AntoineH/smart_augmentation
1
0
Fork 0
mirror of https://github.com/AntoineHX/smart_augmentation.git synced 2025-05-04 20:20:46 +02:00
Code Issues Projects Releases Packages Wiki Activity
smart_augmentation/higher/res/log/Aug_mod(Data_augV5(UniformFx-14TFx1-Mag)-LeNet)-100 epochs (dataug:0)- 10 in_it.json

6526 lines
106 KiB
JSON
Raw Normal View History

Ajout RandAug (Before train) (Work in progress)
2019-12-02 06:38:13 -05:00
{
"Accuracy": 68.19,
"Time": [
95.51368880823,
1.1693340843860227
],
"Device": "TITAN RTX",
"Param_names": [
"Identity",
"FlipUD",
"FlipLR",
"Rotate",
"TranslateX",
"TranslateY",
"ShearX",
"ShearY",
"Contrast",
"Color",
"Brightness",
"Sharpness",
"Posterize",
"Solarize"
],
"Log": [
{
"epoch": 1,
"train_loss": 2.211378812789917,
"val_loss": 2.207785129547119,
"acc": 25.86,
"time": 91.94227589799999,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9425062537193298
},
{
"p": 0.0714285746216774,
"m": 0.9635152220726013
},
{
"p": 0.0714285746216774,
"m": 0.9393664598464966
},
{
"p": 0.0714285746216774,
"m": 0.9307403564453125
},
{
"p": 0.0714285746216774,
"m": 0.9398434162139893
},
{
"p": 0.0714285746216774,
"m": 0.9979334473609924
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9991488456726074
},
{
"p": 0.0714285746216774,
"m": 0.9658318161964417
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 2,
"train_loss": 2.2053158283233643,
"val_loss": 2.037057876586914,
"acc": 26.1,
"time": 95.636338523,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9405702948570251
},
{
"p": 0.0714285746216774,
"m": 0.9987202882766724
},
{
"p": 0.0714285746216774,
"m": 0.879886269569397
},
{
"p": 0.0714285746216774,
"m": 0.9310075044631958
},
{
"p": 0.0714285746216774,
"m": 0.8736433386802673
},
{
"p": 0.0714285746216774,
"m": 0.9781681895256042
},
{
"p": 0.0714285746216774,
"m": 0.9919458031654358
},
{
"p": 0.0714285746216774,
"m": 0.9983186721801758
},
{
"p": 0.0714285746216774,
"m": 0.9512169361114502
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 3,
"train_loss": 1.9772487878799438,
"val_loss": 1.8776558637619019,
"acc": 32.41,
"time": 96.19718282499997,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9416025876998901
},
{
"p": 0.0714285746216774,
"m": 0.9972867965698242
},
{
"p": 0.0714285746216774,
"m": 0.8639810085296631
},
{
"p": 0.0714285746216774,
"m": 0.95674067735672
},
{
"p": 0.0714285746216774,
"m": 0.8313353061676025
},
{
"p": 0.0714285746216774,
"m": 0.9803368449211121
},
{
"p": 0.0714285746216774,
"m": 0.9514976739883423
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9683743715286255
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 4,
"train_loss": 1.8009090423583984,
"val_loss": 1.6936098337173462,
"acc": 38.08,
"time": 97.84857803,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9560980200767517
},
{
"p": 0.0714285746216774,
"m": 0.9999743103981018
},
{
"p": 0.0714285746216774,
"m": 0.8712726831436157
},
{
"p": 0.0714285746216774,
"m": 0.9294241666793823
},
{
"p": 0.0714285746216774,
"m": 0.8134980797767639
},
{
"p": 0.0714285746216774,
"m": 0.9968365430831909
},
{
"p": 0.0714285746216774,
"m": 0.9171796441078186
},
{
"p": 0.0714285746216774,
"m": 0.9934844970703125
},
{
"p": 0.0714285746216774,
"m": 0.9334324598312378
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 5,
"train_loss": 1.781901240348816,
"val_loss": 1.7860770225524902,
"acc": 39.68,
"time": 96.58441183000002,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9890162348747253
},
{
"p": 0.0714285746216774,
"m": 0.9792472124099731
},
{
"p": 0.0714285746216774,
"m": 0.8748805522918701
},
{
"p": 0.0714285746216774,
"m": 0.9251755475997925
},
{
"p": 0.0714285746216774,
"m": 0.775059163570404
},
{
"p": 0.0714285746216774,
"m": 0.9947299957275391
},
{
"p": 0.0714285746216774,
"m": 0.8814641833305359
},
{
"p": 0.0714285746216774,
"m": 0.9752683043479919
},
{
"p": 0.0714285746216774,
"m": 0.9234604835510254
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 6,
"train_loss": 1.720659852027893,
"val_loss": 1.713783621788025,
"acc": 42.75,
"time": 94.88759072899995,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9971857666969299
},
{
"p": 0.0714285746216774,
"m": 0.9565807580947876
},
{
"p": 0.0714285746216774,
"m": 0.8759695887565613
},
{
"p": 0.0714285746216774,
"m": 0.9255415201187134
},
{
"p": 0.0714285746216774,
"m": 0.7486691474914551
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.8600272536277771
},
{
"p": 0.0714285746216774,
"m": 0.9521231651306152
},
{
"p": 0.0714285746216774,
"m": 0.9453035593032837
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 7,
"train_loss": 1.6407564878463745,
"val_loss": 1.568421483039856,
"acc": 43.57,
"time": 94.39086924899993,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9901003241539001
},
{
"p": 0.0714285746216774,
"m": 0.9626681804656982
},
{
"p": 0.0714285746216774,
"m": 0.9167476892471313
},
{
"p": 0.0714285746216774,
"m": 0.8933541774749756
},
{
"p": 0.0714285746216774,
"m": 0.7271038293838501
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.8535230755805969
},
{
"p": 0.0714285746216774,
"m": 0.9227873086929321
},
{
"p": 0.0714285746216774,
"m": 0.9302358627319336
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 8,
"train_loss": 1.7510610818862915,
"val_loss": 1.5075205564498901,
"acc": 46.58,
"time": 96.63937316300007,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9880234003067017
},
{
"p": 0.0714285746216774,
"m": 0.9677630662918091
},
{
"p": 0.0714285746216774,
"m": 0.9813003540039062
},
{
"p": 0.0714285746216774,
"m": 0.8478577136993408
},
{
"p": 0.0714285746216774,
"m": 0.7168298363685608
},
{
"p": 0.0714285746216774,
"m": 0.9895707368850708
},
{
"p": 0.0714285746216774,
"m": 0.8383660912513733
},
{
"p": 0.0714285746216774,
"m": 0.9080761671066284
},
{
"p": 0.0714285746216774,
"m": 0.8937188982963562
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 9,
"train_loss": 1.725869059562683,
"val_loss": 1.4926549196243286,
"acc": 46.83,
"time": 95.27967083500005,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9551154375076294
},
{
"p": 0.0714285746216774,
"m": 0.9928126335144043
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.7881512641906738
},
{
"p": 0.0714285746216774,
"m": 0.6934396624565125
},
{
"p": 0.0714285746216774,
"m": 0.99586421251297
},
{
"p": 0.0714285746216774,
"m": 0.8184418678283691
},
{
"p": 0.0714285746216774,
"m": 0.900741457939148
},
{
"p": 0.0714285746216774,
"m": 0.8742607831954956
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 10,
"train_loss": 1.5088380575180054,
"val_loss": 1.4203001260757446,
"acc": 49.71,
"time": 94.63220227099998,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9423542618751526
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.7230209112167358
},
{
"p": 0.0714285746216774,
"m": 0.6773493885993958
},
{
"p": 0.0714285746216774,
"m": 0.9939468502998352
},
{
"p": 0.0714285746216774,
"m": 0.8277813196182251
},
{
"p": 0.0714285746216774,
"m": 0.8917314410209656
},
{
"p": 0.0714285746216774,
"m": 0.8669811487197876
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 11,
"train_loss": 1.8280715942382812,
"val_loss": 1.306895136833191,
"acc": 50.45,
"time": 97.07963899899994,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9173023700714111
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9945396184921265
},
{
"p": 0.0714285746216774,
"m": 0.6643117666244507
},
{
"p": 0.0714285746216774,
"m": 0.6636325120925903
},
{
"p": 0.0714285746216774,
"m": 0.9941772222518921
},
{
"p": 0.0714285746216774,
"m": 0.843825101852417
},
{
"p": 0.0714285746216774,
"m": 0.9068737030029297
},
{
"p": 0.0714285746216774,
"m": 0.8713049292564392
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 12,
"train_loss": 1.5837424993515015,
"val_loss": 1.447594404220581,
"acc": 50.33,
