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(Mix0.8-14TFx2-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json
Harle, Antoine (Contracteur) 4166922c34 Rangement
2020-02-28 16:46:37 -05:00

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

{
"Accuracy": 73.18,
"Time": [
239.59517873990038,
3.3022750965292067,
36052.35409236606
],
"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": 4.373586654663086,
"val_loss": 2.363839626312256,
"acc": 14.25,
"time": 200.3177249529399,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143031805753708,
"m": 1.0
},
{
"p": 0.0714614987373352,
"m": 1.0
},
{
"p": 0.07134553045034409,
"m": 1.0
},
{
"p": 0.07144731283187866,
"m": 1.0
},
{
"p": 0.0713777020573616,
"m": 1.0
},
{
"p": 0.0714419037103653,
"m": 1.0
},
{
"p": 0.07149604707956314,
"m": 1.0
},
{
"p": 0.07144425064325333,
"m": 1.0
},
{
"p": 0.07170852273702621,
"m": 1.0
},
{
"p": 0.07139477133750916,
"m": 1.0
},
{
"p": 0.0713871568441391,
"m": 1.0
},
{
"p": 0.07135052233934402,
"m": 1.0
},
{
"p": 0.07087986916303635,
"m": 1.0
},
{
"p": 0.07183463126420975,
"m": 1.0
}
]
},
{
"epoch": 2,
"train_loss": 4.629678726196289,
"val_loss": 2.3026719093322754,
"acc": 10.0,
"time": 238.7039686399512,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142841070890427,
"m": 1.0
},
{
"p": 0.07142852246761322,
"m": 1.0
},
{
"p": 0.07142861187458038,
"m": 1.0
},
{
"p": 0.07142879068851471,
"m": 1.0
},
{
"p": 0.07142846286296844,
"m": 1.0
},
{
"p": 0.07142850756645203,
"m": 1.0
},
{
"p": 0.07142871618270874,
"m": 1.0
},
{
"p": 0.07142847031354904,
"m": 1.0
},
{
"p": 0.07142892479896545,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.07142839580774307,
"m": 1.0
},
{
"p": 0.07142862677574158,
"m": 1.0
},
{
"p": 0.0714283436536789,
"m": 1.0
},
{
"p": 0.07142861187458038,
"m": 1.0
}
]
},
{
"epoch": 3,
"train_loss": 4.5984954833984375,
"val_loss": 2.304453134536743,
"acc": 10.0,
"time": 239.05621231300756,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142844796180725,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.07142852991819382,
"m": 1.0
},
{
"p": 0.07142868638038635,
"m": 1.0
},
{
"p": 0.07142847776412964,
"m": 1.0
},
{
"p": 0.07142861932516098,
"m": 1.0
},
{
"p": 0.07142853736877441,
"m": 1.0
},
{
"p": 0.07142863422632217,
"m": 1.0
},
{
"p": 0.07142865657806396,
"m": 1.0
},
{
"p": 0.07142850011587143,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.07142864912748337,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
}
]
},
{
"epoch": 4,
"train_loss": 4.5971832275390625,
"val_loss": 2.3105483055114746,
"acc": 10.0,
"time": 238.45226672803983,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142851501703262,
"m": 1.0
},
{
"p": 0.07142860442399979,
"m": 1.0
},
{
"p": 0.07142860442399979,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.07142865657806396,
"m": 1.0
},
{
"p": 0.07142852991819382,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.07142860442399979,
"m": 1.0
},
{
"p": 0.07142850011587143,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.07142860442399979,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
}
]
},
{
"epoch": 5,
"train_loss": 4.601095676422119,
"val_loss": 2.3057327270507812,
"acc": 10.0,
"time": 240.9202533280477,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.07142852991819382,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.07142855226993561,
"m": 1.0
},
{
"p": 0.07142852991819382,
"m": 1.0
},
{
"p": 0.07142867147922516,
"m": 1.0
},
{
"p": 0.07142852991819382,
"m": 1.0
},
{
"p": 0.07142854481935501,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.07142861187458038,
"m": 1.0
},
{
"p": 0.07142854481935501,
"m": 1.0
}
]
},
{
"epoch": 6,
"train_loss": 4.621325492858887,
"val_loss": 2.3015546798706055,
"acc": 10.0,
"time": 238.49109172075987,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142852991819382,
"m": 1.0
},
{
"p": 0.07142866402864456,
"m": 1.0
},
{
"p": 0.07142845541238785,
"m": 1.0
},
{
"p": 0.07142871618270874,
"m": 1.0
},
{
"p": 0.07142853736877441,
"m": 1.0
},
{
"p": 0.07142874598503113,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.07142861932516098,
"m": 1.0
},
{
"p": 0.07142844051122665,
"m": 1.0
},
{
"p": 0.07142838835716248,
"m": 1.0
},
{
"p": 0.07142849266529083,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.07142870873212814,
"m": 1.0
}
]
},
{
"epoch": 7,
"train_loss": 4.616661071777344,
"val_loss": 2.2987616062164307,
"acc": 10.0,
"time": 239.34064731700346,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142852246761322,
"m": 1.0
},
{
"p": 0.07142845541238785,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.07142855226993561,
"m": 1.0
},
{
"p": 0.07142849266529083,
"m": 1.0
},
{
"p": 0.07142866402864456,
"m": 1.0
},
{
"p": 0.07142863422632217,
"m": 1.0
},
{
"p": 0.07142841815948486,
"m": 1.0
},
{
"p": 0.07142860442399979,
"m": 1.0
},
{
"p": 0.07142877578735352,
"m": 1.0
},
{
"p": 0.07142851501703262,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.07142864912748337,
"m": 1.0
}
]
},
{
"epoch": 8,
"train_loss": 4.396108150482178,
"val_loss": 2.153228521347046,
"acc": 16.97,
"time": 239.6340222461149,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143249362707138,
"m": 1.0
},
{
"p": 0.07142043113708496,
"m": 1.0
},
{
"p": 0.07142680883407593,
"m": 1.0
},
{
"p": 0.0714406818151474,
"m": 1.0
},
{
"p": 0.07143392413854599,
"m": 1.0
},
{
"p": 0.07142489403486252,
"m": 1.0
},
{
"p": 0.07142835855484009,
"m": 1.0
},
{
"p": 0.0714271292090416,
"m": 1.0
},
{
"p": 0.07142361998558044,
"m": 1.0
},
{
"p": 0.07143474370241165,
"m": 1.0
},
{
"p": 0.07142817974090576,
"m": 1.0
},
{
"p": 0.07144614309072495,
"m": 1.0
},
{
"p": 0.07143101096153259,
"m": 1.0
},
{
"p": 0.07140156626701355,
"m": 1.0
}
]
},
{
"epoch": 9,
"train_loss": 4.592959403991699,
"val_loss": 2.3073949813842773,
"acc": 10.0,
"time": 239.27258604066446,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142865657806396,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.07142843306064606,
"m": 1.0
},
{
"p": 0.07142853736877441,
"m": 1.0
},
{
"p": 0.07142864912748337,
"m": 1.0
},
{
"p": 0.07142866402864456,
"m": 1.0
},
{
"p": 0.07142861187458038,
"m": 1.0
},
{
"p": 0.07142847776412964,
"m": 1.0
},
{
"p": 0.07142866402864456,
"m": 1.0
},
{
"p": 0.07142855226993561,
"m": 1.0
},
{
"p": 0.07142841815948486,
"m": 1.0
},
{
"p": 0.07142841815948486,
"m": 1.0
},
{
"p": 0.07142872363328934,
"m": 1.0
},
{
"p": 0.07142867147922516,
"m": 1.0
}
]
},
{
"epoch": 10,
"train_loss": 4.604238510131836,
"val_loss": 2.3103764057159424,
"acc": 10.0,
"time": 239.80448680883273,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142863422632217,
"m": 1.0
},
{
"p": 0.07142868638038635,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.07142847031354904,
"m": 1.0
},
{
"p": 0.07142868638038635,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.07142863422632217,
"m": 1.0
},
{
"p": 0.07142847776412964,
"m": 1.0
},
{
"p": 0.07142851501703262,
"m": 1.0
},
{
"p": 0.07142863422632217,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.07142852991819382,
"m": 1.0
},
{
"p": 0.07142848521471024,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
}
]
},
{
"epoch": 11,
"train_loss": 4.612298011779785,
"val_loss": 2.309917688369751,
"acc": 10.0,
"time": 239.47921529505402,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.07142868638038635,
"m": 1.0
},
{
"p": 0.07142870128154755,
"m": 1.0
},
{
"p": 0.07142849266529083,
"m": 1.0
},
{
"p": 0.07142861932516098,
"m": 1.0
},
{
"p": 0.07142850756645203,
"m": 1.0
},
{
"p": 0.07142850756645203,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.07142862677574158,
"m": 1.0
},
{
"p": 0.07142849266529083,
"m": 1.0
},
{
"p": 0.07142861932516098,
"m": 1.0
},
{
"p": 0.07142847776412964,
"m": 1.0
},
{
"p": 0.07142853736877441,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
}
]
},
{
"epoch": 12,
"train_loss": 4.607171058654785,
"val_loss": 2.3032290935516357,
"acc": 10.0,
"time": 238.40277810394764,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142861932516098,
"m": 1.0
},
{
"p": 0.07142846286296844,
"m": 1.0
},
{
"p": 0.07142853736877441,
"m": 1.0
},
{
"p": 0.07142867892980576,
"m": 1.0
},
{
"p": 0.07142854481935501,
"m": 1.0
},
{
"p": 0.07142863422632217,
"m": 1.0
},
{
"p": 0.07142869383096695,
"m": 1.0
},
{
"p": 0.07142854481935501,
"m": 1.0
},
{
"p": 0.07142864167690277,
"m": 1.0
},
{
"p": 0.07142871618270874,
"m": 1.0
},
{
"p": 0.07142841070890427,
"m": 1.0
},
{
"p": 0.07142863422632217,
"m": 1.0
},
{
"p": 0.07142848521471024,
"m": 1.0
},
{
"p": 0.07142837345600128,
"m": 1.0
}
]
},
{
"epoch": 13,
"train_loss": 4.61570405960083,
"val_loss": 2.3053760528564453,
"acc": 10.01,
"time": 242.3482872499153,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142860442399979,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.07142872363328934,
"m": 1.0
},
{
"p": 0.07142844796180725,
"m": 1.0
},
{
"p": 0.07142847776412964,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.07142869383096695,
"m": 1.0
},
{
"p": 0.07142848521471024,
"m": 1.0
},
{
"p": 0.07142839580774307,
"m": 1.0
},
{
"p": 0.07142861932516098,
"m": 1.0
},
{
"p": 0.07142862677574158,
"m": 1.0
},
{
"p": 0.07142861932516098,
"m": 1.0
},
{
"p": 0.07142850756645203,
"m": 1.0
},
{
"p": 0.07142861932516098,
"m": 1.0
}
]
},
{
"epoch": 14,
"train_loss": 4.402559280395508,
"val_loss": 2.118643283843994,
"acc": 20.35,
"time": 239.8030151790008,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714288055896759,
"m": 1.0
},
{
"p": 0.07142522186040878,
"m": 1.0
},
{
"p": 0.07142273336648941,
"m": 1.0
},
{
"p": 0.07144542783498764,
"m": 1.0
},
{
"p": 0.0714268907904625,
"m": 1.0
},
{
"p": 0.07141697406768799,
"m": 1.0
},
{
"p": 0.07143866270780563,
"m": 1.0
},
{
"p": 0.0714232549071312,
"m": 1.0
},
{
"p": 0.07141461223363876,
"m": 1.0
},
{
"p": 0.07144200056791306,
"m": 1.0
},
{
"p": 0.07143236696720123,
"m": 1.0
},
{
"p": 0.07143883407115936,
"m": 1.0
},
{
"p": 0.07143127918243408,
"m": 1.0
},
{
"p": 0.07141293585300446,
"m": 1.0
}
]
},
{
"epoch": 15,
"train_loss": 4.057012557983398,
"val_loss": 2.0468623638153076,
"acc": 21.17,
"time": 239.9149305569008,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714401975274086,
"m": 1.0
},
{
"p": 0.07143700122833252,
"m": 1.0
},
{
"p": 0.07142527401447296,
"m": 1.0
},
{
"p": 0.07143736630678177,
"m": 1.0
},
{
"p": 0.07144234329462051,
"m": 1.0
},
{
"p": 0.07143282145261765,
"m": 1.0
},
{
"p": 0.07141521573066711,
"m": 1.0
},
{
"p": 0.0714426040649414,
"m": 1.0
},
{
"p": 0.07141444832086563,
"m": 1.0
},
{
"p": 0.07142210006713867,
"m": 1.0
},
{
"p": 0.0714331790804863,
"m": 1.0
},
{
"p": 0.07143965363502502,
"m": 1.0
},
{
"p": 0.07138945162296295,
"m": 1.0
},
{
"p": 0.07142836600542068,
"m": 1.0
}
]
},
{
"epoch": 16,
"train_loss": 4.110800266265869,
"val_loss": 1.9490541219711304,
"acc": 26.92,
"time": 240.48175161192194,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143217325210571,
"m": 1.0
},
{
"p": 0.07142728567123413,
"m": 1.0
},
{
"p": 0.0714358314871788,
"m": 1.0
},
{
"p": 0.07143770158290863,
"m": 1.0
},
{
"p": 0.07143042981624603,
"m": 1.0
},
{
"p": 0.0714201033115387,
"m": 1.0
},
{
"p": 0.0714278370141983,
"m": 1.0
},
{
"p": 0.07143331319093704,
"m": 1.0
},
{
"p": 0.07142755389213562,
"m": 1.0
},
{
"p": 0.07143131643533707,
"m": 1.0
},
{
"p": 0.0714297667145729,
"m": 1.0
},
{
"p": 0.07143400609493256,
"m": 1.0
},
{
"p": 0.07143859565258026,
"m": 1.0
},
{
"p": 0.07139407098293304,
"m": 1.0
}
]
},
{
"epoch": 17,
"train_loss": 4.336661338806152,
"val_loss": 1.926364779472351,
"acc": 24.98,
"time": 239.3796359198168,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144618779420853,
"m": 1.0
},
{
"p": 0.07143574208021164,
"m": 1.0
},
{
"p": 0.07143130898475647,
"m": 1.0
},
{
"p": 0.07143710553646088,
"m": 1.0
},
{
"p": 0.0714234784245491,
"m": 1.0
},
{
"p": 0.071422278881073,
"m": 1.0
},
{
"p": 0.0714377760887146,
"m": 1.0
},
{
"p": 0.07141396403312683,
"m": 1.0
},
{
"p": 0.07141721993684769,
"m": 1.0
},
{
"p": 0.07144083082675934,
"m": 1.0
},
{
"p": 0.07143271714448929,
"m": 1.0
},
{
"p": 0.07143236696720123,
"m": 1.0
},
{
"p": 0.07142635434865952,
"m": 1.0
},
{
"p": 0.07140262424945831,
"m": 1.0
}
]
},
{
"epoch": 18,
"train_loss": 4.137786865234375,
"val_loss": 1.8748764991760254,
"acc": 31.54,
"time": 239.44864703388885,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144857943058014,
"m": 1.0
},
{
"p": 0.0713951513171196,
"m": 1.0
},
{
"p": 0.07144055515527725,
"m": 1.0
},
{
"p": 0.07144203782081604,
"m": 1.0
},
{
"p": 0.0714249312877655,
"m": 1.0
},
{
"p": 0.07143285870552063,
"m": 1.0
},
{
"p": 0.0714382454752922,
"m": 1.0
},
{
"p": 0.07145313918590546,
"m": 1.0
},
{
"p": 0.07139331102371216,
"m": 1.0
},
{
"p": 0.07142157107591629,
"m": 1.0
},
{
"p": 0.07143794000148773,
"m": 1.0
},
{
"p": 0.07144740223884583,
"m": 1.0
},
{
"p": 0.0714152529835701,
"m": 1.0
},
{
"p": 0.07140899449586868,
"m": 1.0
}
]
},
{
"epoch": 19,
"train_loss": 3.815817356109619,
"val_loss": 1.8656624555587769,
"acc": 29.78,
"time": 239.92308236006647,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142569124698639,
"m": 1.0
},
{
"p": 0.07139715552330017,
"m": 1.0
},
{
"p": 0.0714726597070694,
"m": 1.0
},
{
"p": 0.07137438654899597,
"m": 1.0
},
{
"p": 0.07142190635204315,
"m": 1.0
},
{
"p": 0.07143731415271759,
"m": 1.0
},
{
"p": 0.07143799215555191,
"m": 1.0
},
{
"p": 0.07143793255090714,
"m": 1.0
},
{
"p": 0.07142738997936249,
"m": 1.0
},
{
"p": 0.07143746316432953,
"m": 1.0
},
{
"p": 0.07142534106969833,
"m": 1.0
},
{
"p": 0.07148254662752151,
"m": 1.0
},
{
"p": 0.07141664624214172,
"m": 1.0
},
{
"p": 0.07140551507472992,
"m": 1.0
}
]
},
