AntoineH/smart_augmentation
1
0
Fork 0
mirror of https://github.com/AntoineHX/smart_augmentation.git synced 2025-05-04 12:10:45 +02:00
Code Issues Projects Releases Packages Wiki Activity
smart_augmentation/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx4-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json
Harle, Antoine (Contracteur) 4166922c34 Rangement
2020-02-28 16:46:37 -05:00

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

{
"Accuracy": 70.18,
"Time": [
264.451694364942,
3.7101447862239243,
39767.27819537802
],
"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": 4.604484558105469,
"val_loss": 2.2906460762023926,
"acc": 13.25,
"time": 232.08348181610927,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07141164690256119,
"m": 1.0
},
{
"p": 0.07142321765422821,
"m": 1.0
},
{
"p": 0.07144003361463547,
"m": 1.0
},
{
"p": 0.07143925875425339,
"m": 1.0
},
{
"p": 0.07142876088619232,
"m": 1.0
},
{
"p": 0.07142505794763565,
"m": 1.0
},
{
"p": 0.07143586874008179,
"m": 1.0
},
{
"p": 0.07143622636795044,
"m": 1.0
},
{
"p": 0.07143960893154144,
"m": 1.0
},
{
"p": 0.07143817842006683,
"m": 1.0
},
{
"p": 0.07138153910636902,
"m": 1.0
},
{
"p": 0.07143142074346542,
"m": 1.0
},
{
"p": 0.07143386453390121,
"m": 1.0
},
{
"p": 0.07143528759479523,
"m": 1.0
}
]
},
{
"epoch": 2,
"train_loss": 4.607698917388916,
"val_loss": 2.305497646331787,
"acc": 10.0,
"time": 263.2304610849824,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142726331949234,
"m": 1.0
},
{
"p": 0.07142852991819382,
"m": 1.0
},
{
"p": 0.07142883539199829,
"m": 1.0
},
{
"p": 0.07142820209264755,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.07142791152000427,
"m": 1.0
},
{
"p": 0.07142847776412964,
"m": 1.0
},
{
"p": 0.07142829895019531,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.07142912596464157,
"m": 1.0
},
{
"p": 0.07143011689186096,
"m": 1.0
},
{
"p": 0.07142788916826248,
"m": 1.0
},
{
"p": 0.07142893970012665,
"m": 1.0
},
{
"p": 0.0714292898774147,
"m": 1.0
}
]
},
{
"epoch": 3,
"train_loss": 5.199776649475098,
"val_loss": 2.3091368675231934,
"acc": 10.0,
"time": 265.02259999793023,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07093709707260132,
"m": 1.0
},
{
"p": 0.07146327197551727,
"m": 1.0
},
{
"p": 0.07144323736429214,
"m": 1.0
},
{
"p": 0.07101145386695862,
"m": 1.0
},
{
"p": 0.07135613262653351,
"m": 1.0
},
{
"p": 0.0716298446059227,
"m": 1.0
},
{
"p": 0.07154852896928787,
"m": 1.0
},
{
"p": 0.07173973321914673,
"m": 1.0
},
{
"p": 0.07112912088632584,
"m": 1.0
},
{
"p": 0.07152970880270004,
"m": 1.0
},
{
"p": 0.07195602357387543,
"m": 1.0
},
{
"p": 0.07143507897853851,
"m": 1.0
},
{
"p": 0.07136167585849762,
"m": 1.0
},
{
"p": 0.0714590772986412,
"m": 1.0
}
]
},
{
"epoch": 4,
"train_loss": 4.6034698486328125,
"val_loss": 2.3023734092712402,
"acc": 10.0,
"time": 265.70598325901665,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142847776412964,
"m": 1.0
},
{
"p": 0.07142863422632217,
"m": 1.0
},
{
"p": 0.07142854481935501,
"m": 1.0
},
{
"p": 0.07142850011587143,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.07142861187458038,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.07142863422632217,
"m": 1.0
},
{
"p": 0.07142854481935501,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.07142865657806396,
"m": 1.0
},
{
"p": 0.07142853736877441,
"m": 1.0
},
{
"p": 0.07142854481935501,
"m": 1.0
},
{
"p": 0.07142861932516098,
"m": 1.0
}
]
},
{
"epoch": 5,
"train_loss": 4.612326622009277,
"val_loss": 2.3064911365509033,
"acc": 10.0,
"time": 263.8769408670487,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142794132232666,
"m": 1.0
},
{
"p": 0.07142961025238037,
"m": 1.0
},
{
"p": 0.0714290663599968,
"m": 1.0
},
{
"p": 0.07142720371484756,
"m": 1.0
},
{
"p": 0.0714280754327774,
"m": 1.0
},
{
"p": 0.07142776995897293,
"m": 1.0
},
{
"p": 0.07142771035432816,
"m": 1.0
},
{
"p": 0.07142890989780426,
"m": 1.0
},
{
"p": 0.07142955809831619,
"m": 1.0
},
{
"p": 0.07142890244722366,
"m": 1.0
},
{
"p": 0.07142836600542068,
"m": 1.0
},
{
"p": 0.07142862677574158,
"m": 1.0
},
{
"p": 0.071429543197155,
"m": 1.0
},
{
"p": 0.07142873853445053,
"m": 1.0
}
]
},
{
"epoch": 6,
"train_loss": 4.619574546813965,
"val_loss": 2.3033182621002197,
"acc": 10.0,
"time": 264.340608527069,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142852991819382,
"m": 1.0
},
{
"p": 0.07142861187458038,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.07142861187458038,
"m": 1.0
},
{
"p": 0.07142861932516098,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.07142853736877441,
"m": 1.0
},
{
"p": 0.07142852246761322,
"m": 1.0
},
{
"p": 0.07142852991819382,
"m": 1.0
},
{
"p": 0.07142862677574158,
"m": 1.0
},
{
"p": 0.07142854481935501,
"m": 1.0
},
{
"p": 0.07142855226993561,
"m": 1.0
}
]
},
{
"epoch": 7,
"train_loss": 4.603348255157471,
"val_loss": 2.2987890243530273,
"acc": 10.0,
"time": 263.34688741294667,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142853736877441,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.07142869383096695,
"m": 1.0
},
{
"p": 0.07142862677574158,
"m": 1.0
},
{
"p": 0.07142851501703262,
"m": 1.0
},
{
"p": 0.07142861187458038,
"m": 1.0
},
{
"p": 0.07142861932516098,
"m": 1.0
},
{
"p": 0.07142860442399979,
"m": 1.0
},
{
"p": 0.07142844051122665,
"m": 1.0
},
{
"p": 0.07142852246761322,
"m": 1.0
},
{
"p": 0.07142866402864456,
"m": 1.0
},
{
"p": 0.07142862677574158,
"m": 1.0
},
{
"p": 0.07142851501703262,
"m": 1.0
},
{
"p": 0.07142847031354904,
"m": 1.0
}
]
},
{
"epoch": 8,
"train_loss": 4.608414173126221,
"val_loss": 2.3055953979492188,
"acc": 10.0,
"time": 262.9667474089656,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.07142852991819382,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.07142855226993561,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
}
]
},
{
"epoch": 9,
"train_loss": 4.579108238220215,
