smart_augmentation/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx4-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

{
"Accuracy": 71.19,
"Time": [
264.81427643133947,
2.8552661642457484,
39823.54639016499
],
"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": 4.627959251403809,
"val_loss": 2.300462007522583,
"acc": 10.0,
"time": 231.86090790992603,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143275439739227,
"m": 1.0
},
{
"p": 0.07145334780216217,
"m": 1.0
},
{
"p": 0.07137663662433624,
"m": 1.0
},
{
"p": 0.07145369797945023,
"m": 1.0
},
{
"p": 0.07141532003879547,
"m": 1.0
},
{
"p": 0.07142993807792664,
"m": 1.0
},
{
"p": 0.07133054733276367,
"m": 1.0
},
{
"p": 0.07145151495933533,
"m": 1.0
},
{
"p": 0.07144574820995331,
"m": 1.0
},
{
"p": 0.07145137339830399,
"m": 1.0
},
{
"p": 0.0714099109172821,
"m": 1.0
},
{
"p": 0.07143545150756836,
"m": 1.0
},
{
"p": 0.07143083214759827,
"m": 1.0
},
{
"p": 0.07148291170597076,
"m": 1.0
}
]
},
{
"epoch": 2,
"train_loss": 4.6037797927856445,
"val_loss": 2.303518533706665,
"acc": 10.0,
"time": 264.58633286401164,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142874598503113,
"m": 1.0
},
{
"p": 0.07142878323793411,
"m": 1.0
},
{
"p": 0.07142786681652069,
"m": 1.0
},
{
"p": 0.07142875343561172,
"m": 1.0
},
{
"p": 0.07142876088619232,
"m": 1.0
},
{
"p": 0.07142803817987442,
"m": 1.0
},
{
"p": 0.07142867147922516,
"m": 1.0
},
{
"p": 0.07142877578735352,
"m": 1.0
},
{
"p": 0.07142867147922516,
"m": 1.0
},
{
"p": 0.07142876088619232,
"m": 1.0
},
{
"p": 0.07142812758684158,
"m": 1.0
},
{
"p": 0.07142867147922516,
"m": 1.0
},
{
"p": 0.07142867147922516,
"m": 1.0
},
{
"p": 0.07142870128154755,
"m": 1.0
}
]
},
{
"epoch": 3,
"train_loss": 4.60616397857666,
"val_loss": 2.3085057735443115,
"acc": 10.0,
"time": 264.5010754899122,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.07142850756645203,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.07142852991819382,
"m": 1.0
},
{
"p": 0.07142871618270874,
"m": 1.0
},
{
"p": 0.07142850756645203,
"m": 1.0
},
{
"p": 0.07142863422632217,
"m": 1.0
},
{
"p": 0.07142852991819382,
"m": 1.0
},
{
"p": 0.07142862677574158,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.07142841815948486,
"m": 1.0
},
{
"p": 0.07142853736877441,
"m": 1.0
},
{
"p": 0.07142868638038635,
"m": 1.0
}
]
},
{
"epoch": 4,
"train_loss": 4.6281914710998535,
"val_loss": 2.3013646602630615,
"acc": 10.0,
"time": 265.15776925196406,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.07142851501703262,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.07142865657806396,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.07142860442399979,
"m": 1.0
},
{
"p": 0.07142851501703262,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.07142853736877441,
"m": 1.0
}
]
},
{
"epoch": 5,
"train_loss": 4.601382255554199,
"val_loss": 2.305450677871704,
"acc": 10.0,
"time": 264.765259574051,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142958045005798,
"m": 1.0
},
{
"p": 0.07142665982246399,
"m": 1.0
},
{
"p": 0.07142916321754456,
"m": 1.0
},
{
"p": 0.07142868638038635,
"m": 1.0
},
{
"p": 0.07142871618270874,
"m": 1.0
},
{
"p": 0.07142867892980576,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.07142915576696396,
"m": 1.0
},
{
"p": 0.071426622569561,
"m": 1.0
},
{
"p": 0.0714293047785759,
"m": 1.0
},
{
"p": 0.0714287981390953,
"m": 1.0
},
{
"p": 0.07142852246761322,
"m": 1.0
},
{
"p": 0.07142879068851471,
"m": 1.0
},
{
"p": 0.07142879068851471,
"m": 1.0
}
]
},
{
"epoch": 6,
"train_loss": 4.589016914367676,
"val_loss": 2.3090739250183105,
"acc": 10.05,
"time": 264.6141177540412,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0714254379272461,
"m": 1.0
},
{
"p": 0.07142826914787292,
"m": 1.0
},
{
"p": 0.07142777740955353,
"m": 1.0
},
{
"p": 0.07143022119998932,
"m": 1.0
},
{
"p": 0.07142520695924759,
"m": 1.0
},
{
"p": 0.07143033295869827,
"m": 1.0
},
{
"p": 0.07143031060695648,
"m": 1.0
},
{
"p": 0.0714280754327774,
"m": 1.0
},
{
"p": 0.07142738997936249,
"m": 1.0
},
{
"p": 0.0714264065027237,
"m": 1.0
},
{
"p": 0.07142940163612366,
"m": 1.0
},
{
"p": 0.07143005728721619,
"m": 1.0
},
{
"p": 0.07143067568540573,
"m": 1.0
},
{
"p": 0.07143043726682663,
"m": 1.0
}
]
},
{
"epoch": 7,
"train_loss": 4.615339279174805,
"val_loss": 2.302178144454956,
"acc": 10.0,
"time": 264.1449454659596,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.07142855226993561,
"m": 1.0
},
{
"p": 0.07142855226993561,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.07142855226993561,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.07142855226993561,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 8,
"train_loss": 4.6182098388671875,
"val_loss": 2.300220251083374,
"acc": 10.0,
"time": 264.27056576299947,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.07142854481935501,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
}
]
},
{
"epoch": 9,
"train_loss": 4.594915390014648,
"val_loss": 2.3043136596679688,
"acc": 10.0,
"time": 264.5592912379652,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142864167690277,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.07142855226993561,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.07142855226993561,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
}
]
},
{
"epoch": 10,
"train_loss": 4.591300964355469,
"val_loss": 2.300081253051758,
"acc": 10.0,
"time": 264.8497999930987,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142861187458038,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.07142855226993561,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
}
]
},
{
"epoch": 11,
"train_loss": 4.61148738861084,
"val_loss": 2.300544261932373,
"acc": 10.0,
"time": 264.55503033008426,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142842561006546,
"m": 1.0
},
{
"p": 0.07142876833677292,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.07142854481935501,
"m": 1.0
},
{
"p": 0.07142850756645203,
"m": 1.0
},
{
"p": 0.07142861187458038,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.07142855226993561,
"m": 1.0
},
{
"p": 0.07142863422632217,
"m": 1.0
},
{
"p": 0.07142849266529083,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
}
]
},
{
"epoch": 12,
"train_loss": 4.613379955291748,
"val_loss": 2.309335947036743,
"acc": 10.0,
"time": 264.89746355300304,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142852246761322,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.07142852991819382,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
}
]
},
{
"epoch": 13,
"train_loss": 4.617396354675293,
"val_loss": 2.3023486137390137,
"acc": 10.0,
"time": 263.98259322799277,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142860442399979,
"m": 1.0
},
{
"p": 0.07142861187458038,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.07142854481935501,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.07142855226993561,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.07142854481935501,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
}
]
},
{
"epoch": 14,
"train_loss": 4.597626686096191,
"val_loss": 2.3020198345184326,
"acc": 10.0,
"time": 263.6702007140266,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142861187458038,
"m": 1.0
},
{
"p": 0.07142861187458038,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.07142854481935501,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.07142855226993561,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
}
]
},
{
"epoch": 15,
"train_loss": 4.604392051696777,
"val_loss": 2.3042025566101074,
"acc": 10.01,
"time": 263.3525603309972,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.07142861187458038,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.07142855226993561,
"m": 1.0
},
{
"p": 0.07142854481935501,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.07142855226993561,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.07142855226993561,
"m": 1.0
},
{
"p": 0.07142855226993561,
"m": 1.0
}
]
},
{
"epoch": 16,
"train_loss": 4.654980182647705,
"val_loss": 2.2259769439697266,
"acc": 17.97,
"time": 266.2177721019834,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0714268609881401,
"m": 1.0
},
{
"p": 0.07143084704875946,
"m": 1.0
},
{
"p": 0.07142763584852219,
"m": 1.0
},
{
"p": 0.07142852246761322,
"m": 1.0
},
{
"p": 0.07142704725265503,
"m": 1.0
},
{
"p": 0.07142879068851471,
"m": 1.0
},
{
"p": 0.07142848521471024,
"m": 1.0
},
{
"p": 0.07143013179302216,
"m": 1.0
},
{
"p": 0.07142661511898041,
"m": 1.0
},
{
"p": 0.07142910361289978,
"m": 1.0
},
{
"p": 0.07142987102270126,
"m": 1.0
},
{
"p": 0.07143004983663559,
"m": 1.0
},
{
"p": 0.07142890989780426,
"m": 1.0
},
{
"p": 0.07142713665962219,
"m": 1.0
}
]
},
{
"epoch": 17,
"train_loss": 4.365276336669922,
"val_loss": 2.1002957820892334,
"acc": 20.47,
"time": 264.31975193705875,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142243534326553,
"m": 1.0
},
{
"p": 0.07142981886863708,
"m": 1.0
},
{
"p": 0.07142984122037888,
"m": 1.0
},
{
"p": 0.07142945379018784,
"m": 1.0
},
{
"p": 0.07142774760723114,
"m": 1.0
},
{
"p": 0.07142895460128784,
"m": 1.0
},
{
"p": 0.07143009454011917,
"m": 1.0
},
{
"p": 0.07143006473779678,
"m": 1.0
},
{
"p": 0.07142799347639084,
"m": 1.0
},
{
"p": 0.07142632454633713,
"m": 1.0
},
{
"p": 0.07143097370862961,
"m": 1.0
},
{
"p": 0.07142887264490128,
"m": 1.0
},
{
"p": 0.07143035531044006,
"m": 1.0
},
{
"p": 0.07142701745033264,
"m": 1.0
}
]
},
{
"epoch": 18,
"train_loss": 4.397614479064941,
"val_loss": 2.115696430206299,
"acc": 20.58,
"time": 264.6488945890451,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142862677574158,
"m": 1.0
},
{
"p": 0.07143158465623856,
"m": 1.0
},
{
"p": 0.0714302808046341,
"m": 1.0
},
{
"p": 0.07142913341522217,
"m": 1.0
},
{
"p": 0.07142781466245651,
"m": 1.0
},
{
"p": 0.07142899930477142,
"m": 1.0
},
{
"p": 0.07142769545316696,
"m": 1.0
},
{
"p": 0.0714288279414177,
"m": 1.0
},
{
"p": 0.07142873853445053,
"m": 1.0
},
{
"p": 0.07142769545316696,
"m": 1.0
},
{
"p": 0.07142821699380875,
"m": 1.0
},
{
"p": 0.07142960280179977,
"m": 1.0
},
{
"p": 0.07142829895019531,
"m": 1.0
},
{
"p": 0.0714244619011879,
"m": 1.0
}
]
},
{
"epoch": 19,
"train_loss": 4.285647869110107,
"val_loss": 2.066984176635742,
"acc": 22.76,
"time": 264.736439055996,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142624258995056,
"m": 1.0
},
{
"p": 0.07142257690429688,
"m": 1.0
},
{
"p": 0.07143023610115051,
"m": 1.0
},
{
"p": 0.07143118232488632,
"m": 1.0
},
{
"p": 0.07143305242061615,
"m": 1.0
},
{
"p": 0.07142606377601624,
"m": 1.0
},
{
"p": 0.07143102586269379,
"m": 1.0
},
{
"p": 0.07142981886863708,
"m": 1.0
},
{
"p": 0.07142167538404465,
"m": 1.0
},
{
"p": 0.07142534106969833,
"m": 1.0
},
{
"p": 0.07143101096153259,
"m": 1.0
},
{
"p": 0.07143029570579529,
"m": 1.0
},
{
"p": 0.071431964635849,
"m": 1.0
},
{
"p": 0.0714295282959938,
"m": 1.0
}
]
},
{
"epoch": 20,
"train_loss": 4.052916526794434,
"val_loss": 1.9887853860855103,
"acc": 24.5,
"time": 264.4564786950359,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142259180545807,
"m": 1.0
},
{
"p": 0.07141906768083572,
"m": 1.0
},
{
"p": 0.07142625004053116,
"m": 1.0
},
{
"p": 0.07143259048461914,
"m": 1.0
},
{
"p": 0.0714334174990654,
"m": 1.0
},
{
"p": 0.07142403721809387,
"m": 1.0
},
{
"p": 0.07143186032772064,
"m": 1.0
},
{
"p": 0.07142903655767441,
"m": 1.0
},
{
"p": 0.0714322179555893,
"m": 1.0
},
{
"p": 0.07143227756023407,
"m": 1.0
},
{
"p": 0.07143085449934006,
"m": 1.0
},
{
"p": 0.07142782211303711,
"m": 1.0
},
{
"p": 0.07142935693264008,
"m": 1.0
},
{
"p": 0.07142862677574158,
"m": 1.0
}
]
},
{
"epoch": 21,
"train_loss": 4.245613098144531,
"val_loss": 2.0041186809539795,
"acc": 26.76,
"time": 269.01635211496614,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142246514558792,
"m": 1.0
},
{
"p": 0.07142128050327301,
"m": 1.0
},
{
"p": 0.07142973691225052,
"m": 1.0
},
{
"p": 0.07143109291791916,
"m": 1.0
},
{
"p": 0.07142549753189087,
"m": 1.0
},
{
"p": 0.07142825424671173,
"m": 1.0
},
{
"p": 0.07143212854862213,
"m": 1.0
},
{
"p": 0.07142878323793411,
"m": 1.0
},
{
"p": 0.0714273527264595,
"m": 1.0
},
{
"p": 0.07142975926399231,
"m": 1.0
},
{
"p": 0.07143279165029526,
"m": 1.0
},
{
"p": 0.0714324489235878,
"m": 1.0
},
{
"p": 0.07143129408359528,
"m": 1.0
},
{
"p": 0.0714271143078804,
"m": 1.0
}
]
},
{
"epoch": 22,
"train_loss": 4.214034080505371,
"val_loss": 1.897451400756836,
"acc": 29.86,
"time": 264.6745762299979,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143112272024155,
"m": 1.0
},
{
"p": 0.07143128663301468,
"m": 1.0
},
{
"p": 0.07142682373523712,
"m": 1.0
},
{
"p": 0.0714283362030983,
"m": 1.0
},
{
"p": 0.07142838090658188,
"m": 1.0
},
{
"p": 0.07142306864261627,
"m": 1.0
},
{
"p": 0.07142986357212067,
"m": 1.0
},
{
"p": 0.07142781466245651,
"m": 1.0
},
{
"p": 0.07143132388591766,
"m": 1.0
},
{
"p": 0.07143093645572662,
"m": 1.0
},
{
"p": 0.07143024355173111,
"m": 1.0
},
{
"p": 0.0714273527264595,
"m": 1.0
},
{
"p": 0.07142938673496246,
"m": 1.0
},
{
"p": 0.07142408937215805,
"m": 1.0
}
]
},
{
"epoch": 23,
"train_loss": 4.153897285461426,
"val_loss": 1.7637505531311035,
"acc": 31.3,
"time": 264.0518596599577,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07140392065048218,
"m": 1.0
},
{
"p": 0.07140475511550903,
