 0.5 }, { "p": 0.07146663963794708, "m": 0.5 }, { "p": 0.07144266366958618, "m": 0.8586307168006897 }, { "p": 0.0713982954621315, "m": 0.22339347004890442 }, { "p": 0.0713619515299797, "m": 0.4803119897842407 }, { "p": 0.07138069719076157, "m": 0.8791863918304443 }, { "p": 0.07150290161371231, "m": 0.9627479910850525 }, { "p": 0.07151319831609726, "m": 0.4726983904838562 }, { "p": 0.07150787860155106, "m": 0.5512699484825134 }, { "p": 0.07150400429964066, "m": 0.8535360097885132 }, { "p": 0.07140327990055084, "m": 1.0 }, { "p": 0.07133535295724869, "m": 0.5 }, { "p": 0.07123056799173355, "m": 0.5 } ] }, { "epoch": 61, "train_loss": 2.49118709564209, "val_loss": 1.1006873846054077, "acc": 64.18, "time": 263.69757618685253, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07153628021478653, "m": 0.5 }, { "p": 0.07132912427186966, "m": 0.5 }, { "p": 0.07149355858564377, "m": 0.5 }, { "p": 0.07153758406639099, "m": 0.8432886600494385 }, { "p": 0.0714276060461998, "m": 0.2910541594028473 }, { "p": 0.07133257389068604, "m": 0.5234900116920471 }, { "p": 0.07144355028867722, "m": 0.9585694074630737 }, { "p": 0.07142484188079834, "m": 0.9988620281219482 }, { "p": 0.07151516526937485, "m": 0.48102685809135437 }, { "p": 0.07149236649274826, "m": 0.5426651835441589 }, { "p": 0.07146767526865005, "m": 0.8876495957374573 }, { "p": 0.0713493674993515, "m": 0.9590029716491699 }, { "p": 0.07138729840517044, "m": 0.5 }, { "p": 0.07126301527023315, "m": 0.5 } ] }, { "epoch": 62, "train_loss": 2.411193609237671, "val_loss": 1.0522114038467407, "acc": 62.28, "time": 263.5327885958832, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07148372381925583, "m": 0.5 }, { "p": 0.07129190117120743, "m": 0.5 }, { "p": 0.07155630737543106, "m": 0.5 }, { "p": 0.07148542255163193, "m": 0.8661582469940186 }, { "p": 0.07125125825405121, "m": 0.3278419077396393 }, { "p": 0.07134474068880081, "m": 0.5456650257110596 }, { "p": 0.071456179022789, "m": 0.9583774209022522 }, { "p": 0.07152581959962845, "m": 1.0 }, { "p": 0.07162734121084213, "m": 0.49988412857055664 }, { "p": 0.07140649855136871, "m": 0.5225590467453003 }, { "p": 0.07145009934902191, "m": 0.889147162437439 }, { "p": 0.07137929648160934, "m": 0.970693826675415 }, { "p": 0.0714985802769661, "m": 0.5 }, { "p": 0.07124284654855728, "m": 0.5 } ] }, { "epoch": 63, "train_loss": 2.1808066368103027, "val_loss": 1.04920494556427, "acc": 63.72, "time": 263.5820275361184, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07156895101070404, "m": 0.5 }, { "p": 0.07127301394939423, "m": 0.5 }, { "p": 0.07145477086305618, "m": 0.5 }, { "p": 0.07138652354478836, "m": 0.8240344524383545 }, { "p": 0.07160119712352753, "m": 0.3298759162425995 }, { "p": 0.07131937891244888, "m": 0.5253441333770752 }, { "p": 0.07145355641841888, "m": 0.8668727278709412 }, { "p": 0.07149390876293182, "m": 0.9471055269241333 }, { "p": 0.07139997184276581, "m": 0.506888747215271 }, { "p": 0.07150179892778397, "m": 0.47321298718452454 }, { "p": 0.0713934376835823, "m": 0.8844208121299744 }, { "p": 0.07143553346395493, "m": 1.0 }, { "p": 0.07143951952457428, "m": 0.5 }, { "p": 0.07127845287322998, "m": 0.5 } ] }, { "epoch": 64, "train_loss": 2.544903039932251, "val_loss": 0.9637547731399536, "acc": 63.31, "time": 262.8475472019054, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07152770459651947, "m": 0.5 }, { "p": 0.07132800668478012, "m": 0.5 }, { "p": 0.07141461223363876, "m": 0.5 }, { "p": 0.07138358056545258, "m": 0.7141348719596863 }, { "p": 0.07136061787605286, "m": 0.28474560379981995 }, { "p": 0.0714898407459259, "m": 0.5094100832939148 }, { "p": 0.07149558514356613, "m": 0.8931831121444702 }, { "p": 0.07149267196655273, "m": 0.9927803874015808 }, { "p": 0.07140832394361496, "m": 0.5062190294265747 }, { "p": 0.0713958665728569, "m": 0.5712684988975525 }, { "p": 0.07148974388837814, "m": 0.9299330115318298 }, { "p": 0.07145312428474426, "m": 1.0 }, { "p": 0.07149022072553635, "m": 0.5 }, { "p": 0.07127007097005844, "m": 0.5 } ] }, { "epoch": 65, "train_loss": 2.1346943378448486, "val_loss": 1.059853434562683, "acc": 63.3, "time": 263.39680150989443, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07153523713350296, "m": 0.5 }, { "p": 0.07138185948133469, "m": 0.5 }, { "p": 0.07145042717456818, "m": 0.5 }, { "p": 0.0714973583817482, "m": 0.6793908476829529 }, { "p": 0.07131776958703995, "m": 0.22272807359695435 }, { "p": 0.07144557684659958, "m": 0.45541509985923767 }, { "p": 0.07137637585401535, "m": 0.8754774928092957 }, { "p": 0.07137487083673477, "m": 0.9944412708282471 }, { "p": 0.07150764763355255, "m": 0.4851221442222595 }, { "p": 0.07150787860155106, "m": 0.6703135371208191 }, { "p": 0.0714665874838829, "m": 0.8658421635627747 }, { "p": 0.07148583978414536, "m": 0.993239164352417 }, { "p": 0.0714195966720581, "m": 0.5 }, { "p": 0.07123293727636337, "m": 0.5 } ] }, { "epoch": 66, "train_loss": 2.160825729370117, "val_loss": 0.9410172700881958, "acc": 65.48, "time": 262.72643273998983, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0714905709028244, "m": 0.5 }, { "p": 0.07134967297315598, "m": 0.5 }, { "p": 0.0713820606470108, "m": 0.5 }, { "p": 0.0714038759469986, "m": 0.8499134182929993 }, { "p": 0.07148544490337372, "m": 0.25320959091186523 }, { "p": 0.07141265273094177, "m": 0.5530749559402466 }, { "p": 0.07147719711065292, "m": 0.9007853269577026 }, { "p": 0.07128644734621048, "m": 0.9908818006515503 }, { "p": 0.07142245769500732, "m": 0.49321895837783813 }, { "p": 0.071566641330719, "m": 0.7284125089645386 }, { "p": 0.07148963958024979, "m": 0.8349392414093018 }, { "p": 0.07146485894918442, "m": 0.9331167936325073 }, { "p": 0.07138626277446747, "m": 0.5 }, { "p": 0.07138217240571976, "m": 0.5 } ] }, { "epoch": 67, "train_loss": 2.3445663452148438, "val_loss": 0.9760347008705139, "acc": 64.69, "time": 263.67859582114033, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07148879021406174, "m": 0.5 }, { "p": 0.07129763066768646, "m": 0.5 }, { "p": 0.0714292973279953, "m": 0.5 }, { "p": 0.07156519591808319, "m": 0.8892963528633118 }, { "p": 0.07155637443065643, "m": 0.2903304398059845 }, { "p": 0.07149475067853928, "m": 0.6188893914222717 }, { "p": 0.07143742591142654, "m": 0.9665381908416748 }, { "p": 0.07136727124452591, "m": 0.9575228095054626 }, { "p": 0.07145868241786957, "m": 0.5221628546714783 }, { "p": 0.07138616591691971, "m": 0.7593598365783691 }, { "p": 0.07134885340929031, "m": 0.8637869358062744 }, { "p": 0.07139874249696732, "m": 1.0 }, { "p": 0.07141682505607605, "m": 0.5 }, { "p": 0.07135400921106339, "m": 0.5 } ] }, { "epoch": 68, "train_loss": 2.2929770946502686, "val_loss": 1.049527883529663, "acc": 65.18, "time": 264.28921412001364, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07149837166070938, "m": 0.5 }, { "p": 0.07117435336112976, "m": 0.5 }, { "p": 0.07143545150756836, "m": 0.5 }, { "p": 0.07144724577665329, "m": 0.954422116279602 }, { "p": 0.07144240289926529, "m": 0.31925490498542786 }, { "p": 0.07134567946195602, "m": 0.7061487436294556 }, { "p": 0.07144254446029663, "m": 0.9633079171180725 }, { "p": 0.07134819030761719, "m": 0.9003716111183167 }, { "p": 0.07147259265184402, "m": 0.520869255065918 }, { "p": 0.07150697708129883, "m": 0.6995371580123901 }, { "p": 0.07144966721534729, "m": 0.9040747880935669 }, { "p": 0.07143565267324448, "m": 1.0 }, { "p": 0.07155957818031311, "m": 0.5 }, { "p": 0.07144129276275635, "m": 0.5 } ] }, { "epoch": 69, "train_loss": 2.380850315093994, "val_loss": 0.9115111827850342, "acc": 65.13, "time": 262.77348225400783, "mix_dist": 0.800000011920929, "param": [ { "p": 0.071614570915699, "m": 0.5 }, { "p": 0.07139285653829575, "m": 0.5 }, { "p": 0.07150153070688248, "m": 0.5 }, { "p": 0.0711875855922699, "m": 0.9818280339241028 }, { "p": 0.07138586044311523, "m": 0.32952257990837097 }, { "p": 0.07148473709821701, "m": 0.7082162499427795 }, { "p": 0.07145215570926666, "m": 1.0 }, { "p": 0.07146015763282776, "m": 0.9734358787536621 }, { "p": 0.0715169608592987, "m": 0.5569757223129272 }, { "p": 0.07145429402589798, "m": 0.7075631618499756 }, { "p": 0.07157688587903976, "m": 0.9212329387664795 }, { "p": 0.07127517461776733, "m": 1.0 }, { "p": 0.07139012962579727, "m": 0.5 }, { "p": 0.07130703330039978, "m": 0.5 } ] }, { "epoch": 70, "train_loss": 2.2907118797302246, "val_loss": 0.9956965446472168, "acc": 64.29, "time": 263.00107768410817, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07156094163656235, "m": 0.5 }, { "p": 0.07133729755878448, "m": 0.5 }, { "p": 0.07150208204984665, "m": 0.5 }, { "p": 0.07144998013973236, "m": 0.9118784666061401 }, { "p": 0.07131770998239517, "m": 0.32186633348464966 }, { "p": 0.07136546075344086, "m": 0.6966846585273743 }, { "p": 0.07147719711065292, "m": 0.9257510900497437 }, { "p": 0.07141441851854324, "m": 0.9775552153587341 }, { "p": 0.07154052704572678, "m": 0.5642175078392029 }, { "p": 0.07147597521543503, "m": 0.6840180158615112 }, { "p": 0.07139277458190918, "m": 0.9975612759590149 }, { "p": 0.07143832743167877, "m": 0.9992692470550537 }, { "p": 0.07152730971574783, "m": 0.5 }, { "p": 0.07120000571012497, "m": 0.5 } ] }, { "epoch": 71, "train_loss": 2.4456350803375244, "val_loss": 0.9267997145652771, "acc": 66.04, "time": 263.2395320190117, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07148060202598572, "m": 0.5 }, { "p": 0.0713345855474472, "m": 0.5 }, { "p": 0.07135988771915436, "m": 0.5 }, { "p": 0.07134241610765457, "m": 0.9187203645706177 }, { "p": 0.07139946520328522, "m": 0.3915231227874756 }, { "p": 0.07136717438697815, "m": 0.7155135273933411 }, { "p": 0.07146609574556351, "m": 0.8361579179763794 }, { "p": 0.07146481424570084, "m": 0.8097991347312927 }, { "p": 0.07139445841312408, "m": 0.5605929493904114 }, { "p": 0.0715567097067833, "m": 0.7302071452140808 }, { "p": 0.07149283587932587, "m": 0.9721192717552185 }, { "p": 0.07143870741128922, "m": 0.9973201751708984 }, { "p": 0.07157892733812332, "m": 0.5 }, { "p": 0.07132336497306824, "m": 0.5 } ] }, { "epoch": 72, "train_loss": 2.307530403137207, "val_loss": 0.9376527070999146, "acc": 66.56, "time": 263.21138320397586, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07153277844190598, "m": 0.5 }, { "p": 0.0713321790099144, "m": 0.5 }, { "p": 0.07150906324386597, "m": 0.5 }, { "p": 0.07135561108589172, "m": 0.9106815457344055 }, { "p": 0.07136455923318863, "m": 0.3880074918270111 }, { "p": 0.07138213515281677, "m": 0.6897557377815247 }, { "p": 0.07150255143642426, "m": 0.967479407787323 }, { "p": 0.07138704508543015, "m": 0.9743150472640991 }, { "p": 0.07160808145999908, "m": 0.5803588628768921 }, { "p": 0.07147666811943054, "m": 0.7707288265228271 }, { "p": 0.0714440792798996, "m": 0.936661958694458 }, { "p": 0.07148238271474838, "m": 0.9826909899711609 }, { "p": 0.07143602520227432, "m": 0.5 }, { "p": 0.071186862885952, "m": 0.5 } ] }, { "epoch": 73, "train_loss": 2.464667320251465, "val_loss": 0.9184479117393494, "acc": 65.49, "time": 263.2586504179053, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07152421027421951, "m": 0.5 }, { "p": 0.07121210545301437, "m": 0.5 }, { "p": 0.071364626288414, "m": 0.5 }, { "p": 0.07137387245893478, "m": 0.8958917260169983 }, { "p": 0.07135419547557831, "m": 0.4175194203853607 }, { "p": 0.07140614837408066, "m": 0.6003760695457458 }, { "p": 0.07165170460939407, "m": 0.9850890636444092 }, { "p": 0.07137905806303024, "m": 0.9725675582885742 }, { "p": 0.0713314563035965, "m": 0.613349974155426 }, { "p": 0.07172471284866333, "m": 0.7916608452796936 }, { "p": 0.07155048102140427, "m": 0.9450196623802185 }, { "p": 0.07164385914802551, "m": 1.0 }, { "p": 0.07120023667812347, "m": 0.5 }, { "p": 0.07128334790468216, "m": 0.5 } ] }, { "epoch": 74, "train_loss": 2.1174402236938477, "val_loss": 1.027199387550354, "acc": 65.94, "time": 263.2169373508077, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07144571840763092, "m": 0.5 }, { "p": 0.07140760868787766, "m": 0.5 }, { "p": 0.07149972021579742, "m": 0.5 }, { "p": 0.07136962562799454, "m": 0.8015522956848145 }, { "p": 0.07139085233211517, "m": 0.42615988850593567 }, { "p": 0.07130435109138489, "m": 0.7057987451553345 }, { "p": 0.07141327112913132, "m": 0.9393187165260315 }, { "p": 0.07145828008651733, "m": 0.9053956270217896 }, { "p": 0.07129406929016113, "m": 0.6214859485626221 }, { "p": 0.07152049243450165, "m": 0.7505167126655579 }, { "p": 0.07140762358903885, "m": 0.9490143656730652 }, { "p": 0.07160772383213043, "m": 1.0 }, { "p": 0.07152469456195831, "m": 0.5 }, { "p": 0.07135593891143799, "m": 0.5 } ] }, { "epoch": 75, "train_loss": 2.3510520458221436, "val_loss": 1.0171784162521362, "acc": 64.74, "time": 263.23956234008074, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07143180817365646, "m": 0.5 }, { "p": 0.07133787870407104, "m": 0.5 }, { "p": 0.07139187306165695, "m": 0.5 }, { "p": 0.07132329046726227, "m": 0.925967812538147 }, { "p": 0.07141835242509842, "m": 0.3171026408672333 }, { "p": 0.07119669020175934, "m": 0.6111581921577454 }, { "p": 0.07147084921598434, "m": 1.0 }, { "p": 0.07132973521947861, "m": 0.7183915972709656 }, { "p": 0.07160428911447525, "m": 0.6634270548820496 }, { "p": 0.07167690992355347, "m": 0.7518463730812073 }, { "p": 0.07151128351688385, "m": 0.9958605766296387 }, { "p": 0.071407251060009, "m": 0.9978397488594055 }, { "p": 0.07160784304141998, "m": 0.5 }, { "p": 0.07129188627004623, "m": 0.5 } ] }, { "epoch": 76, "train_loss": 2.198561429977417, "val_loss": 0.9627930521965027, "acc": 67.51, "time": 262.3762884750031, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07148222625255585, "m": 0.5 }, { "p": 0.07129164785146713, "m": 0.5 }, { "p": 0.07138453423976898, "m": 0.5 }, { "p": 0.07138661295175552, "m": 0.8909585475921631 }, { "p": 0.0714251846075058, "m": 0.34971362352371216 }, { "p": 0.0711565837264061, "m": 0.6320849657058716 }, { "p": 0.07153873145580292, "m": 0.9122512936592102 }, { "p": 0.07154528796672821, "m": 0.6554170250892639 }, { "p": 0.07142101973295212, "m": 0.6999281644821167 }, { "p": 0.07152492552995682, "m": 0.8558050990104675 }, { "p": 0.07155098766088486, "m": 0.9836050868034363 }, { "p": 0.07146751880645752, "m": 1.0 }, { "p": 0.0714448019862175, "m": 0.5 }, { "p": 0.07137995213270187, "m": 0.5 } ] }, { "epoch": 77, "train_loss": 2.3558835983276367, "val_loss": 0.9638963341712952, "acc": 66.08, "time": 263.0550704880152, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07133907824754715, "m": 0.5 }, { "p": 0.07108250260353088, "m": 0.5 }, { "p": 0.07129848003387451, "m": 0.5 }, { "p": 0.07133105397224426, "m": 0.9806452393531799 }, { "p": 0.07143723964691162, "m": 0.27471017837524414 }, { "p": 0.07150284200906754, "m": 0.5820516347885132 }, { "p": 0.07164838910102844, "m": 0.8677853941917419 }, { "p": 0.07139882445335388, "m": 0.7900937795639038 }, { "p": 0.07138612121343613, "m": 0.7200328707695007 }, { "p": 0.0715973749756813, "m": 0.720607340335846 }, { "p": 0.07169583439826965, "m": 1.0 }, { "p": 0.07157770544290543, "m": 0.9915424585342407 }, { "p": 0.07147209346294403, "m": 0.5 }, { "p": 0.07123241573572159, "m": 0.5 } ] }, { "epoch": 78, "train_loss": 2.1686995029449463, "val_loss": 1.048179268836975, "acc": 67.51, "time": 263.49443575995974, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07154145836830139, "m": 0.5 }, { "p": 0.07127030938863754, "m": 0.5 }, { "p": 0.07137800008058548, "m": 0.5 }, { "p": 0.07148738950490952, "m": 0.9958074688911438 }, { "p": 0.07138241082429886, "m": 0.2431274801492691 }, { "p": 0.07141036540269852, "m": 0.6571837663650513 }, { "p": 0.07137103378772736, "m": 0.9015456438064575 }, { "p": 0.07144774496555328, "m": 0.8473241925239563 }, { "p": 0.07145927101373672, "m": 0.725700318813324 }, { "p": 0.07152179628610611, "m": 0.7904589176177979 }, { "p": 0.07137243449687958, "m": 0.9558458924293518 }, { "p": 0.07144477963447571, "m": 1.0 }, { "p": 0.07153716683387756, "m": 0.5 }, { "p": 0.07137586921453476, "m": 0.5 } ] }, { "epoch": 79, "train_loss": 2.350086212158203, "val_loss": 0.9570710062980652, "acc": 67.67, "time": 262.7071822579019, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07154490053653717, "m": 0.5 }, { "p": 0.07122139632701874, "m": 0.5 }, { "p": 0.07134546339511871, "m": 0.5 }, { "p": 0.07159119099378586, "m": 0.971996545791626 }, { "p": 0.07130220532417297, "m": 0.3270125389099121 }, { "p": 0.07145718485116959, "m": 0.6162808537483215 }, { "p": 0.0714176744222641, "m": 0.9749820828437805 }, { "p": 0.0714556947350502, "m": 0.9315594434738159 }, { "p": 0.07155652344226837, "m": 0.7487479448318481 }, { "p": 0.07143209129571915, "m": 0.8660665154457092 }, { "p": 0.07154619693756104, "m": 0.9718624353408813 }, { "p": 0.0713258907198906, "m": 1.0 }, { "p": 0.07154643535614014, "m": 0.5 }, { "p": 0.0712571069598198, "m": 0.5 } ] }, { "epoch": 80, "train_loss": 1.9962444305419922, "val_loss": 0.96861332654953, "acc": 65.67, "time": 262.631986486027, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07140834629535675, "m": 0.5 }, { "p": 0.07142602652311325, "m": 0.5 }, { "p": 0.07150045782327652, "m": 0.5 }, { "p": 0.07144851237535477, "m": 0.9890629649162292 }, { "p": 0.07159300893545151, "m": 0.28427231311798096 }, { "p": 0.0714283213019371, "m": 0.4429044723510742 }, { "p": 0.07133076339960098, "m": 0.9983309507369995 }, { "p": 0.07148930430412292, "m": 0.9868825674057007 }, { "p": 0.07132972776889801, "m": 0.7558639645576477 }, { "p": 0.07149609178304672, "m": 0.8997116088867188 }, { "p": 0.07163922488689423, "m": 0.9949127435684204 }, { "p": 0.0712050050497055, "m": 0.9923751950263977 }, { "p": 0.07148956507444382, "m": 0.5 }, { "p": 0.07121565192937851, "m": 0.5 } ] }, { "epoch": 81, "train_loss": 2.348289966583252, "val_loss": 0.9274524450302124, "acc": 66.52, "time": 262.8802491161041, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07144800573587418, "m": 0.5 }, { "p": 0.07133188098669052, "m": 0.5 }, { "p": 0.07134611159563065, "m": 0.5 }, { "p": 0.07137404382228851, "m": 0.9579778909683228 }, { "p": 0.07148973643779755, "m": 0.30323782563209534 }, { "p": 0.07142752408981323, "m": 0.48170626163482666 }, { "p": 0.07129254937171936, "m": 0.9987002611160278 }, { "p": 0.071445994079113, "m": 0.989766538143158 }, { "p": 0.07160637527704239, "m": 0.7448461055755615 }, { "p": 0.07138611376285553, "m": 0.8472975492477417 }, { "p": 0.07162471115589142, "m": 0.977699339389801 }, { "p": 0.07154963910579681, "m": 1.0 }, { "p": 0.07150550186634064, "m": 0.5 }, { "p": 0.07117179036140442, "m": 0.5 } ] }, { "epoch": 82, "train_loss": 2.3294057846069336, "val_loss": 0.9510098695755005, "acc": 69.26, "time": 263.67255034996197, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07135972380638123, "m": 0.5 }, { "p": 0.07110565900802612, "m": 0.5 }, { "p": 0.07137084752321243, "m": 0.5 }, { "p": 0.07151570916175842, "m": 0.9741048216819763 }, { "p": 0.07148473709821701, "m": 0.3779374361038208 }, { "p": 0.07148505002260208, "m": 0.5208792090415955 }, { "p": 0.0714452862739563, "m": 0.9732747673988342 }, { "p": 0.07134545594453812, "m": 0.976688027381897 }, { "p": 0.07153259217739105, "m": 0.7741353511810303 }, { "p": 0.07155545800924301, "m": 0.9192718863487244 }, { "p": 