AntoineH/smart_augmentation
1
0
Fork 0
mirror of https://github.com/AntoineHX/smart_augmentation.git synced 2025-05-04 12:10:45 +02:00
Code Issues Projects Releases Packages Wiki Activity
smart_augmentation/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json
Harle, Antoine (Contracteur) 4166922c34 Rangement
2020-02-28 16:46:37 -05:00

9938 lines
No EOL
164 KiB
JSON
Executable file
Raw Blame History

{
"Accuracy": 71.12,
"Time": [
272.8678530487721,
2.8368706268330945,
41029.091284846014
],
"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": 4.585109710693359,
"val_loss": 2.32004714012146,
"acc": 10.18,
"time": 239.60569405095885,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144621759653091,
"m": 0.5
},
{
"p": 0.07143670320510864,
"m": 0.5
},
{
"p": 0.07141408324241638,
"m": 0.5
},
{
"p": 0.07141315191984177,
"m": 0.5630825757980347
},
{
"p": 0.07143644988536835,
"m": 0.44058510661125183
},
{
"p": 0.07143110036849976,
"m": 0.4411170780658722
},
{
"p": 0.07143522053956985,
"m": 0.4411409795284271
},
{
"p": 0.07143757492303848,
"m": 0.4411141872406006
},
{
"p": 0.07142424583435059,
"m": 0.5690482258796692
},
{
"p": 0.07143062353134155,
"m": 0.566403329372406
},
{
"p": 0.07140381634235382,
"m": 0.5650655031204224
},
{
"p": 0.07143179327249527,
"m": 0.5814411044120789
},
{
"p": 0.07142090797424316,
"m": 0.5
},
{
"p": 0.07143815606832504,
"m": 0.5
}
]
},
{
"epoch": 2,
"train_loss": 4.610754013061523,
"val_loss": 2.30460786819458,
"acc": 10.0,
"time": 272.8078924419824,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142730057239532,
"m": 0.5
},
{
"p": 0.0714331716299057,
"m": 0.5
},
{
"p": 0.07143625617027283,
"m": 0.5
},
{
"p": 0.07143451273441315,
"m": 0.6228659749031067
},
{
"p": 0.07142926752567291,
"m": 0.4883521497249603
},
{
"p": 0.07142353802919388,
"m": 0.4907805919647217
},
{
"p": 0.07142192125320435,
"m": 0.42977914214134216
},
{
"p": 0.07143998146057129,
"m": 0.4746379554271698
},
{
"p": 0.07142086327075958,
"m": 0.46772003173828125
},
{
"p": 0.07142309844493866,
"m": 0.5898123383522034
},
{
"p": 0.07142384350299835,
"m": 0.6651813983917236
},
{
"p": 0.07142210751771927,
"m": 0.6179152727127075
},
{
"p": 0.07142730802297592,
"m": 0.5
},
{
"p": 0.07143687456846237,
"m": 0.5
}
]
},
{
"epoch": 3,
"train_loss": 4.603961944580078,
"val_loss": 2.3065316677093506,
"acc": 10.0,
"time": 271.6507486180053,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142885029315948,
"m": 0.5
},
{
"p": 0.07142842561006546,
"m": 0.5
},
{
"p": 0.07142826914787292,
"m": 0.5
},
{
"p": 0.07142738252878189,
"m": 0.5593062043190002
},
{
"p": 0.0714293047785759,
"m": 0.48415639996528625
},
{
"p": 0.0714283138513565,
"m": 0.6208544969558716
},
{
"p": 0.07142837345600128,
"m": 0.466396689414978
},
{
"p": 0.07142774015665054,
"m": 0.49247974157333374
},
{
"p": 0.07143044471740723,
"m": 0.5680654644966125
},
{
"p": 0.07142835110425949,
"m": 0.6624658703804016
},
{
"p": 0.07142956554889679,
"m": 0.731955349445343
},
{
"p": 0.0714283436536789,
"m": 0.519174337387085
},
{
"p": 0.07142890989780426,
"m": 0.5
},
{
"p": 0.07142774015665054,
"m": 0.5
}
]
},
{
"epoch": 4,
"train_loss": 4.608931541442871,
"val_loss": 2.300241708755493,
"acc": 10.0,
"time": 271.2148685909924,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714285597205162,
"m": 0.5
},
{
"p": 0.07142854481935501,
"m": 0.5
},
{
"p": 0.0714285597205162,
"m": 0.5
},
{
"p": 0.07142861187458038,
"m": 0.5698952078819275
},
{
"p": 0.07142859697341919,
"m": 0.4818574786186218
},
{
"p": 0.07142862677574158,
"m": 0.6466003060340881
},
{
"p": 0.07142860442399979,
"m": 0.4794020354747772
},
{
"p": 0.0714285746216774,
"m": 0.49697697162628174
},
{
"p": 0.0714285746216774,
"m": 0.5708121061325073
},
{
"p": 0.07142848521471024,
"m": 0.6716858744621277
},
{
"p": 0.07142841815948486,
"m": 0.7180312275886536
},
{
"p": 0.07142865657806396,
"m": 0.46482208371162415
},
{
"p": 0.07142864167690277,
"m": 0.5
},
{
"p": 0.07142853736877441,
"m": 0.5
}
]
},
{
"epoch": 5,
"train_loss": 4.606644630432129,
"val_loss": 2.3080077171325684,
"acc": 10.0,
"time": 276.4357064309879,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142836600542068,
"m": 0.5
},
{
"p": 0.07142875343561172,
"m": 0.5
},
{
"p": 0.07142871618270874,
"m": 0.5
},
{
"p": 0.07142853736877441,
"m": 0.5567231774330139
},
{
"p": 0.07142838835716248,
"m": 0.48195981979370117
},
{
"p": 0.07142817229032516,
"m": 0.6580621004104614
},
{
"p": 0.07142787426710129,
"m": 0.4806118309497833
},
{
"p": 0.07142890989780426,
"m": 0.49866026639938354
},
{
"p": 0.07142862677574158,
"m": 0.5340755581855774
},
{
"p": 0.07142876833677292,
"m": 0.6716492772102356
},
{
"p": 0.07142845541238785,
"m": 0.6971696615219116
},
{
"p": 0.0714290514588356,
"m": 0.47527116537094116
},
{
"p": 0.07142885029315948,
"m": 0.5
},
{
"p": 0.07142854481935501,
"m": 0.5
}
]
},
{
"epoch": 6,
"train_loss": 4.5981340408325195,
"val_loss": 2.307487726211548,
"acc": 10.0,
"time": 273.81635250296677,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142854481935501,
"m": 0.5
},
{
"p": 0.07142858952283859,
"m": 0.5
},
{
"p": 0.07142869383096695,
"m": 0.5
},
{
"p": 0.07142862677574158,
"m": 0.5666401386260986
},
{
"p": 0.07142862677574158,
"m": 0.4833897054195404
},
{
"p": 0.07142851501703262,
"m": 0.6592671275138855
},
{
"p": 0.0714285671710968,
"m": 0.4850466251373291
},
{
"p": 0.07142850011587143,
"m": 0.5021475553512573
},
{
"p": 0.07142850756645203,
"m": 0.5352223515510559
},
{
"p": 0.07142851501703262,
"m": 0.6848689913749695
},
{
"p": 0.07142855226993561,
"m": 0.6979696750640869
},
{
"p": 0.07142848521471024,
"m": 0.5113800764083862
},
{
"p": 0.07142859697341919,
"m": 0.5
},
{
"p": 0.07142862677574158,
"m": 0.5
}
]
},
{
"epoch": 7,
"train_loss": 4.617022514343262,
"val_loss": 2.307450294494629,
"acc": 10.0,
"time": 273.4497818539967,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142858952283859,
"m": 0.5
},
{
"p": 0.07142860442399979,
"m": 0.5
},
{
"p": 0.0714285671710968,
"m": 0.5
},
{
"p": 0.07142855226993561,
"m": 0.6687663793563843
},
{
"p": 0.07142870128154755,
"m": 0.6514498591423035
},
{
"p": 0.07142859697341919,
"m": 0.7944546341896057
},
{
"p": 0.07142860442399979,
"m": 0.5128098130226135
},
{
"p": 0.07142855226993561,
"m": 0.5142347812652588
},
{
"p": 0.07142850011587143,
"m": 0.5885522961616516
},
{
"p": 0.0714285746216774,
"m": 0.7599284648895264
},
{
"p": 0.0714285671710968,
"m": 0.6390188336372375
},
{
"p": 0.07142852991819382,
"m": 0.5784611701965332
},
{
"p": 0.07142861932516098,
"m": 0.5
},
{
"p": 0.07142842561006546,
"m": 0.5
}
]
},
{
"epoch": 8,
"train_loss": 4.604126453399658,
"val_loss": 2.3048324584960938,
"acc": 10.0,
"time": 274.14990598801523,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142867892980576,
"m": 0.5
},
{
"p": 0.07142862677574158,
"m": 0.5
},
{
"p": 0.07142850756645203,
"m": 0.5
},
{
"p": 0.07142860442399979,
"m": 0.6762130260467529
},
{
"p": 0.07142855226993561,
"m": 0.6516171097755432
},
{
"p": 0.07142850011587143,
"m": 0.7910352945327759
},
{
"p": 0.07142853736877441,
"m": 0.5173476934432983
},
{
"p": 0.07142860442399979,
"m": 0.5178255438804626
},
{
"p": 0.07142850756645203,
"m": 0.5873709321022034
},
{
"p": 0.0714285671710968,
"m": 0.7704578042030334
},
{
"p": 0.07142866402864456,
"m": 0.6388056874275208
},
{
"p": 0.07142854481935501,
"m": 0.6128858327865601
},
{
"p": 0.07142853736877441,
"m": 0.5
},
{
"p": 0.071428582072258,
"m": 0.5
}
]
},
{
"epoch": 9,
"train_loss": 4.6029181480407715,
"val_loss": 2.305454969406128,
"acc": 10.0,
"time": 272.2981197150075,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.07142866402864456,
"m": 0.5
},
{
"p": 0.071428582072258,
"m": 0.5
},
{
"p": 0.07142841070890427,
"m": 0.6199881434440613
},
{
"p": 0.07142864912748337,
"m": 0.6297393441200256
},
{
"p": 0.07142849266529083,
"m": 0.7374551892280579
},
{
"p": 0.0714285746216774,
"m": 0.5184488892555237
},
{
"p": 0.07142870128154755,
"m": 0.4910072386264801
},
{
"p": 0.07142846286296844,
"m": 0.5270020961761475
},
{
"p": 0.07142859697341919,
"m": 0.8193331956863403
},
{
"p": 0.07142850756645203,
"m": 0.47075146436691284
},
{
"p": 0.07142870128154755,
"m": 0.6186268925666809
},
{
"p": 0.07142840325832367,
"m": 0.5
},
{
"p": 0.07142870128154755,
"m": 0.5
}
]
},
{
"epoch": 10,
"train_loss": 4.6223931312561035,
"val_loss": 2.3016960620880127,
"acc": 10.0,
"time": 273.34114638797473,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142850011587143,
"m": 0.5
},
{
"p": 0.07142861187458038,
"m": 0.5
},
{
"p": 0.07142869383096695,
"m": 0.5
},
{
"p": 0.0714285671710968,
"m": 0.6304832696914673
},
{
"p": 0.07142848521471024,
"m": 0.6306316256523132
},
{
"p": 0.07142854481935501,
"m": 0.7383973598480225
},
{
"p": 0.0714285671710968,
"m": 0.5243279337882996
},
{
"p": 0.07142853736877441,
"m": 0.4960150122642517
},
{
"p": 0.0714285746216774,
"m": 0.5283660888671875
},
{
"p": 0.07142853736877441,
"m": 0.8288059234619141
},
{
"p": 0.07142846286296844,
"m": 0.47197991609573364
},
{
"p": 0.07142867147922516,
"m": 0.6545783877372742
},
{
"p": 0.07142858952283859,
"m": 0.5
},
{
"p": 0.07142864912748337,
"m": 0.5
}
]
},
{
"epoch": 11,
"train_loss": 4.607517719268799,
"val_loss": 2.305551528930664,
"acc": 10.0,
"time": 271.7001359380083,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714285671710968,
"m": 0.5
},
{
"p": 0.07142852246761322,
"m": 0.5
},
{
"p": 0.07142865657806396,
"m": 0.5
},
{
"p": 0.07142853736877441,
"m": 0.6418979167938232
},
{
"p": 0.07142862677574158,
"m": 0.6317489743232727
},
{
"p": 0.07142844051122665,
"m": 0.7399397492408752
},
{
"p": 0.07142852246761322,
"m": 0.5308902859687805
},
{
"p": 0.07142867892980576,
"m": 0.5016776919364929
},
{
"p": 0.07142861187458038,
"m": 0.5293485522270203
},
{
"p": 0.07142862677574158,
"m": 0.8389031291007996
},
{
"p": 0.07142850011587143,
"m": 0.47219032049179077
},
{
"p": 0.0714285671710968,
"m": 0.687961757183075
},
{
"p": 0.07142855226993561,
"m": 0.5
},
{
"p": 0.07142862677574158,
"m": 0.5
}
]
},
{
"epoch": 12,
"train_loss": 4.610113620758057,
"val_loss": 2.3056061267852783,
"acc": 10.0,
"time": 273.023772422981,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142846286296844,
"m": 0.5
},
{
"p": 0.07142855226993561,
"m": 0.5
},
{
"p": 0.07142870128154755,
"m": 0.5
},
{
"p": 0.07142867892980576,
"m": 0.6533882021903992
},
{
"p": 0.07142842561006546,
"m": 0.632748007774353
},
{
"p": 0.07142861932516098,
"m": 0.7412171959877014
},
{
"p": 0.0714285671710968,
"m": 0.5374770760536194
},
{
"p": 0.071428582072258,
"m": 0.5073869228363037
},
{
"p": 0.0714285746216774,
"m": 0.5309897661209106
},
{
"p": 0.07142854481935501,
"m": 0.8488690257072449
},
{
"p": 0.07142853736877441,
"m": 0.4737633466720581
},
{
"p": 0.07142852246761322,
"m": 0.7218166589736938
},
{
"p": 0.07142855226993561,
"m": 0.5
},
{
"p": 0.07142864912748337,
"m": 0.5
}
]
},
{
"epoch": 13,
"train_loss": 4.603920936584473,
"val_loss": 2.2908928394317627,
"acc": 9.98,
"time": 272.4344639350311,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142864912748337,
"m": 0.5
},
{
"p": 0.07142849266529083,
"m": 0.5
},
{
"p": 0.07142861932516098,
"m": 0.5
},
{
"p": 0.07142861932516098,
"m": 0.6655696034431458
},
{
"p": 0.07142864912748337,
"m": 0.63385009765625
},
{
"p": 0.07142863422632217,
"m": 0.7425922751426697
},
{
"p": 0.07142854481935501,
"m": 0.5444648265838623
},
{
"p": 0.07142859697341919,
"m": 0.5134387016296387
},
{
"p": 0.07142841070890427,
"m": 0.5327979326248169
},
{
"p": 0.07142853736877441,
"m": 0.8576374053955078
},
{
"p": 0.07142852246761322,
"m": 0.47539660334587097
},
{
"p": 0.07142853736877441,
"m": 0.754142165184021
},
{
"p": 0.07142853736877441,
"m": 0.5
},
{
"p": 0.07142870128154755,
"m": 0.5
}
]
},
{
"epoch": 14,
"train_loss": 4.606698513031006,
"val_loss": 2.3171005249023438,
"acc": 10.0,
"time": 273.3874088510056,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142850011587143,
"m": 0.5
},
{
"p": 0.07142861932516098,
"m": 0.5
},
{
"p": 0.07142480462789536,
"m": 0.5
},
{
"p": 0.07142683118581772,
"m": 0.6781930327415466
},
{
"p": 0.07142877578735352,
"m": 0.6351900696754456
},
{
"p": 0.07142817974090576,
"m": 0.7435311675071716
},
{
"p": 0.07143134623765945,
"m": 0.5516375303268433
},
{
"p": 0.07143092155456543,
"m": 0.5210461020469666
},
{
"p": 0.07143248617649078,
"m": 0.5452985167503357
},
{
"p": 0.07142511010169983,
"m": 0.8789621591567993
},
{
"p": 0.07143213599920273,
"m": 0.4776369035243988
},
{
"p": 0.07142951339483261,
"m": 0.78073650598526
},
{
"p": 0.07142356783151627,
"m": 0.5
},
{
"p": 0.07142921537160873,
"m": 0.5
}
]
},
{
"epoch": 15,
"train_loss": 4.382896423339844,
"val_loss": 2.123824119567871,
"acc": 19.3,
"time": 272.97680464200675,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142486423254013,
"m": 0.5
},
{
"p": 0.07141605764627457,
"m": 0.5
},
{
"p": 0.07142417877912521,
"m": 0.5
},
{
"p": 0.07143106311559677,
"m": 0.6948528289794922
},
{
"p": 0.07143374532461166,
"m": 0.6382588148117065
},
{
"p": 0.0714331567287445,
"m": 0.747062087059021
},
{
"p": 0.07143623381853104,
"m": 0.5615005493164062
},
{
"p": 0.07143785804510117,
"m": 0.5312330722808838
},
{
"p": 0.07142109423875809,
"m": 0.5470199584960938
},
{
"p": 0.07143353670835495,
"m": 0.8562451004981995
},
{
"p": 0.07141856104135513,
"m": 0.4795595109462738
},
{
"p": 0.07143580168485641,
"m": 0.8362430930137634
},
{
"p": 0.07142811268568039,
"m": 0.5
},
{
"p": 0.07142573595046997,
"m": 0.5
}
]
},
{
"epoch": 16,
"train_loss": 4.338566780090332,
"val_loss": 2.1287143230438232,
"acc": 21.72,
"time": 273.10333938902477,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144176214933395,
"m": 0.5
},
{
"p": 0.07142741978168488,
"m": 0.5
},
{
"p": 0.07143247872591019,
"m": 0.5
},
{
"p": 0.07142224907875061,
"m": 0.7028604745864868
},
{
"p": 0.07142885774374008,
"m": 0.6434029936790466
},
{
"p": 0.07142986357212067,
"m": 0.7608219981193542
},
{
"p": 0.0714331641793251,
"m": 0.570927619934082
},
{
"p": 0.07143660634756088,
"m": 0.5495664477348328
},
{
"p": 0.07143598049879074,
"m": 0.5580931305885315
},
{
"p": 0.0714152604341507,
"m": 0.783848226070404
},
{
"p": 0.07142753154039383,
"m": 0.48021790385246277
},
{
"p": 0.0714346170425415,
"m": 1.0
},
{
"p": 0.07142900675535202,
"m": 0.5
},
{
"p": 0.07140525430440903,
"m": 0.5
}
]
},
{
"epoch": 17,
"train_loss": 4.402299880981445,
"val_loss": 2.0207700729370117,
"acc": 27.03,
"time": 273.4934395279852,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142633199691772,
"m": 0.5
},
{
"p": 0.07142528891563416,
"m": 0.5
},
{
"p": 0.07144460082054138,
"m": 0.5
},
{
"p": 0.0714341551065445,
"m": 0.7174789905548096
},
{
"p": 0.0714295506477356,
"m": 0.6427379250526428
},
{
"p": 0.07142744213342667,
"m": 0.768528163433075
},
{
"p": 0.07143095135688782,
"m": 0.5809625387191772
},
{
"p": 0.07143856585025787,
"m": 0.5633305311203003
},
{
"p": 0.07142394036054611,
"m": 0.560257613658905
},
{
"p": 0.07144413888454437,
"m": 0.665382444858551
},
{
"p": 0.07142221182584763,
"m": 0.48116713762283325
},
{
"p": 0.07142618298530579,
"m": 1.0
},
{
"p": 0.07142942398786545,
"m": 0.5
},
{
"p": 0.07139717042446136,
"m": 0.5
}
]
},
{
"epoch": 18,
"train_loss": 4.236393928527832,
"val_loss": 1.976778507232666,
"acc": 23.45,
"time": 273.7617115260218,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142290472984314,
"m": 0.5
},
{
"p": 0.07142307609319687,
"m": 0.5
},
{
"p": 0.07143761217594147,
"m": 0.5
},
{
"p": 0.07142605632543564,
"m": 0.7291743159294128
},
{
"p": 0.07142431288957596,
"m": 0.6379897594451904
},
{
"p": 0.07142961770296097,
"m": 0.7642208933830261
},
{
"p": 0.07142890244722366,
"m": 0.5883243680000305
},
{
"p": 0.07144168764352798,
"m": 0.5788568258285522
},
{
"p": 0.0714297667145729,
"m": 0.5619511008262634
},
{
"p": 0.07142810523509979,
"m": 0.5179988741874695
},
{
"p": 0.07143236696720123,
"m": 0.48427528142929077
},
{
"p": 0.07144027948379517,
"m": 0.9997869729995728
},
{
"p": 0.07143321633338928,
"m": 0.5
},
{
"p": 0.07140208780765533,