"m": 1.0
},
{
"p": 0.07143469154834747,
"m": 1.0
},
{
"p": 0.07143440842628479,
"m": 1.0
},
{
"p": 0.07143265008926392,
"m": 1.0
},
{
"p": 0.07142530381679535,
"m": 1.0
},
{
"p": 0.07143502682447433,
"m": 1.0
},
{
"p": 0.07143235951662064,
"m": 1.0
},
{
"p": 0.07143638283014297,
"m": 1.0
},
{
"p": 0.07142423838376999,
"m": 1.0
},
{
"p": 0.07143791019916534,
"m": 1.0
},
{
"p": 0.07143136858940125,
"m": 1.0
},
{
"p": 0.07143700867891312,
"m": 1.0
},
{
"p": 0.07142995297908783,
"m": 1.0
}
]
},
{
"epoch": 24,
"train_loss": 4.041125297546387,
"val_loss": 1.7883853912353516,
"acc": 32.65,
"time": 265.7342747700168,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143300771713257,
"m": 1.0
},
{
"p": 0.07141224294900894,
"m": 1.0
},
{
"p": 0.07142789661884308,
"m": 1.0
},
{
"p": 0.07143258303403854,
"m": 1.0
},
{
"p": 0.07142771035432816,
"m": 1.0
},
{
"p": 0.07142002135515213,
"m": 1.0
},
{
"p": 0.07143224775791168,
"m": 1.0
},
{
"p": 0.0714317113161087,
"m": 1.0
},
{
"p": 0.07142791897058487,
"m": 1.0
},
{
"p": 0.07143261283636093,
"m": 1.0
},
{
"p": 0.07143209874629974,
"m": 1.0
},
{
"p": 0.07143138349056244,
"m": 1.0
},
{
"p": 0.07143261283636093,
"m": 1.0
},
{
"p": 0.0714258998632431,
"m": 1.0
}
]
},
{
"epoch": 25,
"train_loss": 4.079440116882324,
"val_loss": 1.8632633686065674,
"acc": 32.0,
"time": 265.34757971507497,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143954187631607,
"m": 1.0
},
{
"p": 0.07142065465450287,
"m": 1.0
},
{
"p": 0.07142684608697891,
"m": 1.0
},
{
"p": 0.07142762839794159,
"m": 1.0
},
{
"p": 0.07142681628465652,
"m": 1.0
},
{
"p": 0.07142842561006546,
"m": 1.0
},
{
"p": 0.07142927497625351,
"m": 1.0
},
{
"p": 0.07142838835716248,
"m": 1.0
},
{
"p": 0.07142956554889679,
"m": 1.0
},
{
"p": 0.0714288204908371,
"m": 1.0
},
{
"p": 0.07143281400203705,
"m": 1.0
},
{
"p": 0.07142628729343414,
"m": 1.0
},
{
"p": 0.0714297667145729,
"m": 1.0
},
{
"p": 0.0714251920580864,
"m": 1.0
}
]
},
{
"epoch": 26,
"train_loss": 3.870547294616699,
"val_loss": 1.8369523286819458,
"acc": 31.59,
"time": 264.6855473370524,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143140584230423,
"m": 1.0
},
{
"p": 0.07142689824104309,
"m": 1.0
},
{
"p": 0.07142961025238037,
"m": 1.0
},
{
"p": 0.07142757624387741,
"m": 1.0
},
{
"p": 0.0714256688952446,
"m": 1.0
},
{
"p": 0.07142527401447296,
"m": 1.0
},
{
"p": 0.07142943888902664,
"m": 1.0
},
{
"p": 0.07143136113882065,
"m": 1.0
},
{
"p": 0.07143541425466537,
"m": 1.0
},
{
"p": 0.0714302584528923,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.07142373919487,
"m": 1.0
},
{
"p": 0.0714297965168953,
"m": 1.0
},
{
"p": 0.0714249238371849,
"m": 1.0
}
]
},
{
"epoch": 27,
"train_loss": 3.867642402648926,
"val_loss": 1.6561026573181152,
"acc": 38.0,
"time": 265.4772561179707,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07141853868961334,
"m": 1.0
},
{
"p": 0.07142163813114166,
"m": 1.0
},
{
"p": 0.07143256813287735,
"m": 1.0
},
{
"p": 0.07143320143222809,
"m": 1.0
},
{
"p": 0.07142526656389236,
"m": 1.0
},
{
"p": 0.07142472267150879,
"m": 1.0
},
{
"p": 0.0714336410164833,
"m": 1.0
},
{
"p": 0.07142873108386993,
"m": 1.0
},
{
"p": 0.07142530381679535,
"m": 1.0
},
{
"p": 0.07143055647611618,
"m": 1.0
},
{
"p": 0.07143208384513855,
"m": 1.0
},
{
"p": 0.07143393158912659,
"m": 1.0
},
{
"p": 0.07143443822860718,
"m": 1.0
},
{
"p": 0.07142540067434311,
"m": 1.0
}
]
},
{
"epoch": 28,
"train_loss": 3.9572887420654297,
"val_loss": 1.6909840106964111,
"acc": 40.4,
"time": 265.6677900260547,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07144229859113693,
"m": 1.0
},
{
"p": 0.0714300200343132,
"m": 1.0
},
{
"p": 0.07143042236566544,
"m": 1.0
},
{
"p": 0.07143058627843857,
"m": 1.0
},
{
"p": 0.07143223285675049,
"m": 1.0
},
{
"p": 0.07141828536987305,
"m": 1.0
},
{
"p": 0.07142708450555801,
"m": 1.0
},
{
"p": 0.07142814993858337,
"m": 1.0
},
{
"p": 0.07142400741577148,
"m": 1.0
},
{
"p": 0.07143226265907288,
"m": 1.0
},
{
"p": 0.07142763584852219,
"m": 1.0
},
{
"p": 0.0714273601770401,
"m": 1.0
},
{
"p": 0.07143007963895798,
"m": 1.0
},
{
"p": 0.07141951471567154,
"m": 1.0
}
]
},
{
"epoch": 29,
"train_loss": 3.47818660736084,
"val_loss": 1.7140114307403564,
"acc": 35.51,
"time": 265.28775538597256,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07144302874803543,
"m": 1.0
},
{
"p": 0.07142329216003418,
"m": 1.0
},
{
"p": 0.07142706215381622,
"m": 1.0
},
{
"p": 0.07142958790063858,
"m": 1.0
},
{
"p": 0.07142781466245651,
"m": 1.0
},
{
"p": 0.07141581922769547,
"m": 1.0
},
{
"p": 0.07142810523509979,
"m": 1.0
},
{
"p": 0.07141492515802383,
"m": 1.0
},
{
"p": 0.07143133878707886,
"m": 1.0
},
{
"p": 0.07143700122833252,
"m": 1.0
},
{
"p": 0.07143537700176239,
"m": 1.0
},
{
"p": 0.07143121212720871,
"m": 1.0
},
{
"p": 0.07142897695302963,
"m": 1.0
},
{
"p": 0.07142645865678787,
"m": 1.0
}
]
},
{
"epoch": 30,
"train_loss": 3.72312068939209,
"val_loss": 1.759223222732544,
"acc": 38.94,
"time": 264.25485753500834,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143887877464294,
"m": 1.0
},
{
"p": 0.07143068313598633,
"m": 1.0
},
{
"p": 0.07142751663923264,
"m": 1.0
},
{
"p": 0.07142850756645203,
"m": 1.0
},
{
"p": 0.07143005728721619,
"m": 1.0
},
{
"p": 0.07142007350921631,
"m": 1.0
},
{
"p": 0.07142874598503113,
"m": 1.0
},
{
"p": 0.07142311334609985,
"m": 1.0
},
{
"p": 0.07142933458089828,
"m": 1.0
},
{
"p": 0.07143400609493256,
"m": 1.0
},
{
"p": 0.0714263990521431,
"m": 1.0
},
{
"p": 0.07143296301364899,
"m": 1.0
},
{
"p": 0.07142625004053116,
"m": 1.0
},
{
"p": 0.07142351567745209,
"m": 1.0
}
]
},
{
"epoch": 31,
"train_loss": 3.700918197631836,
"val_loss": 1.6411933898925781,
"acc": 38.36,
"time": 264.58403552905656,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07145680487155914,
"m": 1.0
},
{
"p": 0.07143860310316086,
"m": 1.0
},
{
"p": 0.07142708450555801,
"m": 1.0
},
{
"p": 0.07142291963100433,
"m": 1.0
},
{
"p": 0.0714237168431282,
"m": 1.0
},
{
"p": 0.07142046838998795,
"m": 1.0
},
{
"p": 0.07142125070095062,
"m": 1.0
},
{
"p": 0.0714304968714714,
"m": 1.0
},
{
"p": 0.0714244544506073,
"m": 1.0
},
{
"p": 0.07143664360046387,
"m": 1.0
},
{
"p": 0.07142424583435059,
"m": 1.0
},
{
"p": 0.07142774015665054,
"m": 1.0
},
{
"p": 0.07142331451177597,
"m": 1.0
},
{
"p": 0.0714222639799118,
"m": 1.0
}
]
},
{
"epoch": 32,
"train_loss": 3.8761940002441406,
"val_loss": 1.6173462867736816,
"acc": 41.13,
"time": 264.4104212890379,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07145176827907562,
"m": 1.0
},
{
"p": 0.0714188888669014,
"m": 1.0
},
{
"p": 0.07142995297908783,
"m": 1.0
},
{
"p": 0.07142781466245651,
"m": 1.0
},
{
"p": 0.0714179128408432,
"m": 1.0
},
{
"p": 0.0714251920580864,
"m": 1.0
},
{
"p": 0.07142721861600876,
"m": 1.0
},
{
"p": 0.0714297667145729,
"m": 1.0
},
{
"p": 0.0714261531829834,
"m": 1.0
},
{
"p": 0.07144543528556824,
"m": 1.0
},
{
"p": 0.07142552733421326,
"m": 1.0
},
{
"p": 0.07142961770296097,
"m": 1.0
},
{
"p": 0.0714247077703476,
"m": 1.0
},
{
"p": 0.07142002880573273,
"m": 1.0
}
]
},
{
"epoch": 33,
"train_loss": 3.6863760948181152,
"val_loss": 1.6648666858673096,
"acc": 43.06,
"time": 267.7286990779685,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07145340740680695,
"m": 1.0
},
{
"p": 0.07142051309347153,
"m": 1.0
},
{
"p": 0.07142724841833115,
"m": 1.0
},
{
"p": 0.07142652571201324,
"m": 1.0
},
{
"p": 0.07142560929059982,
"m": 1.0
},
{
"p": 0.07142097502946854,
"m": 1.0
},
{
"p": 0.07143150269985199,
"m": 1.0
},
{
"p": 0.07142474502325058,
"m": 1.0
},
{
"p": 0.07143034040927887,
"m": 1.0
},
{
"p": 0.07142812013626099,
"m": 1.0
},
{
"p": 0.07142884284257889,
"m": 1.0
},
{
"p": 0.07142475247383118,
"m": 1.0
},
{
"p": 0.07143232226371765,
"m": 1.0
},
{
"p": 0.07142502814531326,
"m": 1.0
}
]
},
{
"epoch": 34,
"train_loss": 3.606656551361084,
"val_loss": 1.540289044380188,
"acc": 42.6,
"time": 264.6050671930425,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142027467489243,
"m": 1.0
},
{
"p": 0.07141352444887161,
"m": 1.0
},
{
"p": 0.07143091410398483,
"m": 1.0
},
{
"p": 0.07143276184797287,
"m": 1.0
},
{
"p": 0.07142466306686401,
"m": 1.0
},
{
"p": 0.07142596691846848,
"m": 1.0
},
{
"p": 0.07143246382474899,
"m": 1.0
},
{
"p": 0.0714266449213028,
"m": 1.0
},
{
"p": 0.07143755257129669,
"m": 1.0
},
{
"p": 0.07143288850784302,
"m": 1.0
},
{
"p": 0.07143454998731613,
"m": 1.0
},
{
"p": 0.07143140584230423,
"m": 1.0
},
{
"p": 0.07143320143222809,
"m": 1.0
},
{
"p": 0.07142319530248642,
"m": 1.0
}
]
},
{
"epoch": 35,
"train_loss": 3.6682851314544678,
"val_loss": 1.49934720993042,
"acc": 46.89,
"time": 266.315151590039,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142708450555801,
"m": 1.0
},
{
"p": 0.07141179591417313,
"m": 1.0
},
{
"p": 0.0714304968714714,
"m": 1.0
},
{
"p": 0.07143041491508484,
"m": 1.0
},
{
"p": 0.07142923772335052,
"m": 1.0
},
{
"p": 0.07141914963722229,
"m": 1.0
},
{
"p": 0.07143396139144897,
"m": 1.0
},
{
"p": 0.07143475860357285,
"m": 1.0
},
{
"p": 0.07143141329288483,
"m": 1.0
},
{
"p": 0.07142894715070724,
"m": 1.0
},
{
"p": 0.07143163681030273,
"m": 1.0
},
{
"p": 0.07143186032772064,
"m": 1.0
},
{
"p": 0.07143434882164001,
"m": 1.0
},
{
"p": 0.07142484933137894,
"m": 1.0
}
]
},
{
"epoch": 36,
"train_loss": 3.2405171394348145,
"val_loss": 1.4537183046340942,
"acc": 47.0,
"time": 265.53029804490507,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0714392140507698,
"m": 1.0
},
{
"p": 0.07140517234802246,
"m": 1.0
},
{
"p": 0.07144265621900558,
"m": 1.0
},
{
"p": 0.07143253087997437,
"m": 1.0
},
{
"p": 0.0714198499917984,
"m": 1.0
},
{
"p": 0.07140947133302689,
"m": 1.0
},
{
"p": 0.07143940776586533,
"m": 1.0
},
{
"p": 0.07142794877290726,
"m": 1.0
},
{
"p": 0.07142484933137894,
"m": 1.0
},
{
"p": 0.0714263990521431,
"m": 1.0
},
{
"p": 0.07143503427505493,
"m": 1.0
},
{
"p": 0.07143314182758331,
"m": 1.0
},
{
"p": 0.07143820822238922,
"m": 1.0
},
{
"p": 0.07142604142427444,
"m": 1.0
}
]
},
{
"epoch": 37,
"train_loss": 3.418846845626831,
"val_loss": 1.5999374389648438,
"acc": 43.46,
"time": 264.68365666805767,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07141369581222534,
"m": 1.0
},
{
"p": 0.07141698896884918,
"m": 1.0
},
{
"p": 0.07142823934555054,
"m": 1.0
},
{
"p": 0.07143279910087585,
"m": 1.0
},
{
"p": 0.07143396139144897,
"m": 1.0
},
{
"p": 0.07142500579357147,
"m": 1.0
},
{
"p": 0.07143431156873703,
"m": 1.0
},
{
"p": 0.0714338943362236,
"m": 1.0
},
{
"p": 0.07142169773578644,
"m": 1.0
},
{
"p": 0.07143055647611618,
"m": 1.0
},
{
"p": 0.07143043726682663,
"m": 1.0
},
{
"p": 0.07143894582986832,
"m": 1.0
},
{
"p": 0.07143265008926392,
"m": 1.0
},
{
"p": 0.0714268609881401,
"m": 1.0
}
]
},
{
"epoch": 38,
"train_loss": 3.5423011779785156,
"val_loss": 1.4823122024536133,
"acc": 48.4,
"time": 266.99343638005666,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07141456007957458,
"m": 1.0
},
{
"p": 0.07140566408634186,
"m": 1.0
},
{
"p": 0.07142950594425201,
"m": 1.0
},
{
"p": 0.0714331641793251,
"m": 1.0
},
{
"p": 0.07142804563045502,
"m": 1.0
},
{
"p": 0.07142000645399094,
"m": 1.0
},
{
"p": 0.07143455743789673,
"m": 1.0
},
{
"p": 0.0714307352900505,
"m": 1.0
},
{
"p": 0.07143116742372513,
"m": 1.0
},
{
"p": 0.0714339166879654,
"m": 1.0
},
{
"p": 0.07143615931272507,
"m": 1.0
},
{
"p": 0.07143470644950867,
"m": 1.0
},
{
"p": 0.07143769413232803,
"m": 1.0
},
{
"p": 0.07143010199069977,
"m": 1.0
}
]
},
{
"epoch": 39,
"train_loss": 3.536625862121582,
"val_loss": 1.4518111944198608,
"acc": 48.48,
"time": 264.56941677897703,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07145629078149796,
"m": 1.0
},
{
"p": 0.07141609489917755,
"m": 1.0
},
{
"p": 0.0714351013302803,
"m": 1.0
},
{
"p": 0.07143671810626984,
"m": 1.0
},
{
"p": 0.0714133158326149,
"m": 1.0
},
{
"p": 0.07141507416963577,
"m": 1.0
},
{
"p": 0.07143434137105942,
"m": 1.0
},
{
"p": 0.07142702490091324,
"m": 1.0
},
{
"p": 0.0714184120297432,
"m": 1.0
},
{
"p": 0.07142514735460281,
"m": 1.0
},
{
"p": 0.07143578678369522,
"m": 1.0
},
{
"p": 0.07142887264490128,
"m": 1.0
},
{
"p": 0.0714372768998146,
"m": 1.0
},
{
"p": 0.0714205652475357,
"m": 1.0
}
]
},
{
"epoch": 40,
"train_loss": 3.438974380493164,
"val_loss": 1.4881082773208618,
"acc": 49.47,
"time": 264.78393098700326,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07144330441951752,
"m": 1.0
},
{
"p": 0.071395643055439,
"m": 1.0
},
{
"p": 0.07142402231693268,
"m": 1.0
},
{
"p": 0.07143651694059372,
"m": 1.0
},
{
"p": 0.07141969352960587,
"m": 1.0
},
{
"p": 0.07142282277345657,
"m": 1.0
},
{
"p": 0.0714312493801117,
"m": 1.0
},
{
"p": 0.0714339166879654,
"m": 1.0
},
{
"p": 0.07144151628017426,
"m": 1.0
},
{
"p": 0.07142938673496246,
"m": 1.0
},
{
"p": 0.07143327593803406,
"m": 1.0
},
{
"p": 0.07143644243478775,
"m": 1.0
},
{
"p": 0.07143162190914154,
"m": 1.0
},
{
"p": 0.0714205950498581,
"m": 1.0
}
]
},
{
"epoch": 41,
"train_loss": 3.602588176727295,
"val_loss": 1.354347825050354,
"acc": 50.42,
"time": 264.57913350407034,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142475247383118,
"m": 1.0
},
{
"p": 0.07144426554441452,
"m": 1.0
},
{
"p": 0.07143296301364899,
"m": 1.0
},
{
"p": 0.07143040746450424,
"m": 1.0
},
{
"p": 0.07141217589378357,
"m": 1.0
},
{
"p": 0.07141701877117157,
"m": 1.0
},
{
"p": 0.07142957299947739,
"m": 1.0
