{ "Accuracy": 69.1, "Time": [ 252.4221049206347, 2.858114939444472, 37969.37587947189 ], "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": 4.591790199279785, "val_loss": 2.265993118286133, "acc": 15.84, "time": 218.3897260450758, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07141948491334915, "m": 1.0 }, { "p": 0.07141490280628204, "m": 1.0 }, { "p": 0.07139766216278076, "m": 1.0 }, { "p": 0.07148250937461853, "m": 1.0 }, { "p": 0.07139790803194046, "m": 1.0 }, { "p": 0.0714973732829094, "m": 1.0 }, { "p": 0.07146386057138443, "m": 1.0 }, { "p": 0.07145993411540985, "m": 1.0 }, { "p": 0.07141105830669403, "m": 1.0 }, { "p": 0.07145696133375168, "m": 1.0 }, { "p": 0.07148919999599457, "m": 1.0 }, { "p": 0.07137642055749893, "m": 1.0 }, { "p": 0.07124835252761841, "m": 1.0 }, { "p": 0.07148438692092896, "m": 1.0 } ] }, { "epoch": 2, "train_loss": 4.608604431152344, "val_loss": 2.3017046451568604, "acc": 10.0, "time": 252.65351502387784, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0714283436536789, "m": 1.0 }, { "p": 0.07142877578735352, "m": 1.0 }, { "p": 0.07142860442399979, "m": 1.0 }, { "p": 0.07142876833677292, "m": 1.0 }, { "p": 0.07142854481935501, "m": 1.0 }, { "p": 0.07142875343561172, "m": 1.0 }, { "p": 0.07142866402864456, "m": 1.0 }, { "p": 0.0714285597205162, "m": 1.0 }, { "p": 0.07142852246761322, "m": 1.0 }, { "p": 0.07142846286296844, "m": 1.0 }, { "p": 0.07142854481935501, "m": 1.0 }, { "p": 0.07142845541238785, "m": 1.0 }, { "p": 0.07142846286296844, "m": 1.0 }, { "p": 0.07142854481935501, "m": 1.0 } ] }, { "epoch": 3, "train_loss": 4.608696460723877, "val_loss": 2.303089141845703, "acc": 10.0, "time": 252.43591334111989, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142852991819382, "m": 1.0 }, { "p": 0.07142849266529083, "m": 1.0 }, { "p": 0.07142851501703262, "m": 1.0 }, { "p": 0.07142877578735352, "m": 1.0 }, { "p": 0.0714288279414177, "m": 1.0 }, { "p": 0.07142835110425949, "m": 1.0 }, { "p": 0.07142860442399979, "m": 1.0 }, { "p": 0.07142853736877441, "m": 1.0 }, { "p": 0.07142862677574158, "m": 1.0 }, { "p": 0.07142846286296844, "m": 1.0 }, { "p": 0.0714285597205162, "m": 1.0 }, { "p": 0.07142850011587143, "m": 1.0 }, { "p": 0.07142867892980576, "m": 1.0 }, { "p": 0.07142854481935501, "m": 1.0 } ] }, { "epoch": 4, "train_loss": 4.582744598388672, "val_loss": 2.3022637367248535, "acc": 10.0, "time": 251.3603903169278, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0714285671710968, "m": 1.0 }, { "p": 0.07142859697341919, "m": 1.0 }, { "p": 0.07142861932516098, "m": 1.0 }, { "p": 0.0714285671710968, "m": 1.0 }, { "p": 0.07142852246761322, "m": 1.0 }, { "p": 0.07142849266529083, "m": 1.0 }, { "p": 0.071428582072258, "m": 1.0 }, { "p": 0.07142852246761322, "m": 1.0 }, { "p": 0.07142855226993561, "m": 1.0 }, { "p": 0.07142863422632217, "m": 1.0 }, { "p": 0.07142862677574158, "m": 1.0 }, { "p": 0.0714285671710968, "m": 1.0 }, { "p": 0.07142858952283859, "m": 1.0 }, { "p": 0.07142858952283859, "m": 1.0 } ] }, { "epoch": 5, "train_loss": 4.614409923553467, "val_loss": 2.3085579872131348, "acc": 10.0, "time": 252.10450143599883, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142864167690277, "m": 1.0 }, { "p": 0.0714285597205162, "m": 1.0 }, { "p": 0.0714285746216774, "m": 1.0 }, { "p": 0.07142847031354904, "m": 1.0 }, { "p": 0.07142867147922516, "m": 1.0 }, { "p": 0.07142852991819382, "m": 1.0 }, { "p": 0.07142849266529083, "m": 1.0 }, { "p": 0.07142850011587143, "m": 1.0 }, { "p": 0.07142863422632217, "m": 1.0 }, { "p": 0.07142873853445053, "m": 1.0 }, { "p": 0.07142846286296844, "m": 1.0 }, { "p": 0.071428582072258, "m": 1.0 }, { "p": 0.0714285597205162, "m": 1.0 }, { "p": 0.0714285597205162, "m": 1.0 } ] }, { "epoch": 6, "train_loss": 4.587553977966309, "val_loss": 2.3057901859283447, "acc": 10.0, "time": 251.71330264001153, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0714285671710968, "m": 1.0 }, { "p": 0.07142853736877441, "m": 1.0 }, { "p": 0.07142867147922516, "m": 1.0 }, { "p": 0.07142838835716248, "m": 1.0 }, { "p": 0.07142864912748337, "m": 1.0 }, { "p": 0.07142851501703262, "m": 1.0 }, { "p": 0.07142868638038635, "m": 1.0 }, { "p": 0.07142858952283859, "m": 1.0 }, { "p": 0.07142850011587143, "m": 1.0 }, { "p": 0.07142887264490128, "m": 1.0 }, { "p": 0.07142854481935501, "m": 1.0 }, { "p": 0.07142849266529083, "m": 1.0 }, { "p": 0.0714285597205162, "m": 1.0 }, { "p": 0.07142841815948486, "m": 1.0 } ] }, { "epoch": 7, "train_loss": 4.608373641967773, "val_loss": 2.303257942199707, "acc": 10.0, "time": 252.273832492996, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142803817987442, "m": 1.0 }, { "p": 0.07142802327871323, "m": 1.0 }, { "p": 0.07142763584852219, "m": 1.0 }, { "p": 0.07142991572618484, "m": 1.0 }, { "p": 0.07143034040927887, "m": 1.0 }, { "p": 0.07142902165651321, "m": 1.0 }, { "p": 0.07142685353755951, "m": 1.0 }, { "p": 0.07143000513315201, "m": 1.0 }, { "p": 0.07142937928438187, "m": 1.0 }, { "p": 0.07142792642116547, "m": 1.0 }, { "p": 0.07142795622348785, "m": 1.0 }, { "p": 0.07142804563045502, "m": 1.0 }, { "p": 0.07142900675535202, "m": 1.0 }, { "p": 0.07142786681652069, "m": 1.0 } ] }, { "epoch": 8, "train_loss": 4.603365898132324, "val_loss": 2.3034720420837402, "acc": 10.0, "time": 252.0159672058653, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142861187458038, "m": 1.0 }, { "p": 0.07142850756645203, "m": 1.0 }, { "p": 0.071428582072258, "m": 1.0 }, { "p": 0.07142862677574158, "m": 1.0 }, { "p": 0.07142861187458038, "m": 1.0 }, { "p": 0.0714285597205162, "m": 1.0 }, { "p": 0.0714285597205162, "m": 1.0 }, { "p": 0.071428582072258, "m": 1.0 }, { "p": 0.0714285597205162, "m": 1.0 }, { "p": 0.07142850011587143, "m": 1.0 }, { "p": 0.071428582072258, "m": 1.0 }, { "p": 0.071428582072258, "m": 1.0 }, { "p": 0.071428582072258, "m": 1.0 }, { "p": 0.07142855226993561, "m": 1.0 } ] }, { "epoch": 9, "train_loss": 4.559452533721924, "val_loss": 2.304314613342285, "acc": 10.0, "time": 253.1551864091307, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142853736877441, "m": 1.0 }, { "p": 0.07142861932516098, "m": 1.0 }, { "p": 0.07142852246761322, "m": 1.0 }, { "p": 0.071428582072258, "m": 1.0 }, { "p": 0.07142850756645203, "m": 1.0 }, { "p": 0.07142854481935501, "m": 1.0 }, { "p": 0.07142867147922516, "m": 1.0 }, { "p": 0.0714285671710968, "m": 1.0 }, { "p": 0.07142855226993561, "m": 1.0 }, { "p": 0.07142861187458038, "m": 1.0 }, { "p": 0.07142852991819382, "m": 1.0 }, { "p": 0.0714285671710968, "m": 1.0 }, { "p": 0.0714285671710968, "m": 1.0 }, { "p": 0.07142861187458038, "m": 1.0 } ] }, { "epoch": 10, "train_loss": 4.609619140625, "val_loss": 2.301701545715332, "acc": 10.0, "time": 252.26194733195007, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0714285746216774, "m": 1.0 }, { "p": 0.07142864167690277, "m": 1.0 }, { "p": 0.0714285746216774, "m": 1.0 }, { "p": 0.07142850756645203, "m": 1.0 }, { "p": 0.07142862677574158, "m": 1.0 }, { "p": 0.07142861932516098, "m": 1.0 }, { "p": 0.07142852991819382, "m": 1.0 }, { "p": 0.07142852246761322, "m": 1.0 }, { "p": 0.0714285597205162, "m": 1.0 }, { "p": 0.07142854481935501, "m": 1.0 }, { "p": 0.07142859697341919, "m": 1.0 }, { "p": 0.0714285597205162, "m": 1.0 }, { "p": 0.0714285671710968, "m": 1.0 }, { "p": 0.0714285746216774, "m": 1.0 } ] }, { "epoch": 11, "train_loss": 4.5876898765563965, "val_loss": 2.252253770828247, "acc": 14.71, "time": 253.06913488614373, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142949849367142, "m": 1.0 }, { "p": 0.07142749428749084, "m": 1.0 }, { "p": 0.07142966985702515, "m": 1.0 }, { "p": 0.07142918556928635, "m": 1.0 }, { "p": 0.0714285597205162, "m": 1.0 }, { "p": 0.07142763584852219, "m": 1.0 }, { "p": 0.07142958790063858, "m": 1.0 }, { "p": 0.07142750173807144, "m": 1.0 }, { "p": 0.07142577320337296, "m": 1.0 }, { "p": 0.07142983376979828, "m": 1.0 }, { "p": 0.07142814993858337, "m": 1.0 }, { "p": 0.07142926752567291, "m": 1.0 }, { "p": 0.07143071293830872, "m": 1.0 }, { "p": 0.0714271292090416, "m": 1.0 } ] }, { "epoch": 12, "train_loss": 4.294502258300781, "val_loss": 2.182805061340332, "acc": 16.97, "time": 254.31357925012708, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142912596464157, "m": 1.0 }, { "p": 0.07142949849367142, "m": 1.0 }, { "p": 0.07142671942710876, "m": 1.0 }, { "p": 0.07143125683069229, "m": 1.0 }, { "p": 0.0714280754327774, "m": 1.0 }, { "p": 0.07142738252878189, "m": 1.0 }, { "p": 0.0714285746216774, "m": 1.0 }, { "p": 0.07142733782529831, "m": 1.0 }, { "p": 0.0714290589094162, "m": 1.0 }, { "p": 0.07142778486013412, "m": 1.0 }, { "p": 0.071430504322052, "m": 1.0 }, { "p": 0.07142946124076843, "m": 1.0 }, { "p": 0.07143069803714752, "m": 1.0 }, { "p": 0.07142452895641327, "m": 1.0 } ] }, { "epoch": 13, "train_loss": 4.119194984436035, "val_loss": 2.0731234550476074, "acc": 21.96, "time": 252.25901919114403, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07143095880746841, "m": 1.0 }, { "p": 0.07142873853445053, "m": 1.0 }, { "p": 0.07143393903970718, "m": 1.0 }, { "p": 0.07142676413059235, "m": 1.0 }, { "p": 0.07142671942710876, "m": 1.0 }, { "p": 0.07143028825521469, "m": 1.0 }, { "p": 0.071431465446949, "m": 1.0 }, { "p": 0.07143086940050125, "m": 1.0 }, { "p": 0.07142367959022522, "m": 1.0 }, { "p": 0.07142583280801773, "m": 1.0 }, { "p": 0.07142546027898788, "m": 1.0 }, { "p": 0.07142923772335052, "m": 1.0 }, { "p": 0.07143183797597885, "m": 1.0 }, { "p": 0.07142419368028641, "m": 1.0 } ] }, { "epoch": 14, "train_loss": 4.339260101318359, "val_loss": 1.995065689086914, "acc": 27.53, "time": 252.62340065301396, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142826914787292, "m": 1.0 }, { "p": 0.07143328338861465, "m": 1.0 }, { "p": 0.07142521440982819, "m": 1.0 }, { "p": 0.07143297046422958, "m": 1.0 }, { "p": 0.07142853736877441, "m": 1.0 }, { "p": 0.07142742723226547, "m": 1.0 }, { "p": 0.07143151760101318, "m": 1.0 }, { "p": 0.07143581658601761, "m": 1.0 }, { "p": 0.07142296433448792, "m": 1.0 }, { "p": 0.07142683118581772, "m": 1.0 }, { "p": 0.07142513245344162, "m": 1.0 }, { "p": 0.07143747806549072, "m": 1.0 }, { "p": 0.0714297667145729, "m": 1.0 }, { "p": 0.0714147612452507, "m": 1.0 } ] }, { "epoch": 15, "train_loss": 4.057929992675781, "val_loss": 1.9442634582519531, "acc": 28.57, "time": 251.81581040588208, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0714276134967804, "m": 1.0 }, { "p": 0.07141463458538055, "m": 1.0 }, { "p": 0.07142534106969833, "m": 1.0 }, { "p": 0.07143091410398483, "m": 1.0 }, { "p": 0.07142610847949982, "m": 1.0 }, { "p": 0.0714263767004013, "m": 1.0 }, { "p": 0.07143274694681168, "m": 1.0 }, { "p": 0.07142887264490128, "m": 1.0 }, { "p": 0.07143612205982208, "m": 1.0 }, { "p": 0.07142812758684158, "m": 1.0 }, { "p": 0.07143291085958481, "m": 1.0 }, { "p": 0.07143375277519226, "m": 1.0 }, { "p": 0.07143843173980713, "m": 1.0 }, { "p": 0.07141799479722977, "m": 1.0 } ] }, { "epoch": 16, "train_loss": 3.939432382583618, "val_loss": 1.825995683670044, "acc": 31.38, "time": 252.46136523596942, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07143499702215195, "m": 1.0 }, { "p": 0.0714309960603714, "m": 1.0 }, { "p": 0.07143902778625488, "m": 1.0 }, { "p": 0.0714271292090416, "m": 1.0 }, { "p": 0.07142624258995056, "m": 1.0 }, { "p": 0.07142335176467896, "m": 1.0 }, { "p": 0.07143019884824753, "m": 1.0 }, { "p": 0.07142850756645203, "m": 1.0 }, { "p": 0.07143168151378632, "m": 1.0 }, { "p": 0.0714249387383461, "m": 1.0 }, { "p": 0.07143137603998184, "m": 1.0 }, { "p": 0.07142415642738342, "m": 1.0 }, { "p": 0.0714283362030983, "m": 1.0 }, { "p": 0.07141899317502975, "m": 1.0 } ] }, { "epoch": 17, "train_loss": 3.7434005737304688, "val_loss": 1.794019341468811, "acc": 30.7, "time": 252.9518723350484, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0714382603764534, "m": 1.0 }, { "p": 0.07142817229032516, "m": 1.0 }, { "p": 0.07142244279384613, "m": 1.0 }, { "p": 0.07144568860530853, "m": 1.0 }, { "p": 0.07142841070890427, "m": 1.0 }, { "p": 0.07140875607728958, "m": 1.0 }, { "p": 0.0714244693517685, "m": 1.0 }, { "p": 0.07143310457468033, "m": 1.0 }, { "p": 0.07143200188875198, "m": 1.0 }, { "p": 0.0714145079255104, "m": 1.0 }, { "p": 0.07145225256681442, "m": 1.0 }, { "p": 0.07143452763557434, "m": 1.0 }, { "p": 0.07141706347465515, "m": 1.0 }, { "p": 0.07142039388418198, "m": 1.0 } ] }, { "epoch": 18, "train_loss": 4.074326515197754, "val_loss": 1.8306493759155273, "acc": 32.87, "time": 251.80010089813732, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07144428789615631, "m": 1.0 }, { "p": 0.07142777740955353, "m": 1.0 }, { "p": 0.07143782079219818, "m": 1.0 }, { "p": 0.07140764594078064, "m": 1.0 }, { "p": 0.07141902297735214, "m": 1.0 }, { "p": 0.07141408324241638, "m": 1.0 }, { "p": 0.07143491506576538, "m": 1.0 }, { "p": 0.07142705470323563, "m": 1.0 }, { "p": 0.07143871486186981, "m": 1.0 }, { "p": 0.0714297667145729, "m": 1.0 }, { "p": 0.07143430411815643, "m": 1.0 }, { "p": 0.07143347710371017, "m": 1.0 }, { "p": 0.07143037766218185, "m": 1.0 }, { "p": 0.07142078131437302, "m": 1.0 } ] }, { "epoch": 19, "train_loss": 4.045243263244629, "val_loss": 1.8773682117462158, "acc": 28.45, "time": 252.8341318538878, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07143229991197586, "m": 1.0 }, { "p": 0.07143190503120422, "m": 1.0 }, { "p": 0.07144184410572052, "m": 1.0 }, { "p": 0.07142459601163864, "m": 1.0 }, { "p": 0.07142749428749084, "m": 1.0 }, { "p": 0.07142993062734604, "m": 1.0 }, { "p": 0.07142980396747589, "m": 1.0 }, { "p": 0.07142088562250137, "m": 1.0 }, { "p": 0.07144374400377274, "m": 