"val_loss": 2.3071794509887695,
"acc": 10.0,
"time": 264.71738595701754,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142860442399979,
"m": 1.0
},
{
"p": 0.07142852991819382,
"m": 1.0
},
{
"p": 0.07142855226993561,
"m": 1.0
},
{
"p": 0.07142860442399979,
"m": 1.0
},
{
"p": 0.07142853736877441,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.07142862677574158,
"m": 1.0
},
{
"p": 0.07142855226993561,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.07142853736877441,
"m": 1.0
},
{
"p": 0.07142861187458038,
"m": 1.0
},
{
"p": 0.07142855226993561,
"m": 1.0
},
{
"p": 0.07142852246761322,
"m": 1.0
}
]
},
{
"epoch": 10,
"train_loss": 4.616106033325195,
"val_loss": 2.307206869125366,
"acc": 10.0,
"time": 263.7423054430401,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.07142851501703262,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.07142862677574158,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.07142852991819382,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
}
]
},
{
"epoch": 11,
"train_loss": 4.597198486328125,
"val_loss": 2.301905870437622,
"acc": 10.0,
"time": 263.5945273510879,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.07142851501703262,
"m": 1.0
},
{
"p": 0.07142860442399979,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.07142860442399979,
"m": 1.0
},
{
"p": 0.07142861932516098,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.07142853736877441,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.07142852991819382,
"m": 1.0
},
{
"p": 0.07142861187458038,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
}
]
},
{
"epoch": 12,
"train_loss": 4.6129631996154785,
"val_loss": 2.305469274520874,
"acc": 10.0,
"time": 264.52988574199844,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142854481935501,
"m": 1.0
},
{
"p": 0.07142862677574158,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.07142850011587143,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.07142853736877441,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.07142862677574158,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.07142854481935501,
"m": 1.0
},
{
"p": 0.07142862677574158,
"m": 1.0
}
]
},
{
"epoch": 13,
"train_loss": 4.603640556335449,
"val_loss": 2.3063111305236816,
"acc": 10.0,
"time": 264.9077605389757,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142854481935501,
"m": 1.0
},
{
"p": 0.07142850756645203,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.07142861187458038,
"m": 1.0
},
{
"p": 0.07142864912748337,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.07142853736877441,
"m": 1.0
}
]
},
{
"epoch": 14,
"train_loss": 4.620019435882568,
"val_loss": 2.3052830696105957,
"acc": 10.0,
"time": 262.75035844999366,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.07142861187458038,
"m": 1.0
},
{
"p": 0.07142861187458038,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.07142851501703262,
"m": 1.0
},
{
"p": 0.07142852991819382,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.07142861187458038,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
}
]
},
{
"epoch": 15,
"train_loss": 4.569199562072754,
"val_loss": 2.236720323562622,
"acc": 14.91,
"time": 263.2613492109813,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142907381057739,
"m": 1.0
},
{
"p": 0.07143119722604752,
"m": 1.0
},
{
"p": 0.07142745703458786,
"m": 1.0
},
{
"p": 0.0714292824268341,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.07142762839794159,
"m": 1.0
},
{
"p": 0.07142952084541321,
"m": 1.0
},
{
"p": 0.07142718136310577,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.0714293047785759,
"m": 1.0
},
{
"p": 0.07142673432826996,
"m": 1.0
},
{
"p": 0.0714302584528923,
"m": 1.0
},
{
"p": 0.0714300349354744,
"m": 1.0
},
{
"p": 0.07142519950866699,
"m": 1.0
}
]
},
{
"epoch": 16,
"train_loss": 4.373635292053223,
"val_loss": 2.1433167457580566,
"acc": 20.23,
"time": 263.7530164880445,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143231481313705,
"m": 1.0
},
{
"p": 0.07143071293830872,
"m": 1.0
},
{
"p": 0.07143187522888184,
"m": 1.0
},
{
"p": 0.07142583280801773,
"m": 1.0
},
{
"p": 0.07143063843250275,
"m": 1.0
},
{
"p": 0.07142722606658936,
"m": 1.0
},
{
"p": 0.07143423706293106,
"m": 1.0
},
{
"p": 0.07143343240022659,
"m": 1.0
},
{
"p": 0.07142522931098938,
"m": 1.0
},
{
"p": 0.0714300274848938,
"m": 1.0
},
{
"p": 0.07142262905836105,
"m": 1.0
},
{
"p": 0.07142753154039383,
"m": 1.0
},
{
"p": 0.07143053412437439,
"m": 1.0
},
{
"p": 0.07141781598329544,
"m": 1.0
}
]
},
{
"epoch": 17,
"train_loss": 4.1342315673828125,
"val_loss": 2.0626635551452637,
"acc": 21.68,
"time": 263.9539487569127,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142920792102814,
"m": 1.0
},
{
"p": 0.07142268121242523,
"m": 1.0
},
{
"p": 0.07142972201108932,
"m": 1.0
},
{
"p": 0.07142870128154755,
"m": 1.0
},
{
"p": 0.07142310589551926,
"m": 1.0
},
{
"p": 0.07142622768878937,
"m": 1.0
},
{
"p": 0.07143071293830872,
"m": 1.0
},
{
"p": 0.07143361121416092,
"m": 1.0
},
{
"p": 0.07143069058656693,
"m": 1.0
},
{
"p": 0.07142873108386993,
"m": 1.0
},
{
"p": 0.07143617421388626,
"m": 1.0
},
{
"p": 0.07143064588308334,
"m": 1.0
},
{
"p": 0.07143180072307587,
"m": 1.0
},
{
"p": 0.07141797244548798,
"m": 1.0
}
]
},
{
"epoch": 18,
"train_loss": 4.227293491363525,
"val_loss": 1.988491177558899,
"acc": 24.42,
"time": 263.8772979549831,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714309886097908,
"m": 1.0
},
{
"p": 0.07142843306064606,
"m": 1.0
},
{
"p": 0.07142239063978195,
"m": 1.0
},
{
"p": 0.07142970710992813,
"m": 1.0
},
{
"p": 0.07142776995897293,
"m": 1.0
},
{
"p": 0.07142607122659683,
"m": 1.0
},
{
"p": 0.0714295282959938,
"m": 1.0
},
{
"p": 0.07142576575279236,
"m": 1.0
},
{
"p": 0.0714307427406311,
"m": 1.0
},
{
"p": 0.0714336633682251,
"m": 1.0
},
{
"p": 0.07143085449934006,
"m": 1.0
},
{
"p": 0.07144326716661453,