"time": 95.15786223700002,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.8741161227226257
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.985153079032898
},
{
"p": 0.0714285746216774,
"m": 0.6093286871910095
},
{
"p": 0.0714285746216774,
"m": 0.6463803648948669
},
{
"p": 0.0714285746216774,
"m": 0.959382951259613
},
{
"p": 0.0714285746216774,
"m": 0.8647521734237671
},
{
"p": 0.0714285746216774,
"m": 0.8867557048797607
},
{
"p": 0.0714285746216774,
"m": 0.9158802032470703
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 13,
"train_loss": 1.5247421264648438,
"val_loss": 1.3351603746414185,
"acc": 52.89,
"time": 94.61111705099984,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.8495529294013977
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5408619046211243
},
{
"p": 0.0714285746216774,
"m": 0.634402871131897
},
{
"p": 0.0714285746216774,
"m": 0.9425178170204163
},
{
"p": 0.0714285746216774,
"m": 0.8684945702552795
},
{
"p": 0.0714285746216774,
"m": 0.8668695092201233
},
{
"p": 0.0714285746216774,
"m": 0.9739016890525818
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 14,
"train_loss": 1.1890411376953125,
"val_loss": 1.331757664680481,
"acc": 51.07,
"time": 95.50100525300013,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.8780258893966675
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.48027220368385315
},
{
"p": 0.0714285746216774,
"m": 0.629690408706665
},
{
"p": 0.0714285746216774,
"m": 0.9219786524772644
},
{
"p": 0.0714285746216774,
"m": 0.8889798521995544
},
{
"p": 0.0714285746216774,
"m": 0.8480802774429321
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 15,
"train_loss": 1.3844921588897705,
"val_loss": 1.246869444847107,
"acc": 55.31,
"time": 97.54252003600004,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9157248139381409
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.4047712981700897
},
{
"p": 0.0714285746216774,
"m": 0.5951621532440186
},
{
"p": 0.0714285746216774,
"m": 0.8857975602149963
},
{
"p": 0.0714285746216774,
"m": 0.9080279469490051
},
{
"p": 0.0714285746216774,
"m": 0.8139941096305847
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 16,
"train_loss": 1.381467580795288,
"val_loss": 1.2021900415420532,
"acc": 55.68,
"time": 94.52448199299988,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9219557642936707
},
{
"p": 0.0714285746216774,
"m": 0.9613581299781799
},
{
"p": 0.0714285746216774,
"m": 0.9797168970108032
},
{
"p": 0.0714285746216774,
"m": 0.3643206059932709
},
{
"p": 0.0714285746216774,
"m": 0.5672261714935303
},
{
"p": 0.0714285746216774,
"m": 0.847567617893219
},
{
"p": 0.0714285746216774,
"m": 0.91062331199646
},
{
"p": 0.0714285746216774,
"m": 0.7860463857650757
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 17,
"train_loss": 1.6110633611679077,
"val_loss": 1.2462000846862793,
"acc": 55.8,
"time": 96.0517499980001,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.875057578086853
},
{
"p": 0.0714285746216774,
"m": 0.9452731609344482
},
{
"p": 0.0714285746216774,
"m": 0.9612560868263245
},
{
"p": 0.0714285746216774,
"m": 0.34935227036476135
},
{
"p": 0.0714285746216774,
"m": 0.577046275138855
},
{
"p": 0.0714285746216774,
"m": 0.8247964382171631
},
{
"p": 0.0714285746216774,
"m": 0.9083823561668396
},
{
"p": 0.0714285746216774,
"m": 0.7986157536506653
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 18,
"train_loss": 1.4108712673187256,
"val_loss": 1.1537867784500122,
"acc": 57.31,
"time": 96.79801756700022,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.8489564061164856
},
{
"p": 0.0714285746216774,
"m": 0.9397071599960327
},
{
"p": 0.0714285746216774,
"m": 0.9424087405204773
},
{
"p": 0.0714285746216774,
"m": 0.32947713136672974
},
{
"p": 0.0714285746216774,
"m": 0.5830644369125366
},
{
"p": 0.0714285746216774,
"m": 0.8177732229232788
},
{
"p": 0.0714285746216774,
"m": 0.888339638710022
},
{
"p": 0.0714285746216774,
"m": 0.7976750135421753
},
{
"p": 0.0714285746216774,
"m": 0.9887439608573914
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 19,
"train_loss": 1.2779865264892578,
"val_loss": 1.2536991834640503,
"acc": 58.39,
"time": 95.80739553800004,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.8546463847160339
},
{
"p": 0.0714285746216774,
"m": 0.9285626411437988
},
{
"p": 0.0714285746216774,
"m": 0.9709649682044983
},
{
"p": 0.0714285746216774,
"m": 0.326172798871994
},
{
"p": 0.0714285746216774,
"m": 0.6003690958023071
},
{
"p": 0.0714285746216774,
"m": 0.8397207856178284
},
{
"p": 0.0714285746216774,
"m": 0.8551813364028931
},
{
"p": 0.0714285746216774,
"m": 0.8025010824203491
},
{
"p": 0.0714285746216774,
"m": 0.9938220381736755
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 20,
"train_loss": 1.2256380319595337,
"val_loss": 1.141046404838562,
"acc": 59.14,
"time": 95.0853579510001,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.8331551551818848
},
{
"p": 0.0714285746216774,
"m": 0.9133493900299072
},
{
"p": 0.0714285746216774,
"m": 0.9893739223480225
},
{
"p": 0.0714285746216774,
"m": 0.35009637475013733
},
{
"p": 0.0714285746216774,
"m": 0.5766501426696777
},
{
"p": 0.0714285746216774,
"m": 0.8477730751037598
},
{
"p": 0.0714285746216774,
"m": 0.8319167494773865
},
{
"p": 0.0714285746216774,
"m": 0.7984822988510132
},
{
"p": 0.0714285746216774,
"m": 0.9861890077590942
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 21,
"train_loss": 1.174654245376587,
"val_loss": 1.1405396461486816,
"acc": 57.54,
"time": 94.9852610129999,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.8028444051742554
},
{
"p": 0.0714285746216774,
"m": 0.9515972137451172
},
{
"p": 0.0714285746216774,
"m": 0.9725198149681091
},
{
"p": 0.0714285746216774,
"m": 0.32994702458381653
},
{
"p": 0.0714285746216774,
"m": 0.5532462000846863
},
{
"p": 0.0714285746216774,
"m": 0.8288180232048035
},
{
"p": 0.0714285746216774,
"m": 0.8366245627403259
},
{
"p": 0.0714285746216774,
"m": 0.7838039994239807
},
{
"p": 0.0714285746216774,
"m": 0.9662898778915405
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 22,
"train_loss": 1.253539800643921,
"val_loss": 1.1805673837661743,
"acc": 57.52,
"time": 96.97245344800012,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.7799093723297119
},
{
"p": 0.0714285746216774,
"m": 0.9718250632286072
},
{
"p": 0.0714285746216774,
"m": 0.9647062420845032
},
{
"p": 0.0714285746216774,
"m": 0.326951265335083
},
{
"p": 0.0714285746216774,
"m": 0.5337073802947998
},
{
"p": 0.0714285746216774,
"m": 0.8144674897193909
},
{
"p": 0.0714285746216774,
"m": 0.8391155004501343
},
{
"p": 0.0714285746216774,
"m": 0.7337046265602112
},
{
"p": 0.0714285746216774,
"m": 0.9698651432991028
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 23,
"train_loss": 1.1499422788619995,
"val_loss": 1.1389082670211792,
"acc": 59.34,
"time": 97.53452780299995,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.7874611616134644
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9506461024284363
},
{
"p": 0.0714285746216774,
"m": 0.35875922441482544
},
{
"p": 0.0714285746216774,
"m": 0.5107327699661255
},
{
"p": 0.0714285746216774,
"m": 0.8087912201881409
},
{
"p": 0.0714285746216774,
"m": 0.8320120573043823
},
{
"p": 0.0714285746216774,
"m": 0.7008121609687805
},
{
"p": 0.0714285746216774,
"m": 0.9998818039894104
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 24,
"train_loss": 1.1819274425506592,
"val_loss": 1.007586121559143,
"acc": 60.59,
"time": 96.20644422500027,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.7792759537696838
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9790006875991821
},
{
"p": 0.0714285746216774,
"m": 0.37061575055122375
},
{
"p": 0.0714285746216774,
"m": 0.47967445850372314
},
{
"p": 0.0714285746216774,
"m": 0.8047894239425659
},
{
"p": 0.0714285746216774,
"m": 0.8576236963272095