1.0 }, { "p": 0.07142286002635956, "m": 1.0 }, { "p": 0.07142820954322815, "m": 1.0 }, { "p": 0.07143720984458923, "m": 1.0 }, { "p": 0.07142810523509979, "m": 1.0 }, { "p": 0.07140108942985535, "m": 1.0 } ] }, { "epoch": 20, "train_loss": 3.6741747856140137, "val_loss": 1.7373942136764526, "acc": 37.56, "time": 253.41723810508847, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07144501060247421, "m": 1.0 }, { "p": 0.07140927016735077, "m": 1.0 }, { "p": 0.07141826301813126, "m": 1.0 }, { "p": 0.0714026689529419, "m": 1.0 }, { "p": 0.07146242260932922, "m": 1.0 }, { "p": 0.07142085582017899, "m": 1.0 }, { "p": 0.0714406818151474, "m": 1.0 }, { "p": 0.07145422697067261, "m": 1.0 }, { "p": 0.0714428648352623, "m": 1.0 }, { "p": 0.071445532143116, "m": 1.0 }, { "p": 0.07141068577766418, "m": 1.0 }, { "p": 0.07142902165651321, "m": 1.0 }, { "p": 0.07141577452421188, "m": 1.0 }, { "p": 0.0714026615023613, "m": 1.0 } ] }, { "epoch": 21, "train_loss": 3.7557153701782227, "val_loss": 1.6303282976150513, "acc": 38.22, "time": 252.37717438302934, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07143662124872208, "m": 1.0 }, { "p": 0.07142052054405212, "m": 1.0 }, { "p": 0.07142768800258636, "m": 1.0 }, { "p": 0.07143508642911911, "m": 1.0 }, { "p": 0.0714171901345253, "m": 1.0 }, { "p": 0.07142335176467896, "m": 1.0 }, { "p": 0.07142733782529831, "m": 1.0 }, { "p": 0.07143884152173996, "m": 1.0 }, { "p": 0.07143373042345047, "m": 1.0 }, { "p": 0.07143361121416092, "m": 1.0 }, { "p": 0.07141958922147751, "m": 1.0 }, { "p": 0.07143308967351913, "m": 1.0 }, { "p": 0.07143380492925644, "m": 1.0 }, { "p": 0.07141950726509094, "m": 1.0 } ] }, { "epoch": 22, "train_loss": 3.650881290435791, "val_loss": 1.6530572175979614, "acc": 38.77, "time": 252.05522483494133, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07146057486534119, "m": 1.0 }, { "p": 0.07143113017082214, "m": 1.0 }, { "p": 0.07141830027103424, "m": 1.0 }, { "p": 0.07141317427158356, "m": 1.0 }, { "p": 0.0714515671133995, "m": 1.0 }, { "p": 0.07144481688737869, "m": 1.0 }, { "p": 0.07143165171146393, "m": 1.0 }, { "p": 0.07143206894397736, "m": 1.0 }, { "p": 0.07144943624734879, "m": 1.0 }, { "p": 0.07142003625631332, "m": 1.0 }, { "p": 0.07143136858940125, "m": 1.0 }, { "p": 0.07142964750528336, "m": 1.0 }, { "p": 0.07141067832708359, "m": 1.0 }, { "p": 0.0713755413889885, "m": 1.0 } ] }, { "epoch": 23, "train_loss": 3.4698026180267334, "val_loss": 1.5652165412902832, "acc": 42.39, "time": 252.1370422069449, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07143612205982208, "m": 1.0 }, { "p": 0.07141351699829102, "m": 1.0 }, { "p": 0.0714302659034729, "m": 1.0 }, { "p": 0.07143097370862961, "m": 1.0 }, { "p": 0.071413554251194, "m": 1.0 }, { "p": 0.07142139971256256, "m": 1.0 }, { "p": 0.07143187522888184, "m": 1.0 }, { "p": 0.07144339382648468, "m": 1.0 }, { "p": 0.07143893837928772, "m": 1.0 }, { "p": 0.07142167538404465, "m": 1.0 }, { "p": 0.071427121758461, "m": 1.0 }, { "p": 0.07142984122037888, "m": 1.0 }, { "p": 0.07144041359424591, "m": 1.0 }, { "p": 0.07142087817192078, "m": 1.0 } ] }, { "epoch": 24, "train_loss": 3.6489436626434326, "val_loss": 1.5618332624435425, "acc": 42.74, "time": 252.9756228059996, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142885774374008, "m": 1.0 }, { "p": 0.07141540199518204, "m": 1.0 }, { "p": 0.07143054902553558, "m": 1.0 }, { "p": 0.07142938673496246, "m": 1.0 }, { "p": 0.0714353621006012, "m": 1.0 }, { "p": 0.07143037766218185, "m": 1.0 }, { "p": 0.07142385840415955, "m": 1.0 }, { "p": 0.07142315059900284, "m": 1.0 }, { "p": 0.07145588845014572, "m": 1.0 }, { "p": 0.07142996042966843, "m": 1.0 }, { "p": 0.07143817096948624, "m": 1.0 }, { "p": 0.07143819332122803, "m": 1.0 }, { "p": 0.07142551243305206, "m": 1.0 }, { "p": 0.07139527052640915, "m": 1.0 } ] }, { "epoch": 25, "train_loss": 3.5594730377197266, "val_loss": 1.5483094453811646, "acc": 38.49, "time": 253.31044512591325, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07143448293209076, "m": 1.0 }, { "p": 0.0714157447218895, "m": 1.0 }, { "p": 0.07145374268293381, "m": 1.0 }, { "p": 0.07143574208021164, "m": 1.0 }, { "p": 0.07141736894845963, "m": 1.0 }, { "p": 0.07143042981624603, "m": 1.0 }, { "p": 0.07141836732625961, "m": 1.0 }, { "p": 0.07143249362707138, "m": 1.0 }, { "p": 0.07141976803541183, "m": 1.0 }, { "p": 0.071439228951931, "m": 1.0 }, { "p": 0.0714399516582489, "m": 1.0 }, { "p": 0.07143070548772812, "m": 1.0 }, { "p": 0.07141736149787903, "m": 1.0 }, { "p": 0.07141461223363876, "m": 1.0 } ] }, { "epoch": 26, "train_loss": 3.3279762268066406, "val_loss": 1.4992433786392212, "acc": 44.87, "time": 252.11130243097432, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0714288279414177, "m": 1.0 }, { "p": 0.07142212986946106, "m": 1.0 }, { "p": 0.07142912596464157, "m": 1.0 }, { "p": 0.07142486423254013, "m": 1.0 }, { "p": 0.07143618911504745, "m": 1.0 }, { "p": 0.07142174243927002, "m": 1.0 }, { "p": 0.07144143432378769, "m": 1.0 }, { "p": 0.07142771035432816, "m": 1.0 }, { "p": 0.07142344117164612, "m": 1.0 }, { "p": 0.07144180685281754, "m": 1.0 }, { "p": 0.07142887264490128, "m": 1.0 }, { "p": 0.07142014801502228, "m": 1.0 }, { "p": 0.07143787294626236, "m": 1.0 }, { "p": 0.07141581922769547, "m": 1.0 } ] }, { "epoch": 27, "train_loss": 3.481092929840088, "val_loss": 1.5421229600906372, "acc": 45.48, "time": 252.18782464205287, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07140917330980301, "m": 1.0 }, { "p": 0.07139990478754044, "m": 1.0 }, { "p": 0.0714283287525177, "m": 1.0 }, { "p": 0.07145671546459198, "m": 1.0 }, { "p": 0.07141587883234024, "m": 1.0 }, { "p": 0.07140358537435532, "m": 1.0 }, { "p": 0.07143811881542206, "m": 1.0 }, { "p": 0.07140979915857315, "m": 1.0 }, { "p": 0.07142769545316696, "m": 1.0 }, { "p": 0.07143830507993698, "m": 1.0 }, { "p": 0.07144277542829514, "m": 1.0 }, { "p": 0.07143830507993698, "m": 1.0 }, { "p": 0.07146279513835907, "m": 1.0 }, { "p": 0.07142861932516098, "m": 1.0 } ] }, { "epoch": 28, "train_loss": 2.9805679321289062, "val_loss": 1.3607962131500244, "acc": 47.44, "time": 252.71524280915037, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07143910229206085, "m": 1.0 }, { "p": 0.07142609357833862, "m": 1.0 }, { "p": 0.07144025713205338, "m": 1.0 }, { "p": 0.07140764594078064, "m": 1.0 }, { "p": 0.0714196264743805, "m": 1.0 }, { "p": 0.07142810523509979, "m": 1.0 }, { "p": 0.07143458724021912, "m": 1.0 }, { "p": 0.07143082469701767, "m": 1.0 }, { "p": 0.07144345343112946, "m": 1.0 }, { "p": 0.07141994684934616, "m": 1.0 }, { "p": 0.0714239627122879, "m": 1.0 }, { "p": 0.07143454253673553, "m": 1.0 }, { "p": 0.07143872231245041, "m": 1.0 }, { "p": 0.07141314446926117, "m": 1.0 } ] }, { "epoch": 29, "train_loss": 3.5794200897216797, "val_loss": 1.3570137023925781, "acc": 46.76, "time": 253.5217296949122, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07143733650445938, "m": 1.0 }, { "p": 0.07141777127981186, "m": 1.0 }, { "p": 0.07142344862222672, "m": 1.0 }, { "p": 0.07141776382923126, "m": 1.0 }, { "p": 0.07142842561006546, "m": 1.0 }, { "p": 0.07142487913370132, "m": 1.0 }, { "p": 0.07143543660640717, "m": 1.0 }, { "p": 0.07143174856901169, "m": 1.0 }, { "p": 0.07141884416341782, "m": 1.0 }, { "p": 0.07144982367753983, "m": 1.0 }, { "p": 0.0714368224143982, "m": 1.0 }, { "p": 0.07144610583782196, "m": 1.0 }, { "p": 0.07142755389213562, "m": 1.0 }, { "p": 0.07140402495861053, "m": 1.0 } ] }, { "epoch": 30, "train_loss": 3.2837724685668945, "val_loss": 1.4491760730743408, "acc": 48.41, "time": 253.09004489914514, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07143264263868332, "m": 1.0 }, { "p": 0.0714169517159462, "m": 1.0 }, { "p": 0.07144242525100708, "m": 1.0 }, { "p": 0.0714174211025238, "m": 1.0 }, { "p": 0.0714283287525177, "m": 1.0 }, { "p": 0.07141038030385971, "m": 1.0 }, { "p": 0.07142624258995056, "m": 1.0 }, { "p": 0.07143884152173996, "m": 1.0 }, { "p": 0.07142845541238785, "m": 1.0 }, { "p": 0.0714327022433281, "m": 1.0 }, { "p": 0.07142235338687897, "m": 1.0 }, { "p": 0.071424700319767, "m": 1.0 }, { "p": 0.07145106047391891, "m": 1.0 }, { "p": 0.07142745703458786, "m": 1.0 } ] }, { "epoch": 31, "train_loss": 3.5865511894226074, "val_loss": 1.4052563905715942, "acc": 48.74, "time": 253.10025099292397, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07145018875598907, "m": 1.0 }, { "p": 0.0714133083820343, "m": 1.0 }, { "p": 0.07142524421215057, "m": 1.0 }, { "p": 0.07143521308898926, "m": 1.0 }, { "p": 0.07142787426710129, "m": 1.0 }, { "p": 0.07142026722431183, "m": 1.0 }, { "p": 0.07144254446029663, "m": 1.0 }, { "p": 0.07140824943780899, "m": 1.0 }, { "p": 0.07143618166446686, "m": 1.0 }, { "p": 0.07144003361463547, "m": 1.0 }, { "p": 0.07141458243131638, "m": 1.0 }, { "p": 0.07143545895814896, "m": 1.0 }, { "p": 0.07143106311559677, "m": 1.0 }, { "p": 0.07141977548599243, "m": 1.0 } ] }, { "epoch": 32, "train_loss": 3.1991982460021973, "val_loss": 1.603406310081482, "acc": 41.38, "time": 252.85282300319523, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07143329828977585, "m": 1.0 }, { "p": 0.07142024487257004, "m": 1.0 }, { "p": 0.07146988809108734, "m": 1.0 }, { "p": 0.07141005247831345, "m": 1.0 }, { "p": 0.07142052054405212, "m": 1.0 }, { "p": 0.07139982283115387, "m": 1.0 }, { "p": 0.07146566361188889, "m": 1.0 }, { "p": 0.07144910842180252, "m": 1.0 }, { "p": 0.07141973078250885, "m": 1.0 }, { "p": 0.07142417877912521, "m": 1.0 }, { "p": 0.07144328206777573, "m": 1.0 }, { "p": 0.07141146808862686, "m": 1.0 }, { "p": 0.07140866667032242, "m": 1.0 }, { "p": 0.07142403721809387, "m": 1.0 } ] }, { "epoch": 33, "train_loss": 3.1331570148468018, "val_loss": 1.4442787170410156, "acc": 51.21, "time": 252.8888128399849, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142568379640579, "m": 1.0 }, { "p": 0.07141029089689255, "m": 1.0 }, { "p": 0.07144555449485779, "m": 1.0 }, { "p": 0.07142754644155502, "m": 1.0 }, { "p": 0.07141714543104172, "m": 1.0 }, { "p": 0.07140426337718964, "m": 1.0 }, { "p": 0.07143446058034897, "m": 1.0 }, { "p": 0.07144598662853241, "m": 1.0 }, { "p": 0.07145272195339203, "m": 1.0 }, { "p": 0.07141771167516708, "m": 1.0 }, { "p": 0.07142147421836853, "m": 1.0 }, { "p": 0.0714416578412056, "m": 1.0 }, { "p": 0.07144682854413986, "m": 1.0 }, { "p": 0.071408711373806, "m": 1.0 } ] }, { "epoch": 34, "train_loss": 3.0070648193359375, "val_loss": 1.3726422786712646, "acc": 51.84, "time": 253.2510163730476, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07144282013177872, "m": 1.0 }, { "p": 0.07140301167964935, "m": 1.0 }, { "p": 0.07144216448068619, "m": 1.0 }, { "p": 0.07142386585474014, "m": 1.0 }, { "p": 0.07142217457294464, "m": 1.0 }, { "p": 0.07141828536987305, "m": 1.0 }, { "p": 0.07143157720565796, "m": 1.0 }, { "p": 0.07142815738916397, "m": 1.0 }, { "p": 0.07144667953252792, "m": 1.0 }, { "p": 0.07142691314220428, "m": 1.0 }, { "p": 0.0714312195777893, "m": 1.0 }, { "p": 0.07142312079668045, "m": 1.0 }, { "p": 0.07144906371831894, "m": 1.0 }, { "p": 0.07141098380088806, "m": 1.0 } ] }, { "epoch": 35, "train_loss": 3.1492435932159424, "val_loss": 1.3022691011428833, "acc": 52.18, "time": 252.01312305009924, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07143725454807281, "m": 1.0 }, { "p": 0.07141564786434174, "m": 1.0 }, { "p": 0.07144106179475784, "m": 1.0 }, { "p": 0.07143914699554443, "m": 1.0 }, { "p": 0.07141614705324173, "m": 1.0 }, { "p": 0.07140830904245377, "m": 1.0 }, { "p": 0.07143186777830124, "m": 1.0 }, { "p": 0.07144054025411606, "m": 1.0 }, { "p": 0.07141713052988052, "m": 1.0 }, { "p": 0.0714312493801117, "m": 1.0 }, { "p": 0.07144184410572052, "m": 1.0 }, { "p": 0.07142405956983566, "m": 1.0 }, { "p": 0.07144785672426224, "m": 1.0 }, { "p": 0.07140785455703735, "m": 1.0 } ] }, { "epoch": 36, "train_loss": 3.392746925354004, "val_loss": 1.3811509609222412, "acc": 51.77, "time": 252.03594296309166, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07144342362880707, "m": 1.0 }, { "p": 0.07140982896089554, "m": 1.0 }, { "p": 0.07143022865056992, "m": 1.0 }, { "p": 0.07142072170972824, "m": 1.0 }, { "p": 0.07140841335058212, "m": 1.0 }, { "p": 0.07141018658876419, "m": 1.0 }, { "p": 0.07143283635377884, "m": 1.0 }, { "p": 0.0714268609881401, "m": 1.0 }, { "p": 0.0714254379272461, "m": 1.0 }, { "p": 0.07143060117959976, "m": 1.0 }, { "p": 0.07143848389387131, "m": 1.0 }, { "p": 0.07144800573587418, "m": 1.0 }, { "p": 0.07147056609392166, "m": 1.0 }, { "p": 0.07140441238880157, "m": 1.0 } ] }, { "epoch": 37, "train_loss": 3.4150443077087402, "val_loss": 1.3239130973815918, "acc": 52.04, "time": 252.70233634696342, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0714302584528923, "m": 1.0 }, { "p": 0.07139081507921219, "m": 1.0 }, { "p": 0.07143362611532211, "m": 1.0 }, { "p": 0.0714351087808609, "m": 1.0 }, { "p": 0.07143736630678177, "m": 1.0 }, { "p": 0.07141680270433426, "m": 1.0 }, { "p": 0.07140863686800003, "m": 1.0 }, { "p": 0.07147547602653503, "m": 1.0 }, { "p": 0.0714595839381218, "m": 1.0 }, { "p": 0.07141243666410446, "m": 1.0 }, { "p": 0.07141675800085068, "m": 1.0 }, { "p": 0.07142247259616852, "m": 1.0 }, { "p": 0.07145734131336212, "m": 1.0 }, { "p": 0.07140329480171204, "m": 1.0 } ] }, { "epoch": 38, "train_loss": 3.219332456588745, "val_loss": 1.3505007028579712, "acc": 51.88, "time": 252.75242374907248, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07143080234527588, "m": 1.0 }, { "p": 0.07138878107070923, "m": 1.0 }, { "p": 0.07144935429096222, "m": 1.0 }, { "p": 0.07145536690950394, "m": 1.0 }, { "p": 