"m": 0.5
}
]
},
{
"epoch": 19,
"train_loss": 4.099297523498535,
"val_loss": 1.8852015733718872,
"acc": 28.7,
"time": 273.4940707969945,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142876088619232,
"m": 0.5
},
{
"p": 0.07141663879156113,
"m": 0.5
},
{
"p": 0.07143975049257278,
"m": 0.5
},
{
"p": 0.07141371071338654,
"m": 0.7319117784500122
},
{
"p": 0.07142484188079834,
"m": 0.6328169703483582
},
{
"p": 0.07139603048563004,
"m": 0.7608775496482849
},
{
"p": 0.07143162935972214,
"m": 0.5952615141868591
},
{
"p": 0.07144835591316223,
"m": 0.5925688147544861
},
{
"p": 0.0714411586523056,
"m": 0.5683128833770752
},
{
"p": 0.07143306732177734,
"m": 0.40188878774642944
},
{
"p": 0.07142797857522964,
"m": 0.48958608508110046
},
{
"p": 0.07146621495485306,
"m": 1.0
},
{
"p": 0.0714365765452385,
"m": 0.5
},
{
"p": 0.07139527052640915,
"m": 0.5
}
]
},
{
"epoch": 20,
"train_loss": 4.138710975646973,
"val_loss": 1.8625929355621338,
"acc": 30.75,
"time": 272.9755989050027,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143956422805786,
"m": 0.5
},
{
"p": 0.07143187522888184,
"m": 0.5
},
{
"p": 0.07141654938459396,
"m": 0.5
},
{
"p": 0.07144017517566681,
"m": 0.716102123260498
},
{
"p": 0.0714583620429039,
"m": 0.6293137669563293
},
{
"p": 0.07142026722431183,
"m": 0.7540286779403687
},
{
"p": 0.07145485281944275,
"m": 0.6027370095252991
},
{
"p": 0.07141467928886414,
"m": 0.6031644344329834
},
{
"p": 0.07143913209438324,
"m": 0.5771404504776001
},
{
"p": 0.07142101973295212,
"m": 0.2891770005226135
},
{
"p": 0.07140471041202545,
"m": 0.48737114667892456
},
{
"p": 0.07142961770296097,
"m": 1.0
},
{
"p": 0.07144074141979218,
"m": 0.5
},
{
"p": 0.07138846814632416,
"m": 0.5
}
]
},
{
"epoch": 21,
"train_loss": 4.328732490539551,
"val_loss": 1.8607364892959595,
"acc": 31.91,
"time": 272.8316254430101,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144816219806671,
"m": 0.5
},
{
"p": 0.07145038992166519,
"m": 0.5
},
{
"p": 0.07141444832086563,
"m": 0.5
},
{
"p": 0.07143603265285492,
"m": 0.7040119767189026
},
{
"p": 0.0714162215590477,
"m": 0.6248063445091248
},
{
"p": 0.07143834978342056,
"m": 0.7254711389541626
},
{
"p": 0.07144667953252792,
"m": 0.6106076836585999
},
{
"p": 0.07141480594873428,
"m": 0.6136616468429565
},
{
"p": 0.07142102718353271,
"m": 0.5807086229324341
},
{
"p": 0.071469746530056,
"m": 0.23460455238819122
},
{
"p": 0.07140159606933594,
"m": 0.4928652048110962
},
{
"p": 0.07142803072929382,
"m": 1.0
},
{
"p": 0.07142970710992813,
"m": 0.5
},
{
"p": 0.07138481736183167,
"m": 0.5
}
]
},
{
"epoch": 22,
"train_loss": 3.82253098487854,
"val_loss": 1.8048640489578247,
"acc": 34.17,
"time": 272.9715070229722,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142090052366257,
"m": 0.5
},
{
"p": 0.07140669971704483,
"m": 0.5
},
{
"p": 0.07141126692295074,
"m": 0.5
},
{
"p": 0.07145331799983978,
"m": 0.6685999631881714
},
{
"p": 0.07144314795732498,
"m": 0.6089298725128174
},
{
"p": 0.07143443822860718,
"m": 0.717815101146698
},
{
"p": 0.07141822576522827,
"m": 0.6188179850578308
},
{
"p": 0.07144606113433838,
"m": 0.613099217414856
},
{
"p": 0.07146584987640381,
"m": 0.5874622464179993
},
{
"p": 0.07144244760274887,
"m": 0.2676296830177307
},
{
"p": 0.07142166048288345,
"m": 0.49768614768981934
},
{
"p": 0.07142525911331177,
"m": 0.9935532808303833
},
{
"p": 0.07142292708158493,
"m": 0.5
},
{
"p": 0.07138783484697342,
"m": 0.5
}
]
},
{
"epoch": 23,
"train_loss": 3.7962660789489746,
"val_loss": 1.7897109985351562,
"acc": 33.71,
"time": 273.815264984034,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144936174154282,
"m": 0.5
},
{
"p": 0.07139454782009125,
"m": 0.5
},
{
"p": 0.07144168019294739,
"m": 0.5
},
{
"p": 0.07142873853445053,
"m": 0.6381486058235168
},
{
"p": 0.07142776995897293,
"m": 0.5868149399757385
},
{
"p": 0.07140230387449265,
"m": 0.725786030292511
},
{
"p": 0.07143624871969223,
"m": 0.6221710443496704
},
{
"p": 0.07146374136209488,
"m": 0.617359459400177
},
{
"p": 0.0714292973279953,
"m": 0.5895035266876221
},
{
"p": 0.07141920924186707,
"m": 0.3333209455013275
},
{
"p": 0.07145680487155914,
"m": 0.49824124574661255
},
{
"p": 0.07144957035779953,
"m": 0.9983422160148621
},
{
"p": 0.07145184278488159,
"m": 0.5
},
{
"p": 0.07134890556335449,
"m": 0.5
}
]
},
{
"epoch": 24,
"train_loss": 3.722297430038452,
"val_loss": 1.6206583976745605,
"acc": 37.86,
"time": 272.2878114450141,
"mix_dist": 0.5,
"param": [
{
"p": 0.07145321369171143,
"m": 0.5
},
{
"p": 0.07143273949623108,
"m": 0.5
},
{
"p": 0.07145342230796814,
"m": 0.5
},
{
"p": 0.07141976803541183,
"m": 0.621526837348938
},
{
"p": 0.07141845673322678,
"m": 0.5800089240074158
},
{
"p": 0.07141012698411942,
"m": 0.7476208209991455
},
{
"p": 0.07142825424671173,
"m": 0.6222195029258728
},
{
"p": 0.07143761217594147,
"m": 0.6330127120018005
},
{
"p": 0.07143737375736237,
"m": 0.596038281917572
},
{
"p": 0.07142729312181473,
"m": 0.42315128445625305
},
{
"p": 0.0714244693517685,
"m": 0.48814141750335693
},
{
"p": 0.07144641131162643,
"m": 1.0
},
{
"p": 0.07142265886068344,
"m": 0.5
},
{
"p": 0.07138819247484207,
"m": 0.5
}
]
},
{
"epoch": 25,
"train_loss": 3.8949689865112305,
"val_loss": 1.6742480993270874,
"acc": 35.02,
"time": 272.75621151097585,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714164599776268,
"m": 0.5
},
{
"p": 0.07142898440361023,
"m": 0.5
},
{
"p": 0.07141033560037613,
"m": 0.5
},
{
"p": 0.07143290340900421,
"m": 0.5725461840629578
},
{
"p": 0.07147546112537384,
"m": 0.5733484029769897
},
{
"p": 0.07146277278661728,
"m": 0.7583776116371155
},
{
"p": 0.07145267724990845,
"m": 0.6283635497093201
},
{
"p": 0.07141454517841339,
"m": 0.6514663696289062
},
{
"p": 0.07141511142253876,
"m": 0.5839759111404419
},
{
"p": 0.07143223285675049,
"m": 0.48153233528137207
},
{
"p": 0.07141928374767303,
"m": 0.4915803074836731
},
{
"p": 0.0714094266295433,
"m": 0.9903861284255981
},
{
"p": 0.07144493609666824,
"m": 0.5
},
{
"p": 0.07138486206531525,
"m": 0.5
}
]
},
{
"epoch": 26,
"train_loss": 3.951805591583252,
"val_loss": 1.6324114799499512,
"acc": 39.79,
"time": 272.3260284739663,
"mix_dist": 0.5,
"param": [
{
"p": 0.07145949453115463,
"m": 0.5
},
{
"p": 0.07137801498174667,
"m": 0.5
},
{
"p": 0.0714339166879654,
"m": 0.5
},
{
"p": 0.07143931090831757,
"m": 0.580987274646759
},
{
"p": 0.07143960148096085,
"m": 0.5516743063926697
},
{
"p": 0.07138971984386444,
"m": 0.7960747480392456
},
{
"p": 0.0714486613869667,
"m": 0.635603666305542
},
{
"p": 0.07143914699554443,
"m": 0.6578242778778076
},
{
"p": 0.07141800969839096,
"m": 0.5934197902679443
},
{
"p": 0.0714339166879654,
"m": 0.45458558201789856
},
{
"p": 0.07143926620483398,
"m": 0.49508213996887207
},
{
"p": 0.07144830375909805,
"m": 0.9948455095291138
},
{
"p": 0.07144356518983841,
"m": 0.5
},
{
"p": 0.07138905674219131,
"m": 0.5
}
]
},
{
"epoch": 27,
"train_loss": 3.679551601409912,
"val_loss": 1.5882655382156372,
"acc": 41.13,
"time": 274.41527744499035,
"mix_dist": 0.5,
"param": [
{
"p": 0.071443572640419,
"m": 0.5
},
{
"p": 0.07142769545316696,
"m": 0.5
},
{
"p": 0.07142875343561172,
"m": 0.5
},
{
"p": 0.0714239776134491,
"m": 0.6154687404632568
},
{
"p": 0.07140068709850311,
"m": 0.5417141914367676
},
{
"p": 0.0714162290096283,
"m": 0.7964850068092346
},
{
"p": 0.07144048064947128,
"m": 0.6499504446983337
},
{
"p": 0.07143594324588776,
"m": 0.6757094264030457
},
{
"p": 0.07142423838376999,
"m": 0.6035701036453247
},
{
"p": 0.07143616676330566,
"m": 0.41732680797576904
},
{
"p": 0.07144820690155029,
"m": 0.4989728033542633
},
{
"p": 0.07143997400999069,
"m": 0.9883489608764648
},
{
"p": 0.07141716778278351,
"m": 0.5
},
{
"p": 0.07141689956188202,
"m": 0.5
}
]
},
{
"epoch": 28,
"train_loss": 3.7821762561798096,
"val_loss": 1.884660243988037,
"acc": 34.3,
"time": 275.00160790397786,
"mix_dist": 0.5,
"param": [
{
"p": 0.07139015197753906,
"m": 0.5
},
{
"p": 0.07140231877565384,
"m": 0.5
},
{
"p": 0.07136809825897217,
"m": 0.5
},
{
"p": 0.07140786200761795,
"m": 0.5923715233802795
},
{
"p": 0.0714535266160965,
"m": 0.5218563079833984
},
{
"p": 0.0714576467871666,
"m": 0.8484751582145691
},
{
"p": 0.07143782824277878,
"m": 0.6442633271217346
},
{
"p": 0.07148432731628418,
"m": 0.6810016632080078
},
{
"p": 0.07140925526618958,
"m": 0.6145536303520203
},
{
"p": 0.07144666463136673,
"m": 0.39115774631500244
},
{
"p": 0.07144702970981598,
"m": 0.5107401013374329
},
{
"p": 0.0714409202337265,
"m": 0.9981182813644409
},
{
"p": 0.07146419584751129,
"m": 0.5
},
{
"p": 0.07139024138450623,
"m": 0.5
}
]
},
{
"epoch": 29,
"train_loss": 3.7049546241760254,
"val_loss": 1.566222906112671,
"acc": 44.58,
"time": 273.0994446160039,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143491506576538,
"m": 0.5
},
{
"p": 0.07139407843351364,
"m": 0.5
},
{
"p": 0.07143702358007431,
"m": 0.5
},
{
"p": 0.07142740488052368,
"m": 0.6068921089172363
},
{
"p": 0.07140675187110901,
"m": 0.511188268661499
},
{
"p": 0.07141264528036118,
"m": 0.8247441649436951
},
{
"p": 0.07144526392221451,
"m": 0.6576534509658813
},
{
"p": 0.07147166877985,
"m": 0.6898588538169861
},
{
"p": 0.07143043726682663,
"m": 0.6060273051261902
},
{
"p": 0.0714552104473114,
"m": 0.32915782928466797
},
{
"p": 0.07144076377153397,
"m": 0.5216285586357117
},
{
"p": 0.07144547998905182,
"m": 1.0
},
{
"p": 0.07141538709402084,
"m": 0.5
},
{
"p": 0.07138294726610184,
"m": 0.5
}
]
},
{
"epoch": 30,
"train_loss": 3.72182035446167,
"val_loss": 1.4345879554748535,
"acc": 44.56,
"time": 274.4635899969726,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714346170425415,
"m": 0.5
},
{
"p": 0.07142158597707748,
"m": 0.5
},
{
"p": 0.07144562155008316,
"m": 0.5
},
{
"p": 0.07146891951560974,
"m": 0.5726944804191589
},
{
"p": 0.07146298140287399,
"m": 0.5096752643585205
},
{
"p": 0.07139977812767029,
"m": 0.8162389397621155
},
{
"p": 0.07142587006092072,
"m": 0.6752493381500244
},
{
"p": 0.07143553346395493,
"m": 0.6826669573783875
},
{
"p": 0.07144485414028168,
"m": 0.627517580986023
},
{
"p": 0.07138987630605698,
"m": 0.3615308403968811
},
{
"p": 0.07145391404628754,
"m": 0.5330229997634888
},
{
"p": 0.07141250371932983,
"m": 0.971660852432251
},
{
"p": 0.07142722606658936,
"m": 0.5
},
{
"p": 0.0713767483830452,
"m": 0.5
}
]
},
{
"epoch": 31,
"train_loss": 3.4411678314208984,
"val_loss": 1.6115456819534302,
"acc": 40.96,
"time": 273.72377939597936,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143015414476395,
"m": 0.5
},
{
"p": 0.0714016854763031,
"m": 0.5
},
{
"p": 0.071465402841568,
"m": 0.5
},
{
"p": 0.07144036144018173,
"m": 0.6134963631629944
},
{
"p": 0.07144306600093842,
"m": 0.5139697194099426
},
{
"p": 0.07140783220529556,
"m": 0.8305333256721497
},
{
"p": 0.07142461836338043,
"m": 0.6566088199615479
},
{
"p": 0.07145435363054276,
"m": 0.6901949048042297
},
{
"p": 0.07140062749385834,
"m": 0.6331536769866943
},
{
"p": 0.07144998013973236,
"m": 0.396024227142334
},
{
"p": 0.07144328206777573,
"m": 0.5372068881988525
},
{
"p": 0.07142716646194458,
"m": 0.9993619918823242
},
{
"p": 0.07144835591316223,
"m": 0.5
},
{
"p": 0.07136304676532745,
"m": 0.5
}
]
},
{
"epoch": 32,
"train_loss": 3.5427815914154053,
"val_loss": 1.5992430448532104,
"acc": 45.13,
"time": 274.2249775970122,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144870609045029,
"m": 0.5
},
{
"p": 0.07135798037052155,
"m": 0.5
},
{
"p": 0.07142243534326553,
"m": 0.5
},
{
"p": 0.0714283362030983,
"m": 0.6122652888298035
},
{
"p": 0.0714154839515686,
"m": 0.48846521973609924
},
{
"p": 0.07141895592212677,
"m": 0.8059218525886536
},
{
"p": 0.07143788039684296,
"m": 0.6630848050117493
},
{
"p": 0.07143937796354294,
"m": 0.694744348526001
},
{
"p": 0.07142537087202072,
"m": 0.6466947793960571
},
{
"p": 0.0714360922574997,
"m": 0.40966787934303284
},
{
"p": 0.07147090137004852,
"m": 0.549486517906189
},
{
"p": 0.07145806401968002,
"m": 0.9831741452217102
},
{
"p": 0.07144401967525482,
"m": 0.5
},
{
"p": 0.0713963508605957,
"m": 0.5
}
]
},
{
"epoch": 33,
"train_loss": 3.40352201461792,
"val_loss": 1.5026812553405762,
"acc": 41.37,
"time": 274.17495283298194,
"mix_dist": 0.5,
"param": [
{
"p": 0.07147670537233353,
"m": 0.5
},
{
"p": 0.07138324528932571,
"m": 0.5
},
{
"p": 0.07144763320684433,
"m": 0.5
},
{
"p": 0.0714406743645668,
"m": 0.5865945219993591
},
{
"p": 0.07146760076284409,
"m": 0.4926644265651703
},
{
"p": 0.07139784097671509,
"m": 0.7893901467323303
},
{
"p": 0.07141392678022385,
"m": 0.662868082523346
},
{
"p": 0.07138261944055557,
"m": 0.6903074979782104
},
{
"p": 0.07144592702388763,
"m": 0.6554840207099915
},
{
"p": 0.07143615186214447,
"m": 0.37180519104003906
},
{
"p": 0.07142335176467896,
"m": 0.5645153522491455
},
{
"p": 0.07144998013973236,
"m": 0.9805508852005005
},
{
"p": 0.07143279910087585,
"m": 0.5
},
{
"p": 0.07140160351991653,
"m": 0.5
}
]
},
{
"epoch": 34,
"train_loss": 3.7015881538391113,
"val_loss": 1.5881481170654297,
"acc": 47.01,
"time": 271.8920358589967,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143663614988327,
"m": 0.5
},
{
"p": 0.07138466835021973,
"m": 0.5
},
{
"p": 0.0714460015296936,
"m": 0.5
},
{
"p": 0.07143618911504745,
"m": 0.5816386938095093
},
{
"p": 0.07138810306787491,
"m": 0.5016412734985352
},
{
"p": 0.0714201033115387,
"m": 0.8762444257736206
},
{
"p": 0.07144501060247421,
"m": 0.6699051856994629
},
{
"p": 0.07144347578287125,
"m": 0.7008379101753235
},
{
"p": 0.07143595814704895,
"m": 0.6607031226158142
},
{
"p": 0.07142456620931625,
"m": 0.38208502531051636
},
{
"p": 0.07145100086927414,
"m": 0.5705593824386597
},
{
"p": 0.07144101709127426,
"m": 0.9962667226791382
},
{
"p": 0.07148427516222,
"m": 0.5
},
{
"p": 0.07136298716068268,
"m": 0.5
}
]
},
{
"epoch": 35,
"train_loss": 3.6220438480377197,
"val_loss": 1.4586334228515625,
"acc": 47.24,
"time": 273.7886478540022,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144850492477417,
"m": 0.5
},
{
"p": 0.07140587270259857,
"m": 0.5
},
{
"p": 0.07145562022924423,
"m": 0.5
},
{
"p": 0.07141073048114777,
"m": 0.57651686668396
},
{
"p": 0.07141255587339401,
"m": 0.49029701948165894
},
{
"p": 0.07142437994480133,
"m": 0.9144869446754456
},
{
"p": 0.0714738592505455,
"m": 0.6646215915679932
},
{
"p": 0.07142742723226547,
"m": 0.722993791103363
},
{
"p": 0.07145137339830399,
"m": 0.6659563183784485
},
{
"p": 0.07143665850162506,
"m": 0.3843008875846863
},
{
"p": 0.07141600549221039,
"m": 0.5799078345298767
},
{
"p": 0.07144907116889954,
"m": 0.9940901398658752
},
{
"p": 0.07140791416168213,
"m": 0.5
},
{
"p": 0.07138001173734665,
"m": 0.5
}
]
},
{
"epoch": 36,
"train_loss": 3.4733502864837646,
"val_loss": 1.4376904964447021,
"acc": 49.14,
"time": 272.9964541249792,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142136245965958,
"m": 0.5
},
{
"p": 0.07142073661088943,
"m": 0.5
},
{
"p": 0.07143142074346542,
"m": 0.5
},
{
"p": 0.07142127305269241,
"m": 0.6391175389289856
},
{
"p": 0.0714370459318161,
"m": 0.48172229528427124
},
{
"p": 0.07141916453838348,
"m": 0.924517810344696
},
{
"p": 0.0714428573846817,
"m": 0.6813246011734009
},
{
"p": 0.07144048810005188,
"m": 0.7468867897987366
},
{
"p": 0.07143513858318329,
"m": 0.6713091135025024
},
{
"p": 0.07144745439291,
"m": 0.3405892848968506
},
{
"p": 0.07142354547977448,
"m": 0.5937562584877014
},
{
"p": 0.07143702358007431,
"m": 1.0
},
{
"p": 0.07145965844392776,
"m": 0.5
},
{
"p": 0.07136285305023193,
"m": 0.5
}
]
},
{
"epoch": 37,
"train_loss": 3.4904274940490723,
"val_loss": 1.4900987148284912,
"acc": 47.74,
"time": 271.4701801299816,
"mix_dist": 0.5,
"param": [
{
"p": 0.07141080498695374,
"m": 0.5
},
{
"p": 0.07138767093420029,
"m": 0.5
},
{
"p": 0.07139230519533157,
"m": 0.5
},
{
"p": 0.07146777212619781,
"m": 0.6428207159042358
},
{
"p": 0.0714627057313919,
"m": 0.4879486858844757
},
{
"p": 0.07142891734838486,
"m": 0.9062143564224243
},
{
"p": 0.07143111526966095,
"m": 0.6747647523880005
},
{
"p": 0.07144958525896072,
"m": 0.7468319535255432
},
{