0.07149307429790497, "m": 0.9784706830978394 }, { "p": 0.07143197953701019, "m": 0.9987722039222717 }, { "p": 0.07153229415416718, "m": 0.5 }, { "p": 0.07134207338094711, "m": 0.5 } ] }, { "epoch": 83, "train_loss": 1.9756903648376465, "val_loss": 0.952178418636322, "acc": 68.0, "time": 263.32840870018117, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07146091014146805, "m": 0.5 }, { "p": 0.07137975841760635, "m": 0.5 }, { "p": 0.07146520912647247, "m": 0.5 }, { "p": 0.07139965891838074, "m": 1.0 }, { "p": 0.07140376418828964, "m": 0.3963196873664856 }, { "p": 0.07141775637865067, "m": 0.5282171964645386 }, { "p": 0.071388840675354, "m": 0.9166871309280396 }, { "p": 0.07151567190885544, "m": 0.9995808601379395 }, { "p": 0.07169260084629059, "m": 0.783791720867157 }, { "p": 0.07155673950910568, "m": 0.9679807424545288 }, { "p": 0.07138367742300034, "m": 0.9669840335845947 }, { "p": 0.07129070162773132, "m": 1.0 }, { "p": 0.07137402892112732, "m": 0.5 }, { "p": 0.07127073407173157, "m": 0.5 } ] }, { "epoch": 84, "train_loss": 2.160492181777954, "val_loss": 1.0124303102493286, "acc": 67.64, "time": 264.13675049017183, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07157698273658752, "m": 0.5 }, { "p": 0.07129157334566116, "m": 0.5 }, { "p": 0.07146026939153671, "m": 0.5 }, { "p": 0.07137461006641388, "m": 1.0 }, { "p": 0.0713786706328392, "m": 0.5371004343032837 }, { "p": 0.07149193435907364, "m": 0.5564864873886108 }, { "p": 0.07135854661464691, "m": 1.0 }, { "p": 0.07144908607006073, "m": 0.978177547454834 }, { "p": 0.07157577574253082, "m": 0.8595848083496094 }, { "p": 0.07142774760723114, "m": 0.9997437596321106 }, { "p": 0.07147861272096634, "m": 0.9501897096633911 }, { "p": 0.07141329348087311, "m": 0.9986310601234436 }, { "p": 0.071561299264431, "m": 0.5 }, { "p": 0.07116154581308365, "m": 0.5 } ] }, { "epoch": 85, "train_loss": 2.021864175796509, "val_loss": 0.983473002910614, "acc": 65.05, "time": 262.69508124399, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07148153334856033, "m": 0.5 }, { "p": 0.07148481160402298, "m": 0.5 }, { "p": 0.0715431347489357, "m": 0.5 }, { "p": 0.07143975049257278, "m": 1.0 }, { "p": 0.07130157947540283, "m": 0.5207436680793762 }, { "p": 0.07134618610143661, "m": 0.6155621409416199 }, { "p": 0.07150579243898392, "m": 0.8249686360359192 }, { "p": 0.07150552421808243, "m": 0.9680745601654053 }, { "p": 0.07140790671110153, "m": 0.8203982710838318 }, { "p": 0.07143111526966095, "m": 0.9900842905044556 }, { "p": 0.07134042680263519, "m": 0.9033114910125732 }, { "p": 0.07149339467287064, "m": 0.9995865225791931 }, { "p": 0.07155702263116837, "m": 0.5 }, { "p": 0.07116183638572693, "m": 0.5 } ] }, { "epoch": 86, "train_loss": 1.994097113609314, "val_loss": 0.8114485144615173, "acc": 69.72, "time": 262.46866515581496, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07156036049127579, "m": 0.5 }, { "p": 0.07132893055677414, "m": 0.5 }, { "p": 0.0713457465171814, "m": 0.5 }, { "p": 0.0716041848063469, "m": 0.9974836707115173 }, { "p": 0.07133137434720993, "m": 0.531696081161499 }, { "p": 0.07141870260238647, "m": 0.6851206421852112 }, { "p": 0.07146837562322617, "m": 0.8360000848770142 }, { "p": 0.0715494453907013, "m": 1.0 }, { "p": 0.07145604491233826, "m": 0.8362722396850586 }, { "p": 0.07130861282348633, "m": 0.9573538899421692 }, { "p": 0.07133931666612625, "m": 0.8814336061477661 }, { "p": 0.0715029388666153, "m": 0.9975448846817017 }, { "p": 0.0715222954750061, "m": 0.5 }, { "p": 0.07126367837190628, "m": 0.5 } ] }, { "epoch": 87, "train_loss": 1.9695459604263306, "val_loss": 0.8970839381217957, "acc": 68.76, "time": 264.66878134408034, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07155229896306992, "m": 0.5 }, { "p": 0.07123076170682907, "m": 0.5 }, { "p": 0.07146982103586197, "m": 0.5 }, { "p": 0.07162431627511978, "m": 0.9844704270362854 }, { "p": 0.07128696888685226, "m": 0.5359385013580322 }, { "p": 0.07142960280179977, "m": 0.7258608341217041 }, { "p": 0.07133019715547562, "m": 0.9143858551979065 }, { "p": 0.07129866629838943, "m": 1.0 }, { "p": 0.07129785418510437, "m": 0.8600513339042664 }, { "p": 0.07163923233747482, "m": 0.9591869115829468 }, { "p": 0.07146602869033813, "m": 0.8296676874160767 }, { "p": 0.07146019488573074, "m": 0.9979525804519653 }, { "p": 0.07165119796991348, "m": 0.5 }, { "p": 0.07126288115978241, "m": 0.5 } ] }, { "epoch": 88, "train_loss": 2.136204957962036, "val_loss": 0.9150338172912598, "acc": 69.85, "time": 265.8612564660143, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07141410559415817, "m": 0.5 }, { "p": 0.07125721126794815, "m": 0.5 }, { "p": 0.07157177478075027, "m": 0.5 }, { "p": 0.07144030928611755, "m": 0.8642258644104004 }, { "p": 0.07143156230449677, "m": 0.6488771438598633 }, { "p": 0.0715942531824112, "m": 0.7043195962905884 }, { "p": 0.07158801704645157, "m": 1.0 }, { "p": 0.07143399119377136, "m": 0.9470207691192627 }, { "p": 0.07146023213863373, "m": 0.9060630202293396 }, { "p": 0.07139512151479721, "m": 0.8626829385757446 }, { "p": 0.0712684616446495, "m": 0.915904700756073 }, { "p": 0.0714954286813736, "m": 1.0 }, { "p": 0.07155972719192505, "m": 0.5 }, { "p": 0.07108979672193527, "m": 0.5 } ] }, { "epoch": 89, "train_loss": 2.0567564964294434, "val_loss": 0.9313971400260925, "acc": 67.85, "time": 262.851014360087, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07173491269350052, "m": 0.5 }, { "p": 0.07140618562698364, "m": 0.5 }, { "p": 0.07153355330228806, "m": 0.5 }, { "p": 0.07137363404035568, "m": 0.8760541081428528 }, { "p": 0.07135125994682312, "m": 0.5760002732276917 }, { "p": 0.07121215760707855, "m": 0.7476441860198975 }, { "p": 0.07150295376777649, "m": 0.9446170926094055 }, { "p": 0.07151685655117035, "m": 1.0 }, { "p": 0.07146267592906952, "m": 0.9130780696868896 }, { "p": 0.07146969437599182, "m": 0.8484327793121338 }, { "p": 0.07138978689908981, "m": 0.9172166585922241 }, { "p": 0.0714460015296936, "m": 0.9677738547325134 }, { "p": 0.07135254889726639, "m": 0.5 }, { "p": 0.07124781608581543, "m": 0.5 } ] }, { "epoch": 90, "train_loss": 1.99812912940979, "val_loss": 0.9124262928962708, "acc": 68.58, "time": 263.9627455540467, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07135073095560074, "m": 0.5 }, { "p": 0.07114953547716141, "m": 0.5 }, { "p": 0.07159776240587234, "m": 0.5 }, { "p": 0.07166232913732529, "m": 0.9356130957603455 }, { "p": 0.0714392140507698, "m": 0.5858134031295776 }, { "p": 0.07126357406377792, "m": 0.7388767004013062 }, { "p": 0.07146214693784714, "m": 0.8668931126594543 }, { "p": 0.07131710648536682, "m": 0.9881449937820435 }, { "p": 0.07152662426233292, "m": 0.9019315242767334 }, { "p": 0.07134407758712769, "m": 0.7874858379364014 }, { "p": 0.07143785804510117, "m": 0.9548773169517517 }, { "p": 0.07155714184045792, "m": 1.0 }, { "p": 0.07146192342042923, "m": 0.5 }, { "p": 0.07142996042966843, "m": 0.5 } ] }, { "epoch": 91, "train_loss": 2.2590575218200684, "val_loss": 0.9068058729171753, "acc": 69.57, "time": 262.94794314494357, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07152625918388367, "m": 0.5 }, { "p": 0.07127555459737778, "m": 0.5 }, { "p": 0.07158500701189041, "m": 0.5 }, { "p": 0.07128410786390305, "m": 1.0 }, { "p": 0.07148544490337372, "m": 0.7045862078666687 }, { "p": 0.07130572944879532, "m": 0.8479156494140625 }, { "p": 0.071443110704422, "m": 0.971497118473053 }, { "p": 0.07144232839345932, "m": 1.0 }, { "p": 0.07136595249176025, "m": 0.8803114891052246 }, { "p": 0.07146287709474564, "m": 0.9026810526847839 }, { "p": 0.07156495004892349, "m": 0.9112926721572876 }, { "p": 0.07153432816267014, "m": 1.0 }, { "p": 0.0714070200920105, "m": 0.5 }, { "p": 0.07131731510162354, "m": 0.5 } ] }, { "epoch": 92, "train_loss": 2.21296763420105, "val_loss": 0.98161381483078, "acc": 69.16, "time": 263.8565942000132, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07150184363126755, "m": 0.5 }, { "p": 0.07129848748445511, "m": 0.5 }, { "p": 0.07142124325037003, "m": 0.5 }, { "p": 0.07152962684631348, "m": 0.9959067106246948 }, { "p": 0.0713493824005127, "m": 0.6656841039657593 }, { "p": 0.07120762765407562, "m": 0.8320965766906738 }, { "p": 0.07134612649679184, "m": 0.9778528213500977 }, { "p": 0.07139285653829575, "m": 1.0 }, { "p": 0.07137806713581085, "m": 0.8718322515487671 }, { "p": 0.07140125334262848, "m": 0.8355922698974609 }, { "p": 0.07171829789876938, "m": 0.9214174151420593 }, { "p": 0.0715337023139, "m": 0.9994688034057617 }, { "p": 0.07147965580224991, "m": 0.5 }, { "p": 0.07144185900688171, "m": 0.5 } ] }, { "epoch": 93, "train_loss": 2.5660593509674072, "val_loss": 0.9424630999565125, "acc": 69.23, "time": 262.5029794021975, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07154575735330582, "m": 0.5 }, { "p": 0.07126951962709427, "m": 0.5 }, { "p": 0.0716087743639946, "m": 0.5 }, { "p": 0.07160035520792007, "m": 0.9873631000518799 }, { "p": 0.07121887803077698, "m": 0.707665741443634 }, { "p": 0.07142599672079086, "m": 0.9857938289642334 }, { "p": 0.07148865610361099, "m": 0.997835099697113 }, { "p": 0.07140659540891647, "m": 0.9977738857269287 }, { "p": 0.07149326801300049, "m": 0.8987182974815369 }, { "p": 0.07157234102487564, "m": 0.7773438692092896 }, { "p": 0.07140960544347763, "m": 0.9466145634651184 }, { "p": 0.07141871750354767, "m": 0.955694317817688 }, { "p": 0.07141566276550293, "m": 0.5 }, { "p": 0.07112585753202438, "m": 0.5 } ] }, { "epoch": 94, "train_loss": 2.0077409744262695, "val_loss": 0.9432746767997742, "acc": 68.94, "time": 264.1232755181845, "mix_dist": 0.800000011920929, "param": [ { "p": 0.071504607796669, "m": 0.5 }, { "p": 0.07136090844869614, "m": 0.5 }, { "p": 0.07145213335752487, "m": 0.5 }, { "p": 0.07156107574701309, "m": 1.0 }, { "p": 0.07140237092971802, "m": 0.7032613158226013 }, { "p": 0.07111860811710358, "m": 0.9858292937278748 }, { "p": 0.07128429412841797, "m": 0.9331873655319214 }, { "p": 0.07152301073074341, "m": 1.0 }, { "p": 0.07151678204536438, "m": 0.8925671577453613 }, { "p": 0.07150137424468994, "m": 0.8982289433479309 }, { "p": 0.07158226519823074, "m": 0.9406481981277466 }, { "p": 0.07144986838102341, "m": 1.0 }, { "p": 0.07141945511102676, "m": 0.5 }, { "p": 0.07132328301668167, "m": 0.5 } ] }, { "epoch": 95, "train_loss": 2.2461295127868652, "val_loss": 0.9092235565185547, "acc": 68.67, "time": 262.5680665690452, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07137878239154816, "m": 0.5 }, { "p": 0.07120969891548157, "m": 0.5 }, { "p": 0.07140500843524933, "m": 0.5 }, { "p": 0.07149943709373474, "m": 0.9975921511650085 }, { "p": 0.07139996439218521, "m": 0.6480697989463806 }, { "p": 0.07139457017183304, "m": 0.9733384847640991 }, { "p": 0.07159078121185303, "m": 0.9098278880119324 }, { "p": 0.0714399442076683, "m": 0.9539496302604675 }, { "p": 0.07143086940050125, "m": 0.9016059637069702 }, { "p": 0.07139488309621811, "m": 0.957348644733429 }, { "p": 0.07143428921699524, "m": 0.8445742130279541 }, { "p": 0.0715809240937233, "m": 0.9942752122879028 }, { "p": 0.07151447981595993, "m": 0.5 }, { "p": 0.0713263750076294, "m": 0.5 } ] }, { "epoch": 96, "train_loss": 2.1514599323272705, "val_loss": 0.9032636880874634, "acc": 68.51, "time": 263.6174110251013, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0715782567858696, "m": 0.5 }, { "p": 0.07111295312643051, "m": 0.5 }, { "p": 0.07176786661148071, "m": 0.5 }, { "p": 0.07131391763687134, "m": 0.8730688095092773 }, { "p": 0.07128217071294785, "m": 0.7263321280479431 }, { "p": 0.07132663577795029, "m": 0.9341945052146912 }, { "p": 0.07160469889640808, "m": 0.9829509258270264 }, { "p": 0.07151199877262115, "m": 0.7728148102760315 }, { "p": 0.07155526429414749, "m": 0.9575180411338806 }, { "p": 0.07163132727146149, "m": 0.8875782489776611 }, { "p": 0.07138370722532272, "m": 0.8748726844787598 }, { "p": 0.07150150090456009, "m": 1.0 }, { "p": 0.07141076773405075, "m": 0.5 }, { "p": 0.07101893424987793, "m": 0.5 } ] }, { "epoch": 97, "train_loss": 2.1306347846984863, "val_loss": 0.8932984471321106, "acc": 68.12, "time": 264.0653019400779, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07141698151826859, "m": 0.5 }, { "p": 0.07136596739292145, "m": 0.5 }, { "p": 0.07141169160604477, "m": 0.5 }, { "p": 0.07141844928264618, "m": 0.9202539324760437 }, { "p": 0.07148759067058563, "m": 0.7517279386520386 }, { "p": 0.07125826179981232, "m": 1.0 }, { "p": 0.07140841335058212, "m": 0.9770646691322327 }, { "p": 0.07148627191781998, "m": 0.7644017934799194 }, { "p": 0.07161681354045868, "m": 0.9413961172103882 }, { "p": 0.07156597077846527, "m": 0.9475441575050354 }, { "p": 0.07147252559661865, "m": 0.8794875741004944 }, { "p": 0.0713396742939949, "m": 1.0 }, { "p": 0.07145769149065018, "m": 0.5 }, { "p": 0.07129363715648651, "m": 0.5 } ] }, { "epoch": 98, "train_loss": 2.072178602218628, "val_loss": 0.9262920022010803, "acc": 68.56, "time": 263.966092184186, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07175878435373306, "m": 0.5 }, { "p": 0.07137160748243332, "m": 0.5 }, { "p": 0.0715821236371994, "m": 0.5 }, { "p": 0.07146327942609787, "m": 0.835605800151825 }, { "p": 0.07102777808904648, "m": 0.6905921101570129 }, { "p": 0.07136410474777222, "m": 0.9964541792869568 }, { "p": 0.07153025269508362, "m": 0.9509744644165039 }, { "p": 0.0715165063738823, "m": 1.0 }, { "p": 0.07161029428243637, "m": 1.0 }, { "p": 0.07137711346149445, "m": 0.9326356649398804 }, { "p": 0.07135536521673203, "m": 0.9099521040916443 }, { "p": 0.07154745608568192, "m": 1.0 }, { "p": 0.07140238583087921, "m": 0.5 }, { "p": 0.07109292596578598, "m": 0.5 } ] }, { "epoch": 99, "train_loss": 2.1003153324127197, "val_loss": 0.8056840896606445, "acc": 69.37, "time": 263.9144853311591, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07151522487401962, "m": 0.5 }, { "p": 0.07126094400882721, "m": 0.5 }, { "p": 0.07155261188745499, "m": 0.5 }, { "p": 0.07137282937765121, "m": 0.9098859429359436 }, { "p": 0.07137876003980637, "m": 0.753358006477356 }, { "p": 0.07129087299108505, "m": 0.9884553551673889 }, { "p": 0.07136310636997223, "m": 0.9862824082374573 }, { "p": 0.07136204093694687, "m": 0.9138482809066772 }, { "p": 0.0713619589805603, "m": 0.9902015924453735 }, { "p": 0.0715230405330658, "m": 0.9314607381820679 }, { "p": 0.07145265489816666, "m": 0.838934063911438 }, { "p": 0.07148414105176926, "m": 1.0 }, { "p": 0.07166308909654617, "m": 0.5 }, { "p": 0.07141871005296707, "m": 0.5 } ] }, { "epoch": 100, "train_loss": 2.3899154663085938, "val_loss": 0.9588075280189514, "acc": 68.75, "time": 262.7159381159581, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07135505974292755, "m": 0.5 }, { "p": 0.07127158343791962, "m": 0.5 }, { "p": 0.07119586318731308, "m": 0.5 }, { "p": 0.07152804732322693, "m": 0.9313344955444336 }, { "p": 0.0715269073843956, "m": 0.855050802230835 }, { "p": 0.07113916426897049, "m": 0.9013826251029968 }, { "p": 0.07137543708086014, "m": 0.8698419332504272 }, { "p": 0.0713777169585228, "m": 0.9837629199028015 }, { "p": 0.07171129435300827, "m": 0.994768500328064 }, { "p": 0.07147733122110367, "m": 0.8539862632751465 }, { "p": 0.07158821076154709, "m": 0.873351514339447 }, { "p": 0.07157085835933685, "m": 1.0 }, { "p": 0.07161974906921387, "m": 0.5 }, { "p": 0.07126277685165405, "m": 0.5 } ] }, { "epoch": 101, "train_loss": 2.174928665161133, "val_loss": 0.8330541253089905, "acc": 68.93, "time": 263.14923731819727, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07155085355043411, "m": 0.5 }, { "p": 0.0712512955069542, "m": 0.5 }, { "p": 0.07161854207515717, "m": 0.5 }, { "p": 0.0715736672282219, "m": 1.0 }, { "p": 0.07133844494819641, "m": 0.7998788356781006 }, { "p": 0.0712270587682724, "m": 0.9557708501815796 }, { "p": 0.07153571397066116, "m": 0.8817512392997742 }, { "p": 0.0715513676404953, "m": 0.9425433278083801 }, { "p": 0.07138903439044952, "m": 0.9916484355926514 }, { "p": 0.07161048799753189, "m": 0.860273003578186 }, { "p": 0.07149001955986023, "m": 0.9544354677200317 }, { "p": 0.07132893800735474, "m": 1.0 }, { "p": 0.07139679044485092, "m": 0.5 }, { "p": 0.07113773375749588, "m": 0.5 } ] }, { "epoch": 102, "train_loss": 1.9146342277526855, "val_loss": 0.7650858163833618, "acc": 70.54, "time": 263.8156301139388, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07137475907802582, "m": 0.5 }, { "p": 0.07130800932645798, "m": 0.5 }, { "p": 0.07137759029865265, "m": 0.5 }, { "p": 0.07137703895568848, "m": 0.9938871264457703 }, { "p": 0.07134955376386642, "m": 0.8525934219360352 }, { "p": 0.07144033163785934, "m": 0.9328284859657288 }, { "p": 0.07128491997718811, "m": 0.9634876847267151 }, { "p": 0.07156667858362198, "m": 0.9811634421348572 }, { "p": 0.07144919037818909, "m": 0.9952951669692993 }, { "p": 0.07135321199893951, "m": 0.9544719457626343 }, { "p": 0.07153131067752838, "m": 0.9937919974327087 }, { "p": 0.07155340164899826, "m": 0.9834311008453369 }, { "p": 0.07152704894542694, "m": 0.5 }, { "p": 0.07150692492723465, "m": 0.5 } ] }, { "epoch": 103, "train_loss": 2.1189870834350586, "val_loss": 0.8230618238449097, "acc": 70.64, "time": 266.03920484986156, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07154716551303864, "m": 0.5 }, { "p": 0.07124859094619751, "m": 0.5 }, { "p": 0.07145965099334717, "m": 0.5 }, { "p": 0.07136538624763489, "m": 0.8906204104423523 }, { "p": 0.07140568643808365, "m": 0.910201907157898 }, { "p": 0.0711231529712677, "m": 0.9264134168624878 }, { "p": 0.07145418971776962, "m": 1.0 }, { "p": 0.07144992053508759, "m": 0.9613831043243408 }, { "p": 0.071508027613163, "m": 0.9801076054573059 }, { "p": 0.07154688984155655, "m": 0.9726044535636902 }, { "p": 0.07144050300121307, "m": 0.9808123707771301 }, { "p": 0.07170624285936356, "m": 0.9991323947906494 }, { "p": 0.07135628908872604, "m": 0.5 }, { "p": 0.07138831168413162, "m": 0.5 } ] }, { "epoch": 104, "train_loss": 2.1561429500579834, "val_loss": 0.9296315908432007, "acc": 69.51, "time": 263.4338513070252, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07148291915655136, "m": 0.5 }, { "p": 0.07132542878389359, "m": 0.5 }, { "p": 0.07156644761562347, "m": 0.5 }, { "p": 0.07113370299339294, "m": 0.905504584312439 }, { "p": 0.07132765650749207, "m": 0.9091551899909973 }, { "p": 0.0713539570569992, "m": 0.9543214440345764 }, { "p": 0.0712854340672493, "m": 0.9491263628005981 }, { "p": 0.07157377153635025, "m": 1.0 }, { "p": 0.0713098868727684, "m": 0.8914980888366699 }, { "p": 0.07144784927368164, "m": 0.9352788925170898 }, { "p": 0.07146340608596802, "m": 0.9624937176704407 }, { "p": 0.07152972370386124, "m": 1.0 }, { "p": 0.07166837155818939, "m": 0.5 }, { "p": 0.07153140008449554, "m": 0.5 } ] }, { "epoch": 105, "train_loss": 1.6307016611099243, "val_loss": 0.8264562487602234, "acc": 70.23, "time": 263.64201965299435, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07153797894716263, "m": 0.5 }, { "p": 0.07128452509641647, "m": 0.5 }, { "p": 0.07116924226284027, "m": 0.5 }, { "p": 0.07160811126232147, "m": 0.8952661156654358 }, { "p": 0.07142458856105804, "m": 0.8473653197288513 }, { "p": 0.07147413492202759, "m": 0.7864696383476257 }, { "p": 0.0714741125702858, "m": 