{
"epoch": 20,
"train_loss": 3.663280725479126,
"val_loss": 1.854508876800537,
"acc": 30.42,
"time": 240.2641103481874,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142631709575653,
"m": 1.0
},
{
"p": 0.07143189013004303,
"m": 1.0
},
{
"p": 0.07143403589725494,
"m": 1.0
},
{
"p": 0.07141400128602982,
"m": 1.0
},
{
"p": 0.07143101096153259,
"m": 1.0
},
{
"p": 0.07144048064947128,
"m": 1.0
},
{
"p": 0.07143215835094452,
"m": 1.0
},
{
"p": 0.07145025581121445,
"m": 1.0
},
{
"p": 0.07144921272993088,
"m": 1.0
},
{
"p": 0.07144051790237427,
"m": 1.0
},
{
"p": 0.07140308618545532,
"m": 1.0
},
{
"p": 0.07142753154039383,
"m": 1.0
},
{
"p": 0.07142191380262375,
"m": 1.0
},
{
"p": 0.07139763236045837,
"m": 1.0
}
]
},
{
"epoch": 21,
"train_loss": 3.85862398147583,
"val_loss": 1.7294130325317383,
"acc": 36.66,
"time": 239.54431561380625,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714225322008133,
"m": 1.0
},
{
"p": 0.07140809297561646,
"m": 1.0
},
{
"p": 0.07140997797250748,
"m": 1.0
},
{
"p": 0.0714292898774147,
"m": 1.0
},
{
"p": 0.07141102850437164,
"m": 1.0
},
{
"p": 0.07141897082328796,
"m": 1.0
},
{
"p": 0.07144191861152649,
"m": 1.0
},
{
"p": 0.07143114507198334,
"m": 1.0
},
{
"p": 0.07141935080289841,
"m": 1.0
},
{
"p": 0.07146970182657242,
"m": 1.0
},
{
"p": 0.07144605368375778,
"m": 1.0
},
{
"p": 0.07142254710197449,
"m": 1.0
},
{
"p": 0.07144203037023544,
"m": 1.0
},
{
"p": 0.07142733037471771,
"m": 1.0
}
]
},
{
"epoch": 22,
"train_loss": 3.6374826431274414,
"val_loss": 1.7754697799682617,
"acc": 33.02,
"time": 239.56085743382573,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07140170782804489,
"m": 1.0
},
{
"p": 0.07140946388244629,
"m": 1.0
},
{
"p": 0.07146496325731277,
"m": 1.0
},
{
"p": 0.07137767970561981,
"m": 1.0
},
{
"p": 0.07143901288509369,
"m": 1.0
},
{
"p": 0.07144560664892197,
"m": 1.0
},
{
"p": 0.07144306600093842,
"m": 1.0
},
{
"p": 0.07145611941814423,
"m": 1.0
},
{
"p": 0.07142198085784912,
"m": 1.0
},
{
"p": 0.0714075043797493,
"m": 1.0
},
{
"p": 0.0714779868721962,
"m": 1.0
},
{
"p": 0.07143888622522354,
"m": 1.0
},
{
"p": 0.07146178185939789,
"m": 1.0
},
{
"p": 0.07135423272848129,
"m": 1.0
}
]
},
{
"epoch": 23,
"train_loss": 3.565549850463867,
"val_loss": 1.5781559944152832,
"acc": 40.51,
"time": 239.5948354229331,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142864912748337,
"m": 1.0
},
{
"p": 0.07141004502773285,
"m": 1.0
},
{
"p": 0.0714336410164833,
"m": 1.0
},
{
"p": 0.07145950943231583,
"m": 1.0
},
{
"p": 0.07142776995897293,
"m": 1.0
},
{
"p": 0.0714346170425415,
"m": 1.0
},
{
"p": 0.07142497599124908,
"m": 1.0
},
{
"p": 0.07142601162195206,
"m": 1.0
},
{
"p": 0.07144805043935776,
"m": 1.0
},
{
"p": 0.07142706215381622,
"m": 1.0
},
{
"p": 0.07143574208021164,
"m": 1.0
},
{
"p": 0.07141538709402084,
"m": 1.0
},
{
"p": 0.07144276052713394,
"m": 1.0
},
{
"p": 0.07138574868440628,
"m": 1.0
}
]
},
{
"epoch": 24,
"train_loss": 3.4745571613311768,
"val_loss": 1.5846360921859741,
"acc": 40.28,
"time": 240.9201201000251,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142633199691772,
"m": 1.0
},
{
"p": 0.07138579338788986,
"m": 1.0
},
{
"p": 0.07144665718078613,
"m": 1.0
},
{
"p": 0.0714675709605217,
"m": 1.0
},
{
"p": 0.07141830027103424,
"m": 1.0
},
{
"p": 0.07142506539821625,
"m": 1.0
},
{
"p": 0.07145799696445465,
"m": 1.0
},
{
"p": 0.07144540548324585,
"m": 1.0
},
{
"p": 0.07145725935697556,
"m": 1.0
},
{
"p": 0.07145541161298752,
"m": 1.0
},
{
"p": 0.07142174243927002,
"m": 1.0
},
{
"p": 0.07141557335853577,
"m": 1.0
},
{
"p": 0.0714121013879776,
"m": 1.0
},
{
"p": 0.07136478275060654,
"m": 1.0
}
]
},
{
"epoch": 25,
"train_loss": 3.4276657104492188,
"val_loss": 1.6291619539260864,
"acc": 42.18,
"time": 239.44433215586469,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143188267946243,
"m": 1.0
},
{
"p": 0.07140395790338516,
"m": 1.0
},
{
"p": 0.07143403589725494,
"m": 1.0
},
{
"p": 0.07142336666584015,
"m": 1.0
},
{
"p": 0.07140149176120758,
"m": 1.0
},
{
"p": 0.07139036059379578,
"m": 1.0
},
{
"p": 0.07144220173358917,
"m": 1.0
},
{
"p": 0.07144289463758469,
"m": 1.0
},
{
"p": 0.07144637405872345,
"m": 1.0
},
{
"p": 0.07142509520053864,
"m": 1.0
},
{
"p": 0.07145048677921295,
"m": 1.0
},
{
"p": 0.0714476928114891,
"m": 1.0
},
{
"p": 0.07147303223609924,
"m": 1.0
},
{
"p": 0.07138712704181671,
"m": 1.0
}
]
},
{
"epoch": 26,
"train_loss": 3.2933919429779053,
"val_loss": 1.5234167575836182,
"acc": 44.69,
"time": 240.55893252417445,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144660502672195,
"m": 1.0
},
{
"p": 0.0714014545083046,
"m": 1.0
},
{
"p": 0.07144322246313095,
"m": 1.0
},
{
"p": 0.0714239701628685,
"m": 1.0
},
{
"p": 0.07140224426984787,
"m": 1.0
},
{
"p": 0.07141543924808502,
"m": 1.0
},
{
"p": 0.07144588232040405,
"m": 1.0
},
{
"p": 0.07144525647163391,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.07140257209539413,
"m": 1.0
},
{
"p": 0.07146631926298141,
"m": 1.0
},
{
"p": 0.0714283138513565,
"m": 1.0
},
{
"p": 0.07143159210681915,
"m": 1.0
},
{
"p": 0.07141853123903275,
"m": 1.0
}
]
},
{
"epoch": 27,
"train_loss": 3.197901725769043,
"val_loss": 1.6155158281326294,
"acc": 44.48,
"time": 239.53567106323317,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142749428749084,
"m": 1.0
},
{
"p": 0.07139304280281067,
"m": 1.0
},
{
"p": 0.0714523196220398,
"m": 1.0
},
{
"p": 0.07144147157669067,
"m": 1.0
},
{
"p": 0.07142593711614609,
"m": 1.0
},
{
"p": 0.07141713798046112,
"m": 1.0
},
{
"p": 0.07142795622348785,
"m": 1.0
},
{
"p": 0.07144571840763092,
"m": 1.0
},
{
"p": 0.07143526524305344,
"m": 1.0
},
{
"p": 0.07143471390008926,
"m": 1.0
},
{
"p": 0.07141600549221039,
"m": 1.0
},
{
"p": 0.0714404433965683,
"m": 1.0
},
{
"p": 0.07142581045627594,
"m": 1.0
},
{
"p": 0.07141663879156113,
"m": 1.0
}
]
},
{
"epoch": 28,
"train_loss": 3.255098819732666,
"val_loss": 1.471505045890808,
"acc": 46.75,
"time": 239.16387647716329,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144718617200851,
"m": 1.0
},
{
"p": 0.07142084836959839,
"m": 1.0
},
{
"p": 0.07143411040306091,
"m": 1.0
},
{
"p": 0.07141068577766418,
"m": 1.0
},
{
"p": 0.07144709676504135,
"m": 1.0
},
{
"p": 0.07142111659049988,
"m": 1.0
},
{
"p": 0.07145048677921295,
"m": 1.0
},
{
"p": 0.07142860442399979,
"m": 1.0
},
{
"p": 0.07138603180646896,
"m": 1.0
},
{
"p": 0.07141860574483871,
"m": 1.0
},
{
"p": 0.07146341353654861,
"m": 1.0
},
{
"p": 0.07143183797597885,
"m": 1.0
},
{
"p": 0.07143311947584152,
"m": 1.0
},
{
"p": 0.07140681147575378,
"m": 1.0
}
]
},
{
"epoch": 29,
"train_loss": 3.01397705078125,
"val_loss": 1.4941585063934326,
"acc": 45.83,
"time": 238.71399691607803,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07145141810178757,
"m": 1.0
},
{
"p": 0.0713929682970047,
"m": 1.0
},
{
"p": 0.07145052403211594,
"m": 1.0
},
{
"p": 0.0714275985956192,
"m": 1.0
},
{
"p": 0.07139664143323898,
"m": 1.0
},
{
"p": 0.07143916934728622,
"m": 1.0
},
{
"p": 0.07143886387348175,
"m": 1.0
},
{
"p": 0.07140491902828217,
"m": 1.0
},
{
"p": 0.07146158814430237,
"m": 1.0
},
{
"p": 0.07141901552677155,
"m": 1.0
},
{
"p": 0.07142257690429688,
"m": 1.0
},
{
"p": 0.07146777957677841,
"m": 1.0
},
{
"p": 0.071424201130867,
"m": 1.0
},
{
"p": 0.07140276581048965,
"m": 1.0
}
]
},
{
"epoch": 30,
"train_loss": 3.282062292098999,
"val_loss": 1.4534189701080322,
"acc": 48.7,
"time": 240.77447678521276,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144025713205338,
"m": 1.0
},
{
"p": 0.07139991223812103,
"m": 1.0
},
{
"p": 0.07143141329288483,
"m": 1.0
},
{
"p": 0.07141481339931488,
"m": 1.0
},
{
"p": 0.0714242085814476,
"m": 1.0
},
{
"p": 0.07142588496208191,
"m": 1.0
},
{
"p": 0.07146255671977997,
"m": 1.0
},
{
"p": 0.0714401826262474,
"m": 1.0
},
{
"p": 0.07144755125045776,
"m": 1.0
},
{
"p": 0.0714302659034729,
"m": 1.0
},
{
"p": 0.07146205008029938,
"m": 1.0
},
{
"p": 0.07144080102443695,
"m": 1.0
},
{
"p": 0.07140250504016876,
"m": 1.0
},
{
"p": 0.07137761265039444,
"m": 1.0
}
]
},
{
"epoch": 31,
"train_loss": 3.274492025375366,
"val_loss": 1.4984146356582642,
"acc": 48.17,
"time": 239.5255841272883,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144738733768463,
"m": 1.0
},
{
"p": 0.0714430883526802,
"m": 1.0
},
{
"p": 0.07144313305616379,
"m": 1.0
},
{
"p": 0.07140699774026871,
"m": 1.0
},
{
"p": 0.07141480594873428,
"m": 1.0
},
{
"p": 0.07141941785812378,
"m": 1.0
},
{
"p": 0.07144051045179367,
"m": 1.0
},
{
"p": 0.07140720635652542,
"m": 1.0
},
{
"p": 0.07141108065843582,
"m": 1.0
},
{
"p": 0.07147152721881866,
"m": 1.0
},
{
"p": 0.07146323472261429,
"m": 1.0
},
{
"p": 0.0714363381266594,
"m": 1.0
},
{
"p": 0.07142841070890427,
"m": 1.0
},
{
"p": 0.07136686146259308,
"m": 1.0
}
]
},
{
"epoch": 32,
"train_loss": 2.847724676132202,
"val_loss": 1.4853359460830688,
"acc": 47.69,
"time": 239.73804042534903,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07139698415994644,
"m": 1.0
},
{
"p": 0.07136709988117218,
"m": 1.0
},
{
"p": 0.07147955894470215,
"m": 1.0
},
{
"p": 0.0714082270860672,
"m": 1.0
},
{
"p": 0.0714414119720459,
"m": 1.0
},
{
"p": 0.07141764461994171,
"m": 1.0
},
{
"p": 0.07144768536090851,
"m": 1.0
},
{
"p": 0.07142312079668045,
"m": 1.0
},
{
"p": 0.07145453989505768,
"m": 1.0
},
{
"p": 0.07138454169034958,
"m": 1.0
},
{
"p": 0.07143300771713257,
"m": 1.0
},
{
"p": 0.0714351162314415,
"m": 1.0
},
{
"p": 0.0714586153626442,
"m": 1.0
},
{
"p": 0.07145243138074875,
"m": 1.0
}
]
},
{
"epoch": 33,
"train_loss": 2.7181718349456787,
"val_loss": 1.3753770589828491,
"acc": 50.1,
"time": 240.1826628628187,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143288850784302,
"m": 1.0
},
{
"p": 0.0713939517736435,
"m": 1.0
},
{
"p": 0.07145300507545471,
"m": 1.0
},
{
"p": 0.0714518204331398,
"m": 1.0
},
{
"p": 0.0714428573846817,
"m": 1.0
},
{
"p": 0.07140232622623444,
"m": 1.0
},
{
"p": 0.07145567983388901,
"m": 1.0
},
{
"p": 0.07141926139593124,
"m": 1.0
},
{
"p": 0.0714617520570755,
"m": 1.0
},
{
"p": 0.07141231745481491,
"m": 1.0
},
{
"p": 0.07142847776412964,
"m": 1.0
},
{
"p": 0.07143159955739975,
"m": 1.0
},
{
"p": 0.07145154476165771,
"m": 1.0
},
{
"p": 0.07136254757642746,
"m": 1.0
}
]
},
{
"epoch": 34,
"train_loss": 3.219773292541504,
"val_loss": 1.3183789253234863,
"acc": 50.91,
"time": 238.79069651197642,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144802063703537,
"m": 1.0
},
{
"p": 0.07140878587961197,
"m": 1.0
},
{
"p": 0.07145494967699051,
"m": 1.0
},
{
"p": 0.071454718708992,
"m": 1.0
},
{
"p": 0.07145277410745621,
"m": 1.0
},
{
"p": 0.07138479501008987,
"m": 1.0
},
{
"p": 0.07145718485116959,
"m": 1.0
},
{
"p": 0.07142583280801773,
"m": 1.0
},
{
"p": 0.07142213732004166,
"m": 1.0
},
{
"p": 0.07142888009548187,
"m": 1.0
},
{
"p": 0.07143408805131912,
"m": 1.0
},
{
"p": 0.07142911106348038,
"m": 1.0
},
{
"p": 0.0714293122291565,
"m": 1.0
},
{
"p": 0.07136936485767365,
"m": 1.0
}
]
},
{
"epoch": 35,
"train_loss": 3.0659055709838867,
"val_loss": 1.364074945449829,
"acc": 50.53,
"time": 239.66681645158678,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142533361911774,
"m": 1.0
},
{
"p": 0.07137753814458847,
"m": 1.0
},
{
"p": 0.07144531607627869,
"m": 1.0
},
{
"p": 0.07143518328666687,
"m": 1.0
},
{
"p": 0.07140478491783142,
"m": 1.0
},
{
"p": 0.07143508642911911,
"m": 1.0
},
{
"p": 0.0714382603764534,
"m": 1.0
},
{
"p": 0.07142733782529831,
"m": 1.0
},
{
"p": 0.07148618996143341,
"m": 1.0
},
{
"p": 0.07139688730239868,
"m": 1.0
},
{
"p": 0.07142317295074463,
"m": 1.0
},
{
"p": 0.07145781815052032,
"m": 1.0
},
{
"p": 0.07144417613744736,
"m": 1.0
},
{
"p": 0.0714028924703598,
"m": 1.0
}
]
},
{
"epoch": 36,
"train_loss": 3.080587863922119,
"val_loss": 1.3333320617675781,
"acc": 51.08,
"time": 238.5879800543189,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143052667379379,
"m": 1.0
},
{
"p": 0.07137584686279297,
"m": 1.0
},
{
"p": 0.07143012434244156,
"m": 1.0
},
{
"p": 0.07143349945545197,
"m": 1.0
},
{
"p": 0.07136865705251694,
"m": 1.0
},
{
"p": 0.07144933193922043,
"m": 1.0
},
{
"p": 0.07148446887731552,
"m": 1.0
},
{
"p": 0.07139763981103897,
"m": 1.0
},
{
"p": 0.0714368149638176,
"m": 1.0
},
{
"p": 0.07146301865577698,
"m": 1.0
},
{
"p": 0.07147636264562607,
"m": 1.0
},
{
"p": 0.07143410295248032,
"m": 1.0
},
{
"p": 0.07141759246587753,
"m": 1.0
},
{
"p": 0.07140202820301056,
"m": 1.0
}
]
},
{
"epoch": 37,
"train_loss": 2.847785472869873,
"val_loss": 1.2693766355514526,
"acc": 53.54,
"time": 239.82251331815496,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07141390442848206,
"m": 1.0
},
{
"p": 0.0714300125837326,
"m": 1.0
},
{
"p": 0.07143072038888931,
"m": 1.0
},
{
"p": 0.0714394673705101,
"m": 1.0
},
{
"p": 0.0713920146226883,
"m": 1.0
},
{
"p": 0.07142886519432068,
"m": 1.0
},
{
"p": 0.07146389782428741,
"m": 1.0
},
{
"p": 0.0714462399482727,
"m": 1.0
},
{
"p": 0.07140644639730453,
"m": 1.0
},
{
"p": 0.07142425328493118,
"m": 1.0
},
{
"p": 0.07144320756196976,
"m": 1.0
},
{
"p": 0.07146299630403519,
"m": 1.0
},
{
"p": 0.07144534587860107,
"m": 1.0
},
{
"p": 0.0713726058602333,
"m": 1.0
}
]
},
{
"epoch": 38,
"train_loss": 2.789863109588623,
"val_loss": 1.438779354095459,
"acc": 49.22,
"time": 240.9229648890905,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07145100086927414,
"m": 1.0
},
{
"p": 0.0713786706328392,
"m": 1.0
},
{
"p": 0.07148425281047821,
"m": 1.0
},
{
"p": 0.0713948979973793,
"m": 1.0
},
{
"p": 0.0713953748345375,
"m": 1.0
},
{
"p": 0.07140224426984787,
"m": 1.0
},
{
"p": 0.07148828357458115,
"m": 1.0
},
{
"p": 0.07144183665513992,
"m": 1.0
},
{
"p": 0.07142628729343414,
"m": 1.0
},
{
"p": 0.07143218070268631,
"m": 1.0
},
{