"p": 0.07138868421316147,
"m": 0.6707025170326233
},
{
"p": 0.07143553346395493,
"m": 0.3414103090763092
},
{
"p": 0.07143110036849976,
"m": 0.615140438079834
},
{
"p": 0.07144130021333694,
"m": 0.9943002462387085
},
{
"p": 0.0714830681681633,
"m": 0.5
},
{
"p": 0.07138945907354355,
"m": 0.5
}
]
},
{
"epoch": 38,
"train_loss": 3.529026508331299,
"val_loss": 1.4836136102676392,
"acc": 46.67,
"time": 272.8242025100044,
"mix_dist": 0.5,
"param": [
{
"p": 0.07147841900587082,
"m": 0.5
},
{
"p": 0.07141124457120895,
"m": 0.5
},
{
"p": 0.07141342014074326,
"m": 0.5
},
{
"p": 0.07145410031080246,
"m": 0.613444983959198
},
{
"p": 0.07143386453390121,
"m": 0.4887882173061371
},
{
"p": 0.0713982880115509,
"m": 0.923399806022644
},
{
"p": 0.07140839099884033,
"m": 0.6734219789505005
},
{
"p": 0.07145047932863235,
"m": 0.7360008358955383
},
{
"p": 0.07144279032945633,
"m": 0.6956724524497986
},
{
"p": 0.0714406669139862,
"m": 0.31994426250457764
},
{
"p": 0.07141900062561035,
"m": 0.6294009685516357
},
{
"p": 0.07142361253499985,
"m": 0.9980663061141968
},
{
"p": 0.07145757973194122,
"m": 0.5
},
{
"p": 0.07136818766593933,
"m": 0.5
}
]
},
{
"epoch": 39,
"train_loss": 3.467423915863037,
"val_loss": 1.4302341938018799,
"acc": 49.04,
"time": 272.8150098269689,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144997268915176,
"m": 0.5
},
{
"p": 0.07143238186836243,
"m": 0.5
},
{
"p": 0.07141506671905518,
"m": 0.5
},
{
"p": 0.07147373259067535,
"m": 0.6123137474060059
},
{
"p": 0.07147243618965149,
"m": 0.4807417392730713
},
{
"p": 0.0713861957192421,
"m": 0.9301832318305969
},
{
"p": 0.0714121013879776,
"m": 0.7079914808273315
},
{
"p": 0.07140938192605972,
"m": 0.7203265428543091
},
{
"p": 0.0714421421289444,
"m": 0.6866249442100525
},
{
"p": 0.07145609706640244,
"m": 0.348727285861969
},
{
"p": 0.07144192606210709,
"m": 0.6176778078079224
},
{
"p": 0.07139889895915985,
"m": 0.9720252752304077
},
{
"p": 0.0714460089802742,
"m": 0.5
},
{
"p": 0.07136373966932297,
"m": 0.5
}
]
},
{
"epoch": 40,
"train_loss": 3.3504014015197754,
"val_loss": 1.412207007408142,
"acc": 51.84,
"time": 273.3704222739907,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144081592559814,
"m": 0.5
},
{
"p": 0.07142014056444168,
"m": 0.5
},
{
"p": 0.07145532965660095,
"m": 0.5
},
{
"p": 0.07146629691123962,
"m": 0.6705698370933533
},
{
"p": 0.07141603529453278,
"m": 0.4718598425388336
},
{
"p": 0.07140403240919113,
"m": 0.9086964726448059
},
{
"p": 0.07140541076660156,
"m": 0.7423042058944702
},
{
"p": 0.07140152156352997,
"m": 0.7151702046394348
},
{
"p": 0.07145719975233078,
"m": 0.6831637024879456
},
{
"p": 0.07144620269536972,
"m": 0.2934820353984833
},
{
"p": 0.0714709535241127,
"m": 0.6247840523719788
},
{
"p": 0.07142680138349533,
"m": 0.9710837602615356
},
{
"p": 0.07143887132406235,
"m": 0.5
},
{
"p": 0.07135039567947388,
"m": 0.5
}
]
},
{
"epoch": 41,
"train_loss": 3.172591209411621,
"val_loss": 1.4053353071212769,
"acc": 50.58,
"time": 272.25148086302215,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714685469865799,
"m": 0.5
},
{
"p": 0.07134432345628738,
"m": 0.5
},
{
"p": 0.07137635350227356,
"m": 0.5
},
{
"p": 0.07141966372728348,
"m": 0.6473307609558105
},
{
"p": 0.0714709684252739,
"m": 0.4589731991291046
},
{
"p": 0.07137937843799591,
"m": 0.9444515705108643
},
{
"p": 0.07147316634654999,
"m": 0.7696256041526794
},
{
"p": 0.071418397128582,
"m": 0.728411078453064
},
{
"p": 0.07149296253919601,
"m": 0.6968681812286377
},
{
"p": 0.07145653665065765,
"m": 0.27960914373397827
},
{
"p": 0.07146561145782471,
"m": 0.6537087559700012
},
{
"p": 0.07144168019294739,
"m": 0.9909924864768982
},
{
"p": 0.07143973559141159,
"m": 0.5
},
{
"p": 0.07135267555713654,
"m": 0.5
}
]
},
{
"epoch": 42,
"train_loss": 3.425384283065796,
"val_loss": 1.3558293581008911,
"acc": 51.67,
"time": 274.44056844100123,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144230604171753,
"m": 0.5
},
{
"p": 0.07139752060174942,
"m": 0.5
},
{
"p": 0.07144429534673691,
"m": 0.5
},
{
"p": 0.07143377512693405,
"m": 0.6624523997306824
},
{
"p": 0.07140422612428665,
"m": 0.43275198340415955
},
{
"p": 0.07141408324241638,
"m": 0.9359779357910156
},
{
"p": 0.07145815342664719,
"m": 0.7894327044487
},
{
"p": 0.07143722474575043,
"m": 0.7479016184806824
},
{
"p": 0.07144130021333694,
"m": 0.6912099719047546
},
{
"p": 0.07143525779247284,
"m": 0.18384917080402374
},
{
"p": 0.07144225388765335,
"m": 0.6852242350578308
},
{
"p": 0.0714566633105278,
"m": 0.9953604340553284
},
{
"p": 0.07143718004226685,
"m": 0.5
},
{
"p": 0.07135572284460068,
"m": 0.5
}
]
},
{
"epoch": 43,
"train_loss": 3.3420944213867188,
"val_loss": 1.332383632659912,
"acc": 53.33,
"time": 273.6559826449957,
"mix_dist": 0.5,
"param": [
{
"p": 0.07146686315536499,
"m": 0.5
},
{
"p": 0.07140830904245377,
"m": 0.5
},
{
"p": 0.07146701216697693,
"m": 0.5
},
{
"p": 0.07144472002983093,
"m": 0.6805419921875
},
{
"p": 0.07141997665166855,
"m": 0.40800461173057556
},
{
"p": 0.07135230302810669,
"m": 0.8952340483665466
},
{
"p": 0.07144571840763092,
"m": 0.7845247983932495
},
{
"p": 0.07146024703979492,
"m": 0.7606790065765381
},
{
"p": 0.07143989205360413,
"m": 0.6780699491500854
},
{
"p": 0.07143322378396988,
"m": 0.22702771425247192
},
{
"p": 0.07142432034015656,
"m": 0.6921312212944031
},
{
"p": 0.07141830772161484,
"m": 1.0
},
{
"p": 0.07143927365541458,
"m": 0.5
},
{
"p": 0.07137981802225113,
"m": 0.5
}
]
},
{
"epoch": 44,
"train_loss": 3.278501272201538,
"val_loss": 1.3395721912384033,
"acc": 51.1,
"time": 274.33178837096784,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144481688737869,
"m": 0.5
},
{
"p": 0.0713629201054573,
"m": 0.5
},
{
"p": 0.07145874202251434,
"m": 0.5
},
{
"p": 0.07138875126838684,
"m": 0.7302546501159668
},
{
"p": 0.07142813503742218,
"m": 0.39342042803764343
},
{
"p": 0.07139673829078674,
"m": 0.7863051891326904
},
{
"p": 0.07143153995275497,
"m": 0.8105508089065552
},
{
"p": 0.07144865393638611,
"m": 0.7533167004585266
},
{
"p": 0.07146362215280533,
"m": 0.6784815192222595
},
{
"p": 0.07143361121416092,
"m": 0.2282024472951889
},
{
"p": 0.07143910229206085,
"m": 0.7041696906089783
},
{
"p": 0.07146383821964264,
"m": 1.0
},
{
"p": 0.07147504389286041,
"m": 0.5
},
{
"p": 0.07136447727680206,
"m": 0.5
}
]
},
{
"epoch": 45,
"train_loss": 3.0290794372558594,
"val_loss": 1.3273690938949585,
"acc": 51.21,
"time": 273.68087301100604,
"mix_dist": 0.5,
"param": [
{
"p": 0.07141035795211792,
"m": 0.5
},
{
"p": 0.07133163511753082,
"m": 0.5
},
{
"p": 0.07140696048736572,
"m": 0.5
},
{
"p": 0.07152599841356277,
"m": 0.7342206239700317
},
{
"p": 0.07143311947584152,
"m": 0.39851856231689453
},
{
"p": 0.0714571624994278,
"m": 0.6946555376052856
},
{
"p": 0.07145846635103226,
"m": 0.8105410933494568
},
{
"p": 0.07146956026554108,
"m": 0.7648347616195679
},
{
"p": 0.07139108330011368,
"m": 0.6997250914573669
},
{
"p": 0.07141803205013275,
"m": 0.1964385062456131
},
{
"p": 0.07145075500011444,
"m": 0.7327414751052856
},
{
"p": 0.07140868157148361,
"m": 0.9816831946372986
},
{
"p": 0.07144434005022049,
"m": 0.5
},
{
"p": 0.07139384746551514,
"m": 0.5
}
]
},
{
"epoch": 46,
"train_loss": 3.3315703868865967,
"val_loss": 1.2899192571640015,
"acc": 54.38,
"time": 272.4782648910186,
"mix_dist": 0.5,
"param": [
{
"p": 0.07146032899618149,
"m": 0.5
},
{
"p": 0.0714094340801239,
"m": 0.5
},
{
"p": 0.07142648100852966,
"m": 0.5
},
{
"p": 0.07144858688116074,
"m": 0.7589696645736694
},
{
"p": 0.07143686711788177,
"m": 0.41146320104599
},
{
"p": 0.07138466835021973,
"m": 0.7300485968589783
},
{
"p": 0.07143184542655945,
"m": 0.8352136015892029
},
{
"p": 0.07143440842628479,
"m": 0.7887495756149292
},
{
"p": 0.07147113978862762,
"m": 0.6926442980766296
},
{
"p": 0.0714157223701477,
"m": 0.16392548382282257
},
{
"p": 0.07146433740854263,
"m": 0.740088701248169
},
{
"p": 0.07143561542034149,
"m": 0.9517065286636353
},
{
"p": 0.07143518328666687,
"m": 0.5
},
{
"p": 0.07134532183408737,
"m": 0.5
}
]
},
{
"epoch": 47,
"train_loss": 3.118234634399414,
"val_loss": 1.399906039237976,
"acc": 54.44,
"time": 272.60829473799095,
"mix_dist": 0.5,
"param": [
{
"p": 0.07136909663677216,
"m": 0.5
},
{
"p": 0.07137318700551987,
"m": 0.5
},
{
"p": 0.0714932233095169,
"m": 0.5
},
{
"p": 0.07145949453115463,
"m": 0.7688229084014893
},
{
"p": 0.07139904797077179,
"m": 0.4005986452102661
},
{
"p": 0.07140277326107025,
"m": 0.7377086281776428
},
{
"p": 0.07146526128053665,
"m": 0.8311219215393066
},
{
"p": 0.07146256417036057,
"m": 0.790174126625061
},
{
"p": 0.07144257426261902,
"m": 0.714628279209137
},
{
"p": 0.07146293669939041,
"m": 0.24819208681583405
},
{
"p": 0.07145249098539352,
"m": 0.7570245862007141
},
{
"p": 0.07140729576349258,
"m": 0.8875117897987366
},
{
"p": 0.07147271931171417,
"m": 0.5
},
{
"p": 0.07133737951517105,
"m": 0.5
}
]
},
{
"epoch": 48,
"train_loss": 3.2000811100006104,
"val_loss": 1.3668102025985718,
"acc": 53.91,
"time": 273.20445948001,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142647355794907,
"m": 0.5
},
{
"p": 0.07139356434345245,
"m": 0.5
},
{
"p": 0.07142136991024017,
"m": 0.5
},
{
"p": 0.07143104076385498,
"m": 0.7768600583076477
},
{
"p": 0.07151541113853455,
"m": 0.4428863525390625
},
{
"p": 0.07142670452594757,
"m": 0.7834616303443909
},
{
"p": 0.07142572104930878,
"m": 0.833307147026062
},
{
"p": 0.07142673432826996,
"m": 0.7927149534225464
},
{
"p": 0.07148722559213638,
"m": 0.7204973697662354
},
{
"p": 0.07149310410022736,
"m": 0.2396288961172104
},
{
"p": 0.07143453508615494,
"m": 0.7831548452377319
},
{
"p": 0.07142151147127151,
"m": 0.9241736531257629
},
{
"p": 0.07145392149686813,
"m": 0.5
},
{
"p": 0.07124268263578415,
"m": 0.5
}
]
},
{
"epoch": 49,
"train_loss": 3.3787741661071777,
"val_loss": 1.2979871034622192,
"acc": 54.24,
"time": 273.0139253429952,
"mix_dist": 0.5,
"param": [
{
"p": 0.071463443338871,
"m": 0.5
},
{
"p": 0.07132979482412338,
"m": 0.5
},
{
"p": 0.07145080715417862,
"m": 0.5
},
{
"p": 0.07140995562076569,
"m": 0.7314990162849426
},
{
"p": 0.07147716730833054,
"m": 0.4147830903530121
},
{
"p": 0.07138795405626297,
"m": 0.7669532299041748
},
{
"p": 0.07143919914960861,
"m": 0.86817866563797
},
{
"p": 0.07144876569509506,
"m": 0.7913970947265625
},
{
"p": 0.07145118713378906,
"m": 0.7228738069534302
},
{
"p": 0.07146421819925308,
"m": 0.10193809866905212
},
{
"p": 0.07144391536712646,
"m": 0.7816134095191956
},
{
"p": 0.07146527618169785,
"m": 0.9452767968177795
},
{
"p": 0.07144468277692795,
"m": 0.5
},
{
"p": 0.07132364064455032,
"m": 0.5
}
]
},
{
"epoch": 50,
"train_loss": 3.0012943744659424,
"val_loss": 1.253198504447937,
"acc": 55.59,
"time": 272.76938602596056,
"mix_dist": 0.5,
"param": [
{
"p": 0.071405328810215,
"m": 0.5
},
{
"p": 0.07142546772956848,
"m": 0.5
},
{
"p": 0.0714341253042221,
"m": 0.5
},
{
"p": 0.07146571576595306,
"m": 0.7744254469871521
},
{
"p": 0.07137562334537506,
"m": 0.4310600459575653
},
{
"p": 0.07141358405351639,
"m": 0.8067371845245361
},
{
"p": 0.07136375457048416,
"m": 0.8618813753128052
},
{
"p": 0.07147429883480072,
"m": 0.812147855758667
},
{
"p": 0.07147227227687836,
"m": 0.7406303882598877
},
{
"p": 0.07144879549741745,
"m": 0.12404874712228775
},
{
"p": 0.07147537916898727,
"m": 0.7826634049415588
},
{
"p": 0.07148686051368713,
"m": 0.9364094734191895
},
{
"p": 0.07143919169902802,
"m": 0.5
},
{
"p": 0.07131962478160858,
"m": 0.5
}
]
},
{
"epoch": 51,
"train_loss": 3.4019970893859863,
"val_loss": 1.3454753160476685,
"acc": 51.71,
"time": 274.134501279972,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714489221572876,
"m": 0.5
},
{
"p": 0.07138226926326752,
"m": 0.5
},
{
"p": 0.07147124409675598,
"m": 0.5
},
{
"p": 0.07139599323272705,
"m": 0.7711553573608398
},
{
"p": 0.0714581236243248,
"m": 0.4312322437763214
},
{
"p": 0.0713486596941948,
"m": 0.8178257942199707
},
{
"p": 0.0714314803481102,
"m": 0.8395586013793945
},
{
"p": 0.07146304100751877,
"m": 0.8326440453529358
},
{
"p": 0.07144979387521744,
"m": 0.7363955974578857
},
{
"p": 0.0714493840932846,
"m": 0.10000000149011612
},
{
"p": 0.071407251060009,
"m": 0.7615633010864258
},
{
"p": 0.07145270705223083,
"m": 0.9995982050895691
},
{
"p": 0.0714920312166214,
"m": 0.5
},
{
"p": 0.07134909927845001,
"m": 0.5
}
]
},
{
"epoch": 52,
"train_loss": 3.3476672172546387,
"val_loss": 1.2265212535858154,
"acc": 54.93,
"time": 272.92599630600307,
"mix_dist": 0.5,
"param": [
{
"p": 0.07148215174674988,
"m": 0.5
},
{
"p": 0.07140059024095535,
"m": 0.5
},
{
"p": 0.07147864997386932,
"m": 0.5
},
{
"p": 0.0714314803481102,
"m": 0.7831448912620544
},
{
"p": 0.07144396007061005,
"m": 0.4088457524776459
},
{
"p": 0.07135480642318726,
"m": 0.7876293063163757
},
{
"p": 0.07144733518362045,
"m": 0.8785186409950256
},
{
"p": 0.07137966901063919,
"m": 0.8706621527671814
},
{
"p": 0.07147467136383057,
"m": 0.7343690395355225
},
{
"p": 0.07140187919139862,
"m": 0.1496511846780777
},
{
"p": 0.07146409898996353,
"m": 0.7579023241996765
},
{
"p": 0.0714162215590477,
"m": 0.9846150279045105
},
{
"p": 0.0714678093791008,
"m": 0.5
},
{
"p": 0.07135671377182007,
"m": 0.5
}
]
},
{
"epoch": 53,
"train_loss": 2.9385619163513184,
"val_loss": 1.1779230833053589,
"acc": 57.45,
"time": 272.3144515749882,
"mix_dist": 0.5,
"param": [
{
"p": 0.07138080149888992,
"m": 0.5
},
{
"p": 0.071440689265728,
"m": 0.5
},
{
"p": 0.07147536426782608,
"m": 0.5
},
{
"p": 0.0714072436094284,
"m": 0.7375719547271729
},
{
"p": 0.07143902033567429,
"m": 0.35445064306259155
},
{
"p": 0.07141324877738953,
"m": 0.8564072251319885
},
{
"p": 0.07147534191608429,
"m": 0.8971602916717529
},
{
"p": 0.07143626362085342,
"m": 0.8905321359634399
},
{
"p": 0.07142943143844604,
"m": 0.7639272809028625
},
{
"p": 0.0714268684387207,
"m": 0.17440056800842285
},
{
"p": 0.07146641612052917,
"m": 0.764447033405304
},
{
"p": 0.07143567502498627,
"m": 0.9722471237182617
},
{
"p": 0.07145281881093979,
"m": 0.5
},
{
"p": 0.07132083177566528,
"m": 0.5
}
]
},
{
"epoch": 54,
"train_loss": 3.039694309234619,
"val_loss": 1.2087485790252686,
"acc": 55.64,
"time": 273.8133378130151,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142262160778046,
"m": 0.5
},
{
"p": 0.07140877842903137,
"m": 0.5
},
{
"p": 0.07153526693582535,
"m": 0.5
},
{
"p": 0.07145994901657104,
"m": 0.8276821970939636
},
{
"p": 0.07141464203596115,
"m": 0.39766600728034973
},
{
"p": 0.07132677733898163,
"m": 0.8363081216812134
},
{
"p": 0.07143571227788925,
"m": 0.9036012291908264
},
{
"p": 0.07136312872171402,
"m": 0.8932594060897827
},
{
"p": 0.07140713930130005,
"m": 0.7673550248146057
},
{
"p": 0.07148163765668869,
"m": 0.20404662191867828
},
{
"p": 0.07153782993555069,
"m": 0.7546769976615906
},
{
"p": 0.07150571048259735,
"m": 0.9246920347213745
},
{
"p": 0.07142004370689392,
"m": 0.5
},
{
"p": 0.07128079980611801,
"m": 0.5
}
]
},
{
"epoch": 55,
"train_loss": 3.018620491027832,
"val_loss": 1.2318347692489624,
"acc": 57.38,
"time": 272.12581142102135,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144324481487274,
"m": 0.5
},
{
"p": 0.07139092683792114,
"m": 0.5
},
{
"p": 0.07150033861398697,
"m": 0.5
},
{
"p": 0.07147691398859024,
"m": 0.7518991827964783
},
{
"p": 0.07133001834154129,
"m": 0.46184930205345154
},
{
"p": 0.07141933590173721,
"m": 0.7978295683860779
},
{
"p": 0.07148204743862152,
"m": 0.9192066192626953
},
{
"p": 0.07152662426233292,
"m": 0.8872190117835999
},
{
"p": 0.07139124721288681,
"m": 0.7909883856773376
},
{
"p": 0.07146450132131577,
"m": 0.23669371008872986
},
{
"p": 0.07134892046451569,
"m": 0.7495391368865967
},
{
"p": 0.07149207592010498,
"m": 0.8010481595993042
},
{
"p": 0.07141423970460892,
"m": 0.5
},
{
"p": 0.07131961733102798,
"m": 0.5
}
]
},
{
"epoch": 56,
"train_loss": 2.803061008453369,
"val_loss": 1.3802286386489868,
"acc": 54.37,
"time": 273.1556192029966,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143832743167877,
"m": 0.5
},
{
"p": 0.07135389000177383,
"m": 0.5
},
{
"p": 0.07144803553819656,