},
{
"p": 0.07142600417137146,
"m": 1.0
},
{
"p": 0.07143706828355789,
"m": 1.0
},
{
"p": 0.0714389979839325,
"m": 1.0
},
{
"p": 0.07142739742994308,
"m": 1.0
},
{
"p": 0.07143052667379379,
"m": 1.0
},
{
"p": 0.07143335044384003,
"m": 1.0
},
{
"p": 0.0714154988527298,
"m": 1.0
}
]
},
{
"epoch": 42,
"train_loss": 3.1527645587921143,
"val_loss": 1.4028282165527344,
"acc": 48.62,
"time": 264.62049595301505,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07144126296043396,
"m": 1.0
},
{
"p": 0.07139996439218521,
"m": 1.0
},
{
"p": 0.07143215090036392,
"m": 1.0
},
{
"p": 0.07143104076385498,
"m": 1.0
},
{
"p": 0.07142861932516098,
"m": 1.0
},
{
"p": 0.07141012698411942,
"m": 1.0
},
{
"p": 0.07143539935350418,
"m": 1.0
},
{
"p": 0.07144012302160263,
"m": 1.0
},
{
"p": 0.07143457978963852,
"m": 1.0
},
{
"p": 0.07141749560832977,
"m": 1.0
},
{
"p": 0.07143250107765198,
"m": 1.0
},
{
"p": 0.07143257558345795,
"m": 1.0
},
{
"p": 0.07143272459506989,
"m": 1.0
},
{
"p": 0.07143139839172363,
"m": 1.0
}
]
},
{
"epoch": 43,
"train_loss": 3.3154191970825195,
"val_loss": 1.3889912366867065,
"acc": 49.6,
"time": 265.0437192270765,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07145572453737259,
"m": 1.0
},
{
"p": 0.07139353454113007,
"m": 1.0
},
{
"p": 0.07142947614192963,
"m": 1.0
},
{
"p": 0.07143109291791916,
"m": 1.0
},
{
"p": 0.07142335176467896,
"m": 1.0
},
{
"p": 0.07140704989433289,
"m": 1.0
},
{
"p": 0.07143677026033401,
"m": 1.0
},
{
"p": 0.07144202291965485,
"m": 1.0
},
{
"p": 0.07143142819404602,
"m": 1.0
},
{
"p": 0.0714271068572998,
"m": 1.0
},
{
"p": 0.0714365690946579,
"m": 1.0
},
{
"p": 0.07142924517393112,
"m": 1.0
},
{
"p": 0.07143837213516235,
"m": 1.0
},
{
"p": 0.07141826301813126,
"m": 1.0
}
]
},
{
"epoch": 44,
"train_loss": 3.4929513931274414,
"val_loss": 1.4495805501937866,
"acc": 52.13,
"time": 265.4656187860528,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07144903391599655,
"m": 1.0
},
{
"p": 0.07139698415994644,
"m": 1.0
},
{
"p": 0.07143161445856094,
"m": 1.0
},
{
"p": 0.07142898440361023,
"m": 1.0
},
{
"p": 0.0714278519153595,
"m": 1.0
},
{
"p": 0.07142455875873566,
"m": 1.0
},
{
"p": 0.07143135368824005,
"m": 1.0
},
{
"p": 0.07143319398164749,
"m": 1.0
},
{
"p": 0.07141856849193573,
"m": 1.0
},
{
"p": 0.07142528891563416,
"m": 1.0
},
{
"p": 0.07143448293209076,
"m": 1.0
},
{
"p": 0.07144058495759964,
"m": 1.0
},
{
"p": 0.07143529504537582,
"m": 1.0
},
{
"p": 0.07142221927642822,
"m": 1.0
}
]
},
{
"epoch": 45,
"train_loss": 3.611133575439453,
"val_loss": 1.371216893196106,
"acc": 52.05,
"time": 263.27643532899674,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07139481604099274,
"m": 1.0
},
{
"p": 0.07142802327871323,
"m": 1.0
},
{
"p": 0.07144364714622498,
"m": 1.0
},
{
"p": 0.07143387198448181,
"m": 1.0
},
{
"p": 0.0714186504483223,
"m": 1.0
},
{
"p": 0.07141929119825363,
"m": 1.0
},
{
"p": 0.0714370533823967,
"m": 1.0
},
{
"p": 0.07142564654350281,
"m": 1.0
},
{
"p": 0.0714380294084549,
"m": 1.0
},
{
"p": 0.0714239776134491,
"m": 1.0
},
{
"p": 0.07143396139144897,
"m": 1.0
},
{
"p": 0.07143788784742355,
"m": 1.0
},
{
"p": 0.07143933326005936,
"m": 1.0
},
{
"p": 0.07142583280801773,
"m": 1.0
}
]
},
{
"epoch": 46,
"train_loss": 3.361393928527832,
"val_loss": 1.3244714736938477,
"acc": 51.54,
"time": 264.7064284220105,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07146146148443222,
"m": 1.0
},
{
"p": 0.07141803205013275,
"m": 1.0
},
{
"p": 0.07143698632717133,
"m": 1.0
},
{
"p": 0.0714237168431282,
"m": 1.0
},
{
"p": 0.07142331451177597,
"m": 1.0
},
{
"p": 0.07141431421041489,
"m": 1.0
},
{
"p": 0.0714239776134491,
"m": 1.0
},
{
"p": 0.07142501324415207,
"m": 1.0
},
{
"p": 0.07143663614988327,
"m": 1.0
},
{
"p": 0.07144085317850113,
"m": 1.0
},
{
"p": 0.0714254155755043,
"m": 1.0
},
{
"p": 0.07142801582813263,
"m": 1.0
},
{
"p": 0.07142519950866699,
"m": 1.0
},
{
"p": 0.07141702622175217,
"m": 1.0
}
]
},
{
"epoch": 47,
"train_loss": 3.360487937927246,
"val_loss": 1.2995927333831787,
"acc": 53.29,
"time": 267.63174892799,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07140985876321793,
"m": 1.0
},
{
"p": 0.07143814116716385,
"m": 1.0
},
{
"p": 0.07143441587686539,
"m": 1.0
},
{
"p": 0.07143379002809525,
"m": 1.0
},
{
"p": 0.07142382860183716,
"m": 1.0
},
{
"p": 0.07140298187732697,
"m": 1.0
},
{
"p": 0.07143708318471909,
"m": 1.0
},
{
"p": 0.07144162058830261,
"m": 1.0
},
{
"p": 0.07142385095357895,
"m": 1.0
},
{
"p": 0.07142851501703262,
"m": 1.0
},
{
"p": 0.07143770903348923,
"m": 1.0
},
{
"p": 0.07142958790063858,
"m": 1.0
},
{
"p": 0.07143605500459671,
"m": 1.0
},
{
"p": 0.07142256945371628,
"m": 1.0
}
]
},
{
"epoch": 48,
"train_loss": 3.468461036682129,
"val_loss": 1.4086452722549438,
"acc": 52.63,
"time": 265.1969391439343,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07138383388519287,
"m": 1.0
},
{
"p": 0.07140089571475983,
"m": 1.0
},
{
"p": 0.07143907994031906,
"m": 1.0
},
{
"p": 0.07143928110599518,
"m": 1.0
},
{
"p": 0.07142878323793411,
"m": 1.0
},
{
"p": 0.07142971456050873,
"m": 1.0
},
{
"p": 0.07143444567918777,
"m": 1.0
},
{
"p": 0.07144033163785934,
"m": 1.0
},
{
"p": 0.07143792510032654,
"m": 1.0
},
{
"p": 0.07143208384513855,
"m": 1.0
},
{
"p": 0.07143381237983704,
"m": 1.0
},
{
"p": 0.07144026458263397,
"m": 1.0
},
{
"p": 0.07143758982419968,
"m": 1.0
},
{
"p": 0.07142193615436554,
"m": 1.0
}
]
},
{
"epoch": 49,
"train_loss": 3.1342315673828125,
"val_loss": 1.2395391464233398,
"acc": 52.6,
"time": 264.8336218810873,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0714639201760292,
"m": 1.0
},
{
"p": 0.07140401005744934,
"m": 1.0
},
{
"p": 0.07142917811870575,
"m": 1.0
},
{
"p": 0.0714302733540535,
"m": 1.0
},
{
"p": 0.07141854614019394,
"m": 1.0
},
{
"p": 0.07140237092971802,
"m": 1.0
},
{
"p": 0.07142861932516098,
"m": 1.0
},
{
"p": 0.07143154740333557,
"m": 1.0
},
{
"p": 0.07145410031080246,
"m": 1.0
},
{
"p": 0.07142961770296097,
"m": 1.0
},
{
"p": 0.07143367826938629,
"m": 1.0
},
{
"p": 0.07143033295869827,
"m": 1.0
},
{
"p": 0.07143101096153259,
"m": 1.0
},
{
"p": 0.07141274958848953,
"m": 1.0
}
]
},
{
"epoch": 50,
"train_loss": 3.169041633605957,
"val_loss": 1.3291774988174438,
"acc": 55.01,
"time": 264.28930699895136,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143983244895935,
"m": 1.0
},
{
"p": 0.07139630615711212,
"m": 1.0
},
{
"p": 0.07143551856279373,
"m": 1.0
},
{
"p": 0.07142796367406845,
"m": 1.0
},
{
"p": 0.07142779976129532,
"m": 1.0
},
{
"p": 0.0714283287525177,
"m": 1.0
},
{
"p": 0.07143370062112808,
"m": 1.0
},
{
"p": 0.0714254230260849,
"m": 1.0
},
{
"p": 0.0714251771569252,
"m": 1.0
},
{
"p": 0.07143362611532211,
"m": 1.0
},
{
"p": 0.0714406743645668,
"m": 1.0
},
{
"p": 0.0714370384812355,
"m": 1.0
},
{
"p": 0.07143151760101318,
"m": 1.0
},
{
"p": 0.07141709327697754,
"m": 1.0
}
]
},
{
"epoch": 51,
"train_loss": 3.1597607135772705,
"val_loss": 1.2768211364746094,
"acc": 54.13,
"time": 265.4571202190127,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07145750522613525,
"m": 1.0
},
{
"p": 0.07142367959022522,
"m": 1.0
},
{
"p": 0.0714331865310669,
"m": 1.0
},
{
"p": 0.0714259147644043,
"m": 1.0
},
{
"p": 0.07141803950071335,
"m": 1.0
},
{
"p": 0.07141829282045364,
"m": 1.0
},
{
"p": 0.07142804563045502,
"m": 1.0
},
{
"p": 0.07142814248800278,
"m": 1.0
},
{
"p": 0.0714292824268341,
"m": 1.0
},
{
"p": 0.07143757492303848,
"m": 1.0
},
{
"p": 0.0714268833398819,
"m": 1.0
},
{
"p": 0.07143012434244156,
"m": 1.0
},
{
"p": 0.07142717391252518,
"m": 1.0
},
{
"p": 0.07141619175672531,
"m": 1.0
}
]
},
{
"epoch": 52,
"train_loss": 3.258636951446533,
"val_loss": 1.341006875038147,
"acc": 51.97,
"time": 265.8164698119508,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07140135020017624,
"m": 1.0
},
{
"p": 0.07139959931373596,
"m": 1.0
},
{
"p": 0.07145004719495773,
"m": 1.0
},
{
"p": 0.07142984122037888,
"m": 1.0
},
{
"p": 0.0714254379272461,
"m": 1.0
},
{
"p": 0.07141534984111786,
"m": 1.0
},
{
"p": 0.07143706828355789,
"m": 1.0
},
{
"p": 0.07142685353755951,
"m": 1.0
},
{
"p": 0.07144135981798172,
"m": 1.0
},
{
"p": 0.07142886519432068,
"m": 1.0
},
{
"p": 0.07143919914960861,
"m": 1.0
},
{
"p": 0.07144228368997574,
"m": 1.0
},
{
"p": 0.07144244015216827,
"m": 1.0
},
{
"p": 0.07142025232315063,
"m": 1.0
}
]
},
{
"epoch": 53,
"train_loss": 2.946920156478882,
"val_loss": 1.3677189350128174,
"acc": 56.39,
"time": 264.5311031109886,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07150015234947205,
"m": 1.0
},
{
"p": 0.07141020148992538,
"m": 1.0
},
{
"p": 0.07142835110425949,
"m": 1.0
},
{
"p": 0.07142388820648193,
"m": 1.0
},
{
"p": 0.07142425328493118,
"m": 1.0
},
{
"p": 0.07140956073999405,
"m": 1.0
},
{
"p": 0.07142586261034012,
"m": 1.0
},
{
"p": 0.07141667604446411,
"m": 1.0
},
{
"p": 0.07144686579704285,
"m": 1.0
},
{
"p": 0.07143256813287735,
"m": 1.0
},
{
"p": 0.07142256200313568,
"m": 1.0
},
{
"p": 0.07143696397542953,
"m": 1.0
},
{
"p": 0.07141974568367004,
"m": 1.0
},
{
"p": 0.07140238583087921,
"m": 1.0
}
]
},
{
"epoch": 54,
"train_loss": 3.3789639472961426,
"val_loss": 1.2707797288894653,
"acc": 55.7,
"time": 264.7026423040079,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07145329564809799,
"m": 1.0
},
{
"p": 0.07141605019569397,
"m": 1.0
},
{
"p": 0.0714276060461998,
"m": 1.0
},
{
"p": 0.07142879068851471,
"m": 1.0
},
{
"p": 0.07142093032598495,
"m": 1.0
},
{
"p": 0.07140393555164337,
"m": 1.0
},
{
"p": 0.07143030315637589,
"m": 1.0
},
{
"p": 0.07143664360046387,
"m": 1.0
},
{
"p": 0.07143255323171616,
"m": 1.0
},
{
"p": 0.07144393771886826,
"m": 1.0
},
{
"p": 0.07142690569162369,
"m": 1.0
},
{
"p": 0.07143136113882065,
"m": 1.0
},
{
"p": 0.07142850756645203,
"m": 1.0
},
{
"p": 0.07141922414302826,
"m": 1.0
}
]
},
{
"epoch": 55,
"train_loss": 3.0934088230133057,
"val_loss": 1.2043952941894531,
"acc": 56.72,
"time": 265.10840541508514,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0714484453201294,
"m": 1.0
},
{
"p": 0.07138442248106003,
"m": 1.0
},
{
"p": 0.07143246382474899,
"m": 1.0
},
{
"p": 0.07143916934728622,
"m": 1.0
},
{
"p": 0.07142414152622223,
"m": 1.0
},
{
"p": 0.07141795754432678,
"m": 1.0
},
{
"p": 0.0714397057890892,
"m": 1.0
},
{
"p": 0.07143297791481018,
"m": 1.0
},
{
"p": 0.07141269743442535,
"m": 1.0
},
{
"p": 0.07142800092697144,
"m": 1.0
},
{
"p": 0.07143963128328323,
"m": 1.0
},
{
"p": 0.0714351162314415,
"m": 1.0
},
{
"p": 0.07144225388765335,
"m": 1.0
},
{
"p": 0.0714230090379715,
"m": 1.0
}
]
},
{
"epoch": 56,
"train_loss": 3.1657052040100098,
"val_loss": 1.1668232679367065,
"acc": 57.46,
"time": 265.00554814201314,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07149047404527664,
"m": 1.0
},
{
"p": 0.07142210006713867,
"m": 1.0
},
{
"p": 0.07143395394086838,
"m": 1.0
},
{
"p": 0.07142433524131775,
"m": 1.0
},
{
"p": 0.07141448557376862,
"m": 1.0
},
{
"p": 0.07142001390457153,
"m": 1.0
},
{
"p": 0.07142342627048492,
"m": 1.0
},
{
"p": 0.0714334025979042,
"m": 1.0
},
{
"p": 0.07142577320337296,
"m": 1.0
},
{
"p": 0.0714227482676506,
"m": 1.0
},
{
"p": 0.07141951471567154,
"m": 1.0
},
{
"p": 0.07142578810453415,
"m": 1.0
},
{
"p": 0.07142622023820877,
"m": 1.0
},
{
"p": 0.07141774147748947,
"m": 1.0
}
]
},
{
"epoch": 57,
"train_loss": 3.0848469734191895,
"val_loss": 1.2309319972991943,
"acc": 54.67,
"time": 264.99970572197344,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143519818782806,
"m": 1.0
},
{
"p": 0.07136698812246323,
"m": 1.0
},
{
"p": 0.07143202424049377,
"m": 1.0
},
{
"p": 0.07143054902553558,
"m": 1.0
},
{
"p": 0.0714157298207283,
"m": 1.0
},
{
"p": 0.07142779976129532,
"m": 1.0
},
{
"p": 0.07143360376358032,
"m": 1.0
},
{
"p": 0.07142812758684158,
"m": 1.0
},
{
"p": 0.07143029570579529,
"m": 1.0
},
{
"p": 0.07144621014595032,
"m": 1.0
},
{
"p": 0.07144282758235931,
"m": 1.0
},
{
"p": 0.07144671678543091,
"m": 1.0
},
{
"p": 0.07144416868686676,
"m": 1.0
},
{
"p": 0.07141972333192825,
"m": 1.0
}
]
},
{
"epoch": 58,
"train_loss": 3.091355323791504,
"val_loss": 1.2449532747268677,
"acc": 56.57,
"time": 266.70184382004663,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07145529985427856,
"m": 1.0
},
{
"p": 0.07139166444540024,
"m": 1.0
},
{
"p": 0.07143905013799667,
"m": 1.0
},
{
"p": 0.0714399591088295,
"m": 1.0
},
{
"p": 0.07140123844146729,
"m": 1.0
},
{
"p": 0.0714053213596344,
"m": 1.0
},
{
"p": 0.07143819332122803,
"m": 1.0
},
{
"p": 0.07140393555164337,
"m": 1.0
},
{
"p": 0.07145547866821289,
"m": 1.0
},
{
"p": 0.07143614441156387,
"m": 1.0
},
{
"p": 0.07143466174602509,
"m": 1.0
},
{
"p": 0.0714443102478981,
"m": 1.0
},
{
"p": 0.07143421471118927,
"m": 1.0
},
{
"p": 0.07142049074172974,
"m": 1.0
}
]
},
{
"epoch": 59,
"train_loss": 2.845630168914795,
"val_loss": 1.180655837059021,
"acc": 59.32,
"time": 266.3488745900104,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07140780985355377,
"m": 1.0
},
{
"p": 0.07140455394983292,
"m": 1.0
},
{
"p": 0.0714213028550148,
"m": 1.0
},
{
"p": 0.07143905013799667,
"m": 1.0
},
{
"p": 0.07141757756471634,
"m": 1.0
},
{
"p": 0.07143113017082214,
"m": 1.0
},
{
"p": 0.07144185155630112,
"m": 1.0
},
{
"p": 0.0714498981833458,
"m": 1.0
},
{
"p": 0.07143367826938629,
"m": 1.0
},
{
"p": 0.07141824811697006,
"m": 1.0
},
{
"p": 0.07143691182136536,
"m": 1.0
},
{