"p": 0.07146888226270676,
"m": 1.0
},
{
"p": 0.07144518196582794,
"m": 1.0
},
{
"p": 0.07146401703357697,
"m": 1.0
},
{
"p": 0.07132693380117416,
"m": 1.0
}
]
},
{
"epoch": 39,
"train_loss": 3.149962902069092,
"val_loss": 1.221501350402832,
"acc": 54.71,
"time": 240.44886056007817,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142230868339539,
"m": 1.0
},
{
"p": 0.0714007243514061,
"m": 1.0
},
{
"p": 0.07144512981176376,
"m": 1.0
},
{
"p": 0.07146602123975754,
"m": 1.0
},
{
"p": 0.07141023874282837,
"m": 1.0
},
{
"p": 0.07140246778726578,
"m": 1.0
},
{
"p": 0.07144826650619507,
"m": 1.0
},
{
"p": 0.07141298800706863,
"m": 1.0
},
{
"p": 0.07144349813461304,
"m": 1.0
},
{
"p": 0.07145287096500397,
"m": 1.0
},
{
"p": 0.07144021987915039,
"m": 1.0
},
{
"p": 0.07143821567296982,
"m": 1.0
},
{
"p": 0.07143650949001312,
"m": 1.0
},
{
"p": 0.07138054072856903,
"m": 1.0
}
]
},
{
"epoch": 40,
"train_loss": 3.2023630142211914,
"val_loss": 1.2482796907424927,
"acc": 54.34,
"time": 239.56621144386008,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143930345773697,
"m": 1.0
},
{
"p": 0.07137563824653625,
"m": 1.0
},
{
"p": 0.0714668482542038,
"m": 1.0
},
{
"p": 0.07145591080188751,
"m": 1.0
},
{
"p": 0.07141163945198059,
"m": 1.0
},
{
"p": 0.07136623561382294,
"m": 1.0
},
{
"p": 0.07138927280902863,
"m": 1.0
},
{
"p": 0.07143626362085342,
"m": 1.0
},
{
"p": 0.07141371071338654,
"m": 1.0
},
{
"p": 0.07141859829425812,
"m": 1.0
},
{
"p": 0.07147234678268433,
"m": 1.0
},
{
"p": 0.07145033776760101,
"m": 1.0
},
{
"p": 0.07141850143671036,
"m": 1.0
},
{
"p": 0.07148540019989014,
"m": 1.0
}
]
},
{
"epoch": 41,
"train_loss": 3.355930805206299,
"val_loss": 1.262328028678894,
"acc": 55.49,
"time": 238.73028648504987,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714237242937088,
"m": 1.0
},
{
"p": 0.07144953310489655,
"m": 1.0
},
{
"p": 0.07141022384166718,
"m": 1.0
},
{
"p": 0.07146672159433365,
"m": 1.0
},
{
"p": 0.07137060910463333,
"m": 1.0
},
{
"p": 0.07142671197652817,
"m": 1.0
},
{
"p": 0.07145623117685318,
"m": 1.0
},
{
"p": 0.07140239328145981,
"m": 1.0
},
{
"p": 0.07146181166172028,
"m": 1.0
},
{
"p": 0.0714447870850563,
"m": 1.0
},
{
"p": 0.07143386453390121,
"m": 1.0
},
{
"p": 0.07150177657604218,
"m": 1.0
},
{
"p": 0.07148962467908859,
"m": 1.0
},
{
"p": 0.07126201689243317,
"m": 1.0
}
]
},
{
"epoch": 42,
"train_loss": 2.851886749267578,
"val_loss": 1.3734424114227295,
"acc": 52.38,
"time": 239.88016918115318,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143419981002808,
"m": 1.0
},
{
"p": 0.07140174508094788,
"m": 1.0
},
{
"p": 0.07146535813808441,
"m": 1.0
},
{
"p": 0.07138043642044067,
"m": 1.0
},
{
"p": 0.07144760340452194,
"m": 1.0
},
{
"p": 0.07138986885547638,
"m": 1.0
},
{
"p": 0.07145348191261292,
"m": 1.0
},
{
"p": 0.07140939682722092,
"m": 1.0
},
{
"p": 0.07158347219228745,
"m": 1.0
},
{
"p": 0.07140585780143738,
"m": 1.0
},
{
"p": 0.07144974172115326,
"m": 1.0
},
{
"p": 0.071414053440094,
"m": 1.0
},
{
"p": 0.07145220786333084,
"m": 1.0
},
{
"p": 0.07131259143352509,
"m": 1.0
}
]
},
{
"epoch": 43,
"train_loss": 2.9401345252990723,
"val_loss": 1.188831090927124,
"acc": 55.91,
"time": 239.77189166098833,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07141011208295822,
"m": 1.0
},
{
"p": 0.07141090929508209,
"m": 1.0
},
{
"p": 0.07141520082950592,
"m": 1.0
},
{
"p": 0.07143986225128174,
"m": 1.0
},
{
"p": 0.07137924432754517,
"m": 1.0
},
{
"p": 0.07138912379741669,
"m": 1.0
},
{
"p": 0.07144147157669067,
"m": 1.0
},
{
"p": 0.07145804911851883,
"m": 1.0
},
{
"p": 0.07144169509410858,
"m": 1.0
},
{
"p": 0.07142997533082962,
"m": 1.0
},
{
"p": 0.07143083959817886,
"m": 1.0
},
{
"p": 0.0714421346783638,
"m": 1.0
},
{
"p": 0.071457140147686,
"m": 1.0
},
{
"p": 0.0714542418718338,
"m": 1.0
}
]
},
{
"epoch": 44,
"train_loss": 2.6490471363067627,
"val_loss": 1.259467363357544,
"acc": 56.85,
"time": 238.84109260840341,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07140194624662399,
"m": 1.0
},
{
"p": 0.07140213251113892,
"m": 1.0
},
{
"p": 0.07147012650966644,
"m": 1.0
},
{
"p": 0.07146784663200378,
"m": 1.0
},
{
"p": 0.0713769868016243,
"m": 1.0
},
{
"p": 0.07136539369821548,
"m": 1.0
},
{
"p": 0.07145693153142929,
"m": 1.0
},
{
"p": 0.07145100831985474,
"m": 1.0
},
{
"p": 0.07147982716560364,
"m": 1.0
},
{
"p": 0.07144874334335327,
"m": 1.0
},
{
"p": 0.07144545763731003,
"m": 1.0
},
{
"p": 0.07139542698860168,
"m": 1.0
},
{
"p": 0.07148350030183792,
"m": 1.0
},
{
"p": 0.07135464996099472,
"m": 1.0
}
]
},
{
"epoch": 45,
"train_loss": 2.358009099960327,
"val_loss": 1.090357780456543,
"acc": 59.25,
"time": 240.55442987801507,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144112139940262,
"m": 1.0
},
{
"p": 0.07138979434967041,
"m": 1.0
},
{
"p": 0.07143844664096832,
"m": 1.0
},
{
"p": 0.07144138216972351,
"m": 1.0
},
{
"p": 0.07138526439666748,
"m": 1.0
},
{
"p": 0.07140206545591354,
"m": 1.0
},
{
"p": 0.0714883878827095,
"m": 1.0
},
{
"p": 0.07142061740159988,
"m": 1.0
},
{
"p": 0.07142642885446548,
"m": 1.0
},
{
"p": 0.07143663614988327,
"m": 1.0
},
{
"p": 0.07141321152448654,
"m": 1.0
},
{
"p": 0.07144518196582794,
"m": 1.0
},
{
"p": 0.07146866619586945,
"m": 1.0
},
{
"p": 0.07140283286571503,
"m": 1.0
}
]
},
{
"epoch": 46,
"train_loss": 2.897376537322998,
"val_loss": 1.1511260271072388,
"acc": 59.79,
"time": 240.37129019293934,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07141992449760437,
"m": 1.0
},
{
"p": 0.07136458903551102,
"m": 1.0
},
{
"p": 0.0714866891503334,
"m": 1.0
},
{
"p": 0.07144501805305481,
"m": 1.0
},
{
"p": 0.07141420245170593,
"m": 1.0
},
{
"p": 0.07138048857450485,
"m": 1.0
},
{
"p": 0.07143641263246536,
"m": 1.0
},
{
"p": 0.07142739742994308,
"m": 1.0
},
{
"p": 0.07146775722503662,
"m": 1.0
},
{
"p": 0.07147678732872009,
"m": 1.0
},
{
"p": 0.0714365690946579,
"m": 1.0
},
{
"p": 0.07149814069271088,
"m": 1.0
},
{
"p": 0.0714457705616951,
"m": 1.0
},
{
"p": 0.07130025327205658,
"m": 1.0
}
]
},
{
"epoch": 47,
"train_loss": 2.6309690475463867,
"val_loss": 1.0915151834487915,
"acc": 60.82,
"time": 239.25880651082844,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07146689295768738,
"m": 1.0
},
{
"p": 0.07138222455978394,
"m": 1.0
},
{
"p": 0.07140636444091797,
"m": 1.0
},
{
"p": 0.0714600533246994,
"m": 1.0
},
{
"p": 0.07137774676084518,
"m": 1.0
},
{
"p": 0.07140807062387466,
"m": 1.0
},
{
"p": 0.07146358489990234,
"m": 1.0
},
{
"p": 0.07142480462789536,
"m": 1.0
},
{
"p": 0.0714465007185936,
"m": 1.0
},
{
"p": 0.07145771384239197,
"m": 1.0
},
{
"p": 0.07141368836164474,
"m": 1.0
},
{
"p": 0.07146508991718292,
"m": 1.0
},
{
"p": 0.0714123547077179,
"m": 1.0
},
{
"p": 0.07141494005918503,
"m": 1.0
}
]
},
{
"epoch": 48,
"train_loss": 2.5937914848327637,
"val_loss": 1.0829801559448242,
"acc": 60.35,
"time": 240.83034618198872,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07145964354276657,
"m": 1.0
},
{
"p": 0.07140817493200302,
"m": 1.0
},
{
"p": 0.07147368043661118,
"m": 1.0
},
{
"p": 0.07139182835817337,
"m": 1.0
},
{
"p": 0.0713774561882019,
"m": 1.0
},
{
"p": 0.07138249278068542,
"m": 1.0
},
{
"p": 0.07147069275379181,
"m": 1.0
},
{
"p": 0.07138562202453613,
"m": 1.0
},
{
"p": 0.07150125503540039,
"m": 1.0
},
{
"p": 0.07143852114677429,
"m": 1.0
},
{
"p": 0.07142875343561172,
"m": 1.0
},
{
"p": 0.07142122834920883,
"m": 1.0
},
{
"p": 0.07145868241786957,
"m": 1.0
},
{
"p": 0.07140195369720459,
"m": 1.0
}
]
},
{
"epoch": 49,
"train_loss": 2.807985305786133,
"val_loss": 1.065750241279602,
"acc": 59.41,
"time": 240.57017922401428,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142548263072968,
"m": 1.0
},
{
"p": 0.07135146111249924,
"m": 1.0
},
{
"p": 0.07144992053508759,
"m": 1.0
},
{
"p": 0.07142757624387741,
"m": 1.0
},
{
"p": 0.07139667123556137,
"m": 1.0
},
{
"p": 0.07137031853199005,
"m": 1.0
},
{
"p": 0.07141179591417313,
"m": 1.0
},
{
"p": 0.07146652787923813,
"m": 1.0
},
{
"p": 0.07145343720912933,
"m": 1.0
},
{
"p": 0.07150585204362869,
"m": 1.0
},
{
"p": 0.0714312344789505,
"m": 1.0
},
{
"p": 0.0714590921998024,
"m": 1.0
},
{
"p": 0.07146946340799332,
"m": 1.0
},
{
"p": 0.07138118147850037,
"m": 1.0
}
]
},
{
"epoch": 50,
"train_loss": 2.3131537437438965,
"val_loss": 1.0581785440444946,
"acc": 60.82,
"time": 240.00481854658574,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144568860530853,
"m": 1.0
},
{
"p": 0.07141249626874924,
"m": 1.0
},
{
"p": 0.0714486613869667,
"m": 1.0
},
{
"p": 0.07141925394535065,
"m": 1.0
},
{
"p": 0.07141143828630447,
"m": 1.0
},
{
"p": 0.07142867892980576,
"m": 1.0
},
{
"p": 0.07146986573934555,
"m": 1.0
},
{
"p": 0.07141570746898651,
"m": 1.0
},
{
"p": 0.07136125862598419,
"m": 1.0
},
{
"p": 0.07147625833749771,
"m": 1.0
},
{
"p": 0.07143939286470413,
"m": 1.0
},
{
"p": 0.07142189890146255,
"m": 1.0
},
{
"p": 0.07148296386003494,
"m": 1.0
},
{
"p": 0.07136645913124084,
"m": 1.0
}
]
},
{
"epoch": 51,
"train_loss": 2.194476842880249,
"val_loss": 1.1086431741714478,
"acc": 61.0,
"time": 240.15705442614853,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144255191087723,
"m": 1.0
},
{
"p": 0.07140367478132248,
"m": 1.0
},
{
"p": 0.07138568162918091,
"m": 1.0
},
{
"p": 0.07142042368650436,
"m": 1.0
},
{
"p": 0.0714319497346878,
"m": 1.0
},
{
"p": 0.0713515356183052,
"m": 1.0
},
{
"p": 0.07137124240398407,
"m": 1.0
},
{
"p": 0.07141107320785522,
"m": 1.0
},
{
"p": 0.07148024439811707,
"m": 1.0
},
{
"p": 0.07143604755401611,
"m": 1.0
},
{
"p": 0.07140964269638062,
"m": 1.0
},
{
"p": 0.07151156663894653,
"m": 1.0
},
{
"p": 0.07146351784467697,
"m": 1.0
},
{
"p": 0.07148084789514542,
"m": 1.0
}
]
},
{
"epoch": 52,
"train_loss": 2.7541708946228027,
"val_loss": 1.0540475845336914,
"acc": 58.44,
"time": 240.08248694008216,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07135383784770966,
"m": 1.0
},
{
"p": 0.07134406268596649,
"m": 1.0
},
{
"p": 0.071438267827034,
"m": 1.0
},
{
"p": 0.07141159474849701,
"m": 1.0
},
{
"p": 0.07145070284605026,
"m": 1.0
},
{
"p": 0.07142818719148636,
"m": 1.0
},
{
"p": 0.07155412435531616,
"m": 1.0
},
{
"p": 0.07138101011514664,
"m": 1.0
},
{
"p": 0.0714600682258606,
"m": 1.0
},
{
"p": 0.07152868062257767,
"m": 1.0
},
{
"p": 0.07145272940397263,
"m": 1.0
},
{
"p": 0.07148075848817825,
"m": 1.0
},
{
"p": 0.07141917198896408,
"m": 1.0
},
{
"p": 0.0712967962026596,
"m": 1.0
}
]
},
{
"epoch": 53,
"train_loss": 2.3668739795684814,
"val_loss": 1.0474004745483398,
"acc": 62.22,
"time": 238.8354044747539,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144680619239807,
"m": 1.0
},
{
"p": 0.07135532796382904,
"m": 1.0
},
{
"p": 0.0715305432677269,
"m": 1.0
},
{
"p": 0.07148003578186035,
"m": 1.0
},
{
"p": 0.07137232273817062,
"m": 1.0
},
{
"p": 0.07141657173633575,
"m": 1.0
},
{
"p": 0.07146092504262924,
"m": 1.0
},
{
"p": 0.07139651477336884,
"m": 1.0
},
{
"p": 0.07149656116962433,
"m": 1.0
},
{
"p": 0.07143985480070114,
"m": 1.0
},
{
"p": 0.07143513858318329,
"m": 1.0
},
{
"p": 0.07135865837335587,
"m": 1.0
},
{
"p": 0.07140263170003891,
"m": 1.0
},
{
"p": 0.07140810787677765,
"m": 1.0
}
]
},
{
"epoch": 54,
"train_loss": 2.347402811050415,
"val_loss": 0.9029695391654968,
"acc": 63.57,
"time": 239.705611564219,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07145369052886963,
"m": 1.0
},
{
"p": 0.07144485414028168,
"m": 1.0
},
{
"p": 0.07145688682794571,
"m": 1.0
},
{
"p": 0.07135460525751114,
"m": 1.0
},
{
"p": 0.07143403589725494,
"m": 1.0
},
{
"p": 0.07142677158117294,
"m": 1.0
},
{
"p": 0.07142211496829987,
"m": 1.0
},
{
"p": 0.0714038833975792,
"m": 1.0
},
{
"p": 0.07148609310388565,
"m": 1.0
},
{
"p": 0.07146081328392029,
"m": 1.0
},
{
"p": 0.07137075811624527,
"m": 1.0
},
{
"p": 0.07140038162469864,
"m": 1.0
},
{
"p": 0.07140658050775528,
"m": 1.0
},
{
"p": 0.07147852331399918,
"m": 1.0
}
]
},
{
"epoch": 55,
"train_loss": 2.7759289741516113,
"val_loss": 1.0586261749267578,
"acc": 62.76,
"time": 240.39551409706473,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07147587835788727,
"m": 1.0
},
{
"p": 0.07137613743543625,
"m": 1.0
},
{
"p": 0.07147076725959778,
"m": 1.0
},
{
"p": 0.07145718485116959,
"m": 1.0
},
{
"p": 0.07136046141386032,
"m": 1.0
},
{
"p": 0.07144089788198471,
"m": 1.0
},
{
"p": 0.07141297310590744,
"m": 1.0
},
{
"p": 0.07138939946889877,
"m": 1.0
},
{
"p": 0.07143174856901169,
"m": 1.0
},
{
"p": 0.0714874118566513,
"m": 1.0
},
{
"p": 0.07139409333467484,
"m": 1.0
},
{
"p": 0.07146324962377548,
"m": 1.0
},
{
"p": 0.0714864432811737,
"m": 1.0
},
{
"p": 0.07135336101055145,
"m": 1.0
}
]
},
{
"epoch": 56,
"train_loss": 2.8014392852783203,
"val_loss": 1.0585170984268188,
"acc": 58.87,
"time": 239.43771390104666,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714678093791008,
"m": 1.0
},
{
"p": 0.07140293717384338,
"m": 1.0
},
{
"p": 0.07135245949029922,
"m": 1.0
},
{
"p": 0.07136992365121841,
"m": 1.0
},
{
"p": 0.07154601812362671,
"m": 1.0
},
{
"p": 0.07146855443716049,
"m": 1.0
},
{
"p": 0.07151557505130768,
"m": 1.0
},
{
"p": 0.07144633680582047,
"m": 1.0
},
{
"p": 0.07142353802919388,
"m": 1.0
},
{
"p": 0.07144220918416977,
"m": 1.0
},
{
"p": 0.07139621675014496,
"m": 1.0
},
{
"p": 0.07138913124799728,
"m": 1.0
},
{
"p": 0.07145148515701294,
"m": 1.0
},
{
"p": 0.07132778316736221,
"m": 1.0
}
]
},
{
"epoch": 57,
"train_loss": 2.525353193283081,
"val_loss": 0.9819324016571045,
"acc": 64.76,
"time": 240.9969162880443,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0713827908039093,
"m": 1.0
},
{
"p": 0.07133135944604874,
"m": 1.0
},
{
"p": 0.07146062701940536,
"m": 1.0
},
{
"p": 0.07139601558446884,
"m": 1.0
},
{
"p": 0.07143493741750717,
"m": 1.0
},
{
"p": 0.0714539960026741,