"m": 0.5
},
{
"p": 0.07152891159057617,
"m": 0.7922855019569397
},
{
"p": 0.07140003889799118,
"m": 0.4561232030391693
},
{
"p": 0.0714389756321907,
"m": 0.8597911596298218
},
{
"p": 0.07147689163684845,
"m": 0.9423009753227234
},
{
"p": 0.07138409465551376,
"m": 0.9066175818443298
},
{
"p": 0.07143443077802658,
"m": 0.7855756282806396
},
{
"p": 0.07147097587585449,
"m": 0.2647324800491333
},
{
"p": 0.0712960958480835,
"m": 0.752896785736084
},
{
"p": 0.0715179443359375,
"m": 0.7816715836524963
},
{
"p": 0.07148793339729309,
"m": 0.5
},
{
"p": 0.0713234543800354,
"m": 0.5
}
]
},
{
"epoch": 57,
"train_loss": 3.2426085472106934,
"val_loss": 1.1836570501327515,
"acc": 58.61,
"time": 272.645005740982,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142613083124161,
"m": 0.5
},
{
"p": 0.07134125381708145,
"m": 0.5
},
{
"p": 0.0714774876832962,
"m": 0.5
},
{
"p": 0.07141869515180588,
"m": 0.8552592992782593
},
{
"p": 0.07142210751771927,
"m": 0.470828652381897
},
{
"p": 0.07138064503669739,
"m": 0.9459738731384277
},
{
"p": 0.07142052054405212,
"m": 0.8865652084350586
},
{
"p": 0.07146116346120834,
"m": 0.9177037477493286
},
{
"p": 0.07145361602306366,
"m": 0.7339531183242798
},
{
"p": 0.0714733824133873,
"m": 0.23796211183071136
},
{
"p": 0.07147438824176788,
"m": 0.7447341680526733
},
{
"p": 0.07147437334060669,
"m": 0.7769280672073364
},
{
"p": 0.07144204527139664,
"m": 0.5
},
{
"p": 0.07133416831493378,
"m": 0.5
}
]
},
{
"epoch": 58,
"train_loss": 3.100952625274658,
"val_loss": 1.1959539651870728,
"acc": 57.53,
"time": 273.03502768004546,
"mix_dist": 0.5,
"param": [
{
"p": 0.07145657390356064,
"m": 0.5
},
{
"p": 0.07138880342245102,
"m": 0.5
},
{
"p": 0.07136587798595428,
"m": 0.5
},
{
"p": 0.07144174724817276,
"m": 0.9506090879440308
},
{
"p": 0.07134661078453064,
"m": 0.4255352020263672
},
{
"p": 0.07142259180545807,
"m": 0.943310558795929
},
{
"p": 0.07145659625530243,
"m": 0.8848777413368225
},
{
"p": 0.07145702838897705,
"m": 0.8472943305969238
},
{
"p": 0.07139755040407181,
"m": 0.7448970079421997
},
{
"p": 0.07147004455327988,
"m": 0.202867791056633
},
{
"p": 0.07155680656433105,
"m": 0.7183086276054382
},
{
"p": 0.07142843306064606,
"m": 0.8191726207733154
},
{
"p": 0.07146880775690079,
"m": 0.5
},
{
"p": 0.07134252786636353,
"m": 0.5
}
]
},
{
"epoch": 59,
"train_loss": 3.1645233631134033,
"val_loss": 1.2942745685577393,
"acc": 57.38,
"time": 273.2321472680196,
"mix_dist": 0.5,
"param": [
{
"p": 0.07145830243825912,
"m": 0.5
},
{
"p": 0.07133742421865463,
"m": 0.5
},
{
"p": 0.07151022553443909,
"m": 0.5
},
{
"p": 0.07148492336273193,
"m": 1.0
},
{
"p": 0.07136302441358566,
"m": 0.44465625286102295
},
{
"p": 0.07134681195020676,
"m": 0.823987603187561
},
{
"p": 0.07152727991342545,
"m": 0.8548086881637573
},
{
"p": 0.0714019238948822,
"m": 0.8617067933082581
},
{
"p": 0.07140747457742691,
"m": 0.7606258988380432
},
{
"p": 0.07147693634033203,
"m": 0.2981712520122528
},
{
"p": 0.07142971456050873,
"m": 0.743503987789154
},
{
"p": 0.07146444171667099,
"m": 0.8541277647018433
},
{
"p": 0.07143710553646088,
"m": 0.5
},
{
"p": 0.071354441344738,
"m": 0.5
}
]
},
{
"epoch": 60,
"train_loss": 2.959867477416992,
"val_loss": 1.1578943729400635,
"acc": 58.49,
"time": 272.9886910180212,
"mix_dist": 0.5,
"param": [
{
"p": 0.07145515829324722,
"m": 0.5
},
{
"p": 0.07140032947063446,
"m": 0.5
},
{
"p": 0.0714682936668396,
"m": 0.5
},
{
"p": 0.07135971635580063,
"m": 0.9256014227867126
},
{
"p": 0.07142405211925507,
"m": 0.505131185054779
},
{
"p": 0.07133429497480392,
"m": 0.8564448356628418
},
{
"p": 0.07143325358629227,
"m": 0.8832374811172485
},
{
"p": 0.07152562588453293,
"m": 0.9169467091560364
},
{
"p": 0.07144513726234436,
"m": 0.7762830257415771
},
{
"p": 0.07141778618097305,
"m": 0.3334200382232666
},
{
"p": 0.07153308391571045,
"m": 0.764016330242157
},
{
"p": 0.07147704809904099,
"m": 0.8892890810966492
},
{
"p": 0.07146051526069641,
"m": 0.5
},
{
"p": 0.07126571238040924,
"m": 0.5
}
]
},
{
"epoch": 61,
"train_loss": 3.1191201210021973,
"val_loss": 1.2436097860336304,
"acc": 60.9,
"time": 273.83380458998727,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714946761727333,
"m": 0.5
},
{
"p": 0.07145233452320099,
"m": 0.5
},
{
"p": 0.07156579196453094,
"m": 0.5
},
{
"p": 0.07145272940397263,
"m": 0.834069550037384
},
{
"p": 0.07138580828905106,
"m": 0.5175888538360596
},
{
"p": 0.0713018998503685,
"m": 0.8840219378471375
},
{
"p": 0.07143792510032654,
"m": 0.8563624620437622
},
{
"p": 0.07133312523365021,
"m": 0.9103843569755554
},
{
"p": 0.07146316766738892,
"m": 0.7813102006912231
},
{
"p": 0.0713224709033966,
"m": 0.3927065134048462
},
{
"p": 0.07142969965934753,
"m": 0.7798060774803162
},
{
"p": 0.07152552902698517,
"m": 0.8229527473449707
},
{
"p": 0.07152367383241653,
"m": 0.5
},
{
"p": 0.07131112366914749,
"m": 0.5
}
]
},
{
"epoch": 62,
"train_loss": 3.2059712409973145,
"val_loss": 1.1821074485778809,
"acc": 59.41,
"time": 274.0918113599764,
"mix_dist": 0.5,
"param": [
{
"p": 0.07145913690328598,
"m": 0.5
},
{
"p": 0.07133548706769943,
"m": 0.5
},
{
"p": 0.07146086543798447,
"m": 0.5
},
{
"p": 0.07150007039308548,
"m": 0.8877190351486206
},
{
"p": 0.07131509482860565,
"m": 0.46580737829208374
},
{
"p": 0.07141587138175964,
"m": 0.7541910409927368
},
{
"p": 0.07139017432928085,
"m": 0.8832507133483887
},
{
"p": 0.0713622123003006,
"m": 0.9611911177635193
},
{
"p": 0.07143755257129669,
"m": 0.7858879566192627
},
{
"p": 0.0714370459318161,
"m": 0.38738685846328735
},
{
"p": 0.07154133915901184,
"m": 0.755176842212677
},
{
"p": 0.07148223370313644,
"m": 0.7980780005455017
},
{
"p": 0.07155456393957138,
"m": 0.5
},
{
"p": 0.07130833715200424,
"m": 0.5
}
]
},
{
"epoch": 63,
"train_loss": 2.922089099884033,
"val_loss": 1.230194330215454,
"acc": 58.39,
"time": 272.82315030600876,
"mix_dist": 0.5,
"param": [
{
"p": 0.07148383557796478,
"m": 0.5
},
{
"p": 0.07139433920383453,
"m": 0.5
},
{
"p": 0.07148967683315277,
"m": 0.5
},
{
"p": 0.07136797904968262,
"m": 0.8862180113792419
},
{
"p": 0.07136263698339462,
"m": 0.5600025653839111
},
{
"p": 0.0713619664311409,
"m": 0.7597548961639404
},
{
"p": 0.07144679874181747,
"m": 0.8467373251914978
},
{
"p": 0.07152627408504486,
"m": 0.9470700025558472
},
{
"p": 0.07144447416067123,
"m": 0.7740835547447205
},
{
"p": 0.07141384482383728,
"m": 0.37845680117607117
},
{
"p": 0.07140272110700607,
"m": 0.7499876022338867
},
{
"p": 0.07146702706813812,
"m": 0.8319128751754761
},
{
"p": 0.0715235099196434,
"m": 0.5
},
{
"p": 0.0713149681687355,
"m": 0.5
}
]
},
{
"epoch": 64,
"train_loss": 2.8289434909820557,
"val_loss": 1.2073274850845337,
"acc": 59.35,
"time": 273.4512505060411,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144071161746979,
"m": 0.5
},
{
"p": 0.07141613960266113,
"m": 0.5
},
{
"p": 0.0714828297495842,
"m": 0.5
},
{
"p": 0.07149770855903625,
"m": 0.9419575929641724
},
{
"p": 0.07142706215381622,
"m": 0.5949846506118774
},
{
"p": 0.07141614705324173,
"m": 0.7473683953285217
},
{
"p": 0.07144083827733994,
"m": 0.8491215705871582
},
{
"p": 0.07135497033596039,
"m": 0.9110656380653381
},
{
"p": 0.07142145186662674,
"m": 0.7829546928405762
},
{
"p": 0.07141567766666412,
"m": 0.40564194321632385
},
{
"p": 0.07141128927469254,
"m": 0.7327395677566528
},
{
"p": 0.07149247825145721,
"m": 0.8902594447135925
},
{
"p": 0.07145331799983978,
"m": 0.5
},
{
"p": 0.07132938504219055,
"m": 0.5
}
]
},
{
"epoch": 65,
"train_loss": 2.816567897796631,
"val_loss": 1.118708848953247,
"acc": 61.25,
"time": 272.1107404049835,
"mix_dist": 0.5,
"param": [
{
"p": 0.07151056081056595,
"m": 0.5
},
{
"p": 0.07126076519489288,
"m": 0.5
},
{
"p": 0.07151372730731964,
"m": 0.5
},
{
"p": 0.07144003361463547,
"m": 0.9036213755607605
},
{
"p": 0.07137934863567352,
"m": 0.5935526490211487
},
{
"p": 0.07134655863046646,
"m": 0.756642758846283
},
{
"p": 0.0714632123708725,
"m": 0.8668415546417236
},
{
"p": 0.07153887301683426,
"m": 0.8650375008583069
},
{
"p": 0.0714813768863678,
"m": 0.7900999188423157
},
{
"p": 0.07145052403211594,
"m": 0.454947292804718
},
{
"p": 0.07146815955638885,
"m": 0.7380003929138184
},
{
"p": 0.07141269743442535,
"m": 0.9756312966346741
},
{
"p": 0.07144556194543839,
"m": 0.5
},
{
"p": 0.07128860801458359,
"m": 0.5
}
]
},
{
"epoch": 66,
"train_loss": 2.9138193130493164,
"val_loss": 1.2009778022766113,
"acc": 61.37,
"time": 272.47687249298906,
"mix_dist": 0.5,
"param": [
{
"p": 0.07146482914686203,
"m": 0.5
},
{
"p": 0.07141833007335663,
"m": 0.5
},
{
"p": 0.07149908691644669,
"m": 0.5
},
{
"p": 0.07146118581295013,
"m": 0.8814958930015564
},
{
"p": 0.07137483358383179,
"m": 0.6559959053993225
},
{
"p": 0.07143227010965347,
"m": 0.7452703714370728
},
{
"p": 0.0713740736246109,
"m": 0.8084723353385925
},
{
"p": 0.07141971588134766,
"m": 0.9526620507240295
},
{
"p": 0.07145864516496658,
"m": 0.7884171009063721
},
{
"p": 0.07147234678268433,
"m": 0.41695985198020935
},
{
"p": 0.07154173403978348,
"m": 0.7272552251815796
},
{
"p": 0.07143015414476395,
"m": 0.9711945056915283
},
{
"p": 0.0714540034532547,
"m": 0.5
},
{
"p": 0.07119873911142349,
"m": 0.5
}
]
},
{
"epoch": 67,
"train_loss": 2.8936872482299805,
"val_loss": 1.1983028650283813,
"acc": 60.27,
"time": 272.5839493270032,
"mix_dist": 0.5,
"param": [
{
"p": 0.07156267017126083,
"m": 0.5
},
{
"p": 0.07131287455558777,
"m": 0.5
},
{
"p": 0.07146617770195007,
"m": 0.5
},
{
"p": 0.07147300988435745,
"m": 0.8746300339698792
},
{
"p": 0.07132958620786667,
"m": 0.6629278659820557
},
{
"p": 0.07131068408489227,
"m": 0.7841986417770386
},
{
"p": 0.07147485762834549,
"m": 0.818707287311554
},
{
"p": 0.07143735885620117,
"m": 0.9285821318626404
},
{
"p": 0.07140522450208664,
"m": 0.8175156712532043
},
{
"p": 0.07149391621351242,
"m": 0.4597550928592682
},
{
"p": 0.0714692547917366,
"m": 0.7564168572425842
},
{
"p": 0.0714927539229393,
"m": 0.9424547553062439
},
{
"p": 0.07151135057210922,
"m": 0.5
},
{
"p": 0.07126033306121826,
"m": 0.5
}
]
},
{
"epoch": 68,
"train_loss": 3.007859945297241,
"val_loss": 1.1804686784744263,
"acc": 61.04,
"time": 272.8985581640154,
"mix_dist": 0.5,
"param": [
{
"p": 0.07146742939949036,
"m": 0.5
},
{
"p": 0.07140389084815979,
"m": 0.5
},
{
"p": 0.0713762566447258,
"m": 0.5
},
{
"p": 0.07148429751396179,
"m": 0.9760093688964844
},
{
"p": 0.07142399996519089,
"m": 0.6413437724113464
},
{
"p": 0.07134508341550827,
"m": 0.8821978569030762
},
{
"p": 0.07144607603549957,
"m": 0.8488680124282837
},
{
"p": 0.07144854217767715,
"m": 1.0
},
{
"p": 0.07142284512519836,
"m": 0.7847012281417847
},
{
"p": 0.07146340608596802,
"m": 0.43816524744033813
},
{
"p": 0.07138761878013611,
"m": 0.7716864943504333
},
{
"p": 0.07152043282985687,
"m": 0.9308370351791382
},
{
"p": 0.07143997400999069,
"m": 0.5
},
{
"p": 0.07137010246515274,
"m": 0.5
}
]
},
{
"epoch": 69,
"train_loss": 3.067803382873535,
"val_loss": 1.1635010242462158,
"acc": 61.93,
"time": 274.55428659694735,
"mix_dist": 0.5,
"param": [
{
"p": 0.07153487950563431,
"m": 0.5
},
{
"p": 0.07136661559343338,
"m": 0.5
},
{
"p": 0.0715288445353508,
"m": 0.5
},
{
"p": 0.0714191272854805,
"m": 0.9600950479507446
},
{
"p": 0.07136822491884232,
"m": 0.7036409974098206
},
{
"p": 0.07135523110628128,
"m": 0.8493239879608154
},
{
"p": 0.0714554488658905,
"m": 0.9479426145553589
},
{
"p": 0.07144440710544586,
"m": 0.9993184804916382
},
{
"p": 0.07139290869235992,
"m": 0.7854633927345276
},
{
"p": 0.07145575433969498,
"m": 0.4416768550872803
},
{
"p": 0.07146979868412018,
"m": 0.7846102118492126
},
{
"p": 0.07143184542655945,
"m": 0.9505348801612854
},
{
"p": 0.07151047140359879,
"m": 0.5
},
{
"p": 0.07126642018556595,
"m": 0.5
}
]
},
{
"epoch": 70,
"train_loss": 3.1606955528259277,
"val_loss": 1.17995285987854,
"acc": 59.29,
"time": 273.5834387670038,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143986225128174,
"m": 0.5
},
{
"p": 0.07117509096860886,
"m": 0.5
},
{
"p": 0.07145823538303375,
"m": 0.5
},
{
"p": 0.07147254049777985,
"m": 0.9238600730895996
},
{
"p": 0.0713077038526535,
"m": 0.7331772446632385
},
{
"p": 0.07126601040363312,
"m": 0.8668307065963745
},
{
"p": 0.0714595839381218,
"m": 0.9158453941345215
},
{
"p": 0.07166630774736404,
"m": 0.9998329877853394
},
{
"p": 0.07153258472681046,
"m": 0.8137025237083435
},
{
"p": 0.07147033512592316,
"m": 0.4568385183811188
},
{
"p": 0.07163091003894806,
"m": 0.8413216471672058
},
{
"p": 0.07148808985948563,
"m": 0.9784747362136841
},
{
"p": 0.07138261944055557,
"m": 0.5
},
{
"p": 0.07125016301870346,
"m": 0.5
}
]
},
{
"epoch": 71,
"train_loss": 2.899719476699829,
"val_loss": 1.042540192604065,
"acc": 61.98,
"time": 272.41301713703433,
"mix_dist": 0.5,
"param": [
{
"p": 0.07152300328016281,
"m": 0.5
},
{
"p": 0.07148636132478714,
"m": 0.5
},
{
"p": 0.07146158069372177,
"m": 0.5
},
{
"p": 0.07133959233760834,
"m": 0.920464813709259
},
{
"p": 0.07143913954496384,
"m": 0.7046133875846863
},
{
"p": 0.07126737385988235,
"m": 0.9867918491363525
},
{
"p": 0.07143767178058624,
"m": 0.8453474640846252
},
{
"p": 0.07139751315116882,
"m": 0.9495732188224792
},
{
"p": 0.07145501673221588,
"m": 0.7704638242721558
},
{
"p": 0.07150789350271225,
"m": 0.4661961793899536
},
{
"p": 0.07150238007307053,
"m": 0.8049318194389343
},
{
"p": 0.07151418179273605,
"m": 0.9589909315109253
},
{
"p": 0.0713861808180809,
"m": 0.5
},
{
"p": 0.07128209620714188,
"m": 0.5
}
]
},
{
"epoch": 72,
"train_loss": 2.5463805198669434,
"val_loss": 1.0310838222503662,
"acc": 62.29,
"time": 273.36768344498705,
"mix_dist": 0.5,
"param": [
{
"p": 0.07146358489990234,
"m": 0.5
},
{
"p": 0.0713968425989151,
"m": 0.5
},
{
"p": 0.07144884020090103,
"m": 0.5
},
{
"p": 0.0714462548494339,
"m": 0.9247645139694214
},
{
"p": 0.07136941701173782,
"m": 0.682129442691803
},
{
"p": 0.07128311693668365,
"m": 0.9148398041725159
},
{
"p": 0.07146719843149185,
"m": 0.8342373967170715
},
{
"p": 0.07150331139564514,
"m": 0.9654684662818909
},
{
"p": 0.07143832743167877,
"m": 0.7570192813873291
},
{
"p": 0.07144052535295486,
"m": 0.48389866948127747
},
{
"p": 0.07147107273340225,
"m": 0.8095982670783997
},
{
"p": 0.07149476557970047,
"m": 0.9077262878417969
},
{
"p": 0.0714888870716095,
"m": 0.5
},
{
"p": 0.0712878629565239,
"m": 0.5
}
]
},
{
"epoch": 73,
"train_loss": 3.0739660263061523,
"val_loss": 1.1764692068099976,
"acc": 60.52,
"time": 272.7527816480142,
"mix_dist": 0.5,
"param": [
{
"p": 0.07167968153953552,
"m": 0.5
},
{
"p": 0.07144679129123688,
"m": 0.5
},
{
"p": 0.07133657485246658,
"m": 0.5
},
{
"p": 0.0715361014008522,
"m": 0.9938272833824158
},
{
"p": 0.07114307582378387,
"m": 0.6587099432945251
},
{
"p": 0.07133568078279495,
"m": 0.9057577252388
},
{
"p": 0.0713677704334259,
"m": 0.9076337218284607
},
{
"p": 0.07139971107244492,
"m": 0.9226343035697937
},
{
"p": 0.07159649580717087,
"m": 0.8021475076675415
},
{
"p": 0.07149814814329147,
"m": 0.48106440901756287
},
{
"p": 0.07148696482181549,
"m": 0.788985013961792
},
{
"p": 0.07136659324169159,
"m": 0.9799134135246277
},
{
"p": 0.07157483696937561,
"m": 0.5
},
{
"p": 0.07123159617185593,
"m": 0.5
}
]
},
{
"epoch": 74,
"train_loss": 2.9463014602661133,
"val_loss": 1.0027233362197876,
"acc": 63.04,
"time": 272.7848276689765,
"mix_dist": 0.5,
"param": [
{
"p": 0.07148131728172302,
"m": 0.5
},
{
"p": 0.07145128399133682,
"m": 0.5
},
{
"p": 0.07148957997560501,
"m": 0.5
},
{
"p": 0.07152169197797775,
"m": 1.0
},
{
"p": 0.07142041623592377,
"m": 0.6785557866096497
},
{
"p": 0.07139239460229874,
"m": 0.818693220615387
},
{
"p": 0.07145500928163528,
"m": 0.8965598344802856
},
{
"p": 0.07149425148963928,
"m": 0.8650617599487305
},
{
"p": 0.07146923243999481,
"m": 0.8796565532684326
},
{
"p": 0.0713878720998764,
"m": 0.4786433279514313
},
{
"p": 0.0715838149189949,
"m": 0.8544548153877258
},
{
"p": 0.07141026854515076,
"m": 0.922720193862915
},
{
"p": 0.07134499400854111,
"m": 0.5
},
{
"p": 0.07109791040420532,
"m": 0.5
}
]
},
{
"epoch": 75,
"train_loss": 2.8719475269317627,