},
{
"p": 0.0714285746216774,
"m": 0.6753230690956116
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 25,
"train_loss": 1.2054089307785034,
"val_loss": 1.1314125061035156,
"acc": 59.68,
"time": 96.60636685300005,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.7614275217056274
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9933018684387207
},
{
"p": 0.0714285746216774,
"m": 0.3743823766708374
},
{
"p": 0.0714285746216774,
"m": 0.45564335584640503
},
{
"p": 0.0714285746216774,
"m": 0.785797119140625
},
{
"p": 0.0714285746216774,
"m": 0.8781107664108276
},
{
"p": 0.0714285746216774,
"m": 0.6663612723350525
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 26,
"train_loss": 1.2350330352783203,
"val_loss": 1.064427137374878,
"acc": 61.23,
"time": 96.37362733600003,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.7139842510223389
},
{
"p": 0.0714285746216774,
"m": 0.9966913461685181
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.3612552881240845
},
{
"p": 0.0714285746216774,
"m": 0.4175374209880829
},
{
"p": 0.0714285746216774,
"m": 0.7640489339828491
},
{
"p": 0.0714285746216774,
"m": 0.8693913817405701
},
{
"p": 0.0714285746216774,
"m": 0.6761242151260376
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 27,
"train_loss": 1.3512510061264038,
"val_loss": 1.1691309213638306,
"acc": 62.21,
"time": 96.33967256799997,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.676920473575592
},
{
"p": 0.0714285746216774,
"m": 0.9565505981445312
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.31327521800994873
},
{
"p": 0.0714285746216774,
"m": 0.41753333806991577
},
{
"p": 0.0714285746216774,
"m": 0.7548379302024841
},
{
"p": 0.0714285746216774,
"m": 0.8381423354148865
},
{
"p": 0.0714285746216774,
"m": 0.6848858594894409
},
{
"p": 0.0714285746216774,
"m": 0.9968459606170654
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 28,
"train_loss": 1.1363381147384644,
"val_loss": 1.0310025215148926,
"acc": 62.81,
"time": 96.1100255880001,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.6237126588821411
},
{
"p": 0.0714285746216774,
"m": 0.9457442164421082
},
{
"p": 0.0714285746216774,
"m": 0.9998733401298523
},
{
"p": 0.0714285746216774,
"m": 0.2673046588897705
},
{
"p": 0.0714285746216774,
"m": 0.4207662045955658
},
{
"p": 0.0714285746216774,
"m": 0.7462309002876282
},
{
"p": 0.0714285746216774,
"m": 0.822979211807251
},
{
"p": 0.0714285746216774,
"m": 0.6949315667152405
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 29,
"train_loss": 0.9895141124725342,
"val_loss": 1.036379337310791,
"acc": 62.05,
"time": 96.00525478500003,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5767430663108826
},
{
"p": 0.0714285746216774,
"m": 0.9450070261955261
},
{
"p": 0.0714285746216774,
"m": 0.996748685836792
},
{
"p": 0.0714285746216774,
"m": 0.24162538349628448
},
{
"p": 0.0714285746216774,
"m": 0.42097631096839905
},
{
"p": 0.0714285746216774,
"m": 0.7263047099113464
},
{
"p": 0.0714285746216774,
"m": 0.8205668330192566
},
{
"p": 0.0714285746216774,
"m": 0.7342270016670227
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 30,
"train_loss": 1.1199796199798584,
"val_loss": 1.064760446548462,
"acc": 62.36,
"time": 95.93589833299984,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5528371334075928
},
{
"p": 0.0714285746216774,
"m": 0.8876772522926331
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.25590693950653076
},
{
"p": 0.0714285746216774,
"m": 0.42241647839546204
},
{
"p": 0.0714285746216774,
"m": 0.7375379204750061
},
{
"p": 0.0714285746216774,
"m": 0.7984866499900818
},
{
"p": 0.0714285746216774,
"m": 0.7679066061973572
},
{
"p": 0.0714285746216774,
"m": 0.9992005228996277
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 31,
"train_loss": 1.096784234046936,
"val_loss": 0.995425283908844,
"acc": 63.97,
"time": 95.83624254900042,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5461787581443787
},
{
"p": 0.0714285746216774,
"m": 0.8545201420783997
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.27412620186805725
},
{
"p": 0.0714285746216774,
"m": 0.4194439947605133
},
{
"p": 0.0714285746216774,
"m": 0.7732253074645996
},
{
"p": 0.0714285746216774,
"m": 0.7630700469017029
},
{
"p": 0.0714285746216774,
"m": 0.7781690359115601
},
{
"p": 0.0714285746216774,
"m": 0.9802604913711548
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 32,
"train_loss": 1.1415413618087769,
"val_loss": 1.1315360069274902,
"acc": 63.73,
"time": 95.70321685199997,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5242982506752014
},
{
"p": 0.0714285746216774,
"m": 0.8296904563903809
},
{
"p": 0.0714285746216774,
"m": 0.9925772547721863
},
{
"p": 0.0714285746216774,
"m": 0.24553069472312927
},
{
"p": 0.0714285746216774,
"m": 0.4005199670791626
},
{
"p": 0.0714285746216774,
"m": 0.8157892227172852
},
{
"p": 0.0714285746216774,
"m": 0.7581024169921875
},
{
"p": 0.0714285746216774,
"m": 0.7895129919052124
},
{
"p": 0.0714285746216774,
"m": 0.9796801209449768
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 33,
"train_loss": 1.0725154876708984,
"val_loss": 1.042238712310791,
"acc": 64.44,
"time": 96.288387392,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.49738460779190063
},
{
"p": 0.0714285746216774,
"m": 0.8527377843856812
},
{
"p": 0.0714285746216774,
"m": 0.9767429232597351
},
{
"p": 0.0714285746216774,
"m": 0.22580985724925995
},
{
"p": 0.0714285746216774,
"m": 0.3806323707103729
},
{
"p": 0.0714285746216774,
"m": 0.8517372012138367
},
{
"p": 0.0714285746216774,
"m": 0.7695863842964172
},
{
"p": 0.0714285746216774,
"m": 0.8089526891708374
},
{
"p": 0.0714285746216774,
"m": 0.9821730256080627
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 34,
"train_loss": 1.0743035078048706,
"val_loss": 0.9869658350944519,
"acc": 64.88,
"time": 96.23570636299974,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.45089855790138245
},
{
"p": 0.0714285746216774,
"m": 0.839926540851593
},
{
"p": 0.0714285746216774,
"m": 0.9871056079864502
},
{
"p": 0.0714285746216774,
"m": 0.22081971168518066
},
{
"p": 0.0714285746216774,
"m": 0.3307252526283264
},
{
"p": 0.0714285746216774,
"m": 0.8619994521141052
},
{
"p": 0.0714285746216774,
"m": 0.7735600471496582
},
{
"p": 0.0714285746216774,
"m": 0.822716474533081
},
{
"p": 0.0714285746216774,
"m": 0.9921241998672485
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 35,
"train_loss": 1.0576879978179932,
"val_loss": 0.9762613773345947,
"acc": 64.8,
"time": 95.33640408799965,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.39287301898002625
},
{
"p": 0.0714285746216774,
"m": 0.8448864221572876
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.21184076368808746
},
{
"p": 0.0714285746216774,
"m": 0.2969939708709717
},
{
"p": 0.0714285746216774,
"m": 0.8782882690429688
},
{
"p": 0.0714285746216774,
"m": 0.7646793723106384
},
{
"p": 0.0714285746216774,
"m": 0.821014404296875
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 36,
"train_loss": 0.9005997776985168,
"val_loss": 1.113227128982544,
"acc": 63.64,
"time": 95.78296758600027,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.3697868585586548
},
{
"p": 0.0714285746216774,
"m": 0.8539002537727356
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.2545200288295746
},
{
"p": 0.0714285746216774,
"m": 0.2682598829269409
},
{
"p": 0.0714285746216774,
"m": 0.8792474865913391
},
{
"p": 0.0714285746216774,
"m": 0.7720636129379272
},
{
"p": 0.0714285746216774,
"m": 0.8198720216751099
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 37,
"train_loss": 0.8372648358345032,
"val_loss": 0.991404116153717,
"acc": 64.11,
"time": 95.80113457899961,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.3617631793022156
},
{
"p": 0.0714285746216774,
"m": 0.8522682785987854