"m": 1.0
},
{
"p": 0.07143023610115051,
"m": 1.0
},
{
"p": 0.07142763584852219,
"m": 1.0
},
{
"p": 0.07136088609695435,
"m": 1.0
},
{
"p": 0.07145120948553085,
"m": 1.0
},
{
"p": 0.07145511358976364,
"m": 1.0
},
{
"p": 0.07146597653627396,
"m": 1.0
},
{
"p": 0.07145800441503525,
"m": 1.0
},
{
"p": 0.07149120420217514,
"m": 1.0
}
]
},
{
"epoch": 58,
"train_loss": 2.7607407569885254,
"val_loss": 1.0339711904525757,
"acc": 63.03,
"time": 239.27572029316798,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143279165029526,
"m": 1.0
},
{
"p": 0.07147406041622162,
"m": 1.0
},
{
"p": 0.07139948755502701,
"m": 1.0
},
{
"p": 0.07142776995897293,
"m": 1.0
},
{
"p": 0.07138773798942566,
"m": 1.0
},
{
"p": 0.0714036151766777,
"m": 1.0
},
{
"p": 0.07143806666135788,
"m": 1.0
},
{
"p": 0.0714428573846817,
"m": 1.0
},
{
"p": 0.07139970362186432,
"m": 1.0
},
{
"p": 0.07139939814805984,
"m": 1.0
},
{
"p": 0.0714951753616333,
"m": 1.0
},
{
"p": 0.07145921885967255,
"m": 1.0
},
{
"p": 0.07145368307828903,
"m": 1.0
},
{
"p": 0.07138641923666,
"m": 1.0
}
]
},
{
"epoch": 59,
"train_loss": 2.236250877380371,
"val_loss": 1.009486436843872,
"acc": 62.9,
"time": 242.28033818025142,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07141181081533432,
"m": 1.0
},
{
"p": 0.07139140367507935,
"m": 1.0
},
{
"p": 0.07147333025932312,
"m": 1.0
},
{
"p": 0.07144326716661453,
"m": 1.0
},
{
"p": 0.07130882143974304,
"m": 1.0
},
{
"p": 0.07138343900442123,
"m": 1.0
},
{
"p": 0.07147926092147827,
"m": 1.0
},
{
"p": 0.0714404508471489,
"m": 1.0
},
{
"p": 0.07155195623636246,
"m": 1.0
},
{
"p": 0.07143586874008179,
"m": 1.0
},
{
"p": 0.07141226530075073,
"m": 1.0
},
{
"p": 0.07144580781459808,
"m": 1.0
},
{
"p": 0.07144083082675934,
"m": 1.0
},
{
"p": 0.07138150185346603,
"m": 1.0
}
]
},
{
"epoch": 60,
"train_loss": 2.313094139099121,
"val_loss": 1.0251044034957886,
"acc": 62.75,
"time": 239.95223107980564,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143943011760712,
"m": 1.0
},
{
"p": 0.07134851068258286,
"m": 1.0
},
{
"p": 0.07150290906429291,
"m": 1.0
},
{
"p": 0.07135529071092606,
"m": 1.0
},
{
"p": 0.07142660766839981,
"m": 1.0
},
{
"p": 0.07127822190523148,
"m": 1.0
},
{
"p": 0.07138169556856155,
"m": 1.0
},
{
"p": 0.07145828008651733,
"m": 1.0
},
{
"p": 0.07143129408359528,
"m": 1.0
},
{
"p": 0.07149279862642288,
"m": 1.0
},
{
"p": 0.07141751796007156,
"m": 1.0
},
{
"p": 0.07147487252950668,
"m": 1.0
},
{
"p": 0.07152791321277618,
"m": 1.0
},
{
"p": 0.0714646577835083,
"m": 1.0
}
]
},
{
"epoch": 61,
"train_loss": 2.4334325790405273,
"val_loss": 0.930770993232727,
"acc": 65.89,
"time": 238.92965230718255,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07145152240991592,
"m": 1.0
},
{
"p": 0.0714016929268837,
"m": 1.0
},
{
"p": 0.07143411785364151,
"m": 1.0
},
{
"p": 0.07150274515151978,
"m": 1.0
},
{
"p": 0.07142412662506104,
"m": 1.0
},
{
"p": 0.07139385491609573,
"m": 1.0
},
{
"p": 0.07135047018527985,
"m": 1.0
},
{
"p": 0.07146488130092621,
"m": 1.0
},
{
"p": 0.07145191729068756,
"m": 1.0
},
{
"p": 0.07150837779045105,
"m": 1.0
},
{
"p": 0.07138850539922714,
"m": 1.0
},
{
"p": 0.07141643017530441,
"m": 1.0
},
{
"p": 0.07145556062459946,
"m": 1.0
},
{
"p": 0.07135575264692307,
"m": 1.0
}
]
},
{
"epoch": 62,
"train_loss": 1.9108176231384277,
"val_loss": 0.9829304814338684,
"acc": 64.53,
"time": 239.7324422406964,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143847644329071,
"m": 1.0
},
{
"p": 0.07134169340133667,
"m": 1.0
},
{
"p": 0.0714360848069191,
"m": 1.0
},
{
"p": 0.07152919471263885,
"m": 1.0
},
{
"p": 0.07128255069255829,
"m": 1.0
},
{
"p": 0.07135698199272156,
"m": 1.0
},
{
"p": 0.07143101841211319,
"m": 1.0
},
{
"p": 0.07144594937562943,
"m": 1.0
},
{
"p": 0.07152596116065979,
"m": 1.0
},
{
"p": 0.071507528424263,
"m": 1.0
},
{
"p": 0.0714515820145607,
"m": 1.0
},
{
"p": 0.07143040746450424,
"m": 1.0
},
{
"p": 0.07144008576869965,
"m": 1.0
},
{
"p": 0.07138249278068542,
"m": 1.0
}
]
},
{
"epoch": 63,
"train_loss": 2.1990818977355957,
"val_loss": 0.922252893447876,
"acc": 65.92,
"time": 239.55253496114165,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714917778968811,
"m": 1.0
},
{
"p": 0.07137469202280045,
"m": 1.0
},
{
"p": 0.07149277627468109,
"m": 1.0
},
{
"p": 0.07144162058830261,
"m": 1.0
},
{
"p": 0.07139495015144348,
"m": 1.0
},
{
"p": 0.0712781473994255,
"m": 1.0
},
{
"p": 0.07142703980207443,
"m": 1.0
},
{
"p": 0.0714082270860672,
"m": 1.0
},
{
"p": 0.07142791152000427,
"m": 1.0
},
{
"p": 0.07154536992311478,
"m": 1.0
},
{
"p": 0.07151030749082565,
"m": 1.0
},
{
"p": 0.07140127569437027,
"m": 1.0
},
{
"p": 0.07152880728244781,
"m": 1.0
},
{
"p": 0.07127711176872253,
"m": 1.0
}
]
},
{
"epoch": 64,
"train_loss": 2.3494186401367188,
"val_loss": 0.9630558490753174,
"acc": 65.26,
"time": 239.02893024263903,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07148601859807968,
"m": 1.0
},
{
"p": 0.07131895422935486,
"m": 1.0
},
{
"p": 0.07147884368896484,
"m": 1.0
},
{
"p": 0.07149431854486465,
"m": 1.0
},
{
"p": 0.07136385887861252,
"m": 1.0
},
{
"p": 0.0714709684252739,
"m": 1.0
},
{
"p": 0.07146497815847397,
"m": 1.0
},
{
"p": 0.07144369930028915,
"m": 1.0
},
{
"p": 0.07140651345252991,
"m": 1.0
},
{
"p": 0.07143509387969971,
"m": 1.0
},
{
"p": 0.07138878852128983,
"m": 1.0
},
{
"p": 0.0714687705039978,
"m": 1.0
},
{
"p": 0.07144150137901306,
"m": 1.0
},
{
"p": 0.07133764773607254,
"m": 1.0
}
]
},
{
"epoch": 65,
"train_loss": 2.416424036026001,
"val_loss": 0.884687066078186,
"acc": 66.56,
"time": 239.44414099119604,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143896818161011,
"m": 1.0
},
{
"p": 0.07136160880327225,
"m": 1.0
},
{
"p": 0.07160113751888275,
"m": 1.0
},
{
"p": 0.07136952131986618,
"m": 1.0
},
{
"p": 0.07137294858694077,
"m": 1.0
},
{
"p": 0.0714309960603714,
"m": 1.0
},
{
"p": 0.07138088345527649,
"m": 1.0
},
{
"p": 0.07138817757368088,
"m": 1.0
},
{
"p": 0.07137913256883621,
"m": 1.0
},
{
"p": 0.07144235819578171,
"m": 1.0
},
{
"p": 0.07145454734563828,
"m": 1.0
},
{
"p": 0.07142321765422821,
"m": 1.0
},
{
"p": 0.07151933759450912,
"m": 1.0
},
{
"p": 0.07143715023994446,
"m": 1.0
}
]
},
{
"epoch": 66,
"train_loss": 2.210665464401245,
"val_loss": 0.9469859004020691,
"acc": 65.86,
"time": 238.85687114298344,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07145131379365921,
"m": 1.0
},
{
"p": 0.07127967476844788,
"m": 1.0
},
{
"p": 0.07148922979831696,
"m": 1.0
},
{
"p": 0.0712539479136467,
"m": 1.0
},
{
"p": 0.07147254049777985,
"m": 1.0
},
{
"p": 0.07138226181268692,
"m": 1.0
},
{
"p": 0.07165432721376419,
"m": 1.0
},
{
"p": 0.07141486555337906,
"m": 1.0
},
{
"p": 0.07147879153490067,
"m": 1.0
},
{
"p": 0.07132182270288467,
"m": 1.0
},
{
"p": 0.07154522091150284,
"m": 1.0
},
{
"p": 0.07146808505058289,
"m": 1.0
},
{
"p": 0.07152413576841354,
"m": 1.0
},
{
"p": 0.07126381248235703,
"m": 1.0
}
]
},
{
"epoch": 67,
"train_loss": 2.10121488571167,
"val_loss": 0.9358886480331421,
"acc": 66.28,
"time": 241.89414286101237,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07138776779174805,
"m": 1.0
},
{
"p": 0.07143021374940872,
"m": 1.0
},
{
"p": 0.07148927450180054,
"m": 1.0
},
{
"p": 0.07139186561107635,
"m": 1.0
},
{
"p": 0.07144834846258163,
"m": 1.0
},
{
"p": 0.07138316333293915,
"m": 1.0
},
{
"p": 0.07135703414678574,
"m": 1.0
},
{
"p": 0.07141249626874924,
"m": 1.0
},
{
"p": 0.07148372381925583,
"m": 1.0
},
{
"p": 0.0715070590376854,
"m": 1.0
},
{
"p": 0.07142385840415955,
"m": 1.0
},
{
"p": 0.07151354849338531,
"m": 1.0
},
{
"p": 0.07150592654943466,
"m": 1.0
},
{
"p": 0.07126571983098984,
"m": 1.0
}
]
},
{
"epoch": 68,
"train_loss": 1.9847851991653442,
"val_loss": 0.9782297015190125,
"acc": 67.3,
"time": 239.3831715309061,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07150954753160477,
"m": 1.0
},
{
"p": 0.07134544849395752,
"m": 1.0
},
{
"p": 0.07147348672151566,
"m": 1.0
},
{
"p": 0.07125566899776459,
"m": 1.0
},
{
"p": 0.07148739695549011,
"m": 1.0
},
{
"p": 0.07132008671760559,
"m": 1.0
},
{
"p": 0.07132767140865326,
"m": 1.0
},
{
"p": 0.07145215570926666,
"m": 1.0
},
{
"p": 0.07159778475761414,
"m": 1.0
},
{
"p": 0.07147054374217987,
"m": 1.0
},
{
"p": 0.07149010896682739,
"m": 1.0
},
{
"p": 0.0713672935962677,
"m": 1.0
},
{
"p": 0.07162775099277496,
"m": 1.0
},
{
"p": 0.07127506285905838,
"m": 1.0
}
]
},
{
"epoch": 69,
"train_loss": 2.1556179523468018,
"val_loss": 0.927196741104126,
"acc": 67.29,
"time": 239.98195587890223,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07140680402517319,
"m": 1.0
},
{
"p": 0.07117284089326859,
"m": 1.0
},
{
"p": 0.07149796932935715,
"m": 1.0
},
{
"p": 0.07145535200834274,
"m": 1.0
},
{
"p": 0.07135317474603653,
"m": 1.0
},
{
"p": 0.07145737111568451,
"m": 1.0
},
{
"p": 0.07158053666353226,
"m": 1.0
},
{
"p": 0.07142373919487,
"m": 1.0
},
{
"p": 0.07137442380189896,
"m": 1.0
},
{
"p": 0.07153946161270142,
"m": 1.0
},
{
"p": 0.07138855755329132,
"m": 1.0
},
{
"p": 0.071451336145401,
"m": 1.0
},
{
"p": 0.07140710949897766,
"m": 1.0
},
{
"p": 0.0714912861585617,
"m": 1.0
}
]
},
{
"epoch": 70,
"train_loss": 2.3878355026245117,
"val_loss": 0.92168790102005,
"acc": 67.44,
"time": 239.33612047182396,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07137801498174667,
"m": 1.0
},
{
"p": 0.07139118015766144,
"m": 1.0
},
{
"p": 0.07142486423254013,
"m": 1.0
},
{
"p": 0.07140745222568512,
"m": 1.0
},
{
"p": 0.0713815987110138,
"m": 1.0
},
{
"p": 0.07149069756269455,
"m": 1.0
},
{
"p": 0.07147397845983505,
"m": 1.0
},
{
"p": 0.0713578537106514,
"m": 1.0
},
{
"p": 0.07148420065641403,
"m": 1.0
},
{
"p": 0.07143896818161011,
"m": 1.0
},
{
"p": 0.07152050733566284,
"m": 1.0
},
{
"p": 0.07141053676605225,
"m": 1.0
},
{
"p": 0.071367047727108,
"m": 1.0
},
{
"p": 0.07147309184074402,
"m": 1.0
}
]
},
{
"epoch": 71,
"train_loss": 1.7574126720428467,
"val_loss": 0.9670568704605103,
"acc": 65.8,
"time": 239.1613330882974,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07149273157119751,
"m": 1.0
},
{
"p": 0.07128344476222992,
"m": 1.0
},
{
"p": 0.07138275355100632,
"m": 1.0
},
{
"p": 0.07151073217391968,
"m": 1.0
},
{
"p": 0.07153932005167007,
"m": 1.0
},
{
"p": 0.07137797027826309,
"m": 1.0
},
{
"p": 0.07163290679454803,
"m": 1.0
},
{
"p": 0.07138879597187042,
"m": 1.0
},
{
"p": 0.07145580649375916,
"m": 1.0
},
{
"p": 0.07146831601858139,
"m": 1.0
},
{
"p": 0.0713854432106018,
"m": 1.0
},
{
"p": 0.07143189013004303,
"m": 1.0
},
{
"p": 0.07142164558172226,
"m": 1.0
},
{
"p": 0.07122830301523209,
"m": 1.0
}
]
},
{
"epoch": 72,
"train_loss": 2.038029193878174,
"val_loss": 0.8821635842323303,
"acc": 67.63,
"time": 239.35453285463154,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07152488827705383,
"m": 1.0
},
{
"p": 0.07137642800807953,
"m": 1.0
},
{
"p": 0.07145250588655472,
"m": 1.0
},
{
"p": 0.07138264179229736,
"m": 1.0
},
{
"p": 0.07146826386451721,
"m": 1.0
},
{
"p": 0.07140671461820602,
"m": 1.0
},
{
"p": 0.07141756266355515,
"m": 1.0
},
{
"p": 0.07135651260614395,
"m": 1.0
},
{
"p": 0.0715225487947464,
"m": 1.0
},
{
"p": 0.07140929251909256,
"m": 1.0
},
{
"p": 0.07145096361637115,
"m": 1.0
},
{
"p": 0.07144983857870102,
"m": 1.0
},
{
"p": 0.07149069011211395,
"m": 1.0
},
{
"p": 0.07129111886024475,
"m": 1.0
}
]
},
{
"epoch": 73,
"train_loss": 1.7657177448272705,
"val_loss": 1.0421854257583618,
"acc": 67.26,
"time": 239.4744339012541,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07140335440635681,
"m": 1.0
},
{
"p": 0.07137510925531387,
"m": 1.0
},
{
"p": 0.07157405465841293,
"m": 1.0
},
{
"p": 0.07146669924259186,
"m": 1.0
},
{
"p": 0.07129967957735062,
"m": 1.0
},
{
"p": 0.071339912712574,
"m": 1.0
},
{
"p": 0.07160678505897522,
"m": 1.0
},
{
"p": 0.07150176167488098,
"m": 1.0
},
{
"p": 0.07158458977937698,
"m": 1.0
},
{
"p": 0.07136069238185883,
"m": 1.0
},
{
"p": 0.07151441276073456,
"m": 1.0
},
{
"p": 0.07119287550449371,
"m": 1.0
},
{
"p": 0.0714256763458252,
"m": 1.0
},
{
"p": 0.07135441154241562,
"m": 1.0
}
]
},
{
"epoch": 74,
"train_loss": 2.0814950466156006,
"val_loss": 0.8362647294998169,
"acc": 66.75,
"time": 239.76898563466966,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07160744071006775,
"m": 1.0
},
{
"p": 0.07136539369821548,
"m": 1.0
},
{
"p": 0.07140813022851944,
"m": 1.0
},
{
"p": 0.07141655683517456,
"m": 1.0
},
{
"p": 0.07141029089689255,
"m": 1.0
},
{
"p": 0.0714375376701355,
"m": 1.0
},
{
"p": 0.07148267328739166,
"m": 1.0
},
{
"p": 0.07136645913124084,
"m": 1.0
},
{
"p": 0.0715567022562027,
"m": 1.0
},
{
"p": 0.07156354933977127,
"m": 1.0
},
{
"p": 0.07141175866127014,
"m": 1.0
},
{
"p": 0.07141076028347015,
"m": 1.0
},
{
"p": 0.07127927988767624,
"m": 1.0
},
{
"p": 0.07128352671861649,
"m": 1.0
}
]
},
{
"epoch": 75,
"train_loss": 2.2837891578674316,
"val_loss": 0.8439953327178955,
"acc": 68.28,
"time": 239.6354846889153,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07152718305587769,
"m": 1.0
},
{
"p": 0.07134417444467545,
"m": 1.0
},
{
"p": 0.0715690404176712,
"m": 1.0
},
{
"p": 0.07145033031702042,
"m": 1.0
},
{
"p": 0.07133007049560547,
"m": 1.0
},
{
"p": 0.07126641273498535,
"m": 1.0
},
{
"p": 0.07147559523582458,
"m": 1.0
},
{
"p": 0.07136904448270798,
"m": 1.0
},
{
"p": 0.07131587713956833,
"m": 1.0
},
{
"p": 0.07137704640626907,
"m": 1.0
},
{
"p": 0.07156340777873993,
"m": 1.0
},
{
"p": 0.07140529900789261,
"m": 1.0
},
{
"p": 0.07158402353525162,
"m": 1.0
},
{
"p": 0.0714225172996521,
"m": 1.0
}
]
},
{
"epoch": 76,
"train_loss": 1.9717702865600586,
"val_loss": 0.8238022327423096,
"acc": 68.04,
"time": 239.78562986198813,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07140865921974182,