"m": 1.0
},
{
"p": 0.0714273750782013,
"m": 1.0
},
{
"p": 0.07141346484422684,
"m": 1.0
}
]
},
{
"epoch": 19,
"train_loss": 4.053938865661621,
"val_loss": 2.0477919578552246,
"acc": 25.07,
"time": 264.51902864093427,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714365765452385,
"m": 1.0
},
{
"p": 0.07141737639904022,
"m": 1.0
},
{
"p": 0.07141967862844467,
"m": 1.0
},
{
"p": 0.07142923772335052,
"m": 1.0
},
{
"p": 0.07143797725439072,
"m": 1.0
},
{
"p": 0.07143901288509369,
"m": 1.0
},
{
"p": 0.0714215338230133,
"m": 1.0
},
{
"p": 0.07142934203147888,
"m": 1.0
},
{
"p": 0.07142319530248642,
"m": 1.0
},
{
"p": 0.07144130021333694,
"m": 1.0
},
{
"p": 0.071417436003685,
"m": 1.0
},
{
"p": 0.07144065201282501,
"m": 1.0
},
{
"p": 0.07143141329288483,
"m": 1.0
},
{
"p": 0.07141528278589249,
"m": 1.0
}
]
},
{
"epoch": 20,
"train_loss": 4.152182102203369,
"val_loss": 1.8926595449447632,
"acc": 29.2,
"time": 263.4201687941095,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142610847949982,
"m": 1.0
},
{
"p": 0.07142721116542816,
"m": 1.0
},
{
"p": 0.071439228951931,
"m": 1.0
},
{
"p": 0.07142647355794907,
"m": 1.0
},
{
"p": 0.07141532748937607,
"m": 1.0
},
{
"p": 0.07142219692468643,
"m": 1.0
},
{
"p": 0.0714331567287445,
"m": 1.0
},
{
"p": 0.07142777740955353,
"m": 1.0
},
{
"p": 0.07142387330532074,
"m": 1.0
},
{
"p": 0.07142853736877441,
"m": 1.0
},
{
"p": 0.07144404947757721,
"m": 1.0
},
{
"p": 0.07143352180719376,
"m": 1.0
},
{
"p": 0.07143033295869827,
"m": 1.0
},
{
"p": 0.07142222672700882,
"m": 1.0
}
]
},
{
"epoch": 21,
"train_loss": 3.928375482559204,
"val_loss": 1.8617496490478516,
"acc": 32.96,
"time": 263.32398145401385,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714292824268341,
"m": 1.0
},
{
"p": 0.07142114639282227,
"m": 1.0
},
{
"p": 0.0714322179555893,
"m": 1.0
},
{
"p": 0.07142497599124908,
"m": 1.0
},
{
"p": 0.0714331790804863,
"m": 1.0
},
{
"p": 0.07142498344182968,
"m": 1.0
},
{
"p": 0.07143592834472656,
"m": 1.0
},
{
"p": 0.07143668085336685,
"m": 1.0
},
{
"p": 0.07143209129571915,
"m": 1.0
},
{
"p": 0.0714348778128624,
"m": 1.0
},
{
"p": 0.07143200933933258,
"m": 1.0
},
{
"p": 0.0714273601770401,
"m": 1.0
},
{
"p": 0.07142964750528336,
"m": 1.0
},
{
"p": 0.07140560448169708,
"m": 1.0
}
]
},
{
"epoch": 22,
"train_loss": 4.043957710266113,
"val_loss": 1.8442822694778442,
"acc": 31.77,
"time": 267.80011130298954,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142703980207443,
"m": 1.0
},
{
"p": 0.07142799347639084,
"m": 1.0
},
{
"p": 0.07142376899719238,
"m": 1.0
},
{
"p": 0.07143634557723999,
"m": 1.0
},
{
"p": 0.07142890989780426,
"m": 1.0
},
{
"p": 0.0714406967163086,
"m": 1.0
},
{
"p": 0.07142474502325058,
"m": 1.0
},
{
"p": 0.07142259180545807,
"m": 1.0
},
{
"p": 0.07143627107143402,
"m": 1.0
},
{
"p": 0.07142101973295212,
"m": 1.0
},
{
"p": 0.07143596559762955,
"m": 1.0
},
{
"p": 0.07142842561006546,
"m": 1.0
},
{
"p": 0.07144057005643845,
"m": 1.0
},
{
"p": 0.07140571624040604,
"m": 1.0
}
]
},
{
"epoch": 23,
"train_loss": 3.959745407104492,
"val_loss": 1.842184066772461,
"acc": 33.64,
"time": 263.74325506796595,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143096625804901,
"m": 1.0
},
{
"p": 0.07142176479101181,
"m": 1.0
},
{
"p": 0.07143750786781311,
"m": 1.0
},
{
"p": 0.07142753899097443,
"m": 1.0
},
{
"p": 0.07143162190914154,
"m": 1.0
},
{
"p": 0.07142091542482376,
"m": 1.0
},
{
"p": 0.07142748683691025,
"m": 1.0
},
{
"p": 0.07142673432826996,
"m": 1.0
},
{
"p": 0.07143509387969971,
"m": 1.0
},
{
"p": 0.07144074141979218,
"m": 1.0
},
{
"p": 0.07143060863018036,
"m": 1.0
},
{
"p": 0.0714321881532669,
"m": 1.0
},
{
"p": 0.07143018394708633,
"m": 1.0
},
{
"p": 0.07140661776065826,
"m": 1.0
}
]
},
{
"epoch": 24,
"train_loss": 3.8169329166412354,
"val_loss": 1.8146555423736572,
"acc": 30.2,
"time": 263.728857864975,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143571227788925,
"m": 1.0
},
{
"p": 0.0714256763458252,
"m": 1.0
},
{
"p": 0.07143238931894302,
"m": 1.0
},
{
"p": 0.07142265886068344,
"m": 1.0
},
{
"p": 0.07143175601959229,
"m": 1.0
},
{
"p": 0.07142838835716248,
"m": 1.0
},
{
"p": 0.07144255191087723,
"m": 1.0
},
{
"p": 0.07143203914165497,
"m": 1.0
},
{
"p": 0.07142303884029388,
"m": 1.0
},
{
"p": 0.07142984122037888,
"m": 1.0
},
{
"p": 0.07142845541238785,
"m": 1.0
},
{
"p": 0.07143028825521469,
"m": 1.0
},
{
"p": 0.07142867892980576,
"m": 1.0
},
{
"p": 0.0714084580540657,
"m": 1.0
}
]
},
{
"epoch": 25,
"train_loss": 3.849421501159668,
"val_loss": 1.6970391273498535,
"acc": 38.2,
"time": 263.7818125010235,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143912464380264,
"m": 1.0
},
{
"p": 0.07142779976129532,
"m": 1.0
},
{
"p": 0.07143104821443558,
"m": 1.0
},
{
"p": 0.07142577320337296,
"m": 1.0
},
{
"p": 0.07142212986946106,
"m": 1.0
},
{
"p": 0.07142920792102814,
"m": 1.0
},
{
"p": 0.07142024487257004,
"m": 1.0
},
{
"p": 0.07143183797597885,
"m": 1.0
},
{
"p": 0.07143716514110565,
"m": 1.0
},
{
"p": 0.07142896205186844,
"m": 1.0
},
{
"p": 0.07143142819404602,
"m": 1.0
},
{
"p": 0.07143409550189972,
"m": 1.0
},
{
"p": 0.07142642885446548,
"m": 1.0
},
{
"p": 0.0714147686958313,
"m": 1.0
}
]
},
{
"epoch": 26,
"train_loss": 3.906524896621704,
"val_loss": 1.7744632959365845,
"acc": 35.45,
"time": 264.0170506199356,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142667472362518,
"m": 1.0
},
{
"p": 0.07140563428401947,
"m": 1.0
},
{
"p": 0.07141920179128647,
"m": 1.0
},
{
"p": 0.07142715156078339,
"m": 1.0
},
{
"p": 0.07143671810626984,
"m": 1.0
},
{
"p": 0.0714234858751297,
"m": 1.0
},
{
"p": 0.07144572585821152,
"m": 1.0
},
{
"p": 0.0714338943362236,
"m": 1.0
},
{
"p": 0.07143929600715637,
"m": 1.0
},
{
"p": 0.07143225520849228,
"m": 1.0
},
{
"p": 0.07144258916378021,
"m": 1.0
},
{
"p": 0.07142534106969833,
"m": 1.0
},
{
"p": 0.07143309712409973,
"m": 1.0
},
{
"p": 0.07140891999006271,