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.3133374750614166
},
{
"p": 0.0714285746216774,
"m": 0.24088412523269653
},
{
"p": 0.0714285746216774,
"m": 0.8871367573738098
},
{
"p": 0.0714285746216774,
"m": 0.7770612835884094
},
{
"p": 0.0714285746216774,
"m": 0.8031570911407471
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 38,
"train_loss": 0.6991864442825317,
"val_loss": 0.9569581151008606,
"acc": 65.73,
"time": 96.60339391299976,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.36155858635902405
},
{
"p": 0.0714285746216774,
"m": 0.8153282403945923
},
{
"p": 0.0714285746216774,
"m": 0.9962552785873413
},
{
"p": 0.0714285746216774,
"m": 0.3731103241443634
},
{
"p": 0.0714285746216774,
"m": 0.21095000207424164
},
{
"p": 0.0714285746216774,
"m": 0.8974156379699707
},
{
"p": 0.0714285746216774,
"m": 0.7849007844924927
},
{
"p": 0.0714285746216774,
"m": 0.7827883958816528
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 39,
"train_loss": 0.919086217880249,
"val_loss": 0.9135425686836243,
"acc": 65.63,
"time": 95.30099040500045,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.35514959692955017
},
{
"p": 0.0714285746216774,
"m": 0.7748165726661682
},
{
"p": 0.0714285746216774,
"m": 0.9856600761413574
},
{
"p": 0.0714285746216774,
"m": 0.4390951991081238
},
{
"p": 0.0714285746216774,
"m": 0.18964587152004242
},
{
"p": 0.0714285746216774,
"m": 0.8953063488006592
},
{
"p": 0.0714285746216774,
"m": 0.7768340706825256
},
{
"p": 0.0714285746216774,
"m": 0.7580299377441406
},
{
"p": 0.0714285746216774,
"m": 0.9998418092727661
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 40,
"train_loss": 0.8678957223892212,
"val_loss": 1.0499507188796997,
"acc": 64.22,
"time": 96.24150737199989,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.3427852690219879
},
{
"p": 0.0714285746216774,
"m": 0.7869344353675842
},
{
"p": 0.0714285746216774,
"m": 0.9881030917167664
},
{
"p": 0.0714285746216774,
"m": 0.4782021641731262
},
{
"p": 0.0714285746216774,
"m": 0.14871810376644135
},
{
"p": 0.0714285746216774,
"m": 0.912941038608551
},
{
"p": 0.0714285746216774,
"m": 0.7631748914718628
},
{
"p": 0.0714285746216774,
"m": 0.7517281770706177
},
{
"p": 0.0714285746216774,
"m": 0.9996781945228577
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 41,
"train_loss": 0.8997266888618469,
"val_loss": 1.0256233215332031,
"acc": 65.66,
"time": 95.9299603669997,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.31783929467201233
},
{
"p": 0.0714285746216774,
"m": 0.8190147876739502
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.4817884564399719
},
{
"p": 0.0714285746216774,
"m": 0.11984658986330032
},
{
"p": 0.0714285746216774,
"m": 0.9126132726669312
},
{
"p": 0.0714285746216774,
"m": 0.743701696395874
},
{
"p": 0.0714285746216774,
"m": 0.755998969078064
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 42,
"train_loss": 0.8990050554275513,
"val_loss": 1.0087465047836304,
"acc": 65.86,
"time": 95.76009069299971,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.297241747379303
},
{
"p": 0.0714285746216774,
"m": 0.8467379808425903
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.4647091329097748
},
{
"p": 0.0714285746216774,
"m": 0.08527713268995285
},
{
"p": 0.0714285746216774,
"m": 0.8953284621238708
},
{
"p": 0.0714285746216774,
"m": 0.7659648656845093
},
{
"p": 0.0714285746216774,
"m": 0.7488723993301392
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 43,
"train_loss": 0.7509379386901855,
"val_loss": 0.9864224195480347,
"acc": 65.04,
"time": 96.27465757599975,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.27358776330947876
},
{
"p": 0.0714285746216774,
"m": 0.8007962703704834
},
{
"p": 0.0714285746216774,
"m": 0.9996013045310974
},
{
"p": 0.0714285746216774,
"m": 0.43333980441093445
},
{
"p": 0.0714285746216774,
"m": 0.029772059991955757
},
{
"p": 0.0714285746216774,
"m": 0.8954512476921082
},
{
"p": 0.0714285746216774,
"m": 0.7448124885559082
},
{
"p": 0.0714285746216774,
"m": 0.7299020290374756
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 44,
"train_loss": 0.891749382019043,
"val_loss": 0.9547824859619141,
"acc": 65.17,
"time": 95.48061519000021,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.23322531580924988
},
{
"p": 0.0714285746216774,
"m": 0.7891722917556763
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.4070545732975006
},
{
"p": 0.0714285746216774,
"m": 0.012485365383327007
},
{
"p": 0.0714285746216774,
"m": 0.9002310037612915
},
{
"p": 0.0714285746216774,
"m": 0.7398999929428101
},
{
"p": 0.0714285746216774,
"m": 0.7169705629348755
},
{
"p": 0.0714285746216774,
"m": 0.9923468232154846
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 45,
"train_loss": 0.8314028978347778,
"val_loss": 1.16094970703125,
"acc": 65.91,
"time": 95.03880407700035,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.18299278616905212
},
{
"p": 0.0714285746216774,
"m": 0.7954745888710022
},
{
"p": 0.0714285746216774,
"m": 0.9998296499252319
},
{
"p": 0.0714285746216774,
"m": 0.3682370185852051
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.8939939141273499
},
{
"p": 0.0714285746216774,
"m": 0.7497780323028564
},
{
"p": 0.0714285746216774,
"m": 0.707395613193512
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 46,
"train_loss": 0.9350267052650452,
"val_loss": 1.0823028087615967,
"acc": 66.04,
"time": 95.4354074439998,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.12189550697803497
},
{
"p": 0.0714285746216774,
"m": 0.7725975513458252
},
{
"p": 0.0714285746216774,
"m": 0.9893848896026611
},
{
"p": 0.0714285746216774,
"m": 0.34331193566322327
},
{
"p": 0.0714285746216774,
"m": 0.006254587322473526
},
{
"p": 0.0714285746216774,
"m": 0.8801678419113159
},
{
"p": 0.0714285746216774,
"m": 0.7673866748809814
},
{
"p": 0.0714285746216774,
"m": 0.7179368138313293
},
{
"p": 0.0714285746216774,
"m": 0.9827845096588135
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 47,
"train_loss": 0.8478366136550903,
"val_loss": 0.9765564799308777,
"acc": 66.08,
"time": 95.42721085199992,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.10134045779705048
},
{
"p": 0.0714285746216774,
"m": 0.728533923625946
},
{
"p": 0.0714285746216774,
"m": 0.9635912179946899
},
{
"p": 0.0714285746216774,
"m": 0.3104409873485565
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.8670283555984497
},
{
"p": 0.0714285746216774,
"m": 0.7700806856155396
},
{
"p": 0.0714285746216774,
"m": 0.7088765501976013
},
{
"p": 0.0714285746216774,
"m": 0.9974775910377502
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 48,
"train_loss": 0.7089536786079407,
"val_loss": 0.9744035601615906,
"acc": 66.43,
"time": 96.91417072700006,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.1342015117406845
},
{
"p": 0.0714285746216774,
"m": 0.706463098526001
},
{
"p": 0.0714285746216774,
"m": 0.9462512731552124
},
{
"p": 0.0714285746216774,
"m": 0.25147220492362976
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.8530313968658447
},
{
"p": 0.0714285746216774,
"m": 0.7604029178619385
},
{
"p": 0.0714285746216774,
"m": 0.6946062445640564
},
{
"p": 0.0714285746216774,
"m": 0.9920998811721802
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 49,
"train_loss": 0.7739948630332947,
"val_loss": 1.0831525325775146,
"acc": 66.23,
"time": 95.33997098000054,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.19247737526893616
},
{
"p": 0.0714285746216774,
"m": 0.6684610843658447
},
{
"p": 0.0714285746216774,
"m": 0.9327356219291687
},
{
"p": 0.0714285746216774,
"m": 0.24248498678207397
},
{
"p": 0.0714285746216774,
"m": 0.012063587084412575
},
{
"p": 0.0714285746216774,
"m": 0.8454933166503906
},
{
"p": 0.0714285746216774,
"m": 0.7448442578315735
},
{
"p": 0.0714285746216774,
"m": 0.7001744508743286
},
{
"p": 0.0714285746216774,
"m": 0.999679446220398