"m": 1.0
},
{
"p": 0.07125932723283768,
"m": 1.0
},
{
"p": 0.07155665010213852,
"m": 1.0
},
{
"p": 0.0713818222284317,
"m": 1.0
},
{
"p": 0.07149013876914978,
"m": 1.0
},
{
"p": 0.07145040482282639,
"m": 1.0
},
{
"p": 0.07144651561975479,
"m": 1.0
},
{
"p": 0.07139278948307037,
"m": 1.0
},
{
"p": 0.07148494571447372,
"m": 1.0
},
{
"p": 0.07160434126853943,
"m": 1.0
},
{
"p": 0.07138573378324509,
"m": 1.0
},
{
"p": 0.07141907513141632,
"m": 1.0
},
{
"p": 0.07154190540313721,
"m": 1.0
},
{
"p": 0.07117769122123718,
"m": 1.0
}
]
},
{
"epoch": 77,
"train_loss": 2.286705493927002,
"val_loss": 0.9685186743736267,
"acc": 69.42,
"time": 241.51162582123652,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07140140235424042,
"m": 1.0
},
{
"p": 0.07144493609666824,
"m": 1.0
},
{
"p": 0.07145044207572937,
"m": 1.0
},
{
"p": 0.07128562033176422,
"m": 1.0
},
{
"p": 0.07129428535699844,
"m": 1.0
},
{
"p": 0.07142674177885056,
"m": 1.0
},
{
"p": 0.07141267508268356,
"m": 1.0
},
{
"p": 0.0713864117860794,
"m": 1.0
},
{
"p": 0.07148363441228867,
"m": 1.0
},
{
"p": 0.071543388068676,
"m": 1.0
},
{
"p": 0.07145482301712036,
"m": 1.0
},
{
"p": 0.07148312032222748,
"m": 1.0
},
{
"p": 0.07140049338340759,
"m": 1.0
},
{
"p": 0.07153207808732986,
"m": 1.0
}
]
},
{
"epoch": 78,
"train_loss": 2.0632965564727783,
"val_loss": 0.9798333644866943,
"acc": 67.48,
"time": 239.51760417083278,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07153594493865967,
"m": 1.0
},
{
"p": 0.07133850455284119,
"m": 1.0
},
{
"p": 0.07130551338195801,
"m": 1.0
},
{
"p": 0.07136642932891846,
"m": 1.0
},
{
"p": 0.07136280089616776,
"m": 1.0
},
{
"p": 0.07142724841833115,
"m": 1.0
},
{
"p": 0.0714096948504448,
"m": 1.0
},
{
"p": 0.07143659144639969,
"m": 1.0
},
{
"p": 0.07128991931676865,
"m": 1.0
},
{
"p": 0.07136786729097366,
"m": 1.0
},
{
"p": 0.07144561409950256,
"m": 1.0
},
{
"p": 0.07159934192895889,
"m": 1.0
},
{
"p": 0.07174801081418991,
"m": 1.0
},
{
"p": 0.07136653363704681,
"m": 1.0
}
]
},
{
"epoch": 79,
"train_loss": 1.7294479608535767,
"val_loss": 0.8573395013809204,
"acc": 68.81,
"time": 240.73022144520655,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142999023199081,
"m": 1.0
},
{
"p": 0.0712493360042572,
"m": 1.0
},
{
"p": 0.07155092805624008,
"m": 1.0
},
{
"p": 0.07154227048158646,
"m": 1.0
},
{
"p": 0.07130008935928345,
"m": 1.0
},
{
"p": 0.07125548273324966,
"m": 1.0
},
{
"p": 0.07135391235351562,
"m": 1.0
},
{
"p": 0.07147785276174545,
"m": 1.0
},
{
"p": 0.07171188294887543,
"m": 1.0
},
{
"p": 0.07148745656013489,
"m": 1.0
},
{
"p": 0.0714176744222641,
"m": 1.0
},
{
"p": 0.0714506283402443,
"m": 1.0
},
{
"p": 0.07143102586269379,
"m": 1.0
},
{
"p": 0.07134145498275757,
"m": 1.0
}
]
},
{
"epoch": 80,
"train_loss": 2.077434778213501,
"val_loss": 0.8217930197715759,
"acc": 69.32,
"time": 240.0045829610899,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07150456309318542,
"m": 1.0
},
{
"p": 0.07130201905965805,
"m": 1.0
},
{
"p": 0.07152585685253143,
"m": 1.0
},
{
"p": 0.07144436985254288,
"m": 1.0
},
{
"p": 0.07144950330257416,
"m": 1.0
},
{
"p": 0.0713956207036972,
"m": 1.0
},
{
"p": 0.07149820774793625,
"m": 1.0
},
{
"p": 0.07143110781908035,
"m": 1.0
},
{
"p": 0.07141768932342529,
"m": 1.0
},
{
"p": 0.07131167501211166,
"m": 1.0
},
{
"p": 0.07144375890493393,
"m": 1.0
},
{
"p": 0.07152725756168365,
"m": 1.0
},
{
"p": 0.07143884897232056,
"m": 1.0
},
{
"p": 0.07130952924489975,
"m": 1.0
}
]
},
{
"epoch": 81,
"train_loss": 2.084930896759033,
"val_loss": 0.9575952291488647,
"acc": 68.66,
"time": 240.29469810565934,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714147612452507,
"m": 1.0
},
{
"p": 0.07117882370948792,
"m": 1.0
},
{
"p": 0.07143013179302216,
"m": 1.0
},
{
"p": 0.0712616816163063,
"m": 1.0
},
{
"p": 0.07130654901266098,
"m": 1.0
},
{
"p": 0.07143651694059372,
"m": 1.0
},
{
"p": 0.07148996740579605,
"m": 1.0
},
{
"p": 0.07141482084989548,
"m": 1.0
},
{
"p": 0.07184717059135437,
"m": 1.0
},
{
"p": 0.07150004804134369,
"m": 1.0
},
{
"p": 0.07151488214731216,
"m": 1.0
},
{
"p": 0.07142225652933121,
"m": 1.0
},
{
"p": 0.07150968909263611,
"m": 1.0
},
{
"p": 0.07127268612384796,
"m": 1.0
}
]
},
{
"epoch": 82,
"train_loss": 1.8366974592208862,
"val_loss": 0.8320217132568359,
"acc": 68.91,
"time": 240.56266357004642,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07145623117685318,
"m": 1.0
},
{
"p": 0.07133634388446808,
"m": 1.0
},
{
"p": 0.07153306156396866,
"m": 1.0
},
{
"p": 0.07131625711917877,
"m": 1.0
},
{
"p": 0.07153263688087463,
"m": 1.0
},
{
"p": 0.0714707225561142,
"m": 1.0
},
{
"p": 0.07145942747592926,
"m": 1.0
},
{
"p": 0.07149860262870789,
"m": 1.0
},
{
"p": 0.07140934467315674,
"m": 1.0
},
{
"p": 0.07128903269767761,
"m": 1.0
},
{
"p": 0.0715431496500969,
"m": 1.0
},
{
"p": 0.07142161577939987,
"m": 1.0
},
{
"p": 0.07142256945371628,
"m": 1.0
},
{
"p": 0.07131101191043854,
"m": 1.0
}
]
},
{
"epoch": 83,
"train_loss": 1.7013036012649536,
"val_loss": 0.8039356470108032,
"acc": 68.2,
"time": 240.05247013503686,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07160905003547668,
"m": 1.0
},
{
"p": 0.07119079679250717,
"m": 1.0
},
{
"p": 0.07123198360204697,
"m": 1.0
},
{
"p": 0.07160303741693497,
"m": 1.0
},
{
"p": 0.0713479146361351,
"m": 1.0
},
{
"p": 0.07104194909334183,
"m": 1.0
},
{
"p": 0.0716383159160614,
"m": 1.0
},
{
"p": 0.0715993121266365,
"m": 1.0
},
{
"p": 0.07125341892242432,
"m": 1.0
},
{
"p": 0.07159356027841568,
"m": 1.0
},
{
"p": 0.07146347314119339,
"m": 1.0
},
{
"p": 0.07154849171638489,
"m": 1.0
},
{
"p": 0.07137920707464218,
"m": 1.0
},
{
"p": 0.07149949669837952,
"m": 1.0
}
]
},
{
"epoch": 84,
"train_loss": 2.1270787715911865,
"val_loss": 0.9471200704574585,
"acc": 69.24,
"time": 239.5541776139289,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07164644449949265,
"m": 1.0
},
{
"p": 0.07118341326713562,
"m": 1.0
},
{
"p": 0.07134170085191727,
"m": 1.0
},
{
"p": 0.07145419716835022,
"m": 1.0
},
{
"p": 0.07114385068416595,
"m": 1.0
},
{
"p": 0.07136555016040802,
"m": 1.0
},
{
"p": 0.07154454290866852,
"m": 1.0
},
{
"p": 0.07150879502296448,
"m": 1.0
},
{
"p": 0.07138164341449738,
"m": 1.0
},
{
"p": 0.07136417925357819,
"m": 1.0
},
{
"p": 0.07165437936782837,
"m": 1.0
},
{
"p": 0.07168818265199661,
"m": 1.0
},
{
"p": 0.07135317474603653,
"m": 1.0
},
{
"p": 0.07136991620063782,
"m": 1.0
}
]
},
{
"epoch": 85,
"train_loss": 1.6516883373260498,
"val_loss": 0.9969073534011841,
"acc": 67.39,
"time": 240.2912432551384,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07147426903247833,
"m": 1.0
},
{
"p": 0.07136599719524384,
"m": 1.0
},
{
"p": 0.07144013792276382,
"m": 1.0
},
{
"p": 0.07150129228830338,
"m": 1.0
},
{
"p": 0.0713653638958931,
"m": 1.0
},
{
"p": 0.07137931883335114,
"m": 1.0
},
{
"p": 0.0714908316731453,
"m": 1.0
},
{
"p": 0.07132633030414581,
"m": 1.0
},
{
"p": 0.07140949368476868,
"m": 1.0
},
{
"p": 0.07148728519678116,
"m": 1.0
},
{
"p": 0.07149478793144226,
"m": 1.0
},
{
"p": 0.07143326848745346,
"m": 1.0
},
{
"p": 0.07161522656679153,
"m": 1.0
},
{
"p": 0.07121641933917999,
"m": 1.0
}
]
},
{
"epoch": 86,
"train_loss": 1.8260911703109741,
"val_loss": 0.8555954098701477,
"acc": 68.38,
"time": 239.35815433878452,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144155353307724,
"m": 1.0
},
{
"p": 0.0713047981262207,
"m": 1.0
},
{
"p": 0.071476511657238,
"m": 1.0
},
{
"p": 0.07127685844898224,
"m": 1.0
},
{
"p": 0.07136649638414383,
"m": 1.0
},
{
"p": 0.07165340334177017,
"m": 1.0
},
{
"p": 0.07141417264938354,
"m": 1.0
},
{
"p": 0.0713072270154953,
"m": 1.0
},
{
"p": 0.07161074131727219,
"m": 1.0
},
{
"p": 0.07147444784641266,
"m": 1.0
},
{
"p": 0.07162325084209442,
"m": 1.0
},
{
"p": 0.07147596776485443,
"m": 1.0
},
{
"p": 0.07120180875062943,
"m": 1.0
},
{
"p": 0.07137279212474823,
"m": 1.0
}
]
},
{
"epoch": 87,
"train_loss": 1.5935769081115723,
"val_loss": 0.7932366132736206,
"acc": 69.2,
"time": 239.51873373705894,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07161705940961838,
"m": 1.0
},
{
"p": 0.07127923518419266,
"m": 1.0
},
{
"p": 0.07141809910535812,
"m": 1.0
},
{
"p": 0.07129047811031342,
"m": 1.0
},
{
"p": 0.07134754210710526,
"m": 1.0
},
{
"p": 0.07133205235004425,
"m": 1.0
},
{
"p": 0.07159973680973053,
"m": 1.0
},
{
"p": 0.07139431685209274,
"m": 1.0
},
{
"p": 0.07148154079914093,
"m": 1.0
},
{
"p": 0.07139653712511063,
"m": 1.0
},
{
"p": 0.07131947576999664,
"m": 1.0
},
{
"p": 0.07148539274930954,
"m": 1.0
},
{
"p": 0.07148818671703339,
"m": 1.0
},
{
"p": 0.07155034691095352,
"m": 1.0
}
]
},
{
"epoch": 88,
"train_loss": 1.933616280555725,
"val_loss": 0.8532090187072754,
"acc": 70.54,
"time": 240.6689237691462,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07140395045280457,
"m": 1.0
},
{
"p": 0.0713341236114502,
"m": 1.0
},
{
"p": 0.07147703319787979,
"m": 1.0
},
{
"p": 0.07141557335853577,
"m": 1.0
},
{
"p": 0.07143443822860718,
"m": 1.0
},
{
"p": 0.07141506671905518,
"m": 1.0
},
{
"p": 0.07145499438047409,
"m": 1.0
},
{
"p": 0.07144489139318466,
"m": 1.0
},
{
"p": 0.07137962430715561,
"m": 1.0
},
{
"p": 0.07153802365064621,
"m": 1.0
},
{
"p": 0.07145880162715912,
"m": 1.0
},
{
"p": 0.07144571840763092,
"m": 1.0
},
{
"p": 0.07138112187385559,
"m": 1.0
},
{
"p": 0.07141663134098053,
"m": 1.0
}
]
},
{
"epoch": 89,
"train_loss": 1.7774592638015747,
"val_loss": 0.814608633518219,
"acc": 70.26,
"time": 240.23081488674507,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07149842381477356,
"m": 1.0
},
{
"p": 0.07111796736717224,
"m": 1.0
},
{
"p": 0.07134414464235306,
"m": 1.0
},
{
"p": 0.07154437899589539,
"m": 1.0
},
{
"p": 0.07140012085437775,
"m": 1.0
},
{
"p": 0.07146567851305008,
"m": 1.0
},
{
"p": 0.07157206535339355,
"m": 1.0
},
{
"p": 0.07137298583984375,
"m": 1.0
},
{
"p": 0.07139437645673752,
"m": 1.0
},
{
"p": 0.07142369449138641,
"m": 1.0
},
{
"p": 0.0714808776974678,
"m": 1.0
},
{
"p": 0.07139739394187927,
"m": 1.0
},
{
"p": 0.0715327188372612,
"m": 1.0
},
{
"p": 0.071455217897892,
"m": 1.0
}
]
},
{
"epoch": 90,
"train_loss": 1.9869651794433594,
"val_loss": 0.9639230370521545,
"acc": 69.25,
"time": 242.7615121952258,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07152718305587769,
"m": 1.0
},
{
"p": 0.07135718315839767,
"m": 1.0
},
{
"p": 0.07137767970561981,
"m": 1.0
},
{
"p": 0.07144835591316223,
"m": 1.0
},
{
"p": 0.07130425423383713,
"m": 1.0
},
{
"p": 0.07132815569639206,
"m": 1.0
},
{
"p": 0.07150764763355255,
"m": 1.0
},
{
"p": 0.0713418647646904,
"m": 1.0
},
{
"p": 0.07172340154647827,
"m": 1.0
},
{
"p": 0.07143235951662064,
"m": 1.0
},
{
"p": 0.07135316729545593,
"m": 1.0
},
{
"p": 0.07134056836366653,
"m": 1.0
},
{
"p": 0.0715436264872551,
"m": 1.0
},
{
"p": 0.07141454517841339,
"m": 1.0
}
]
},
{
"epoch": 91,
"train_loss": 1.6817445755004883,
"val_loss": 0.8056432604789734,
"acc": 69.6,
"time": 240.0963670341298,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07140135765075684,
"m": 1.0
},
{
"p": 0.07108642905950546,
"m": 1.0
},
{
"p": 0.07154449820518494,
"m": 1.0
},
{
"p": 0.0716186985373497,
"m": 1.0
},
{
"p": 0.07111233472824097,
"m": 1.0
},
{
"p": 0.07133173197507858,
"m": 1.0
},
{
"p": 0.07133997231721878,
"m": 1.0
},
{
"p": 0.07152623683214188,
"m": 1.0
},
{
"p": 0.07161252200603485,
"m": 1.0
},
{
"p": 0.0715140774846077,
"m": 1.0
},
{
"p": 0.07141562551259995,
"m": 1.0
},
{
"p": 0.07156690955162048,
"m": 1.0
},
{
"p": 0.07157828658819199,
"m": 1.0
},
{
"p": 0.0713512971997261,
"m": 1.0
}
]
},
{
"epoch": 92,
"train_loss": 1.8379420042037964,
"val_loss": 0.8809317946434021,
"acc": 69.57,
"time": 239.75472371000797,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07152699679136276,
"m": 1.0
},
{
"p": 0.07124018669128418,
"m": 1.0
},
{
"p": 0.07159675657749176,
"m": 1.0
},
{
"p": 0.07135781645774841,
"m": 1.0
},
{
"p": 0.07125376909971237,
"m": 1.0
},
{
"p": 0.07138676196336746,
"m": 1.0
},
{
"p": 0.07139011472463608,
"m": 1.0
},
{
"p": 0.07146617025136948,
"m": 1.0
},
{
"p": 0.07152209430932999,
"m": 1.0
},
{
"p": 0.07156947255134583,
"m": 1.0
},
{
"p": 0.0714607685804367,
"m": 1.0
},
{
"p": 0.07147208601236343,
"m": 1.0
},
{
"p": 0.07138610631227493,
"m": 1.0
},
{
"p": 0.07137087732553482,
"m": 1.0
}
]
},
{
"epoch": 93,
"train_loss": 1.8066179752349854,
"val_loss": 0.8653679490089417,
"acc": 69.59,
"time": 239.49974544206634,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07134795188903809,
"m": 1.0
},
{
"p": 0.07116353511810303,
"m": 1.0
},
{
"p": 0.07132940739393234,
"m": 1.0
},
{
"p": 0.07126430422067642,
"m": 1.0
},
{
"p": 0.07137180119752884,
"m": 1.0
},
{
"p": 0.07134781032800674,
"m": 1.0
},
{
"p": 0.07147102057933807,
"m": 1.0
},
{
"p": 0.07146931439638138,
"m": 1.0
},
{
"p": 0.07153818756341934,
"m": 1.0
},
{
"p": 0.0714278519153595,
"m": 1.0
},
{
"p": 0.07144492119550705,
"m": 1.0
},
{
"p": 0.07173396646976471,
"m": 1.0
},
{
"p": 0.07177506387233734,
"m": 1.0
},
{
"p": 0.07131484150886536,
"m": 1.0
}
]
},
{
"epoch": 94,
"train_loss": 1.6052050590515137,
"val_loss": 0.8708480000495911,
"acc": 69.38,
"time": 239.36303808819503,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143398374319077,
"m": 1.0
},
{
"p": 0.0709916204214096,
"m": 1.0
},
{
"p": 0.07144662737846375,
"m": 1.0
},
{
"p": 0.07149314135313034,
"m": 1.0
},
{
"p": 0.07154291868209839,
"m": 1.0
},
{
"p": 0.07133858650922775,
"m": 1.0
},
{
"p": 0.0714760273694992,
"m": 1.0
},
{
"p": 0.071404367685318,
"m": 1.0
},
{
"p": 0.07140420377254486,
"m": 1.0
},
{
"p": 0.07124420255422592,
"m": 1.0
},
{
"p": 0.07164717465639114,
"m": 1.0
},
{
"p": 0.07169286906719208,
"m": 1.0
},
{
"p": 0.0716889426112175,
"m": 1.0
},
{
"p": 0.07119535654783249,
"m": 1.0
}