"m": 1.0
}
]
},
{
"epoch": 27,
"train_loss": 3.8076155185699463,
"val_loss": 1.6286534070968628,
"acc": 39.44,
"time": 264.5120162620442,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714428722858429,
"m": 1.0
},
{
"p": 0.07143052667379379,
"m": 1.0
},
{
"p": 0.07141678035259247,
"m": 1.0
},
{
"p": 0.07143442332744598,
"m": 1.0
},
{
"p": 0.0714273527264595,
"m": 1.0
},
{
"p": 0.07142789661884308,
"m": 1.0
},
{
"p": 0.07143259048461914,
"m": 1.0
},
{
"p": 0.07142070680856705,
"m": 1.0
},
{
"p": 0.07143629342317581,
"m": 1.0
},
{
"p": 0.07143234461545944,
"m": 1.0
},
{
"p": 0.07142744213342667,
"m": 1.0
},
{
"p": 0.07143490761518478,
"m": 1.0
},
{
"p": 0.07143218070268631,
"m": 1.0
},
{
"p": 0.0714036375284195,
"m": 1.0
}
]
},
{
"epoch": 28,
"train_loss": 3.7933945655822754,
"val_loss": 1.609130859375,
"acc": 41.5,
"time": 262.4997012029635,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143162190914154,
"m": 1.0
},
{
"p": 0.07141473889350891,
"m": 1.0
},
{
"p": 0.07142994552850723,
"m": 1.0
},
{
"p": 0.07142868638038635,
"m": 1.0
},
{
"p": 0.07142189145088196,
"m": 1.0
},
{
"p": 0.071426622569561,
"m": 1.0
},
{
"p": 0.07144322991371155,
"m": 1.0
},
{
"p": 0.07142288982868195,
"m": 1.0
},
{
"p": 0.07142595201730728,
"m": 1.0
},
{
"p": 0.07143339514732361,
"m": 1.0
},
{
"p": 0.07143115997314453,
"m": 1.0
},
{
"p": 0.07143089175224304,
"m": 1.0
},
{
"p": 0.07142406702041626,
"m": 1.0
},
{
"p": 0.07143491506576538,
"m": 1.0
}
]
},
{
"epoch": 29,
"train_loss": 3.6282052993774414,
"val_loss": 1.5443562269210815,
"acc": 43.93,
"time": 263.26605717802886,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714377909898758,
"m": 1.0
},
{
"p": 0.07142790406942368,
"m": 1.0
},
{
"p": 0.07143222540616989,
"m": 1.0
},
{
"p": 0.07142430543899536,
"m": 1.0
},
{
"p": 0.07142418622970581,
"m": 1.0
},
{
"p": 0.07142265886068344,
"m": 1.0
},
{
"p": 0.07143861055374146,
"m": 1.0
},
{
"p": 0.07142964005470276,
"m": 1.0
},
{
"p": 0.07142829895019531,
"m": 1.0
},
{
"p": 0.07143674045801163,
"m": 1.0
},
{
"p": 0.07142798602581024,
"m": 1.0
},
{
"p": 0.07143299281597137,
"m": 1.0
},
{
"p": 0.07143504172563553,
"m": 1.0
},
{
"p": 0.07140163332223892,
"m": 1.0
}
]
},
{
"epoch": 30,
"train_loss": 3.802623987197876,
"val_loss": 1.5571271181106567,
"acc": 43.41,
"time": 263.71732235490344,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07141876965761185,
"m": 1.0
},
{
"p": 0.07143521308898926,
"m": 1.0
},
{
"p": 0.07143869996070862,
"m": 1.0
},
{
"p": 0.07143539935350418,
"m": 1.0
},
{
"p": 0.07141806185245514,
"m": 1.0
},
{
"p": 0.07142471522092819,
"m": 1.0
},
{
"p": 0.07142861187458038,
"m": 1.0
},
{
"p": 0.07142269611358643,
"m": 1.0
},
{
"p": 0.0714353397488594,
"m": 1.0
},
{
"p": 0.07141896337270737,
"m": 1.0
},
{
"p": 0.07143156975507736,
"m": 1.0
},
{
"p": 0.07142776995897293,
"m": 1.0
},
{
"p": 0.07145405560731888,
"m": 1.0
},
{
"p": 0.07141011208295822,
"m": 1.0
}
]
},
{
"epoch": 31,
"train_loss": 3.5130224227905273,
"val_loss": 1.449183702468872,
"acc": 45.34,
"time": 264.3035743010696,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143545895814896,
"m": 1.0
},
{
"p": 0.07141462713479996,
"m": 1.0
},
{
"p": 0.07142974436283112,
"m": 1.0
},
{
"p": 0.07143262773752213,
"m": 1.0
},
{
"p": 0.07142031192779541,
"m": 1.0
},
{
"p": 0.0714358538389206,
"m": 1.0
},
{
"p": 0.07143299281597137,
"m": 1.0
},
{
"p": 0.07142765820026398,
"m": 1.0
},
{
"p": 0.07141853123903275,
"m": 1.0
},
{
"p": 0.07143266499042511,
"m": 1.0
},
{
"p": 0.07142669707536697,
"m": 1.0
},
{
"p": 0.07144338637590408,
"m": 1.0
},
{
"p": 0.07143302261829376,
"m": 1.0
},
{
"p": 0.071416474878788,
"m": 1.0
}
]
},
{
"epoch": 32,
"train_loss": 3.9177370071411133,
"val_loss": 1.5250604152679443,
"acc": 43.13,
"time": 263.4277841100702,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144444435834885,
"m": 1.0
},
{
"p": 0.07142866402864456,
"m": 1.0
},
{
"p": 0.07143276929855347,
"m": 1.0
},
{
"p": 0.0714406669139862,
"m": 1.0
},
{
"p": 0.07142256200313568,
"m": 1.0
},
{
"p": 0.07142316550016403,
"m": 1.0
},
{
"p": 0.0714404508471489,
"m": 1.0
},
{
"p": 0.07142741233110428,
"m": 1.0
},
{
"p": 0.07142496109008789,
"m": 1.0
},
{
"p": 0.0714244470000267,
"m": 1.0
},
{
"p": 0.07142311334609985,
"m": 1.0
},
{
"p": 0.07143507152795792,
"m": 1.0
},
{
"p": 0.07143830507993698,
"m": 1.0
},
{
"p": 0.07139399647712708,
"m": 1.0
}
]
},
{
"epoch": 33,
"train_loss": 3.3831112384796143,
"val_loss": 1.5055946111679077,
"acc": 44.19,
"time": 264.5888671129942,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142598927021027,
"m": 1.0
},
{
"p": 0.07142429798841476,
"m": 1.0
},
{
"p": 0.07143181562423706,
"m": 1.0
},
{
"p": 0.07143082469701767,
"m": 1.0
},
{
"p": 0.07142195105552673,
"m": 1.0
},
{
"p": 0.07141817361116409,
"m": 1.0
},
{
"p": 0.07142988592386246,
"m": 1.0
},
{
"p": 0.0714338943362236,
"m": 1.0
},
{
"p": 0.07142899185419083,
"m": 1.0
},
{
"p": 0.07143403589725494,
"m": 1.0
},
{
"p": 0.07143528759479523,
"m": 1.0
},
{
"p": 0.07143643498420715,
"m": 1.0
},
{
"p": 0.07144362479448318,
"m": 1.0
},
{
"p": 0.07140478491783142,
"m": 1.0
}
]
},
{
"epoch": 34,
"train_loss": 3.716916084289551,
"val_loss": 1.5535084009170532,
"acc": 44.24,
"time": 263.7594814050244,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143289595842361,
"m": 1.0
},
{
"p": 0.07143039256334305,
"m": 1.0
},
{
"p": 0.07142537087202072,
"m": 1.0
},
{
"p": 0.07142730802297592,
"m": 1.0
},
{
"p": 0.07142303884029388,
"m": 1.0
},
{
"p": 0.07141950726509094,
"m": 1.0
},
{
"p": 0.0714293122291565,
"m": 1.0
},
{
"p": 0.07143335789442062,
"m": 1.0
},
{
"p": 0.07143504172563553,
"m": 1.0
},
{
"p": 0.07143707573413849,
"m": 1.0
},
{
"p": 0.071431465446949,
"m": 1.0
},
{
"p": 0.0714409351348877,
"m": 1.0
},
{
"p": 0.07144495099782944,
"m": 1.0
},
{
"p": 0.07138931751251221,
"m": 1.0
}
]
},
{
"epoch": 35,
"train_loss": 3.2900338172912598,