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 50,
"train_loss": 0.9103953838348389,
"val_loss": 0.9739218354225159,
"acc": 66.51,
"time": 97.2575467860006,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.2264527827501297
},
{
"p": 0.0714285746216774,
"m": 0.6274507641792297
},
{
"p": 0.0714285746216774,
"m": 0.9265519976615906
},
{
"p": 0.0714285746216774,
"m": 0.21702103316783905
},
{
"p": 0.0714285746216774,
"m": 0.007953496649861336
},
{
"p": 0.0714285746216774,
"m": 0.8755291700363159
},
{
"p": 0.0714285746216774,
"m": 0.7260382175445557
},
{
"p": 0.0714285746216774,
"m": 0.7262570261955261
},
{
"p": 0.0714285746216774,
"m": 0.994489848613739
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 51,
"train_loss": 0.6903899908065796,
"val_loss": 0.9048019647598267,
"acc": 66.17,
"time": 95.2198826140002,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.21354196965694427
},
{
"p": 0.0714285746216774,
"m": 0.5411576628684998
},
{
"p": 0.0714285746216774,
"m": 0.8978622555732727
},
{
"p": 0.0714285746216774,
"m": 0.18754079937934875
},
{
"p": 0.0714285746216774,
"m": 0.014781246893107891
},
{
"p": 0.0714285746216774,
"m": 0.8896608352661133
},
{
"p": 0.0714285746216774,
"m": 0.722378671169281
},
{
"p": 0.0714285746216774,
"m": 0.7283920645713806
},
{
"p": 0.0714285746216774,
"m": 0.9904523491859436
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 52,
"train_loss": 0.7682459950447083,
"val_loss": 0.8865958452224731,
"acc": 67.19,
"time": 96.23646011599976,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.15721653401851654
},
{
"p": 0.0714285746216774,
"m": 0.46169787645339966
},
{
"p": 0.0714285746216774,
"m": 0.908547043800354
},
{
"p": 0.0714285746216774,
"m": 0.1651456505060196
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.8946644067764282
},
{
"p": 0.0714285746216774,
"m": 0.7413439154624939
},
{
"p": 0.0714285746216774,
"m": 0.7290657162666321
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 53,
"train_loss": 0.8126987218856812,
"val_loss": 1.092131495475769,
"acc": 66.99,
"time": 94.3147089669992,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.12219812721014023
},
{
"p": 0.0714285746216774,
"m": 0.41452378034591675
},
{
"p": 0.0714285746216774,
"m": 0.9088940620422363
},
{
"p": 0.0714285746216774,
"m": 0.0946786031126976
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.9067649841308594
},
{
"p": 0.0714285746216774,
"m": 0.7808462381362915
},
{
"p": 0.0714285746216774,
"m": 0.7539371252059937
},
{
"p": 0.0714285746216774,
"m": 0.9984275102615356
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 54,
"train_loss": 0.686998188495636,
"val_loss": 1.0338599681854248,
"acc": 67.04,
"time": 92.18032757999936,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0743153914809227
},
{
"p": 0.0714285746216774,
"m": 0.39876991510391235
},
{
"p": 0.0714285746216774,
"m": 0.9083258509635925
},
{
"p": 0.0714285746216774,
"m": 0.011963213793933392
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.8883387446403503
},
{
"p": 0.0714285746216774,
"m": 0.8323809504508972
},
{
"p": 0.0714285746216774,
"m": 0.7106069326400757
},
{
"p": 0.0714285746216774,
"m": 0.9861210584640503
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 55,
"train_loss": 0.7594560980796814,
"val_loss": 0.8738867044448853,
"acc": 66.99,
"time": 92.32318251799916,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.09294751286506653
},
{
"p": 0.0714285746216774,
"m": 0.4130399823188782
},
{
"p": 0.0714285746216774,
"m": 0.9249047040939331
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.8771138787269592
},
{
"p": 0.0714285746216774,
"m": 0.8375971913337708
},
{
"p": 0.0714285746216774,
"m": 0.7200806736946106
},
{
"p": 0.0714285746216774,
"m": 0.969434916973114
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 56,
"train_loss": 0.7200358510017395,
"val_loss": 1.1465984582901,
"acc": 67.0,
"time": 94.88814403000015,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.14337590336799622
},
{
"p": 0.0714285746216774,
"m": 0.4146282970905304
},
{
"p": 0.0714285746216774,
"m": 0.9543831944465637
},
{
"p": 0.0714285746216774,
"m": 0.006809588987380266
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.8614020347595215
},
{
"p": 0.0714285746216774,
"m": 0.8295149803161621
},
{
"p": 0.0714285746216774,
"m": 0.735389232635498
},
{
"p": 0.0714285746216774,
"m": 0.9633744359016418
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 57,
"train_loss": 0.959622323513031,
"val_loss": 1.190770149230957,
"acc": 66.28,
"time": 95.7531406019998,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.12026055157184601
},
{
"p": 0.0714285746216774,
"m": 0.36791756749153137
},
{
"p": 0.0714285746216774,
"m": 0.9811995029449463
},
{
"p": 0.0714285746216774,
"m": 0.05163608118891716
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.8513140678405762
},
{
"p": 0.0714285746216774,
"m": 0.80131995677948
},
{
"p": 0.0714285746216774,
"m": 0.7610434889793396
},
{
"p": 0.0714285746216774,
"m": 0.9664027094841003
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 58,
"train_loss": 0.7339739799499512,
"val_loss": 1.1004152297973633,
"acc": 67.09,
"time": 93.19492171600086,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0569893904030323
},
{
"p": 0.0714285746216774,
"m": 0.3259854316711426
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.021015428006649017
},
{
"p": 0.0714285746216774,
"m": 0.025198090821504593
},
{
"p": 0.0714285746216774,
"m": 0.8864309787750244
},
{
"p": 0.0714285746216774,
"m": 0.7654074430465698
},
{
"p": 0.0714285746216774,
"m": 0.781056821346283
},
{
"p": 0.0714285746216774,
"m": 0.9775905609130859
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 59,
"train_loss": 0.6959490776062012,
"val_loss": 1.033252477645874,
"acc": 66.43,
"time": 92.16783278399998,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.33210334181785583
},
{
"p": 0.0714285746216774,
"m": 0.9808641672134399
},
{
"p": 0.0714285746216774,
"m": 0.000291226664558053
},
{
"p": 0.0714285746216774,
"m": 0.017052989453077316
},
{
"p": 0.0714285746216774,
"m": 0.8693556189537048
},
{
"p": 0.0714285746216774,
"m": 0.7651581764221191
},
{
"p": 0.0714285746216774,
"m": 0.7985682487487793
},
{
"p": 0.0714285746216774,
"m": 0.9837363362312317
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 60,
"train_loss": 0.7111512422561646,
"val_loss": 0.9632273316383362,
"acc": 67.43,
"time": 93.90445907899993,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.34490537643432617
},
{
"p": 0.0714285746216774,
"m": 0.9485594034194946
},
{
"p": 0.0714285746216774,
"m": 0.00016832619439810514
},
{
"p": 0.0714285746216774,
"m": 0.03762109577655792
},
{
"p": 0.0714285746216774,
"m": 0.8588112592697144
},
{
"p": 0.0714285746216774,
"m": 0.7662234902381897
},
{
"p": 0.0714285746216774,
"m": 0.8039398193359375
},
{
"p": 0.0714285746216774,
"m": 0.9648687243461609
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 61,
"train_loss": 0.8048114776611328,
"val_loss": 0.9620324969291687,
"acc": 67.4,
"time": 94.01546404799956,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0021070342045277357
},
{
"p": 0.0714285746216774,
"m": 0.3275953233242035
},
{
"p": 0.0714285746216774,
"m": 0.9210907816886902
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.05321599170565605
},
{
"p": 0.0714285746216774,
"m": 0.8283852338790894
},
{
"p": 0.0714285746216774,
"m": 0.7950178980827332
},
{
"p": 0.0714285746216774,
"m": 0.7855427861213684
},
{
"p": 0.0714285746216774,
"m": 0.9622223973274231
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 62,
"train_loss": 0.8337299823760986,
"val_loss": 0.9566124677658081,
"acc": 67.26,
"time": 94.34430702200007,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.02154562622308731
},
{
"p": 0.0714285746216774,
"m": 0.2870810925960541