0.8129024505615234 }, { "p": 0.07163833826780319, "m": 0.9662065505981445 }, { "p": 0.07166241854429245, "m": 0.9233542680740356 }, { "p": 0.07119658589363098, "m": 0.8361018300056458 }, { "p": 0.07145986706018448, "m": 0.9594143033027649 }, { "p": 0.07139769196510315, "m": 1.0 }, { "p": 0.07135537266731262, "m": 0.5 }, { "p": 0.07131706923246384, "m": 0.5 } ] }, { "epoch": 106, "train_loss": 2.2261946201324463, "val_loss": 0.7871239185333252, "acc": 69.82, "time": 263.0637483189348, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0715247169137001, "m": 0.5 }, { "p": 0.07095565646886826, "m": 0.5 }, { "p": 0.07150645554065704, "m": 0.5 }, { "p": 0.07136031240224838, "m": 0.9601660370826721 }, { "p": 0.07140742242336273, "m": 0.8481262922286987 }, { "p": 0.0715361088514328, "m": 0.8017286658287048 }, { "p": 0.07147591561079025, "m": 0.7759649753570557 }, { "p": 0.07159288227558136, "m": 1.0 }, { "p": 0.07165160030126572, "m": 0.8907668590545654 }, { "p": 0.07144846022129059, "m": 0.8456236124038696 }, { "p": 0.07144660502672195, "m": 0.8783340454101562 }, { "p": 0.07162874191999435, "m": 0.951518177986145 }, { "p": 0.07141152024269104, "m": 0.5 }, { "p": 0.07105354219675064, "m": 0.5 } ] }, { "epoch": 107, "train_loss": 2.0260612964630127, "val_loss": 0.9121174812316895, "acc": 70.64, "time": 262.89434133516625, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0713721364736557, "m": 0.5 }, { "p": 0.07112356275320053, "m": 0.5 }, { "p": 0.07167016714811325, "m": 0.5 }, { "p": 0.07149630039930344, "m": 0.8926981687545776 }, { "p": 0.07130147516727448, "m": 0.7207339406013489 }, { "p": 0.07131563872098923, "m": 0.8509883284568787 }, { "p": 0.07158727198839188, "m": 0.7630813717842102 }, { "p": 0.07156416028738022, "m": 0.9935864806175232 }, { "p": 0.07149158418178558, "m": 0.9609761238098145 }, { "p": 0.0712808147072792, "m": 0.8082840442657471 }, { "p": 0.07148972898721695, "m": 0.8881204724311829 }, { "p": 0.0714920163154602, "m": 0.9834434986114502 }, { "p": 0.07151556760072708, "m": 0.5 }, { "p": 0.07129964232444763, "m": 0.5 } ] }, { "epoch": 108, "train_loss": 2.031223773956299, "val_loss": 0.7642806172370911, "acc": 70.6, "time": 263.2891673790291, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07157692313194275, "m": 0.5 }, { "p": 0.07134251296520233, "m": 0.5 }, { "p": 0.07154939323663712, "m": 0.5 }, { "p": 0.07128604501485825, "m": 0.9152878522872925 }, { "p": 0.07122654467821121, "m": 0.7487270832061768 }, { "p": 0.07144249975681305, "m": 0.8194230198860168 }, { "p": 0.07143210619688034, "m": 0.926902174949646 }, { "p": 0.07128527760505676, "m": 0.9803452491760254 }, { "p": 0.07152552157640457, "m": 0.9525034427642822 }, { "p": 0.07143992185592651, "m": 0.8518269062042236 }, { "p": 0.07136572152376175, "m": 0.9740419387817383 }, { "p": 0.07164771109819412, "m": 1.0 }, { "p": 0.07154695689678192, "m": 0.5 }, { "p": 0.07133284956216812, "m": 0.5 } ] }, { "epoch": 109, "train_loss": 1.9156054258346558, "val_loss": 0.8544606566429138, "acc": 69.84, "time": 265.39160647196695, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07132601737976074, "m": 0.5 }, { "p": 0.07128365337848663, "m": 0.5 }, { "p": 0.07159405946731567, "m": 0.5 }, { "p": 0.07130229473114014, "m": 0.8753723502159119 }, { "p": 0.07137303799390793, "m": 0.6968781352043152 }, { "p": 0.0712621882557869, "m": 0.8576331734657288 }, { "p": 0.07155229896306992, "m": 0.8932761549949646 }, { "p": 0.07146598398685455, "m": 0.9292305707931519 }, { "p": 0.07141049206256866, "m": 0.9666925668716431 }, { "p": 0.07133433222770691, "m": 0.9387591481208801 }, { "p": 0.07147758454084396, "m": 1.0 }, { "p": 0.07158283144235611, "m": 0.9921426177024841 }, { "p": 0.07167687267065048, "m": 0.5 }, { "p": 0.07135836780071259, "m": 0.5 } ] }, { "epoch": 110, "train_loss": 2.2722761631011963, "val_loss": 0.8858340978622437, "acc": 70.36, "time": 264.4097531461157, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07133171707391739, "m": 0.5 }, { "p": 0.07153073698282242, "m": 0.5 }, { "p": 0.07157886028289795, "m": 0.5 }, { "p": 0.07166431099176407, "m": 0.8517725467681885 }, { "p": 0.07136014848947525, "m": 0.7873461842536926 }, { "p": 0.07108746469020844, "m": 0.8808419704437256 }, { "p": 0.07172442972660065, "m": 1.0 }, { "p": 0.07116109877824783, "m": 0.9990907907485962 }, { "p": 0.07123842090368271, "m": 0.9945501089096069 }, { "p": 0.07154069095849991, "m": 0.9970797896385193 }, { "p": 0.0714738592505455, "m": 0.9999483823776245 }, { "p": 0.07172037661075592, "m": 0.9547120332717896 }, { "p": 0.07154804468154907, "m": 0.5 }, { "p": 0.07103987783193588, "m": 0.5 } ] }, { "epoch": 111, "train_loss": 1.873490571975708, "val_loss": 0.8554742932319641, "acc": 70.7, "time": 265.9749812250957, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07138314843177795, "m": 0.5 }, { "p": 0.07140706479549408, "m": 0.5 }, { "p": 0.07125690579414368, "m": 0.5 }, { "p": 0.07150878012180328, "m": 0.8759546875953674 }, { "p": 0.07153651118278503, "m": 0.7501969337463379 }, { "p": 0.07125768810510635, "m": 0.8841856718063354 }, { "p": 0.071306973695755, "m": 0.9991589784622192 }, { "p": 0.0714079737663269, "m": 0.7801424860954285 }, { "p": 0.0713459849357605, "m": 0.9935913681983948 }, { "p": 0.07166679948568344, "m": 0.9651371240615845 }, { "p": 0.07163484394550323, "m": 0.9989506006240845 }, { "p": 0.071395143866539, "m": 1.0 }, { "p": 0.07167695462703705, "m": 0.5 }, { "p": 0.07121522724628448, "m": 0.5 } ] }, { "epoch": 112, "train_loss": 1.9395616054534912, "val_loss": 0.7607125639915466, "acc": 69.67, "time": 264.47533798613586, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07168122380971909, "m": 0.5 }, { "p": 0.07137773185968399, "m": 0.5 }, { "p": 0.07149806618690491, "m": 0.5 }, { "p": 0.07128623127937317, "m": 0.8401428461074829 }, { "p": 0.07125552743673325, "m": 0.8455207943916321 }, { "p": 0.07119738310575485, "m": 0.964986264705658 }, { "p": 0.07140179723501205, "m": 0.9765385389328003 }, { "p": 0.07138710469007492, "m": 0.8488423824310303 }, { "p": 0.07150493562221527, "m": 0.9510473608970642 }, { "p": 0.07179100066423416, "m": 0.9518093466758728 }, { "p": 0.07154104113578796, "m": 0.9421744346618652 }, { "p": 0.07138758152723312, "m": 1.0 }, { "p": 0.07149391621351242, "m": 0.5 }, { "p": 0.07119645923376083, "m": 0.5 } ] }, { "epoch": 113, "train_loss": 2.3007612228393555, "val_loss": 0.8314968943595886, "acc": 70.07, "time": 262.72751646093093, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07159863412380219, "m": 0.5 }, { "p": 0.07136638462543488, "m": 0.5 }, { "p": 0.07143993675708771, "m": 0.5 }, { "p": 0.0716017335653305, "m": 0.8754193782806396 }, { "p": 0.07136701792478561, "m": 0.7636014819145203 }, { "p": 0.07137537002563477, "m": 0.9164229035377502 }, { "p": 0.07165321707725525, "m": 0.9876897931098938 }, { "p": 0.07122666388750076, "m": 0.8586359620094299 }, { "p": 0.07144873589277267, "m": 0.9206331372261047 }, { "p": 0.0714259147644043, "m": 0.9027312397956848 }, { "p": 0.0714343935251236, "m": 0.9980795979499817 }, { "p": 0.07147206366062164, "m": 1.0 }, { "p": 0.07129073888063431, "m": 0.5 }, { "p": 0.07129919528961182, "m": 0.5 } ] }, { "epoch": 114, "train_loss": 1.916081190109253, "val_loss": 0.8393977880477905, "acc": 70.92, "time": 264.0353266610764, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07153765112161636, "m": 0.5 }, { "p": 0.07123476266860962, "m": 0.5 }, { "p": 0.07130644470453262, "m": 0.5 }, { "p": 0.07141270488500595, "m": 0.8221591711044312 }, { "p": 0.07126495987176895, "m": 0.7511328458786011 }, { "p": 0.07135241478681564, "m": 1.0 }, { "p": 0.07160133868455887, "m": 1.0 }, { "p": 0.07144562900066376, "m": 0.9875645041465759 }, { "p": 0.07157709449529648, "m": 0.9817049503326416 }, { "p": 0.07148074358701706, "m": 0.8668177723884583 }, { "p": 0.07147213071584702, "m": 0.8953840732574463 }, { "p": 0.07141491770744324, "m": 0.9858285188674927 }, { "p": 0.07149580866098404, "m": 0.5 }, { "p": 0.07140342891216278, "m": 0.5 } ] }, { "epoch": 115, "train_loss": 2.1069869995117188, "val_loss": 0.8652033805847168, "acc": 70.33, "time": 263.4429930378683, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07112020254135132, "m": 0.5 }, { "p": 0.07136774063110352, "m": 0.5 }, { "p": 0.07150938361883163, "m": 0.5 }, { "p": 0.07130281627178192, "m": 0.8394966721534729 }, { "p": 0.07143694907426834, "m": 0.8302552103996277 }, { "p": 0.0711895152926445, "m": 0.9466313719749451 }, { "p": 0.07139073312282562, "m": 0.9940716624259949 }, { "p": 0.0714324414730072, "m": 0.9579983949661255 }, { "p": 0.07141834497451782, "m": 0.9997155070304871 }, { "p": 0.07153421640396118, "m": 0.9504173398017883 }, { "p": 0.0716729387640953, "m": 0.9622198343276978 }, { "p": 0.07185447216033936, "m": 0.9541374444961548 }, { "p": 0.07150240987539291, "m": 0.5 }, { "p": 0.07126785814762115, "m": 0.5 } ] }, { "epoch": 116, "train_loss": 1.955115795135498, "val_loss": 0.8742480278015137, "acc": 70.64, "time": 264.7890260750428, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07163476943969727, "m": 0.5 }, { "p": 0.07143551111221313, "m": 0.5 }, { "p": 0.07123096287250519, "m": 0.5 }, { "p": 0.0714317113161087, "m": 0.8713343143463135 }, { "p": 0.07146041840314865, "m": 0.814950168132782 }, { "p": 0.07139161974191666, "m": 0.8860830068588257 }, { "p": 0.07152023166418076, "m": 0.9909724593162537 }, { "p": 0.07141254097223282, "m": 0.8809751272201538 }, { "p": 0.07137081772089005, "m": 0.9976546168327332 }, { "p": 0.07148181647062302, "m": 0.9902333617210388 }, { "p": 0.07144707441329956, "m": 1.0 }, { "p": 