"p": 0.07143750786781311,
"m": 1.0
},
{
"p": 0.07144006341695786,
"m": 1.0
},
{
"p": 0.07142041623592377,
"m": 1.0
}
]
},
{
"epoch": 60,
"train_loss": 2.8051953315734863,
"val_loss": 1.1568235158920288,
"acc": 59.5,
"time": 264.4134096009657,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07147714495658875,
"m": 1.0
},
{
"p": 0.07137809693813324,
"m": 1.0
},
{
"p": 0.07142473012208939,
"m": 1.0
},
{
"p": 0.07143503427505493,
"m": 1.0
},
{
"p": 0.07142254710197449,
"m": 1.0
},
{
"p": 0.07140733301639557,
"m": 1.0
},
{
"p": 0.07143272459506989,
"m": 1.0
},
{
"p": 0.07143627107143402,
"m": 1.0
},
{
"p": 0.0714431032538414,
"m": 1.0
},
{
"p": 0.07142923027276993,
"m": 1.0
},
{
"p": 0.07142705470323563,
"m": 1.0
},
{
"p": 0.07144255936145782,
"m": 1.0
},
{
"p": 0.07143055647611618,
"m": 1.0
},
{
"p": 0.07141365855932236,
"m": 1.0
}
]
},
{
"epoch": 61,
"train_loss": 2.639796733856201,
"val_loss": 1.2454811334609985,
"acc": 59.68,
"time": 264.53587882989086,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07151015102863312,
"m": 1.0
},
{
"p": 0.07136937230825424,
"m": 1.0
},
{
"p": 0.0714484304189682,
"m": 1.0
},
{
"p": 0.07142370194196701,
"m": 1.0
},
{
"p": 0.07142180949449539,
"m": 1.0
},
{
"p": 0.07141660153865814,
"m": 1.0
},
{
"p": 0.07142085582017899,
"m": 1.0
},
{
"p": 0.07146672904491425,
"m": 1.0
},
{
"p": 0.07139282673597336,
"m": 1.0
},
{
"p": 0.07145355641841888,
"m": 1.0
},
{
"p": 0.07143045216798782,
"m": 1.0
},
{
"p": 0.0714133158326149,
"m": 1.0
},
{
"p": 0.07142985612154007,
"m": 1.0
},
{
"p": 0.07140234112739563,
"m": 1.0
}
]
},
{
"epoch": 62,
"train_loss": 3.064485549926758,
"val_loss": 1.1934072971343994,
"acc": 60.0,
"time": 264.5681231189519,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07148518413305283,
"m": 1.0
},
{
"p": 0.07136661559343338,
"m": 1.0
},
{
"p": 0.07143784314393997,
"m": 1.0
},
{
"p": 0.07142994552850723,
"m": 1.0
},
{
"p": 0.07141300290822983,
"m": 1.0
},
{
"p": 0.07140197604894638,
"m": 1.0
},
{
"p": 0.07142932713031769,
"m": 1.0
},
{
"p": 0.07144274562597275,
"m": 1.0
},
{
"p": 0.07144854217767715,
"m": 1.0
},
{
"p": 0.07144241780042648,
"m": 1.0
},
{
"p": 0.07144124805927277,
"m": 1.0
},
{
"p": 0.07143015414476395,
"m": 1.0
},
{
"p": 0.07143077999353409,
"m": 1.0
},
{
"p": 0.0714002475142479,
"m": 1.0
}
]
},
{
"epoch": 63,
"train_loss": 2.997850179672241,
"val_loss": 1.151776909828186,
"acc": 58.38,
"time": 264.2896528870333,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07138848304748535,
"m": 1.0
},
{
"p": 0.0713883563876152,
"m": 1.0
},
{
"p": 0.07143749296665192,
"m": 1.0
},
{
"p": 0.07144369184970856,
"m": 1.0
},
{
"p": 0.07143732905387878,
"m": 1.0
},
{
"p": 0.0714007094502449,
"m": 1.0
},
{
"p": 0.07143206149339676,
"m": 1.0
},
{
"p": 0.07142554223537445,
"m": 1.0
},
{
"p": 0.07142806798219681,
"m": 1.0
},
{
"p": 0.07146088778972626,
"m": 1.0
},
{
"p": 0.0714406967163086,
"m": 1.0
},
{
"p": 0.07144930958747864,
"m": 1.0
},
{
"p": 0.07144152373075485,
"m": 1.0
},
{
"p": 0.07142581790685654,
"m": 1.0
}
]
},
{
"epoch": 64,
"train_loss": 2.878368377685547,
"val_loss": 1.1441841125488281,
"acc": 59.67,
"time": 265.7833288209513,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07154888659715652,
"m": 1.0
},
{
"p": 0.07138927280902863,
"m": 1.0
},
{
"p": 0.07144232094287872,
"m": 1.0
},
{
"p": 0.07142239063978195,
"m": 1.0
},
{
"p": 0.0714336708188057,
"m": 1.0
},
{
"p": 0.07139251381158829,
"m": 1.0
},
{
"p": 0.07142452150583267,
"m": 1.0
},
{
"p": 0.07142245024442673,
"m": 1.0
},
{
"p": 0.07143446058034897,
"m": 1.0
},
{
"p": 0.07138790190219879,
"m": 1.0
},
{
"p": 0.07142888754606247,
"m": 1.0
},
{
"p": 0.07144016772508621,
"m": 1.0
},
{
"p": 0.07142198085784912,
"m": 1.0
},
{
"p": 0.07141058146953583,
"m": 1.0
}
]
},
{
"epoch": 65,
"train_loss": 3.1103920936584473,
"val_loss": 1.166977882385254,
"acc": 60.41,
"time": 265.44461185496766,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07147964090108871,
"m": 1.0
},
{
"p": 0.07143925130367279,
"m": 1.0
},
{
"p": 0.07143120467662811,
"m": 1.0
},
{
"p": 0.07141806930303574,
"m": 1.0
},
{
"p": 0.07140336185693741,
"m": 1.0
},
{
"p": 0.07142392545938492,
"m": 1.0
},
{
"p": 0.07142096757888794,
"m": 1.0
},
{
"p": 0.07143135368824005,
"m": 1.0
},
{
"p": 0.07144632935523987,
"m": 1.0
},
{
"p": 0.07143678516149521,
"m": 1.0
},
{
"p": 0.07142212986946106,
"m": 1.0
},
{
"p": 0.07143472135066986,
"m": 1.0
},
{
"p": 0.0714208260178566,
"m": 1.0
},
{
"p": 0.07139143347740173,
"m": 1.0
}
]
},
{
"epoch": 66,
"train_loss": 2.900388240814209,
"val_loss": 1.1254431009292603,
"acc": 61.97,
"time": 264.47762336500455,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07139525562524796,
"m": 1.0
},
{
"p": 0.07136593014001846,
"m": 1.0
},
{
"p": 0.07145874202251434,
"m": 1.0
},
{
"p": 0.07144899666309357,
"m": 1.0
},
{
"p": 0.07146330177783966,
"m": 1.0
},
{
"p": 0.07140162587165833,
"m": 1.0
},
{
"p": 0.07143966108560562,
"m": 1.0
},
{
"p": 0.07144549489021301,
"m": 1.0
},
{
"p": 0.07138931751251221,
"m": 1.0
},
{
"p": 0.07145919650793076,
"m": 1.0
},
{
"p": 0.07143104076385498,
"m": 1.0
},
{
"p": 0.0714402049779892,
"m": 1.0
},
{
"p": 0.07144717872142792,
"m": 1.0
},
{
"p": 0.07141406834125519,
"m": 1.0
}
]
},
{
"epoch": 67,
"train_loss": 2.958045482635498,
"val_loss": 1.0981143712997437,
"acc": 61.86,
"time": 264.0987780930009,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.071534663438797,
"m": 1.0
},
{
"p": 0.07145895808935165,
"m": 1.0
},
{
"p": 0.07143499702215195,
"m": 1.0
},
{
"p": 0.07143180817365646,
"m": 1.0
},
{
"p": 0.07138601690530777,
"m": 1.0
},
{
"p": 0.07133978605270386,
"m": 1.0
},
{
"p": 0.07141643017530441,
"m": 1.0
},
{
"p": 0.07143715023994446,
"m": 1.0
},
{
"p": 0.0714382752776146,
"m": 1.0
},
{
"p": 0.07145140320062637,
"m": 1.0
},
{
"p": 0.07142290472984314,
"m": 1.0
},
{
"p": 0.0714380294084549,
"m": 1.0
},
{
"p": 0.07141894102096558,
"m": 1.0
},
{
"p": 0.07139062136411667,
"m": 1.0
}
]
},
{
"epoch": 68,
"train_loss": 2.659785747528076,
"val_loss": 1.0777804851531982,
"acc": 61.31,
"time": 264.38258882192895,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07146201282739639,
"m": 1.0
},
{
"p": 0.07140251994132996,
"m": 1.0
},
{
"p": 0.07140384614467621,
"m": 1.0
},
{
"p": 0.07142740488052368,
"m": 1.0
},
{
"p": 0.071407750248909,
"m": 1.0
},
{
"p": 0.07140563428401947,
"m": 1.0
},
{
"p": 0.07142230123281479,
"m": 1.0
},
{
"p": 0.07147211581468582,
"m": 1.0
},
{
"p": 0.07145606726408005,
"m": 1.0
},
{
"p": 0.07145819813013077,
"m": 1.0
},
{
"p": 0.07141713052988052,
"m": 1.0
},
{
"p": 0.07143506407737732,
"m": 1.0
},
{
"p": 0.07142145931720734,
"m": 1.0
},
{
"p": 0.07140849530696869,
"m": 1.0
}
]
},
{
"epoch": 69,
"train_loss": 2.9623422622680664,
"val_loss": 1.0397731065750122,
"acc": 61.28,
"time": 264.0885210960405,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0714612603187561,
"m": 1.0
},
{
"p": 0.07141370326280594,
"m": 1.0
},
{
"p": 0.07144420593976974,
"m": 1.0
},
{
"p": 0.07143915444612503,
"m": 1.0
},
{
"p": 0.07140287756919861,
"m": 1.0
},
{
"p": 0.0714004710316658,
"m": 1.0
},
{
"p": 0.0714324563741684,
"m": 1.0
},
{
"p": 0.07141460478305817,
"m": 1.0
},
{
"p": 0.07142791152000427,
"m": 1.0
},
{
"p": 0.07145421206951141,
"m": 1.0
},
{
"p": 0.07142738252878189,
"m": 1.0
},
{
"p": 0.07142434269189835,
"m": 1.0
},
{
"p": 0.07143603265285492,
"m": 1.0
},
{
"p": 0.07142138481140137,
"m": 1.0
}
]
},
{
"epoch": 70,
"train_loss": 3.0699663162231445,
"val_loss": 1.1668529510498047,
"acc": 61.71,
"time": 264.6398130899761,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07150004059076309,
"m": 1.0
},
{
"p": 0.07139981538057327,
"m": 1.0
},
{
"p": 0.07144225388765335,
"m": 1.0
},
{
"p": 0.07142388820648193,
"m": 1.0
},
{
"p": 0.0714242085814476,
"m": 1.0
},
{
"p": 0.0713818222284317,
"m": 1.0
},
{
"p": 0.07142891734838486,
"m": 1.0
},
{
"p": 0.07143236696720123,
"m": 1.0
},
{
"p": 0.0714343786239624,
"m": 1.0
},
{
"p": 0.07142464816570282,
"m": 1.0
},
{
"p": 0.07143589109182358,
"m": 1.0
},
{
"p": 0.07143071293830872,
"m": 1.0
},
{
"p": 0.07143378257751465,
"m": 1.0
},
{
"p": 0.07140721380710602,
"m": 1.0
}
]
},
{
"epoch": 71,
"train_loss": 2.876230001449585,
"val_loss": 1.1853212118148804,
"acc": 59.46,
"time": 264.82053920195904,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07144898176193237,
"m": 1.0
},
{
"p": 0.0713842362165451,
"m": 1.0
},
{
"p": 0.07144651561975479,
"m": 1.0
},
{
"p": 0.07142975181341171,
"m": 1.0
},
{
"p": 0.07139439880847931,
"m": 1.0
},
{
"p": 0.07142556458711624,
"m": 1.0
},
{
"p": 0.07144059985876083,
"m": 1.0
},
{
"p": 0.0714251697063446,
"m": 1.0
},
{
"p": 0.07143733650445938,
"m": 1.0
},
{
"p": 0.07145898789167404,
"m": 1.0
},
{
"p": 0.07141593843698502,
"m": 1.0
},
{
"p": 0.07143370062112808,
"m": 1.0
},
{
"p": 0.07145142555236816,
"m": 1.0
},
{
"p": 0.07140739262104034,
"m": 1.0
}
]
},
{
"epoch": 72,
"train_loss": 3.082265853881836,
"val_loss": 1.1099926233291626,
"acc": 59.1,
"time": 266.0088501109276,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0714307352900505,
"m": 1.0
},
{
"p": 0.07137628644704819,
"m": 1.0
},
{
"p": 0.07146406173706055,
"m": 1.0
},
{
"p": 0.07143988460302353,
"m": 1.0
},
{
"p": 0.07141996175050735,
"m": 1.0
},
{
"p": 0.07138372957706451,
"m": 1.0
},
{
"p": 0.07143809646368027,
"m": 1.0
},
{
"p": 0.07142745703458786,
"m": 1.0
},
{
"p": 0.07147330790758133,
"m": 1.0
},
{
"p": 0.0714460015296936,
"m": 1.0
},
{
"p": 0.07144226133823395,
"m": 1.0
},
{
"p": 0.07144239544868469,
"m": 1.0
},
{
"p": 0.07142504304647446,
"m": 1.0
},
{
"p": 0.07139082252979279,
"m": 1.0
}
]
},
{
"epoch": 73,
"train_loss": 3.019259452819824,
"val_loss": 1.1520464420318604,
"acc": 61.02,
"time": 265.245556956972,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07144691050052643,
"m": 1.0
},
{
"p": 0.0713653415441513,
"m": 1.0
},
{
"p": 0.07145523279905319,
"m": 1.0
},
{
"p": 0.07141867280006409,
"m": 1.0
},
{
"p": 0.0714191123843193,
"m": 1.0
},
{
"p": 0.0713891014456749,
"m": 1.0
},
{
"p": 0.07143592089414597,
"m": 1.0
},
{
"p": 0.07143909484148026,
"m": 1.0
},
{
"p": 0.07145000249147415,
"m": 1.0
},
{
"p": 0.07145421952009201,
"m": 1.0
},
{
"p": 0.07143468409776688,
"m": 1.0
},
{
"p": 0.07143980264663696,
"m": 1.0
},
{
"p": 0.07143429666757584,
"m": 1.0
},
{
"p": 0.07141763716936111,
"m": 1.0
}
]
},
{
"epoch": 74,
"train_loss": 2.872499942779541,
"val_loss": 1.0607956647872925,
"acc": 63.91,
"time": 265.64575690601487,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0715651586651802,
"m": 1.0
},
{
"p": 0.07141201198101044,
"m": 1.0
},
{
"p": 0.07143211364746094,
"m": 1.0
},
{
"p": 0.07140698283910751,
"m": 1.0
},
{
"p": 0.07138437032699585,
"m": 1.0
},
{
"p": 0.07141479849815369,
"m": 1.0
},
{
"p": 0.07140444219112396,
"m": 1.0
},
{
"p": 0.07144220173358917,
"m": 1.0
},
{
"p": 0.07144267857074738,
"m": 1.0
},
{
"p": 0.07147257030010223,
"m": 1.0
},
{
"p": 0.07140598446130753,
"m": 1.0
},
{
"p": 0.07142335921525955,
"m": 1.0
},
{
"p": 0.07140780240297318,
"m": 1.0
},
{
"p": 0.07138552516698837,
"m": 1.0
}
]
},
{
"epoch": 75,
"train_loss": 2.6741299629211426,
"val_loss": 1.13726007938385,
"acc": 60.69,
"time": 265.41915400198195,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07150131464004517,
"m": 1.0
},
{
"p": 0.07135050743818283,
"m": 1.0
},
{
"p": 0.0714377909898758,
"m": 1.0
},
{
"p": 0.07142957299947739,
"m": 1.0
},
{
"p": 0.07139590382575989,
"m": 1.0
},
{
"p": 0.07142074406147003,
"m": 1.0
},
{
"p": 0.071431003510952,
"m": 1.0
},
{
"p": 0.07143671065568924,
"m": 1.0
},
{
"p": 0.07146024703979492,
"m": 1.0
},
{
"p": 0.0714053213596344,
"m": 1.0
},
{
"p": 0.07143249362707138,
"m": 1.0
},
{
"p": 0.07145989686250687,
"m": 1.0
},
{
"p": 0.0714290589094162,
"m": 1.0
},
{
"p": 0.0714094340801239,
"m": 1.0
}
]
},
{
"epoch": 76,
"train_loss": 2.870175361633301,
"val_loss": 1.056203842163086,
"acc": 62.86,
"time": 264.15849896799773,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07133171707391739,
"m": 1.0
},
{
"p": 0.07136841863393784,
"m": 1.0
},
{
"p": 0.07146470248699188,
"m": 1.0
},
{
"p": 0.07145547866821289,
"m": 1.0
},
{
"p": 0.07135972380638123,
"m": 1.0
},
{
"p": 0.07139566540718079,
"m": 1.0
},
{
"p": 0.0714583545923233,
"m": 1.0
},
{
"p": 0.07147762179374695,
"m": 1.0
},
{
"p": 0.07146629691123962,
"m": 1.0
},
{
"p": 0.07140831649303436,
"m": 1.0
},
{
"p": 0.07145921885967255,
"m": 1.0
},
{
"p": 0.07146906852722168,
"m": 1.0
},
{
"p": 0.07146111130714417,
"m": 1.0
},
{
"p": 0.07142428308725357,
"m": 1.0
}
]
},
{
"epoch": 77,
"train_loss": 2.8075289726257324,
"val_loss": 0.9734491109848022,
"acc": 64.91,
"time": 265.02064238104504,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07154759764671326,
"m": 1.0
},
{
"p": 0.07140804827213287,
"m": 1.0
},
{
"p": 0.07144474983215332,
"m": 1.0
},
{
"p": 0.07141326367855072,
"m": 1.0
},
{
"p": 0.07141735404729843,
"m": 1.0
},
{
"p": 0.071368508040905,
"m": 1.0
},
{
"p": 0.07141833752393723,
"m": 1.0
},
{
"p": 0.07144073396921158,
"m": 1.0
},
{
"p": 0.07142593711614609,
"m": 1.0
},
{
"p": 0.07143210619688034,
"m": 1.0
},
{
"p": 0.07142587006092072,
"m": 1.0
},
{
"p": 0.07143136858940125,
"m": 1.0
},
{
"p": 0.07142475992441177,
"m": 1.0
},
{
"p": 0.07140139490365982,
"m": 1.0
}
]
},
{
"epoch": 78,
"train_loss": 2.5166666507720947,
"val_loss": 1.029021143913269,