"val_loss": 1.520713448524475,
"acc": 45.66,
"time": 266.1026301609818,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144483178853989,
"m": 1.0
},
{
"p": 0.07142820954322815,
"m": 1.0
},
{
"p": 0.07144865393638611,
"m": 1.0
},
{
"p": 0.07143048942089081,
"m": 1.0
},
{
"p": 0.07141470164060593,
"m": 1.0
},
{
"p": 0.0714181661605835,
"m": 1.0
},
{
"p": 0.0714448019862175,
"m": 1.0
},
{
"p": 0.07144977152347565,
"m": 1.0
},
{
"p": 0.07145290076732635,
"m": 1.0
},
{
"p": 0.0714082196354866,
"m": 1.0
},
{
"p": 0.0713980495929718,
"m": 1.0
},
{
"p": 0.07142486423254013,
"m": 1.0
},
{
"p": 0.07143718749284744,
"m": 1.0
},
{
"p": 0.07139912992715836,
"m": 1.0
}
]
},
{
"epoch": 36,
"train_loss": 3.2427825927734375,
"val_loss": 1.3790075778961182,
"acc": 47.63,
"time": 264.7486587159801,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714244470000267,
"m": 1.0
},
{
"p": 0.07141956686973572,
"m": 1.0
},
{
"p": 0.07142982631921768,
"m": 1.0
},
{
"p": 0.07143599539995193,
"m": 1.0
},
{
"p": 0.07141648232936859,
"m": 1.0
},
{
"p": 0.07142346352338791,
"m": 1.0
},
{
"p": 0.07144427299499512,
"m": 1.0
},
{
"p": 0.0714401975274086,
"m": 1.0
},
{
"p": 0.07144096493721008,
"m": 1.0
},
{
"p": 0.07143329083919525,
"m": 1.0
},
{
"p": 0.0714292824268341,
"m": 1.0
},
{
"p": 0.07142671197652817,
"m": 1.0
},
{
"p": 0.07143516093492508,
"m": 1.0
},
{
"p": 0.07140030711889267,
"m": 1.0
}
]
},
{
"epoch": 37,
"train_loss": 3.6155428886413574,
"val_loss": 1.470859408378601,
"acc": 45.53,
"time": 265.38747041195165,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.071441650390625,
"m": 1.0
},
{
"p": 0.07144046574831009,
"m": 1.0
},
{
"p": 0.07143576443195343,
"m": 1.0
},
{
"p": 0.07144241034984589,
"m": 1.0
},
{
"p": 0.07141699641942978,
"m": 1.0
},
{
"p": 0.07142779231071472,
"m": 1.0
},
{
"p": 0.07142366468906403,
"m": 1.0
},
{
"p": 0.0714319571852684,
"m": 1.0
},
{
"p": 0.07142633944749832,
"m": 1.0
},
{
"p": 0.07144183665513992,
"m": 1.0
},
{
"p": 0.07142678648233414,
"m": 1.0
},
{
"p": 0.07144899666309357,
"m": 1.0
},
{
"p": 0.0714324414730072,
"m": 1.0
},
{
"p": 0.07136289775371552,
"m": 1.0
}
]
},
{
"epoch": 38,
"train_loss": 3.711601734161377,
"val_loss": 1.3503470420837402,
"acc": 49.97,
"time": 264.44400427502114,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144702225923538,
"m": 1.0
},
{
"p": 0.07141364365816116,
"m": 1.0
},
{
"p": 0.07142511010169983,
"m": 1.0
},
{
"p": 0.07143627107143402,
"m": 1.0
},
{
"p": 0.07141958922147751,
"m": 1.0
},
{
"p": 0.07139576971530914,
"m": 1.0
},
{
"p": 0.07144667953252792,
"m": 1.0
},
{
"p": 0.07145050168037415,
"m": 1.0
},
{
"p": 0.07143140584230423,
"m": 1.0
},
{
"p": 0.07141868770122528,
"m": 1.0
},
{
"p": 0.07142545282840729,
"m": 1.0
},
{
"p": 0.07143566012382507,
"m": 1.0
},
{
"p": 0.07144077867269516,
"m": 1.0
},
{
"p": 0.07141338288784027,
"m": 1.0
}
]
},
{
"epoch": 39,
"train_loss": 3.4005985260009766,
"val_loss": 1.4385714530944824,
"acc": 49.44,
"time": 262.40756715496536,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.071437306702137,
"m": 1.0
},
{
"p": 0.07142138481140137,
"m": 1.0
},
{
"p": 0.07145080715417862,
"m": 1.0
},
{
"p": 0.07145208865404129,
"m": 1.0
},
{
"p": 0.07143470644950867,
"m": 1.0
},
{
"p": 0.07140357047319412,
"m": 1.0
},
{
"p": 0.07142733037471771,
"m": 1.0
},
{
"p": 0.07144448906183243,
"m": 1.0
},
{
"p": 0.07142458111047745,
"m": 1.0
},
{
"p": 0.07142715156078339,
"m": 1.0
},
{
"p": 0.07143384218215942,
"m": 1.0
},
{
"p": 0.07143092155456543,
"m": 1.0
},
{
"p": 0.07142090052366257,
"m": 1.0
},
{
"p": 0.07139093428850174,
"m": 1.0
}
]
},
{
"epoch": 40,
"train_loss": 3.3449907302856445,
"val_loss": 1.4118330478668213,
"acc": 49.54,
"time": 264.516445855028,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144623249769211,
"m": 1.0
},
{
"p": 0.07140905410051346,
"m": 1.0
},
{
"p": 0.07143083214759827,
"m": 1.0
},
{
"p": 0.07143864035606384,
"m": 1.0
},
{
"p": 0.07138332724571228,
"m": 1.0
},
{
"p": 0.07142519950866699,
"m": 1.0
},
{
"p": 0.07144391536712646,
"m": 1.0
},
{
"p": 0.07143773138523102,
"m": 1.0
},
{
"p": 0.07145356386899948,
"m": 1.0
},
{
"p": 0.07144667953252792,
"m": 1.0
},
{
"p": 0.07142586261034012,
"m": 1.0
},
{
"p": 0.07143706828355789,
"m": 1.0
},
{
"p": 0.07142902910709381,
"m": 1.0
},
{
"p": 0.07139285653829575,
"m": 1.0
}
]
},
{
"epoch": 41,
"train_loss": 3.3805782794952393,
"val_loss": 1.4730092287063599,
"acc": 49.1,
"time": 264.4958725060569,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143685966730118,
"m": 1.0
},
{
"p": 0.07140999287366867,
"m": 1.0
},
{
"p": 0.07146220654249191,
"m": 1.0
},
{
"p": 0.07143191248178482,
"m": 1.0
},
{
"p": 0.0714324340224266,
"m": 1.0
},
{
"p": 0.07143132388591766,
"m": 1.0
},
{
"p": 0.07146746665239334,
"m": 1.0
},
{
"p": 0.0714063048362732,
"m": 1.0
},
{
"p": 0.07144252210855484,
"m": 1.0
},
{
"p": 0.07141578942537308,
"m": 1.0
},
{
"p": 0.07144565880298615,
"m": 1.0
},
{
"p": 0.07141292840242386,
"m": 1.0
},
{
"p": 0.07144594192504883,
"m": 1.0
},
{
"p": 0.07135862112045288,
"m": 1.0
}
]
},
{
"epoch": 42,
"train_loss": 3.730741024017334,
"val_loss": 1.3991354703903198,
"acc": 50.36,
"time": 265.87406694702804,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144041359424591,
"m": 1.0
},
{
"p": 0.07140292972326279,
"m": 1.0
},
{
"p": 0.07145265489816666,
"m": 1.0
},
{
"p": 0.07142440229654312,
"m": 1.0
},
{
"p": 0.07139789313077927,
"m": 1.0
},
{
"p": 0.07140804082155228,
"m": 1.0
},
{
"p": 0.07144816964864731,
"m": 1.0
},
{
"p": 0.07141963392496109,
"m": 1.0
},
{
"p": 0.0714476928114891,
"m": 1.0
},
{
"p": 0.07144411653280258,
"m": 1.0
},
{
"p": 0.07143794000148773,
"m": 1.0
},
{
"p": 0.07142020761966705,
"m": 1.0
},
{
"p": 0.07144893705844879,
"m": 1.0
},
{
"p": 0.07140704989433289,
"m": 1.0
}
]
},
{
"epoch": 43,
"train_loss": 3.300140380859375,
"val_loss": 1.488438606262207,
"acc": 48.42,