0.07129894196987152, "m": 1.0 }, { "p": 0.07154466211795807, "m": 0.5 }, { "p": 0.07133893668651581, "m": 0.5 } ] }, { "epoch": 117, "train_loss": 1.8713481426239014, "val_loss": 0.9239990711212158, "acc": 69.65, "time": 264.09510693792254, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07139422744512558, "m": 0.5 }, { "p": 0.07110632956027985, "m": 0.5 }, { "p": 0.07155941426753998, "m": 0.5 }, { "p": 0.07128891348838806, "m": 0.9622046947479248 }, { "p": 0.07115956395864487, "m": 0.8155471086502075 }, { "p": 0.07139517366886139, "m": 0.8852812051773071 }, { "p": 0.07144180685281754, "m": 1.0 }, { "p": 0.0717475414276123, "m": 0.93515545129776 }, { "p": 0.07140900939702988, "m": 0.9220260977745056 }, { "p": 0.07172734290361404, "m": 0.9564934968948364 }, { "p": 0.07159677892923355, "m": 0.9605133533477783 }, { "p": 0.07148468494415283, "m": 0.9546573162078857 }, { "p": 0.07146170735359192, "m": 0.5 }, { "p": 0.07122749835252762, "m": 0.5 } ] }, { "epoch": 118, "train_loss": 1.9254648685455322, "val_loss": 0.7632899880409241, "acc": 70.25, "time": 262.94915592693724, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07151047885417938, "m": 0.5 }, { "p": 0.07137668132781982, "m": 0.5 }, { "p": 0.07152330130338669, "m": 0.5 }, { "p": 0.0714244544506073, "m": 0.905245304107666 }, { "p": 0.0712943747639656, "m": 0.9140998721122742 }, { "p": 0.07156714797019958, "m": 0.6389315724372864 }, { "p": 0.07134955376386642, "m": 0.9755187034606934 }, { "p": 0.07125990837812424, "m": 0.9644532799720764 }, { "p": 0.07160867750644684, "m": 0.869258463382721 }, { "p": 0.07157089561223984, "m": 0.940082848072052 }, { "p": 0.07144958525896072, "m": 0.9884301424026489 }, { "p": 0.07129451632499695, "m": 0.9979496002197266 }, { "p": 0.07128320634365082, "m": 0.5 }, { "p": 0.07148720324039459, "m": 0.5 } ] }, { "epoch": 119, "train_loss": 1.7698959112167358, "val_loss": 0.736178994178772, "acc": 71.06, "time": 262.7105160099454, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0715833380818367, "m": 0.5 }, { "p": 0.07135594636201859, "m": 0.5 }, { "p": 0.07156947255134583, "m": 0.5 }, { "p": 0.07151881605386734, "m": 0.9611003994941711 }, { "p": 0.07135108858346939, "m": 0.9969581961631775 }, { "p": 0.07122885435819626, "m": 0.6611208319664001 }, { "p": 0.07152990251779556, "m": 0.9897867441177368 }, { "p": 0.07144720107316971, "m": 0.947925865650177 }, { "p": 0.07135066390037537, "m": 0.912948489189148 }, { "p": 0.0714050903916359, "m": 0.9598520398139954 }, { "p": 0.07154552638530731, "m": 0.9732375144958496 }, { "p": 0.0714741051197052, "m": 1.0 }, { "p": 0.07135626673698425, "m": 0.5 }, { "p": 0.07128369808197021, "m": 0.5 } ] }, { "epoch": 120, "train_loss": 1.8754185438156128, "val_loss": 0.8870177865028381, "acc": 70.47, "time": 263.9557751661632, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07138591259717941, "m": 0.5 }, { "p": 0.07131188362836838, "m": 0.5 }, { "p": 0.07143031060695648, "m": 0.5 }, { "p": 0.0714762881398201, "m": 0.9427766799926758 }, { "p": 0.07125604897737503, "m": 0.9051148891448975 }, { "p": 0.07117006927728653, "m": 0.5493906736373901 }, { "p": 0.0715278685092926, "m": 0.9981881380081177 }, { "p": 0.07156872004270554, "m": 0.9146106243133545 }, { "p": 0.07138808816671371, "m": 0.9012063145637512 }, { "p": 0.07167593389749527, "m": 0.9482376575469971 }, { "p": 0.07164137065410614, "m": 1.0 }, { "p": 0.07167721539735794, "m": 1.0 }, { "p": 0.07144573330879211, "m": 0.5 }, { "p": 0.07104451954364777, "m": 0.5 } ] }, { "epoch": 121, "train_loss": 1.8833295106887817, "val_loss": 0.9532340168952942, "acc": 71.12, "time": 263.3477609588299, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07145820558071136, "m": 0.5 }, { "p": 0.07124703377485275, "m": 0.5 }, { "p": 0.07147615402936935, "m": 0.5 }, { "p": 0.07161068916320801, "m": 0.9213422536849976 }, { "p": 0.07141423225402832, "m": 0.9311040043830872 }, { "p": 0.07132945209741592, "m": 0.5012052655220032 }, { "p": 0.0714016929268837, "m": 0.9724642634391785 }, { "p": 0.07156971096992493, "m": 0.9652265310287476 }, { "p": 0.07156120985746384, "m": 0.9649255871772766 }, { "p": 0.07142427563667297, "m": 1.0 }, { "p": 0.07144931703805923, "m": 0.9971519112586975 }, { "p": 0.0713823065161705, "m": 1.0 }, { "p": 0.0715692937374115, "m": 0.5 }, { "p": 0.07110638171434402, "m": 0.5 } ] }, { "epoch": 122, "train_loss": 1.9954010248184204, "val_loss": 0.8789243102073669, "acc": 71.13, "time": 263.4692362691276, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07149399816989899, "m": 0.5 }, { "p": 0.0712779238820076, "m": 0.5 }, { "p": 0.07143839448690414, "m": 0.5 }, { "p": 0.07167615741491318, "m": 0.8600848317146301 }, { "p": 0.07121457904577255, "m": 1.0 }, { "p": 0.07131029665470123, "m": 0.35400494933128357 }, { "p": 0.07152504473924637, "m": 0.849784791469574 }, { "p": 0.07143565267324448, "m": 0.8661119341850281 }, { "p": 0.07143918424844742, "m": 1.0 }, { "p": 0.07147106528282166, "m": 0.9429872632026672 }, { "p": 0.07157385349273682, "m": 0.9704161882400513 }, { "p": 0.07146500796079636, "m": 1.0 }, { "p": 0.07158691436052322, "m": 0.5 }, { "p": 0.07109194993972778, "m": 0.5 } ] }, { "epoch": 123, "train_loss": 2.1054506301879883, "val_loss": 0.8251241445541382, "acc": 70.38, "time": 263.24939854303375, "mix_dist": 0.800000011920929, "param": [ { "p": 0.071600541472435, "m": 0.5 }, { "p": 0.07129643112421036, "m": 0.5 }, { "p": 0.07148510962724686, "m": 0.5 }, { "p": 0.07140641659498215, "m": 0.8997968435287476 }, { "p": 0.07139257341623306, "m": 1.0 }, { "p": 0.07116392254829407, "m": 0.4813980758190155 }, { "p": 0.07161787152290344, "m": 1.0 }, { "p": 0.07109212875366211, "m": 0.7517026662826538 }, { "p": 0.07142218947410583, "m": 0.9396749138832092 }, { "p": 0.0715104416012764, "m": 0.9932271838188171 }, { "p": 0.07129908353090286, "m": 0.8579189777374268 }, { "p": 0.07151823490858078, "m": 1.0 }, { "p": 0.07147384434938431, "m": 0.5 }, { "p": 0.07172121107578278, "m": 0.5 } ] }, { "epoch": 124, "train_loss": 1.9660899639129639, "val_loss": 0.7776616811752319, "acc": 70.94, "time": 263.6505475640297, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0715891420841217, "m": 0.5 }, { "p": 0.07128653675317764, "m": 0.5 }, { "p": 0.07137780636548996, "m": 0.5 }, { "p": 0.07144676148891449, "m": 0.9535499811172485 }, { "p": 0.07127587497234344, "m": 0.9772652387619019 }, { "p": 0.07162231206893921, "m": 0.42706435918807983 }, { "p": 0.07159173488616943, "m": 0.911314070224762 }, { "p": 0.07140812277793884, "m": 0.8968971967697144 }, { "p": 0.0716734305024147, "m": 0.9736395478248596 }, { "p": 0.07129769772291183, "m": 0.9783865213394165 }, { "p": 0.07135873287916183, "m": 0.9639624357223511 }, { "p": 0.07142271846532822, "m": 0.998927652835846 }, { "p": 0.07131285965442657, "m": 0.5 }, { "p": 0.07133632153272629, "m": 0.5 } ] }, { "epoch": 125, "train_loss": 2.3973195552825928, "val_loss": 0.8810915350914001, "acc": 70.76, "time": 263.384327954147, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07153479009866714, "m": 0.5 }, { "p": 0.07133519649505615, "m": 0.5 }, { "p": 0.07154710590839386, "m": 0.5 }, { "p": 0.07155563682317734, "m": 0.8680033087730408 }, { "p": 0.07099170982837677, "m": 1.0 }, { "p": 0.07164470851421356, "m": 0.5190680027008057 }, { "p": 0.07145527750253677, "m": 0.8549012541770935 }, { "p": 0.07156909257173538, "m": 0.795772910118103 }, { "p": 0.0713333860039711, "m": 0.9691981673240662 }, { "p": 0.07148797810077667, "m": 0.9907804727554321 }, { "p": 0.07145217806100845, "m": 1.0 }, { "p": 0.07123000919818878, "m": 0.9944484829902649 }, { "p": 0.07129941880702972, "m": 0.5 }, { "p": 0.07156354188919067, "m": 0.5 } ] }, { "epoch": 126, "train_loss": 1.5913007259368896, "val_loss": 0.7166886925697327, "acc": 70.62, "time": 263.7768286438659, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142654061317444, "m": 0.5 }, { "p": 0.07135684043169022, "m": 0.5 }, { "p": 0.07150514423847198, "m": 0.5 }, { "p": 0.07146185636520386, "m": 0.8435470461845398 }, { "p": 0.07130598276853561, "m": 0.9701807498931885 }, { "p": 0.07151957601308823, "m": 0.37648749351501465 }, { "p": 0.07155703753232956, "m": 0.8840339779853821 }, { "p": 0.07133826613426208, "m": 0.9173462986946106 }, { "p": 0.07132100313901901, "m": 1.0 }, { "p": 0.07133360207080841, "m": 0.8266264200210571 }, { "p": 0.07157010585069656, "m": 0.8731017112731934 }, { "p": 0.07152462750673294, "m": 1.0 }, { "p": 0.07147148996591568, "m": 0.5 }, { "p": 0.0713079571723938, "m": 0.5 } ] }, { "epoch": 127, "train_loss": 1.8258230686187744, "val_loss": 0.9836499691009521, "acc": 69.92, "time": 263.3275283339899, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142987102270126, "m": 0.5 }, { "p": 0.07113836705684662, "m": 0.5 }, { "p": 0.07146875560283661, "m": 0.5 }, { "p": 0.07154645770788193, "m": 0.8924440145492554 }, { "p": 0.07157976925373077, "m": 0.8483027219772339 }, { "p": 0.07163963466882706, "m": 0.3582146465778351 }, { "p": 0.0714728981256485, "m": 0.9042432308197021 }, { "p": 0.07136324048042297, "m": 0.9990209937095642 }, { "p": 0.07131874561309814, "m": 0.8730746507644653 }, { "p": 0.07156766206026077, "m": 0.837166965007782 }, { "p": 0.07121818512678146, "m": 0.8703522086143494 }, { "p": 0.07163352519273758, "m": 0.9794752597808838 }, { "p": 0.07165831327438354, "m": 0.5 }, { "p": 0.07096453011035919, "m": 0.5 } ] }, { "epoch": 128, "train_loss": 1.8371018171310425, "val_loss": 0.9285401701927185, "acc": 70.67, "time": 263.79130288003944, "mix_dist": 0.800000011920929, "param": [ { "p": 0.071239173412323, "m": 0.5 }, { "p": 0.07138405740261078, "m": 