"acc": 64.73,
"time": 265.392545907991,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07141884416341782,
"m": 1.0
},
{
"p": 0.07136157155036926,
"m": 1.0
},
{
"p": 0.07144416868686676,
"m": 1.0
},
{
"p": 0.07143571227788925,
"m": 1.0
},
{
"p": 0.07140650600194931,
"m": 1.0
},
{
"p": 0.0714309960603714,
"m": 1.0
},
{
"p": 0.07142758369445801,
"m": 1.0
},
{
"p": 0.07144177705049515,
"m": 1.0
},
{
"p": 0.07147354632616043,
"m": 1.0
},
{
"p": 0.07142625749111176,
"m": 1.0
},
{
"p": 0.07143307477235794,
"m": 1.0
},
{
"p": 0.07145650684833527,
"m": 1.0
},
{
"p": 0.07143563777208328,
"m": 1.0
},
{
"p": 0.07140779495239258,
"m": 1.0
}
]
},
{
"epoch": 79,
"train_loss": 2.6250295639038086,
"val_loss": 1.2044602632522583,
"acc": 65.35,
"time": 264.4350571009563,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07146631181240082,
"m": 1.0
},
{
"p": 0.07135771960020065,
"m": 1.0
},
{
"p": 0.07144337892532349,
"m": 1.0
},
{
"p": 0.0714268684387207,
"m": 1.0
},
{
"p": 0.0714229941368103,
"m": 1.0
},
{
"p": 0.07138419896364212,
"m": 1.0
},
{
"p": 0.07143573462963104,
"m": 1.0
},
{
"p": 0.07145249843597412,
"m": 1.0
},
{
"p": 0.07143514603376389,
"m": 1.0
},
{
"p": 0.07146448642015457,
"m": 1.0
},
{
"p": 0.07143079489469528,
"m": 1.0
},
{
"p": 0.07143668085336685,
"m": 1.0
},
{
"p": 0.07143733650445938,
"m": 1.0
},
{
"p": 0.07140586525201797,
"m": 1.0
}
]
},
{
"epoch": 80,
"train_loss": 2.755805015563965,
"val_loss": 1.1525397300720215,
"acc": 63.07,
"time": 263.8049396650167,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07145234197378159,
"m": 1.0
},
{
"p": 0.07135865092277527,
"m": 1.0
},
{
"p": 0.07151923328638077,
"m": 1.0
},
{
"p": 0.07140975445508957,
"m": 1.0
},
{
"p": 0.07143529504537582,
"m": 1.0
},
{
"p": 0.07140221446752548,
"m": 1.0
},
{
"p": 0.07143346965312958,
"m": 1.0
},
{
"p": 0.07145017385482788,
"m": 1.0
},
{
"p": 0.0714561864733696,
"m": 1.0
},
{
"p": 0.07146136462688446,
"m": 1.0
},
{
"p": 0.07143017649650574,
"m": 1.0
},
{
"p": 0.07138209044933319,
"m": 1.0
},
{
"p": 0.07142297923564911,
"m": 1.0
},
{
"p": 0.07138601690530777,
"m": 1.0
}
]
},
{
"epoch": 81,
"train_loss": 2.8966760635375977,
"val_loss": 1.123693823814392,
"acc": 60.73,
"time": 264.03876984503586,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07141293585300446,
"m": 1.0
},
{
"p": 0.07131481915712357,
"m": 1.0
},
{
"p": 0.07142270356416702,
"m": 1.0
},
{
"p": 0.07142390310764313,
"m": 1.0
},
{
"p": 0.07141847163438797,
"m": 1.0
},
{
"p": 0.07140000909566879,
"m": 1.0
},
{
"p": 0.07143878936767578,
"m": 1.0
},
{
"p": 0.07145771384239197,
"m": 1.0
},
{
"p": 0.07146179676055908,
"m": 1.0
},
{
"p": 0.07149288803339005,
"m": 1.0
},
{
"p": 0.0714496597647667,
"m": 1.0
},
{
"p": 0.07145488262176514,
"m": 1.0
},
{
"p": 0.0714346244931221,
"m": 1.0
},
{
"p": 0.07141681015491486,
"m": 1.0
}
]
},
{
"epoch": 82,
"train_loss": 2.7163052558898926,
"val_loss": 1.036206603050232,
"acc": 65.55,
"time": 266.4476774560753,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0714133083820343,
"m": 1.0
},
{
"p": 0.0714123472571373,
"m": 1.0
},
{
"p": 0.0714528039097786,
"m": 1.0
},
{
"p": 0.07141914963722229,
"m": 1.0
},
{
"p": 0.07139746099710464,
"m": 1.0
},
{
"p": 0.07135822623968124,
"m": 1.0
},
{
"p": 0.07145149260759354,
"m": 1.0
},
{
"p": 0.07145393639802933,
"m": 1.0
},
{
"p": 0.07149694114923477,
"m": 1.0
},
{
"p": 0.07142696529626846,
"m": 1.0
},
{
"p": 0.07142822444438934,
"m": 1.0
},
{
"p": 0.07142969965934753,
"m": 1.0
},
{
"p": 0.07144937664270401,
"m": 1.0
},
{
"p": 0.07141004502773285,
"m": 1.0
}
]
},
{
"epoch": 83,
"train_loss": 2.936795473098755,
"val_loss": 0.9755975604057312,
"acc": 63.52,
"time": 263.18444405996706,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07135748863220215,
"m": 1.0
},
{
"p": 0.07129526883363724,
"m": 1.0
},
{
"p": 0.07144226133823395,
"m": 1.0
},
{
"p": 0.07146050035953522,
"m": 1.0
},
{
"p": 0.07138634473085403,
"m": 1.0
},
{
"p": 0.0714019238948822,
"m": 1.0
},
{
"p": 0.07148142904043198,
"m": 1.0
},
{
"p": 0.07148353010416031,
"m": 1.0
},
{
"p": 0.07139803469181061,
"m": 1.0
},
{
"p": 0.07146617770195007,
"m": 1.0
},
{
"p": 0.07146316766738892,
"m": 1.0
},
{
"p": 0.07147591561079025,
"m": 1.0
},
{
"p": 0.07146758586168289,
"m": 1.0
},
{
"p": 0.07142037898302078,
"m": 1.0
}
]
},
{
"epoch": 84,
"train_loss": 2.9173824787139893,
"val_loss": 1.015699028968811,
"acc": 63.58,
"time": 265.27611328393687,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07151728868484497,
"m": 1.0
},
{
"p": 0.07135942578315735,
"m": 1.0
},
{
"p": 0.0714263990521431,
"m": 1.0
},
{
"p": 0.07141958177089691,
"m": 1.0
},
{
"p": 0.07140477001667023,
"m": 1.0
},
{
"p": 0.07139000296592712,
"m": 1.0
},
{
"p": 0.07142993062734604,
"m": 1.0
},
{
"p": 0.07139226049184799,
"m": 1.0
},
{
"p": 0.07148613035678864,
"m": 1.0
},
{
"p": 0.07145162671804428,
"m": 1.0
},
{
"p": 0.0714258998632431,
"m": 1.0
},
{
"p": 0.07147734612226486,
"m": 1.0
},
{
"p": 0.0714278519153595,
"m": 1.0
},
{
"p": 0.07139144837856293,
"m": 1.0
}
]
},
{
"epoch": 85,
"train_loss": 2.2862627506256104,
"val_loss": 0.8753640651702881,
"acc": 65.74,
"time": 265.1914027770981,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143933326005936,
"m": 1.0
},
{
"p": 0.0712851881980896,
"m": 1.0
},
{
"p": 0.07144699990749359,
"m": 1.0
},
{
"p": 0.07143890112638474,
"m": 1.0
},
{
"p": 0.07140491902828217,
"m": 1.0
},
{
"p": 0.07137709110975266,
"m": 1.0
},
{
"p": 0.07145087420940399,
"m": 1.0
},
{
"p": 0.07147351652383804,
"m": 1.0
},
{
"p": 0.0714348554611206,
"m": 1.0
},
{
"p": 0.07145164906978607,
"m": 1.0
},
{
"p": 0.0714537501335144,
"m": 1.0
},
{
"p": 0.07146413624286652,
"m": 1.0
},
{
"p": 0.07146661728620529,
"m": 1.0
},
{
"p": 0.07141219824552536,
"m": 1.0
}
]
},
{
"epoch": 86,
"train_loss": 2.607851505279541,
"val_loss": 0.9692609906196594,
"acc": 65.13,
"time": 266.3068154989742,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07133910059928894,
"m": 1.0
},
{
"p": 0.07132568955421448,
"m": 1.0
},
{
"p": 0.07144579291343689,
"m": 1.0
},
{
"p": 0.07144428044557571,
"m": 1.0
},
{
"p": 0.07140851765871048,
"m": 1.0
},
{
"p": 0.07138869911432266,
"m": 1.0
},
{
"p": 0.07145371288061142,
"m": 1.0
},
{
"p": 0.071429044008255,
"m": 1.0
},
{
"p": 0.07149343192577362,
"m": 1.0
},
{
"p": 0.07147132605314255,
"m": 1.0
},
{
"p": 0.07145310938358307,
"m": 1.0
},
{
"p": 0.07144850492477417,
"m": 1.0
},
{
"p": 0.07145582884550095,
"m": 1.0
},
{
"p": 0.07144293189048767,
"m": 1.0
}
]
},
{
"epoch": 87,
"train_loss": 2.713493824005127,
"val_loss": 0.9390438795089722,
"acc": 65.77,
"time": 266.0761425800156,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07145258039236069,
"m": 1.0
},
{
"p": 0.07135148346424103,
"m": 1.0
},
{
"p": 0.07143658399581909,
"m": 1.0
},
{
"p": 0.07142459601163864,
"m": 1.0
},
{
"p": 0.07136238366365433,
"m": 1.0
},
{
"p": 0.07142365723848343,
"m": 1.0
},
{
"p": 0.07143807411193848,
"m": 1.0
},
{
"p": 0.07142649590969086,
"m": 1.0
},
{
"p": 0.07143160700798035,
"m": 1.0
},
{
"p": 0.07153824716806412,
"m": 1.0
},
{
"p": 0.07143852114677429,
"m": 1.0
},
{
"p": 0.07144565880298615,
"m": 1.0
},
{
"p": 0.07145202904939651,
"m": 1.0
},
{
"p": 0.07137807458639145,
"m": 1.0
}
]
},
{
"epoch": 88,
"train_loss": 2.5729269981384277,
"val_loss": 1.0204359292984009,
"acc": 64.2,
"time": 264.07199449196924,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07155546545982361,
"m": 1.0
},
{
"p": 0.07136420905590057,
"m": 1.0
},
{
"p": 0.07146693766117096,
"m": 1.0
},
{
"p": 0.07138632982969284,
"m": 1.0
},
{
"p": 0.07135522365570068,
"m": 1.0
},
{
"p": 0.07139836996793747,
"m": 1.0
},
{
"p": 0.07140450179576874,
"m": 1.0
},
{
"p": 0.07142774760723114,
"m": 1.0
},
{
"p": 0.07148188352584839,
"m": 1.0
},
{
"p": 0.07144704461097717,
"m": 1.0
},
{
"p": 0.07141461968421936,
"m": 1.0
},
{
"p": 0.0714736208319664,
"m": 1.0
},
{
"p": 0.07144053280353546,
"m": 1.0
},
{
"p": 0.07138349860906601,
"m": 1.0
}
]
},
{
"epoch": 89,
"train_loss": 2.529604911804199,
"val_loss": 0.994513750076294,
"acc": 65.71,
"time": 264.26296735403594,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07134244590997696,
"m": 1.0
},
{
"p": 0.07141213119029999,
"m": 1.0
},
{
"p": 0.07145537436008453,
"m": 1.0
},
{
"p": 0.07145382463932037,
"m": 1.0
},
{
"p": 0.07140463590621948,
"m": 1.0
},
{
"p": 0.07132100313901901,
"m": 1.0
},
{
"p": 0.07145797461271286,
"m": 1.0
},
{
"p": 0.07141117751598358,
"m": 1.0
},
{
"p": 0.07146694511175156,
"m": 1.0
},
{
"p": 0.07147394120693207,
"m": 1.0
},
{
"p": 0.07145960628986359,
"m": 1.0
},
{
"p": 0.07145331799983978,
"m": 1.0
},
{
"p": 0.0714666098356247,
"m": 1.0
},
{
"p": 0.0714210569858551,
"m": 1.0
}
]
},
{
"epoch": 90,
"train_loss": 2.7927234172821045,
"val_loss": 1.091189980506897,
"acc": 64.97,
"time": 265.11412320600357,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142653316259384,
"m": 1.0
},
{
"p": 0.07153601944446564,
"m": 1.0
},
{
"p": 0.07141261547803879,
"m": 1.0
},
{
"p": 0.071441151201725,
"m": 1.0
},
{
"p": 0.07140254974365234,
"m": 1.0
},
{
"p": 0.07132592052221298,
"m": 1.0
},
{
"p": 0.07141965627670288,
"m": 1.0
},
{
"p": 0.07136228680610657,
"m": 1.0
},
{
"p": 0.07156305015087128,
"m": 1.0
},
{
"p": 0.07143476605415344,
"m": 1.0
},
{
"p": 0.07141876220703125,
"m": 1.0
},
{
"p": 0.07149375230073929,
"m": 1.0
},
{
"p": 0.07144196331501007,
"m": 1.0
},
{
"p": 0.07132098078727722,
"m": 1.0
}
]
},
{
"epoch": 91,
"train_loss": 2.7101097106933594,
"val_loss": 1.0197546482086182,
"acc": 65.92,
"time": 265.03188200108707,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143538445234299,
"m": 1.0
},
{
"p": 0.07132390886545181,
"m": 1.0
},
{
"p": 0.0714993104338646,
"m": 1.0
},
{
"p": 0.07145383954048157,
"m": 1.0
},
{
"p": 0.0714195966720581,
"m": 1.0
},
{
"p": 0.07133923470973969,
"m": 1.0
},
{
"p": 0.07146809995174408,
"m": 1.0
},
{
"p": 0.07140416651964188,
"m": 1.0
},
{
"p": 0.07142379134893417,
"m": 1.0
},
{
"p": 0.07140198349952698,
"m": 1.0
},
{
"p": 0.07147811353206635,
"m": 1.0
},
{
"p": 0.07145252823829651,
"m": 1.0
},
{
"p": 0.07145833224058151,
"m": 1.0
},
{
"p": 0.07144169509410858,
"m": 1.0
}
]
},
{
"epoch": 92,
"train_loss": 2.5295541286468506,
"val_loss": 0.8976547122001648,
"acc": 66.85,
"time": 264.4278510279255,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07144668698310852,
"m": 1.0
},
{
"p": 0.07138677686452866,
"m": 1.0
},
{
"p": 0.07148076593875885,
"m": 1.0
},
{
"p": 0.07141702622175217,
"m": 1.0
},
{
"p": 0.07136166095733643,
"m": 1.0
},
{
"p": 0.07134667783975601,
"m": 1.0
},
{
"p": 0.071424201130867,
"m": 1.0
},
{
"p": 0.07147205621004105,
"m": 1.0
},
{
"p": 0.07147545367479324,
"m": 1.0
},
{
"p": 0.07149478048086166,
"m": 1.0
},
{
"p": 0.07141918689012527,
"m": 1.0
},
{
"p": 0.0714358240365982,
"m": 1.0
},
{
"p": 0.07142159342765808,
"m": 1.0
},
{
"p": 0.07141730189323425,
"m": 1.0
}
]
},
{
"epoch": 93,
"train_loss": 2.5948705673217773,
"val_loss": 1.0051273107528687,
"acc": 67.38,
"time": 265.3079062390607,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0716635137796402,
"m": 1.0
},
{
"p": 0.07122671604156494,
"m": 1.0
},
{
"p": 0.07144827395677567,
"m": 1.0
},
{
"p": 0.07147043198347092,
"m": 1.0
},
{
"p": 0.07135546952486038,
"m": 1.0
},
{
"p": 0.07135815918445587,
"m": 1.0
},
{
"p": 0.07142691314220428,
"m": 1.0
},
{
"p": 0.07142411172389984,
"m": 1.0
},
{
"p": 0.07149004191160202,
"m": 1.0
},
{
"p": 0.07139817625284195,
"m": 1.0
},
{
"p": 0.07145478576421738,
"m": 1.0
},
{
"p": 0.07143541425466537,
"m": 1.0
},
{
"p": 0.07145141065120697,
"m": 1.0
},
{
"p": 0.0713966116309166,
"m": 1.0
}
]
},
{
"epoch": 94,
"train_loss": 2.5184109210968018,
"val_loss": 0.9561052322387695,
"acc": 65.71,
"time": 265.80375884100795,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07152344286441803,
"m": 1.0
},
{
"p": 0.07148804515600204,
"m": 1.0
},
{
"p": 0.07149338722229004,
"m": 1.0
},
{
"p": 0.07140900194644928,
"m": 1.0
},
{
"p": 0.07134286314249039,
"m": 1.0
},
{
"p": 0.0713401734828949,
"m": 1.0
},
{
"p": 0.0713929608464241,
"m": 1.0
},
{
"p": 0.07144760340452194,
"m": 1.0
},
{
"p": 0.07149139791727066,
"m": 1.0
},
{
"p": 0.07142452895641327,
"m": 1.0
},
{
"p": 0.0714123547077179,
"m": 1.0
},
{
"p": 0.0714825987815857,
"m": 1.0
},
{
"p": 0.0713878944516182,
"m": 1.0
},
{
"p": 0.07136373966932297,
"m": 1.0
}
]
},
{
"epoch": 95,
"train_loss": 2.336761474609375,
"val_loss": 0.8412997126579285,
"acc": 66.05,
"time": 265.7774342119228,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0716741681098938,
"m": 1.0
},
{
"p": 0.07130472362041473,
"m": 1.0
},
{
"p": 0.07146257907152176,
"m": 1.0
},
{
"p": 0.07141916453838348,
"m": 1.0
},
{
"p": 0.0713597759604454,
"m": 1.0
},
{
"p": 0.07133747637271881,
"m": 1.0
},
{
"p": 0.07142740488052368,
"m": 1.0
},
{
"p": 0.07149387896060944,
"m": 1.0
},
{
"p": 0.07140658795833588,
"m": 1.0
},
{
"p": 0.07144953310489655,
"m": 1.0
},
{
"p": 0.07142945379018784,
"m": 1.0
},
{
"p": 0.07144001126289368,
"m": 1.0
},
{
"p": 0.07142777740955353,
"m": 1.0
},
{
"p": 0.07136747241020203,
"m": 1.0
}
]
},
{
"epoch": 96,
"train_loss": 2.4910058975219727,
"val_loss": 0.9677531719207764,
"acc": 67.7,
"time": 264.2069460240891,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07124296575784683,
"m": 1.0
},
{
"p": 0.07130902260541916,
"m": 1.0
},
{