"time": 262.88837107794825,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143229991197586,
"m": 1.0
},
{
"p": 0.07142754644155502,
"m": 1.0
},
{
"p": 0.07142961770296097,
"m": 1.0
},
{
"p": 0.0714203491806984,
"m": 1.0
},
{
"p": 0.07144550234079361,
"m": 1.0
},
{
"p": 0.07141487300395966,
"m": 1.0
},
{
"p": 0.07144352793693542,
"m": 1.0
},
{
"p": 0.07139858603477478,
"m": 1.0
},
{
"p": 0.07143983989953995,
"m": 1.0
},
{
"p": 0.07143880426883698,
"m": 1.0
},
{
"p": 0.07143407315015793,
"m": 1.0
},
{
"p": 0.07142288982868195,
"m": 1.0
},
{
"p": 0.07145314663648605,
"m": 1.0
},
{
"p": 0.07139895111322403,
"m": 1.0
}
]
},
{
"epoch": 44,
"train_loss": 3.697218894958496,
"val_loss": 1.449297308921814,
"acc": 50.76,
"time": 263.3299796190113,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143847644329071,
"m": 1.0
},
{
"p": 0.07141265273094177,
"m": 1.0
},
{
"p": 0.07142960280179977,
"m": 1.0
},
{
"p": 0.07143066078424454,
"m": 1.0
},
{
"p": 0.07141650468111038,
"m": 1.0
},
{
"p": 0.07141243666410446,
"m": 1.0
},
{
"p": 0.07144239544868469,
"m": 1.0
},
{
"p": 0.07145549356937408,
"m": 1.0
},
{
"p": 0.07143938541412354,
"m": 1.0
},
{
"p": 0.07142020016908646,
"m": 1.0
},
{
"p": 0.07142836600542068,
"m": 1.0
},
{
"p": 0.07143629342317581,
"m": 1.0
},
{
"p": 0.07146818935871124,
"m": 1.0
},
{
"p": 0.07136934995651245,
"m": 1.0
}
]
},
{
"epoch": 45,
"train_loss": 3.553844451904297,
"val_loss": 1.3707789182662964,
"acc": 53.48,
"time": 264.275637753075,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143856585025787,
"m": 1.0
},
{
"p": 0.0714082419872284,
"m": 1.0
},
{
"p": 0.07144024223089218,
"m": 1.0
},
{
"p": 0.07142206281423569,
"m": 1.0
},
{
"p": 0.07141590863466263,
"m": 1.0
},
{
"p": 0.07140769064426422,
"m": 1.0
},
{
"p": 0.07142551988363266,
"m": 1.0
},
{
"p": 0.07141546159982681,
"m": 1.0
},
{
"p": 0.07145599275827408,
"m": 1.0
},
{
"p": 0.07144812494516373,
"m": 1.0
},
{
"p": 0.07144321501255035,
"m": 1.0
},
{
"p": 0.07144225388765335,
"m": 1.0
},
{
"p": 0.07144617289304733,
"m": 1.0
},
{
"p": 0.07139059901237488,
"m": 1.0
}
]
},
{
"epoch": 46,
"train_loss": 3.2758889198303223,
"val_loss": 1.3645480871200562,
"acc": 52.3,
"time": 264.3710696659982,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144101709127426,
"m": 1.0
},
{
"p": 0.07140760123729706,
"m": 1.0
},
{
"p": 0.07146220654249191,
"m": 1.0
},
{
"p": 0.07142888009548187,
"m": 1.0
},
{
"p": 0.07141579687595367,
"m": 1.0
},
{
"p": 0.0714111253619194,
"m": 1.0
},
{
"p": 0.0714099183678627,
"m": 1.0
},
{
"p": 0.071461983025074,
"m": 1.0
},
{
"p": 0.07144248485565186,
"m": 1.0
},
{
"p": 0.0714506134390831,
"m": 1.0
},
{
"p": 0.07141382247209549,
"m": 1.0
},
{
"p": 0.07144633680582047,
"m": 1.0
},
{
"p": 0.07144863903522491,
"m": 1.0
},
{
"p": 0.07135958969593048,
"m": 1.0
}
]
},
{
"epoch": 47,
"train_loss": 3.2595224380493164,
"val_loss": 1.3809443712234497,
"acc": 53.35,
"time": 263.15810555999633,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144032418727875,
"m": 1.0
},
{
"p": 0.07140854746103287,
"m": 1.0
},
{
"p": 0.07144764810800552,
"m": 1.0
},
{
"p": 0.07142892479896545,
"m": 1.0
},
{
"p": 0.07140509784221649,
"m": 1.0
},
{
"p": 0.0714249312877655,
"m": 1.0
},
{
"p": 0.07144423574209213,
"m": 1.0
},
{
"p": 0.07142851501703262,
"m": 1.0
},
{
"p": 0.07144170999526978,
"m": 1.0
},
{
"p": 0.07144103944301605,
"m": 1.0
},
{
"p": 0.07141812145709991,
"m": 1.0
},
{
"p": 0.07143384963274002,
"m": 1.0
},
{
"p": 0.07144998013973236,
"m": 1.0
},
{
"p": 0.07138705998659134,
"m": 1.0
}
]
},
{
"epoch": 48,
"train_loss": 3.5530872344970703,
"val_loss": 1.3783774375915527,
"acc": 52.03,
"time": 262.14250577706844,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143735885620117,
"m": 1.0
},
{
"p": 0.07140593230724335,
"m": 1.0
},
{
"p": 0.07141997665166855,
"m": 1.0
},
{
"p": 0.0714089572429657,
"m": 1.0
},
{
"p": 0.0714273601770401,
"m": 1.0
},
{
"p": 0.07138615846633911,
"m": 1.0
},
{
"p": 0.07145391404628754,
"m": 1.0
},
{
"p": 0.0714377835392952,
"m": 1.0
},
{
"p": 0.07143347710371017,
"m": 1.0
},
{
"p": 0.07146811485290527,
"m": 1.0
},
{
"p": 0.0714215487241745,
"m": 1.0
},
{
"p": 0.07147789001464844,
"m": 1.0
},
{
"p": 0.07144150137901306,
"m": 1.0
},
{
"p": 0.07138001918792725,
"m": 1.0
}
]
},
{
"epoch": 49,
"train_loss": 3.371443748474121,
"val_loss": 1.245388150215149,
"acc": 53.38,
"time": 265.7438678180333,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07141745090484619,
"m": 1.0
},
{
"p": 0.07140008360147476,
"m": 1.0
},
{
"p": 0.07141710817813873,
"m": 1.0
},
{
"p": 0.07144376635551453,
"m": 1.0
},
{
"p": 0.07141632586717606,
"m": 1.0
},
{
"p": 0.07140409201383591,
"m": 1.0
},
{
"p": 0.07143966853618622,
"m": 1.0
},
{
"p": 0.07143998891115189,
"m": 1.0
},
{
"p": 0.07146629691123962,
"m": 1.0
},
{
"p": 0.0714174285531044,
"m": 1.0
},
{
"p": 0.07141987234354019,
"m": 1.0
},
{
"p": 0.07146620005369186,
"m": 1.0
},
{
"p": 0.07143499702215195,
"m": 1.0
},
{
"p": 0.07141672074794769,
"m": 1.0
}
]
},
{
"epoch": 50,
"train_loss": 3.280090808868408,
"val_loss": 1.4526044130325317,
"acc": 51.25,
"time": 263.18538348097354,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714145377278328,
"m": 1.0
},
{
"p": 0.07137425988912582,
"m": 1.0
},
{
"p": 0.07144761085510254,
"m": 1.0
},
{
"p": 0.07142838090658188,
"m": 1.0
},
{
"p": 0.07143587619066238,
"m": 1.0
},
{
"p": 0.0714356079697609,
"m": 1.0
},
{
"p": 0.07148345559835434,
"m": 1.0
},
{
"p": 0.07141701132059097,
"m": 1.0
},
{
"p": 0.07147936522960663,
"m": 1.0
},
{
"p": 0.07141739130020142,
"m": 1.0
},
{
"p": 0.07146494835615158,
"m": 1.0
},
{
"p": 0.07140094041824341,
"m": 1.0
},
{
"p": 0.07145704329013824,
"m": 1.0
},
{
"p": 0.0713435560464859,
"m": 1.0
}
]
},
{
"epoch": 51,
"train_loss": 3.125703811645508,
"val_loss": 1.338035225868225,
"acc": 53.93,
"time": 263.6124515340198,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142918556928635,