0.5 }, { "p": 0.07159680128097534, "m": 0.5 }, { "p": 0.07142733037471771, "m": 0.72369384765625 }, { "p": 0.0713452696800232, "m": 0.9710251688957214 }, { "p": 0.07122448831796646, "m": 0.30560413002967834 }, { "p": 0.07126323133707047, "m": 0.991802990436554 }, { "p": 0.07145679742097855, "m": 0.8476019501686096 }, { "p": 0.07152489572763443, "m": 0.8446956276893616 }, { "p": 0.07140332460403442, "m": 0.9547505378723145 }, { "p": 0.07137005031108856, "m": 0.7416195273399353 }, { "p": 0.07183993607759476, "m": 1.0 }, { "p": 0.07163401693105698, "m": 0.5 }, { "p": 0.07129062712192535, "m": 0.5 } ] }, { "epoch": 129, "train_loss": 1.8161756992340088, "val_loss": 0.7915876507759094, "acc": 71.51, "time": 266.14350825105794, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07155892252922058, "m": 0.5 }, { "p": 0.07133472710847855, "m": 0.5 }, { "p": 0.07128266990184784, "m": 0.5 }, { "p": 0.07143692672252655, "m": 0.6580196022987366 }, { "p": 0.07138392329216003, "m": 0.8968183994293213 }, { "p": 0.07128123193979263, "m": 0.3761032819747925 }, { "p": 0.07140379399061203, "m": 0.8656695485115051 }, { "p": 0.07157028466463089, "m": 0.7324302792549133 }, { "p": 0.07153492420911789, "m": 0.897558867931366 }, { "p": 0.07154158502817154, "m": 0.9996470808982849 }, { "p": 0.07149892300367355, "m": 0.7454119920730591 }, { "p": 0.07132627069950104, "m": 1.0 }, { "p": 0.07153723388910294, "m": 0.5 }, { "p": 0.07130859792232513, "m": 0.5 } ] }, { "epoch": 130, "train_loss": 1.574562668800354, "val_loss": 0.8742151260375977, "acc": 72.07, "time": 264.4859254998155, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07145342230796814, "m": 0.5 }, { "p": 0.07106561958789825, "m": 0.5 }, { "p": 0.07149264961481094, "m": 0.5 }, { "p": 0.07140833139419556, "m": 0.7407135963439941 }, { "p": 0.07124540954828262, "m": 0.8931207060813904 }, { "p": 0.07143837958574295, "m": 0.3614760637283325 }, { "p": 0.07120155543088913, "m": 0.9022534489631653 }, { "p": 0.0711984783411026, "m": 0.8516151905059814 }, { "p": 0.07167891412973404, "m": 0.8325101733207703 }, { "p": 0.07152865827083588, "m": 0.9240893125534058 }, { "p": 0.0715278685092926, "m": 0.7811611294746399 }, { "p": 0.0717226192355156, "m": 1.0 }, { "p": 0.07156546413898468, "m": 0.5 }, { "p": 0.0714726448059082, "m": 0.5 } ] }, { "epoch": 131, "train_loss": 2.1160614490509033, "val_loss": 0.8421652317047119, "acc": 71.25, "time": 262.7840562479105, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07136563211679459, "m": 0.5 }, { "p": 0.07127616554498672, "m": 0.5 }, { "p": 0.07139270752668381, "m": 0.5 }, { "p": 0.07150299102067947, "m": 0.763228714466095 }, { "p": 0.07121245563030243, "m": 0.8402125239372253 }, { "p": 0.07153026759624481, "m": 0.26886796951293945 }, { "p": 0.07144908607006073, "m": 0.9744188189506531 }, { "p": 0.07142099738121033, "m": 0.7121350169181824 }, { "p": 0.07158608734607697, "m": 0.8416115641593933 }, { "p": 0.07127276808023453, "m": 1.0 }, { "p": 0.07154511660337448, "m": 0.8465513586997986 }, { "p": 0.07158857583999634, "m": 1.0 }, { "p": 0.0714368224143982, "m": 0.5 }, { "p": 0.07142038643360138, "m": 0.5 } ] }, { "epoch": 132, "train_loss": 1.4642486572265625, "val_loss": 0.8164654970169067, "acc": 70.52, "time": 263.66403567092493, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07145855575799942, "m": 0.5 }, { "p": 0.07153391093015671, "m": 0.5 }, { "p": 0.0716746374964714, "m": 0.5 }, { "p": 0.07128456234931946, "m": 0.5900121331214905 }, { "p": 0.0714510828256607, "m": 0.8655766844749451 }, { "p": 0.0714045986533165, "m": 0.26217710971832275 }, { "p": 0.07137682288885117, "m": 0.9997134804725647 }, { "p": 0.07157046347856522, "m": 0.6051537394523621 }, { "p": 0.0712805911898613, "m": 0.93227219581604 }, { "p": 0.0713450089097023, "m": 1.0 }, { "p": 0.0715596005320549, "m": 0.931492805480957 }, { "p": 0.07159680128097534, "m": 1.0 }, { "p": 0.07119937986135483, "m": 0.5 }, { "p": 0.07126405835151672, "m": 0.5 } ] }, { "epoch": 133, "train_loss": 1.4715423583984375, "val_loss": 0.910466730594635, "acc": 71.76, "time": 264.28789998590946, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07136665284633636, "m": 0.5 }, { "p": 0.0711110308766365, "m": 0.5 }, { "p": 0.07151353359222412, "m": 0.5 }, { "p": 0.07139530777931213, "m": 0.7131681442260742 }, { "p": 0.07137802243232727, "m": 0.845543622970581 }, { "p": 0.07154008001089096, "m": 0.40630170702934265 }, { "p": 0.071623794734478, "m": 0.984408438205719 }, { "p": 0.07159380614757538, "m": 0.5815043449401855 }, { "p": 0.0713939294219017, "m": 0.9232102632522583 }, { "p": 0.07153581082820892, "m": 0.9626513719558716 }, { "p": 0.07163718342781067, "m": 0.9253488779067993 }, { "p": 0.07139076292514801, "m": 1.0 }, { "p": 0.07136053591966629, "m": 0.5 }, { "p": 0.07115954905748367, "m": 0.5 } ] }, { "epoch": 134, "train_loss": 1.7487313747406006, "val_loss": 0.6834670305252075, "acc": 71.41, "time": 265.1127804671414, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07169888913631439, "m": 0.5 }, { "p": 0.0711057037115097, "m": 0.5 }, { "p": 0.0715160146355629, "m": 0.5 }, { "p": 0.07147087156772614, "m": 0.6695332527160645 }, { "p": 0.071304090321064, "m": 0.8779560923576355 }, { "p": 0.07144451886415482, "m": 0.49729007482528687 }, { "p": 0.0714888945221901, "m": 1.0 }, { "p": 0.07143055647611618, "m": 0.6516026258468628 }, { "p": 0.07162013649940491, "m": 0.955901026725769 }, { "p": 0.07146419584751129, "m": 0.9579537510871887 }, { "p": 0.07136762887239456, "m": 0.9701066017150879 }, { "p": 0.071428582072258, "m": 1.0 }, { "p": 0.07149430364370346, "m": 0.5 }, { "p": 0.07116561383008957, "m": 0.5 } ] }, { "epoch": 135, "train_loss": 1.448850393295288, "val_loss": 0.9657862782478333, "acc": 71.19, "time": 265.0921060279943, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07126341760158539, "m": 0.5 }, { "p": 0.07141496986150742, "m": 0.5 }, { "p": 0.07155459374189377, "m": 0.5 }, { "p": 0.07141627371311188, "m": 0.7196558713912964 }, { "p": 0.07138406485319138, "m": 0.7916533946990967 }, { "p": 0.07156351953744888, "m": 0.5624991059303284 }, { "p": 0.07154466211795807, "m": 1.0 }, { "p": 0.0712413340806961, "m": 0.7451459169387817 }, { "p": 0.07161151617765427, "m": 0.9390084147453308 }, { "p": 0.07106611877679825, "m": 0.8380165696144104 }, { "p": 0.0715695470571518, "m": 0.9449454545974731 }, { "p": 0.07136479020118713, "m": 1.0 }, { "p": 0.07177010178565979, "m": 0.5 }, { "p": 0.07123512774705887, "m": 0.5 } ] }, { "epoch": 136, "train_loss": 1.5893687009811401, "val_loss": 0.8148559927940369, "acc": 71.56, "time": 264.70043204701506, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07157012820243835, "m": 0.5 }, { "p": 0.07129952311515808, "m": 0.5 }, { "p": 0.0715949758887291, "m": 0.5 }, { "p": 0.07144389301538467, "m": 0.7858170866966248 }, { "p": 0.0712151899933815, "m": 0.7284368872642517 }, { "p": 0.07131920009851456, "m": 0.5725858211517334 }, { "p": 0.07156729698181152, "m": 0.9991471767425537 }, { "p": 0.07155047357082367, "m": 0.7274344563484192 }, { "p": 0.07131839543581009, "m": 0.9412887692451477 }, { "p": 0.07152185589075089, "m": 0.9144162535667419 }, { "p": 0.07136652618646622, "m": 0.9770739674568176 }, { "p": 0.07146675884723663, "m": 0.9997885823249817 }, { "p": 0.07151858508586884, "m": 0.5 }, { "p": 0.0712471604347229, "m": 0.5 } ] }, { "epoch": 137, "train_loss": 1.684401512145996, "val_loss": 0.8455748558044434, "acc": 71.65, "time": 263.70262258290313, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0716804563999176, "m": 0.5 }, { "p": 0.07141583412885666, "m": 0.5 }, { "p": 0.07149767875671387, "m": 0.5 }, { "p": 0.07147376984357834, "m": 0.6587966680526733 }, { "p": 0.0713287964463234, "m": 0.7581462860107422 }, { "p": 0.0714464783668518, "m": 0.6599174737930298 }, { "p": 0.07135225832462311, "m": 0.9207080006599426 }, { "p": 0.07155261933803558, "m": 0.7944124937057495 }, { "p": 0.0713750347495079, "m": 0.9562386870384216 }, { "p": 0.07138702273368835, "m": 0.911142110824585 }, { "p": 0.07145457714796066, "m": 0.9023356437683105 }, { "p": 0.07136909663677216, "m": 1.0 }, { "p": 0.07143360376358032, "m": 0.5 }, { "p": 0.07123284786939621, "m": 0.5 } ] }, { "epoch": 138, "train_loss": 1.7459168434143066, "val_loss": 0.8560748100280762, "acc": 72.04, "time": 264.5619452758692, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07169099152088165, "m": 0.5 }, { "p": 0.07137417048215866, "m": 0.5 }, { "p": 0.0712515115737915, "m": 0.5 }, { "p": 0.0714297890663147, "m": 0.6684085130691528 }, { "p": 0.07171586155891418, "m": 0.7026814222335815 }, { "p": 0.07145132124423981, "m": 0.570297360420227 }, { "p": 0.07158063352108002, "m": 0.8786085247993469 }, { "p": 0.07160372287034988, "m": 0.8270058631896973 }, { "p": 0.07113765925168991, "m": 0.9475206732749939 }, { "p": 0.07146122306585312, "m": 0.8509320020675659 }, { "p": 0.07135909795761108, "m": 0.8471615314483643 }, { "p": 0.0711846798658371, "m": 0.9890819191932678 }, { "p": 0.07156816869974136, "m": 0.5 }, { "p": 0.07119112461805344, "m": 0.5 } ] }, { "epoch": 139, "train_loss": 1.9887471199035645, "val_loss": 0.8309531807899475, "acc": 71.36, "time": 263.71952882315964, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07165925949811935, "m": 0.5 }, { "p": 0.07105877995491028, "m": 0.5 }, { "p": 0.07130913436412811, "m": 0.5 }, { "p": 0.07131091505289078, "m": 0.6227584481239319 }, { "p": 0.07160770893096924, "m": 0.6923374533653259 }, { "p": 0.07133592665195465, "m": 0.6501073837280273 }, { "p": 0.07152257114648819, "m": 0.9118534922599792 }, { "p": 