0.07142765074968338, "m": 1.0 }, { "p": 0.07140500098466873, "m": 1.0 }, { "p": 0.0714053064584732, "m": 1.0 }, { "p": 0.07143907994031906, "m": 1.0 }, { "p": 0.07143095135688782, "m": 1.0 }, { "p": 0.07144740968942642, "m": 1.0 }, { "p": 0.07142946869134903, "m": 1.0 }, { "p": 0.07144705951213837, "m": 1.0 }, { "p": 0.07143094390630722, "m": 1.0 }, { "p": 0.07141285389661789, "m": 1.0 } ] }, { "epoch": 39, "train_loss": 3.2077198028564453, "val_loss": 1.3195714950561523, "acc": 53.97, "time": 252.367654196918, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07143305242061615, "m": 1.0 }, { "p": 0.07139213383197784, "m": 1.0 }, { "p": 0.07146422564983368, "m": 1.0 }, { "p": 0.07143601775169373, "m": 1.0 }, { "p": 0.07142464816570282, "m": 1.0 }, { "p": 0.07140973210334778, "m": 1.0 }, { "p": 0.07142713665962219, "m": 1.0 }, { "p": 0.07144497334957123, "m": 1.0 }, { "p": 0.07143320143222809, "m": 1.0 }, { "p": 0.0714307650923729, "m": 1.0 }, { "p": 0.0714423805475235, "m": 1.0 }, { "p": 0.07143442332744598, "m": 1.0 }, { "p": 0.07142333686351776, "m": 1.0 }, { "p": 0.07140401750802994, "m": 1.0 } ] }, { "epoch": 40, "train_loss": 3.0737133026123047, "val_loss": 1.35258948802948, "acc": 53.44, "time": 254.87476982409135, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07143037766218185, "m": 1.0 }, { "p": 0.07137782871723175, "m": 1.0 }, { "p": 0.07142888009548187, "m": 1.0 }, { "p": 0.0714322179555893, "m": 1.0 }, { "p": 0.07141998410224915, "m": 1.0 }, { "p": 0.0713954046368599, "m": 1.0 }, { "p": 0.07145489752292633, "m": 1.0 }, { "p": 0.07141947746276855, "m": 1.0 }, { "p": 0.07146472483873367, "m": 1.0 }, { "p": 0.07144666463136673, "m": 1.0 }, { "p": 0.07144542783498764, "m": 1.0 }, { "p": 0.07145791500806808, "m": 1.0 }, { "p": 0.07142916321754456, "m": 1.0 }, { "p": 0.07139705121517181, "m": 1.0 } ] }, { "epoch": 41, "train_loss": 2.55320143699646, "val_loss": 1.2746061086654663, "acc": 54.5, "time": 252.01448631682433, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142262160778046, "m": 1.0 }, { "p": 0.07143647968769073, "m": 1.0 }, { "p": 0.07142346352338791, "m": 1.0 }, { "p": 0.07140535116195679, "m": 1.0 }, { "p": 0.07141663134098053, "m": 1.0 }, { "p": 0.07143152505159378, "m": 1.0 }, { "p": 0.07142704725265503, "m": 1.0 }, { "p": 0.07140959054231644, "m": 1.0 }, { "p": 0.07145661115646362, "m": 1.0 }, { "p": 0.07147059589624405, "m": 1.0 }, { "p": 0.07142456620931625, "m": 1.0 }, { "p": 0.07144802808761597, "m": 1.0 }, { "p": 0.07143707573413849, "m": 1.0 }, { "p": 0.07139039784669876, "m": 1.0 } ] }, { "epoch": 42, "train_loss": 3.07551908493042, "val_loss": 1.333611249923706, "acc": 55.17, "time": 251.54350868798792, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0714452937245369, "m": 1.0 }, { "p": 0.07139960676431656, "m": 1.0 }, { "p": 0.07143837213516235, "m": 1.0 }, { "p": 0.071424700319767, "m": 1.0 }, { "p": 0.07142608612775803, "m": 1.0 }, { "p": 0.07142551988363266, "m": 1.0 }, { "p": 0.07143361121416092, "m": 1.0 }, { "p": 0.07143910974264145, "m": 1.0 }, { "p": 0.07141459733247757, "m": 1.0 }, { "p": 0.07144665718078613, "m": 1.0 }, { "p": 0.07143740355968475, "m": 1.0 }, { "p": 0.07142673432826996, "m": 1.0 }, { "p": 0.07144942879676819, "m": 1.0 }, { "p": 0.07139287889003754, "m": 1.0 } ] }, { "epoch": 43, "train_loss": 2.9524567127227783, "val_loss": 1.187811017036438, "acc": 54.18, "time": 251.7516094360035, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07145629823207855, "m": 1.0 }, { "p": 0.07141602784395218, "m": 1.0 }, { "p": 0.0714503675699234, "m": 1.0 }, { "p": 0.07143927365541458, "m": 1.0 }, { "p": 0.07143297046422958, "m": 1.0 }, { "p": 0.071397565305233, "m": 1.0 }, { "p": 0.07143769413232803, "m": 1.0 }, { "p": 0.07145518064498901, "m": 1.0 }, { "p": 0.07138040661811829, "m": 1.0 }, { "p": 0.07142261415719986, "m": 1.0 }, { "p": 0.07141277194023132, "m": 1.0 }, { "p": 0.07144084572792053, "m": 1.0 }, { "p": 0.07144273072481155, "m": 1.0 }, { "p": 0.07141531258821487, "m": 1.0 } ] }, { "epoch": 44, "train_loss": 3.090519666671753, "val_loss": 1.24996817111969, "acc": 55.71, "time": 252.56703733513132, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07143480330705643, "m": 1.0 }, { "p": 0.07139445841312408, "m": 1.0 }, { "p": 0.07139641046524048, "m": 1.0 }, { "p": 0.07141538709402084, "m": 1.0 }, { "p": 0.07140637189149857, "m": 1.0 }, { "p": 0.07142941653728485, "m": 1.0 }, { "p": 0.0714455395936966, "m": 1.0 }, { "p": 0.07144604623317719, "m": 1.0 }, { "p": 0.07143843919038773, "m": 1.0 }, { "p": 0.0714341476559639, "m": 1.0 }, { "p": 0.07145906984806061, "m": 1.0 }, { "p": 0.07144378870725632, "m": 1.0 }, { "p": 0.07146673649549484, "m": 1.0 }, { "p": 0.07138940691947937, "m": 1.0 } ] }, { "epoch": 45, "train_loss": 3.112156391143799, "val_loss": 1.2147934436798096, "acc": 55.13, "time": 252.0374636661727, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07144752889871597, "m": 1.0 }, { "p": 0.0713917538523674, "m": 1.0 }, { "p": 0.0714634358882904, "m": 1.0 }, { "p": 0.07141247391700745, "m": 1.0 }, { "p": 0.07143060117959976, "m": 1.0 }, { "p": 0.07138974964618683, "m": 1.0 }, { "p": 0.07142852246761322, "m": 1.0 }, { "p": 0.07140880823135376, "m": 1.0 }, { "p": 0.07142971456050873, "m": 1.0 }, { "p": 0.0714421346783638, "m": 1.0 }, { "p": 0.0714353546500206, "m": 1.0 }, { "p": 0.07146261632442474, "m": 1.0 }, { "p": 0.07147110253572464, "m": 1.0 }, { "p": 0.07138620316982269, "m": 1.0 } ] }, { "epoch": 46, "train_loss": 2.7912485599517822, "val_loss": 1.188775897026062, "acc": 56.85, "time": 252.86292934091762, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07145272940397263, "m": 1.0 }, { "p": 0.07142958790063858, "m": 1.0 }, { "p": 0.0714545026421547, "m": 1.0 }, { "p": 0.07143355160951614, "m": 1.0 }, { "p": 0.07139434665441513, "m": 1.0 }, { "p": 0.07139131426811218, "m": 1.0 }, { "p": 0.07141686230897903, "m": 1.0 }, { "p": 0.07150536775588989, "m": 1.0 }, { "p": 0.07142432779073715, "m": 1.0 }, { "p": 0.07142277806997299, "m": 1.0 }, { "p": 0.07140523940324783, "m": 1.0 }, { "p": 0.07143082469701767, "m": 1.0 }, { "p": 0.07143593579530716, "m": 1.0 }, { "p": 0.07140260934829712, "m": 1.0 } ] }, { "epoch": 47, "train_loss": 2.7074034214019775, "val_loss": 1.2842265367507935, "acc": 53.79, "time": 252.21552181104198, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07147794961929321, "m": 1.0 }, { "p": 0.07140973955392838, "m": 1.0 }, { "p": 0.0714668557047844, "m": 1.0 }, { "p": 0.07142132520675659, "m": 1.0 }, { "p": 0.07141951471567154, "m": 1.0 }, { "p": 0.07137235254049301, "m": 1.0 }, { "p": 0.07144536823034286, "m": 1.0 }, { "p": 0.07138897478580475, "m": 1.0 }, { "p": 0.07142478972673416, "m": 1.0 }, { "p": 0.07144840061664581, "m": 1.0 }, { "p": 0.07143446803092957, "m": 1.0 }, { "p": 0.07144695520401001, "m": 1.0 }, { "p": 0.0714411586523056, "m": 1.0 }, { "p": 0.07140209525823593, "m": 1.0 } ] }, { "epoch": 48, "train_loss": 2.9601516723632812, "val_loss": 1.2827388048171997, "acc": 55.55, "time": 252.78874064981937, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142264395952225, "m": 1.0 }, { "p": 0.07142060995101929, "m": 1.0 }, { "p": 0.0714617371559143, "m": 1.0 }, { "p": 0.07143422216176987, "m": 1.0 }, { "p": 0.07143279165029526, "m": 1.0 }, { "p": 0.07138081640005112, "m": 1.0 }, { "p": 0.07141836732625961, "m": 1.0 }, { "p": 0.071426622569561, "m": 1.0 }, { "p": 0.07145057618618011, "m": 1.0 }, { "p": 0.07142709195613861, "m": 1.0 }, { "p": 0.07142876833677292, "m": 1.0 }, { "p": 0.07142291963100433, "m": 1.0 }, { "p": 0.07146288454532623, "m": 1.0 }, { "p": 0.07140997052192688, "m": 1.0 } ] }, { "epoch": 49, "train_loss": 2.9057440757751465, "val_loss": 1.2094603776931763, "acc": 57.9, "time": 252.2762906809803, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07144197076559067, "m": 1.0 }, { "p": 0.07139035314321518, "m": 1.0 }, { "p": 0.07143968343734741, "m": 1.0 }, { "p": 0.071434885263443, "m": 1.0 }, { "p": 0.07138217985630035, "m": 1.0 }, { "p": 0.07139463722705841, "m": 1.0 }, { "p": 0.07142392545938492, "m": 1.0 }, { "p": 0.07146874815225601, "m": 1.0 }, { "p": 0.0714181661605835, "m": 1.0 }, { "p": 0.07146009802818298, "m": 1.0 }, { "p": 0.07142965495586395, "m": 1.0 }, { "p": 0.07146141678094864, "m": 1.0 }, { "p": 0.0714527890086174, "m": 1.0 }, { "p": 0.07140149176120758, "m": 1.0 } ] }, { "epoch": 50, "train_loss": 2.9343011379241943, "val_loss": 1.1026272773742676, "acc": 58.49, "time": 252.28502863878384, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142243534326553, "m": 1.0 }, { "p": 0.07144951820373535, "m": 1.0 }, { "p": 0.07142569124698639, "m": 1.0 }, { "p": 0.0714210793375969, "m": 1.0 }, { "p": 0.07141666114330292, "m": 1.0 }, { "p": 0.07139084488153458, "m": 1.0 }, { "p": 0.07141606509685516, "m": 1.0 }, { "p": 0.0714016780257225, "m": 1.0 }, { "p": 0.07145694643259048, "m": 1.0 }, { "p": 0.07144386321306229, "m": 1.0 }, { "p": 0.07140801101922989, "m": 1.0 }, { "p": 0.07145067304372787, "m": 1.0 }, { "p": 0.07149151712656021, "m": 1.0 }, { "p": 0.07140497863292694, "m": 1.0 } ] }, { "epoch": 51, "train_loss": 2.9350438117980957, "val_loss": 1.0967369079589844, "acc": 58.52, "time": 252.63402530294843, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07143017649650574, "m": 1.0 }, { "p": 0.0714046061038971, "m": 1.0 }, { "p": 0.07144715636968613, "m": 1.0 }, { "p": 0.07144225388765335, "m": 1.0 }, { "p": 0.07142180949449539, "m": 1.0 }, { "p": 0.07139729708433151, "m": 1.0 }, { "p": 0.07143263518810272, "m": 1.0 }, { "p": 0.07142999768257141, "m": 1.0 }, { "p": 0.07147569209337234, "m": 1.0 }, { "p": 0.07143403589725494, "m": 1.0 }, { "p": 0.07141925394535065, "m": 1.0 }, { "p": 0.07144966721534729, "m": 1.0 }, { "p": 0.0714273750782013, "m": 1.0 }, { "p": 0.07138798385858536, "m": 1.0 } ] }, { "epoch": 52, "train_loss": 2.7258386611938477, "val_loss": 1.3327553272247314, "acc": 57.08, "time": 252.54587674583308, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142385840415955, "m": 1.0 }, { "p": 0.0713985487818718, "m": 1.0 }, { "p": 0.07141006737947464, "m": 1.0 }, { "p": 0.07140003144741058, "m": 1.0 }, { "p": 0.07140160351991653, "m": 1.0 }, { "p": 0.07141562551259995, "m": 1.0 }, { "p": 0.07141141593456268, "m": 1.0 }, { "p": 0.07143878936767578, "m": 1.0 }, { "p": 0.0714806467294693, "m": 1.0 }, { "p": 0.07146099209785461, "m": 1.0 }, { "p": 0.07147686928510666, "m": 1.0 }, { "p": 0.07141382247209549, "m": 1.0 }, { "p": 0.07146274298429489, "m": 1.0 }, { "p": 0.07140496373176575, "m": 1.0 } ] }, { "epoch": 53, "train_loss": 2.7215709686279297, "val_loss": 1.0808199644088745, "acc": 60.28, "time": 252.36577372299507, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07145718485116959, "m": 1.0 }, { "p": 0.07138840854167938, "m": 1.0 }, { "p": 0.0714295282959938, "m": 1.0 }, { "p": 0.07143738865852356, "m": 1.0 }, { "p": 0.07141441106796265, "m": 1.0 }, { "p": 0.07139968127012253, "m": 1.0 }, { "p": 0.0714511126279831, "m": 1.0 }, { "p": 0.07142798602581024, "m": 1.0 }, { "p": 0.071450375020504, "m": 1.0 }, { "p": 0.07142744213342667, "m": 1.0 }, { "p": 0.07146736234426498, "m": 1.0 }, { "p": 0.07142917066812515, "m": 1.0 }, { "p": 0.07143127173185349, "m": 1.0 }, { "p": 0.07138870656490326, "m": 1.0 } ] }, { "epoch": 54, "train_loss": 2.4868950843811035, "val_loss": 1.2676422595977783, "acc": 57.72, "time": 252.53422437305562, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142858952283859, "m": 1.0 }, { "p": 0.07142931967973709, "m": 1.0 }, { "p": 0.07141566276550293, "m": 1.0 }, { "p": 0.071412093937397, "m": 1.0 }, { "p": 0.07140953838825226, "m": 1.0 }, { "p": 0.07143788784742355, "m": 1.0 }, { "p": 0.07144928723573685, "m": 1.0 }, { "p": 0.07141228020191193, "m": 1.0 }, { "p": 0.07144710421562195, "m": 1.0 }, { "p": 0.07144749909639359, "m": 1.0 }, { "p": 0.07146864384412766, "m": 1.0 }, { "p": 0.07140646129846573, "m": 1.0 }, { "p": 0.07143986225128174, "m": 1.0 }, { "p": 0.07139578461647034, "m": 1.0 } ] }, { "epoch": 55, "train_loss": 2.7281653881073, "val_loss": 1.0994300842285156, "acc": 60.84, "time": 252.18398014409468, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07144485414028168, "m": 1.0 }, { "p": 0.07140657305717468, "m": 1.0 }, { "p": 0.07146308571100235, "m": 1.0 }, { "p": 0.07144125550985336, "m": 1.0 }, { "p": 0.07140341401100159, "m": 1.0 }, { "p": 0.07141625881195068, "m": 1.0 }, { "p": 0.07142286747694016, "m": 1.0 }, { "p": 0.0714336559176445, "m": 1.0 }, { "p": 0.07145598530769348, "m": 1.0 }, { "p": 0.07145398110151291, "m": 1.0 }, { "p": 0.0714145079255104, "m": 1.0 }, { "p": 0.07143533229827881, "m": 1.0 }, { "p": 0.07141761481761932, "m": 1.0 }, { "p": 0.07139059156179428, "m": 1.0 } ] }, { "epoch": 56, "train_loss": 2.6603219509124756, "val_loss": 1.2565358877182007, "acc": 58.99, "time": 252.4745472271461, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07146889716386795, "m": 1.0 }, { "p": 0.07142987847328186, "m": 1.0 }, { "p": 0.07145944982767105, "m": 1.0 }, { "p": 0.07134457677602768, "m": 1.0 }, { "p": 0.07141274958848953, "m": 1.0 }, { "p": 0.07139444351196289, "m": 1.0 }, { "p": 0.07148898392915726, "m": 1.0 }, { "p": 0.07147067040205002, "m": 1.0 }, { "p": 0.07147111743688583, "m": 1.0 }, { "p": 0.0713944360613823, "m": 1.0 }, { "p": 0.07142987847328186, "m": 1.0 }, { "p": 0.07144248485565186, "m": 1.0 }, { "p": 0.07139266282320023, "m": 1.0 }, { "p": 0.0713997557759285, "m": 1.0 } ] }, { "epoch": 57, "train_loss": 2.872105598449707, "val_loss": 1.2011239528656006, "acc": 59.81, "time": 253.4070639249403, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07143916189670563, "m": 