},
{
"p": 0.0714285746216774,
"m": 0.9271488785743713
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.018369155004620552
},
{
"p": 0.0714285746216774,
"m": 0.8033889532089233
},
{
"p": 0.0714285746216774,
"m": 0.8508715033531189
},
{
"p": 0.0714285746216774,
"m": 0.7802019119262695
},
{
"p": 0.0714285746216774,
"m": 0.9709400534629822
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 63,
"train_loss": 0.47756215929985046,
"val_loss": 1.0451124906539917,
"acc": 67.16,
"time": 95.95073892100027,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.25548046827316284
},
{
"p": 0.0714285746216774,
"m": 0.8905326724052429
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.776945948600769
},
{
"p": 0.0714285746216774,
"m": 0.8835874795913696
},
{
"p": 0.0714285746216774,
"m": 0.7727224230766296
},
{
"p": 0.0714285746216774,
"m": 0.9722978472709656
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 64,
"train_loss": 0.774817168712616,
"val_loss": 1.0143396854400635,
"acc": 67.29,
"time": 95.37747801400019,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.1877761036157608
},
{
"p": 0.0714285746216774,
"m": 0.8623020648956299
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.7526111602783203
},
{
"p": 0.0714285746216774,
"m": 0.8919767141342163
},
{
"p": 0.0714285746216774,
"m": 0.7856490015983582
},
{
"p": 0.0714285746216774,
"m": 0.9715778827667236
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 65,
"train_loss": 0.6073464155197144,
"val_loss": 1.100219488143921,
"acc": 66.6,
"time": 95.61524078999992,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.19041681289672852
},
{
"p": 0.0714285746216774,
"m": 0.8363452553749084
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.7363683581352234
},
{
"p": 0.0714285746216774,
"m": 0.8826097846031189
},
{
"p": 0.0714285746216774,
"m": 0.8328987956047058
},
{
"p": 0.0714285746216774,
"m": 0.9455273747444153
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 66,
"train_loss": 0.6459987759590149,
"val_loss": 1.1296690702438354,
"acc": 65.83,
"time": 96.59050749100061,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.17238135635852814
},
{
"p": 0.0714285746216774,
"m": 0.8109805583953857
},
{
"p": 0.0714285746216774,
"m": 0.008073847740888596
},
{
"p": 0.0714285746216774,
"m": 0.00017913131159730256
},
{
"p": 0.0714285746216774,
"m": 0.7476680278778076
},
{
"p": 0.0714285746216774,
"m": 0.85877925157547
},
{
"p": 0.0714285746216774,
"m": 0.8820167183876038
},
{
"p": 0.0714285746216774,
"m": 0.9159964919090271
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 67,
"train_loss": 0.43676048517227173,
"val_loss": 1.089186429977417,
"acc": 67.6,
"time": 95.35742206000032,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.04512578994035721
},
{
"p": 0.0714285746216774,
"m": 0.15784621238708496
},
{
"p": 0.0714285746216774,
"m": 0.7423461675643921
},
{
"p": 0.0714285746216774,
"m": 0.0726931020617485
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.7700159549713135
},
{
"p": 0.0714285746216774,
"m": 0.8236655592918396
},
{
"p": 0.0714285746216774,
"m": 0.8579146862030029
},
{
"p": 0.0714285746216774,
"m": 0.877548098564148
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 68,
"train_loss": 0.5868436098098755,
"val_loss": 1.021640658378601,
"acc": 67.6,
"time": 95.02566100000058,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.08336452394723892
},
{
"p": 0.0714285746216774,
"m": 0.11787039786577225
},
{
"p": 0.0714285746216774,
"m": 0.6945706009864807
},
{
"p": 0.0714285746216774,
"m": 0.11392950266599655
},
{
"p": 0.0714285746216774,
"m": 0.002677431097254157
},
{
"p": 0.0714285746216774,
"m": 0.7924672961235046
},
{
"p": 0.0714285746216774,
"m": 0.8396422863006592
},
{
"p": 0.0714285746216774,
"m": 0.868919312953949
},
{
"p": 0.0714285746216774,
"m": 0.8332559466362
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 69,
"train_loss": 0.44989660382270813,
"val_loss": 0.8858595490455627,
"acc": 67.32,
"time": 94.5678474819997,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.07006265223026276
},
{
"p": 0.0714285746216774,
"m": 0.07461334019899368
},
{
"p": 0.0714285746216774,
"m": 0.6966971755027771
},
{
"p": 0.0714285746216774,
"m": 0.11055338382720947
},
{
"p": 0.0714285746216774,
"m": 0.07142671197652817
},
{
"p": 0.0714285746216774,
"m": 0.7999027967453003
},
{
"p": 0.0714285746216774,
"m": 0.8283127546310425
},
{
"p": 0.0714285746216774,
"m": 0.8629496693611145
},
{
"p": 0.0714285746216774,
"m": 0.8182917237281799
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 70,
"train_loss": 0.536635160446167,
"val_loss": 1.1015841960906982,
"acc": 66.9,
"time": 95.19939666699975,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.07988017797470093
},
{
"p": 0.0714285746216774,
"m": 0.04940096661448479
},
{
"p": 0.0714285746216774,
"m": 0.7266467809677124
},
{
"p": 0.0714285746216774,
"m": 0.07012326270341873
},
{
"p": 0.0714285746216774,
"m": 0.06256085634231567
},
{
"p": 0.0714285746216774,
"m": 0.8178539276123047
},
{
"p": 0.0714285746216774,
"m": 0.8408635258674622
},
{
"p": 0.0714285746216774,
"m": 0.8434958457946777
},
{
"p": 0.0714285746216774,
"m": 0.8408210277557373
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 71,
"train_loss": 0.4752300977706909,
"val_loss": 0.9662547707557678,
"acc": 67.27,
"time": 94.20546646599996,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.07452096790075302
},
{
"p": 0.0714285746216774,
"m": 0.01723838970065117
},
{
"p": 0.0714285746216774,
"m": 0.7597611546516418
},
{
"p": 0.0714285746216774,
"m": 0.03283119574189186
},
{
"p": 0.0714285746216774,
"m": 0.04855005443096161
},
{
"p": 0.0714285746216774,
"m": 0.8484523296356201
},
{
"p": 0.0714285746216774,
"m": 0.8383510708808899
},
{
"p": 0.0714285746216774,
"m": 0.7829153537750244
},
{
"p": 0.0714285746216774,
"m": 0.8826071619987488
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 72,
"train_loss": 0.4376884996891022,
"val_loss": 1.111696481704712,
"acc": 66.82,
"time": 93.94787285299935,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.040719740092754364
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.8129275441169739
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.03547968715429306
},
{
"p": 0.0714285746216774,
"m": 0.8540629744529724
},
{
"p": 0.0714285746216774,
"m": 0.8457129001617432
},
{
"p": 0.0714285746216774,
"m": 0.7313238978385925
},
{
"p": 0.0714285746216774,
"m": 0.9077267646789551
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 73,
"train_loss": 0.6794804334640503,
"val_loss": 1.117706060409546,
"acc": 66.41,
"time": 94.8892705369999,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.07064162939786911
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.8585654497146606
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.0004191153566353023
},
{
"p": 0.0714285746216774,
"m": 0.8765363693237305
},
{
"p": 0.0714285746216774,
"m": 0.8241249322891235
},
{
"p": 0.0714285746216774,
"m": 0.6943688988685608
},
{
"p": 0.0714285746216774,
"m": 0.9108222126960754
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 74,
"train_loss": 0.3990591764450073,
"val_loss": 1.1244773864746094,
"acc": 67.1,
"time": 95.32231500000034,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.07354410737752914
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.9041237235069275
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.8705210089683533
},
{
"p": 0.0714285746216774,
"m": 0.804957926273346
},
{
"p": 0.0714285746216774,
"m": 0.7038277983665466
},
{
"p": 0.0714285746216774,
"m": 0.9148522615432739
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 75,
"train_loss": 0.40833014249801636,
"val_loss": 1.3467637300491333,
"acc": 67.66,
"time": 96.39260324499992,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.07435406744480133