"p": 0.07148846983909607,
"m": 1.0
},
{
"p": 0.07148875296115875,
"m": 1.0
},
{
"p": 0.07141333073377609,
"m": 1.0
},
{
"p": 0.07133172452449799,
"m": 1.0
},
{
"p": 0.07146244496107101,
"m": 1.0
},
{
"p": 0.07148438692092896,
"m": 1.0
},
{
"p": 0.0714527890086174,
"m": 1.0
},
{
"p": 0.07145741581916809,
"m": 1.0
},
{
"p": 0.07146130502223969,
"m": 1.0
},
{
"p": 0.07151714712381363,
"m": 1.0
},
{
"p": 0.07147432863712311,
"m": 1.0
},
{
"p": 0.07141587883234024,
"m": 1.0
}
]
},
{
"epoch": 97,
"train_loss": 2.7792534828186035,
"val_loss": 1.0266449451446533,
"acc": 66.4,
"time": 265.06899117596913,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07155071943998337,
"m": 1.0
},
{
"p": 0.0712868794798851,
"m": 1.0
},
{
"p": 0.07153487205505371,
"m": 1.0
},
{
"p": 0.07143519073724747,
"m": 1.0
},
{
"p": 0.0713748186826706,
"m": 1.0
},
{
"p": 0.071407251060009,
"m": 1.0
},
{
"p": 0.07145587354898453,
"m": 1.0
},
{
"p": 0.07140760868787766,
"m": 1.0
},
{
"p": 0.07136881351470947,
"m": 1.0
},
{
"p": 0.07142560929059982,
"m": 1.0
},
{
"p": 0.07145977020263672,
"m": 1.0
},
{
"p": 0.07147304713726044,
"m": 1.0
},
{
"p": 0.0714433565735817,
"m": 1.0
},
{
"p": 0.07137618213891983,
"m": 1.0
}
]
},
{
"epoch": 98,
"train_loss": 2.44521427154541,
"val_loss": 1.015635371208191,
"acc": 67.47,
"time": 266.67558179900516,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0714755654335022,
"m": 1.0
},
{
"p": 0.07125445455312729,
"m": 1.0
},
{
"p": 0.07146438956260681,
"m": 1.0
},
{
"p": 0.07141891121864319,
"m": 1.0
},
{
"p": 0.07137089222669601,
"m": 1.0
},
{
"p": 0.07140462845563889,
"m": 1.0
},
{
"p": 0.07146447896957397,
"m": 1.0
},
{
"p": 0.07139865309000015,
"m": 1.0
},
{
"p": 0.07152742147445679,
"m": 1.0
},
{
"p": 0.07144979387521744,
"m": 1.0
},
{
"p": 0.07145746052265167,
"m": 1.0
},
{
"p": 0.07142697274684906,
"m": 1.0
},
{
"p": 0.0714680626988411,
"m": 1.0
},
{
"p": 0.07141835242509842,
"m": 1.0
}
]
},
{
"epoch": 99,
"train_loss": 2.3919694423675537,
"val_loss": 1.0171505212783813,
"acc": 65.51,
"time": 265.9489704470616,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07141763716936111,
"m": 1.0
},
{
"p": 0.07122039049863815,
"m": 1.0
},
{
"p": 0.0715167447924614,
"m": 1.0
},
{
"p": 0.07152240723371506,
"m": 1.0
},
{
"p": 0.07139544188976288,
"m": 1.0
},
{
"p": 0.07130429148674011,
"m": 1.0
},
{
"p": 0.07149501144886017,
"m": 1.0
},
{
"p": 0.07150425761938095,
"m": 1.0
},
{
"p": 0.07133664190769196,
"m": 1.0
},
{
"p": 0.07139403373003006,
"m": 1.0
},
{
"p": 0.07146561145782471,
"m": 1.0
},
{
"p": 0.07151240110397339,
"m": 1.0
},
{
"p": 0.07151375710964203,
"m": 1.0
},
{
"p": 0.07140134274959564,
"m": 1.0
}
]
},
{
"epoch": 100,
"train_loss": 2.3434154987335205,
"val_loss": 0.933773934841156,
"acc": 68.01,
"time": 264.1193810099503,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07154282927513123,
"m": 1.0
},
{
"p": 0.07134067267179489,
"m": 1.0
},
{
"p": 0.07141534239053726,
"m": 1.0
},
{
"p": 0.07142248004674911,
"m": 1.0
},
{
"p": 0.07140679657459259,
"m": 1.0
},
{
"p": 0.07138614356517792,
"m": 1.0
},
{
"p": 0.07144460082054138,
"m": 1.0
},
{
"p": 0.0713973194360733,
"m": 1.0
},
{
"p": 0.07141713052988052,
"m": 1.0
},
{
"p": 0.07146378606557846,
"m": 1.0
},
{
"p": 0.07143709063529968,
"m": 1.0
},
{
"p": 0.07147203385829926,
"m": 1.0
},
{
"p": 0.07145479321479797,
"m": 1.0
},
{
"p": 0.07139894366264343,
"m": 1.0
}
]
},
{
"epoch": 101,
"train_loss": 2.3798787593841553,
"val_loss": 0.9345094561576843,
"acc": 67.51,
"time": 266.27865468594246,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07139656692743301,
"m": 1.0
},
{
"p": 0.07139147073030472,
"m": 1.0
},
{
"p": 0.07146090269088745,
"m": 1.0
},
{
"p": 0.07141699641942978,
"m": 1.0
},
{
"p": 0.07139904052019119,
"m": 1.0
},
{
"p": 0.0712878555059433,
"m": 1.0
},
{
"p": 0.07144962251186371,
"m": 1.0
},
{
"p": 0.07143156975507736,
"m": 1.0
},
{
"p": 0.07145752012729645,
"m": 1.0
},
{
"p": 0.0715312585234642,
"m": 1.0
},
{
"p": 0.07145614922046661,
"m": 1.0
},
{
"p": 0.07148757576942444,
"m": 1.0
},
{
"p": 0.07146836817264557,
"m": 1.0
},
{
"p": 0.0713651031255722,
"m": 1.0
}
]
},
{
"epoch": 102,
"train_loss": 2.594458818435669,
"val_loss": 0.9926789402961731,
"acc": 67.68,
"time": 264.3044886060525,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07162689417600632,
"m": 1.0
},
{
"p": 0.0712776854634285,
"m": 1.0
},
{
"p": 0.07138051837682724,
"m": 1.0
},
{
"p": 0.07143751531839371,
"m": 1.0
},
{
"p": 0.0712888240814209,
"m": 1.0
},
{
"p": 0.07126498967409134,
"m": 1.0
},
{
"p": 0.07143199443817139,
"m": 1.0
},
{
"p": 0.07150266319513321,
"m": 1.0
},
{
"p": 0.07157959043979645,
"m": 1.0
},
{
"p": 0.07153294235467911,
"m": 1.0
},
{
"p": 0.07142983376979828,
"m": 1.0
},
{
"p": 0.07147723436355591,
"m": 1.0
},
{
"p": 0.07139836251735687,
"m": 1.0
},
{
"p": 0.0713709145784378,
"m": 1.0
}
]
},
{
"epoch": 103,
"train_loss": 2.5690484046936035,
"val_loss": 0.9415205717086792,
"acc": 68.94,
"time": 264.371098554926,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07132876664400101,
"m": 1.0
},
{
"p": 0.07132972031831741,
"m": 1.0
},
{
"p": 0.0714467242360115,
"m": 1.0
},
{
"p": 0.07143643498420715,
"m": 1.0
},
{
"p": 0.07141784578561783,
"m": 1.0
},
{
"p": 0.07144428044557571,
"m": 1.0
},
{
"p": 0.07141241431236267,
"m": 1.0
},
{
"p": 0.0714384913444519,
"m": 1.0
},
{
"p": 0.07148408889770508,
"m": 1.0
},
{
"p": 0.07151354849338531,
"m": 1.0
},
{
"p": 0.07143166661262512,
"m": 1.0
},
{
"p": 0.0714946761727333,
"m": 1.0
},
{
"p": 0.07143097370862961,
"m": 1.0
},
{
"p": 0.07139034569263458,
"m": 1.0
}
]
},
{
"epoch": 104,
"train_loss": 2.5799753665924072,
"val_loss": 0.9711198806762695,
"acc": 66.73,
"time": 264.9261830348987,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07156218588352203,
"m": 1.0
},
{
"p": 0.07135594636201859,
"m": 1.0
},
{
"p": 0.07146187871694565,
"m": 1.0
},
{
"p": 0.0713794156908989,
"m": 1.0
},
{
"p": 0.07145635783672333,
"m": 1.0
},
{
"p": 0.0713617280125618,
"m": 1.0
},
{
"p": 0.07140620052814484,
"m": 1.0
},
{
"p": 0.07143799960613251,
"m": 1.0
},
{
"p": 0.07140959054231644,
"m": 1.0
},
{
"p": 0.0714823380112648,
"m": 1.0
},
{
"p": 0.0714261457324028,
"m": 1.0
},
{
"p": 0.07142839580774307,
"m": 1.0
},
{
"p": 0.07141528278589249,
"m": 1.0
},
{
"p": 0.07141651958227158,
"m": 1.0
}
]
},
{
"epoch": 105,
"train_loss": 2.3357553482055664,
"val_loss": 1.0392670631408691,
"acc": 67.86,
"time": 263.8367409670027,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07151265442371368,
"m": 1.0
},
{
"p": 0.07135404646396637,
"m": 1.0
},
{
"p": 0.07146058976650238,
"m": 1.0
},
{
"p": 0.07139275223016739,
"m": 1.0
},
{
"p": 0.07132720947265625,
"m": 1.0
},
{
"p": 0.07138510048389435,
"m": 1.0
},
{
"p": 0.07143056392669678,
"m": 1.0
},
{
"p": 0.07144039869308472,
"m": 1.0
},
{
"p": 0.07150208204984665,
"m": 1.0
},
{
"p": 0.07149586081504822,
"m": 1.0
},
{
"p": 0.07144021987915039,
"m": 1.0
},
{
"p": 0.07146211713552475,
"m": 1.0
},
{
"p": 0.071434386074543,
"m": 1.0
},
{
"p": 0.0713619813323021,
"m": 1.0
}
]
},
{
"epoch": 106,
"train_loss": 2.6748650074005127,
"val_loss": 0.9162014722824097,
"acc": 68.43,
"time": 264.68076233705506,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07136020809412003,
"m": 1.0
},
{
"p": 0.07133129239082336,
"m": 1.0
},
{
"p": 0.07147226482629776,
"m": 1.0
},
{
"p": 0.07145500183105469,
"m": 1.0
},
{
"p": 0.07129735499620438,
"m": 1.0
},
{
"p": 0.07137253880500793,
"m": 1.0
},
{
"p": 0.07150100916624069,
"m": 1.0
},
{
"p": 0.07149357348680496,
"m": 1.0
},
{
"p": 0.07147247344255447,
"m": 1.0
},
{
"p": 0.07143115252256393,
"m": 1.0
},
{
"p": 0.07149485498666763,
"m": 1.0
},
{
"p": 0.07146719098091125,
"m": 1.0
},
{
"p": 0.07147916406393051,
"m": 1.0
},
{
"p": 0.07137187570333481,
"m": 1.0
}
]
},
{
"epoch": 107,
"train_loss": 2.380945920944214,
"val_loss": 0.8958991765975952,
"acc": 69.06,
"time": 264.6426993680652,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07144826650619507,
"m": 1.0
},
{
"p": 0.0713503435254097,
"m": 1.0
},
{
"p": 0.07136579602956772,
"m": 1.0
},
{
"p": 0.07142328470945358,
"m": 1.0
},
{
"p": 0.07136097550392151,
"m": 1.0
},
{
"p": 0.07141922414302826,
"m": 1.0
},
{
"p": 0.07142318040132523,
"m": 1.0
},
{
"p": 0.07143227010965347,
"m": 1.0
},
{
"p": 0.0714086964726448,
"m": 1.0
},
{
"p": 0.0715438723564148,
"m": 1.0
},
{
"p": 0.07144008576869965,
"m": 1.0
},
{
"p": 0.0715174674987793,
"m": 1.0
},
{
"p": 0.07144903391599655,
"m": 1.0
},
{
"p": 0.07141748070716858,
"m": 1.0
}
]
},
{
"epoch": 108,
"train_loss": 2.569875478744507,
"val_loss": 0.9488149285316467,
"acc": 69.23,
"time": 266.1796323941089,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07137730717658997,
"m": 1.0
},
{
"p": 0.07116945087909698,
"m": 1.0
},
{
"p": 0.07146421074867249,
"m": 1.0
},
{
"p": 0.07142587006092072,
"m": 1.0
},
{
"p": 0.07143265008926392,
"m": 1.0
},
{
"p": 0.07133113592863083,
"m": 1.0
},
{
"p": 0.0714883804321289,
"m": 1.0
},
{
"p": 0.07146792858839035,
"m": 1.0
},
{
"p": 0.07151090353727341,
"m": 1.0
},
{
"p": 0.07142249494791031,
"m": 1.0
},
{
"p": 0.07151757180690765,
"m": 1.0
},
{
"p": 0.07148617506027222,
"m": 1.0
},
{
"p": 0.07150768488645554,
"m": 1.0
},
{
"p": 0.0713982805609703,
"m": 1.0
}
]
},
{
"epoch": 109,
"train_loss": 2.4947497844696045,
"val_loss": 0.9236634373664856,
"acc": 67.52,
"time": 264.5681929680286,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07145238667726517,
"m": 1.0
},
{
"p": 0.07151678204536438,
"m": 1.0
},
{
"p": 0.07138944417238235,
"m": 1.0
},
{
"p": 0.07145722210407257,
"m": 1.0
},
{
"p": 0.07139880210161209,
"m": 1.0
},
{
"p": 0.07119158655405045,
"m": 1.0
},
{
"p": 0.0713985413312912,
"m": 1.0
},
{
"p": 0.07159560918807983,
"m": 1.0
},
{
"p": 0.07147864252328873,
"m": 1.0
},
{
"p": 0.07153001427650452,
"m": 1.0
},
{
"p": 0.07141952961683273,
"m": 1.0
},
{
"p": 0.07142633199691772,
"m": 1.0
},
{
"p": 0.07141093164682388,
"m": 1.0
},
{
"p": 0.0713341161608696,
"m": 1.0
}
]
},
{
"epoch": 110,
"train_loss": 2.393918991088867,
"val_loss": 1.0749366283416748,
"acc": 66.68,
"time": 265.01906456192955,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07160923629999161,
"m": 1.0
},
{
"p": 0.07106185704469681,
"m": 1.0
},
{
"p": 0.07138682901859283,
"m": 1.0
},
{
"p": 0.07143246382474899,
"m": 1.0
},
{
"p": 0.071550153195858,
"m": 1.0
},
{
"p": 0.07130996137857437,
"m": 1.0
},
{
"p": 0.07144080847501755,
"m": 1.0
},
{
"p": 0.07148806005716324,
"m": 1.0
},
{
"p": 0.07143507152795792,
"m": 1.0
},
{
"p": 0.07155752927064896,
"m": 1.0
},
{
"p": 0.07147403806447983,
"m": 1.0
},
{
"p": 0.07147432118654251,
"m": 1.0
},
{
"p": 0.07147574424743652,
"m": 1.0
},
{
"p": 0.07130391150712967,
"m": 1.0
}
]
},
{
"epoch": 111,
"train_loss": 2.3058338165283203,
"val_loss": 0.8686447143554688,
"acc": 66.8,
"time": 267.35440557589754,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07141372561454773,
"m": 1.0
},
{
"p": 0.0714305117726326,
"m": 1.0
},
{
"p": 0.07147389650344849,
"m": 1.0
},
{
"p": 0.07152109593153,
"m": 1.0
},
{
"p": 0.07129499316215515,
"m": 1.0
},
{
"p": 0.07132784277200699,
"m": 1.0
},
{
"p": 0.07146110385656357,
"m": 1.0
},
{
"p": 0.07137942314147949,
"m": 1.0
},
{
"p": 0.07136097550392151,
"m": 1.0
},
{
"p": 0.0715445727109909,
"m": 1.0
},
{
"p": 0.071461983025074,
"m": 1.0
},
{
"p": 0.07144911587238312,
"m": 1.0
},
{
"p": 0.07145346701145172,
"m": 1.0
},
{
"p": 0.07142728567123413,
"m": 1.0
}
]
},
{
"epoch": 112,
"train_loss": 2.339522361755371,
"val_loss": 0.8871763944625854,
"acc": 67.09,
"time": 264.19399061310105,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07178226113319397,
"m": 1.0
},
{
"p": 0.07135003805160522,
"m": 1.0
},
{
"p": 0.07141226530075073,
"m": 1.0
},
{
"p": 0.07140521705150604,
"m": 1.0
},
{
"p": 0.07131005823612213,
"m": 1.0
},
{
"p": 0.0712164118885994,
"m": 1.0
},
{
"p": 0.07139414548873901,
"m": 1.0
},
{
"p": 0.07141157239675522,
"m": 1.0
},
{
"p": 0.07159002125263214,
"m": 1.0
},
{
"p": 0.07139379531145096,
"m": 1.0
},
{
"p": 0.07140902429819107,
"m": 1.0
},
{
"p": 0.07150354981422424,
"m": 1.0
},
{
"p": 0.07144325226545334,
"m": 1.0
},
{
"p": 0.07137841731309891,
"m": 1.0
}
]
},
{
"epoch": 113,
"train_loss": 1.7636866569519043,
"val_loss": 0.8470379710197449,
"acc": 69.28,
"time": 265.4727776818909,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0715346559882164,
"m": 1.0
},
{
"p": 0.07156459987163544,
"m": 1.0
},
{
"p": 0.07145234942436218,
"m": 1.0
},
{
"p": 0.07139638811349869,
"m": 1.0
},
{
"p": 0.07129435241222382,
"m": 1.0
},
{
"p": 0.07124181091785431,
"m": 1.0
},
{
"p": 0.07136131078004837,
"m": 1.0
},
{
"p": 0.07147619873285294,
"m": 1.0
},
{
"p": 0.07142454385757446,
"m": 1.0
},
{
"p": 0.07150804251432419,
"m": 1.0
},
{
"p": 0.07144957780838013,
"m": 1.0
},
{
"p": 0.07144388556480408,
"m": 1.0
},
{
"p": 0.07139747589826584,
"m": 1.0
},
{
"p": 0.07145483791828156,
"m": 1.0
}
]
},
{
"epoch": 114,
"train_loss": 2.2637124061584473,
"val_loss": 1.0061498880386353,
"acc": 69.06,
"time": 265.62579220789485,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07149821519851685,
"m": 1.0
},
{
"p": 0.07130778580904007,
"m": 1.0
},
{
"p": 0.07146117091178894,
"m": 1.0
},
{
"p": 0.07143009454011917,
"m": 1.0
},
{
"p": 0.07133061438798904,
"m": 1.0
},
{
"p": 0.07124927639961243,
"m": 1.0
},
{