1.0 }, { "p": 0.0714295282959938, "m": 1.0 }, { "p": 0.07142368704080582, "m": 1.0 }, { "p": 0.07144198566675186, "m": 1.0 }, { "p": 0.07140527665615082, "m": 1.0 }, { "p": 0.07137369364500046, "m": 1.0 }, { "p": 0.07144187390804291, "m": 1.0 }, { "p": 0.07147449254989624, "m": 1.0 }, { "p": 0.07140224426984787, "m": 1.0 }, { "p": 0.07144748419523239, "m": 1.0 }, { "p": 0.0714498832821846, "m": 1.0 }, { "p": 0.07145221531391144, "m": 1.0 }, { "p": 0.07144910842180252, "m": 1.0 }, { "p": 0.07136938720941544, "m": 1.0 } ] }, { "epoch": 58, "train_loss": 2.755858898162842, "val_loss": 1.0187970399856567, "acc": 61.08, "time": 251.6400644450914, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07147786021232605, "m": 1.0 }, { "p": 0.07140873372554779, "m": 1.0 }, { "p": 0.07137997448444366, "m": 1.0 }, { "p": 0.07143212109804153, "m": 1.0 }, { "p": 0.07136676460504532, "m": 1.0 }, { "p": 0.07138816267251968, "m": 1.0 }, { "p": 0.07145246118307114, "m": 1.0 }, { "p": 0.07148906588554382, "m": 1.0 }, { "p": 0.07138332724571228, "m": 1.0 }, { "p": 0.07142996788024902, "m": 1.0 }, { "p": 0.07146462798118591, "m": 1.0 }, { "p": 0.071477010846138, "m": 1.0 }, { "p": 0.07144258171319962, "m": 1.0 }, { "p": 0.07140734791755676, "m": 1.0 } ] }, { "epoch": 59, "train_loss": 3.013540029525757, "val_loss": 1.1230454444885254, "acc": 59.03, "time": 252.0973102930002, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07144039124250412, "m": 1.0 }, { "p": 0.071415014564991, "m": 1.0 }, { "p": 0.07142365723848343, "m": 1.0 }, { "p": 0.07145825028419495, "m": 1.0 }, { "p": 0.07140655815601349, "m": 1.0 }, { "p": 0.07139900326728821, "m": 1.0 }, { "p": 0.07142210751771927, "m": 1.0 }, { "p": 0.07141443341970444, "m": 1.0 }, { "p": 0.071429044008255, "m": 1.0 }, { "p": 0.07146534323692322, "m": 1.0 }, { "p": 0.07141146808862686, "m": 1.0 }, { "p": 0.07146016508340836, "m": 1.0 }, { "p": 0.0714513435959816, "m": 1.0 }, { "p": 0.07140329480171204, "m": 1.0 } ] }, { "epoch": 60, "train_loss": 2.7765464782714844, "val_loss": 1.0314781665802002, "acc": 61.52, "time": 253.45301896589808, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142668217420578, "m": 1.0 }, { "p": 0.07137775421142578, "m": 1.0 }, { "p": 0.07146268337965012, "m": 1.0 }, { "p": 0.07144233584403992, "m": 1.0 }, { "p": 0.07141696661710739, "m": 1.0 }, { "p": 0.07139313220977783, "m": 1.0 }, { "p": 0.07141431421041489, "m": 1.0 }, { "p": 0.071478933095932, "m": 1.0 }, { "p": 0.07142069935798645, "m": 1.0 }, { "p": 0.07142621278762817, "m": 1.0 }, { "p": 0.07140102982521057, "m": 1.0 }, { "p": 0.0714588388800621, "m": 1.0 }, { "p": 0.07151898741722107, "m": 1.0 }, { "p": 0.07136145234107971, "m": 1.0 } ] }, { "epoch": 61, "train_loss": 2.682201862335205, "val_loss": 1.1736869812011719, "acc": 61.14, "time": 253.33295136806555, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142774760723114, "m": 1.0 }, { "p": 0.07137908786535263, "m": 1.0 }, { "p": 0.07145815342664719, "m": 1.0 }, { "p": 0.0714225247502327, "m": 1.0 }, { "p": 0.0713789239525795, "m": 1.0 }, { "p": 0.0714210718870163, "m": 1.0 }, { "p": 0.07145432382822037, "m": 1.0 }, { "p": 0.07147932797670364, "m": 1.0 }, { "p": 0.07145623862743378, "m": 1.0 }, { "p": 0.07141948491334915, "m": 1.0 }, { "p": 0.07138704508543015, "m": 1.0 }, { "p": 0.07146213203668594, "m": 1.0 }, { "p": 0.07148027420043945, "m": 1.0 }, { "p": 0.07137365639209747, "m": 1.0 } ] }, { "epoch": 62, "train_loss": 2.452726364135742, "val_loss": 1.165618896484375, "acc": 59.86, "time": 252.916343070101, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142723351716995, "m": 1.0 }, { "p": 0.071402907371521, "m": 1.0 }, { "p": 0.07148715108633041, "m": 1.0 }, { "p": 0.07141254842281342, "m": 1.0 }, { "p": 0.07137175649404526, "m": 1.0 }, { "p": 0.07137195765972137, "m": 1.0 }, { "p": 0.07141707837581635, "m": 1.0 }, { "p": 0.07147972285747528, "m": 1.0 }, { "p": 0.07148191332817078, "m": 1.0 }, { "p": 0.07146140933036804, "m": 1.0 }, { "p": 0.07143683731555939, "m": 1.0 }, { "p": 0.07142780721187592, "m": 1.0 }, { "p": 0.07146139442920685, "m": 1.0 }, { "p": 0.071360282599926, "m": 1.0 } ] }, { "epoch": 63, "train_loss": 2.6763863563537598, "val_loss": 1.0106717348098755, "acc": 60.39, "time": 253.10240512993187, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07144943624734879, "m": 1.0 }, { "p": 0.07136216014623642, "m": 1.0 }, { "p": 0.07149101793766022, "m": 1.0 }, { "p": 0.0714344009757042, "m": 1.0 }, { "p": 0.07134729623794556, "m": 1.0 }, { "p": 0.07136114686727524, "m": 1.0 }, { "p": 0.07142317295074463, "m": 1.0 }, { "p": 0.07138944417238235, "m": 1.0 }, { "p": 0.07148505002260208, "m": 1.0 }, { "p": 0.07143543660640717, "m": 1.0 }, { "p": 0.07149545848369598, "m": 1.0 }, { "p": 0.07145440578460693, "m": 1.0 }, { "p": 0.07149357348680496, "m": 1.0 }, { "p": 0.07137799263000488, "m": 1.0 } ] }, { "epoch": 64, "train_loss": 2.7366719245910645, "val_loss": 1.0313390493392944, "acc": 61.7, "time": 252.80336099909618, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07146476209163666, "m": 1.0 }, { "p": 0.07140667736530304, "m": 1.0 }, { "p": 0.07143314927816391, "m": 1.0 }, { "p": 0.07138095051050186, "m": 1.0 }, { "p": 0.0714169517159462, "m": 1.0 }, { "p": 0.07140640914440155, "m": 1.0 }, { "p": 0.07142336666584015, "m": 1.0 }, { "p": 0.07150167226791382, "m": 1.0 }, { "p": 0.07146159559488297, "m": 1.0 }, { "p": 0.0714411810040474, "m": 1.0 }, { "p": 0.07138725370168686, "m": 1.0 }, { "p": 0.07146988064050674, "m": 1.0 }, { "p": 0.07145606726408005, "m": 1.0 }, { "p": 0.07135004550218582, "m": 1.0 } ] }, { "epoch": 65, "train_loss": 2.620344877243042, "val_loss": 1.0313125848770142, "acc": 62.14, "time": 252.55167533294298, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07138452678918839, "m": 1.0 }, { "p": 0.07132027298212051, "m": 1.0 }, { "p": 0.07146760821342468, "m": 1.0 }, { "p": 0.0715189278125763, "m": 1.0 }, { "p": 0.07137630879878998, "m": 1.0 }, { "p": 0.0713920146226883, "m": 1.0 }, { "p": 0.0714237168431282, "m": 1.0 }, { "p": 0.07147863507270813, "m": 1.0 }, { "p": 0.07149527221918106, "m": 1.0 }, { "p": 0.07144208997488022, "m": 1.0 }, { "p": 0.07147081196308136, "m": 1.0 }, { "p": 0.07145752012729645, "m": 1.0 }, { "p": 0.0714462623000145, "m": 1.0 }, { "p": 0.07132602483034134, "m": 1.0 } ] }, { "epoch": 66, "train_loss": 2.4875333309173584, "val_loss": 1.037980079650879, "acc": 63.25, "time": 253.7352692070417, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07143662124872208, "m": 1.0 }, { "p": 0.07144797593355179, "m": 1.0 }, { "p": 0.07143286615610123, "m": 1.0 }, { "p": 0.07147131860256195, "m": 1.0 }, { "p": 0.0714203268289566, "m": 1.0 }, { "p": 0.07135165482759476, "m": 1.0 }, { "p": 0.07140620052814484, "m": 1.0 }, { "p": 0.07144656777381897, "m": 1.0 }, { "p": 0.07141940295696259, "m": 1.0 }, { "p": 0.07143779844045639, "m": 1.0 }, { "p": 0.07144536077976227, "m": 1.0 }, { "p": 0.07144411653280258, "m": 1.0 }, { "p": 0.07146555185317993, "m": 1.0 }, { "p": 0.07137426733970642, "m": 1.0 } ] }, { "epoch": 67, "train_loss": 2.706037998199463, "val_loss": 0.9692462086677551, "acc": 61.87, "time": 251.91568085108884, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07139717042446136, "m": 1.0 }, { "p": 0.07135330140590668, "m": 1.0 }, { "p": 0.07144709676504135, "m": 1.0 }, { "p": 0.07142894715070724, "m": 1.0 }, { "p": 0.07138623297214508, "m": 1.0 }, { "p": 0.07142641395330429, "m": 1.0 }, { "p": 0.07145213335752487, "m": 1.0 }, { "p": 0.07148996740579605, "m": 1.0 }, { "p": 0.07141221314668655, "m": 1.0 }, { "p": 0.07143044471740723, "m": 1.0 }, { "p": 0.07145530730485916, "m": 1.0 }, { "p": 0.07142842561006546, "m": 1.0 }, { "p": 0.07147760689258575, "m": 1.0 }, { "p": 0.07141473889350891, "m": 1.0 } ] }, { "epoch": 68, "train_loss": 2.374429941177368, "val_loss": 1.1508853435516357, "acc": 61.69, "time": 252.910569580039, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07146994024515152, "m": 1.0 }, { "p": 0.07132048159837723, "m": 1.0 }, { "p": 0.07137230038642883, "m": 1.0 }, { "p": 0.07133273780345917, "m": 1.0 }, { "p": 0.0714183896780014, "m": 1.0 }, { "p": 0.0713888630270958, "m": 1.0 }, { "p": 0.07140655070543289, "m": 1.0 }, { "p": 0.07142327725887299, "m": 1.0 }, { "p": 0.07151561230421066, "m": 1.0 }, { "p": 0.07152941823005676, "m": 1.0 }, { "p": 0.07146383821964264, "m": 1.0 }, { "p": 0.07150355726480484, "m": 1.0 }, { "p": 0.07146942615509033, "m": 1.0 }, { "p": 0.07138557732105255, "m": 1.0 } ] }, { "epoch": 69, "train_loss": 2.3915717601776123, "val_loss": 1.0203980207443237, "acc": 59.86, "time": 252.90128070116043, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07148050516843796, "m": 1.0 }, { "p": 0.07137279212474823, "m": 1.0 }, { "p": 0.07145090401172638, "m": 1.0 }, { "p": 0.07134586572647095, "m": 1.0 }, { "p": 0.07138924300670624, "m": 1.0 }, { "p": 0.07140566408634186, "m": 1.0 }, { "p": 0.07146890461444855, "m": 1.0 }, { "p": 0.07146929204463959, "m": 1.0 }, { "p": 0.0714704617857933, "m": 1.0 }, { "p": 0.0714384987950325, "m": 1.0 }, { "p": 0.07144199311733246, "m": 1.0 }, { "p": 0.0714283362030983, "m": 1.0 }, { "p": 0.0715310201048851, "m": 1.0 }, { "p": 0.07130652666091919, "m": 1.0 } ] }, { "epoch": 70, "train_loss": 2.6249358654022217, "val_loss": 1.0922131538391113, "acc": 62.05, "time": 251.79448959697038, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0714489072561264, "m": 1.0 }, { "p": 0.07139222323894501, "m": 1.0 }, { "p": 0.07144228368997574, "m": 1.0 }, { "p": 0.07142478972673416, "m": 1.0 }, { "p": 0.07138393819332123, "m": 1.0 }, { "p": 0.07140357792377472, "m": 1.0 }, { "p": 0.07148462533950806, "m": 1.0 }, { "p": 0.07150603830814362, "m": 1.0 }, { "p": 0.07137497514486313, "m": 1.0 }, { "p": 0.07141056656837463, "m": 1.0 }, { "p": 0.07147146761417389, "m": 1.0 }, { "p": 0.07146477699279785, "m": 1.0 }, { "p": 0.07146348059177399, "m": 1.0 }, { "p": 0.07132837176322937, "m": 1.0 } ] }, { "epoch": 71, "train_loss": 2.2614643573760986, "val_loss": 1.342099905014038, "acc": 60.45, "time": 251.0459153689444, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07146859169006348, "m": 1.0 }, { "p": 0.07139594852924347, "m": 1.0 }, { "p": 0.0714922845363617, "m": 1.0 }, { "p": 0.07149042934179306, "m": 1.0 }, { "p": 0.07139487564563751, "m": 1.0 }, { "p": 0.07136436551809311, "m": 1.0 }, { "p": 0.07135994732379913, "m": 1.0 }, { "p": 0.0714639276266098, "m": 1.0 }, { "p": 0.07147201150655746, "m": 1.0 }, { "p": 0.07143346220254898, "m": 1.0 }, { "p": 0.07137094438076019, "m": 1.0 }, { "p": 0.07148828357458115, "m": 1.0 }, { "p": 0.07147923111915588, "m": 1.0 }, { "p": 0.07132572680711746, "m": 1.0 } ] }, { "epoch": 72, "train_loss": 2.4865148067474365, "val_loss": 1.0502581596374512, "acc": 63.9, "time": 252.1515064840205, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07146186381578445, "m": 1.0 }, { "p": 0.0714116245508194, "m": 1.0 }, { "p": 0.07137520611286163, "m": 1.0 }, { "p": 0.07146213948726654, "m": 1.0 }, { "p": 0.07137764245271683, "m": 1.0 }, { "p": 0.07141578197479248, "m": 1.0 }, { "p": 0.07139885425567627, "m": 1.0 }, { "p": 0.07149079442024231, "m": 1.0 }, { "p": 0.07149386405944824, "m": 1.0 }, { "p": 0.0714099109172821, "m": 1.0 }, { "p": 0.0714234784245491, "m": 1.0 }, { "p": 0.07142898440361023, "m": 1.0 }, { "p": 0.07145038992166519, "m": 1.0 }, { "p": 0.07139942795038223, "m": 1.0 } ] }, { "epoch": 73, "train_loss": 2.4676895141601562, "val_loss": 0.9906247854232788, "acc": 63.83, "time": 252.0043439969886, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07144611328840256, "m": 1.0 }, { "p": 0.07143540680408478, "m": 1.0 }, { "p": 0.07144185900688171, "m": 1.0 }, { "p": 0.07136587798595428, "m": 1.0 }, { "p": 0.07140092551708221, "m": 1.0 }, { "p": 0.07138624042272568, "m": 1.0 }, { "p": 0.07142273336648941, "m": 1.0 }, { "p": 0.07142016291618347, "m": 1.0 }, { "p": 0.0715656504034996, "m": 1.0 }, { "p": 0.07138168066740036, "m": 1.0 }, { "p": 0.07136941701173782, "m": 1.0 }, { "p": 0.07145507633686066, "m": 1.0 }, { "p": 0.07149132341146469, "m": 1.0 }, { "p": 0.07141749560832977, "m": 1.0 } ] }, { "epoch": 74, "train_loss": 2.557981252670288, "val_loss": 1.0899407863616943, "acc": 62.33, "time": 252.36568001215346, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07144995033740997, "m": 1.0 }, { "p": 0.07138768583536148, "m": 1.0 }, { "p": 0.07139569520950317, "m": 1.0 }, { "p": 0.07149359583854675, "m": 1.0 }, { "p": 0.07137738168239594, "m": 1.0 }, { "p": 0.07135005295276642, "m": 1.0 }, { "p": 0.07141182571649551, "m": 1.0 }, { "p": 0.0715150386095047, "m": 1.0 }, { "p": 0.07150483131408691, "m": 1.0 }, { "p": 0.07141784578561783, "m": 1.0 }, { "p": 0.07138694822788239, "m": 1.0 }, { "p": 0.07147010415792465, "m": 1.0 }, { "p": 0.07146153599023819, "m": 1.0 }, { "p": 0.07137757539749146, "m": 1.0 } ] }, { "epoch": 75, "train_loss": 2.341733694076538, "val_loss": 1.0849082469940186, "acc": 63.83, "time": 252.00885169301182, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0714515671133995, "m": 1.0 }, { "p": 0.07131273299455643, "m": 1.0 }, { "p": 0.07140945643186569, "m": 1.0 }, { "p": 0.07144654542207718, "m": 1.0 }, { "p": 0.07142370939254761, "m": 1.0 }, { "p": 0.07131965458393097, "m": 1.0 }, { "p": 0.07146240770816803, "m": 1.0 }, { "p": 0.0715072974562645, "m": 1.0 }, { "p": 0.07145550847053528, "m": 1.0 }, { "p": 0.07142587006092072, "m": 1.0 }, { "p": 0.07148239016532898, "m": 1.0 }, { "p": 0.07147856056690216, "m": 1.0 }, { "p": 0.07144792377948761, "m": 1.0 }, { "p": 0.07137639820575714, "m": 1.0 } ] }, { "epoch": 