0.07160569727420807, "m": 0.8622080683708191 }, { "p": 0.07149719446897507, "m": 0.8794602155685425 }, { "p": 0.0714244693517685, "m": 0.9743602871894836 }, { "p": 0.0716191753745079, "m": 0.9216665029525757 }, { "p": 0.07134617865085602, "m": 1.0 }, { "p": 0.07156741619110107, "m": 0.5 }, { "p": 0.07113558053970337, "m": 0.5 } ] }, { "epoch": 140, "train_loss": 1.9382473230361938, "val_loss": 0.7031019926071167, "acc": 72.05, "time": 264.5522911089938, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07144385576248169, "m": 0.5 }, { "p": 0.0712856724858284, "m": 0.5 }, { "p": 0.07148595154285431, "m": 0.5 }, { "p": 0.07151015102863312, "m": 0.6334633231163025 }, { "p": 0.07139454782009125, "m": 0.717462420463562 }, { "p": 0.07130277156829834, "m": 0.8308139443397522 }, { "p": 0.0714588388800621, "m": 0.9047749042510986 }, { "p": 0.07146532833576202, "m": 0.8677911758422852 }, { "p": 0.07133079320192337, "m": 0.9044501185417175 }, { "p": 0.07139861583709717, "m": 0.8146116137504578 }, { "p": 0.07155349850654602, "m": 0.9327090382575989 }, { "p": 0.07157616317272186, "m": 1.0 }, { "p": 0.07148760557174683, "m": 0.5 }, { "p": 0.07130618393421173, "m": 0.5 } ] }, { "epoch": 141, "train_loss": 1.730448842048645, "val_loss": 0.8753935694694519, "acc": 71.57, "time": 263.93215094693005, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07144125550985336, "m": 0.5 }, { "p": 0.07116610556840897, "m": 0.5 }, { "p": 0.07130222767591476, "m": 0.5 }, { "p": 0.07101446390151978, "m": 0.6658521890640259 }, { "p": 0.07132267951965332, "m": 0.5978936553001404 }, { "p": 0.07155609130859375, "m": 0.910224437713623 }, { "p": 0.07160481810569763, "m": 0.9553074836730957 }, { "p": 0.07169699668884277, "m": 0.8914523124694824 }, { "p": 0.07177583128213882, "m": 1.0 }, { "p": 0.07164064794778824, "m": 1.0 }, { "p": 0.07129334658384323, "m": 0.9549270868301392 }, { "p": 0.07143793255090714, "m": 1.0 }, { "p": 0.07162928581237793, "m": 0.5 }, { "p": 0.0711183175444603, "m": 0.5 } ] }, { "epoch": 142, "train_loss": 1.6810932159423828, "val_loss": 0.7507681846618652, "acc": 71.58, "time": 263.322746014921, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07165273278951645, "m": 0.5 }, { "p": 0.07159323245286942, "m": 0.5 }, { "p": 0.0712324008345604, "m": 0.5 }, { "p": 0.07138087600469589, "m": 0.6882500648498535 }, { "p": 0.07136508077383041, "m": 0.7635883688926697 }, { "p": 0.07141399383544922, "m": 0.9151761531829834 }, { "p": 0.07152252644300461, "m": 1.0 }, { "p": 0.07125049084424973, "m": 0.851492702960968 }, { "p": 0.07138580083847046, "m": 0.9790582060813904 }, { "p": 0.07131392508745193, "m": 0.9906558990478516 }, { "p": 0.07177481800317764, "m": 0.9162194132804871 }, { "p": 0.07145106792449951, "m": 0.9942307472229004 }, { "p": 0.07141716033220291, "m": 0.5 }, { "p": 0.07124590873718262, "m": 0.5 } ] }, { "epoch": 143, "train_loss": 2.014009952545166, "val_loss": 0.8491010665893555, "acc": 71.86, "time": 263.2200572309084, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07144632190465927, "m": 0.5 }, { "p": 0.07134989649057388, "m": 0.5 }, { "p": 0.07111859321594238, "m": 0.5 }, { "p": 0.07164790481328964, "m": 0.7335118651390076 }, { "p": 0.07139395922422409, "m": 0.7567181587219238 }, { "p": 0.07141141593456268, "m": 0.8881136775016785 }, { "p": 0.07123955339193344, "m": 0.9660083055496216 }, { "p": 0.0712653398513794, "m": 0.9873042106628418 }, { "p": 0.0714460015296936, "m": 0.9949753284454346 }, { "p": 0.07148900628089905, "m": 0.9974376559257507 }, { "p": 0.07145877927541733, "m": 0.9198941588401794 }, { "p": 0.07166334241628647, "m": 1.0 }, { "p": 0.07173944264650345, "m": 0.5 }, { "p": 0.07133045792579651, "m": 0.5 } ] }, { "epoch": 144, "train_loss": 1.717181921005249, "val_loss": 0.762157142162323, "acc": 72.42, "time": 263.3531919969246, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07151588052511215, "m": 0.5 }, { "p": 0.07112552225589752, "m": 0.5 }, { "p": 0.0717092975974083, "m": 0.5 }, { "p": 0.07149257510900497, "m": 0.6533889770507812 }, { "p": 0.07147347927093506, "m": 0.7604252099990845 }, { "p": 0.07134488970041275, "m": 0.8644300699234009 }, { "p": 0.07128920406103134, "m": 0.9992707371711731 }, { "p": 0.07142818719148636, "m": 0.9943217039108276 }, { "p": 0.0713932067155838, "m": 0.9623691439628601 }, { "p": 0.07150411605834961, "m": 0.9965363144874573 }, { "p": 0.07142118364572525, "m": 0.9950225949287415 }, { "p": 0.0714530497789383, "m": 0.998900294303894 }, { "p": 0.07162658870220184, "m": 0.5 }, { "p": 0.07122285664081573, "m": 0.5 } ] }, { "epoch": 145, "train_loss": 1.8290691375732422, "val_loss": 0.9044123291969299, "acc": 72.68, "time": 263.2600593420211, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07153194397687912, "m": 0.5 }, { "p": 0.07132375240325928, "m": 0.5 }, { "p": 0.07154611498117447, "m": 0.5 }, { "p": 0.07106081396341324, "m": 0.7326024174690247 }, { "p": 0.07145314663648605, "m": 0.6401649117469788 }, { "p": 0.07149019092321396, "m": 0.934101939201355 }, { "p": 0.07153933495283127, "m": 0.9571049809455872 }, { "p": 0.07141537964344025, "m": 0.9957913160324097 }, { "p": 0.07141602039337158, "m": 0.9605857729911804 }, { "p": 0.07139865309000015, "m": 0.9686605334281921 }, { "p": 0.07153210043907166, "m": 0.9825080037117004 }, { "p": 0.07169647514820099, "m": 1.0 }, { "p": 0.0713406652212143, "m": 0.5 }, { "p": 0.07125545293092728, "m": 0.5 } ] }, { "epoch": 146, "train_loss": 1.9012677669525146, "val_loss": 0.7382781505584717, "acc": 70.99, "time": 263.0280901179649, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07144509255886078, "m": 0.5 }, { "p": 0.07164455205202103, "m": 0.5 }, { "p": 0.07119535654783249, "m": 0.5 }, { "p": 0.07163603603839874, "m": 0.7035907506942749 }, { "p": 0.07149004936218262, "m": 0.7193703651428223 }, { "p": 0.07118105888366699, "m": 0.9881064295768738 }, { "p": 0.07175711542367935, "m": 1.0 }, { "p": 0.0710849016904831, "m": 0.9310411214828491 }, { "p": 0.07163491100072861, "m": 0.9414365291595459 }, { "p": 0.07132483273744583, "m": 0.7983758449554443 }, { "p": 0.07174833863973618, "m": 1.0 }, { "p": 0.07140983641147614, "m": 0.9680483341217041 }, { "p": 0.07138435542583466, "m": 0.5 }, { "p": 0.07106359302997589, "m": 0.5 } ] }, { "epoch": 147, "train_loss": 1.717581868171692, "val_loss": 0.8608994483947754, "acc": 72.88, "time": 263.8200288901571, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07139413803815842, "m": 0.5 }, { "p": 0.0715133473277092, "m": 0.5 }, { "p": 0.07141180336475372, "m": 0.5 }, { "p": 0.07158265262842178, "m": 0.7248095273971558 }, { "p": 0.0713086947798729, "m": 0.6852091550827026 }, { "p": 0.07143332809209824, "m": 0.9171645641326904 }, { "p": 0.07148990035057068, "m": 0.9644032120704651 }, { "p": 0.07143648713827133, "m": 0.9605855941772461 }, { "p": 0.07151045650243759, "m": 0.8763384222984314 }, { "p": 0.07148384302854538, "m": 0.822205126285553 }, { "p": 0.07137362658977509, "m": 0.9900399446487427 }, { "p": 0.07144222408533096, "m": 1.0 }, { "p": 0.07126197218894958, "m": 0.5 }, { "p": 0.07135756313800812, "m": 0.5 } ] }, { "epoch": 148, "train_loss": 1.6479339599609375, "val_loss": 0.8367277979850769, "acc": 71.85, "time": 264.15816896990873, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07144516706466675, "m": 0.5 }, { "p": 0.07123184204101562, "m": 0.5 }, { "p": 0.0709853321313858, "m": 0.5 }, { "p": 0.071596659719944, "m": 0.8416719436645508 }, { "p": 0.07144343852996826, "m": 0.5612753033638 }, { "p": 0.07147825509309769, "m": 0.9532548189163208 }, { "p": 0.07155925035476685, "m": 0.959290623664856 }, { "p": 0.07151667773723602, "m": 1.0 }, { "p": 0.07149254530668259, "m": 0.8444325923919678 }, { "p": 0.07143529504537582, "m": 0.827069103717804 }, { "p": 0.07147638499736786, "m": 0.9455824494361877 }, { "p": 0.07174710929393768, "m": 0.9842180609703064 }, { "p": 0.07137863337993622, "m": 0.5 }, { "p": 0.07121341675519943, "m": 0.5 } ] }, { "epoch": 149, "train_loss": 1.906226634979248, "val_loss": 0.6954197883605957, "acc": 72.48, "time": 263.2955660179723, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07172273099422455, "m": 0.5 }, { "p": 0.07145486772060394, "m": 0.5 }, { "p": 0.07144291698932648, "m": 0.5 }, { "p": 0.07133457064628601, "m": 0.8141120672225952 }, { "p": 0.0711536779999733, "m": 0.569828987121582 }, { "p": 0.07141252607107162, "m": 0.9597077965736389 }, { "p": 0.07117408514022827, "m": 0.9736130833625793 }, { "p": 0.07139158993959427, "m": 0.900632381439209 }, { "p": 0.0715152844786644, "m": 0.9651159644126892 }, { "p": 0.07139486074447632, "m": 0.9087432026863098 }, { "p": 0.07139681279659271, "m": 0.9123815894126892 }, { "p": 0.07135266810655594, "m": 1.0 }, { "p": 0.07163070887327194, "m": 0.5 }, { "p": 0.07162275910377502, "m": 0.5 } ] }, { "epoch": 150, "train_loss": 1.5894328355789185, "val_loss": 0.8512149453163147, "acc": 72.56, "time": 263.6773387491703, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142992317676544, "m": 0.5 }, { "p": 0.07149451971054077, "m": 0.5 }, { "p": 0.07148070633411407, "m": 0.5 }, { "p": 0.0715593472123146, "m": 0.8474802374839783 }, { "p": 0.07158832997083664, "m": 0.5906258821487427 }, { "p": 0.0712905079126358, "m": 0.9344553351402283 }, { "p": 0.07140003889799118, "m": 0.9064925312995911 }, { "p": 0.07165192067623138, "m": 0.9516286849975586 }, { "p": 0.07135636359453201, "m": 1.0 }, { "p": 0.07143216580152512, "m": 1.0 }, { "p": 0.07138492166996002, "m": 0.9996470808982849 }, { "p": 0.07141253352165222, "m": 1.0 }, { "p": 0.07130515575408936, "m": 0.5 }, { "p": 0.07121354341506958, "m": 0.5 } ] } ] }