"m": 1.0
},
{
"p": 0.07135587930679321,
"m": 1.0
},
{
"p": 0.07141753286123276,
"m": 1.0
},
{
"p": 0.07144128531217575,
"m": 1.0
},
{
"p": 0.07142636924982071,
"m": 1.0
},
{
"p": 0.07141301780939102,
"m": 1.0
},
{
"p": 0.07149072736501694,
"m": 1.0
},
{
"p": 0.0714087188243866,
"m": 1.0
},
{
"p": 0.07140736281871796,
"m": 1.0
},
{
"p": 0.07144589722156525,
"m": 1.0
},
{
"p": 0.07146459817886353,
"m": 1.0
},
{
"p": 0.07145454734563828,
"m": 1.0
},
{
"p": 0.07139884680509567,
"m": 1.0
},
{
"p": 0.07144597172737122,
"m": 1.0
}
]
},
{
"epoch": 52,
"train_loss": 3.384587049484253,
"val_loss": 1.324743390083313,
"acc": 55.43,
"time": 264.4026312920032,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07148609310388565,
"m": 1.0
},
{
"p": 0.07142578810453415,
"m": 1.0
},
{
"p": 0.0714542493224144,
"m": 1.0
},
{
"p": 0.07143326848745346,
"m": 1.0
},
{
"p": 0.07140488177537918,
"m": 1.0
},
{
"p": 0.07140618562698364,
"m": 1.0
},
{
"p": 0.07141997665166855,
"m": 1.0
},
{
"p": 0.07143956422805786,
"m": 1.0
},
{
"p": 0.07145413756370544,
"m": 1.0
},
{
"p": 0.07145331054925919,
"m": 1.0
},
{
"p": 0.07145058363676071,
"m": 1.0
},
{
"p": 0.07141932100057602,
"m": 1.0
},
{
"p": 0.07141188532114029,
"m": 1.0
},
{
"p": 0.07134068757295609,
"m": 1.0
}
]
},
{
"epoch": 53,
"train_loss": 3.345069169998169,
"val_loss": 1.3037874698638916,
"acc": 57.08,
"time": 265.42158824694343,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143406569957733,
"m": 1.0
},
{
"p": 0.07141067087650299,
"m": 1.0
},
{
"p": 0.0714828372001648,
"m": 1.0
},
{
"p": 0.07140713930130005,
"m": 1.0
},
{
"p": 0.071400947868824,
"m": 1.0
},
{
"p": 0.07142124325037003,
"m": 1.0
},
{
"p": 0.07143673300743103,
"m": 1.0
},
{
"p": 0.07141745835542679,
"m": 1.0
},
{
"p": 0.07139749079942703,
"m": 1.0
},
{
"p": 0.07141716778278351,
"m": 1.0
},
{
"p": 0.07146269828081131,
"m": 1.0
},
{
"p": 0.07145397365093231,
"m": 1.0
},
{
"p": 0.07144027203321457,
"m": 1.0
},
{
"p": 0.07141732424497604,
"m": 1.0
}
]
},
{
"epoch": 54,
"train_loss": 3.511502981185913,
"val_loss": 1.4802378416061401,
"acc": 50.36,
"time": 263.2429765830748,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143189013004303,
"m": 1.0
},
{
"p": 0.071394182741642,
"m": 1.0
},
{
"p": 0.07146625965833664,
"m": 1.0
},
{
"p": 0.0714564099907875,
"m": 1.0
},
{
"p": 0.07141277194023132,
"m": 1.0
},
{
"p": 0.07140539586544037,
"m": 1.0
},
{
"p": 0.07145145535469055,
"m": 1.0
},
{
"p": 0.07140566408634186,
"m": 1.0
},
{
"p": 0.07141285389661789,
"m": 1.0
},
{
"p": 0.07145959883928299,
"m": 1.0
},
{
"p": 0.07141470909118652,
"m": 1.0
},
{
"p": 0.07147170603275299,
"m": 1.0
},
{
"p": 0.07145141065120697,
"m": 1.0
},
{
"p": 0.07136567682027817,
"m": 1.0
}
]
},
{
"epoch": 55,
"train_loss": 3.1922192573547363,
"val_loss": 1.3731781244277954,
"acc": 54.4,
"time": 265.43998999893665,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714760273694992,
"m": 1.0
},
{
"p": 0.07140427082777023,
"m": 1.0
},
{
"p": 0.0714716762304306,
"m": 1.0
},
{
"p": 0.07144764810800552,
"m": 1.0
},
{
"p": 0.07140763849020004,
"m": 1.0
},
{
"p": 0.0713641345500946,
"m": 1.0
},
{
"p": 0.07143376767635345,
"m": 1.0
},
{
"p": 0.07141443341970444,
"m": 1.0
},
{
"p": 0.07147292047739029,
"m": 1.0
},
{
"p": 0.07142180949449539,
"m": 1.0
},
{
"p": 0.0714484378695488,
"m": 1.0
},
{
"p": 0.07145067304372787,
"m": 1.0
},
{
"p": 0.07142869383096695,
"m": 1.0
},
{
"p": 0.07135793566703796,
"m": 1.0
}
]
},
{
"epoch": 56,
"train_loss": 3.255183696746826,
"val_loss": 1.3246320486068726,
"acc": 54.25,
"time": 263.2937551740324,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714152529835701,
"m": 1.0
},
{
"p": 0.07146304845809937,
"m": 1.0
},
{
"p": 0.07142553478479385,
"m": 1.0
},
{
"p": 0.07143385708332062,
"m": 1.0
},
{
"p": 0.07139528542757034,
"m": 1.0
},
{
"p": 0.07140102982521057,
"m": 1.0
},
{
"p": 0.07140644639730453,
"m": 1.0
},
{
"p": 0.07142942398786545,
"m": 1.0
},
{
"p": 0.07144852727651596,
"m": 1.0
},
{
"p": 0.07147222012281418,
"m": 1.0
},
{
"p": 0.07138684391975403,
"m": 1.0
},
{
"p": 0.07149653881788254,
"m": 1.0
},
{
"p": 0.0714099183678627,
"m": 1.0
},
{
"p": 0.07141609489917755,
"m": 1.0
}
]
},
{
"epoch": 57,
"train_loss": 2.998063087463379,
"val_loss": 1.2384966611862183,
"acc": 56.53,
"time": 263.51705054496415,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07146082818508148,
"m": 1.0
},
{
"p": 0.07141544669866562,
"m": 1.0
},
{
"p": 0.07144132256507874,
"m": 1.0
},
{
"p": 0.07145124673843384,
"m": 1.0
},
{
"p": 0.07140899449586868,
"m": 1.0
},
{
"p": 0.07139233499765396,
"m": 1.0
},
{
"p": 0.07138930261135101,
"m": 1.0
},
{
"p": 0.07144051045179367,
"m": 1.0
},
{
"p": 0.071450375020504,
"m": 1.0
},
{
"p": 0.07144708931446075,
"m": 1.0
},
{
"p": 0.07147999852895737,
"m": 1.0
},
{
"p": 0.0714280754327774,
"m": 1.0
},
{
"p": 0.07146080583333969,
"m": 1.0
},
{
"p": 0.07133366167545319,
"m": 1.0
}
]
},
{
"epoch": 58,
"train_loss": 3.137197256088257,
"val_loss": 1.3246479034423828,
"acc": 55.37,
"time": 264.40101770404726,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144012302160263,
"m": 1.0
},
{
"p": 0.07144009321928024,
"m": 1.0
},
{
"p": 0.07140032202005386,
"m": 1.0
},
{
"p": 0.07140620797872543,
"m": 1.0
},
{
"p": 0.07138101011514664,
"m": 1.0
},
{
"p": 0.07136066257953644,
"m": 1.0
},
{
"p": 0.07146554440259933,
"m": 1.0
},
{
"p": 0.07145524770021439,
"m": 1.0
},
{
"p": 0.07142700254917145,
"m": 1.0
},
{
"p": 0.07146324962377548,
"m": 1.0
},
{
"p": 0.0714540183544159,
"m": 1.0
},
{
"p": 0.07147540897130966,
"m": 1.0
},
{
"p": 0.07145040482282639,
"m": 1.0
},
{
"p": 0.07138064503669739,
"m": 1.0
}
]
},
{
"epoch": 59,
"train_loss": 3.1142377853393555,
"val_loss": 1.3317888975143433,
"acc": 57.63,
"time": 263.91423125599977,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143859565258026,
"m": 1.0
},
{
"p": 0.07142399251461029,
"m": 1.0
},
{