76, "train_loss": 2.5182271003723145, "val_loss": 0.9307025074958801, "acc": 63.51, "time": 252.92594257812016, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0714302659034729, "m": 1.0 }, { "p": 0.07129833102226257, "m": 1.0 }, { "p": 0.07147335261106491, "m": 1.0 }, { "p": 0.07147771120071411, "m": 1.0 }, { "p": 0.07136006653308868, "m": 1.0 }, { "p": 0.07130569964647293, "m": 1.0 }, { "p": 0.07132899016141891, "m": 1.0 }, { "p": 0.07150209695100784, "m": 1.0 }, { "p": 0.07155340164899826, "m": 1.0 }, { "p": 0.07148945331573486, "m": 1.0 }, { "p": 0.07142557948827744, "m": 1.0 }, { "p": 0.07146282494068146, "m": 1.0 }, { "p": 0.07155028730630875, "m": 1.0 }, { "p": 0.07134191691875458, "m": 1.0 } ] }, { "epoch": 77, "train_loss": 2.364492893218994, "val_loss": 1.205479383468628, "acc": 62.61, "time": 252.2667239571456, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07154980301856995, "m": 1.0 }, { "p": 0.07122357189655304, "m": 1.0 }, { "p": 0.0714927390217781, "m": 1.0 }, { "p": 0.07139944285154343, "m": 1.0 }, { "p": 0.07138296961784363, "m": 1.0 }, { "p": 0.07142646610736847, "m": 1.0 }, { "p": 0.07143120467662811, "m": 1.0 }, { "p": 0.0714179128408432, "m": 1.0 }, { "p": 0.07145363837480545, "m": 1.0 }, { "p": 0.07151482999324799, "m": 1.0 }, { "p": 0.0713377371430397, "m": 1.0 }, { "p": 0.07143716514110565, "m": 1.0 }, { "p": 0.07155093550682068, "m": 1.0 }, { "p": 0.07138156145811081, "m": 1.0 } ] }, { "epoch": 78, "train_loss": 2.3393924236297607, "val_loss": 0.920099675655365, "acc": 64.05, "time": 253.24288367200643, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07147978991270065, "m": 1.0 }, { "p": 0.0714273676276207, "m": 1.0 }, { "p": 0.07138849794864655, "m": 1.0 }, { "p": 0.07143734395503998, "m": 1.0 }, { "p": 0.07131435722112656, "m": 1.0 }, { "p": 0.07136378437280655, "m": 1.0 }, { "p": 0.0714322030544281, "m": 1.0 }, { "p": 0.07144609838724136, "m": 1.0 }, { "p": 0.0715511366724968, "m": 1.0 }, { "p": 0.07140626013278961, "m": 1.0 }, { "p": 0.07143176347017288, "m": 1.0 }, { "p": 0.07152433693408966, "m": 1.0 }, { "p": 0.07147563993930817, "m": 1.0 }, { "p": 0.07132136821746826, "m": 1.0 } ] }, { "epoch": 79, "train_loss": 2.2473721504211426, "val_loss": 0.9663739204406738, "acc": 63.59, "time": 252.6575961690396, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07145163416862488, "m": 1.0 }, { "p": 0.07142810523509979, "m": 1.0 }, { "p": 0.07143838703632355, "m": 1.0 }, { "p": 0.0714799016714096, "m": 1.0 }, { "p": 0.07133977860212326, "m": 1.0 }, { "p": 0.07139819115400314, "m": 1.0 }, { "p": 0.07146425545215607, "m": 1.0 }, { "p": 0.07152201980352402, "m": 1.0 }, { "p": 0.07139669358730316, "m": 1.0 }, { "p": 0.07144763320684433, "m": 1.0 }, { "p": 0.07138118147850037, "m": 1.0 }, { "p": 0.07142850011587143, "m": 1.0 }, { "p": 0.07142062485218048, "m": 1.0 }, { "p": 0.07140311598777771, "m": 1.0 } ] }, { "epoch": 80, "train_loss": 2.6119182109832764, "val_loss": 1.0524488687515259, "acc": 63.28, "time": 252.59546271711588, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07151630520820618, "m": 1.0 }, { "p": 0.07147296518087387, "m": 1.0 }, { "p": 0.07147759944200516, "m": 1.0 }, { "p": 0.0713392123579979, "m": 1.0 }, { "p": 0.07133661955595016, "m": 1.0 }, { "p": 0.0713258609175682, "m": 1.0 }, { "p": 0.0714653953909874, "m": 1.0 }, { "p": 0.07132323831319809, "m": 1.0 }, { "p": 0.07154174149036407, "m": 1.0 }, { "p": 0.07159280776977539, "m": 1.0 }, { "p": 0.07142316550016403, "m": 1.0 }, { "p": 0.07142989337444305, "m": 1.0 }, { "p": 0.07149792462587357, "m": 1.0 }, { "p": 0.07125722616910934, "m": 1.0 } ] }, { "epoch": 81, "train_loss": 2.501720428466797, "val_loss": 1.062276005744934, "acc": 64.63, "time": 251.8400604960043, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142366468906403, "m": 1.0 }, { "p": 0.07138233631849289, "m": 1.0 }, { "p": 0.07158626616001129, "m": 1.0 }, { "p": 0.07142280787229538, "m": 1.0 }, { "p": 0.07138200104236603, "m": 1.0 }, { "p": 0.07127653807401657, "m": 1.0 }, { "p": 0.07137864828109741, "m": 1.0 }, { "p": 0.07151666283607483, "m": 1.0 }, { "p": 0.07149585336446762, "m": 1.0 }, { "p": 0.07143782079219818, "m": 1.0 }, { "p": 0.07149255275726318, "m": 1.0 }, { "p": 0.07136383652687073, "m": 1.0 }, { "p": 0.07143831253051758, "m": 1.0 }, { "p": 0.07140272855758667, "m": 1.0 } ] }, { "epoch": 82, "train_loss": 2.422776699066162, "val_loss": 1.1185795068740845, "acc": 61.11, "time": 252.3178182351403, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07163936644792557, "m": 1.0 }, { "p": 0.07117927074432373, "m": 1.0 }, { "p": 0.07166305929422379, "m": 1.0 }, { "p": 0.07127454876899719, "m": 1.0 }, { "p": 0.0712038055062294, "m": 1.0 }, { "p": 0.0712125152349472, "m": 1.0 }, { "p": 0.07152125984430313, "m": 1.0 }, { "p": 0.0711592584848404, "m": 1.0 }, { "p": 0.071479432284832, "m": 1.0 }, { "p": 0.07142914831638336, "m": 1.0 }, { "p": 0.07164615392684937, "m": 1.0 }, { "p": 0.07150357961654663, "m": 1.0 }, { "p": 0.07170549780130386, "m": 1.0 }, { "p": 0.07138311117887497, "m": 1.0 } ] }, { "epoch": 83, "train_loss": 2.5796902179718018, "val_loss": 1.038114070892334, "acc": 62.93, "time": 252.80012740311213, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07136816531419754, "m": 1.0 }, { "p": 0.0713801309466362, "m": 1.0 }, { "p": 0.07150840014219284, "m": 1.0 }, { "p": 0.07146348059177399, "m": 1.0 }, { "p": 0.07144051790237427, "m": 1.0 }, { "p": 0.07123425602912903, "m": 1.0 }, { "p": 0.07142128795385361, "m": 1.0 }, { "p": 0.0714106336236, "m": 1.0 }, { "p": 0.07149939984083176, "m": 1.0 }, { "p": 0.0715031698346138, "m": 1.0 }, { "p": 0.07149007171392441, "m": 1.0 }, { "p": 0.07158160954713821, "m": 1.0 }, { "p": 0.07140791416168213, "m": 1.0 }, { "p": 0.07129094749689102, "m": 1.0 } ] }, { "epoch": 84, "train_loss": 2.139070510864258, "val_loss": 1.0190807580947876, "acc": 65.49, "time": 253.09692413685843, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07146133482456207, "m": 1.0 }, { "p": 0.0713481679558754, "m": 1.0 }, { "p": 0.07148564606904984, "m": 1.0 }, { "p": 0.07145092636346817, "m": 1.0 }, { "p": 0.0713280662894249, "m": 1.0 }, { "p": 0.07144041359424591, "m": 1.0 }, { "p": 0.07150871306657791, "m": 1.0 }, { "p": 0.07139476388692856, "m": 1.0 }, { "p": 0.0714062973856926, "m": 1.0 }, { "p": 0.07143605500459671, "m": 1.0 }, { "p": 0.07148827612400055, "m": 1.0 }, { "p": 0.07144705951213837, "m": 1.0 }, { "p": 0.07146529853343964, "m": 1.0 }, { "p": 0.07133898138999939, "m": 1.0 } ] }, { "epoch": 85, "train_loss": 2.3993496894836426, "val_loss": 0.9118446111679077, "acc": 64.64, "time": 252.0665853570681, "mix_dist": 0.800000011920929, "param": [ { "p": 0.071433424949646, "m": 1.0 }, { "p": 0.07146462798118591, "m": 1.0 }, { "p": 0.0714389756321907, "m": 1.0 }, { "p": 0.07144336402416229, "m": 1.0 }, { "p": 0.0712074413895607, "m": 1.0 }, { "p": 0.071343794465065, "m": 1.0 }, { "p": 0.07137492299079895, "m": 1.0 }, { "p": 0.0714554712176323, "m": 1.0 }, { "p": 0.07142839580774307, "m": 1.0 }, { "p": 0.07155667245388031, "m": 1.0 }, { "p": 0.07149407267570496, "m": 1.0 }, { "p": 0.07144752889871597, "m": 1.0 }, { "p": 0.07151460647583008, "m": 1.0 }, { "p": 0.07139668613672256, "m": 1.0 } ] }, { "epoch": 86, "train_loss": 1.944115400314331, "val_loss": 0.9210880398750305, "acc": 64.0, "time": 252.81702532898635, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07138989120721817, "m": 1.0 }, { "p": 0.07135763764381409, "m": 1.0 }, { "p": 0.0715385302901268, "m": 1.0 }, { "p": 0.07142529636621475, "m": 1.0 }, { "p": 0.07132545858621597, "m": 1.0 }, { "p": 0.07133340835571289, "m": 1.0 }, { "p": 0.07138442993164062, "m": 1.0 }, { "p": 0.07139432430267334, "m": 1.0 }, { "p": 0.07148067653179169, "m": 1.0 }, { "p": 0.07149504870176315, "m": 1.0 }, { "p": 0.07148575037717819, "m": 1.0 }, { "p": 0.07144945859909058, "m": 1.0 }, { "p": 0.07155626267194748, "m": 1.0 }, { "p": 0.07138380408287048, "m": 1.0 } ] }, { "epoch": 87, "train_loss": 2.2485575675964355, "val_loss": 0.9994252324104309, "acc": 65.73, "time": 251.92874276312068, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0713600143790245, "m": 1.0 }, { "p": 0.07130366563796997, "m": 1.0 }, { "p": 0.07139183580875397, "m": 1.0 }, { "p": 0.07152144610881805, "m": 1.0 }, { "p": 0.0713532343506813, "m": 1.0 }, { "p": 0.07138396799564362, "m": 1.0 }, { "p": 0.07145623862743378, "m": 1.0 }, { "p": 0.07150933891534805, "m": 1.0 }, { "p": 0.07129465788602829, "m": 1.0 }, { "p": 0.07150956988334656, "m": 1.0 }, { "p": 0.07160267233848572, "m": 1.0 }, { "p": 0.07145771384239197, "m": 1.0 }, { "p": 0.0715288370847702, "m": 1.0 }, { "p": 0.0713268369436264, "m": 1.0 } ] }, { "epoch": 88, "train_loss": 2.013007402420044, "val_loss": 0.934468686580658, "acc": 65.9, "time": 252.79285889980383, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07147412747144699, "m": 1.0 }, { "p": 0.07127594947814941, "m": 1.0 }, { "p": 0.07140517979860306, "m": 1.0 }, { "p": 0.07129880040884018, "m": 1.0 }, { "p": 0.07143834978342056, "m": 1.0 }, { "p": 0.07141672074794769, "m": 1.0 }, { "p": 0.07144109159708023, "m": 1.0 }, { "p": 0.0714515671133995, "m": 1.0 }, { "p": 0.07136142253875732, "m": 1.0 }, { "p": 0.07142104208469391, "m": 1.0 }, { "p": 0.07149308919906616, "m": 1.0 }, { "p": 0.07151490449905396, "m": 1.0 }, { "p": 0.0716041773557663, "m": 1.0 }, { "p": 0.07140356302261353, "m": 1.0 } ] }, { "epoch": 89, "train_loss": 2.173530101776123, "val_loss": 0.9658926129341125, "acc": 64.47, "time": 252.27446520607919, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07157080620527267, "m": 1.0 }, { "p": 0.07133747637271881, "m": 1.0 }, { "p": 0.0714544877409935, "m": 1.0 }, { "p": 0.07145604491233826, "m": 1.0 }, { "p": 0.07144517451524734, "m": 1.0 }, { "p": 0.07152897119522095, "m": 1.0 }, { "p": 0.0714804083108902, "m": 1.0 }, { "p": 0.07146254926919937, "m": 1.0 }, { "p": 0.07131379842758179, "m": 1.0 }, { "p": 0.07138161361217499, "m": 1.0 }, { "p": 0.07137744128704071, "m": 1.0 }, { "p": 0.07145577669143677, "m": 1.0 }, { "p": 0.07134810090065002, "m": 1.0 }, { "p": 0.07138732075691223, "m": 1.0 } ] }, { "epoch": 90, "train_loss": 2.4253458976745605, "val_loss": 1.0673960447311401, "acc": 65.91, "time": 253.1909737251699, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07150249928236008, "m": 1.0 }, { "p": 0.071384496986866, "m": 1.0 }, { "p": 0.0713946521282196, "m": 1.0 }, { "p": 0.07132603228092194, "m": 1.0 }, { "p": 0.07132270187139511, "m": 1.0 }, { "p": 0.07138106226921082, "m": 1.0 }, { "p": 0.07133889198303223, "m": 1.0 }, { "p": 0.07146069407463074, "m": 1.0 }, { "p": 0.07142370194196701, "m": 1.0 }, { "p": 0.07156321406364441, "m": 1.0 }, { "p": 0.0714380294084549, "m": 1.0 }, { "p": 0.07137931138277054, "m": 1.0 }, { "p": 0.07161334156990051, "m": 1.0 }, { "p": 0.07147140800952911, "m": 1.0 } ] }, { "epoch": 91, "train_loss": 2.4849417209625244, "val_loss": 1.029223084449768, "acc": 65.62, "time": 252.4683041390963, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07148723304271698, "m": 1.0 }, { "p": 0.07151461392641068, "m": 1.0 }, { "p": 0.07151366025209427, "m": 1.0 }, { "p": 0.07144808024168015, "m": 1.0 }, { "p": 0.0713157057762146, "m": 1.0 }, { "p": 0.07125318050384521, "m": 1.0 }, { "p": 0.0713837593793869, "m": 1.0 }, { "p": 0.0714852437376976, "m": 1.0 }, { "p": 0.0715353786945343, "m": 1.0 }, { "p": 0.0715007483959198, "m": 1.0 }, { "p": 0.0713387057185173, "m": 1.0 }, { "p": 0.07142525911331177, "m": 1.0 }, { "p": 0.07147495448589325, "m": 1.0 }, { "p": 0.071323461830616, "m": 1.0 } ] }, { "epoch": 92, "train_loss": 2.5173683166503906, "val_loss": 1.1893285512924194, "acc": 63.56, "time": 252.39031258691102, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0715600997209549, "m": 1.0 }, { "p": 0.0711882933974266, "m": 1.0 }, { "p": 0.07156969606876373, "m": 1.0 }, { "p": 0.07145046442747116, "m": 1.0 }, { "p": 0.07144971936941147, "m": 1.0 }, { "p": 0.0713886171579361, "m": 1.0 }, { "p": 0.07142922282218933, "m": 1.0 }, { "p": 0.07144760340452194, "m": 1.0 }, { "p": 0.07131068408489227, "m": 1.0 }, { "p": 0.07155675441026688, "m": 1.0 }, { "p": 0.07143722474575043, "m": 1.0 }, { "p": 0.07149412482976913, "m": 1.0 }, { "p": 0.07146009057760239, "m": 1.0 }, { "p": 0.07125739008188248, "m": 1.0 } ] }, { "epoch": 93, "train_loss": 2.145967721939087, "val_loss": 0.9722276926040649, "acc": 64.66, "time": 254.3509216210805, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0714581236243248, "m": 1.0 }, { "p": 0.0714227631688118, "m": 1.0 }, { "p": 0.07130938768386841, "m": 1.0 }, { "p": 0.07149682939052582, "m": 1.0 }, { "p": 0.0712851881980896, "m": 1.0 }, { "p": 0.07120399922132492, "m": 1.0 }, { "p": 0.07147186249494553, "m": 1.0 }, { "p": 0.07149485498666763, "m": 1.0 }, { "p": 0.07135852426290512, "m": 1.0 }, { "p": 0.07149164378643036, "m": 1.0 }, { "p": 0.07148919999599457, "m": 1.0 }, { "p": 0.07155633717775345, "m": 1.0 }, { "p": 0.07153763622045517, "m": 1.0 }, { "p": 0.07142363488674164, "m": 1.0 } ] }, { "epoch": 94, "train_loss": 2.325953245162964, "val_loss": 0.9621813893318176, "acc": 66.28, "time": 253.46360673988238, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07151529937982559, "m": 1.0 }, { "p": 0.07127930968999863, "m": 1.0 }, { "p": 0.0714850053191185, "m": 1.0 }, { "p": 0.07150309532880783, "m": 1.0 }, { "p": 0.07138604670763016, "m": 1.0 }, { "p": 0.07133134454488754, "m": 1.0 }, { "p": 0.07145904004573822, "m": 1.0 }, { "p": 0.07140936702489853, "m": 1.0 }, { "p": 0.07150466740131378, "m": 1.0 }, { "p": 0.0714719370007515, "m": 1.0 }, { "p": 0.07151906937360764, "m": 