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.9373147487640381
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.002194141037762165
},
{
"p": 0.0714285746216774,
"m": 0.8756701350212097
},
{
"p": 0.0714285746216774,
"m": 0.771820068359375
},
{
"p": 0.0714285746216774,
"m": 0.7219879031181335
},
{
"p": 0.0714285746216774,
"m": 0.9190714359283447
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 76,
"train_loss": 0.6281943321228027,
"val_loss": 0.9719778299331665,
"acc": 67.49,
"time": 95.24484289500015,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.04574644938111305
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.9522660374641418
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.8555511832237244
},
{
"p": 0.0714285746216774,
"m": 0.7402839064598083
},
{
"p": 0.0714285746216774,
"m": 0.72733473777771
},
{
"p": 0.0714285746216774,
"m": 0.8925946950912476
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 77,
"train_loss": 0.4261203706264496,
"val_loss": 1.0374610424041748,
"acc": 67.54,
"time": 95.1869188820001,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.010478072799742222
},
{
"p": 0.0714285746216774,
"m": 0.0024724865797907114
},
{
"p": 0.0714285746216774,
"m": 0.9346972107887268
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.8087149262428284
},
{
"p": 0.0714285746216774,
"m": 0.7300816774368286
},
{
"p": 0.0714285746216774,
"m": 0.7217679619789124
},
{
"p": 0.0714285746216774,
"m": 0.8553078770637512
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 78,
"train_loss": 0.4924646019935608,
"val_loss": 1.0403162240982056,
"acc": 67.69,
"time": 97.77467877600066,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.020831352099776268
},
{
"p": 0.0714285746216774,
"m": 0.8979589939117432
},
{
"p": 0.0714285746216774,
"m": 0.006701588165014982
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.7616048455238342
},
{
"p": 0.0714285746216774,
"m": 0.7441451549530029
},
{
"p": 0.0714285746216774,
"m": 0.7571895718574524
},
{
"p": 0.0714285746216774,
"m": 0.8279132843017578
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 79,
"train_loss": 0.4290333390235901,
"val_loss": 0.8808045387268066,
"acc": 67.41,
"time": 96.3550805320001,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.040957383811473846
},
{
"p": 0.0714285746216774,
"m": 0.8646520972251892
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.7424608469009399
},
{
"p": 0.0714285746216774,
"m": 0.7500051856040955
},
{
"p": 0.0714285746216774,
"m": 0.7865224480628967
},
{
"p": 0.0714285746216774,
"m": 0.8227787613868713
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 80,
"train_loss": 0.560117781162262,
"val_loss": 1.2463912963867188,
"acc": 66.59,
"time": 97.42726979100007,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.07250876724720001
},
{
"p": 0.0714285746216774,
"m": 0.8504313230514526
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.7205608487129211
},
{
"p": 0.0714285746216774,
"m": 0.7376992106437683
},
{
"p": 0.0714285746216774,
"m": 0.8183856010437012
},
{
"p": 0.0714285746216774,
"m": 0.8103399276733398
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 81,
"train_loss": 0.3791355788707733,
"val_loss": 1.0941168069839478,
"acc": 67.54,
"time": 97.89350277700032,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.11732856184244156
},
{
"p": 0.0714285746216774,
"m": 0.7984090447425842
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.005515115801244974
},
{
"p": 0.0714285746216774,
"m": 0.7056647539138794
},
{
"p": 0.0714285746216774,
"m": 0.760545015335083
},
{
"p": 0.0714285746216774,
"m": 0.8537910580635071
},
{
"p": 0.0714285746216774,
"m": 0.7780011892318726
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 82,
"train_loss": 0.44964727759361267,
"val_loss": 1.010740876197815,
"acc": 67.04,
"time": 94.99204781400022,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.11218492686748505
},
{
"p": 0.0714285746216774,
"m": 0.7537835836410522
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.6970996260643005
},
{
"p": 0.0714285746216774,
"m": 0.803811252117157
},
{
"p": 0.0714285746216774,
"m": 0.893235445022583
},
{
"p": 0.0714285746216774,
"m": 0.7585705518722534
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 83,
"train_loss": 0.4798433482646942,
"val_loss": 1.092739224433899,
"acc": 67.31,
"time": 95.15695210900049,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.0846119299530983
},
{
"p": 0.0714285746216774,
"m": 0.690673291683197
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.681853711605072
},
{
"p": 0.0714285746216774,
"m": 0.8222526907920837
},
{
"p": 0.0714285746216774,
"m": 0.9001787900924683
},
{
"p": 0.0714285746216774,
"m": 0.7326253652572632
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 84,
"train_loss": 0.4316052198410034,
"val_loss": 0.9115719795227051,
"acc": 67.3,
"time": 96.3274463709995,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.03831474855542183
},
{
"p": 0.0714285746216774,
"m": 0.5686569809913635
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.6847214102745056
},
{
"p": 0.0714285746216774,
"m": 0.8267319798469543
},
{
"p": 0.0714285746216774,
"m": 0.8844519257545471
},
{
"p": 0.0714285746216774,
"m": 0.7226782441139221
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 85,
"train_loss": 0.24537526071071625,
"val_loss": 1.0429149866104126,
"acc": 67.22,
"time": 95.49824153099962,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.014034247025847435
},
{
"p": 0.0714285746216774,
"m": 0.4856434166431427
},
{
"p": 0.0714285746216774,
"m": 0.0008684144704602659
},
{
"p": 0.0714285746216774,
"m": 0.008372169919312
},
{
"p": 0.0714285746216774,
"m": 0.7037196159362793
},
{
"p": 0.0714285746216774,
"m": 0.8416777849197388
},
{
"p": 0.0714285746216774,
"m": 0.9071540236473083
},
{
"p": 0.0714285746216774,
"m": 0.7192041873931885
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 86,
"train_loss": 0.26170557737350464,
"val_loss": 1.243951439857483,
"acc": 68.19,
"time": 94.97008312899925,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0020155832171440125
},
{
"p": 0.0714285746216774,
"m": 0.00281319348141551
},
{
"p": 0.0714285746216774,
"m": 0.415820449590683
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.0033345986157655716
},
{
"p": 0.0714285746216774,
"m": 0.7209117412567139
},
{
"p": 0.0714285746216774,
"m": 0.8860476613044739
},
{
"p": 0.0714285746216774,
"m": 0.9405392408370972
},
{
"p": 0.0714285746216774,
"m": 0.7083592414855957
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 87,
"train_loss": 0.27909666299819946,
"val_loss": 1.3112554550170898,
"acc": 66.76,
"time": 95.16110845299954,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.024519842118024826
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.3398575186729431
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.041246797889471054
},
{
"p": 0.0714285746216774,
"m": 0.7394931316375732
},
{
"p": 0.0714285746216774,
"m": 0.8822416067123413
},
{
"p": 0.0714285746216774,
"m": 0.9139412045478821
},
{
"p": 0.0714285746216774,
"m": 0.7027351260185242
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 88,
"train_loss": 0.395325243473053,
"val_loss": 1.0565299987792969,
"acc": 67.39,
"time": 94.7002042790009,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.02915644645690918
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.28230491280555725
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.07549396902322769
},
{
"p": 0.0714285746216774,
"m": 0.753443717956543
},
{
"p": 0.0714285746216774,
"m": 0.8914511203765869
},
{
"p": 0.0714285746216774,
"m": 0.8983127474784851
},
{
"p": 0.0714285746216774,
"m": 0.7235651016235352
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 89,
"train_loss": 0.31725215911865234,