"val_loss": 1.184848666191101,
"acc": 62.67,
"time": 271.7909648499917,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714583471417427,
"m": 0.5
},
{
"p": 0.07133837789297104,
"m": 0.5
},
{
"p": 0.07156548649072647,
"m": 0.5
},
{
"p": 0.07140348106622696,
"m": 0.994933009147644
},
{
"p": 0.07144061475992203,
"m": 0.6394243836402893
},
{
"p": 0.07135854661464691,
"m": 0.7379602193832397
},
{
"p": 0.07133040577173233,
"m": 0.9267090559005737
},
{
"p": 0.0713752880692482,
"m": 0.9270759224891663
},
{
"p": 0.0714939683675766,
"m": 0.86039137840271
},
{
"p": 0.07149826735258102,
"m": 0.5122513175010681
},
{
"p": 0.07141793519258499,
"m": 0.8701729774475098
},
{
"p": 0.07159338891506195,
"m": 0.9410421252250671
},
{
"p": 0.07146093994379044,
"m": 0.5
},
{
"p": 0.07126498967409134,
"m": 0.5
}
]
},
{
"epoch": 76,
"train_loss": 2.96404767036438,
"val_loss": 1.1288515329360962,
"acc": 61.92,
"time": 272.53547349298606,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144980877637863,
"m": 0.5
},
{
"p": 0.07132508605718613,
"m": 0.5
},
{
"p": 0.07150483876466751,
"m": 0.5
},
{
"p": 0.07144784927368164,
"m": 0.983864426612854
},
{
"p": 0.07133161276578903,
"m": 0.7075098156929016
},
{
"p": 0.07131440937519073,
"m": 0.7170425057411194
},
{
"p": 0.07141231000423431,
"m": 0.8964664340019226
},
{
"p": 0.07161853462457657,
"m": 0.9280444979667664
},
{
"p": 0.07146581262350082,
"m": 0.8667859435081482
},
{
"p": 0.07153933495283127,
"m": 0.5562626123428345
},
{
"p": 0.07139149308204651,
"m": 0.9136103987693787
},
{
"p": 0.07146560400724411,
"m": 0.9750913381576538
},
{
"p": 0.07147292047739029,
"m": 0.5
},
{
"p": 0.07126038521528244,
"m": 0.5
}
]
},
{
"epoch": 77,
"train_loss": 3.042454242706299,
"val_loss": 1.0095875263214111,
"acc": 63.83,
"time": 272.9517020659987,
"mix_dist": 0.5,
"param": [
{
"p": 0.07145693153142929,
"m": 0.5
},
{
"p": 0.07135878503322601,
"m": 0.5
},
{
"p": 0.0716630220413208,
"m": 0.5
},
{
"p": 0.07142771035432816,
"m": 0.9293441772460938
},
{
"p": 0.07143460214138031,
"m": 0.7113867998123169
},
{
"p": 0.07137925922870636,
"m": 0.6697786450386047
},
{
"p": 0.0713561475276947,
"m": 1.0
},
{
"p": 0.0713232085108757,
"m": 0.8057636022567749
},
{
"p": 0.0713910162448883,
"m": 0.9238466024398804
},
{
"p": 0.07134080678224564,
"m": 0.5224020481109619
},
{
"p": 0.07159796357154846,
"m": 0.8947809934616089
},
{
"p": 0.07149393856525421,
"m": 0.9327170252799988
},
{
"p": 0.07146013528108597,
"m": 0.5
},
{
"p": 0.07131646573543549,
"m": 0.5
}
]
},
{
"epoch": 78,
"train_loss": 2.7320809364318848,
"val_loss": 1.1512280702590942,
"acc": 63.95,
"time": 273.5347401209874,
"mix_dist": 0.5,
"param": [
{
"p": 0.07123300433158875,
"m": 0.5
},
{
"p": 0.07149901241064072,
"m": 0.5
},
{
"p": 0.07152189314365387,
"m": 0.5
},
{
"p": 0.07140987366437912,
"m": 0.891575038433075
},
{
"p": 0.0714232474565506,
"m": 0.7156044840812683
},
{
"p": 0.07134782522916794,
"m": 0.5999372601509094
},
{
"p": 0.07142678648233414,
"m": 0.945129930973053
},
{
"p": 0.07161403447389603,
"m": 0.8817524313926697
},
{
"p": 0.07139065116643906,
"m": 0.9176338911056519
},
{
"p": 0.07152605056762695,
"m": 0.5976301431655884
},
{
"p": 0.07141615450382233,
"m": 0.9357080459594727
},
{
"p": 0.07149017602205276,
"m": 1.0
},
{
"p": 0.07156547904014587,
"m": 0.5
},
{
"p": 0.07113584131002426,
"m": 0.5
}
]
},
{
"epoch": 79,
"train_loss": 2.6368448734283447,
"val_loss": 1.0014821290969849,
"acc": 63.25,
"time": 272.9697858010186,
"mix_dist": 0.5,
"param": [
{
"p": 0.07139904052019119,
"m": 0.5
},
{
"p": 0.0714225098490715,
"m": 0.5
},
{
"p": 0.07151740044355392,
"m": 0.5
},
{
"p": 0.07152761518955231,
"m": 0.8714954257011414
},
{
"p": 0.07117191702127457,
"m": 0.6125597357749939
},
{
"p": 0.07137099653482437,
"m": 0.6054635643959045
},
{
"p": 0.07142450660467148,
"m": 0.9694084525108337
},
{
"p": 0.07145638018846512,
"m": 0.9625120162963867
},
{
"p": 0.07143591344356537,
"m": 0.8655055165290833
},
{
"p": 0.07156180590391159,
"m": 0.6718748807907104
},
{
"p": 0.07149416953325272,
"m": 0.9186640977859497
},
{
"p": 0.07135917246341705,
"m": 0.9907109141349792
},
{
"p": 0.07158194482326508,
"m": 0.5
},
{
"p": 0.07127660512924194,
"m": 0.5
}
]
},
{
"epoch": 80,
"train_loss": 2.964792251586914,
"val_loss": 0.9824841618537903,
"acc": 63.16,
"time": 272.3542360319989,
"mix_dist": 0.5,
"param": [
{
"p": 0.07157880812883377,
"m": 0.5
},
{
"p": 0.0712144747376442,
"m": 0.5
},
{
"p": 0.07127054035663605,
"m": 0.5
},
{
"p": 0.07142351567745209,
"m": 0.795585036277771
},
{
"p": 0.07144293189048767,
"m": 0.6259307265281677
},
{
"p": 0.0712309256196022,
"m": 0.6600422859191895
},
{
"p": 0.07149294018745422,
"m": 1.0
},
{
"p": 0.07153613865375519,
"m": 0.9583943486213684
},
{
"p": 0.07141376286745071,
"m": 0.8579097986221313
},
{
"p": 0.07147283852100372,
"m": 0.6917206048965454
},
{
"p": 0.07158473879098892,
"m": 0.9010542631149292
},
{
"p": 0.07141248136758804,
"m": 0.9915604591369629
},
{
"p": 0.0715889036655426,
"m": 0.5
},
{
"p": 0.0713370144367218,
"m": 0.5
}
]
},
{
"epoch": 81,
"train_loss": 2.56321382522583,
"val_loss": 1.0877339839935303,
"acc": 61.3,
"time": 273.80516314296983,
"mix_dist": 0.5,
"param": [
{
"p": 0.07156860828399658,
"m": 0.5
},
{
"p": 0.07137972116470337,
"m": 0.5
},
{
"p": 0.0714966207742691,
"m": 0.5
},
{
"p": 0.07146235555410385,
"m": 0.8355413675308228
},
{
"p": 0.0715048536658287,
"m": 0.6666752696037292
},
{
"p": 0.07137303799390793,
"m": 0.5286246538162231
},
{
"p": 0.07141507416963577,
"m": 0.9422233700752258
},
{
"p": 0.07136348634958267,
"m": 0.8768326044082642
},
{
"p": 0.07140004634857178,
"m": 0.8081594705581665
},
{
"p": 0.0712997168302536,
"m": 0.772018551826477
},
{
"p": 0.07146378606557846,
"m": 0.8912211656570435
},
{
"p": 0.07143270969390869,
"m": 1.0
},
{
"p": 0.07157774269580841,
"m": 0.5
},
{
"p": 0.0712621882557869,
"m": 0.5
}
]
},
{
"epoch": 82,
"train_loss": 2.4668779373168945,
"val_loss": 1.089103102684021,
"acc": 62.5,
"time": 273.97651649598265,
"mix_dist": 0.5,
"param": [
{
"p": 0.07161302864551544,
"m": 0.5
},
{
"p": 0.07130814343690872,
"m": 0.5
},
{
"p": 0.07160517573356628,
"m": 0.5
},
{
"p": 0.07138121873140335,
"m": 0.8072338700294495
},
{
"p": 0.0713701844215393,
"m": 0.635703444480896
},
{
"p": 0.07139939069747925,
"m": 0.4070732295513153
},
{
"p": 0.07142064720392227,
"m": 0.8667919635772705
},
{
"p": 0.0714118480682373,
"m": 0.8568859696388245
},
{
"p": 0.07134940475225449,
"m": 0.8903634548187256
},
{
"p": 0.07158897817134857,
"m": 0.6265091896057129
},
{
"p": 0.07140517979860306,
"m": 0.8868411183357239
},
{
"p": 0.07156423479318619,
"m": 0.9690057039260864
},
{
"p": 0.07140340656042099,
"m": 0.5
},
{
"p": 0.07117916643619537,
"m": 0.5
}
]
},
{
"epoch": 83,
"train_loss": 2.995708703994751,
"val_loss": 0.9943351149559021,
"acc": 62.72,
"time": 272.79769465100253,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142669707536697,
"m": 0.5
},
{
"p": 0.07135555148124695,
"m": 0.5
},
{
"p": 0.07157120853662491,
"m": 0.5
},
{
"p": 0.0714091807603836,
"m": 0.7530881762504578
},
{
"p": 0.07130473852157593,
"m": 0.739371657371521
},
{
"p": 0.07136712968349457,
"m": 0.3264162540435791
},
{
"p": 0.07150650024414062,
"m": 0.7250232696533203
},
{
"p": 0.07141716033220291,
"m": 0.8966917991638184
},
{
"p": 0.07142405211925507,
"m": 0.92723548412323
},
{
"p": 0.07147105038166046,
"m": 0.6190295219421387
},
{
"p": 0.07154595851898193,
"m": 0.9084417819976807
},
{
"p": 0.07153835892677307,
"m": 0.9731322526931763
},
{
"p": 0.07148374617099762,
"m": 0.5
},
{
"p": 0.07117866724729538,
"m": 0.5
}
]
},
{
"epoch": 84,
"train_loss": 3.04331374168396,
"val_loss": 1.1627401113510132,
"acc": 63.57,
"time": 273.2045610930072,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142758369445801,
"m": 0.5
},
{
"p": 0.07134202867746353,
"m": 0.5
},
{
"p": 0.07147273421287537,
"m": 0.5
},
{
"p": 0.07147713750600815,
"m": 0.795324444770813
},
{
"p": 0.07132632285356522,
"m": 0.681011974811554
},
{
"p": 0.0713324025273323,
"m": 0.4182315766811371
},
{
"p": 0.07154806703329086,
"m": 0.7931814789772034
},
{
"p": 0.07137557864189148,
"m": 0.8499924540519714
},
{
"p": 0.07151143252849579,
"m": 0.9923614859580994
},
{
"p": 0.07140598446130753,
"m": 0.5841106176376343
},
{
"p": 0.07157415896654129,
"m": 0.8992147445678711
},
{
"p": 0.07157328724861145,
"m": 0.9625061750411987
},
{
"p": 0.07149111479520798,
"m": 0.5
},
{
"p": 0.07114218175411224,
"m": 0.5
}
]
},
{
"epoch": 85,
"train_loss": 2.818366289138794,
"val_loss": 0.9737874865531921,
"acc": 63.56,
"time": 272.50651341304183,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143063098192215,
"m": 0.5
},
{
"p": 0.07141118496656418,
"m": 0.5
},
{
"p": 0.0713529884815216,
"m": 0.5
},
{
"p": 0.07148890197277069,
"m": 0.9163423180580139
},
{
"p": 0.07146158814430237,
"m": 0.8051912188529968
},
{
"p": 0.07133115828037262,
"m": 0.45380261540412903
},
{
"p": 0.07152923196554184,
"m": 0.8807204961776733
},
{
"p": 0.071426160633564,
"m": 0.7915545701980591
},
{
"p": 0.07137194275856018,
"m": 0.980652391910553
},
{
"p": 0.07148580253124237,
"m": 0.6280336380004883
},
{
"p": 0.0715077593922615,
"m": 0.9608504772186279
},
{
"p": 0.07158903032541275,
"m": 0.994999885559082
},
{
"p": 0.07132100313901901,
"m": 0.5
},
{
"p": 0.07129260897636414,
"m": 0.5
}
]
},
{
"epoch": 86,
"train_loss": 2.6486034393310547,
"val_loss": 0.9319667220115662,
"acc": 64.77,
"time": 273.5031792250229,
"mix_dist": 0.5,
"param": [
{
"p": 0.07153291255235672,
"m": 0.5
},
{
"p": 0.0713895633816719,
"m": 0.5
},
{
"p": 0.07151522487401962,
"m": 0.5
},
{
"p": 0.07131626456975937,
"m": 0.9890006184577942
},
{
"p": 0.07136975973844528,
"m": 0.8227540254592896
},
{
"p": 0.07132228463888168,
"m": 0.3512941896915436
},
{
"p": 0.07150472700595856,
"m": 0.9929434657096863
},
{
"p": 0.0713421031832695,
"m": 0.7563856840133667
},
{
"p": 0.0715472549200058,
"m": 0.9634086489677429
},
{
"p": 0.07138097286224365,
"m": 0.6263784170150757
},
{
"p": 0.07153279334306717,
"m": 0.9647924900054932
},
{
"p": 0.07160846143960953,
"m": 0.973806619644165
},
{
"p": 0.07160396873950958,
"m": 0.5
},
{
"p": 0.07103369385004044,
"m": 0.5
}
]
},
{
"epoch": 87,
"train_loss": 2.4958739280700684,
"val_loss": 0.9230330586433411,
"acc": 65.29,
"time": 273.2135402300046,
"mix_dist": 0.5,
"param": [
{
"p": 0.07148570567369461,
"m": 0.5
},
{
"p": 0.07147430628538132,
"m": 0.5
},
{
"p": 0.07157804816961288,
"m": 0.5
},
{
"p": 0.07139560580253601,
"m": 0.9876329898834229
},
{
"p": 0.07143557816743851,
"m": 0.9208855628967285
},
{
"p": 0.0713973194360733,
"m": 0.4087774455547333
},
{
"p": 0.0713900476694107,
"m": 0.9408116936683655
},
{
"p": 0.07140657305717468,
"m": 0.8597196936607361
},
{
"p": 0.07134409993886948,
"m": 0.9843149781227112
},
{
"p": 0.07153776288032532,
"m": 0.7200937867164612
},
{
"p": 0.07140414416790009,
"m": 0.9735575318336487
},
{
"p": 0.07147205621004105,
"m": 0.9602653980255127
},
{
"p": 0.07145628333091736,
"m": 0.5
},
{
"p": 0.0712224617600441,
"m": 0.5
}
]
},
{
"epoch": 88,
"train_loss": 2.88226580619812,
"val_loss": 0.9777944684028625,
"acc": 61.58,
"time": 273.7045258710277,
"mix_dist": 0.5,
"param": [
{
"p": 0.0712164044380188,
"m": 0.5
},
{
"p": 0.07138624787330627,
"m": 0.5
},
{
"p": 0.07160627096891403,
"m": 0.5
},
{
"p": 0.07142796367406845,
"m": 0.881409764289856
},
{
"p": 0.07125391811132431,
"m": 0.9729348421096802
},
{
"p": 0.07148881256580353,
"m": 0.4382002055644989
},
{
"p": 0.07147720456123352,
"m": 0.9365707039833069
},
{
"p": 0.07140523195266724,
"m": 0.7766742706298828
},
{
"p": 0.07144058495759964,
"m": 0.9727843403816223
},
{
"p": 0.07156694680452347,
"m": 0.7897149324417114
},
{
"p": 0.07158366590738297,
"m": 0.9921817779541016
},
{
"p": 0.07136595249176025,
"m": 0.9536727070808411
},
{
"p": 0.07157809287309647,
"m": 0.5
},
{
"p": 0.07120265811681747,
"m": 0.5
}
]
},
{
"epoch": 89,
"train_loss": 2.341118812561035,
"val_loss": 1.1550015211105347,
"acc": 64.54,
"time": 272.499545921979,
"mix_dist": 0.5,
"param": [
{
"p": 0.07139496505260468,
"m": 0.5
},
{
"p": 0.07139582186937332,
"m": 0.5
},
{
"p": 0.07127737998962402,
"m": 0.5
},
{
"p": 0.07138615846633911,
"m": 0.9131313562393188
},
{
"p": 0.07129211723804474,
"m": 0.9353950619697571
},
{
"p": 0.07137706130743027,
"m": 0.46081995964050293
},
{
"p": 0.07166410237550735,
"m": 0.9367143511772156
},
{
"p": 0.07149123400449753,
"m": 0.8500348329544067
},
{
"p": 0.07166112959384918,
"m": 0.9566875696182251
},
{
"p": 0.07142085582017899,
"m": 0.8521041870117188
},
{
"p": 0.07153598219156265,
"m": 0.9952045679092407
},
{
"p": 0.0716022327542305,
"m": 0.9959364533424377
},
{
"p": 0.07136540114879608,
"m": 0.5
},
{
"p": 0.07113555073738098,
"m": 0.5
}
]
},
{
"epoch": 90,
"train_loss": 2.6419637203216553,
"val_loss": 1.0174013376235962,
"acc": 64.07,
"time": 273.3389672230114,
"mix_dist": 0.5,
"param": [
{
"p": 0.07155480235815048,
"m": 0.5
},
{
"p": 0.07135453820228577,
"m": 0.5
},
{
"p": 0.07146524637937546,
"m": 0.5
},
{
"p": 0.07118795812129974,
"m": 0.9329840540885925
},
{
"p": 0.07142385840415955,
"m": 0.9521598815917969
},
{
"p": 0.07130832970142365,
"m": 0.27107104659080505
},
{
"p": 0.07152413576841354,
"m": 0.8114410638809204
},
{
"p": 0.0714612752199173,
"m": 0.7539733052253723
},
{
"p": 0.0714554563164711,
"m": 0.9269359707832336
},
{
"p": 0.0713455080986023,
"m": 0.8205928802490234
},
{
"p": 0.07166126370429993,
"m": 1.0
},
{
"p": 0.07145591825246811,
"m": 0.9499313235282898
},
{
"p": 0.07154251635074615,
"m": 0.5
},
{
"p": 0.07125912606716156,
"m": 0.5
}
]
},
{
"epoch": 91,
"train_loss": 2.4566426277160645,
"val_loss": 1.020800232887268,
"acc": 65.03,
"time": 272.76146386400796,
"mix_dist": 0.5,
"param": [
{
"p": 0.0715361014008522,
"m": 0.5
},
{
"p": 0.07130981236696243,
"m": 0.5
},
{
"p": 0.07155531644821167,
"m": 0.5
},
{
"p": 0.07152138650417328,
"m": 0.953366756439209
},
{
"p": 0.07119619101285934,
"m": 0.9203610420227051
},
{
"p": 0.07142369449138641,
"m": 0.2336881011724472
},
{
"p": 0.07152730226516724,
"m": 0.849369466304779
},
{
"p": 0.07147154211997986,
"m": 0.6293098330497742
},
{
"p": 0.07145679742097855,
"m": 0.9402878284454346
},
{
"p": 0.07138211280107498,
"m": 0.8224987983703613
},
{
"p": 0.07143436372280121,
"m": 0.9634372591972351
},
{
"p": 0.07144283503293991,
"m": 1.0
},
{
"p": 0.07149412482976913,
"m": 0.5
},
{
"p": 0.07124840468168259,
"m": 0.5
}
]
},
{
"epoch": 92,
"train_loss": 2.415717601776123,
"val_loss": 0.956186830997467,
"acc": 65.03,
"time": 272.89371055399533,
"mix_dist": 0.5,
"param": [
{
"p": 0.07163948565721512,
"m": 0.5
},
{
"p": 0.07122266292572021,
"m": 0.5
},
{
"p": 0.071610227227211,
"m": 0.5
},
{
"p": 0.07143960893154144,
"m": 0.9890055656433105
},
{
"p": 0.07138964533805847,
"m": 0.8432149887084961
},
{
"p": 0.07139010727405548,
"m": 0.2891068160533905
},
{
"p": 0.07139432430267334,
"m": 0.9265320897102356
},
{
"p": 0.07153572887182236,
"m": 0.808577299118042
},
{
"p": 0.07128985971212387,
"m": 0.9729692935943604
},
{
"p": 0.07153679430484772,
"m": 0.8426017761230469
},
{
"p": 0.07141588628292084,
"m": 0.9034237265586853
},
{
"p": 0.0715339407324791,
"m": 1.0
},
{
"p": 0.07137668132781982,
"m": 0.5
},
{
"p": 0.07122507691383362,
"m": 0.5
}
]
},
{
"epoch": 93,
"train_loss": 2.283134698867798,
"val_loss": 1.03830885887146,
"acc": 66.18,
"time": 273.17869026004337,
"mix_dist": 0.5,
"param": [
{
"p": 0.07162546366453171,
"m": 0.5
},
{
"p": 0.07126326858997345,
"m": 0.5
},
{
"p": 0.07149853557348251,
"m": 0.5
},
{
"p": 0.07130798697471619,
"m": 0.9013991951942444
},
{
"p": 0.0714387521147728,
"m": 0.8281368613243103
},
{
"p": 0.07141934335231781,
"m": 0.3155249059200287
},
{
"p": 0.07147049903869629,
"m": 0.9840772151947021
},
{
"p": 0.07154926657676697,
"m": 0.7714658379554749
},
{
"p": 0.0714496448636055,
"m": 0.9828603267669678
},
{
"p": 0.07152719795703888,
"m": 0.8340845108032227
},
{
"p": 0.07143599539995193,
"m": 0.8455781936645508
},
{
"p": 0.07127633690834045,
"m": 1.0
},
{
"p": 0.0713905394077301,