1.0 }, { "p": 0.07141073793172836, "m": 1.0 }, { "p": 0.07145077735185623, "m": 1.0 }, { "p": 0.07127432525157928, "m": 1.0 } ] }, { "epoch": 95, "train_loss": 2.000763177871704, "val_loss": 1.0089205503463745, "acc": 65.89, "time": 252.23446494992822, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07147757709026337, "m": 1.0 }, { "p": 0.07130397111177444, "m": 1.0 }, { "p": 0.07137321680784225, "m": 1.0 }, { "p": 0.07154036313295364, "m": 1.0 }, { "p": 0.07152121514081955, "m": 1.0 }, { "p": 0.07135293632745743, "m": 1.0 }, { "p": 0.07136061787605286, "m": 1.0 }, { "p": 0.07145898789167404, "m": 1.0 }, { "p": 0.07142925262451172, "m": 1.0 }, { "p": 0.07136263698339462, "m": 1.0 }, { "p": 0.07152379304170609, "m": 1.0 }, { "p": 0.07139666378498077, "m": 1.0 }, { "p": 0.07164505869150162, "m": 1.0 }, { "p": 0.07125379145145416, "m": 1.0 } ] }, { "epoch": 96, "train_loss": 2.1431713104248047, "val_loss": 1.0903457403182983, "acc": 65.1, "time": 252.22889856202528, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07149171829223633, "m": 1.0 }, { "p": 0.07151731103658676, "m": 1.0 }, { "p": 0.07141266018152237, "m": 1.0 }, { "p": 0.07131671160459518, "m": 1.0 }, { "p": 0.07128140330314636, "m": 1.0 }, { "p": 0.07131364941596985, "m": 1.0 }, { "p": 0.07141630351543427, "m": 1.0 }, { "p": 0.07145058363676071, "m": 1.0 }, { "p": 0.07136894017457962, "m": 1.0 }, { "p": 0.07152054458856583, "m": 1.0 }, { "p": 0.07140561193227768, "m": 1.0 }, { "p": 0.07163895666599274, "m": 1.0 }, { "p": 0.0715457871556282, "m": 1.0 }, { "p": 0.07131984084844589, "m": 1.0 } ] }, { "epoch": 97, "train_loss": 2.328211784362793, "val_loss": 1.0759401321411133, "acc": 65.05, "time": 252.68830413091928, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07151209563016891, "m": 1.0 }, { "p": 0.07147322595119476, "m": 1.0 }, { "p": 0.07112365961074829, "m": 1.0 }, { "p": 0.07162084430456161, "m": 1.0 }, { "p": 0.07170675694942474, "m": 1.0 }, { "p": 0.0712905153632164, "m": 1.0 }, { "p": 0.07141553610563278, "m": 1.0 }, { "p": 0.07142087072134018, "m": 1.0 }, { "p": 0.07123909890651703, "m": 1.0 }, { "p": 0.07141155004501343, "m": 1.0 }, { "p": 0.07148560881614685, "m": 1.0 }, { "p": 0.07144280523061752, "m": 1.0 }, { "p": 0.0716412141919136, "m": 1.0 }, { "p": 0.07121618092060089, "m": 1.0 } ] }, { "epoch": 98, "train_loss": 1.9843673706054688, "val_loss": 0.9437807202339172, "acc": 66.41, "time": 252.54637269699015, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07145746797323227, "m": 1.0 }, { "p": 0.07137918472290039, "m": 1.0 }, { "p": 0.07138196378946304, "m": 1.0 }, { "p": 0.07144089788198471, "m": 1.0 }, { "p": 0.07138528674840927, "m": 1.0 }, { "p": 0.0713430792093277, "m": 1.0 }, { "p": 0.07143018394708633, "m": 1.0 }, { "p": 0.07149068266153336, "m": 1.0 }, { "p": 0.0716010257601738, "m": 1.0 }, { "p": 0.07144360989332199, "m": 1.0 }, { "p": 0.07136834412813187, "m": 1.0 }, { "p": 0.07148323953151703, "m": 1.0 }, { "p": 0.07144087553024292, "m": 1.0 }, { "p": 0.07135419547557831, "m": 1.0 } ] }, { "epoch": 99, "train_loss": 1.9967256784439087, "val_loss": 1.0869121551513672, "acc": 66.17, "time": 252.51114536612295, "mix_dist": 0.800000011920929, "param": [ { "p": 0.071539506316185, "m": 1.0 }, { "p": 0.07128576934337616, "m": 1.0 }, { "p": 0.0714159682393074, "m": 1.0 }, { "p": 0.07138220965862274, "m": 1.0 }, { "p": 0.07151243835687637, "m": 1.0 }, { "p": 0.07128122448921204, "m": 1.0 }, { "p": 0.0716175064444542, "m": 1.0 }, { "p": 0.07144046574831009, "m": 1.0 }, { "p": 0.07144481688737869, "m": 1.0 }, { "p": 0.07135183364152908, "m": 1.0 }, { "p": 0.07135667651891708, "m": 1.0 }, { "p": 0.07152482867240906, "m": 1.0 }, { "p": 0.07150718569755554, "m": 1.0 }, { "p": 0.07133957743644714, "m": 1.0 } ] }, { "epoch": 100, "train_loss": 2.4615061283111572, "val_loss": 0.9786961078643799, "acc": 65.73, "time": 253.2794190668501, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07157629728317261, "m": 1.0 }, { "p": 0.07132095843553543, "m": 1.0 }, { "p": 0.07135213166475296, "m": 1.0 }, { "p": 0.07140286266803741, "m": 1.0 }, { "p": 0.07130570709705353, "m": 1.0 }, { "p": 0.07143715769052505, "m": 1.0 }, { "p": 0.0713118463754654, "m": 1.0 }, { "p": 0.0715213418006897, "m": 1.0 }, { "p": 0.07149571180343628, "m": 1.0 }, { "p": 0.07144839316606522, "m": 1.0 }, { "p": 0.07134175300598145, "m": 1.0 }, { "p": 0.0714859738945961, "m": 1.0 }, { "p": 0.07153633236885071, "m": 1.0 }, { "p": 0.07146355509757996, "m": 1.0 } ] }, { "epoch": 101, "train_loss": 2.177616596221924, "val_loss": 0.9862829446792603, "acc": 65.0, "time": 254.20752107794397, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07126808166503906, "m": 1.0 }, { "p": 0.07126528769731522, "m": 1.0 }, { "p": 0.07146809250116348, "m": 1.0 }, { "p": 0.07136016339063644, "m": 1.0 }, { "p": 0.07149021327495575, "m": 1.0 }, { "p": 0.071452297270298, "m": 1.0 }, { "p": 0.07156767696142197, "m": 1.0 }, { "p": 0.07158120721578598, "m": 1.0 }, { "p": 0.07130148261785507, "m": 1.0 }, { "p": 0.07126877456903458, "m": 1.0 }, { "p": 0.07144533842802048, "m": 1.0 }, { "p": 0.0716288760304451, "m": 1.0 }, { "p": 0.07149873673915863, "m": 1.0 }, { "p": 0.07140377163887024, "m": 1.0 } ] }, { "epoch": 102, "train_loss": 2.2039694786071777, "val_loss": 1.1626056432724, "acc": 66.31, "time": 252.9247076290194, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07149011641740799, "m": 1.0 }, { "p": 0.07144779711961746, "m": 1.0 }, { "p": 0.07146265357732773, "m": 1.0 }, { "p": 0.07135235518217087, "m": 1.0 }, { "p": 0.07141154259443283, "m": 1.0 }, { "p": 0.0712171271443367, "m": 1.0 }, { "p": 0.07135248184204102, "m": 1.0 }, { "p": 0.07150674611330032, "m": 1.0 }, { "p": 0.07145402580499649, "m": 1.0 }, { "p": 0.0715389996767044, "m": 1.0 }, { "p": 0.07149145752191544, "m": 1.0 }, { "p": 0.07137461751699448, "m": 1.0 }, { "p": 0.07151292264461517, "m": 1.0 }, { "p": 0.07138718664646149, "m": 1.0 } ] }, { "epoch": 103, "train_loss": 2.331113338470459, "val_loss": 0.9513683319091797, "acc": 65.33, "time": 252.30978743219748, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07148687541484833, "m": 1.0 }, { "p": 0.07136988639831543, "m": 1.0 }, { "p": 0.07153934240341187, "m": 1.0 }, { "p": 0.07130058109760284, "m": 1.0 }, { "p": 0.07120056450366974, "m": 1.0 }, { "p": 0.07135360687971115, "m": 1.0 }, { "p": 0.07144197821617126, "m": 1.0 }, { "p": 0.07152627408504486, "m": 1.0 }, { "p": 0.07153528183698654, "m": 1.0 }, { "p": 0.07155679166316986, "m": 1.0 }, { "p": 0.07139216363430023, "m": 1.0 }, { "p": 0.07151609659194946, "m": 1.0 }, { "p": 0.07152324169874191, "m": 1.0 }, { "p": 0.0712573453783989, "m": 1.0 } ] }, { "epoch": 104, "train_loss": 2.4528415203094482, "val_loss": 1.0357494354248047, "acc": 66.31, "time": 252.9959191819653, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07168632000684738, "m": 1.0 }, { "p": 0.07119869440793991, "m": 1.0 }, { "p": 0.07136884331703186, "m": 1.0 }, { "p": 0.07131422311067581, "m": 1.0 }, { "p": 0.07165773212909698, "m": 1.0 }, { "p": 0.07101304829120636, "m": 1.0 }, { "p": 0.07131848484277725, "m": 1.0 }, { "p": 0.07146309316158295, "m": 1.0 }, { "p": 0.07143860310316086, "m": 1.0 }, { "p": 0.07148391753435135, "m": 1.0 }, { "p": 0.07146880775690079, "m": 1.0 }, { "p": 0.07159935683012009, "m": 1.0 }, { "p": 0.07169070094823837, "m": 1.0 }, { "p": 0.07129813730716705, "m": 1.0 } ] }, { "epoch": 105, "train_loss": 2.1657803058624268, "val_loss": 1.0557678937911987, "acc": 66.5, "time": 252.5977363931015, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07157812267541885, "m": 1.0 }, { "p": 0.07129963487386703, "m": 1.0 }, { "p": 0.07131420075893402, "m": 1.0 }, { "p": 0.07154155522584915, "m": 1.0 }, { "p": 0.07131557911634445, "m": 1.0 }, { "p": 0.0713379830121994, "m": 1.0 }, { "p": 0.07147171348333359, "m": 1.0 }, { "p": 0.071488156914711, "m": 1.0 }, { "p": 0.07123998552560806, "m": 1.0 }, { "p": 0.07159968465566635, "m": 1.0 }, { "p": 0.0714925080537796, "m": 1.0 }, { "p": 0.07156118750572205, "m": 1.0 }, { "p": 0.07146115601062775, "m": 1.0 }, { "p": 0.07129848748445511, "m": 1.0 } ] }, { "epoch": 106, "train_loss": 2.4458444118499756, "val_loss": 1.0121581554412842, "acc": 65.85, "time": 253.07673243898898, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07167395949363708, "m": 1.0 }, { "p": 0.07144881784915924, "m": 1.0 }, { "p": 0.0714590921998024, "m": 1.0 }, { "p": 0.07088568061590195, "m": 1.0 }, { "p": 0.07128699123859406, "m": 1.0 }, { "p": 0.07124048471450806, "m": 1.0 }, { "p": 0.07147366553544998, "m": 1.0 }, { "p": 0.07139232754707336, "m": 1.0 }, { "p": 0.07157523930072784, "m": 1.0 }, { "p": 0.07149939239025116, "m": 1.0 }, { "p": 0.07159844040870667, "m": 1.0 }, { "p": 0.07170654833316803, "m": 1.0 }, { "p": 0.07143294811248779, "m": 1.0 }, { "p": 0.07132639735937119, "m": 1.0 } ] }, { "epoch": 107, "train_loss": 1.9238433837890625, "val_loss": 0.9590127468109131, "acc": 65.73, "time": 252.8860060540028, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0715869888663292, "m": 1.0 }, { "p": 0.07117847353219986, "m": 1.0 }, { "p": 0.07165698707103729, "m": 1.0 }, { "p": 0.07140326499938965, "m": 1.0 }, { "p": 0.07125784456729889, "m": 1.0 }, { "p": 0.07139628380537033, "m": 1.0 }, { "p": 0.07147622108459473, "m": 1.0 }, { "p": 0.0713941901922226, "m": 1.0 }, { "p": 0.07147336006164551, "m": 1.0 }, { "p": 0.0714852511882782, "m": 1.0 }, { "p": 0.07136386632919312, "m": 1.0 }, { "p": 0.07140420377254486, "m": 1.0 }, { "p": 0.07153376936912537, "m": 1.0 }, { "p": 0.0713893473148346, "m": 1.0 } ] }, { "epoch": 108, "train_loss": 2.43399977684021, "val_loss": 0.974970817565918, "acc": 66.96, "time": 253.57334233704023, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07149277627468109, "m": 1.0 }, { "p": 0.07135795801877975, "m": 1.0 }, { "p": 0.07169627398252487, "m": 1.0 }, { "p": 0.07157541811466217, "m": 1.0 }, { "p": 0.07098467648029327, "m": 1.0 }, { "p": 0.0714527815580368, "m": 1.0 }, { "p": 0.07166330516338348, "m": 1.0 }, { "p": 0.07123535871505737, "m": 1.0 }, { "p": 0.0714867040514946, "m": 1.0 }, { "p": 0.07140613347291946, "m": 1.0 }, { "p": 0.07162601500749588, "m": 1.0 }, { "p": 0.07129397988319397, "m": 1.0 }, { "p": 0.07143495231866837, "m": 1.0 }, { "p": 0.0712936595082283, "m": 1.0 } ] }, { "epoch": 109, "train_loss": 1.9581691026687622, "val_loss": 0.9975388646125793, "acc": 66.74, "time": 252.88553068600595, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07151152938604355, "m": 1.0 }, { "p": 0.0713626891374588, "m": 1.0 }, { "p": 0.07142817974090576, "m": 1.0 }, { "p": 0.07148068398237228, "m": 1.0 }, { "p": 0.07138796150684357, "m": 1.0 }, { "p": 0.07124987244606018, "m": 1.0 }, { "p": 0.07123938947916031, "m": 1.0 }, { "p": 0.07146210223436356, "m": 1.0 }, { "p": 0.07150811702013016, "m": 1.0 }, { "p": 0.07141943275928497, "m": 1.0 }, { "p": 0.07140146940946579, "m": 1.0 }, { "p": 0.07164804637432098, "m": 1.0 }, { "p": 0.0715898722410202, "m": 1.0 }, { "p": 0.07131068408489227, "m": 1.0 } ] }, { "epoch": 110, "train_loss": 2.4146761894226074, "val_loss": 0.9711692333221436, "acc": 66.74, "time": 252.84656152804382, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07153889536857605, "m": 1.0 }, { "p": 0.07118652760982513, "m": 1.0 }, { "p": 0.07138938456773758, "m": 1.0 }, { "p": 0.07153371721506119, "m": 1.0 }, { "p": 0.07153049856424332, "m": 1.0 }, { "p": 0.07117895036935806, "m": 1.0 }, { "p": 0.07135587930679321, "m": 1.0 }, { "p": 0.07123132050037384, "m": 1.0 }, { "p": 0.0714849904179573, "m": 1.0 }, { "p": 0.07153452932834625, "m": 1.0 }, { "p": 0.07144105434417725, "m": 1.0 }, { "p": 0.07171368598937988, "m": 1.0 }, { "p": 0.07151079922914505, "m": 1.0 }, { "p": 0.07136976718902588, "m": 1.0 } ] }, { "epoch": 111, "train_loss": 2.4235198497772217, "val_loss": 0.9144048094749451, "acc": 67.75, "time": 253.59449498611502, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07136668264865875, "m": 1.0 }, { "p": 0.07132183760404587, "m": 1.0 }, { "p": 0.0714227706193924, "m": 1.0 }, { "p": 0.07146042585372925, "m": 1.0 }, { "p": 0.07123686373233795, "m": 1.0 }, { "p": 0.07108396291732788, "m": 1.0 }, { "p": 0.07135991007089615, "m": 1.0 }, { "p": 0.07143929600715637, "m": 1.0 }, { "p": 0.07162979990243912, "m": 1.0 }, { "p": 0.07155995815992355, "m": 1.0 }, { "p": 0.07153718173503876, "m": 1.0 }, { "p": 0.07152969390153885, "m": 1.0 }, { "p": 0.07153456658124924, "m": 1.0 }, { "p": 0.07151706516742706, "m": 1.0 } ] }, { "epoch": 112, "train_loss": 2.1693437099456787, "val_loss": 1.0420459508895874, "acc": 66.95, "time": 252.74647364090197, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0715571939945221, "m": 1.0 }, { "p": 0.07138621807098389, "m": 1.0 }, { "p": 0.07159730046987534, "m": 1.0 }, { "p": 0.07159724086523056, "m": 1.0 }, { "p": 0.07113850116729736, "m": 1.0 }, { "p": 0.07122247666120529, "m": 1.0 }, { "p": 0.07149645686149597, "m": 1.0 }, { "p": 0.07143383473157883, "m": 1.0 }, { "p": 0.07137391716241837, "m": 1.0 }, { "p": 0.07148172706365585, "m": 1.0 }, { "p": 0.07151201367378235, "m": 1.0 }, { "p": 0.07143478095531464, "m": 1.0 }, { "p": 0.07144073396921158, "m": 1.0 }, { "p": 0.0713275894522667, "m": 1.0 } ] }, { "epoch": 113, "train_loss": 1.900672197341919, "val_loss": 0.9910871386528015, "acc": 65.06, "time": 252.01656558387913, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07150757312774658, "m": 1.0 }, { "p": 0.07122325152158737, "m": 1.0 }, { "p": 0.07157348841428757, "m": 1.0 }, { "p": 0.07140601426362991, "m": 1.0 }, { "p": 0.0712960734963417, "m": 1.0 }, { "p": 0.07142450660467148, "m": 1.0 }, { "p": 0.07146742939949036, "m": 1.0 }, { "p": 0.07129964977502823, "m": 1.0 }, { "p": 0.07142974436283112, "m": 1.0 }, { "p": 0.0716695785522461, "m": 1.0 }, { "p": 0.07142609357833862, "m": 1.0 }, { "p": 0.07141026854515076, "m": 1.0 }, { "p": 0.07150605320930481, "m": 1.0 }, { "p": 0.07136030495166779, "m": 1.0 } ] }, { "epoch": 114, "train_loss": 2.1624670028686523, "val_loss": 0.8968901634216309, "acc": 67.49, "time": 252.58307512593456, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07149332016706467, "m": 1.0 }, { "p": 0.07141903787851334, "m": 1.0 }, { "p": 0.07131125777959824, "m": 1.0 }, { "p": 0.07129012793302536, "m": 1.0 }, { "p": 0.071490079164505, "m": 1.0 }, { "p": 0.07115806639194489, "m": 1.0 }, { "p": 0.0713951364159584, "m": 1.0 }, { "p": 0.0716070607304573, "m": 1.0 }, { "p": 0.0713888481259346, "m": 1.0 }, { "p": 0.07156150788068771, "m": 1.0 }, { "p": 0.0714707225561142, "m": 1.0 }, { "p": 0.07166101783514023, "m": 1.0 }, { "p": 0.0714946910738945, "m": 1.0 }, { "p": 0.07125918567180634, "m": 1.0 } ] }, { "epoch": 115, "train_loss": 2.2736573219299316, "val_loss": 1.0107358694076538, "acc": 66.44, "time": 252.7808731959667, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07168205827474594, "m": 1.0 }, { "p": 0.07109188288450241, "m": 1.0 }, { "p": 0.0713600367307663, "m": 1.0 }, { "p": 0.07130681723356247, "m": 1.0 }, { "p": 0.0715796947479248, "m": 1.0 }, { "p": 0.07133086770772934, "m": 1.0 }, { "p": 0.07141462713479996, "m": 1.0 }, { "p": 0.07151534408330917, "m": 1.0 }, { "p": 0.07139743119478226, "m": 1.0 }, { "p": 0.07142437994480133, "m": 1.0 }, { "p": 0.0714108943939209, "m": 1.0 }, { "p": 0.07165417820215225, "m": 1.0 }, { "p": 0.07163272798061371, "m": 1.0 }, { "p": 0.07119905948638916, "m": 1.0 } ] }, { "epoch": 116, "train_loss": 2.111907958984375, "val_loss": 1.0065102577209473, "acc": 66.21, "time": 251.81129496498033, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07150143384933472, "m": 1.0 }, { "p": 0.0713624656200409, "m": 1.0 }, { "p": 0.07138971984386444, "m": 1.0 }, { "p": 0.07147780805826187, "m": 1.0 }, { "p": 0.07130204141139984, "m": 1.0 }, { "p": 0.07129751145839691, "m": 1.0 }, { "p": 0.07143109291791916, "m": 1.0 }, { "p": 0.07140632718801498, "m": 1.0 }, { "p": 0.07159053534269333, "m": 1.0 }, { "p": 0.07139606773853302, "m": 1.0 }, { "p": 0.07151463627815247, "m": 1.0 }, { "p": 0.07154726982116699, "m": 1.0 }, { "p": 0.07153526693582535, "m": 1.0 }, { "p": 0.07124784588813782, "m": 1.0 } ] }, { "epoch": 117, "train_loss": 2.3618323802948, "val_loss": 1.0160921812057495, "acc": 66.37, "time": 251.8977914149873, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07152612507343292, "m": 1.0 }, { "p": 0.07128961384296417, "m": 1.0 }, { "p": 0.0714908316731453, "m": 1.0 }, { "p": 0.07151361554861069, "m": 1.0 }, { "p": 0.07124823331832886, "m": 1.0 }, { "p": 0.07139699906110764, "m": 1.0 }, { "p": 0.07144051045179367, "m": 1.0 }, { "p": 0.07149068266153336, "m": 1.0 }, { "p": 0.07137371599674225, "m": 1.0 }, { "p": 0.07139840722084045, "m": 1.0 }, { "p": 0.0713849738240242, "m": 1.0 }, { "p": 0.07159338891506195, "m": 1.0 }, { "p": 0.07133548706769943, "m": 1.0 }, { "p": 0.07151741534471512, "m": 1.0 } ] }, { "epoch": 118, "train_loss": 1.9223965406417847, "val_loss": 0.964394211769104, "acc": 66.34, "time": 253.56409423821606, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07142945379018784, "m": 1.0 }, { "p": 0.07133211195468903, "m": 1.0 }, { "p": 0.07153107970952988, "m": 1.0 }, { "p": 0.0714687630534172, "m": 1.0 }, { "p": 0.07111112028360367, "m": 1.0 }, { "p": 0.0713721364736557, "m": 1.0 }, { "p": 0.07140915840864182, "m": 1.0 }, { "p": 0.07140845060348511, "m": 1.0 }, { "p": 0.07160158455371857, "m": 1.0 }, { "p": 0.07130414247512817, "m": 1.0 }, { "p": 0.07160181552171707, "m": 1.0 }, { "p": 0.07147838920354843, "m": 1.0 }, { "p": 0.0716264620423317, "m": 1.0 }, { "p": 0.07132534682750702, "m": 1.0 } ] }, { "epoch": 119, "train_loss": 2.021315097808838, "val_loss": 0.8850005269050598, "acc": 66.93, "time": 253.17810248211026, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07157203555107117, "m": 1.0 }, { "p": 0.07128303498029709, "m": 1.0 }, { "p": 0.07140172272920609, "m": 1.0 }, { "p": 0.07146767526865005, "m": 1.0 }, { "p": 0.07131867110729218, "m": 1.0 }, { "p": 0.07141195237636566, "m": 1.0 }, { "p": 0.0714530348777771, "m": 1.0 }, { "p": 0.0714523047208786, "m": 1.0 }, { "p": 0.07146263122558594, "m": 1.0 }, { "p": 0.07142070680856705, "m": 1.0 }, { "p": 0.07135207951068878, "m": 1.0 }, { "p": 0.07155725359916687, "m": 1.0 }, { "p": 0.07145880162715912, "m": 1.0 }, { "p": 0.07138807326555252, "m": 1.0 } ] }, { "epoch": 120, "train_loss": 2.4229578971862793, "val_loss": 0.8359522223472595, "acc": 67.25, "time": 253.03625077707693, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07158583402633667, "m": 1.0 }, { "p": 0.07138028740882874, "m": 1.0 }, { "p": 0.07147258520126343, "m": 1.0 }, { "p": 0.07142742723226547, "m": 1.0 }, { "p": 0.07117164134979248, "m": 1.0 }, { "p": 0.07134503126144409, "m": 1.0 }, { "p": 0.07146043330430984, "m": 1.0 }, { "p": 0.07152755558490753, "m": 1.0 }, { "p": 0.07132890075445175, "m": 1.0 }, { "p": 0.07151402533054352, "m": 1.0 }, { "p": 0.07149270921945572, "m": 1.0 }, { "p": 0.07150997221469879, "m": 1.0 }, { "p": 0.07144448906183243, "m": 1.0 }, { "p": 0.07133913040161133, "m": 1.0 } ] }, { "epoch": 121, "train_loss": 2.316261053085327, "val_loss": 0.9412392377853394, "acc": 67.2, "time": 252.81442749197595, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07145868241786957, "m": 1.0 }, { "p": 0.07125455886125565, "m": 1.0 }, { "p": 0.07150746881961823, "m": 1.0 }, { "p": 0.07124864310026169, "m": 1.0 }, { "p": 0.07118169963359833, "m": 1.0 }, { "p": 0.07137325406074524, "m": 1.0 }, { "p": 0.0714327022433281, "m": 1.0 }, { "p": 0.0716363936662674, "m": 1.0 }, { "p": 0.0714433491230011, "m": 1.0 }, { "p": 0.07161293923854828, "m": 1.0 }, { "p": 0.07141957432031631, "m": 1.0 }, { "p": 0.0714985653758049, "m": 1.0 }, { "p": 0.0715446025133133, "m": 1.0 }, { "p": 0.07138761878013611, "m": 1.0 } ] }, { "epoch": 122, "train_loss": 2.3408966064453125, "val_loss": 0.8586022853851318, "acc": 66.15, "time": 253.43884339509532, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07141809910535812, "m": 1.0 }, { "p": 0.07132191956043243, "m": 1.0 }, { "p": 0.0715850293636322, "m": 1.0 }, { "p": 0.0713110938668251, "m": 1.0 }, { "p": 0.07123368978500366, "m": 1.0 }, { "p": 0.07119293510913849, "m": 1.0 }, { "p": 0.0713830292224884, "m": 1.0 }, { "p": 0.07156072556972504, "m": 1.0 }, { "p": 0.07157673686742783, "m": 1.0 }, { "p": 0.07163089513778687, "m": 1.0 }, { "p": 0.07160529494285583, "m": 1.0 }, { "p": 0.07156260311603546, "m": 1.0 }, { "p": 0.07148479670286179, "m": 1.0 }, { "p": 0.07113314419984818, "m": 1.0 } ] }, { "epoch": 123, "train_loss": 1.9710216522216797, "val_loss": 0.9698752760887146, "acc": 67.07, "time": 252.38752797502093, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0714254304766655, "m": 1.0 }, { "p": 0.07120958715677261, "m": 1.0 }, { "p": 0.07163408398628235, "m": 1.0 }, { "p": 0.07135789096355438, "m": 1.0 }, { "p": 0.07162714004516602, "m": 1.0 }, { "p": 0.07136479020118713, "m": 1.0 }, { "p": 0.07150988280773163, "m": 1.0 }, { "p": 0.07124266028404236, "m": 1.0 }, { "p": 0.07142511010169983, "m": 1.0 }, { "p": 0.07140262424945831, "m": 1.0 }, { "p": 0.07143665850162506, "m": 1.0 }, { "p": 0.07153619080781937, "m": 1.0 }, { "p": 0.07158203423023224, "m": 1.0 }, { "p": 0.07124596834182739, "m": 1.0 } ] }, { "epoch": 124, "train_loss": 2.0237743854522705, "val_loss": 0.9587501287460327, "acc": 67.77, "time": 252.2036367522087, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0715809240937233, "m": 1.0 }, { "p": 0.07136279344558716, "m": 1.0 }, { "p": 0.07156305760145187, "m": 1.0 }, { "p": 0.07140806317329407, "m": 1.0 }, { "p": 0.07125212252140045, "m": 1.0 }, { "p": 0.07128677517175674, "m": 1.0 }, { "p": 0.07139021158218384, "m": 1.0 }, { "p": 0.07151564210653305, "m": 1.0 }, { "p": 0.07129207253456116, "m": 1.0 }, { "p": 0.07132691144943237, "m": 1.0 }, { "p": 0.07161210477352142, "m": 1.0 }, { "p": 0.07138179987668991, "m": 1.0 }, { "p": 0.07156091928482056, "m": 1.0 }, { "p": 0.07146655768156052, "m": 1.0 } ] }, { "epoch": 125, "train_loss": 2.355353832244873, "val_loss": 0.9169039130210876, "acc": 66.89, "time": 252.83971023000777, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07146067917346954, "m": 1.0 }, { "p": 0.07130368798971176, "m": 1.0 }, { "p": 0.07144512981176376, "m": 1.0 }, { "p": 0.07123125344514847, "m": 1.0 }, { "p": 0.07119117677211761, "m": 1.0 }, { "p": 0.07120998203754425, "m": 1.0 }, { "p": 0.07130996882915497, "m": 1.0 }, { "p": 0.07141004502773285, "m": 1.0 }, { "p": 0.07166896015405655, "m": 1.0 }, { "p": 0.07149296998977661, "m": 1.0 }, { "p": 0.07164646685123444, "m": 1.0 }, { "p": 0.07174065709114075, "m": 1.0 }, { "p": 0.07166140526533127, "m": 1.0 }, { "p": 0.07122758775949478, "m": 1.0 } ] }, { "epoch": 126, "train_loss": 2.2396340370178223, "val_loss": 0.9350490570068359, "acc": 67.28, "time": 252.57923525688238, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07160015404224396, "m": 1.0 }, { "p": 0.07114984095096588, "m": 1.0 }, { "p": 0.07146617025136948, "m": 1.0 }, { "p": 0.07125233858823776, "m": 1.0 }, { "p": 0.07128426432609558, "m": 1.0 }, { "p": 0.07148578017950058, "m": 1.0 }, { "p": 0.07144536823034286, "m": 1.0 }, { "p": 0.07153874635696411, "m": 1.0 }, { "p": 0.07129731774330139, "m": 1.0 }, { "p": 0.0716739371418953, "m": 1.0 }, { "p": 0.0713798999786377, "m": 1.0 }, { "p": 0.0716843381524086, "m": 1.0 }, { "p": 0.07152935117483139, "m": 1.0 }, { "p": 0.07121247798204422, "m": 1.0 } ] }, { "epoch": 127, "train_loss": 2.0023458003997803, "val_loss": 0.9340444207191467, "acc": 67.17, "time": 251.27999697392806, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07137873768806458, "m": 1.0 }, { "p": 0.07141418009996414, "m": 1.0 }, { "p": 0.07133156806230545, "m": 1.0 }, { "p": 0.07136382907629013, "m": 1.0 }, { "p": 0.07097472250461578, "m": 1.0 }, { "p": 0.07131087779998779, "m": 1.0 }, { "p": 0.07149168103933334, "m": 1.0 }, { "p": 0.07150579243898392, "m": 1.0 }, { "p": 0.07163821160793304, "m": 1.0 }, { "p": 0.07145737111568451, "m": 1.0 }, { "p": 0.07143121212720871, "m": 1.0 }, { "p": 0.07165393233299255, "m": 1.0 }, { "p": 0.07167474180459976, "m": 1.0 }, { "p": 0.07137314230203629, "m": 1.0 } ] }, { "epoch": 128, "train_loss": 1.8106153011322021, "val_loss": 1.0015175342559814, "acc": 68.41, "time": 253.9661054520402, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07157084345817566, "m": 1.0 }, { "p": 0.07136709988117218, "m": 1.0 }, { "p": 0.07161211967468262, "m": 1.0 }, { "p": 0.0713394284248352, "m": 1.0 }, { "p": 0.07095685601234436, "m": 1.0 }, { "p": 0.07132091373205185, "m": 1.0 }, { "p": 0.07136408984661102, "m": 1.0 }, { "p": 0.07133856415748596, "m": 1.0 }, { "p": 0.07171919196844101, "m": 1.0 }, { "p": 0.0714728832244873, "m": 1.0 }, { "p": 0.07146980613470078, "m": 1.0 }, { "p": 0.07143451273441315, "m": 1.0 }, { "p": 0.07167740166187286, "m": 1.0 }, { "p": 0.07135631144046783, "m": 1.0 } ] }, { "epoch": 129, "train_loss": 1.9804502725601196, "val_loss": 0.8221206665039062, "acc": 67.67, "time": 252.44029199890792, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07143504917621613, "m": 1.0 }, { "p": 0.07126950472593307, "m": 1.0 }, { "p": 0.07173857092857361, "m": 1.0 }, { "p": 0.07145756483078003, "m": 1.0 }, { "p": 0.07126762717962265, "m": 1.0 }, { "p": 0.07116521149873734, "m": 1.0 }, { "p": 0.07134683430194855, "m": 1.0 }, { "p": 0.07137440890073776, "m": 1.0 }, { "p": 0.07146947830915451, "m": 1.0 }, { "p": 0.07147624343633652, "m": 1.0 }, { "p": 0.07165402919054031, "m": 1.0 }, { "p": 0.07154431194067001, "m": 1.0 }, { "p": 0.07152024656534195, "m": 1.0 }, { "p": 0.07128095626831055, "m": 1.0 } ] }, { "epoch": 130, "train_loss": 2.055521011352539, "val_loss": 0.9763708710670471, "acc": 66.9, "time": 253.60187553800642, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07148571312427521, "m": 1.0 }, { "p": 0.0713433027267456, "m": 1.0 }, { "p": 0.07128570973873138, "m": 1.0 }, { "p": 0.07137072831392288, "m": 1.0 }, { "p": 0.07140673696994781, "m": 1.0 }, { "p": 0.07127586752176285, "m": 1.0 }, { "p": 0.07147403061389923, "m": 1.0 }, { "p": 0.07147640734910965, "m": 1.0 }, { "p": 0.071470707654953, "m": 1.0 }, { "p": 0.0716056376695633, "m": 1.0 }, { "p": 0.07163267582654953, "m": 1.0 }, { "p": 0.07139457762241364, "m": 1.0 }, { "p": 0.07160211354494095, "m": 1.0 }, { "p": 0.07117582857608795, "m": 1.0 } ] }, { "epoch": 131, "train_loss": 2.259488344192505, "val_loss": 1.0461686849594116, "acc": 67.39, "time": 253.00314711104147, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07170041650533676, "m": 1.0 }, { "p": 0.07113216072320938, "m": 1.0 }, { "p": 0.07135668396949768, "m": 1.0 }, { "p": 0.07134485244750977, "m": 1.0 }, { "p": 0.07124250382184982, "m": 1.0 }, { "p": 0.07142400741577148, "m": 1.0 }, { "p": 0.07148329168558121, "m": 1.0 }, { "p": 0.07144948095083237, "m": 1.0 }, { "p": 0.0715460330247879, "m": 1.0 }, { "p": 0.07138386368751526, "m": 1.0 }, { "p": 0.0712718665599823, "m": 1.0 }, { "p": 0.07172942161560059, "m": 1.0 }, { "p": 0.07155206799507141, "m": 1.0 }, { "p": 0.07138331979513168, "m": 1.0 } ] }, { "epoch": 132, "train_loss": 1.981029748916626, "val_loss": 0.9554252028465271, "acc": 66.93, "time": 252.69553891615942, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07149005681276321, "m": 1.0 }, { "p": 