"val_loss": 0.9948150515556335,
"acc": 67.06,
"time": 94.29019087000052,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.021005740389227867
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.1655532419681549
},
{
"p": 0.0714285746216774,
"m": 0.0018834308721125126
},
{
"p": 0.0714285746216774,
"m": 0.08710495382547379
},
{
"p": 0.0714285746216774,
"m": 0.7318336963653564
},
{
"p": 0.0714285746216774,
"m": 0.8803026676177979
},
{
"p": 0.0714285746216774,
"m": 0.8539164066314697
},
{
"p": 0.0714285746216774,
"m": 0.7482964992523193
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 90,
"train_loss": 0.3503318727016449,
"val_loss": 0.8179144263267517,
"acc": 67.0,
"time": 95.11655760699978,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.02656947821378708
},
{
"p": 0.0714285746216774,
"m": 0.0014999581035226583
},
{
"p": 0.0714285746216774,
"m": 0.07704030722379684
},
{
"p": 0.0714285746216774,
"m": 0.013184701092541218
},
{
"p": 0.0714285746216774,
"m": 0.06042571738362312
},
{
"p": 0.0714285746216774,
"m": 0.7136416435241699
},
{
"p": 0.0714285746216774,
"m": 0.8868376016616821
},
{
"p": 0.0714285746216774,
"m": 0.8521614670753479
},
{
"p": 0.0714285746216774,
"m": 0.7799121141433716
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 91,
"train_loss": 0.4112607538700104,
"val_loss": 1.3314398527145386,
"acc": 67.65,
"time": 95.154878284,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.034700728952884674
},
{
"p": 0.0714285746216774,
"m": 0.0024558184668421745
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.013460592366755009
},
{
"p": 0.0714285746216774,
"m": 0.0749887079000473
},
{
"p": 0.0714285746216774,
"m": 0.7161606550216675
},
{
"p": 0.0714285746216774,
"m": 0.8721969127655029
},
{
"p": 0.0714285746216774,
"m": 0.8440516591072083
},
{
"p": 0.0714285746216774,
"m": 0.8102198243141174
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 92,
"train_loss": 0.40337347984313965,
"val_loss": 1.1509007215499878,
"acc": 66.92,
"time": 95.59817481900063,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.026497311890125275
},
{
"p": 0.0714285746216774,
"m": 0.01790544018149376
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.009522966109216213
},
{
"p": 0.0714285746216774,
"m": 0.08490154147148132
},
{
"p": 0.0714285746216774,
"m": 0.7284165024757385
},
{
"p": 0.0714285746216774,
"m": 0.8254877328872681
},
{
"p": 0.0714285746216774,
"m": 0.7973809242248535
},
{
"p": 0.0714285746216774,
"m": 0.8227903842926025
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 93,
"train_loss": 0.2733685374259949,
"val_loss": 1.1762350797653198,
"acc": 67.42,
"time": 94.04962546499883,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.031955786049366
},
{
"p": 0.0714285746216774,
"m": 0.02610778994858265
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.009348650462925434
},
{
"p": 0.0714285746216774,
"m": 0.06793468445539474
},
{
"p": 0.0714285746216774,
"m": 0.7322990894317627
},
{
"p": 0.0714285746216774,
"m": 0.7967054843902588
},
{
"p": 0.0714285746216774,
"m": 0.7657862901687622
},
{
"p": 0.0714285746216774,
"m": 0.7950363755226135
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 94,
"train_loss": 0.1904861479997635,
"val_loss": 1.092231035232544,
"acc": 67.82,
"time": 94.93660097099928,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.06909063458442688
},
{
"p": 0.0714285746216774,
"m": 0.02720443345606327
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.029679937288165092
},
{
"p": 0.0714285746216774,
"m": 0.06894213706254959
},
{
"p": 0.0714285746216774,
"m": 0.7471166849136353
},
{
"p": 0.0714285746216774,
"m": 0.7673930525779724
},
{
"p": 0.0714285746216774,
"m": 0.7841789126396179
},
{
"p": 0.0714285746216774,
"m": 0.7736122012138367
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 95,
"train_loss": 0.2599220275878906,
"val_loss": 1.218395471572876,
"acc": 66.78,
"time": 94.01563738500045,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.131190687417984
},
{
"p": 0.0714285746216774,
"m": 0.04073241725564003
},
{
"p": 0.0714285746216774,
"m": 0.00709522282704711
},
{
"p": 0.0714285746216774,
"m": 0.05289898067712784
},
{
"p": 0.0714285746216774,
"m": 0.10091102868318558
},
{
"p": 0.0714285746216774,
"m": 0.761725902557373
},
{
"p": 0.0714285746216774,
"m": 0.753050684928894
},
{
"p": 0.0714285746216774,
"m": 0.8094149231910706
},
{
"p": 0.0714285746216774,
"m": 0.7602913975715637
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 96,
"train_loss": 0.21271957457065582,
"val_loss": 1.1701315641403198,
"acc": 67.56,
"time": 96.27600939200056,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.16822786629199982
},
{
"p": 0.0714285746216774,
"m": 0.01514597237110138
},
{
"p": 0.0714285746216774,
"m": 0.01018347404897213
},
{
"p": 0.0714285746216774,
"m": 0.017629222944378853
},
{
"p": 0.0714285746216774,
"m": 0.12381751090288162
},
{
"p": 0.0714285746216774,
"m": 0.7797821164131165
},
{
"p": 0.0714285746216774,
"m": 0.7654162645339966
},
{
"p": 0.0714285746216774,
"m": 0.8522666096687317
},
{
"p": 0.0714285746216774,
"m": 0.7229686379432678
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 97,
"train_loss": 0.2396431267261505,
"val_loss": 1.3349034786224365,
"acc": 66.65,
"time": 96.35836695499893,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.15779142081737518
},
{
"p": 0.0714285746216774,
"m": 0.00047179614193737507
},
{
"p": 0.0714285746216774,
"m": 0.019682638347148895
},
{
"p": 0.0714285746216774,
"m": 0.006901503540575504
},
{
"p": 0.0714285746216774,
"m": 0.14733362197875977
},
{
"p": 0.0714285746216774,
"m": 0.7823589444160461
},
{
"p": 0.0714285746216774,
"m": 0.7808851599693298
},
{
"p": 0.0714285746216774,
"m": 0.8503397107124329
},
{
"p": 0.0714285746216774,
"m": 0.708435595035553
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 98,
"train_loss": 0.2967737019062042,
"val_loss": 1.174314260482788,
"acc": 67.52,
"time": 95.34265079500074,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.13569125533103943
},
{
"p": 0.0714285746216774,
"m": 0.004418698139488697
},
{
"p": 0.0714285746216774,
"m": 0.010125602595508099
},
{
"p": 0.0714285746216774,
"m": 0.0016949254786595702
},
{
"p": 0.0714285746216774,
"m": 0.14279517531394958
},
{
"p": 0.0714285746216774,
"m": 0.7740304470062256
},
{
"p": 0.0714285746216774,
"m": 0.777447521686554
},
{
"p": 0.0714285746216774,
"m": 0.7779103517532349
},
{
"p": 0.0714285746216774,
"m": 0.7129992842674255
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 99,
"train_loss": 0.21719935536384583,
"val_loss": 1.1902803182601929,
"acc": 67.56,
"time": 96.23457129800045,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.07564692944288254
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.00017598351405467838
},
{
"p": 0.0714285746216774,
"m": 0.011331622488796711
},
{
"p": 0.0714285746216774,
"m": 0.1113395169377327
},
{
"p": 0.0714285746216774,
"m": 0.7640174031257629
},
{
"p": 0.0714285746216774,
"m": 0.7721022367477417
},
{
"p": 0.0714285746216774,
"m": 0.7385873198509216
},
{
"p": 0.0714285746216774,
"m": 0.6868675351142883
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 100,
"train_loss": 0.3481217622756958,
"val_loss": 1.2091364860534668,
"acc": 67.11,
"time": 97.06703032199948,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.01150321401655674
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.0023744034115225077
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.07007046788930893
},
{
"p": 0.0714285746216774,
"m": 0.7606328725814819
},
{
"p": 0.0714285746216774,
"m": 0.79615718126297
},
{
"p": 0.0714285746216774,
"m": 0.7216593027114868
},
{
"p": 0.0714285746216774,
"m": 0.6703397035598755
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
}
]
}
Reference in a new issue Copy permalink