"m": 0.5
},
{
"p": 0.07134713977575302,
"m": 0.5
}
]
},
{
"epoch": 94,
"train_loss": 2.052523612976074,
"val_loss": 0.9680196642875671,
"acc": 65.72,
"time": 272.29847999702906,
"mix_dist": 0.5,
"param": [
{
"p": 0.07151828706264496,
"m": 0.5
},
{
"p": 0.07137493044137955,
"m": 0.5
},
{
"p": 0.07148201018571854,
"m": 0.5
},
{
"p": 0.0712907537817955,
"m": 0.8900913000106812
},
{
"p": 0.07143630087375641,
"m": 0.802838146686554
},
{
"p": 0.0714583620429039,
"m": 0.29385870695114136
},
{
"p": 0.07168272882699966,
"m": 1.0
},
{
"p": 0.0713844895362854,
"m": 0.8622918725013733
},
{
"p": 0.07152224332094193,
"m": 0.9254103899002075
},
{
"p": 0.07132697105407715,
"m": 0.9018692970275879
},
{
"p": 0.07150818407535553,
"m": 0.8616015911102295
},
{
"p": 0.07153303176164627,
"m": 0.9962765574455261
},
{
"p": 0.07136514782905579,
"m": 0.5
},
{
"p": 0.07111658900976181,
"m": 0.5
}
]
},
{
"epoch": 95,
"train_loss": 1.9871371984481812,
"val_loss": 0.9396569728851318,
"acc": 66.01,
"time": 272.8844496359816,
"mix_dist": 0.5,
"param": [
{
"p": 0.07149669528007507,
"m": 0.5
},
{
"p": 0.07130879163742065,
"m": 0.5
},
{
"p": 0.07143057137727737,
"m": 0.5
},
{
"p": 0.07135403901338577,
"m": 0.8311757445335388
},
{
"p": 0.07135436683893204,
"m": 0.9338707327842712
},
{
"p": 0.071454256772995,
"m": 0.41518279910087585
},
{
"p": 0.07150139659643173,
"m": 1.0
},
{
"p": 0.0713895782828331,
"m": 0.8548087477684021
},
{
"p": 0.07141014188528061,
"m": 0.8711943030357361
},
{
"p": 0.07151109725236893,
"m": 0.8210822939872742
},
{
"p": 0.07147563993930817,
"m": 0.9044744372367859
},
{
"p": 0.07149564474821091,
"m": 0.9672015309333801
},
{
"p": 0.07158415764570236,
"m": 0.5
},
{
"p": 0.07123365253210068,
"m": 0.5
}
]
},
{
"epoch": 96,
"train_loss": 2.411256790161133,
"val_loss": 1.090775966644287,
"acc": 65.2,
"time": 274.22466608602554,
"mix_dist": 0.5,
"param": [
{
"p": 0.07140205800533295,
"m": 0.5
},
{
"p": 0.07152804732322693,
"m": 0.5
},
{
"p": 0.07163716107606888,
"m": 0.5
},
{
"p": 0.07129569351673126,
"m": 0.9669404625892639
},
{
"p": 0.0715164765715599,
"m": 1.0
},
{
"p": 0.07134725153446198,
"m": 0.4750900864601135
},
{
"p": 0.07139857113361359,
"m": 0.9912168979644775
},
{
"p": 0.07150809466838837,
"m": 0.8467746376991272
},
{
"p": 0.07136483490467072,
"m": 0.9276531934738159
},
{
"p": 0.07146740704774857,
"m": 0.9038385152816772
},
{
"p": 0.07136587053537369,
"m": 0.9545820355415344
},
{
"p": 0.07141654193401337,
"m": 0.9983997941017151
},
{
"p": 0.07138434797525406,
"m": 0.5
},
{
"p": 0.07136766612529755,
"m": 0.5
}
]
},
{
"epoch": 97,
"train_loss": 2.368812322616577,
"val_loss": 1.0467969179153442,
"acc": 65.37,
"time": 272.79772817797493,
"mix_dist": 0.5,
"param": [
{
"p": 0.07163301110267639,
"m": 0.5
},
{
"p": 0.07137551158666611,
"m": 0.5
},
{
"p": 0.07126463949680328,
"m": 0.5
},
{
"p": 0.07143644243478775,
"m": 0.8313749432563782
},
{
"p": 0.0715819001197815,
"m": 0.9057392477989197
},
{
"p": 0.07113069295883179,
"m": 0.520657479763031
},
{
"p": 0.07142353802919388,
"m": 0.9356450438499451
},
{
"p": 0.07139009982347488,
"m": 0.9089011549949646
},
{
"p": 0.07141663134098053,
"m": 0.9705557227134705
},
{
"p": 0.07142069935798645,
"m": 0.8162801265716553
},
{
"p": 0.07139769196510315,
"m": 0.9375331401824951
},
{
"p": 0.0717172771692276,
"m": 0.9872714281082153
},
{
"p": 0.0715055838227272,
"m": 0.5
},
{
"p": 0.07130633294582367,
"m": 0.5
}
]
},
{
"epoch": 98,
"train_loss": 2.487287759780884,
"val_loss": 0.9663571715354919,
"acc": 67.48,
"time": 271.8413727590232,
"mix_dist": 0.5,
"param": [
{
"p": 0.07145329564809799,
"m": 0.5
},
{
"p": 0.07133858650922775,
"m": 0.5
},
{
"p": 0.07184800505638123,
"m": 0.5
},
{
"p": 0.071338951587677,
"m": 0.8125674724578857
},
{
"p": 0.07136618345975876,
"m": 0.8789957761764526
},
{
"p": 0.07132802158594131,
"m": 0.5804197788238525
},
{
"p": 0.07151646912097931,
"m": 0.9853003621101379
},
{
"p": 0.07145979255437851,
"m": 0.8584580421447754
},
{
"p": 0.07148545980453491,
"m": 0.8580792546272278
},
{
"p": 0.07136236131191254,
"m": 0.825825572013855
},
{
"p": 0.07139058411121368,
"m": 0.9610490798950195
},
{
"p": 0.07161426544189453,
"m": 0.9992422461509705
},
{
"p": 0.07147537916898727,
"m": 0.5
},
{
"p": 0.07102265954017639,
"m": 0.5
}
]
},
{
"epoch": 99,
"train_loss": 2.602722644805908,
"val_loss": 0.9454357028007507,
"acc": 65.77,
"time": 273.1152865770273,
"mix_dist": 0.5,
"param": [
{
"p": 0.07137443870306015,
"m": 0.5
},
{
"p": 0.07122375816106796,
"m": 0.5
},
{
"p": 0.07162831723690033,
"m": 0.5
},
{
"p": 0.07126539945602417,
"m": 0.7711375951766968
},
{
"p": 0.07131781429052353,
"m": 0.9221298694610596
},
{
"p": 0.0712713971734047,
"m": 0.6711108684539795
},
{
"p": 0.07150889188051224,
"m": 0.791843831539154
},
{
"p": 0.07143132388591766,
"m": 0.8351155519485474
},
{
"p": 0.07126674056053162,
"m": 0.8450682759284973
},
{
"p": 0.07174190133810043,
"m": 0.8023363351821899
},
{
"p": 0.07148965448141098,
"m": 0.9971338510513306
},
{
"p": 0.07145630568265915,
"m": 1.0
},
{
"p": 0.07155193388462067,
"m": 0.5
},
{
"p": 0.07147213816642761,
"m": 0.5
}
]
},
{
"epoch": 100,
"train_loss": 2.2220780849456787,
"val_loss": 1.0182148218154907,
"acc": 66.74,
"time": 273.9203276039916,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143429666757584,
"m": 0.5
},
{
"p": 0.07129635661840439,
"m": 0.5
},
{
"p": 0.07131975889205933,
"m": 0.5
},
{
"p": 0.07157421857118607,
"m": 0.8511480689048767
},
{
"p": 0.07131551951169968,
"m": 0.9447296261787415
},
{
"p": 0.07136410474777222,
"m": 0.6153518557548523
},
{
"p": 0.07159991562366486,
"m": 0.8250759243965149
},
{
"p": 0.07141072303056717,
"m": 0.8395715355873108
},
{
"p": 0.07145525515079498,
"m": 0.7361205816268921
},
{
"p": 0.0715303048491478,
"m": 0.8180896043777466
},
{
"p": 0.07141317427158356,
"m": 0.8725646138191223
},
{
"p": 0.07153943926095963,
"m": 0.9971197843551636
},
{
"p": 0.07145626097917557,
"m": 0.5
},
{
"p": 0.07129066437482834,
"m": 0.5
}
]
},
{
"epoch": 101,
"train_loss": 2.2477059364318848,
"val_loss": 0.9355217218399048,
"acc": 66.84,
"time": 272.3688954520039,
"mix_dist": 0.5,
"param": [
{
"p": 0.07151389867067337,
"m": 0.5
},
{
"p": 0.07113739848136902,
"m": 0.5
},
{
"p": 0.07140551507472992,
"m": 0.5
},
{
"p": 0.07146196067333221,
"m": 0.8135151267051697
},
{
"p": 0.07161758840084076,
"m": 0.8489634990692139
},
{
"p": 0.07121311128139496,
"m": 0.5627108216285706
},
{
"p": 0.0714644268155098,
"m": 0.9124971628189087
},
{
"p": 0.07147572189569473,
"m": 0.8721699714660645
},
{
"p": 0.07148198783397675,
"m": 0.708404004573822
},
{
"p": 0.07141745090484619,
"m": 0.8009151220321655
},
{
"p": 0.07146260887384415,
"m": 0.9097198843955994
},
{
"p": 0.07166817784309387,
"m": 0.9817296266555786
},
{
"p": 0.07143691927194595,
"m": 0.5
},
{
"p": 0.07124318927526474,
"m": 0.5
}
]
},
{
"epoch": 102,
"train_loss": 2.2601776123046875,
"val_loss": 0.8985719084739685,
"acc": 64.47,
"time": 273.28045323997503,
"mix_dist": 0.5,
"param": [
{
"p": 0.07139077037572861,
"m": 0.5
},
{
"p": 0.07122774422168732,
"m": 0.5
},
{
"p": 0.07129058241844177,
"m": 0.5
},
{
"p": 0.07116887718439102,
"m": 0.7007045745849609
},
{
"p": 0.0710941031575203,
"m": 0.8571056723594666
},
{
"p": 0.07157619297504425,
"m": 0.5406146049499512
},
{
"p": 0.0711958035826683,
"m": 0.9858840107917786
},
{
"p": 0.07160867005586624,
"m": 0.7375121116638184
},
{
"p": 0.07150694727897644,
"m": 0.7270588278770447
},
{
"p": 0.07145586609840393,
"m": 0.8622943758964539
},
{
"p": 0.071886345744133,
"m": 0.9055631160736084
},
{
"p": 0.07158215343952179,
"m": 0.9825125336647034
},
{
"p": 0.07173772156238556,
"m": 0.5
},
{
"p": 0.07127822190523148,
"m": 0.5
}
]
},
{
"epoch": 103,
"train_loss": 2.4519567489624023,
"val_loss": 1.0753055810928345,
"acc": 66.66,
"time": 273.0051184470067,
"mix_dist": 0.5,
"param": [
{
"p": 0.07151701301336288,
"m": 0.5
},
{
"p": 0.07127385586500168,
"m": 0.5
},
{
"p": 0.07146356999874115,
"m": 0.5
},
{
"p": 0.07143344730138779,
"m": 0.7259908318519592
},
{
"p": 0.07125237584114075,
"m": 0.7893985509872437
},
{
"p": 0.07142753154039383,
"m": 0.5402501821517944
},
{
"p": 0.07162535935640335,
"m": 0.9127233624458313
},
{
"p": 0.07149585336446762,
"m": 0.6951133012771606
},
{
"p": 0.07144176214933395,
"m": 0.7769915461540222
},
{
"p": 0.07133122533559799,
"m": 0.8994288444519043
},
{
"p": 0.07145924866199493,
"m": 0.9431688785552979
},
{
"p": 0.071505106985569,
"m": 1.0
},
{
"p": 0.07158073782920837,
"m": 0.5
},
{
"p": 0.0711928978562355,
"m": 0.5
}
]
},
{
"epoch": 104,
"train_loss": 2.1721866130828857,
"val_loss": 1.0734834671020508,
"acc": 65.57,
"time": 272.5703433440067,
"mix_dist": 0.5,
"param": [
{
"p": 0.07156037539243698,
"m": 0.5
},
{
"p": 0.07133666425943375,
"m": 0.5
},
{
"p": 0.0714600458741188,
"m": 0.5
},
{
"p": 0.07145939767360687,
"m": 0.7633675336837769
},
{
"p": 0.07155635207891464,
"m": 0.8521021008491516
},
{
"p": 0.07104938477277756,
"m": 0.7151718139648438
},
{
"p": 0.07164212316274643,
"m": 1.0
},
{
"p": 0.07125730067491531,
"m": 0.7286551594734192
},
{
"p": 0.07142331451177597,
"m": 0.8676515817642212
},
{
"p": 0.07132894545793533,
"m": 0.8907021284103394
},
{
"p": 0.07141571491956711,
"m": 0.9387271404266357
},
{
"p": 0.0715850293636322,
"m": 1.0
},
{
"p": 0.07162810862064362,
"m": 0.5
},
{
"p": 0.07129727303981781,
"m": 0.5
}
]
},
{
"epoch": 105,
"train_loss": 2.62103271484375,
"val_loss": 1.014480471611023,
"acc": 67.22,
"time": 273.05354207899654,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143336534500122,
"m": 0.5
},
{
"p": 0.07130266726016998,
"m": 0.5
},
{
"p": 0.07153049856424332,
"m": 0.5
},
{
"p": 0.07150931656360626,
"m": 0.8151422739028931
},
{
"p": 0.07140271365642548,
"m": 0.7828890681266785
},
{
"p": 0.07135817408561707,
"m": 0.6521074771881104
},
{
"p": 0.0715022012591362,
"m": 0.9456971287727356
},
{
"p": 0.0714227482676506,
"m": 0.7724639773368835
},
{
"p": 0.07147515565156937,
"m": 0.8564493060112
},
{
"p": 0.07150790095329285,
"m": 0.8895022869110107
},
{
"p": 0.07144656032323837,
"m": 0.9996924996376038
},
{
"p": 0.07141347229480743,
"m": 0.9708974957466125
},
{
"p": 0.07146569341421127,
"m": 0.5
},
{
"p": 0.0712294951081276,
"m": 0.5
}
]
},
{
"epoch": 106,
"train_loss": 2.372859001159668,
"val_loss": 0.9298411011695862,
"acc": 67.88,
"time": 271.3837718309951,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143131643533707,
"m": 0.5
},
{
"p": 0.07133343815803528,
"m": 0.5
},
{
"p": 0.07133451849222183,
"m": 0.5
},
{
"p": 0.07139544934034348,
"m": 0.6410042643547058
},
{
"p": 0.07131925225257874,
"m": 0.8798880577087402
},
{
"p": 0.07125026732683182,
"m": 0.5455395579338074
},
{
"p": 0.0715707540512085,
"m": 0.888850212097168
},
{
"p": 0.07154051214456558,
"m": 0.7644025087356567
},
{
"p": 0.07148531824350357,
"m": 0.9225555062294006
},
{
"p": 0.07141170650720596,
"m": 0.8121182918548584
},
{
"p": 0.0715177059173584,
"m": 0.9624499082565308
},
{
"p": 0.07140593230724335,
"m": 0.9996026158332825
},
{
"p": 0.07175944745540619,
"m": 0.5
},
{
"p": 0.07124438881874084,
"m": 0.5
}
]
},
{
"epoch": 107,
"train_loss": 2.417942762374878,
"val_loss": 0.9609440565109253,
"acc": 66.45,
"time": 273.2966724409489,
"mix_dist": 0.5,
"param": [
{
"p": 0.07172682136297226,
"m": 0.5
},
{
"p": 0.0711614340543747,
"m": 0.5
},
{
"p": 0.07131921499967575,
"m": 0.5
},
{
"p": 0.07133270800113678,
"m": 0.5579137206077576
},
{
"p": 0.07129740715026855,
"m": 0.8276261687278748
},
{
"p": 0.07153505831956863,
"m": 0.6018113493919373
},
{
"p": 0.0713919997215271,
"m": 0.979685366153717
},
{
"p": 0.07129645347595215,
"m": 0.7474738955497742
},
{
"p": 0.07154553383588791,
"m": 0.9484879970550537
},
{
"p": 0.07159514725208282,
"m": 0.8454519510269165
},
{
"p": 0.07142294943332672,
"m": 0.9992092847824097
},
{
"p": 0.0714225247502327,
"m": 0.981715202331543
},
{
"p": 0.07156118750572205,
"m": 0.5
},
{
"p": 0.07139163464307785,
"m": 0.5
}
]
},
{
"epoch": 108,
"train_loss": 2.0616962909698486,
"val_loss": 0.9020668268203735,
"acc": 67.76,
"time": 273.2656221239595,
"mix_dist": 0.5,
"param": [
{
"p": 0.07136602699756622,
"m": 0.5
},
{
"p": 0.07136420160531998,
"m": 0.5
},
{
"p": 0.07140413671731949,
"m": 0.5
},
{
"p": 0.07141075283288956,
"m": 0.6446148753166199
},
{
"p": 0.0713929757475853,
"m": 0.7049765586853027
},
{
"p": 0.07143683731555939,
"m": 0.5619258284568787
},
{
"p": 0.07144494354724884,
"m": 1.0
},
{
"p": 0.07128620892763138,
"m": 0.9533302187919617
},
{
"p": 0.07137446850538254,
"m": 0.9699214100837708
},
{
"p": 0.07145114243030548,
"m": 0.8829634189605713
},
{
"p": 0.07161726802587509,
"m": 1.0
},
{
"p": 0.07171741873025894,
"m": 0.973539412021637
},
{
"p": 0.07148920744657516,
"m": 0.5
},
{
"p": 0.07124442607164383,
"m": 0.5
}
]
},
{
"epoch": 109,
"train_loss": 2.1400749683380127,
"val_loss": 0.9293437600135803,
"acc": 66.98,
"time": 272.95695866603637,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714796632528305,
"m": 0.5
},
{
"p": 0.07138997316360474,
"m": 0.5
},
{
"p": 0.07158591598272324,
"m": 0.5
},
{
"p": 0.07134874910116196,
"m": 0.66376793384552
},
{
"p": 0.0712549164891243,
"m": 0.5838150382041931
},
{
"p": 0.0713515654206276,
"m": 0.7463799715042114
},
{
"p": 0.07144424319267273,
"m": 0.9999770522117615
},
{
"p": 0.07130784541368484,
"m": 0.8799976110458374
},
{
"p": 0.0714263990521431,
"m": 1.0
},
{
"p": 0.07153093069791794,
"m": 0.8676018714904785
},
{
"p": 0.07152808457612991,
"m": 0.9408604502677917
},
{
"p": 0.07163546979427338,
"m": 1.0
},
{
"p": 0.0715089738368988,
"m": 0.5
},
{
"p": 0.07120723277330399,
"m": 0.5
}
]
},
{
"epoch": 110,
"train_loss": 2.029698610305786,
"val_loss": 0.9672276973724365,
"acc": 65.39,
"time": 272.978532159992,
"mix_dist": 0.5,
"param": [
{
"p": 0.07161984592676163,
"m": 0.5
},
{
"p": 0.07109948992729187,
"m": 0.5
},
{
"p": 0.07123854011297226,
"m": 0.5
},
{
"p": 0.07120862603187561,
"m": 0.6537762880325317
},
{
"p": 0.07131243497133255,
"m": 0.676398754119873
},
{
"p": 0.07152406871318817,
"m": 0.7365895509719849
},
{
"p": 0.07145751267671585,
"m": 0.9852997660636902
},
{
"p": 0.07148080319166183,
"m": 0.8718504905700684
},
{
"p": 0.07170353829860687,
"m": 0.9086331129074097
},
{
"p": 0.07136484235525131,
"m": 0.8180497288703918
},
{
"p": 0.07138139009475708,
"m": 0.9336031079292297
},
{
"p": 0.07154830545186996,
"m": 1.0
},
{
"p": 0.07162734121084213,
"m": 0.5
},
{
"p": 0.07143328338861465,
"m": 0.5
}
]
},
{
"epoch": 111,
"train_loss": 2.4676756858825684,
"val_loss": 0.9759675860404968,
"acc": 65.92,
"time": 271.3144934140146,
"mix_dist": 0.5,
"param": [
{
"p": 0.07140735536813736,
"m": 0.5
},
{
"p": 0.07112285494804382,
"m": 0.5
},
{
"p": 0.07148494571447372,
"m": 0.5
},
{
"p": 0.07152261584997177,
"m": 0.5085482001304626
},
{
"p": 0.07146691530942917,
"m": 0.6593250036239624
},
{
"p": 0.07128088921308517,
"m": 0.6605391502380371
},
{
"p": 0.07141479849815369,
"m": 0.9952694177627563
},
{
"p": 0.07154683023691177,
"m": 0.8403109312057495
},
{
"p": 0.07129786163568497,
"m": 0.9997397661209106
},
{
"p": 0.07136255502700806,
"m": 0.8030684590339661
},
{
"p": 0.0716952309012413,
"m": 0.9908667802810669
},
{
"p": 0.0717267096042633,
"m": 0.9979750514030457
},
{
"p": 0.07153581082820892,
"m": 0.5
},
{
"p": 0.07113462686538696,
"m": 0.5
}
]
},
{
"epoch": 112,
"train_loss": 2.2995405197143555,
"val_loss": 0.9763035178184509,
"acc": 67.49,
"time": 273.3532847739989,
"mix_dist": 0.5,
"param": [
{
"p": 0.07122775912284851,
"m": 0.5
},
{
"p": 0.07130327820777893,
"m": 0.5
},
{
"p": 0.07160939276218414,
"m": 0.5
},
{
"p": 0.07152319699525833,
"m": 0.670563817024231
},
{
"p": 0.0714561939239502,
"m": 0.5614626407623291
},
{
"p": 0.07140857726335526,
"m": 0.7911913990974426
},
{
"p": 0.07148721069097519,
"m": 0.8534416556358337
},
{
"p": 0.07155505567789078,
"m": 0.9532960653305054
},
{
"p": 0.0716654434800148,
"m": 1.0
},
{
"p": 0.07152963429689407,
"m": 0.9296331405639648
},
{
"p": 0.07147219032049179,
"m": 0.9974765181541443
},
{
"p": 0.07134716957807541,