]
},
{
"epoch": 95,
"train_loss": 1.748483419418335,
"val_loss": 0.8704115748405457,
"acc": 69.59,
"time": 239.837386589963,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07159443944692612,
"m": 1.0
},
{
"p": 0.07142560929059982,
"m": 1.0
},
{
"p": 0.0714532881975174,
"m": 1.0
},
{
"p": 0.07135893404483795,
"m": 1.0
},
{
"p": 0.07119403034448624,
"m": 1.0
},
{
"p": 0.07151900231838226,
"m": 1.0
},
{
"p": 0.07130294293165207,
"m": 1.0
},
{
"p": 0.07147182524204254,
"m": 1.0
},
{
"p": 0.07125438004732132,
"m": 1.0
},
{
"p": 0.07162041962146759,
"m": 1.0
},
{
"p": 0.07164742797613144,
"m": 1.0
},
{
"p": 0.07142923027276993,
"m": 1.0
},
{
"p": 0.0714028850197792,
"m": 1.0
},
{
"p": 0.07132558524608612,
"m": 1.0
}
]
},
{
"epoch": 96,
"train_loss": 1.706108808517456,
"val_loss": 0.944595456123352,
"acc": 69.69,
"time": 240.60654087690637,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07152561098337173,
"m": 1.0
},
{
"p": 0.07122235000133514,
"m": 1.0
},
{
"p": 0.07142692804336548,
"m": 1.0
},
{
"p": 0.07144761085510254,
"m": 1.0
},
{
"p": 0.07157937437295914,
"m": 1.0
},
{
"p": 0.07126821577548981,
"m": 1.0
},
{
"p": 0.07156591862440109,
"m": 1.0
},
{
"p": 0.07146523147821426,
"m": 1.0
},
{
"p": 0.07141309231519699,
"m": 1.0
},
{
"p": 0.07142496854066849,
"m": 1.0
},
{
"p": 0.07141589373350143,
"m": 1.0
},
{
"p": 0.07139892131090164,
"m": 1.0
},
{
"p": 0.0715050920844078,
"m": 1.0
},
{
"p": 0.07134078443050385,
"m": 1.0
}
]
},
{
"epoch": 97,
"train_loss": 1.7797991037368774,
"val_loss": 0.9839065670967102,
"acc": 68.55,
"time": 239.82034064875916,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07156720012426376,
"m": 1.0
},
{
"p": 0.07140906900167465,
"m": 1.0
},
{
"p": 0.07128286361694336,
"m": 1.0
},
{
"p": 0.07129903137683868,
"m": 1.0
},
{
"p": 0.0712084248661995,
"m": 1.0
},
{
"p": 0.0713818147778511,
"m": 1.0
},
{
"p": 0.07138333469629288,
"m": 1.0
},
{
"p": 0.07160132378339767,
"m": 1.0
},
{
"p": 0.07141963392496109,
"m": 1.0
},
{
"p": 0.07147201150655746,
"m": 1.0
},
{
"p": 0.07155020534992218,
"m": 1.0
},
{
"p": 0.07168672978878021,
"m": 1.0
},
{
"p": 0.07156599313020706,
"m": 1.0
},
{
"p": 0.07117236405611038,
"m": 1.0
}
]
},
{
"epoch": 98,
"train_loss": 1.6641207933425903,
"val_loss": 0.9669123291969299,
"acc": 70.01,
"time": 239.82031291583553,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07158251851797104,
"m": 1.0
},
{
"p": 0.0712064728140831,
"m": 1.0
},
{
"p": 0.07135852426290512,
"m": 1.0
},
{
"p": 0.07157088071107864,
"m": 1.0
},
{
"p": 0.07138535380363464,
"m": 1.0
},
{
"p": 0.07127033174037933,
"m": 1.0
},
{
"p": 0.07153733819723129,
"m": 1.0
},
{
"p": 0.07152435928583145,
"m": 1.0
},
{
"p": 0.07147219777107239,
"m": 1.0
},
{
"p": 0.0715533047914505,
"m": 1.0
},
{
"p": 0.07143475860357285,
"m": 1.0
},
{
"p": 0.0714617520570755,
"m": 1.0
},
{
"p": 0.0716177225112915,
"m": 1.0
},
{
"p": 0.07102447748184204,
"m": 1.0
}
]
},
{
"epoch": 99,
"train_loss": 1.8935191631317139,
"val_loss": 0.9204384088516235,
"acc": 69.14,
"time": 239.2691378761083,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714525654911995,
"m": 1.0
},
{
"p": 0.07118107378482819,
"m": 1.0
},
{
"p": 0.07142918556928635,
"m": 1.0
},
{
"p": 0.07134076952934265,
"m": 1.0
},
{
"p": 0.07103518396615982,
"m": 1.0
},
{
"p": 0.07135706394910812,
"m": 1.0
},
{
"p": 0.07132185995578766,
"m": 1.0
},
{
"p": 0.07137416303157806,
"m": 1.0
},
{
"p": 0.07143394649028778,
"m": 1.0
},
{
"p": 0.07142885774374008,
"m": 1.0
},
{
"p": 0.0717528760433197,
"m": 1.0
},
{
"p": 0.07153541594743729,
"m": 1.0
},
{
"p": 0.07169009745121002,
"m": 1.0
},
{
"p": 0.07166697084903717,
"m": 1.0
}
]
},
{
"epoch": 100,
"train_loss": 1.8133182525634766,
"val_loss": 0.8377809524536133,
"acc": 70.87,
"time": 239.2185500250198,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142385840415955,
"m": 1.0
},
{
"p": 0.07119732350111008,
"m": 1.0
},
{
"p": 0.07124703377485275,
"m": 1.0
},
{
"p": 0.07155809551477432,
"m": 1.0
},
{
"p": 0.07121634483337402,
"m": 1.0
},
{
"p": 0.0716429203748703,
"m": 1.0
},
{
"p": 0.07137827575206757,
"m": 1.0
},
{
"p": 0.07149285078048706,
"m": 1.0
},
{
"p": 0.0715942308306694,
"m": 1.0
},
{
"p": 0.07164616137742996,
"m": 1.0
},
{
"p": 0.0714213103055954,
"m": 1.0
},
{
"p": 0.07130849361419678,
"m": 1.0
},
{
"p": 0.07152311503887177,
"m": 1.0
},
{
"p": 0.07134994119405746,
"m": 1.0
}
]
},
{
"epoch": 101,
"train_loss": 1.8425734043121338,
"val_loss": 0.7566500306129456,
"acc": 70.94,
"time": 241.47750762058422,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07162144035100937,
"m": 1.0
},
{
"p": 0.07136795669794083,
"m": 1.0
},
{
"p": 0.07128618657588959,
"m": 1.0
},
{
"p": 0.07138842344284058,
"m": 1.0
},
{
"p": 0.07130106538534164,
"m": 1.0
},
{
"p": 0.07114003598690033,
"m": 1.0
},
{
"p": 0.0712859034538269,
"m": 1.0
},
{
"p": 0.07136553525924683,
"m": 1.0
},
{
"p": 0.07166099548339844,
"m": 1.0
},
{
"p": 0.07157862186431885,
"m": 1.0
},
{
"p": 0.07147139310836792,
"m": 1.0
},
{
"p": 0.07170499116182327,
"m": 1.0
},
{
"p": 0.07144276052713394,
"m": 1.0
},
{
"p": 0.0713847279548645,
"m": 1.0
}
]
},
{
"epoch": 102,
"train_loss": 1.5630874633789062,
"val_loss": 0.7863962054252625,
"acc": 71.94,
"time": 238.99751262785867,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07156822830438614,
"m": 1.0
},
{
"p": 0.07147006690502167,
"m": 1.0
},
{
"p": 0.07139527052640915,
"m": 1.0
},
{
"p": 0.07129105925559998,
"m": 1.0
},
{
"p": 0.0713631883263588,
"m": 1.0
},
{
"p": 0.07140488922595978,
"m": 1.0
},
{
"p": 0.07128741592168808,
"m": 1.0
},
{
"p": 0.07149746268987656,
"m": 1.0
},
{
"p": 0.07166028767824173,
"m": 1.0
},
{
"p": 0.07147067040205002,
"m": 1.0
},
{
"p": 0.07137348502874374,
"m": 1.0
},
{
"p": 0.07146402448415756,
"m": 1.0
},
{
"p": 0.07133129239082336,
"m": 1.0
},
{
"p": 0.07142264395952225,
"m": 1.0
}
]
},
{
"epoch": 103,
"train_loss": 1.62466561794281,
"val_loss": 0.7815817594528198,
"acc": 69.93,
"time": 239.32228012988344,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07147236913442612,
"m": 1.0
},
{
"p": 0.07109137624502182,
"m": 1.0
},
{
"p": 0.0713004320859909,
"m": 1.0
},
{
"p": 0.07143538445234299,
"m": 1.0
},
{
"p": 0.07124141603708267,
"m": 1.0
},
{
"p": 0.071400485932827,
"m": 1.0
},
{
"p": 0.0715697631239891,
"m": 1.0
},
{
"p": 0.07139602303504944,
"m": 1.0
},
{
"p": 0.07181727886199951,
"m": 1.0
},
{
"p": 0.07125246524810791,
"m": 1.0
},
{
"p": 0.0715705156326294,
"m": 1.0
},
{
"p": 0.07147293537855148,
"m": 1.0
},
{
"p": 0.0714949443936348,
"m": 1.0
},
{
"p": 0.07148458808660507,
"m": 1.0
}
]
},
{
"epoch": 104,
"train_loss": 1.4728662967681885,
"val_loss": 0.8433734178543091,
"acc": 70.13,
"time": 240.11947459820658,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07145906239748001,
"m": 1.0
},
{
"p": 0.07158289849758148,
"m": 1.0
},
{
"p": 0.0714181438088417,
"m": 1.0
},
{
"p": 0.07159311324357986,
"m": 1.0
},
{
"p": 0.07135563343763351,
"m": 1.0
},
{
"p": 0.07126522064208984,
"m": 1.0
},
{
"p": 0.07112324982881546,
"m": 1.0
},
{
"p": 0.07142231613397598,
"m": 1.0
},
{
"p": 0.07138802856206894,
"m": 1.0
},
{
"p": 0.07149732857942581,
"m": 1.0
},
{
"p": 0.07167620211839676,
"m": 1.0
},
{
"p": 0.07131702452898026,
"m": 1.0
},
{
"p": 0.07154323160648346,
"m": 1.0
},
{
"p": 0.07135855406522751,
"m": 1.0
}
]
},
{
"epoch": 105,
"train_loss": 1.5564346313476562,
"val_loss": 0.9050300121307373,
"acc": 72.13,
"time": 239.68744218209758,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07160106301307678,
"m": 1.0
},
{
"p": 0.07123490422964096,
"m": 1.0
},
{
"p": 0.0716223195195198,
"m": 1.0
},
{
"p": 0.07158266752958298,
"m": 1.0
},
{
"p": 0.07129885256290436,
"m": 1.0
},
{
"p": 0.07136575877666473,
"m": 1.0
},
{
"p": 0.07142430543899536,
"m": 1.0
},
{
"p": 0.0714411810040474,
"m": 1.0
},
{
"p": 0.07141457498073578,
"m": 1.0
},
{
"p": 0.07141054421663284,
"m": 1.0
},
{
"p": 0.07138095796108246,
"m": 1.0
},
{
"p": 0.07132364064455032,
"m": 1.0
},
{
"p": 0.07156655192375183,
"m": 1.0
},
{
"p": 0.07133261859416962,
"m": 1.0
}
]
},
{
"epoch": 106,
"train_loss": 1.3826791048049927,
"val_loss": 0.7985543608665466,
"acc": 71.25,
"time": 239.21835303120315,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142826169729233,
"m": 1.0
},
{
"p": 0.07141924649477005,
"m": 1.0
},
{
"p": 0.07155618071556091,
"m": 1.0
},
{
"p": 0.0715559795498848,
"m": 1.0
},
{
"p": 0.07127443701028824,
"m": 1.0
},
{
"p": 0.0712885707616806,
"m": 1.0
},
{
"p": 0.0713682472705841,
"m": 1.0
},
{
"p": 0.07135061174631119,
"m": 1.0
},
{
"p": 0.07147493958473206,
"m": 1.0
},
{
"p": 0.07147102057933807,
"m": 1.0
},
{
"p": 0.07150913029909134,
"m": 1.0
},
{
"p": 0.07137686759233475,
"m": 1.0
},
{
"p": 0.0713978111743927,
"m": 1.0
},
{
"p": 0.07152871787548065,
"m": 1.0
}
]
},
{
"epoch": 107,
"train_loss": 1.6105563640594482,
"val_loss": 0.7727288603782654,
"acc": 70.91,
"time": 240.83860412985086,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07138073444366455,
"m": 1.0
},
{
"p": 0.07129822671413422,
"m": 1.0
},
{
"p": 0.07140270620584488,
"m": 1.0
},
{
"p": 0.07150773704051971,
"m": 1.0
},
{
"p": 0.07132843881845474,
"m": 1.0
},
{
"p": 0.07138235867023468,
"m": 1.0
},
{
"p": 0.07136110961437225,
"m": 1.0
},
{
"p": 0.07154641300439835,
"m": 1.0
},
{
"p": 0.07160289585590363,
"m": 1.0
},
{
"p": 0.07129117846488953,
"m": 1.0
},
{
"p": 0.07146719098091125,
"m": 1.0
},
{
"p": 0.0716233178973198,
"m": 1.0
},
{
"p": 0.07145616412162781,
"m": 1.0
},
{
"p": 0.0713515430688858,
"m": 1.0
}
]
},
{
"epoch": 108,
"train_loss": 1.7259223461151123,
"val_loss": 1.0340585708618164,
"acc": 70.51,
"time": 238.80332677904516,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07156452536582947,
"m": 1.0
},
{
"p": 0.07106084376573563,
"m": 1.0
},
{
"p": 0.07150150090456009,
"m": 1.0
},
{
"p": 0.07159408926963806,
"m": 1.0
},
{
"p": 0.0713612362742424,
"m": 1.0
},
{
"p": 0.07133226096630096,
"m": 1.0
},
{
"p": 0.0714077576994896,
"m": 1.0
},
{
"p": 0.07153679430484772,
"m": 1.0
},
{
"p": 0.071364626288414,
"m": 1.0
},
{
"p": 0.07134021818637848,
"m": 1.0
},
{
"p": 0.0716669037938118,
"m": 1.0
},
{
"p": 0.07134716957807541,
"m": 1.0
},
{
"p": 0.0713932141661644,
"m": 1.0
},
{
"p": 0.07152888923883438,
"m": 1.0
}
]
},
{
"epoch": 109,
"train_loss": 1.4620164632797241,
"val_loss": 0.8091200590133667,
"acc": 70.28,
"time": 239.7466970370151,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142393290996552,
"m": 1.0
},
{
"p": 0.07148230075836182,
"m": 1.0
},
{
"p": 0.07134692370891571,
"m": 1.0
},
{
"p": 0.07142305374145508,
"m": 1.0
},
{
"p": 0.07109960168600082,
"m": 1.0
},
{
"p": 0.07123038917779922,
"m": 1.0
},
{
"p": 0.07157572358846664,
"m": 1.0
},
{
"p": 0.07143129408359528,
"m": 1.0
},
{
"p": 0.07148159295320511,
"m": 1.0
},
{
"p": 0.07141376286745071,
"m": 1.0
},
{
"p": 0.07134933024644852,
"m": 1.0
},
{
"p": 0.07153919339179993,
"m": 1.0
},
{
"p": 0.07133408635854721,
"m": 1.0
},
{
"p": 0.07186884433031082,
"m": 1.0
}
]
},
{
"epoch": 110,
"train_loss": 1.5783971548080444,
"val_loss": 0.8567038774490356,
"acc": 71.66,
"time": 240.95814820192754,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144495844841003,
"m": 1.0
},
{
"p": 0.07111140340566635,
"m": 1.0
},
{
"p": 0.07156126946210861,
"m": 1.0
},
{
"p": 0.07157541066408157,
"m": 1.0
},
{
"p": 0.07149330526590347,
"m": 1.0
},
{
"p": 0.0714201107621193,
"m": 1.0
},
{
"p": 0.07139863818883896,
"m": 1.0
},
{
"p": 0.0714384987950325,
"m": 1.0
},
{
"p": 0.07132602483034134,
"m": 1.0
},
{
"p": 0.07150314003229141,
"m": 1.0
},
{
"p": 0.071390800178051,
"m": 1.0
},
{
"p": 0.07156436890363693,
"m": 1.0
},
{
"p": 0.071437306702137,
"m": 1.0
},
{
"p": 0.07133478671312332,
"m": 1.0
}
]
},
{
"epoch": 111,
"train_loss": 1.3912980556488037,
"val_loss": 0.824562668800354,
"acc": 72.52,
"time": 240.3500111051835,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0713198184967041,
"m": 1.0
},
{
"p": 0.07131519168615341,
"m": 1.0
},
{
"p": 0.07151328772306442,
"m": 1.0
},
{
"p": 0.07167214900255203,
"m": 1.0
},
{
"p": 0.07130308449268341,
"m": 1.0
},
{
"p": 0.07136931270360947,
"m": 1.0
},
{
"p": 0.07127770781517029,
"m": 1.0
},
{
"p": 0.07149491459131241,
"m": 1.0
},
{
"p": 0.07146550714969635,
"m": 1.0
},
{
"p": 0.07136548310518265,
"m": 1.0
},
{
"p": 0.0716128870844841,
"m": 1.0
},
{
"p": 0.07150250673294067,
"m": 1.0
},
{
"p": 0.07166285067796707,
"m": 1.0
},
{
"p": 0.07112526148557663,
"m": 1.0
}
]
},
{
"epoch": 112,
"train_loss": 1.986855387687683,
"val_loss": 0.8416553735733032,
"acc": 71.23,
"time": 241.4457356799394,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143064588308334,
"m": 1.0
},
{
"p": 0.07130596786737442,
"m": 1.0
},
{
"p": 0.07140590995550156,
"m": 1.0
},
{
"p": 0.0714673399925232,
"m": 1.0
},
{
"p": 0.07153835892677307,
"m": 1.0
},
{
"p": 0.07142598927021027,
"m": 1.0
},
{
"p": 0.07145167887210846,
"m": 1.0
},
{
"p": 0.07160536199808121,
"m": 1.0
},
{
"p": 0.07149743288755417,
"m": 1.0
},
{
"p": 0.07126277685165405,
"m": 1.0
},
{
"p": 0.07117356359958649,
"m": 1.0
},
{
"p": 0.07145564258098602,
"m": 1.0
},
{
"p": 0.07165051996707916,
"m": 1.0
},
{
"p": 0.07132883369922638,
"m": 1.0
}
]
},
{
"epoch": 113,
"train_loss": 1.5570482015609741,
"val_loss": 0.847104549407959,
"acc": 71.5,
"time": 239.35038421535864,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07153577357530594,
"m": 1.0
},
{
"p": 0.07137539982795715,
"m": 1.0
},
{
"p": 0.07166287302970886,
"m": 1.0
},
{
"p": 0.07146289199590683,
"m": 1.0
},
{
"p": 0.07120534032583237,
"m": 1.0
},
{
"p": 0.07104621082544327,
"m": 1.0
},
{
"p": 0.07167621701955795,
"m": 1.0
},
{
"p": 0.07131702452898026,
"m": 1.0
},
{
"p": 0.07162470370531082,
"m": 1.0