"p": 0.07143206149339676,
"m": 1.0
},
{
"p": 0.07147375494241714,
"m": 1.0
},
{
"p": 0.07150934636592865,
"m": 1.0
},
{
"p": 0.07147535681724548,
"m": 1.0
},
{
"p": 0.0715266615152359,
"m": 1.0
},
{
"p": 0.0714857280254364,
"m": 1.0
},
{
"p": 0.07144308090209961,
"m": 1.0
},
{
"p": 0.07137681543827057,
"m": 1.0
}
]
},
{
"epoch": 115,
"train_loss": 2.2376790046691895,
"val_loss": 1.0133641958236694,
"acc": 69.02,
"time": 264.7490599639714,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07183971256017685,
"m": 1.0
},
{
"p": 0.07135508209466934,
"m": 1.0
},
{
"p": 0.0714666098356247,
"m": 1.0
},
{
"p": 0.0714913085103035,
"m": 1.0
},
{
"p": 0.07130507379770279,
"m": 1.0
},
{
"p": 0.07115481793880463,
"m": 1.0
},
{
"p": 0.07149317860603333,
"m": 1.0
},
{
"p": 0.07126519083976746,
"m": 1.0
},
{
"p": 0.07131734490394592,
"m": 1.0
},
{
"p": 0.07154490798711777,
"m": 1.0
},
{
"p": 0.07147753238677979,
"m": 1.0
},
{
"p": 0.07144660502672195,
"m": 1.0
},
{
"p": 0.07144609838724136,
"m": 1.0
},
{
"p": 0.07139649987220764,
"m": 1.0
}
]
},
{
"epoch": 116,
"train_loss": 2.0768675804138184,
"val_loss": 1.0302473306655884,
"acc": 68.01,
"time": 264.9018794350559,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07154326140880585,
"m": 1.0
},
{
"p": 0.0712403878569603,
"m": 1.0
},
{
"p": 0.07134551554918289,
"m": 1.0
},
{
"p": 0.0714271143078804,
"m": 1.0
},
{
"p": 0.07133471965789795,
"m": 1.0
},
{
"p": 0.0714360922574997,
"m": 1.0
},
{
"p": 0.07142132520675659,
"m": 1.0
},
{
"p": 0.07146374136209488,
"m": 1.0
},
{
"p": 0.0714627131819725,
"m": 1.0
},
{
"p": 0.0714699923992157,
"m": 1.0
},
{
"p": 0.0715278834104538,
"m": 1.0
},
{
"p": 0.07146811485290527,
"m": 1.0
},
{
"p": 0.07143762707710266,
"m": 1.0
},
{
"p": 0.07142151892185211,
"m": 1.0
}
]
},
{
"epoch": 117,
"train_loss": 2.4048194885253906,
"val_loss": 0.9327924847602844,
"acc": 68.36,
"time": 266.1561538679525,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07160957157611847,
"m": 1.0
},
{
"p": 0.07111357897520065,
"m": 1.0
},
{
"p": 0.07147962599992752,
"m": 1.0
},
{
"p": 0.07142358273267746,
"m": 1.0
},
{
"p": 0.07147088646888733,
"m": 1.0
},
{
"p": 0.07117685675621033,
"m": 1.0
},
{
"p": 0.07146839797496796,
"m": 1.0
},
{
"p": 0.07143454998731613,
"m": 1.0
},
{
"p": 0.07152048498392105,
"m": 1.0
},
{
"p": 0.07152371108531952,
"m": 1.0
},
{
"p": 0.07148505002260208,
"m": 1.0
},
{
"p": 0.07150493562221527,
"m": 1.0
},
{
"p": 0.0714559480547905,
"m": 1.0
},
{
"p": 0.07133280485868454,
"m": 1.0
}
]
},
{
"epoch": 118,
"train_loss": 2.6215291023254395,
"val_loss": 0.9608701467514038,
"acc": 68.15,
"time": 264.6896059199935,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0716286152601242,
"m": 1.0
},
{
"p": 0.07141800969839096,
"m": 1.0
},
{
"p": 0.07153724879026413,
"m": 1.0
},
{
"p": 0.07129386812448502,
"m": 1.0
},
{
"p": 0.07151538133621216,
"m": 1.0
},
{
"p": 0.07134876400232315,
"m": 1.0
},
{
"p": 0.07133638113737106,
"m": 1.0
},
{
"p": 0.0714554637670517,
"m": 1.0
},
{
"p": 0.0715080127120018,
"m": 1.0
},
{
"p": 0.07154863327741623,
"m": 1.0
},
{
"p": 0.07135996967554092,
"m": 1.0
},
{
"p": 0.07139848172664642,
"m": 1.0
},
{
"p": 0.07134303450584412,
"m": 1.0
},
{
"p": 0.07130810618400574,
"m": 1.0
}
]
},
{
"epoch": 119,
"train_loss": 2.0629782676696777,
"val_loss": 0.9459936618804932,
"acc": 70.06,
"time": 264.3642574439291,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07156842947006226,
"m": 1.0
},
{
"p": 0.07124683260917664,
"m": 1.0
},
{
"p": 0.07140479981899261,
"m": 1.0
},
{
"p": 0.07140584290027618,
"m": 1.0
},
{
"p": 0.0713857114315033,
"m": 1.0
},
{
"p": 0.0712556466460228,
"m": 1.0
},
{
"p": 0.07147467136383057,
"m": 1.0
},
{
"p": 0.07139592617750168,
"m": 1.0
},
{
"p": 0.07149728387594223,
"m": 1.0
},
{
"p": 0.071559377014637,
"m": 1.0
},
{
"p": 0.07150846719741821,
"m": 1.0
},
{
"p": 0.07143916189670563,
"m": 1.0
},
{
"p": 0.07149398326873779,
"m": 1.0
},
{
"p": 0.07136387377977371,
"m": 1.0
}
]
},
{
"epoch": 120,
"train_loss": 2.6298205852508545,
"val_loss": 0.8227425217628479,
"acc": 68.09,
"time": 265.0772177450126,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07151786237955093,
"m": 1.0
},
{
"p": 0.07141653448343277,
"m": 1.0
},
{
"p": 0.07147698104381561,
"m": 1.0
},
{
"p": 0.07133693248033524,
"m": 1.0
},
{
"p": 0.07142132520675659,
"m": 1.0
},
{
"p": 0.07125408947467804,
"m": 1.0
},
{
"p": 0.07140246033668518,
"m": 1.0
},
{
"p": 0.0714511126279831,
"m": 1.0
},
{
"p": 0.07168344408273697,
"m": 1.0
},
{
"p": 0.07150134444236755,
"m": 1.0
},
{
"p": 0.07138863950967789,
"m": 1.0
},
{
"p": 0.07141058892011642,
"m": 1.0
},
{
"p": 0.07143916189670563,
"m": 1.0
},
{
"p": 0.07129953801631927,
"m": 1.0
}
]
},
{
"epoch": 121,
"train_loss": 2.090740203857422,
"val_loss": 0.9080479741096497,
"acc": 70.12,
"time": 266.87954372691456,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07160027325153351,
"m": 1.0
},
{
"p": 0.07121104747056961,
"m": 1.0
},
{
"p": 0.07141278684139252,
"m": 1.0
},
{
"p": 0.07151256501674652,
"m": 1.0
},
{
"p": 0.07132970541715622,
"m": 1.0
},
{
"p": 0.0711716040968895,
"m": 1.0
},
{
"p": 0.07140732556581497,
"m": 1.0
},
{
"p": 0.07161498069763184,
"m": 1.0
},
{
"p": 0.07154490053653717,
"m": 1.0
},
{
"p": 0.07136926054954529,
"m": 1.0
},
{
"p": 0.07146668434143066,
"m": 1.0
},
{
"p": 0.0715281143784523,
"m": 1.0
},
{
"p": 0.07148624211549759,
"m": 1.0
},
{
"p": 0.0713445320725441,
"m": 1.0
}
]
},
{
"epoch": 122,
"train_loss": 2.2465004920959473,
"val_loss": 0.8622229099273682,
"acc": 69.15,
"time": 264.01633960707113,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0714060515165329,
"m": 1.0
},
{
"p": 0.07141079008579254,
"m": 1.0
},
{
"p": 0.07155291736125946,
"m": 1.0
},
{
"p": 0.07142869383096695,
"m": 1.0
},
{
"p": 0.07130824029445648,
"m": 1.0
},
{
"p": 0.07126691192388535,
"m": 1.0
},
{
"p": 0.07141666859388351,
"m": 1.0
},
{
"p": 0.07151903957128525,
"m": 1.0
},
{
"p": 0.07150118052959442,
"m": 1.0
},
{
"p": 0.07159935683012009,
"m": 1.0
},
{
"p": 0.0713932141661644,
"m": 1.0
},
{
"p": 0.07139931619167328,
"m": 1.0
},
{
"p": 0.07146486639976501,
"m": 1.0
},
{
"p": 0.07133273035287857,
"m": 1.0
}
]
},
{
"epoch": 123,
"train_loss": 2.1496012210845947,
"val_loss": 0.9738916754722595,
"acc": 67.96,
"time": 265.00831739301793,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07152488827705383,
"m": 1.0
},
{
"p": 0.07121463865041733,
"m": 1.0
},
{
"p": 0.07144299894571304,
"m": 1.0
},
{
"p": 0.07139604538679123,
"m": 1.0
},
{
"p": 0.07140803337097168,
"m": 1.0
},
{
"p": 0.07144027948379517,
"m": 1.0
},
{
"p": 0.0714050680398941,
"m": 1.0
},
{
"p": 0.07141225039958954,
"m": 1.0
},
{
"p": 0.07159561663866043,
"m": 1.0
},
{
"p": 0.0713978111743927,
"m": 1.0
},
{
"p": 0.07144086807966232,
"m": 1.0
},
{
"p": 0.07149379700422287,
"m": 1.0
},
{
"p": 0.07147171348333359,
"m": 1.0
},
{
"p": 0.07135596871376038,
"m": 1.0
}
]
},
{
"epoch": 124,
"train_loss": 2.194959878921509,
"val_loss": 0.8589281439781189,
"acc": 69.41,
"time": 266.9390734769404,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0714799240231514,
"m": 1.0
},
{
"p": 0.07130515575408936,
"m": 1.0
},
{
"p": 0.07153261452913284,
"m": 1.0
},
{
"p": 0.07145995646715164,
"m": 1.0
},
{
"p": 0.07120755314826965,
"m": 1.0
},
{
"p": 0.07122260332107544,
"m": 1.0
},
{
"p": 0.07146956771612167,
"m": 1.0
},
{
"p": 0.0715949609875679,
"m": 1.0
},
{
"p": 0.07139100879430771,
"m": 1.0
},
{
"p": 0.0714346393942833,
"m": 1.0
},
{
"p": 0.07145499438047409,
"m": 1.0
},
{
"p": 0.07157815992832184,
"m": 1.0
},
{
"p": 0.0715513825416565,
"m": 1.0
},
{
"p": 0.07131751626729965,
"m": 1.0
}
]
},
{
"epoch": 125,
"train_loss": 2.728037118911743,
"val_loss": 1.026962399482727,
"acc": 68.27,
"time": 265.87459560506977,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07152093946933746,
"m": 1.0
},
{
"p": 0.0714883878827095,
"m": 1.0
},
{
"p": 0.07152631878852844,
"m": 1.0
},
{
"p": 0.07134762406349182,
"m": 1.0
},
{
"p": 0.07156695425510406,
"m": 1.0
},
{
"p": 0.07137543708086014,
"m": 1.0
},
{
"p": 0.07137899100780487,
"m": 1.0
},
{
"p": 0.07134634256362915,
"m": 1.0
},
{
"p": 0.07133807986974716,
"m": 1.0
},
{
"p": 0.0714627280831337,
"m": 1.0
},
{
"p": 0.07147406786680222,
"m": 1.0
},
{
"p": 0.07140222191810608,
"m": 1.0
},
{
"p": 0.07137488573789597,
"m": 1.0
},
{
"p": 0.0713970884680748,
"m": 1.0
}
]
},
{
"epoch": 126,
"train_loss": 2.180310010910034,
"val_loss": 0.8843366503715515,
"acc": 69.94,
"time": 263.932282721973,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143613696098328,
"m": 1.0
},
{
"p": 0.07127552479505539,
"m": 1.0
},
{
"p": 0.07148569822311401,
"m": 1.0
},
{
"p": 0.07137705385684967,
"m": 1.0
},
{
"p": 0.07132064551115036,
"m": 1.0
},
{
"p": 0.07113592326641083,
"m": 1.0
},
{
"p": 0.07153894007205963,
"m": 1.0
},
{
"p": 0.07161077857017517,
"m": 1.0
},
{
"p": 0.07155885547399521,
"m": 1.0
},
{
"p": 0.07137777656316757,
"m": 1.0
},
{
"p": 0.07149528712034225,
"m": 1.0
},
{
"p": 0.07143360376358032,
"m": 1.0
},
{
"p": 0.07158087193965912,
"m": 1.0
},
{
"p": 0.07137290388345718,
"m": 1.0
}
]
},
{
"epoch": 127,
"train_loss": 2.1424648761749268,
"val_loss": 0.860747754573822,
"acc": 69.5,
"time": 265.85927332600113,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07165367156267166,
"m": 1.0
},
{
"p": 0.07129399478435516,
"m": 1.0
},
{
"p": 0.07155630737543106,
"m": 1.0
},
{
"p": 0.071474090218544,
"m": 1.0
},
{
"p": 0.07127147912979126,
"m": 1.0
},
{
"p": 0.07132276147603989,
"m": 1.0
},
{
"p": 0.07138518244028091,
"m": 1.0
},
{
"p": 0.07148812711238861,
"m": 1.0
},
{
"p": 0.07142256200313568,
"m": 1.0
},
{
"p": 0.07137352228164673,
"m": 1.0
},
{
"p": 0.07147064805030823,
"m": 1.0
},
{
"p": 0.07142291963100433,
"m": 1.0
},
{
"p": 0.07149514555931091,
"m": 1.0
},
{
"p": 0.07136958837509155,
"m": 1.0
}
]
},
{
"epoch": 128,
"train_loss": 2.3024814128875732,
"val_loss": 0.9070571064949036,
"acc": 69.75,
"time": 265.6704123899108,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07144460082054138,
"m": 1.0
},
{
"p": 0.07140951603651047,
"m": 1.0
},
{
"p": 0.07126885652542114,
"m": 1.0
},
{
"p": 0.07140230387449265,
"m": 1.0
},
{
"p": 0.07138994336128235,
"m": 1.0
},
{
"p": 0.07115495204925537,
"m": 1.0
},
{
"p": 0.07146459817886353,
"m": 1.0
},
{
"p": 0.0714745968580246,
"m": 1.0
},
{
"p": 0.07145311683416367,
"m": 1.0
},
{
"p": 0.07165337353944778,
"m": 1.0
},
{
"p": 0.07148642092943192,
"m": 1.0
},
{
"p": 0.07149850577116013,
"m": 1.0
},
{
"p": 0.07158415764570236,
"m": 1.0
},
{
"p": 0.07131502032279968,
"m": 1.0
}
]
},
{
"epoch": 129,
"train_loss": 2.298179864883423,
"val_loss": 0.9281343817710876,
"acc": 67.68,
"time": 264.7139816809213,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07133246213197708,
"m": 1.0
},
{
"p": 0.07143090665340424,
"m": 1.0
},
{
"p": 0.07146075367927551,
"m": 1.0
},
{
"p": 0.07144796848297119,
"m": 1.0
},
{
"p": 0.07123533636331558,
"m": 1.0
},
{
"p": 0.07139116525650024,
"m": 1.0
},
{
"p": 0.07153763622045517,
"m": 1.0
},
{
"p": 0.07144162803888321,
"m": 1.0
},
{
"p": 0.07140722125768661,
"m": 1.0
},
{
"p": 0.07152656465768814,
"m": 1.0
},
{
"p": 0.07144414633512497,
"m": 1.0
},
{
"p": 0.07151445001363754,
"m": 1.0
},
{
"p": 0.07148094475269318,
"m": 1.0
},
{
"p": 0.07134880125522614,
"m": 1.0
}
]
},
{
"epoch": 130,
"train_loss": 2.310844659805298,
"val_loss": 0.9531153440475464,
"acc": 69.28,
"time": 264.5691737800371,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0715707466006279,
"m": 1.0
},
{
"p": 0.07132251560688019,
"m": 1.0
},
{
"p": 0.07133205980062485,
"m": 1.0
},
{
"p": 0.07143258303403854,
"m": 1.0
},
{
"p": 0.07147786021232605,
"m": 1.0
},
{
"p": 0.07136235386133194,
"m": 1.0
},
{
"p": 0.07136722654104233,
"m": 1.0
},
{
"p": 0.07126203179359436,
"m": 1.0
},
{
"p": 0.07158169150352478,
"m": 1.0
},
{
"p": 0.0715935155749321,
"m": 1.0
},
{
"p": 0.0715232640504837,
"m": 1.0
},
{
"p": 0.0713924989104271,
"m": 1.0
},
{
"p": 0.07143257558345795,
"m": 1.0
},
{
"p": 0.07134910672903061,
"m": 1.0
}
]
},
{
"epoch": 131,
"train_loss": 2.540383815765381,
"val_loss": 0.8222804069519043,
"acc": 70.02,
"time": 266.160037857946,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07160661369562149,
"m": 1.0
},
{
"p": 0.07130473852157593,
"m": 1.0
},
{
"p": 0.07149864733219147,
"m": 1.0
},
{
"p": 0.07146929949522018,
"m": 1.0
},
{
"p": 0.07121774554252625,
"m": 1.0
},
{
"p": 0.07120159268379211,
"m": 1.0
},
{
"p": 0.0714593455195427,
"m": 1.0
},
{
"p": 0.07166531682014465,
"m": 1.0
},
{
"p": 0.07131019979715347,
"m": 1.0
},
{
"p": 0.07142489403486252,
"m": 1.0
},
{
"p": 0.07147694379091263,
"m": 1.0
},
{
"p": 0.07151270657777786,
"m": 1.0
},
{
"p": 0.07149206101894379,
"m": 1.0
},
{
"p": 0.07135991007089615,
"m": 1.0
}
]
},
{
"epoch": 132,
"train_loss": 2.6145241260528564,
"val_loss": 0.8348522186279297,
"acc": 69.48,
"time": 266.04136160598136,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07155724614858627,
"m": 1.0
},
{
"p": 0.07122721523046494,
"m": 1.0
},
{
"p": 0.07158877700567245,
"m": 1.0
},
{
"p": 0.07147526741027832,
"m": 1.0
},
{
"p": 0.07145587354898453,
"m": 1.0
},
{
"p": 0.07118044793605804,
"m": 1.0
},
{
"p": 0.07150498032569885,
"m": 1.0
},
{
"p": 0.07149366289377213,
"m": 1.0
},
{
"p": 0.07143060863018036,
"m": 1.0
},
{
"p": 0.07129309326410294,
"m": 1.0
},
{