"m": 1.0
},
{
"p": 0.07130061835050583,
"m": 0.5
},
{
"p": 0.07111424207687378,
"m": 0.5
}
]
},
{
"epoch": 113,
"train_loss": 2.702512741088867,
"val_loss": 1.0017879009246826,
"acc": 67.05,
"time": 272.08202149998397,
"mix_dist": 0.5,
"param": [
{
"p": 0.07157827913761139,
"m": 0.5
},
{
"p": 0.07124237716197968,
"m": 0.5
},
{
"p": 0.07138737291097641,
"m": 0.5
},
{
"p": 0.07148449867963791,
"m": 0.667148232460022
},
{
"p": 0.07134652882814407,
"m": 0.6655818223953247
},
{
"p": 0.07137330621480942,
"m": 0.8992754817008972
},
{
"p": 0.07155773788690567,
"m": 1.0
},
{
"p": 0.07144607603549957,
"m": 0.904239296913147
},
{
"p": 0.07149197161197662,
"m": 0.9681969285011292
},
{
"p": 0.07156733423471451,
"m": 0.986148476600647
},
{
"p": 0.07141736149787903,
"m": 0.9977248907089233
},
{
"p": 0.07158166170120239,
"m": 1.0
},
{
"p": 0.07128479331731796,
"m": 0.5
},
{
"p": 0.07124074548482895,
"m": 0.5
}
]
},
{
"epoch": 114,
"train_loss": 2.1617019176483154,
"val_loss": 0.9623852968215942,
"acc": 68.55,
"time": 273.3407734759967,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144542038440704,
"m": 0.5
},
{
"p": 0.07128291577100754,
"m": 0.5
},
{
"p": 0.07140996307134628,
"m": 0.5
},
{
"p": 0.07149596512317657,
"m": 0.6685848832130432
},
{
"p": 0.071492500603199,
"m": 0.609792172908783
},
{
"p": 0.0711129680275917,
"m": 0.9537872672080994
},
{
"p": 0.07133635133504868,
"m": 0.9955636262893677
},
{
"p": 0.07120335102081299,
"m": 0.8718123435974121
},
{
"p": 0.07152124494314194,
"m": 0.8912422060966492
},
{
"p": 0.0716395229101181,
"m": 0.9814473986625671
},
{
"p": 0.07163039594888687,
"m": 0.9707507491111755
},
{
"p": 0.07157156616449356,
"m": 0.9987805485725403
},
{
"p": 0.07157428562641144,
"m": 0.5
},
{
"p": 0.07128359377384186,
"m": 0.5
}
]
},
{
"epoch": 115,
"train_loss": 2.165482997894287,
"val_loss": 0.915266215801239,
"acc": 67.68,
"time": 272.60994115297217,
"mix_dist": 0.5,
"param": [
{
"p": 0.07139301300048828,
"m": 0.5
},
{
"p": 0.07160602509975433,
"m": 0.5
},
{
"p": 0.07160650938749313,
"m": 0.5
},
{
"p": 0.0713832825422287,
"m": 0.663903534412384
},
{
"p": 0.07146613299846649,
"m": 0.6743791699409485
},
{
"p": 0.07102984189987183,
"m": 0.9658547639846802
},
{
"p": 0.0714961588382721,
"m": 0.9201560020446777
},
{
"p": 0.0714227482676506,
"m": 0.8885090351104736
},
{
"p": 0.07142414897680283,
"m": 0.9785959124565125
},
{
"p": 0.07162394374608994,
"m": 0.925083577632904
},
{
"p": 0.07159844785928726,
"m": 0.9216057658195496
},
{
"p": 0.07149197906255722,
"m": 0.9977670311927795
},
{
"p": 0.07156945765018463,
"m": 0.5
},
{
"p": 0.07088829576969147,
"m": 0.5
}
]
},
{
"epoch": 116,
"train_loss": 2.1160411834716797,
"val_loss": 1.0093977451324463,
"acc": 66.99,
"time": 272.37498000700725,
"mix_dist": 0.5,
"param": [
{
"p": 0.07153265178203583,
"m": 0.5
},
{
"p": 0.07130260765552521,
"m": 0.5
},
{
"p": 0.07149927318096161,
"m": 0.5
},
{
"p": 0.07170871645212173,
"m": 0.6016110777854919
},
{
"p": 0.07148735225200653,
"m": 0.5074100494384766
},
{
"p": 0.07123533636331558,
"m": 0.914465606212616
},
{
"p": 0.07142985612154007,
"m": 0.9476643204689026
},
{
"p": 0.07147882133722305,
"m": 0.8006460070610046
},
{
"p": 0.07126675546169281,
"m": 0.9911196827888489
},
{
"p": 0.07137840986251831,
"m": 0.9175141453742981
},
{
"p": 0.07149951905012131,
"m": 1.0
},
{
"p": 0.07146307080984116,
"m": 1.0
},
{
"p": 0.07151223719120026,
"m": 0.5
},
{
"p": 0.07120539993047714,
"m": 0.5
}
]
},
{
"epoch": 117,
"train_loss": 2.4715280532836914,
"val_loss": 0.9951608180999756,
"acc": 67.92,
"time": 272.8043020690093,
"mix_dist": 0.5,
"param": [
{
"p": 0.07162152230739594,
"m": 0.5
},
{
"p": 0.07120905071496964,
"m": 0.5
},
{
"p": 0.0715092346072197,
"m": 0.5
},
{
"p": 0.07156699150800705,
"m": 0.612036943435669
},
{
"p": 0.07124198973178864,
"m": 0.552882194519043
},
{
"p": 0.07119970768690109,
"m": 0.8560875058174133
},
{
"p": 0.07139181345701218,
"m": 0.9976006150245667
},
{
"p": 0.07151539623737335,
"m": 0.5593121647834778
},
{
"p": 0.07154262065887451,
"m": 0.8052326440811157
},
{
"p": 0.0714910700917244,
"m": 0.8244703412055969
},
{
"p": 0.07153642922639847,
"m": 0.9237263202667236
},
{
"p": 0.07153764367103577,
"m": 1.0
},
{
"p": 0.07138046622276306,
"m": 0.5
},
{
"p": 0.07125610113143921,
"m": 0.5
}
]
},
{
"epoch": 118,
"train_loss": 2.4788882732391357,
"val_loss": 0.8839617967605591,
"acc": 69.05,
"time": 272.8554213390453,
"mix_dist": 0.5,
"param": [
{
"p": 0.07161805033683777,
"m": 0.5
},
{
"p": 0.0712200477719307,
"m": 0.5
},
{
"p": 0.07127003371715546,
"m": 0.5
},
{
"p": 0.07166443020105362,
"m": 0.6028319597244263
},
{
"p": 0.0712059810757637,
"m": 0.5604994297027588
},
{
"p": 0.07122299820184708,
"m": 0.7396027445793152
},
{
"p": 0.071382075548172,
"m": 0.969245433807373
},
{
"p": 0.07154925912618637,
"m": 0.6306315660476685
},
{
"p": 0.07150887697935104,
"m": 0.8771465420722961
},
{
"p": 0.07151426374912262,
"m": 0.8078568577766418
},
{
"p": 0.07125408202409744,
"m": 0.9005012512207031
},
{
"p": 0.0715361163020134,
"m": 1.0
},
{
"p": 0.07175009697675705,
"m": 0.5
},
{
"p": 0.07130367308855057,
"m": 0.5
}
]
},
{
"epoch": 119,
"train_loss": 2.278573513031006,
"val_loss": 0.8935697674751282,
"acc": 68.35,
"time": 271.504900223983,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714634507894516,
"m": 0.5
},
{
"p": 0.07118736952543259,
"m": 0.5
},
{
"p": 0.07160202413797379,
"m": 0.5
},
{
"p": 0.0714699774980545,
"m": 0.6589697003364563
},
{
"p": 0.07150425016880035,
"m": 0.6103957891464233
},
{
"p": 0.07137808948755264,
"m": 0.7760624885559082
},
{
"p": 0.07136756181716919,
"m": 0.9251734614372253
},
{
"p": 0.07153723388910294,
"m": 0.7242122888565063
},
{
"p": 0.07136700302362442,
"m": 0.9410765171051025
},
{
"p": 0.07153777778148651,
"m": 0.8822423815727234
},
{
"p": 0.07149694114923477,
"m": 0.903515100479126
},
{
"p": 0.0712776929140091,
"m": 0.996998131275177
},
{
"p": 0.07171501219272614,
"m": 0.5
},
{
"p": 0.07109566777944565,
"m": 0.5
}
]
},
{
"epoch": 120,
"train_loss": 2.319797992706299,
"val_loss": 0.917153537273407,
"acc": 68.6,
"time": 273.99080485402374,
"mix_dist": 0.5,
"param": [
{
"p": 0.07124048471450806,
"m": 0.5
},
{
"p": 0.07127133756875992,
"m": 0.5
},
{
"p": 0.07146955281496048,
"m": 0.5
},
{
"p": 0.07158347219228745,
"m": 0.5849723815917969
},
{
"p": 0.0716044083237648,
"m": 0.6355637907981873
},
{
"p": 0.07107046991586685,
"m": 0.8170064091682434
},
{
"p": 0.0712810605764389,
"m": 0.9912313222885132
},
{
"p": 0.07164811342954636,
"m": 0.6910000443458557
},
{
"p": 0.07149165868759155,
"m": 0.9566643834114075
},
{
"p": 0.0715460330247879,
"m": 0.90414959192276
},
{
"p": 0.07152268290519714,
"m": 0.8927081227302551
},
{
"p": 0.07152479141950607,
"m": 0.9894807934761047
},
{
"p": 0.07150202244520187,
"m": 0.5
},
{
"p": 0.07124383002519608,
"m": 0.5
}
]
},
{
"epoch": 121,
"train_loss": 2.208385467529297,
"val_loss": 1.0075876712799072,
"acc": 66.83,
"time": 274.35715259599965,
"mix_dist": 0.5,
"param": [
{
"p": 0.07160546630620956,
"m": 0.5
},
{
"p": 0.07146687060594559,
"m": 0.5
},
{
"p": 0.07149087637662888,
"m": 0.5
},
{
"p": 0.07156186550855637,
"m": 0.725737988948822
},
{
"p": 0.07143328338861465,
"m": 0.64815354347229
},
{
"p": 0.07128532975912094,
"m": 0.8646994829177856
},
{
"p": 0.07138732075691223,
"m": 0.9958407878875732
},
{
"p": 0.07112058997154236,
"m": 0.6995639801025391
},
{
"p": 0.07166086137294769,
"m": 0.8858309984207153
},
{
"p": 0.0715896487236023,
"m": 0.8931530117988586
},
{
"p": 0.0713191106915474,
"m": 1.0
},
{
"p": 0.07144778221845627,
"m": 0.9600856304168701
},
{
"p": 0.07153601944446564,
"m": 0.5
},
{
"p": 0.07109498977661133,
"m": 0.5
}
]
},
{
"epoch": 122,
"train_loss": 2.3216333389282227,
"val_loss": 0.899309515953064,
"acc": 68.77,
"time": 274.1844752720208,
"mix_dist": 0.5,
"param": [
{
"p": 0.07164029031991959,
"m": 0.5
},
{
"p": 0.07127056270837784,
"m": 0.5
},
{
"p": 0.07175181061029434,
"m": 0.5
},
{
"p": 0.07158130407333374,
"m": 0.7007442116737366
},
{
"p": 0.07116464525461197,
"m": 0.5967356562614441
},
{
"p": 0.0711096003651619,
"m": 0.7855562567710876
},
{
"p": 0.07174744457006454,
"m": 0.9987960457801819
},
{
"p": 0.07149913161993027,
"m": 0.6778661012649536
},
{
"p": 0.07128952443599701,
"m": 0.9284389615058899
},
{
"p": 0.07142898440361023,
"m": 0.8925963044166565
},
{
"p": 0.07144387811422348,
"m": 1.0
},
{
"p": 0.07141204178333282,
"m": 0.9961766004562378
},
{
"p": 0.07141992449760437,
"m": 0.5
},
{
"p": 0.0712408572435379,
"m": 0.5
}
]
},
{
"epoch": 123,
"train_loss": 2.085566759109497,
"val_loss": 0.8505937457084656,
"acc": 69.29,
"time": 273.129112329043,
"mix_dist": 0.5,
"param": [
{
"p": 0.0715133547782898,
"m": 0.5
},
{
"p": 0.07139008492231369,
"m": 0.5
},
{
"p": 0.07157677412033081,
"m": 0.5
},
{
"p": 0.07142661511898041,
"m": 0.7000458836555481
},
{
"p": 0.07143504917621613,
"m": 0.39407095313072205
},
{
"p": 0.0712600126862526,
"m": 0.8321957588195801
},
{
"p": 0.0715198963880539,
"m": 0.9799141883850098
},
{
"p": 0.07154591381549835,
"m": 0.7345755696296692
},
{
"p": 0.07146786898374557,
"m": 0.9656149744987488
},
{
"p": 0.07130308449268341,
"m": 0.8764812350273132
},
{
"p": 0.07149334251880646,
"m": 0.9918993711471558
},
{
"p": 0.07151521742343903,
"m": 1.0
},
{
"p": 0.07146554440259933,
"m": 0.5
},
{
"p": 0.07108728587627411,
"m": 0.5
}
]
},
{
"epoch": 124,
"train_loss": 1.7077281475067139,
"val_loss": 0.8658186793327332,
"acc": 68.17,
"time": 273.023429665016,
"mix_dist": 0.5,
"param": [
{
"p": 0.07168437540531158,
"m": 0.5
},
{
"p": 0.07158774882555008,
"m": 0.5
},
{
"p": 0.07126966118812561,
"m": 0.5
},
{
"p": 0.07161827385425568,
"m": 0.6831635236740112
},
{
"p": 0.07136466354131699,
"m": 0.2870047390460968
},
{
"p": 0.07141551375389099,
"m": 0.7312831878662109
},
{
"p": 0.07115908712148666,
"m": 0.8515036106109619
},
{
"p": 0.07128415256738663,
"m": 0.8505493402481079
},
{
"p": 0.07149963080883026,
"m": 0.9052591323852539
},
{
"p": 0.07137589901685715,
"m": 0.9565225839614868
},
{
"p": 0.07148121297359467,
"m": 0.9890142679214478
},
{
"p": 0.07164982706308365,
"m": 1.0
},
{
"p": 0.07126619666814804,
"m": 0.5
},
{
"p": 0.0713437870144844,
"m": 0.5
}
]
},
{
"epoch": 125,
"train_loss": 2.090775489807129,
"val_loss": 0.853947639465332,
"acc": 67.19,
"time": 271.8364127629902,
"mix_dist": 0.5,
"param": [
{
"p": 0.07159020751714706,
"m": 0.5
},
{
"p": 0.0713995099067688,
"m": 0.5
},
{
"p": 0.07159538567066193,
"m": 0.5
},
{
"p": 0.0713384672999382,
"m": 0.712856113910675
},
{
"p": 0.07137564569711685,
"m": 0.33489224314689636
},
{
"p": 0.07126092910766602,
"m": 0.5852073431015015
},
{
"p": 0.07143038511276245,
"m": 0.7495826482772827
},
{
"p": 0.07158496975898743,
"m": 0.7765378355979919
},
{
"p": 0.07136006653308868,
"m": 0.8280045986175537
},
{
"p": 0.07146979868412018,
"m": 0.8191846609115601
},
{
"p": 0.07133331149816513,
"m": 1.0
},
{
"p": 0.07140257209539413,
"m": 1.0
},
{
"p": 0.07142782211303711,
"m": 0.5
},
{
"p": 0.07143095135688782,
"m": 0.5
}
]
},
{
"epoch": 126,
"train_loss": 2.507988929748535,
"val_loss": 0.9814555644989014,
"acc": 67.45,
"time": 272.6045928890235,
"mix_dist": 0.5,
"param": [
{
"p": 0.07162535190582275,
"m": 0.5
},
{
"p": 0.07116268575191498,
"m": 0.5
},
{
"p": 0.07162010669708252,
"m": 0.5
},
{
"p": 0.07125815004110336,
"m": 0.5950637459754944
},
{
"p": 0.07157742232084274,
"m": 0.37237879633903503
},
{
"p": 0.07133863121271133,
"m": 0.6307952404022217
},
{
"p": 0.0714418888092041,
"m": 0.6983740925788879
},
{
"p": 0.07161511480808258,
"m": 0.8906048536300659
},
{
"p": 0.0713992491364479,
"m": 0.9567686319351196
},
{
"p": 0.07149074971675873,
"m": 0.8179826736450195
},
{
"p": 0.07134934514760971,
"m": 0.955621063709259
},
{
"p": 0.07144654542207718,
"m": 1.0
},
{
"p": 0.0715288370847702,
"m": 0.5
},
{
"p": 0.07114595174789429,
"m": 0.5
}
]
},
{
"epoch": 127,
"train_loss": 2.3903026580810547,
"val_loss": 0.8450091481208801,
"acc": 69.48,
"time": 273.0246045549866,
"mix_dist": 0.5,
"param": [
{
"p": 0.0715896338224411,
"m": 0.5
},
{
"p": 0.0712696760892868,
"m": 0.5
},
{
"p": 0.07140175253152847,
"m": 0.5
},
{
"p": 0.07129889726638794,
"m": 0.5079981088638306
},
{
"p": 0.0716555118560791,
"m": 0.3793560862541199
},
{
"p": 0.07108856737613678,
"m": 0.7926812767982483
},
{
"p": 0.07160892337560654,
"m": 0.9134237170219421
},
{
"p": 0.07128416746854782,
"m": 0.9599325060844421
},
{
"p": 0.07152778655290604,
"m": 0.8820958137512207
},
{
"p": 0.071563720703125,
"m": 0.8629197478294373
},
{
"p": 0.07138167321681976,
"m": 0.9682799577713013
},
{
"p": 0.07168171554803848,
"m": 1.0
},
{
"p": 0.07141358405351639,
"m": 0.5
},
{
"p": 0.07123439759016037,
"m": 0.5
}
]
},
{
"epoch": 128,
"train_loss": 2.091623544692993,
"val_loss": 0.9318277835845947,
"acc": 68.53,
"time": 273.07698152196826,
"mix_dist": 0.5,
"param": [
{
"p": 0.07151633501052856,
"m": 0.5
},
{
"p": 0.07113464176654816,
"m": 0.5
},
{
"p": 0.07123963534832001,
"m": 0.5
},
{
"p": 0.07151812314987183,
"m": 0.5184672474861145
},
{
"p": 0.07143290340900421,
"m": 0.3094196915626526
},
{
"p": 0.07132323831319809,
"m": 0.8520000576972961
},
{
"p": 0.07136613130569458,
"m": 0.8803256750106812
},
{
"p": 0.0714619979262352,
"m": 0.9994882345199585
},
{
"p": 0.07143782079219818,
"m": 0.8395089507102966
},
{
"p": 0.07152781635522842,
"m": 0.8419463038444519
},
{
"p": 0.0716010183095932,
"m": 0.9041726589202881
},
{
"p": 0.07160377502441406,
"m": 1.0
},
{
"p": 0.07174533605575562,
"m": 0.5
},
{
"p": 0.07109122723340988,
"m": 0.5
}
]
},
{
"epoch": 129,
"train_loss": 2.5343363285064697,
"val_loss": 0.7996079325675964,
"acc": 69.31,
"time": 273.1148928059847,
"mix_dist": 0.5,
"param": [
{
"p": 0.07151816040277481,
"m": 0.5
},
{
"p": 0.07116488367319107,
"m": 0.5
},
{
"p": 0.07147999852895737,
"m": 0.5
},
{
"p": 0.07161235064268112,
"m": 0.5225039124488831
},
{
"p": 0.07144312560558319,
"m": 0.2665233612060547
},
{
"p": 0.07127267122268677,
"m": 0.7307944297790527
},
{
"p": 0.07151969522237778,
"m": 0.989317774772644
},
{
"p": 0.07143007218837738,
"m": 0.9563827514648438
},
{
"p": 0.07143088430166245,
"m": 1.0
},
{
"p": 0.07145820558071136,
"m": 0.8786565661430359
},
{
"p": 0.07156367599964142,
"m": 0.9999223351478577
},
{
"p": 0.071533203125,
"m": 1.0
},
{
"p": 0.07147089391946793,
"m": 0.5
},
{
"p": 0.07110220193862915,
"m": 0.5
}
]
},
{
"epoch": 130,
"train_loss": 1.9672077894210815,
"val_loss": 0.863280713558197,
"acc": 69.4,
"time": 272.60689442098374,
"mix_dist": 0.5,
"param": [
{
"p": 0.07160407304763794,
"m": 0.5
},
{
"p": 0.07111288607120514,
"m": 0.5
},
{
"p": 0.07162994891405106,
"m": 0.5
},
{
"p": 0.07136959582567215,
"m": 0.5364038944244385
},
{
"p": 0.07144156098365784,
"m": 0.33681416511535645
},
{
"p": 0.0714244470000267,
"m": 0.6601678729057312
},
{
"p": 0.07131262123584747,
"m": 0.9340973496437073
},
{
"p": 0.07133124768733978,
"m": 1.0
},
{
"p": 0.07130228728055954,
"m": 0.9971794486045837
},
{
"p": 0.0714126005768776,
"m": 0.8230880498886108
},
{
"p": 0.07136905193328857,
"m": 0.8927839398384094
},
{
"p": 0.07165110111236572,
"m": 1.0
},
{
"p": 0.07176537811756134,
"m": 0.5
},
{
"p": 0.07127316296100616,
"m": 0.5
}
]
},
{
"epoch": 131,
"train_loss": 2.188112258911133,
"val_loss": 0.9165661931037903,
"acc": 68.76,
"time": 273.4705968190101,
"mix_dist": 0.5,
"param": [
{
"p": 0.07141824811697006,
"m": 0.5
},
{
"p": 0.07151962071657181,
"m": 0.5
},
{
"p": 0.071505606174469,
"m": 0.5
},
{
"p": 0.07141643762588501,
"m": 0.5673697590827942
},
{
"p": 0.0714198425412178,
"m": 0.5026004910469055
},
{
"p": 0.0714423656463623,
"m": 0.5717119574546814
},
{
"p": 0.07137174159288406,
"m": 0.9974361062049866
},
{
"p": 0.07132992893457413,
"m": 0.9929517507553101
},
{
"p": 0.07127488404512405,
"m": 1.0
},
{
"p": 0.07156885415315628,
"m": 0.9199831485748291
},
{
"p": 0.07169939577579498,
"m": 0.9354087114334106
},
{
"p": 0.07143989950418472,
"m": 1.0
},
{
"p": 0.071384958922863,
"m": 0.5
},
{
"p": 0.07120825350284576,
"m": 0.5
}
]
},
{