},
{
"p": 0.0715814158320427,
"m": 1.0
},
{
"p": 0.07124596834182739,
"m": 1.0
},
{
"p": 0.07144720107316971,
"m": 1.0
},
{
"p": 0.07176593691110611,
"m": 1.0
},
{
"p": 0.07105305045843124,
"m": 1.0
}
]
},
{
"epoch": 114,
"train_loss": 1.7136411666870117,
"val_loss": 0.8015102744102478,
"acc": 71.13,
"time": 239.72186294011772,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0715569481253624,
"m": 1.0
},
{
"p": 0.07142171263694763,
"m": 1.0
},
{
"p": 0.07149476557970047,
"m": 1.0
},
{
"p": 0.07159052789211273,
"m": 1.0
},
{
"p": 0.07145705819129944,
"m": 1.0
},
{
"p": 0.07122842967510223,
"m": 1.0
},
{
"p": 0.07139911502599716,
"m": 1.0
},
{
"p": 0.07144344598054886,
"m": 1.0
},
{
"p": 0.07143262028694153,
"m": 1.0
},
{
"p": 0.07149094343185425,
"m": 1.0
},
{
"p": 0.07138744741678238,
"m": 1.0
},
{
"p": 0.0712418183684349,
"m": 1.0
},
{
"p": 0.07137143611907959,
"m": 1.0
},
{
"p": 0.07148372381925583,
"m": 1.0
}
]
},
{
"epoch": 115,
"train_loss": 1.4194004535675049,
"val_loss": 0.8949131369590759,
"acc": 71.01,
"time": 239.87805111473426,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0713442787528038,
"m": 1.0
},
{
"p": 0.0710940733551979,
"m": 1.0
},
{
"p": 0.07156682759523392,
"m": 1.0
},
{
"p": 0.0715857669711113,
"m": 1.0
},
{
"p": 0.07139304280281067,
"m": 1.0
},
{
"p": 0.07136708498001099,
"m": 1.0
},
{
"p": 0.0715317502617836,
"m": 1.0
},
{
"p": 0.07139414548873901,
"m": 1.0
},
{
"p": 0.0714760273694992,
"m": 1.0
},
{
"p": 0.07143232971429825,
"m": 1.0
},
{
"p": 0.0713510513305664,
"m": 1.0
},
{
"p": 0.07147558778524399,
"m": 1.0
},
{
"p": 0.07138493657112122,
"m": 1.0
},
{
"p": 0.07160310447216034,
"m": 1.0
}
]
},
{
"epoch": 116,
"train_loss": 1.497719645500183,
"val_loss": 0.754663348197937,
"acc": 72.13,
"time": 239.5514097213745,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0717729851603508,
"m": 1.0
},
{
"p": 0.07123831659555435,
"m": 1.0
},
{
"p": 0.07161318510770798,
"m": 1.0
},
{
"p": 0.07138907164335251,
"m": 1.0
},
{
"p": 0.07098560035228729,
"m": 1.0
},
{
"p": 0.07129526138305664,
"m": 1.0
},
{
"p": 0.07138723134994507,
"m": 1.0
},
{
"p": 0.07137347757816315,
"m": 1.0
},
{
"p": 0.0715331956744194,
"m": 1.0
},
{
"p": 0.07161681354045868,
"m": 1.0
},
{
"p": 0.07146075367927551,
"m": 1.0
},
{
"p": 0.07161124795675278,
"m": 1.0
},
{
"p": 0.07132608443498611,
"m": 1.0
},
{
"p": 0.07139681279659271,
"m": 1.0
}
]
},
{
"epoch": 117,
"train_loss": 1.5393600463867188,
"val_loss": 0.8360680937767029,
"acc": 71.62,
"time": 239.42721022712067,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07131808251142502,
"m": 1.0
},
{
"p": 0.07147562503814697,
"m": 1.0
},
{
"p": 0.07150787860155106,
"m": 1.0
},
{
"p": 0.07138155400753021,
"m": 1.0
},
{
"p": 0.07149973511695862,
"m": 1.0
},
{
"p": 0.07144374400377274,
"m": 1.0
},
{
"p": 0.07127338647842407,
"m": 1.0
},
{
"p": 0.07145607471466064,
"m": 1.0
},
{
"p": 0.07143399119377136,
"m": 1.0
},
{
"p": 0.0713079497218132,
"m": 1.0
},
{
"p": 0.07143651694059372,
"m": 1.0
},
{
"p": 0.07147056609392166,
"m": 1.0
},
{
"p": 0.07161597907543182,
"m": 1.0
},
{
"p": 0.07137893885374069,
"m": 1.0
}
]
},
{
"epoch": 118,
"train_loss": 1.6279886960983276,
"val_loss": 0.8748980760574341,
"acc": 71.77,
"time": 239.4507241039537,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07149285823106766,
"m": 1.0
},
{
"p": 0.07146520167589188,
"m": 1.0
},
{
"p": 0.07148106396198273,
"m": 1.0
},
{
"p": 0.07149244844913483,
"m": 1.0
},
{
"p": 0.07123179733753204,
"m": 1.0
},
{
"p": 0.0712587982416153,
"m": 1.0
},
{
"p": 0.07128801196813583,
"m": 1.0
},
{
"p": 0.07152373343706131,
"m": 1.0
},
{
"p": 0.07147016376256943,
"m": 1.0
},
{
"p": 0.0716223195195198,
"m": 1.0
},
{
"p": 0.07145346701145172,
"m": 1.0
},
{
"p": 0.07131414860486984,
"m": 1.0
},
{
"p": 0.07147949188947678,
"m": 1.0
},
{
"p": 0.07142644375562668,
"m": 1.0
}
]
},
{
"epoch": 119,
"train_loss": 1.4215130805969238,
"val_loss": 0.8038071990013123,
"acc": 71.26,
"time": 240.28175478428602,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07130621373653412,
"m": 1.0
},
{
"p": 0.07125517725944519,
"m": 1.0
},
{
"p": 0.07149028778076172,
"m": 1.0
},
{
"p": 0.07138389348983765,
"m": 1.0
},
{
"p": 0.07109368592500687,
"m": 1.0
},
{
"p": 0.0714523047208786,
"m": 1.0
},
{
"p": 0.07141966372728348,
"m": 1.0
},
{
"p": 0.07138344645500183,
"m": 1.0
},
{
"p": 0.07145142555236816,
"m": 1.0
},
{
"p": 0.07143262028694153,
"m": 1.0
},
{
"p": 0.07157868146896362,
"m": 1.0
},
{
"p": 0.07159237563610077,
"m": 1.0
},
{
"p": 0.07163935899734497,
"m": 1.0
},
{
"p": 0.07152090966701508,
"m": 1.0
}
]
},
{
"epoch": 120,
"train_loss": 1.6758642196655273,
"val_loss": 0.8050438165664673,
"acc": 72.88,
"time": 239.87187485210598,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07145968824625015,
"m": 1.0
},
{
"p": 0.07121296972036362,
"m": 1.0
},
{
"p": 0.07128145545721054,
"m": 1.0
},
{
"p": 0.0714530274271965,
"m": 1.0
},
{
"p": 0.071153923869133,
"m": 1.0
},
{
"p": 0.07134194672107697,
"m": 1.0
},
{
"p": 0.07145766913890839,
"m": 1.0
},
{
"p": 0.07164683192968369,
"m": 1.0
},
{
"p": 0.0715935230255127,
"m": 1.0
},
{
"p": 0.07135642319917679,
"m": 1.0
},
{
"p": 0.07153633236885071,
"m": 1.0
},
{
"p": 0.07138927280902863,
"m": 1.0
},
{
"p": 0.07176338136196136,
"m": 1.0
},
{
"p": 0.07135353982448578,
"m": 1.0
}
]
},
{
"epoch": 121,
"train_loss": 1.518902063369751,
"val_loss": 0.8978962302207947,
"acc": 69.92,
"time": 240.38033648440614,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0713706985116005,
"m": 1.0
},
{
"p": 0.07133381813764572,
"m": 1.0
},
{
"p": 0.07130184024572372,
"m": 1.0
},
{
"p": 0.07125144451856613,
"m": 1.0
},
{
"p": 0.07118069380521774,
"m": 1.0
},
{
"p": 0.07148780673742294,
"m": 1.0
},
{
"p": 0.07145329564809799,
"m": 1.0
},
{
"p": 0.07142604887485504,
"m": 1.0
},
{
"p": 0.07143387198448181,
"m": 1.0
},
{
"p": 0.07170846313238144,
"m": 1.0
},
{
"p": 0.07171168923377991,
"m": 1.0
},
{
"p": 0.07133005559444427,
"m": 1.0
},
{
"p": 0.07146142423152924,
"m": 1.0
},
{
"p": 0.07154883444309235,
"m": 1.0
}
]
},
{
"epoch": 122,
"train_loss": 1.9665950536727905,
"val_loss": 0.8835862278938293,
"acc": 72.03,
"time": 239.60753816971555,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07161589711904526,
"m": 1.0
},
{
"p": 0.07126785814762115,
"m": 1.0
},
{
"p": 0.07133084535598755,
"m": 1.0
},
{
"p": 0.07132036983966827,
"m": 1.0
},
{
"p": 0.0715632364153862,
"m": 1.0
},
{
"p": 0.07122404873371124,
"m": 1.0
},
{
"p": 0.07138560712337494,
"m": 1.0
},
{
"p": 0.0717567577958107,
"m": 1.0
},
{
"p": 0.07132312655448914,
"m": 1.0
},
{
"p": 0.07151668518781662,
"m": 1.0
},
{
"p": 0.07159791141748428,
"m": 1.0
},
{
"p": 0.07112567126750946,
"m": 1.0
},
{
"p": 0.07151564955711365,
"m": 1.0
},
{
"p": 0.07145632058382034,
"m": 1.0
}
]
},
{
"epoch": 123,
"train_loss": 1.418114185333252,
"val_loss": 0.844804048538208,
"acc": 70.56,
"time": 239.71372839994729,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07136747986078262,
"m": 1.0
},
{
"p": 0.07133100926876068,
"m": 1.0
},
{
"p": 0.07136373966932297,
"m": 1.0
},
{
"p": 0.07142776995897293,
"m": 1.0
},
{
"p": 0.07128272950649261,
"m": 1.0
},
{
"p": 0.07105592638254166,
"m": 1.0
},
{
"p": 0.0716436356306076,
"m": 1.0
},
{
"p": 0.07143179327249527,
"m": 1.0
},
{
"p": 0.07165605574846268,
"m": 1.0
},
{
"p": 0.07143783569335938,
"m": 1.0
},
{
"p": 0.07144975662231445,
"m": 1.0
},
{
"p": 0.07154499739408493,
"m": 1.0
},
{
"p": 0.07161800563335419,
"m": 1.0
},
{
"p": 0.07138925045728683,
"m": 1.0
}
]
},
{
"epoch": 124,
"train_loss": 1.4683969020843506,
"val_loss": 0.7649316787719727,
"acc": 72.06,
"time": 239.42030184576288,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07131703943014145,
"m": 1.0
},
{
"p": 0.07127884030342102,
"m": 1.0
},
{
"p": 0.07154733687639236,
"m": 1.0
},
{
"p": 0.0716564953327179,
"m": 1.0
},
{
"p": 0.07148505002260208,
"m": 1.0
},
{
"p": 0.07132063060998917,
"m": 1.0
},
{
"p": 0.07140778005123138,
"m": 1.0
},
{
"p": 0.07117791473865509,
"m": 1.0
},
{
"p": 0.0715569406747818,
"m": 1.0
},
{
"p": 0.07138828933238983,
"m": 1.0
},
{
"p": 0.07160907238721848,
"m": 1.0
},
{
"p": 0.07144907861948013,
"m": 1.0
},
{
"p": 0.07150517404079437,
"m": 1.0
},
{
"p": 0.07130032032728195,
"m": 1.0
}
]
},
{
"epoch": 125,
"train_loss": 1.7616690397262573,
"val_loss": 0.8032057285308838,
"acc": 71.14,
"time": 239.17646278208122,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07146802544593811,
"m": 1.0
},
{
"p": 0.07150311022996902,
"m": 1.0
},
{
"p": 0.07158003002405167,
"m": 1.0
},
{
"p": 0.07133037596940994,
"m": 1.0
},
{
"p": 0.07120240479707718,
"m": 1.0
},
{
"p": 0.07111924141645432,
"m": 1.0
},
{
"p": 0.0712255984544754,
"m": 1.0
},
{
"p": 0.07153322547674179,
"m": 1.0
},
{
"p": 0.0715605840086937,
"m": 1.0
},
{
"p": 0.07170888036489487,
"m": 1.0
},
{
"p": 0.0714404284954071,
"m": 1.0
},
{
"p": 0.07146251946687698,
"m": 1.0
},
{
"p": 0.07180377095937729,
"m": 1.0
},
{
"p": 0.07106177508831024,
"m": 1.0
}
]
},
{
"epoch": 126,
"train_loss": 1.2329152822494507,
"val_loss": 0.7701970338821411,
"acc": 72.23,
"time": 240.35187215311453,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0713510662317276,
"m": 1.0
},
{
"p": 0.07145484536886215,
"m": 1.0
},
{
"p": 0.07166154682636261,
"m": 1.0
},
{
"p": 0.07152105122804642,
"m": 1.0
},
{
"p": 0.07146932184696198,
"m": 1.0
},
{
"p": 0.07121625542640686,
"m": 1.0
},
{
"p": 0.07132503390312195,
"m": 1.0
},
{
"p": 0.07137971371412277,
"m": 1.0
},
{
"p": 0.07157229632139206,
"m": 1.0
},
{
"p": 0.07135751098394394,
"m": 1.0
},
{
"p": 0.07138259708881378,
"m": 1.0
},
{
"p": 0.0715525895357132,
"m": 1.0
},
{
"p": 0.07146662473678589,
"m": 1.0
},
{
"p": 0.07128958404064178,
"m": 1.0
}
]
},
{
"epoch": 127,
"train_loss": 1.2565009593963623,
"val_loss": 0.8266211152076721,
"acc": 71.03,
"time": 239.32682428881526,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07134104520082474,
"m": 1.0
},
{
"p": 0.0709838941693306,
"m": 1.0
},
{
"p": 0.07164112478494644,
"m": 1.0
},
{
"p": 0.0714293047785759,
"m": 1.0
},
{
"p": 0.07128079980611801,
"m": 1.0
},
{
"p": 0.07113055884838104,
"m": 1.0
},
{
"p": 0.07172026485204697,
"m": 1.0
},
{
"p": 0.07152684032917023,
"m": 1.0
},
{
"p": 0.07144326716661453,
"m": 1.0
},
{
"p": 0.07151477783918381,
"m": 1.0
},
{
"p": 0.07149243354797363,
"m": 1.0
},
{
"p": 0.07150734961032867,
"m": 1.0
},
{
"p": 0.07169606536626816,
"m": 1.0
},
{
"p": 0.07129229605197906,
"m": 1.0
}
]
},
{
"epoch": 128,
"train_loss": 1.6881436109542847,
"val_loss": 0.8274701833724976,
"acc": 72.4,
"time": 239.53764585778117,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07145200669765472,
"m": 1.0
},
{
"p": 0.07105213403701782,
"m": 1.0
},
{
"p": 0.07144337147474289,
"m": 1.0
},
{
"p": 0.07154284417629242,
"m": 1.0
},
{
"p": 0.07115773111581802,
"m": 1.0
},
{
"p": 0.071439728140831,
"m": 1.0
},
{
"p": 0.07173874974250793,
"m": 1.0
},
{
"p": 0.07167408615350723,
"m": 1.0
},
{
"p": 0.07135909795761108,
"m": 1.0
},
{
"p": 0.07153599709272385,
"m": 1.0
},
{
"p": 0.07122119516134262,
"m": 1.0
},
{
"p": 0.07143893092870712,
"m": 1.0
},
{
"p": 0.07147197425365448,
"m": 1.0
},
{
"p": 0.07147213816642761,
"m": 1.0
}
]
},
{
"epoch": 129,
"train_loss": 1.857118010520935,
"val_loss": 0.786906898021698,
"acc": 71.95,
"time": 240.1477777948603,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07156446576118469,
"m": 1.0
},
{
"p": 0.0712205022573471,
"m": 1.0
},
{
"p": 0.0714477151632309,
"m": 1.0
},
{
"p": 0.07129880785942078,
"m": 1.0
},
{
"p": 0.07151211053133011,
"m": 1.0
},
{
"p": 0.07146434485912323,
"m": 1.0
},
{
"p": 0.0713677629828453,
"m": 1.0
},
{
"p": 0.07162237167358398,
"m": 1.0
},
{
"p": 0.07130450010299683,
"m": 1.0
},
{
"p": 0.0712529867887497,
"m": 1.0
},
{
"p": 0.07160551100969315,
"m": 1.0
},
{
"p": 0.07148446887731552,
"m": 1.0
},
{
"p": 0.07156259566545486,
"m": 1.0
},
{
"p": 0.07129184156656265,
"m": 1.0
}
]
},
{
"epoch": 130,
"train_loss": 1.6353387832641602,
"val_loss": 0.7438234686851501,
"acc": 72.99,
"time": 240.04501833068207,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07152906060218811,
"m": 1.0
},
{
"p": 0.07150141894817352,
"m": 1.0
},
{
"p": 0.0714089572429657,
"m": 1.0
},
{
"p": 0.07136444747447968,
"m": 1.0
},
{
"p": 0.07151058316230774,
"m": 1.0
},
{
"p": 0.0714314877986908,
"m": 1.0
},
{
"p": 0.07140955328941345,
"m": 1.0
},
{
"p": 0.0713944211602211,
"m": 1.0
},
{
"p": 0.07138091325759888,
"m": 1.0
},
{
"p": 0.07119861990213394,
"m": 1.0
},
{
"p": 0.07132872194051743,
"m": 1.0
},
{
"p": 0.07166386395692825,
"m": 1.0
},
{
"p": 0.07151799649000168,
"m": 1.0
},
{
"p": 0.07135999947786331,
"m": 1.0
}
]
},
{
"epoch": 131,
"train_loss": 1.3009122610092163,
"val_loss": 0.7391095161437988,
"acc": 72.45,
"time": 239.56734634004533,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07162298262119293,
"m": 1.0
},
{
"p": 0.07141444832086563,
"m": 1.0
},
{
"p": 0.07162701338529587,
"m": 1.0
},
{
"p": 0.07112710922956467,
"m": 1.0
},
{
"p": 0.07136273384094238,
"m": 1.0
},
{
"p": 0.07131373137235641,
"m": 1.0
},
{
"p": 0.07147383689880371,
"m": 1.0
},
{
"p": 0.07165943086147308,
"m": 1.0
},
{
"p": 0.07131374627351761,
"m": 1.0
},
{
"p": 0.0715528130531311,
"m": 1.0
},
{
"p": 0.07146891206502914,
"m": 1.0
},
{
"p": 0.07143013179302216,
"m": 1.0
},
{
"p": 0.07157952338457108,
"m": 1.0
},
{
"p": 0.07105355709791183,
"m": 1.0
}
]
},
{
"epoch": 132,
"train_loss": 1.6198320388793945,
"val_loss": 0.8295585513114929,
"acc": 71.8,
"time": 239.39137365669012,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07155600935220718,
"m": 1.0
},
{
"p": 0.07131015509366989,
"m": 1.0
},
{
"p": 0.0714639276266098,
"m": 1.0
},
{