0.07132609933614731, "m": 1.0 }, { "p": 0.07158663868904114, "m": 1.0 }, { "p": 0.07139138877391815, "m": 1.0 }, { "p": 0.07105973362922668, "m": 1.0 }, { "p": 0.07122091203927994, "m": 1.0 }, { "p": 0.0712532326579094, "m": 1.0 }, { "p": 0.07150883972644806, "m": 1.0 }, { "p": 0.07155347615480423, "m": 1.0 }, { "p": 0.07156682014465332, "m": 1.0 }, { "p": 0.07155761867761612, "m": 1.0 }, { "p": 0.07148882746696472, "m": 1.0 }, { "p": 0.07175057381391525, "m": 1.0 }, { "p": 0.0712457224726677, "m": 1.0 } ] }, { "epoch": 133, "train_loss": 2.088252067565918, "val_loss": 0.8241295218467712, "acc": 67.6, "time": 253.16099548107013, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0715155154466629, "m": 1.0 }, { "p": 0.07137151062488556, "m": 1.0 }, { "p": 0.07147933542728424, "m": 1.0 }, { "p": 0.07140639424324036, "m": 1.0 }, { "p": 0.07131152600049973, "m": 1.0 }, { "p": 0.07139193266630173, "m": 1.0 }, { "p": 0.07147595286369324, "m": 1.0 }, { "p": 0.07143713533878326, "m": 1.0 }, { "p": 0.07141217589378357, "m": 1.0 }, { "p": 0.07137208431959152, "m": 1.0 }, { "p": 0.07142993062734604, "m": 1.0 }, { "p": 0.07151003181934357, "m": 1.0 }, { "p": 0.07155954092741013, "m": 1.0 }, { "p": 0.07132694125175476, "m": 1.0 } ] }, { "epoch": 134, "train_loss": 2.0519471168518066, "val_loss": 0.9453931450843811, "acc": 68.53, "time": 251.43080927804112, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07156865298748016, "m": 1.0 }, { "p": 0.07145693153142929, "m": 1.0 }, { "p": 0.07131380587816238, "m": 1.0 }, { "p": 0.07138627022504807, "m": 1.0 }, { "p": 0.07133413106203079, "m": 1.0 }, { "p": 0.07133647799491882, "m": 1.0 }, { "p": 0.07149253785610199, "m": 1.0 }, { "p": 0.07163717597723007, "m": 1.0 }, { "p": 0.07138070464134216, "m": 1.0 }, { "p": 0.07144643366336823, "m": 1.0 }, { "p": 0.07151994854211807, "m": 1.0 }, { "p": 0.07137695699930191, "m": 1.0 }, { "p": 0.07136517763137817, "m": 1.0 }, { "p": 0.07138482481241226, "m": 1.0 } ] }, { "epoch": 135, "train_loss": 1.8082338571548462, "val_loss": 0.8841874003410339, "acc": 67.87, "time": 252.78069949080236, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07158034294843674, "m": 1.0 }, { "p": 0.07135765999555588, "m": 1.0 }, { "p": 0.07141421735286713, "m": 1.0 }, { "p": 0.07157007604837418, "m": 1.0 }, { "p": 0.0713210478425026, "m": 1.0 }, { "p": 0.07127600163221359, "m": 1.0 }, { "p": 0.0714481770992279, "m": 1.0 }, { "p": 0.07137176394462585, "m": 1.0 }, { "p": 0.07150647789239883, "m": 1.0 }, { "p": 0.07130452245473862, "m": 1.0 }, { "p": 0.07154319435358047, "m": 1.0 }, { "p": 0.07154585421085358, "m": 1.0 }, { "p": 0.07152867317199707, "m": 1.0 }, { "p": 0.07123201340436935, "m": 1.0 } ] }, { "epoch": 136, "train_loss": 2.1274585723876953, "val_loss": 0.822787344455719, "acc": 68.72, "time": 252.49965228000656, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0715179294347763, "m": 1.0 }, { "p": 0.07132396101951599, "m": 1.0 }, { "p": 0.0715596005320549, "m": 1.0 }, { "p": 0.07140403985977173, "m": 1.0 }, { "p": 0.07146961241960526, "m": 1.0 }, { "p": 0.07124752551317215, "m": 1.0 }, { "p": 0.07127632945775986, "m": 1.0 }, { "p": 0.07140270620584488, "m": 1.0 }, { "p": 0.07147279381752014, "m": 1.0 }, { "p": 0.07141941040754318, "m": 1.0 }, { "p": 0.07146016508340836, "m": 1.0 }, { "p": 0.07140497118234634, "m": 1.0 }, { "p": 0.07177717983722687, "m": 1.0 }, { "p": 0.07126378268003464, "m": 1.0 } ] }, { "epoch": 137, "train_loss": 2.3115696907043457, "val_loss": 0.8581138849258423, "acc": 67.89, "time": 251.81038846401498, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07150048017501831, "m": 1.0 }, { "p": 0.07112374156713486, "m": 1.0 }, { "p": 0.07144040614366531, "m": 1.0 }, { "p": 0.07140650600194931, "m": 1.0 }, { "p": 0.07136362791061401, "m": 1.0 }, { "p": 0.0716165155172348, "m": 1.0 }, { "p": 0.07137579470872879, "m": 1.0 }, { "p": 0.07131516188383102, "m": 1.0 }, { "p": 0.07157721370458603, "m": 1.0 }, { "p": 0.07160557806491852, "m": 1.0 }, { "p": 0.0715235024690628, "m": 1.0 }, { "p": 0.07143183797597885, "m": 1.0 }, { "p": 0.07148803770542145, "m": 1.0 }, { "p": 0.07123159617185593, "m": 1.0 } ] }, { "epoch": 138, "train_loss": 1.793734073638916, "val_loss": 0.9638996124267578, "acc": 68.29, "time": 253.73276300309226, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07161040604114532, "m": 1.0 }, { "p": 0.07128085941076279, "m": 1.0 }, { "p": 0.0714869499206543, "m": 1.0 }, { "p": 0.07137171924114227, "m": 1.0 }, { "p": 0.07135801017284393, "m": 1.0 }, { "p": 0.07124197483062744, "m": 1.0 }, { "p": 0.07133621722459793, "m": 1.0 }, { "p": 0.07159841060638428, "m": 1.0 }, { "p": 0.07161388546228409, "m": 1.0 }, { "p": 0.07148875296115875, "m": 1.0 }, { "p": 0.07143960893154144, "m": 1.0 }, { "p": 0.07150424271821976, "m": 1.0 }, { "p": 0.07141310721635818, "m": 1.0 }, { "p": 0.07125586271286011, "m": 1.0 } ] }, { "epoch": 139, "train_loss": 2.000380277633667, "val_loss": 1.0036020278930664, "acc": 67.42, "time": 252.08088012295775, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07150803506374359, "m": 1.0 }, { "p": 0.07130716741085052, "m": 1.0 }, { "p": 0.07145187258720398, "m": 1.0 }, { "p": 0.07143588364124298, "m": 1.0 }, { "p": 0.07125231623649597, "m": 1.0 }, { "p": 0.07126050442457199, "m": 1.0 }, { "p": 0.07142145186662674, "m": 1.0 }, { "p": 0.07136782258749008, "m": 1.0 }, { "p": 0.07154513895511627, "m": 1.0 }, { "p": 0.07161660492420197, "m": 1.0 }, { "p": 0.07129566371440887, "m": 1.0 }, { "p": 0.07161156088113785, "m": 1.0 }, { "p": 0.07150043547153473, "m": 1.0 }, { "p": 0.07142547518014908, "m": 1.0 } ] }, { "epoch": 140, "train_loss": 2.0999555587768555, "val_loss": 1.0895992517471313, "acc": 66.7, "time": 253.06870982400142, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07164812088012695, "m": 1.0 }, { "p": 0.07135453075170517, "m": 1.0 }, { "p": 0.07143603265285492, "m": 1.0 }, { "p": 0.07122869044542313, "m": 1.0 }, { "p": 0.0712827518582344, "m": 1.0 }, { "p": 0.07121288776397705, "m": 1.0 }, { "p": 0.07174523174762726, "m": 1.0 }, { "p": 0.0713643804192543, "m": 1.0 }, { "p": 0.07137276977300644, "m": 1.0 }, { "p": 0.07144998013973236, "m": 1.0 }, { "p": 0.07153064757585526, "m": 1.0 }, { "p": 0.0715644583106041, "m": 1.0 }, { "p": 0.07174932211637497, "m": 1.0 }, { "p": 0.0710601732134819, "m": 1.0 } ] }, { "epoch": 141, "train_loss": 1.875525712966919, "val_loss": 0.9725028276443481, "acc": 67.03, "time": 252.4844759379048, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07143620401620865, "m": 1.0 }, { "p": 0.07131166756153107, "m": 1.0 }, { "p": 0.07137972861528397, "m": 1.0 }, { "p": 0.07152991741895676, "m": 1.0 }, { "p": 0.0713467076420784, "m": 1.0 }, { "p": 0.07131854444742203, "m": 1.0 }, { "p": 0.07165270298719406, "m": 1.0 }, { "p": 0.07133041322231293, "m": 1.0 }, { "p": 0.07157045602798462, "m": 1.0 }, { "p": 0.07149092108011246, "m": 1.0 }, { "p": 0.07151933759450912, "m": 1.0 }, { "p": 0.07129370421171188, "m": 1.0 }, { "p": 0.07147976011037827, "m": 1.0 }, { "p": 0.0713399201631546, "m": 1.0 } ] }, { "epoch": 142, "train_loss": 1.9229196310043335, "val_loss": 0.9464343190193176, "acc": 67.55, "time": 252.20500415703282, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0714791864156723, "m": 1.0 }, { "p": 0.07127019017934799, "m": 1.0 }, { "p": 0.07148216664791107, "m": 1.0 }, { "p": 0.07130688428878784, "m": 1.0 }, { "p": 0.07123367488384247, "m": 1.0 }, { "p": 0.07136671245098114, "m": 1.0 }, { "p": 0.07148686051368713, "m": 1.0 }, { "p": 0.07150014489889145, "m": 1.0 }, { "p": 0.07154969125986099, "m": 1.0 }, { "p": 0.07143136113882065, "m": 1.0 }, { "p": 0.07162793725728989, "m": 1.0 }, { "p": 0.07146119326353073, "m": 1.0 }, { "p": 0.07145499438047409, "m": 1.0 }, { "p": 0.07134906202554703, "m": 1.0 } ] }, { "epoch": 143, "train_loss": 1.7392029762268066, "val_loss": 1.0078269243240356, "acc": 67.7, "time": 253.4084217119962, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07140418887138367, "m": 1.0 }, { "p": 0.07148917019367218, "m": 1.0 }, { "p": 0.07142157107591629, "m": 1.0 }, { "p": 0.07139755040407181, "m": 1.0 }, { "p": 0.07134916633367538, "m": 1.0 }, { "p": 0.07119408249855042, "m": 1.0 }, { "p": 0.07152966409921646, "m": 1.0 }, { "p": 0.07153855264186859, "m": 1.0 }, { "p": 0.07163218408823013, "m": 1.0 }, { "p": 0.07133125513792038, "m": 1.0 }, { "p": 0.07131315022706985, "m": 1.0 }, { "p": 0.07143158465623856, "m": 1.0 }, { "p": 0.07160540670156479, "m": 1.0 }, { "p": 0.07136248797178268, "m": 1.0 } ] }, { "epoch": 144, "train_loss": 1.981178641319275, "val_loss": 0.9391869306564331, "acc": 69.1, "time": 253.2975745110307, "mix_dist": 0.800000011920929, "param": [ { "p": 0.0715208351612091, "m": 1.0 }, { "p": 0.07134728133678436, "m": 1.0 }, { "p": 0.07143435627222061, "m": 1.0 }, { "p": 0.07141505926847458, "m": 1.0 }, { "p": 0.07144196331501007, "m": 1.0 }, { "p": 0.07138577103614807, "m": 1.0 }, { "p": 0.07147310674190521, "m": 1.0 }, { "p": 0.07126149535179138, "m": 1.0 }, { "p": 0.07143307477235794, "m": 1.0 }, { "p": 0.07163453102111816, "m": 1.0 }, { "p": 0.07149666547775269, "m": 1.0 }, { "p": 0.07139178365468979, "m": 1.0 }, { "p": 0.07157278805971146, "m": 1.0 }, { "p": 0.07119128853082657, "m": 1.0 } ] }, { "epoch": 145, "train_loss": 2.3011715412139893, "val_loss": 0.9313432574272156, "acc": 66.48, "time": 252.67180652497336, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07166281342506409, "m": 1.0 }, { "p": 0.07167014479637146, "m": 1.0 }, { "p": 0.0715843141078949, "m": 1.0 }, { "p": 0.07125861942768097, "m": 1.0 }, { "p": 0.07124997675418854, "m": 1.0 }, { "p": 0.07110051810741425, "m": 1.0 }, { "p": 0.07121069729328156, "m": 1.0 }, { "p": 0.07127831131219864, "m": 1.0 }, { "p": 0.07138899713754654, "m": 1.0 }, { "p": 0.07138339430093765, "m": 1.0 }, { "p": 0.07147827744483948, "m": 1.0 }, { "p": 0.07136602699756622, "m": 1.0 }, { "p": 0.07179570198059082, "m": 1.0 }, { "p": 0.07157216966152191, "m": 1.0 } ] }, { "epoch": 146, "train_loss": 1.9400298595428467, "val_loss": 0.8759225606918335, "acc": 68.54, "time": 252.79694028384984, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07156367599964142, "m": 1.0 }, { "p": 0.07124228030443192, "m": 1.0 }, { "p": 0.07156921923160553, "m": 1.0 }, { "p": 0.07145985215902328, "m": 1.0 }, { "p": 0.0711730420589447, "m": 1.0 }, { "p": 0.07155121117830276, "m": 1.0 }, { "p": 0.07139470428228378, "m": 1.0 }, { "p": 0.07139981538057327, "m": 1.0 }, { "p": 0.07142744958400726, "m": 1.0 }, { "p": 0.07161916047334671, "m": 1.0 }, { "p": 0.07139737904071808, "m": 1.0 }, { "p": 0.07141764461994171, "m": 1.0 }, { "p": 0.07149084657430649, "m": 1.0 }, { "p": 0.07129368931055069, "m": 1.0 } ] }, { "epoch": 147, "train_loss": 1.9908039569854736, "val_loss": 0.8738364577293396, "acc": 68.52, "time": 252.43000288913026, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07128364592790604, "m": 1.0 }, { "p": 0.07140317559242249, "m": 1.0 }, { "p": 0.07166972756385803, "m": 1.0 }, { "p": 0.07159774750471115, "m": 1.0 }, { "p": 0.07149376720190048, "m": 1.0 }, { "p": 0.07126195728778839, "m": 1.0 }, { "p": 0.07143262028694153, "m": 1.0 }, { "p": 0.07116018235683441, "m": 1.0 }, { "p": 0.07138080149888992, "m": 1.0 }, { "p": 0.07146397978067398, "m": 1.0 }, { "p": 0.07148604094982147, "m": 1.0 }, { "p": 0.0712384283542633, "m": 1.0 }, { "p": 0.0716630071401596, "m": 1.0 }, { "p": 0.0714649111032486, "m": 1.0 } ] }, { "epoch": 148, "train_loss": 2.2123701572418213, "val_loss": 0.9751948118209839, "acc": 68.46, "time": 253.09040884696878, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07126975804567337, "m": 1.0 }, { "p": 0.07113026827573776, "m": 1.0 }, { "p": 0.07144473493099213, "m": 1.0 }, { "p": 0.07118319720029831, "m": 1.0 }, { "p": 0.07150334119796753, "m": 1.0 }, { "p": 0.07136711478233337, "m": 1.0 }, { "p": 0.0715305432677269, "m": 1.0 }, { "p": 0.07136613130569458, "m": 1.0 }, { "p": 0.07161319255828857, "m": 1.0 }, { "p": 0.07147537171840668, "m": 1.0 }, { "p": 0.07162965834140778, "m": 1.0 }, { "p": 0.07139082998037338, "m": 1.0 }, { "p": 0.0715843215584755, "m": 1.0 }, { "p": 0.07151149958372116, "m": 1.0 } ] }, { "epoch": 149, "train_loss": 1.8391754627227783, "val_loss": 0.9371955394744873, "acc": 68.18, "time": 252.40283962292597, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07137658447027206, "m": 1.0 }, { "p": 0.07134648412466049, "m": 1.0 }, { "p": 0.07142303884029388, "m": 1.0 }, { "p": 0.07149181514978409, "m": 1.0 }, { "p": 0.0713101401925087, "m": 1.0 }, { "p": 0.07117299735546112, "m": 1.0 }, { "p": 0.07139001041650772, "m": 1.0 }, { "p": 0.07142134755849838, "m": 1.0 }, { "p": 0.07139768451452255, "m": 1.0 }, { "p": 0.07152456045150757, "m": 1.0 }, { "p": 0.07152222841978073, "m": 1.0 }, { "p": 0.07194983214139938, "m": 1.0 }, { "p": 0.0714767649769783, "m": 1.0 }, { "p": 0.07119648903608322, "m": 1.0 } ] }, { "epoch": 150, "train_loss": 1.8122482299804688, "val_loss": 0.8114861845970154, "acc": 68.5, "time": 253.77465957100503, "mix_dist": 0.800000011920929, "param": [ { "p": 0.07144258171319962, "m": 1.0 }, { "p": 0.07127872854471207, "m": 1.0 }, { "p": 0.0715702697634697, "m": 1.0 }, { "p": 0.07142909616231918, "m": 1.0 }, { "p": 0.07124678790569305, "m": 1.0 }, { "p": 0.07109788060188293, "m": 1.0 }, { "p": 0.07152199745178223, "m": 1.0 }, { "p": 0.07158602774143219, "m": 1.0 }, { "p": 0.07176520675420761, "m": 1.0 }, { "p": 0.07133948802947998, "m": 1.0 }, { "p": 0.07145083695650101, "m": 1.0 }, { "p": 0.0715106651186943, "m": 1.0 }, { "p": 0.07152242213487625, "m": 1.0 }, { "p": 0.07123801112174988, "m": 1.0 } ] } ] }