"epoch": 132,
"train_loss": 1.8631374835968018,
"val_loss": 0.9945436120033264,
"acc": 67.09,
"time": 273.4170716230292,
"mix_dist": 0.5,
"param": [
{
"p": 0.07161802053451538,
"m": 0.5
},
{
"p": 0.07119373232126236,
"m": 0.5
},
{
"p": 0.07141046971082687,
"m": 0.5
},
{
"p": 0.07159283012151718,
"m": 0.5767883062362671
},
{
"p": 0.07137491554021835,
"m": 0.4452691972255707
},
{
"p": 0.07118771970272064,
"m": 0.6009816527366638
},
{
"p": 0.07136648893356323,
"m": 0.9161366820335388
},
{
"p": 0.07147914171218872,
"m": 0.9569533467292786
},
{
"p": 0.07164202630519867,
"m": 0.9072995781898499
},
{
"p": 0.0715167447924614,
"m": 0.9300609827041626
},
{
"p": 0.071530781686306,
"m": 0.848257839679718
},
{
"p": 0.07154756784439087,
"m": 0.9946295022964478
},
{
"p": 0.07140780985355377,
"m": 0.5
},
{
"p": 0.07113172113895416,
"m": 0.5
}
]
},
{
"epoch": 133,
"train_loss": 1.8593230247497559,
"val_loss": 0.8330329656600952,
"acc": 69.09,
"time": 272.2557448349544,
"mix_dist": 0.5,
"param": [
{
"p": 0.07150103896856308,
"m": 0.5
},
{
"p": 0.07113749533891678,
"m": 0.5
},
{
"p": 0.07155003398656845,
"m": 0.5
},
{
"p": 0.07153439521789551,
"m": 0.5120059847831726
},
{
"p": 0.07137713581323624,
"m": 0.2774187922477722
},
{
"p": 0.07138846069574356,
"m": 0.6263916492462158
},
{
"p": 0.07122474908828735,
"m": 0.9799994230270386
},
{
"p": 0.07134435325860977,
"m": 0.9249972701072693
},
{
"p": 0.07155120372772217,
"m": 0.9449048042297363
},
{
"p": 0.07146687060594559,
"m": 0.7843050956726074
},
{
"p": 0.07144346833229065,
"m": 0.9042772650718689
},
{
"p": 0.07162375748157501,
"m": 1.0
},
{
"p": 0.07145990431308746,
"m": 0.5
},
{
"p": 0.07139713317155838,
"m": 0.5
}
]
},
{
"epoch": 134,
"train_loss": 1.95778489112854,
"val_loss": 0.9976336359977722,
"acc": 69.18,
"time": 273.10221268300666,
"mix_dist": 0.5,
"param": [
{
"p": 0.07166937738656998,
"m": 0.5
},
{
"p": 0.07133611291646957,
"m": 0.5
},
{
"p": 0.07143297791481018,
"m": 0.5
},
{
"p": 0.07117564231157303,
"m": 0.42415210604667664
},
{
"p": 0.07144720107316971,
"m": 0.3007355034351349
},
{
"p": 0.07129670679569244,
"m": 0.594948947429657
},
{
"p": 0.07147659361362457,
"m": 0.9357932209968567
},
{
"p": 0.0714222863316536,
"m": 0.983810305595398
},
{
"p": 0.0713750422000885,
"m": 0.9240866899490356
},
{
"p": 0.0715133547782898,
"m": 0.7836933135986328
},
{
"p": 0.07150182873010635,
"m": 0.9138811826705933
},
{
"p": 0.0714983195066452,
"m": 1.0
},
{
"p": 0.07150907069444656,
"m": 0.5
},
{
"p": 0.0713455006480217,
"m": 0.5
}
]
},
{
"epoch": 135,
"train_loss": 2.008697032928467,
"val_loss": 0.8865017890930176,
"acc": 69.56,
"time": 274.9929355449858,
"mix_dist": 0.5,
"param": [
{
"p": 0.07158412784337997,
"m": 0.5
},
{
"p": 0.07128804177045822,
"m": 0.5
},
{
"p": 0.07123590260744095,
"m": 0.5
},
{
"p": 0.07149241864681244,
"m": 0.4956318736076355
},
{
"p": 0.07129839807748795,
"m": 0.31991833448410034
},
{
"p": 0.07132277637720108,
"m": 0.7050617933273315
},
{
"p": 0.07137245684862137,
"m": 0.9947700500488281
},
{
"p": 0.07128133624792099,
"m": 0.9642350077629089
},
{
"p": 0.07168395817279816,
"m": 0.9243617057800293
},
{
"p": 0.0716770589351654,
"m": 0.8488056063652039
},
{
"p": 0.07152725011110306,
"m": 0.879591703414917
},
{
"p": 0.07159848511219025,
"m": 1.0
},
{
"p": 0.07134311646223068,
"m": 0.5
},
{
"p": 0.0712946355342865,
"m": 0.5
}
]
},
{
"epoch": 136,
"train_loss": 2.383310556411743,
"val_loss": 0.8597841858863831,
"acc": 69.98,
"time": 273.86794525996083,
"mix_dist": 0.5,
"param": [
{
"p": 0.07151397317647934,
"m": 0.5
},
{
"p": 0.0714024230837822,
"m": 0.5
},
{
"p": 0.07136552780866623,
"m": 0.5
},
{
"p": 0.07140910625457764,
"m": 0.41185081005096436
},
{
"p": 0.07154441624879837,
"m": 0.3373940885066986
},
{
"p": 0.07142713665962219,
"m": 0.5644025802612305
},
{
"p": 0.07163570076227188,
"m": 0.9958578944206238
},
{
"p": 0.07137180119752884,
"m": 0.948406994342804
},
{
"p": 0.07129894196987152,
"m": 0.8606449365615845
},
{
"p": 0.07157842814922333,
"m": 0.9443272948265076
},
{
"p": 0.07153068482875824,
"m": 0.9781564474105835
},
{
"p": 0.07133466750383377,
"m": 0.9830919504165649
},
{
"p": 0.07137183099985123,
"m": 0.5
},
{
"p": 0.07121536135673523,
"m": 0.5
}
]
},
{
"epoch": 137,
"train_loss": 2.4041407108306885,
"val_loss": 0.859035313129425,
"acc": 69.51,
"time": 272.5067087179632,
"mix_dist": 0.5,
"param": [
{
"p": 0.07151711732149124,
"m": 0.5
},
{
"p": 0.07127334177494049,
"m": 0.5
},
{
"p": 0.07151906192302704,
"m": 0.5
},
{
"p": 0.07153566926717758,
"m": 0.27643582224845886
},
{
"p": 0.07147227972745895,
"m": 0.4330800771713257
},
{
"p": 0.07132168859243393,
"m": 0.36088132858276367
},
{
"p": 0.0713682696223259,
"m": 0.994692862033844
},
{
"p": 0.07125063985586166,
"m": 0.8526808023452759
},
{
"p": 0.07153598964214325,
"m": 0.9488831758499146
},
{
"p": 0.07145217806100845,
"m": 0.9853651523590088
},
{
"p": 0.07142055779695511,
"m": 1.0
},
{
"p": 0.07148124277591705,
"m": 0.9914748072624207
},
{
"p": 0.07168179750442505,
"m": 0.5
},
{
"p": 0.07117012143135071,
"m": 0.5
}
]
},
{
"epoch": 138,
"train_loss": 2.4696996212005615,
"val_loss": 0.8746283650398254,
"acc": 70.36,
"time": 272.6322087729932,
"mix_dist": 0.5,
"param": [
{
"p": 0.07172387093305588,
"m": 0.5
},
{
"p": 0.07122140377759933,
"m": 0.5
},
{
"p": 0.0713934376835823,
"m": 0.5
},
{
"p": 0.07144826650619507,
"m": 0.5313460230827332
},
{
"p": 0.07106760889291763,
"m": 0.4740851819515228
},
{
"p": 0.07134535163640976,
"m": 0.32810178399086
},
{
"p": 0.07158682495355606,
"m": 1.0
},
{
"p": 0.07158570736646652,
"m": 0.9037749767303467
},
{
"p": 0.07141058892011642,
"m": 0.9878126382827759
},
{
"p": 0.07150179147720337,
"m": 1.0
},
{
"p": 0.07139836251735687,
"m": 0.9998709559440613
},
{
"p": 0.0715441033244133,
"m": 1.0
},
{
"p": 0.07145612686872482,
"m": 0.5
},
{
"p": 0.07131652534008026,
"m": 0.5
}
]
},
{
"epoch": 139,
"train_loss": 2.232362747192383,
"val_loss": 0.8980570435523987,
"acc": 68.86,
"time": 273.7000593239791,
"mix_dist": 0.5,
"param": [
{
"p": 0.07140358537435532,
"m": 0.5
},
{
"p": 0.07126406580209732,
"m": 0.5
},
{
"p": 0.07147302478551865,
"m": 0.5
},
{
"p": 0.07143110781908035,
"m": 0.6257195472717285
},
{
"p": 0.07161100953817368,
"m": 0.4096141755580902
},
{
"p": 0.0713990330696106,
"m": 0.28453606367111206
},
{
"p": 0.07141868025064468,
"m": 0.9638733863830566
},
{
"p": 0.07132613658905029,
"m": 0.9421877861022949
},
{
"p": 0.07148143649101257,
"m": 0.9973017573356628
},
{
"p": 0.07166369259357452,
"m": 1.0
},
{
"p": 0.07152950763702393,
"m": 0.9477103352546692
},
{
"p": 0.07172323763370514,
"m": 1.0
},
{
"p": 0.07113984227180481,
"m": 0.5
},
{
"p": 0.07113558053970337,
"m": 0.5
}
]
},
{
"epoch": 140,
"train_loss": 2.1708123683929443,
"val_loss": 1.0051454305648804,
"acc": 69.24,
"time": 273.1435618560063,
"mix_dist": 0.5,
"param": [
{
"p": 0.07152719795703888,
"m": 0.5
},
{
"p": 0.07131050527095795,
"m": 0.5
},
{
"p": 0.0713786631822586,
"m": 0.5
},
{
"p": 0.07142113894224167,
"m": 0.7081387639045715
},
{
"p": 0.07124917209148407,
"m": 0.515702486038208
},
{
"p": 0.0714738741517067,
"m": 0.34929805994033813
},
{
"p": 0.07131385058164597,
"m": 0.9655750393867493
},
{
"p": 0.07122645527124405,
"m": 0.8909918069839478
},
{
"p": 0.07169944792985916,
"m": 0.9391306638717651
},
{
"p": 0.07141873985528946,
"m": 0.9604182839393616
},
{
"p": 0.07180994749069214,
"m": 0.8804776072502136
},
{
"p": 0.07159320265054703,
"m": 1.0
},
{
"p": 0.07153280824422836,
"m": 0.5
},
{
"p": 0.07104496657848358,
"m": 0.5
}
]
},
{
"epoch": 141,
"train_loss": 1.761181354522705,
"val_loss": 1.0145701169967651,
"acc": 68.18,
"time": 272.83510413003387,
"mix_dist": 0.5,
"param": [
{
"p": 0.07162182778120041,
"m": 0.5
},
{
"p": 0.07131591439247131,
"m": 0.5
},
{
"p": 0.0714191347360611,
"m": 0.5
},
{
"p": 0.07116460055112839,
"m": 0.6639552712440491
},
{
"p": 0.0715608224272728,
"m": 0.4610140919685364
},
{
"p": 0.07108770310878754,
"m": 0.44300493597984314
},
{
"p": 0.07135891914367676,
"m": 0.9364237785339355
},
{
"p": 0.07146714627742767,
"m": 0.8141286373138428
},
{
"p": 0.07135415077209473,
"m": 0.8002959489822388
},
{
"p": 0.07172717899084091,
"m": 0.9879747629165649
},
{
"p": 0.07145612686872482,
"m": 0.735421359539032
},
{
"p": 0.07155616581439972,
"m": 0.9997922778129578
},
{
"p": 0.07143600285053253,
"m": 0.5
},
{
"p": 0.07147432118654251,
"m": 0.5
}
]
},
{
"epoch": 142,
"train_loss": 2.1366114616394043,
"val_loss": 0.8749673962593079,
"acc": 70.09,
"time": 273.4742322509992,
"mix_dist": 0.5,
"param": [
{
"p": 0.07159604132175446,
"m": 0.5
},
{
"p": 0.0711698979139328,
"m": 0.5
},
{
"p": 0.07144801318645477,
"m": 0.5
},
{
"p": 0.07143376022577286,
"m": 0.7349662184715271
},
{
"p": 0.07140857726335526,
"m": 0.559133768081665
},
{
"p": 0.07148243486881256,
"m": 0.5921674966812134
},
{
"p": 0.0713864266872406,
"m": 1.0
},
{
"p": 0.07145189493894577,
"m": 0.8734044432640076
},
{
"p": 0.07158117741346359,
"m": 0.9924731850624084
},
{
"p": 0.07156924158334732,
"m": 0.9759272933006287
},
{
"p": 0.07131006568670273,
"m": 0.8112333416938782
},
{
"p": 0.07136719673871994,
"m": 1.0
},
{
"p": 0.07153129577636719,
"m": 0.5
},
{
"p": 0.07126397639513016,
"m": 0.5
}
]
},
{
"epoch": 143,
"train_loss": 2.247645378112793,
"val_loss": 0.8089600801467896,
"acc": 70.31,
"time": 273.3461298359907,
"mix_dist": 0.5,
"param": [
{
"p": 0.07148601114749908,
"m": 0.5
},
{
"p": 0.07115010172128677,
"m": 0.5
},
{
"p": 0.0716586485505104,
"m": 0.5
},
{
"p": 0.07141682505607605,
"m": 0.7399455308914185
},
{
"p": 0.07134891301393509,
"m": 0.5807878971099854
},
{
"p": 0.07125696539878845,
"m": 0.721333384513855
},
{
"p": 0.07140026241540909,
"m": 0.9072393774986267
},
{
"p": 0.0714716836810112,
"m": 0.7662732601165771
},
{
"p": 0.07136838138103485,
"m": 0.8958931565284729
},
{
"p": 0.07151481509208679,
"m": 0.8649762868881226
},
{
"p": 0.07151284068822861,
"m": 0.8033280968666077
},
{
"p": 0.07151231914758682,
"m": 1.0
},
{
"p": 0.07163023948669434,
"m": 0.5
},
{
"p": 0.07127191871404648,
"m": 0.5
}
]
},
{
"epoch": 144,
"train_loss": 2.1705732345581055,
"val_loss": 0.9629957675933838,
"acc": 69.89,
"time": 274.3570777940331,
"mix_dist": 0.5,
"param": [
{
"p": 0.07167769223451614,
"m": 0.5
},
{
"p": 0.07115121930837631,
"m": 0.5
},
{
"p": 0.07134461402893066,
"m": 0.5
},
{
"p": 0.07121104747056961,
"m": 0.6983469724655151
},
{
"p": 0.07132171094417572,
"m": 0.7215368747711182
},
{
"p": 0.07129746675491333,
"m": 0.7243062853813171
},
{
"p": 0.07127445936203003,
"m": 0.8716878890991211
},
{
"p": 0.07136216014623642,
"m": 0.7233235239982605
},
{
"p": 0.07169264554977417,
"m": 0.8900184035301208
},
{
"p": 0.0713130310177803,
"m": 0.862309455871582
},
{
"p": 0.07146194577217102,
"m": 0.7683765292167664
},
{
"p": 0.07164949178695679,
"m": 1.0
},
{
"p": 0.07177165150642395,
"m": 0.5
},
{
"p": 0.07147085666656494,
"m": 0.5
}
]
},
{
"epoch": 145,
"train_loss": 1.7116605043411255,
"val_loss": 0.7973422408103943,
"acc": 69.06,
"time": 274.2090910980478,
"mix_dist": 0.5,
"param": [
{
"p": 0.07149967551231384,
"m": 0.5
},
{
"p": 0.07119842618703842,
"m": 0.5
},
{
"p": 0.07137603312730789,
"m": 0.5
},
{
"p": 0.07149772346019745,
"m": 0.6824691295623779
},
{
"p": 0.0713493600487709,
"m": 0.7211250066757202
},
{
"p": 0.07142116129398346,
"m": 0.7121451497077942
},
{
"p": 0.07130365818738937,
"m": 0.8792020082473755
},
{
"p": 0.07141146808862686,
"m": 0.8392515778541565
},
{
"p": 0.07138975709676743,
"m": 0.9629430770874023
},
{
"p": 0.07128718495368958,
"m": 0.936650812625885
},
{
"p": 0.07149157673120499,
"m": 0.8004463911056519
},
{
"p": 0.07172004133462906,
"m": 1.0
},
{
"p": 0.07177827507257462,
"m": 0.5
},
{
"p": 0.07127557694911957,
"m": 0.5
}
]
},
{
"epoch": 146,
"train_loss": 1.8948818445205688,
"val_loss": 0.794202446937561,
"acc": 69.65,
"time": 272.9204682679847,
"mix_dist": 0.5,
"param": [
{
"p": 0.07149210572242737,
"m": 0.5
},
{
"p": 0.07127678394317627,
"m": 0.5
},
{
"p": 0.07154951989650726,
"m": 0.5
},
{
"p": 0.07141508907079697,
"m": 0.7112163305282593
},
{
"p": 0.07112057507038116,
"m": 0.8221746683120728
},
{
"p": 0.07141537964344025,
"m": 0.822446882724762
},
{
"p": 0.07147673517465591,
"m": 0.8411199450492859
},
{
"p": 0.07166550308465958,
"m": 0.9219024777412415
},
{
"p": 0.07155794650316238,
"m": 0.9609723687171936
},
{
"p": 0.07159057259559631,
"m": 0.8985596299171448
},
{
"p": 0.07160016149282455,
"m": 0.8351438045501709
},
{
"p": 0.07154650241136551,
"m": 1.0
},
{
"p": 0.07118059694766998,
"m": 0.5
},
{
"p": 0.07111255824565887,
"m": 0.5
}
]
},
{
"epoch": 147,
"train_loss": 2.1725075244903564,
"val_loss": 0.8405027985572815,
"acc": 70.5,
"time": 272.89880322501995,
"mix_dist": 0.5,
"param": [
{
"p": 0.07149108499288559,
"m": 0.5
},
{
"p": 0.07139407098293304,
"m": 0.5
},
{
"p": 0.0714276060461998,
"m": 0.5
},
{
"p": 0.07156337052583694,
"m": 0.8051263689994812
},
{
"p": 0.07140419632196426,
"m": 0.8703773021697998
},
{
"p": 0.07127855718135834,
"m": 0.8351978063583374
},
{
"p": 0.07170815020799637,
"m": 0.7566213607788086
},
{
"p": 0.0714293122291565,
"m": 0.8539007902145386
},
{
"p": 0.07145126163959503,
"m": 0.9691048264503479
},
{
"p": 0.07145920395851135,
"m": 0.849115788936615
},
{
"p": 0.07148142158985138,
"m": 0.7939775586128235
},
{
"p": 0.0713336244225502,
"m": 0.9899489879608154
},
{
"p": 0.07134329527616501,
"m": 0.5
},
{
"p": 0.07123478502035141,
"m": 0.5
}
]
},
{
"epoch": 148,
"train_loss": 2.588862180709839,
"val_loss": 0.9016920924186707,
"acc": 68.21,
"time": 273.769142789999,
"mix_dist": 0.5,
"param": [
{
"p": 0.07122545689344406,
"m": 0.5
},
{
"p": 0.07131455838680267,
"m": 0.5
},
{
"p": 0.07144635170698166,
"m": 0.5
},
{
"p": 0.07158390432596207,
"m": 0.7483869791030884
},
{
"p": 0.07145514339208603,
"m": 0.9222677946090698
},
{
"p": 0.0712088793516159,
"m": 0.875019371509552
},
{
"p": 0.07160279154777527,
"m": 0.7595067620277405
},
{
"p": 0.07147646695375443,
"m": 0.7870341539382935
},
{
"p": 0.07168003171682358,
"m": 0.906117856502533
},
{
"p": 0.07135368138551712,
"m": 0.9472843408584595
},
{
"p": 0.07150775194168091,
"m": 0.7938008904457092
},
{
"p": 0.07139414548873901,
"m": 1.0
},
{
"p": 0.07157152146100998,
"m": 0.5
},
{
"p": 0.07117932289838791,
"m": 0.5
}
]
},
{
"epoch": 149,
"train_loss": 2.1048624515533447,
"val_loss": 0.9735761284828186,
"acc": 70.4,
"time": 272.01918746199226,
"mix_dist": 0.5,
"param": [
{
"p": 0.07151339948177338,
"m": 0.5
},
{
"p": 0.07143199443817139,
"m": 0.5
},
{
"p": 0.07144702225923538,
"m": 0.5
},
{
"p": 0.07141448557376862,
"m": 0.7171807885169983
},
{
"p": 0.07142114639282227,
"m": 0.8839397430419922
},
{
"p": 0.07116726040840149,
"m": 0.9114795923233032
},
{
"p": 0.0716325119137764,
"m": 0.7238540053367615
},
{
"p": 0.07135685533285141,
"m": 0.7205616235733032
},
{
"p": 0.07152009755373001,
"m": 0.8369603157043457
},
{
"p": 0.07122694700956345,
"m": 0.9987787008285522
},
{
"p": 0.07149375975131989,
"m": 0.8620814085006714
},
{
"p": 0.07167119532823563,
"m": 1.0
},
{
"p": 0.07136879116296768,
"m": 0.5
},
{
"p": 0.07133453339338303,
"m": 0.5
}
]
},
{
"epoch": 150,
"train_loss": 2.1406872272491455,
"val_loss": 0.9035465121269226,
"acc": 71.12,
"time": 272.4052291789558,
"mix_dist": 0.5,
"param": [
{
"p": 0.07161371409893036,
"m": 0.5
},
{
"p": 0.07135503739118576,
"m": 0.5
},
{
"p": 0.07133620977401733,
"m": 0.5
},
{
"p": 0.07158197462558746,
"m": 0.6617993712425232
},
{
"p": 0.07119285315275192,
"m": 0.8970680236816406
},
{
"p": 0.07120300084352493,
"m": 0.943435788154602
},
{
"p": 0.07159978151321411,
"m": 0.6605798602104187
},
{
"p": 0.07150787115097046,
"m": 0.7175038456916809
},
{
"p": 0.07143964618444443,
"m": 0.8206836581230164
},
{
"p": 0.0715005174279213,
"m": 0.9597512483596802
},
{
"p": 0.07147292792797089,
"m": 0.8118205666542053
},
{
"p": 0.0714673399925232,
"m": 0.9940004944801331
},
{
"p": 0.07148921489715576,
"m": 0.5
},
{
"p": 0.07123995572328568,
"m": 0.5
}
]
}
]
}
Reference in a new issue View git blame Copy permalink