"p": 0.07103605568408966,
"m": 1.0
},
{
"p": 0.07148925215005875,
"m": 1.0
},
{
"p": 0.07154519110918045,
"m": 1.0
},
{
"p": 0.07146312296390533,
"m": 1.0
},
{
"p": 0.07139835506677628,
"m": 1.0
},
{
"p": 0.07162775099277496,
"m": 1.0
},
{
"p": 0.07131240516901016,
"m": 1.0
},
{
"p": 0.07151699811220169,
"m": 1.0
},
{
"p": 0.07144598662853241,
"m": 1.0
},
{
"p": 0.07167636603116989,
"m": 1.0
},
{
"p": 0.07115843147039413,
"m": 1.0
}
]
},
{
"epoch": 133,
"train_loss": 1.5447824001312256,
"val_loss": 0.6950473785400391,
"acc": 72.74,
"time": 239.7767716529779,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07146945595741272,
"m": 1.0
},
{
"p": 0.07156884670257568,
"m": 1.0
},
{
"p": 0.07147790491580963,
"m": 1.0
},
{
"p": 0.0710146352648735,
"m": 1.0
},
{
"p": 0.07115810364484787,
"m": 1.0
},
{
"p": 0.0715864822268486,
"m": 1.0
},
{
"p": 0.07131966948509216,
"m": 1.0
},
{
"p": 0.07135461270809174,
"m": 1.0
},
{
"p": 0.07127846032381058,
"m": 1.0
},
{
"p": 0.07158545404672623,
"m": 1.0
},
{
"p": 0.07164052873849869,
"m": 1.0
},
{
"p": 0.07164424657821655,
"m": 1.0
},
{
"p": 0.07141488790512085,
"m": 1.0
},
{
"p": 0.07148675620555878,
"m": 1.0
}
]
},
{
"epoch": 134,
"train_loss": 1.5886285305023193,
"val_loss": 0.8626854419708252,
"acc": 71.11,
"time": 240.25278201512992,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07123593240976334,
"m": 1.0
},
{
"p": 0.07124131172895432,
"m": 1.0
},
{
"p": 0.07166018337011337,
"m": 1.0
},
{
"p": 0.07165798544883728,
"m": 1.0
},
{
"p": 0.07102898508310318,
"m": 1.0
},
{
"p": 0.07113873213529587,
"m": 1.0
},
{
"p": 0.0713324323296547,
"m": 1.0
},
{
"p": 0.07143010199069977,
"m": 1.0
},
{
"p": 0.07126832008361816,
"m": 1.0
},
{
"p": 0.07155456393957138,
"m": 1.0
},
{
"p": 0.07157360017299652,
"m": 1.0
},
{
"p": 0.07174437493085861,
"m": 1.0
},
{
"p": 0.07159897685050964,
"m": 1.0
},
{
"p": 0.07153449207544327,
"m": 1.0
}
]
},
{
"epoch": 135,
"train_loss": 1.6225452423095703,
"val_loss": 0.8190122842788696,
"acc": 72.22,
"time": 239.15907033765689,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07163570076227188,
"m": 1.0
},
{
"p": 0.07136327773332596,
"m": 1.0
},
{
"p": 0.07137679308652878,
"m": 1.0
},
{
"p": 0.07143532484769821,
"m": 1.0
},
{
"p": 0.07112612575292587,
"m": 1.0
},
{
"p": 0.07117827981710434,
"m": 1.0
},
{
"p": 0.07136329263448715,
"m": 1.0
},
{
"p": 0.07147032022476196,
"m": 1.0
},
{
"p": 0.07137816399335861,
"m": 1.0
},
{
"p": 0.07125332206487656,
"m": 1.0
},
{
"p": 0.07135672867298126,
"m": 1.0
},
{
"p": 0.07183174043893814,
"m": 1.0
},
{
"p": 0.07178772985935211,
"m": 1.0
},
{
"p": 0.07144322246313095,
"m": 1.0
}
]
},
{
"epoch": 136,
"train_loss": 1.4327385425567627,
"val_loss": 0.7068827152252197,
"acc": 73.18,
"time": 239.54587464919314,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07155543565750122,
"m": 1.0
},
{
"p": 0.07116800546646118,
"m": 1.0
},
{
"p": 0.07186192274093628,
"m": 1.0
},
{
"p": 0.07166390120983124,
"m": 1.0
},
{
"p": 0.07146377116441727,
"m": 1.0
},
{
"p": 0.0709448978304863,
"m": 1.0
},
{
"p": 0.07128598541021347,
"m": 1.0
},
{
"p": 0.07169103622436523,
"m": 1.0
},
{
"p": 0.0714229941368103,
"m": 1.0
},
{
"p": 0.07119310647249222,
"m": 1.0
},
{
"p": 0.07141754031181335,
"m": 1.0
},
{
"p": 0.07138463854789734,
"m": 1.0
},
{
"p": 0.07146256417036057,
"m": 1.0
},
{
"p": 0.07148414105176926,
"m": 1.0
}
]
},
{
"epoch": 137,
"train_loss": 1.5060006380081177,
"val_loss": 0.7288249135017395,
"acc": 72.56,
"time": 240.87286838935688,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07145174592733383,
"m": 1.0
},
{
"p": 0.07120531052350998,
"m": 1.0
},
{
"p": 0.07145921885967255,
"m": 1.0
},
{
"p": 0.07167036086320877,
"m": 1.0
},
{
"p": 0.07139057666063309,
"m": 1.0
},
{
"p": 0.07140756398439407,
"m": 1.0
},
{
"p": 0.0715201273560524,
"m": 1.0
},
{
"p": 0.07148384302854538,
"m": 1.0
},
{
"p": 0.07135622203350067,
"m": 1.0
},
{
"p": 0.07140575349330902,
"m": 1.0
},
{
"p": 0.0713251382112503,
"m": 1.0
},
{
"p": 0.07137613743543625,
"m": 1.0
},
{
"p": 0.07179234176874161,
"m": 1.0
},
{
"p": 0.07115565985441208,
"m": 1.0
}
]
},
{
"epoch": 138,
"train_loss": 1.377493977546692,
"val_loss": 0.7471710443496704,
"acc": 72.18,
"time": 240.03065066225827,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07141675800085068,
"m": 1.0
},
{
"p": 0.0713672786951065,
"m": 1.0
},
{
"p": 0.0716327354311943,
"m": 1.0
},
{
"p": 0.07128001749515533,
"m": 1.0
},
{
"p": 0.07114406675100327,
"m": 1.0
},
{
"p": 0.07123824954032898,
"m": 1.0
},
{
"p": 0.07153863459825516,
"m": 1.0
},
{
"p": 0.07144378125667572,
"m": 1.0
},
{
"p": 0.07128167897462845,
"m": 1.0
},
{
"p": 0.07139129191637039,
"m": 1.0
},
{
"p": 0.07153888046741486,
"m": 1.0
},
{
"p": 0.07157709449529648,
"m": 1.0
},
{
"p": 0.07159885764122009,
"m": 1.0
},
{
"p": 0.07155071198940277,
"m": 1.0
}
]
},
{
"epoch": 139,
"train_loss": 1.3798773288726807,
"val_loss": 0.7686387300491333,
"acc": 72.39,
"time": 240.19060500198975,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143739610910416,
"m": 1.0
},
{
"p": 0.0713101252913475,
"m": 1.0
},
{
"p": 0.07139955461025238,
"m": 1.0
},
{
"p": 0.07158460468053818,
"m": 1.0
},
{
"p": 0.07126379758119583,
"m": 1.0
},
{
"p": 0.07134921103715897,
"m": 1.0
},
{
"p": 0.07128195464611053,
"m": 1.0
},
{
"p": 0.07129377126693726,
"m": 1.0
},
{
"p": 0.07139714807271957,
"m": 1.0
},
{
"p": 0.07167650759220123,
"m": 1.0
},
{
"p": 0.07156948000192642,
"m": 1.0
},
{
"p": 0.07151667028665543,
"m": 1.0
},
{
"p": 0.07129143923521042,
"m": 1.0
},
{
"p": 0.07162836939096451,
"m": 1.0
}
]
},
{
"epoch": 140,
"train_loss": 1.4184080362319946,
"val_loss": 0.7229457497596741,
"acc": 73.08,
"time": 240.18888717284426,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07147882133722305,
"m": 1.0
},
{
"p": 0.07140912860631943,
"m": 1.0
},
{
"p": 0.0715484470129013,
"m": 1.0
},
{
"p": 0.07132057845592499,
"m": 1.0
},
{
"p": 0.0714898630976677,
"m": 1.0
},
{
"p": 0.07137233018875122,
"m": 1.0
},
{
"p": 0.07148374617099762,
"m": 1.0
},
{
"p": 0.0712505653500557,
"m": 1.0
},
{
"p": 0.07144410163164139,
"m": 1.0
},
{
"p": 0.07155526429414749,
"m": 1.0
},
{
"p": 0.07142952084541321,
"m": 1.0
},
{
"p": 0.07158122211694717,
"m": 1.0
},
{
"p": 0.0713997483253479,
"m": 1.0
},
{
"p": 0.07123667001724243,
"m": 1.0
}
]
},
{
"epoch": 141,
"train_loss": 1.2175939083099365,
"val_loss": 0.8769106268882751,
"acc": 73.0,
"time": 239.0746517837979,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714356079697609,
"m": 1.0
},
{
"p": 0.0713510811328888,
"m": 1.0
},
{
"p": 0.07150007784366608,
"m": 1.0
},
{
"p": 0.07131243497133255,
"m": 1.0
},
{
"p": 0.07128096371889114,
"m": 1.0
},
{
"p": 0.07112274318933487,
"m": 1.0
},
{
"p": 0.07151112705469131,
"m": 1.0
},
{
"p": 0.071663498878479,
"m": 1.0
},
{
"p": 0.07129570841789246,
"m": 1.0
},
{
"p": 0.0716281533241272,
"m": 1.0
},
{
"p": 0.071571484208107,
"m": 1.0
},
{
"p": 0.07152555882930756,
"m": 1.0
},
{
"p": 0.07144621014595032,
"m": 1.0
},
{
"p": 0.07135531306266785,
"m": 1.0
}
]
},
{
"epoch": 142,
"train_loss": 1.3749839067459106,
"val_loss": 0.8577167987823486,
"acc": 72.45,
"time": 239.83322886982933,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07141216844320297,
"m": 1.0
},
{
"p": 0.07109499722719193,
"m": 1.0
},
{
"p": 0.07126199454069138,
"m": 1.0
},
{
"p": 0.07130466401576996,
"m": 1.0
},
{
"p": 0.07128149271011353,
"m": 1.0
},
{
"p": 0.07139421254396439,
"m": 1.0
},
{
"p": 0.07158036530017853,
"m": 1.0
},
{
"p": 0.07157202064990997,
"m": 1.0
},
{
"p": 0.07137072086334229,
"m": 1.0
},
{
"p": 0.07135046273469925,
"m": 1.0
},
{
"p": 0.07166993618011475,
"m": 1.0
},
{
"p": 0.07167962193489075,
"m": 1.0
},
{
"p": 0.07161295413970947,
"m": 1.0
},
{
"p": 0.07141438871622086,
"m": 1.0
}
]
},
{
"epoch": 143,
"train_loss": 1.2445415258407593,
"val_loss": 0.8186883330345154,
"acc": 71.73,
"time": 239.96893608290702,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07158888131380081,
"m": 1.0
},
{
"p": 0.07151756435632706,
"m": 1.0
},
{
"p": 0.07145432382822037,
"m": 1.0
},
{
"p": 0.07129675894975662,
"m": 1.0
},
{
"p": 0.07136467844247818,
"m": 1.0
},
{
"p": 0.07123042643070221,
"m": 1.0
},
{
"p": 0.07127899676561356,
"m": 1.0
},
{
"p": 0.07144668698310852,
"m": 1.0
},
{
"p": 0.07148770242929459,
"m": 1.0
},
{
"p": 0.07158536463975906,
"m": 1.0
},
{
"p": 0.07162372022867203,
"m": 1.0
},
{
"p": 0.07116034626960754,
"m": 1.0
},
{
"p": 0.07153560221195221,
"m": 1.0
},
{
"p": 0.07142886519432068,
"m": 1.0
}
]
},
{
"epoch": 144,
"train_loss": 1.6128473281860352,
"val_loss": 0.8906160593032837,
"acc": 72.83,
"time": 240.65264419978485,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07137231528759003,
"m": 1.0
},
{
"p": 0.07126431912183762,
"m": 1.0
},
{
"p": 0.07122758775949478,
"m": 1.0
},
{
"p": 0.07134252041578293,
"m": 1.0
},
{
"p": 0.07132833451032639,
"m": 1.0
},
{
"p": 0.07111217826604843,
"m": 1.0
},
{
"p": 0.07162828743457794,
"m": 1.0
},
{
"p": 0.07170329242944717,
"m": 1.0
},
{
"p": 0.07148045301437378,
"m": 1.0
},
{
"p": 0.07153226435184479,
"m": 1.0
},
{
"p": 0.07136459648609161,
"m": 1.0
},
{
"p": 0.07181300222873688,
"m": 1.0
},
{
"p": 0.07159022986888885,
"m": 1.0
},
{
"p": 0.0712406113743782,
"m": 1.0
}
]
},
{
"epoch": 145,
"train_loss": 1.2298692464828491,
"val_loss": 0.6604663133621216,
"acc": 72.78,
"time": 240.08521373569965,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0712924599647522,
"m": 1.0
},
{
"p": 0.07137534767389297,
"m": 1.0
},
{
"p": 0.07160432636737823,
"m": 1.0
},
{
"p": 0.07135987281799316,
"m": 1.0
},
{
"p": 0.07153881341218948,
"m": 1.0
},
{
"p": 0.0713808536529541,
"m": 1.0
},
{
"p": 0.07130400836467743,
"m": 1.0
},
{
"p": 0.07125372439622879,
"m": 1.0
},
{
"p": 0.07152026146650314,
"m": 1.0
},
{
"p": 0.0714041069149971,
"m": 1.0
},
{
"p": 0.07154516875743866,
"m": 1.0
},
{
"p": 0.07147479057312012,
"m": 1.0
},
{
"p": 0.07141481339931488,
"m": 1.0
},
{
"p": 0.07153147459030151,
"m": 1.0
}
]
},
{
"epoch": 146,
"train_loss": 1.1632014513015747,
"val_loss": 0.7351693511009216,
"acc": 72.84,
"time": 240.86103277094662,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07166428118944168,
"m": 1.0
},
{
"p": 0.07152023911476135,
"m": 1.0
},
{
"p": 0.07130284607410431,
"m": 1.0
},
{
"p": 0.07117569446563721,
"m": 1.0
},
{
"p": 0.07125816494226456,
"m": 1.0
},
{
"p": 0.07141518592834473,
"m": 1.0
},
{
"p": 0.07149209827184677,
"m": 1.0
},
{
"p": 0.07143523544073105,
"m": 1.0
},
{
"p": 0.07125676423311234,
"m": 1.0
},
{
"p": 0.07166736572980881,
"m": 1.0
},
{
"p": 0.07125182449817657,
"m": 1.0
},
{
"p": 0.07150108367204666,
"m": 1.0
},
{
"p": 0.07145325094461441,
"m": 1.0
},
{
"p": 0.07160598784685135,
"m": 1.0
}
]
},
{
"epoch": 147,
"train_loss": 1.2245534658432007,
"val_loss": 0.7762460708618164,
"acc": 72.44,
"time": 240.27579837106168,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07123169302940369,
"m": 1.0
},
{
"p": 0.0713418498635292,
"m": 1.0
},
{
"p": 0.07151924818754196,
"m": 1.0
},
{
"p": 0.07141990214586258,
"m": 1.0
},
{
"p": 0.07137764245271683,
"m": 1.0
},
{
"p": 0.07120195776224136,
"m": 1.0
},
{
"p": 0.07138171046972275,
"m": 1.0
},
{
"p": 0.07150006294250488,
"m": 1.0
},
{
"p": 0.07138624042272568,
"m": 1.0
},
{
"p": 0.07179143279790878,
"m": 1.0
},
{
"p": 0.0715700089931488,
"m": 1.0
},
{
"p": 0.07145114988088608,
"m": 1.0
},
{
"p": 0.07153145223855972,
"m": 1.0
},
{
"p": 0.07129568606615067,
"m": 1.0
}
]
},
{
"epoch": 148,
"train_loss": 1.8060890436172485,
"val_loss": 0.8171921968460083,
"acc": 73.15,
"time": 239.82130125910044,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07170791178941727,
"m": 1.0
},
{
"p": 0.07129450142383575,
"m": 1.0
},
{
"p": 0.07133425772190094,
"m": 1.0
},
{
"p": 0.07144200056791306,
"m": 1.0
},
{
"p": 0.07152580469846725,
"m": 1.0
},
{
"p": 0.0714012011885643,
"m": 1.0
},
{
"p": 0.07155153155326843,
"m": 1.0
},
{
"p": 0.07140281796455383,
"m": 1.0
},
{
"p": 0.0713982880115509,
"m": 1.0
},
{
"p": 0.07159022241830826,
"m": 1.0
},
{
"p": 0.07127533107995987,
"m": 1.0
},
{
"p": 0.07145459949970245,
"m": 1.0
},
{
"p": 0.07124880701303482,
"m": 1.0
},
{
"p": 0.07137268781661987,
"m": 1.0
}
]
},
{
"epoch": 149,
"train_loss": 1.3097370862960815,
"val_loss": 0.9601873755455017,
"acc": 72.62,
"time": 239.81654233997688,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714854896068573,
"m": 1.0
},
{
"p": 0.07111655175685883,
"m": 1.0
},
{
"p": 0.07156620919704437,
"m": 1.0
},
{
"p": 0.07145455479621887,
"m": 1.0
},
{
"p": 0.07128296792507172,
"m": 1.0
},
{
"p": 0.07138268649578094,
"m": 1.0
},
{
"p": 0.07145977020263672,
"m": 1.0
},
{
"p": 0.07150788605213165,
"m": 1.0
},
{
"p": 0.07151200622320175,
"m": 1.0
},
{
"p": 0.07153216004371643,
"m": 1.0
},
{
"p": 0.07131993025541306,
"m": 1.0
},
{
"p": 0.07154633849859238,
"m": 1.0
},
{
"p": 0.07177411764860153,
"m": 1.0
},
{
"p": 0.07105928659439087,
"m": 1.0
}
]
},
{
"epoch": 150,
"train_loss": 1.61954665184021,
"val_loss": 0.6169295310974121,
"acc": 72.98,
"time": 239.6066680289805,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07139208167791367,
"m": 1.0
},
{
"p": 0.07143031805753708,
"m": 1.0
},
{
"p": 0.07134030014276505,
"m": 1.0
},
{
"p": 0.07135014235973358,
"m": 1.0
},
{
"p": 0.07144293189048767,
"m": 1.0
},
{
"p": 0.07127168774604797,
"m": 1.0
},
{
"p": 0.07145275175571442,
"m": 1.0
},
{
"p": 0.07113102078437805,
"m": 1.0
},
{
"p": 0.07153432816267014,
"m": 1.0
},
{
"p": 0.07160498946905136,
"m": 1.0
},
{
"p": 0.07165065407752991,
"m": 1.0
},
{
"p": 0.07122600078582764,
"m": 1.0
},
{
"p": 0.07173427194356918,
"m": 1.0
},
{
"p": 0.07143855094909668,
"m": 1.0
}
]
}
]
}
Reference in a new issue View git blame Copy permalink