"p": 0.07139818370342255,
"m": 1.0
},
{
"p": 0.07157892733812332,
"m": 1.0
},
{
"p": 0.07146463543176651,
"m": 1.0
},
{
"p": 0.07135114073753357,
"m": 1.0
}
]
},
{
"epoch": 133,
"train_loss": 2.2785532474517822,
"val_loss": 0.9678857326507568,
"acc": 69.99,
"time": 263.18930041394196,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07122275978326797,
"m": 1.0
},
{
"p": 0.07121442258358002,
"m": 1.0
},
{
"p": 0.07150733470916748,
"m": 1.0
},
{
"p": 0.07135080546140671,
"m": 1.0
},
{
"p": 0.07126560062170029,
"m": 1.0
},
{
"p": 0.07147794216871262,
"m": 1.0
},
{
"p": 0.07148360460996628,
"m": 1.0
},
{
"p": 0.07140547782182693,
"m": 1.0
},
{
"p": 0.07147307693958282,
"m": 1.0
},
{
"p": 0.07164531946182251,
"m": 1.0
},
{
"p": 0.07144708186388016,
"m": 1.0
},
{
"p": 0.07161875069141388,
"m": 1.0
},
{
"p": 0.07151113450527191,
"m": 1.0
},
{
"p": 0.07137664407491684,
"m": 1.0
}
]
},
{
"epoch": 134,
"train_loss": 1.858899712562561,
"val_loss": 0.8022505044937134,
"acc": 71.19,
"time": 264.88283846504055,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07172214984893799,
"m": 1.0
},
{
"p": 0.07139211148023605,
"m": 1.0
},
{
"p": 0.07152224332094193,
"m": 1.0
},
{
"p": 0.07149399816989899,
"m": 1.0
},
{
"p": 0.07133203744888306,
"m": 1.0
},
{
"p": 0.07110483944416046,
"m": 1.0
},
{
"p": 0.07145310938358307,
"m": 1.0
},
{
"p": 0.07138069719076157,
"m": 1.0
},
{
"p": 0.07148031890392303,
"m": 1.0
},
{
"p": 0.07145685702562332,
"m": 1.0
},
{
"p": 0.07145930826663971,
"m": 1.0
},
{
"p": 0.07136685401201248,
"m": 1.0
},
{
"p": 0.07147427648305893,
"m": 1.0
},
{
"p": 0.07136115431785583,
"m": 1.0
}
]
},
{
"epoch": 135,
"train_loss": 2.6505308151245117,
"val_loss": 0.8170991539955139,
"acc": 69.83,
"time": 264.9721456790576,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07137783616781235,
"m": 1.0
},
{
"p": 0.07124403119087219,
"m": 1.0
},
{
"p": 0.07147597521543503,
"m": 1.0
},
{
"p": 0.07146759331226349,
"m": 1.0
},
{
"p": 0.07109149545431137,
"m": 1.0
},
{
"p": 0.07117798924446106,
"m": 1.0
},
{
"p": 0.07153518497943878,
"m": 1.0
},
{
"p": 0.07148571312427521,
"m": 1.0
},
{
"p": 0.07152596861124039,
"m": 1.0
},
{
"p": 0.07140939682722092,
"m": 1.0
},
{
"p": 0.07159040123224258,
"m": 1.0
},
{
"p": 0.07168664038181305,
"m": 1.0
},
{
"p": 0.07158181071281433,
"m": 1.0
},
{
"p": 0.07134998589754105,
"m": 1.0
}
]
},
{
"epoch": 136,
"train_loss": 2.512042760848999,
"val_loss": 0.9636474847793579,
"acc": 70.68,
"time": 264.69431873294525,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07159481942653656,
"m": 1.0
},
{
"p": 0.07127196341753006,
"m": 1.0
},
{
"p": 0.07144258171319962,
"m": 1.0
},
{
"p": 0.07152833044528961,
"m": 1.0
},
{
"p": 0.07126665115356445,
"m": 1.0
},
{
"p": 0.07125654816627502,
"m": 1.0
},
{
"p": 0.07143349200487137,
"m": 1.0
},
{
"p": 0.07153486460447311,
"m": 1.0
},
{
"p": 0.0715680941939354,
"m": 1.0
},
{
"p": 0.07156383246183395,
"m": 1.0
},
{
"p": 0.07143145054578781,
"m": 1.0
},
{
"p": 0.07150497287511826,
"m": 1.0
},
{
"p": 0.07135318964719772,
"m": 1.0
},
{
"p": 0.07124923914670944,
"m": 1.0
}
]
},
{
"epoch": 137,
"train_loss": 2.110027551651001,
"val_loss": 0.9126204252243042,
"acc": 70.1,
"time": 264.55618071800563,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07147078216075897,
"m": 1.0
},
{
"p": 0.07136229425668716,
"m": 1.0
},
{
"p": 0.07144126296043396,
"m": 1.0
},
{
"p": 0.07139509171247482,
"m": 1.0
},
{
"p": 0.07113559544086456,
"m": 1.0
},
{
"p": 0.0713375061750412,
"m": 1.0
},
{
"p": 0.07147644460201263,
"m": 1.0
},
{
"p": 0.07132653146982193,
"m": 1.0
},
{
"p": 0.07153120636940002,
"m": 1.0
},
{
"p": 0.07173590362071991,
"m": 1.0
},
{
"p": 0.07137418538331985,
"m": 1.0
},
{
"p": 0.07164585590362549,
"m": 1.0
},
{
"p": 0.07150469720363617,
"m": 1.0
},
{
"p": 0.07126260548830032,
"m": 1.0
}
]
},
{
"epoch": 138,
"train_loss": 2.245178699493408,
"val_loss": 0.8599987030029297,
"acc": 69.78,
"time": 264.31902894203085,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07178309559822083,
"m": 1.0
},
{
"p": 0.0710616260766983,
"m": 1.0
},
{
"p": 0.07153940200805664,
"m": 1.0
},
{
"p": 0.07144812494516373,
"m": 1.0
},
{
"p": 0.07146269828081131,
"m": 1.0
},
{
"p": 0.0711345449090004,
"m": 1.0
},
{
"p": 0.07150954008102417,
"m": 1.0
},
{
"p": 0.07143794000148773,
"m": 1.0
},
{
"p": 0.07158864289522171,
"m": 1.0
},
{
"p": 0.07145910710096359,
"m": 1.0
},
{
"p": 0.07153528928756714,
"m": 1.0
},
{
"p": 0.07141563296318054,
"m": 1.0
},
{
"p": 0.07148785144090652,
"m": 1.0
},
{
"p": 0.07113650441169739,
"m": 1.0
}
]
},
{
"epoch": 139,
"train_loss": 2.135974168777466,
"val_loss": 0.7907859086990356,
"acc": 70.95,
"time": 267.0606078800047,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07153309136629105,
"m": 1.0
},
{
"p": 0.07113657146692276,
"m": 1.0
},
{
"p": 0.07176262885332108,
"m": 1.0
},
{
"p": 0.07137652486562729,
"m": 1.0
},
{
"p": 0.07140163332223892,
"m": 1.0
},
{
"p": 0.07135125249624252,
"m": 1.0
},
{
"p": 0.07138629257678986,
"m": 1.0
},
{
"p": 0.07133221626281738,
"m": 1.0
},
{
"p": 0.0713648647069931,
"m": 1.0
},
{
"p": 0.07153457403182983,
"m": 1.0
},
{
"p": 0.07145609706640244,
"m": 1.0
},
{
"p": 0.07155939191579819,
"m": 1.0
},
{
"p": 0.07150786370038986,
"m": 1.0
},
{
"p": 0.07129696756601334,
"m": 1.0
}
]
},
{
"epoch": 140,
"train_loss": 2.300790786743164,
"val_loss": 0.824469804763794,
"acc": 69.99,
"time": 263.9478544010781,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07161691039800644,
"m": 1.0
},
{
"p": 0.07132107019424438,
"m": 1.0
},
{
"p": 0.07134749740362167,
"m": 1.0
},
{
"p": 0.0713876411318779,
"m": 1.0
},
{
"p": 0.07134447246789932,
"m": 1.0
},
{
"p": 0.0712718516588211,
"m": 1.0
},
{
"p": 0.07138076424598694,
"m": 1.0
},
{
"p": 0.07151876389980316,
"m": 1.0
},
{
"p": 0.07147341221570969,
"m": 1.0
},
{
"p": 0.07156230509281158,
"m": 1.0
},
{
"p": 0.07149429619312286,
"m": 1.0
},
{
"p": 0.07147086411714554,
"m": 1.0
},
{
"p": 0.07152239233255386,
"m": 1.0
},
{
"p": 0.07128771394491196,
"m": 1.0
}
]
},
{
"epoch": 141,
"train_loss": 2.328442335128784,
"val_loss": 0.796483039855957,
"acc": 70.49,
"time": 265.00873936596327,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0716499388217926,
"m": 1.0
},
{
"p": 0.07121659815311432,
"m": 1.0
},
{
"p": 0.07153645157814026,
"m": 1.0
},
{
"p": 0.07160516083240509,
"m": 1.0
},
{
"p": 0.07128526270389557,
"m": 1.0
},
{
"p": 0.07113669067621231,
"m": 1.0
},
{
"p": 0.07141850143671036,
"m": 1.0
},
{
"p": 0.07123526185750961,
"m": 1.0
},
{
"p": 0.07156696915626526,
"m": 1.0
},
{
"p": 0.07160191237926483,
"m": 1.0
},
{
"p": 0.07132912427186966,
"m": 1.0
},
{
"p": 0.07155491411685944,
"m": 1.0
},
{
"p": 0.07148122787475586,
"m": 1.0
},
{
"p": 0.07138198614120483,
"m": 1.0
}
]
},
{
"epoch": 142,
"train_loss": 2.3392086029052734,
"val_loss": 0.8339421153068542,
"acc": 69.59,
"time": 263.3390455120243,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07168711721897125,
"m": 1.0
},
{
"p": 0.07144685834646225,
"m": 1.0
},
{
"p": 0.07162638008594513,
"m": 1.0
},
{
"p": 0.07135535776615143,
"m": 1.0
},
{
"p": 0.07127656042575836,
"m": 1.0
},
{
"p": 0.07117293775081635,
"m": 1.0
},
{
"p": 0.07145588845014572,
"m": 1.0
},
{
"p": 0.07106083631515503,
"m": 1.0
},
{
"p": 0.07161936163902283,
"m": 1.0
},
{
"p": 0.07178046554327011,
"m": 1.0
},
{
"p": 0.0715397521853447,
"m": 1.0
},
{
"p": 0.07127179205417633,
"m": 1.0
},
{
"p": 0.07142283767461777,
"m": 1.0
},
{
"p": 0.07128382474184036,
"m": 1.0
}
]
},
{
"epoch": 143,
"train_loss": 2.4474105834960938,
"val_loss": 0.8677952885627747,
"acc": 69.87,
"time": 264.52865085203666,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07135184854269028,
"m": 1.0
},
{
"p": 0.07162319868803024,
"m": 1.0
},
{
"p": 0.0716685876250267,
"m": 1.0
},
{
"p": 0.07165093719959259,
"m": 1.0
},
{
"p": 0.07130242884159088,
"m": 1.0
},
{
"p": 0.07110478729009628,
"m": 1.0
},
{
"p": 0.07138320058584213,
"m": 1.0
},
{
"p": 0.07123453170061111,
"m": 1.0
},
{
"p": 0.07147236168384552,
"m": 1.0
},
{
"p": 0.07148929685354233,
"m": 1.0
},
{
"p": 0.07144315540790558,
"m": 1.0
},
{
"p": 0.07133634388446808,
"m": 1.0
},
{
"p": 0.07157034426927567,
"m": 1.0
},
{
"p": 0.07136896997690201,
"m": 1.0
}
]
},
{
"epoch": 144,
"train_loss": 2.4547135829925537,
"val_loss": 0.8285351395606995,
"acc": 70.68,
"time": 265.17788756696973,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07137119770050049,
"m": 1.0
},
{
"p": 0.07149098813533783,
"m": 1.0
},
{
"p": 0.07170478999614716,
"m": 1.0
},
{
"p": 0.0714038535952568,
"m": 1.0
},
{
"p": 0.07117112725973129,
"m": 1.0
},
{
"p": 0.07119110226631165,
"m": 1.0
},
{
"p": 0.07141793519258499,
"m": 1.0
},
{
"p": 0.0713467001914978,
"m": 1.0
},
{
"p": 0.071501225233078,
"m": 1.0
},
{
"p": 0.07153137028217316,
"m": 1.0
},
{
"p": 0.07146302610635757,
"m": 1.0
},
{
"p": 0.0715741366147995,
"m": 1.0
},
{
"p": 0.07140230387449265,
"m": 1.0
},
{
"p": 0.07143024355173111,
"m": 1.0
}
]
},
{
"epoch": 145,
"train_loss": 2.4770023822784424,
"val_loss": 0.8259729146957397,
"acc": 70.3,
"time": 265.3256265359232,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07167837768793106,
"m": 1.0
},
{
"p": 0.0714145302772522,
"m": 1.0
},
{
"p": 0.07150688022375107,
"m": 1.0
},
{
"p": 0.07140268385410309,
"m": 1.0
},
{
"p": 0.07108989357948303,
"m": 1.0
},
{
"p": 0.07110919803380966,
"m": 1.0
},
{
"p": 0.07165153324604034,
"m": 1.0
},
{
"p": 0.07144531607627869,
"m": 1.0
},
{
"p": 0.07154062390327454,
"m": 1.0
},
{
"p": 0.07153598964214325,
"m": 1.0
},
{
"p": 0.0715097114443779,
"m": 1.0
},
{
"p": 0.07141480594873428,
"m": 1.0
},
{
"p": 0.07152022421360016,
"m": 1.0
},
{
"p": 0.07118024677038193,
"m": 1.0
}
]
},
{
"epoch": 146,
"train_loss": 2.170107841491699,
"val_loss": 0.7802797555923462,
"acc": 70.79,
"time": 265.97858080395963,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0716063529253006,
"m": 1.0
},
{
"p": 0.07129000127315521,
"m": 1.0
},
{
"p": 0.07141920179128647,
"m": 1.0
},
{
"p": 0.07146409153938293,
"m": 1.0
},
{
"p": 0.07141555100679398,
"m": 1.0
},
{
"p": 0.0713110864162445,
"m": 1.0
},
{
"p": 0.0714021697640419,
"m": 1.0
},
{
"p": 0.07141515612602234,
"m": 1.0
},
{
"p": 0.0714307650923729,
"m": 1.0
},
{
"p": 0.07143863290548325,
"m": 1.0
},
{
"p": 0.07139905542135239,
"m": 1.0
},
{
"p": 0.07152075320482254,
"m": 1.0
},
{
"p": 0.0714399442076683,
"m": 1.0
},
{
"p": 0.07144724577665329,
"m": 1.0
}
]
},
{
"epoch": 147,
"train_loss": 2.0819830894470215,
"val_loss": 0.892844021320343,
"acc": 71.04,
"time": 265.6905104339821,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07132092863321304,
"m": 1.0
},
{
"p": 0.0712338536977768,
"m": 1.0
},
{
"p": 0.07145480811595917,
"m": 1.0
},
{
"p": 0.07148370891809464,
"m": 1.0
},
{
"p": 0.07136079668998718,
"m": 1.0
},
{
"p": 0.07145464420318604,
"m": 1.0
},
{
"p": 0.0715574100613594,
"m": 1.0
},
{
"p": 0.07145776599645615,
"m": 1.0
},
{
"p": 0.0714637041091919,
"m": 1.0
},
{
"p": 0.07148736715316772,
"m": 1.0
},
{
"p": 0.07151693105697632,
"m": 1.0
},
{
"p": 0.07142535597085953,
"m": 1.0
},
{
"p": 0.07149045914411545,
"m": 1.0
},
{
"p": 0.07129223644733429,
"m": 1.0
}
]
},
{
"epoch": 148,
"train_loss": 2.484078884124756,
"val_loss": 0.9371424317359924,
"acc": 70.53,
"time": 265.1153871330898,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07154670357704163,
"m": 1.0
},
{
"p": 0.07129175961017609,
"m": 1.0
},
{
"p": 0.07153510302305222,
"m": 1.0
},
{
"p": 0.07140850275754929,
"m": 1.0
},
{
"p": 0.0711904987692833,
"m": 1.0
},
{
"p": 0.0711822435259819,
"m": 1.0
},
{
"p": 0.07138030976057053,
"m": 1.0
},
{
"p": 0.07142481952905655,
"m": 1.0
},
{
"p": 0.07161902636289597,
"m": 1.0
},
{
"p": 0.0714864581823349,
"m": 1.0
},
{
"p": 0.0715765729546547,
"m": 1.0
},
{
"p": 0.07155151665210724,
"m": 1.0
},
{
"p": 0.07154840230941772,
"m": 1.0
},
{
"p": 0.07125812023878098,
"m": 1.0
}
]
},
{
"epoch": 149,
"train_loss": 2.494495391845703,
"val_loss": 0.8931284546852112,
"acc": 70.42,
"time": 264.81322119093966,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07164289057254791,
"m": 1.0
},
{
"p": 0.07133636623620987,
"m": 1.0
},
{
"p": 0.07124213874340057,
"m": 1.0
},
{
"p": 0.07146357744932175,
"m": 1.0
},
{
"p": 0.07134564965963364,
"m": 1.0
},
{
"p": 0.07123314589262009,
"m": 1.0
},
{
"p": 0.07145106047391891,
"m": 1.0
},
{
"p": 0.0712776631116867,
"m": 1.0
},
{
"p": 0.07147715985774994,
"m": 1.0
},
{
"p": 0.07155008614063263,
"m": 1.0
},
{
"p": 0.07153153419494629,
"m": 1.0
},
{
"p": 0.0713907852768898,
"m": 1.0
},
{
"p": 0.0715690478682518,
"m": 1.0
},
{
"p": 0.07148892432451248,
"m": 1.0
}
]
},
{
"epoch": 150,
"train_loss": 2.1111326217651367,
"val_loss": 0.8155683279037476,
"acc": 71.0,
"time": 264.6070912820287,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07173873484134674,
"m": 1.0
},
{
"p": 0.07124900072813034,
"m": 1.0
},
{
"p": 0.07128845155239105,
"m": 1.0
},
{
"p": 0.07133222371339798,
"m": 1.0
},
{
"p": 0.07121257483959198,
"m": 1.0
},
{
"p": 0.07120034098625183,
"m": 1.0
},
{
"p": 0.07157458364963531,
"m": 1.0
},
{
"p": 0.07160083204507828,
"m": 1.0
},
{
"p": 0.07147272676229477,
"m": 1.0
},
{
"p": 0.07143357396125793,
"m": 1.0
},
{
"p": 0.07136743515729904,
"m": 1.0
},
{
"p": 0.07157186418771744,
"m": 1.0
},
{
"p": 0.07149334251880646,
"m": 1.0
},
{
"p": 0.07146432995796204,
"m": 1.0
}
]
}
]
}