"p": 0.07142001390457153,
"m": 1.0
},
{
"p": 0.07142613083124161,
"m": 1.0
},
{
"p": 0.07143338024616241,
"m": 1.0
},
{
"p": 0.07140112668275833,
"m": 1.0
},
{
"p": 0.07142708450555801,
"m": 1.0
},
{
"p": 0.07139301300048828,
"m": 1.0
},
{
"p": 0.07141987234354019,
"m": 1.0
},
{
"p": 0.07144354283809662,
"m": 1.0
},
{
"p": 0.07145741581916809,
"m": 1.0
},
{
"p": 0.07148032635450363,
"m": 1.0
},
{
"p": 0.07147189229726791,
"m": 1.0
},
{
"p": 0.07136357575654984,
"m": 1.0
}
]
},
{
"epoch": 60,
"train_loss": 3.2124080657958984,
"val_loss": 1.271142601966858,
"acc": 58.01,
"time": 263.83218193706125,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07145722210407257,
"m": 1.0
},
{
"p": 0.07142230123281479,
"m": 1.0
},
{
"p": 0.07145760953426361,
"m": 1.0
},
{
"p": 0.07142318040132523,
"m": 1.0
},
{
"p": 0.0713992640376091,
"m": 1.0
},
{
"p": 0.07140374183654785,
"m": 1.0
},
{
"p": 0.0713990181684494,
"m": 1.0
},
{
"p": 0.07145271450281143,
"m": 1.0
},
{
"p": 0.07141424715518951,
"m": 1.0
},
{
"p": 0.07146835327148438,
"m": 1.0
},
{
"p": 0.07144481688737869,
"m": 1.0
},
{
"p": 0.07145766168832779,
"m": 1.0
},
{
"p": 0.07145534455776215,
"m": 1.0
},
{
"p": 0.0713445246219635,
"m": 1.0
}
]
},
{
"epoch": 61,
"train_loss": 3.1559512615203857,
"val_loss": 1.266265869140625,
"acc": 55.98,
"time": 264.5990255920915,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07146666944026947,
"m": 1.0
},
{
"p": 0.07138857990503311,
"m": 1.0
},
{
"p": 0.07142814248800278,
"m": 1.0
},
{
"p": 0.07142357528209686,
"m": 1.0
},
{
"p": 0.07139179110527039,
"m": 1.0
},
{
"p": 0.07139010727405548,
"m": 1.0
},
{
"p": 0.07143248617649078,
"m": 1.0
},
{
"p": 0.07146380096673965,
"m": 1.0
},
{
"p": 0.07145948708057404,
"m": 1.0
},
{
"p": 0.07145031541585922,
"m": 1.0
},
{
"p": 0.07147309184074402,
"m": 1.0
},
{
"p": 0.07144571095705032,
"m": 1.0
},
{
"p": 0.07147392630577087,
"m": 1.0
},
{
"p": 0.0713123008608818,
"m": 1.0
}
]
},
{
"epoch": 62,
"train_loss": 2.864177703857422,
"val_loss": 1.2088381052017212,
"acc": 58.96,
"time": 263.2922364589758,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714733749628067,
"m": 1.0
},
{
"p": 0.07139934599399567,
"m": 1.0
},
{
"p": 0.07142740488052368,
"m": 1.0
},
{
"p": 0.07146286219358444,
"m": 1.0
},
{
"p": 0.07141850888729095,
"m": 1.0
},
{
"p": 0.07136459648609161,
"m": 1.0
},
{
"p": 0.07145306468009949,
"m": 1.0
},
{
"p": 0.07146653532981873,
"m": 1.0
},
{
"p": 0.07141617685556412,
"m": 1.0
},
{
"p": 0.07143813371658325,
"m": 1.0
},
{
"p": 0.07142749428749084,
"m": 1.0
},
{
"p": 0.07144107669591904,
"m": 1.0
},
{
"p": 0.07143010944128036,
"m": 1.0
},
{
"p": 0.0713813453912735,
"m": 1.0
}
]
},
{
"epoch": 63,
"train_loss": 2.9868569374084473,
"val_loss": 1.226073145866394,
"acc": 57.18,
"time": 263.5243584490381,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07147423923015594,
"m": 1.0
},
{
"p": 0.07143959403038025,
"m": 1.0
},
{
"p": 0.0714433565735817,
"m": 1.0
},
{
"p": 0.07144071161746979,
"m": 1.0
},
{
"p": 0.07139699161052704,
"m": 1.0
},
{
"p": 0.07139993458986282,
"m": 1.0
},
{
"p": 0.07144644856452942,
"m": 1.0
},
{
"p": 0.07140576094388962,
"m": 1.0
},
{
"p": 0.0714666023850441,
"m": 1.0
},
{
"p": 0.07142748683691025,
"m": 1.0
},
{
"p": 0.07143525779247284,
"m": 1.0
},
{
"p": 0.07143518328666687,
"m": 1.0
},
{
"p": 0.07147201895713806,
"m": 1.0
},
{
"p": 0.0713164284825325,
"m": 1.0
}
]
},
{
"epoch": 64,
"train_loss": 2.9833855628967285,
"val_loss": 1.228344202041626,
"acc": 59.14,
"time": 263.24297495302744,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07146318256855011,
"m": 1.0
},
{
"p": 0.07135564088821411,
"m": 1.0
},
{
"p": 0.07147153466939926,
"m": 1.0
},
{
"p": 0.07145777344703674,
"m": 1.0
},
{
"p": 0.07143890112638474,
"m": 1.0
},
{
"p": 0.07135801017284393,
"m": 1.0
},
{
"p": 0.07146496325731277,
"m": 1.0
},
{
"p": 0.07137160003185272,
"m": 1.0
},
{
"p": 0.07140476256608963,
"m": 1.0
},
{
"p": 0.07144912332296371,
"m": 1.0
},
{
"p": 0.07141740620136261,
"m": 1.0
},
{
"p": 0.07146711647510529,
"m": 1.0
},
{
"p": 0.07151984423398972,
"m": 1.0
},
{
"p": 0.07136017084121704,
"m": 1.0
}
]
},
{
"epoch": 65,
"train_loss": 3.336588144302368,
"val_loss": 1.2033089399337769,
"acc": 58.83,
"time": 264.05742703704163,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07148528844118118,
"m": 1.0
},
{
"p": 0.07139930129051208,
"m": 1.0
},
{
"p": 0.07148469984531403,
"m": 1.0
},
{
"p": 0.07144638150930405,
"m": 1.0
},
{
"p": 0.07138828933238983,
"m": 1.0
},
{
"p": 0.07136531919240952,
"m": 1.0
},
{
"p": 0.07141466438770294,
"m": 1.0
},
{
"p": 0.07144206762313843,
"m": 1.0
},
{
"p": 0.07141833007335663,
"m": 1.0
},
{
"p": 0.07144903391599655,
"m": 1.0
},
{
"p": 0.07145112007856369,
"m": 1.0
},
{
"p": 0.0714835524559021,
"m": 1.0
},
{
"p": 0.07144458591938019,
"m": 1.0
},
{
"p": 0.0713273361325264,
"m": 1.0
}
]
},
{
"epoch": 66,
"train_loss": 3.0894198417663574,
"val_loss": 1.3200764656066895,
"acc": 58.37,
"time": 262.8651085080346,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07156100869178772,
"m": 1.0
},
{
"p": 0.07139332592487335,
"m": 1.0
},
{
"p": 0.07143927365541458,
"m": 1.0
},
{
"p": 0.07139980792999268,
"m": 1.0
},
{
"p": 0.07137823104858398,
"m": 1.0
},
{
"p": 0.07137705385684967,
"m": 1.0
},
{
"p": 0.07140201330184937,
"m": 1.0
},
{
"p": 0.07147809863090515,
"m": 1.0
},
{
"p": 0.07142416387796402,
"m": 1.0
},
{
"p": 0.07147468626499176,
"m": 1.0
},
{
"p": 0.07150904834270477,
"m": 1.0
},
{
"p": 0.07151375710964203,
"m": 1.0
},
{
"p": 0.07143735140562057,
"m": 1.0
},
{
"p": 0.07121217250823975,
"m": 1.0
}
]
},
{
"epoch": 67,
"train_loss": 3.211787223815918,
"val_loss": 1.1960703134536743,
"acc": 60.2,
"time": 263.61163555504754,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07145747542381287,
"m": 1.0
},
{
"p": 0.07142507284879684,
"m": 1.0
},
{
"p": 0.07148382067680359,
"m": 1.0
},
{
"p": 0.0714351236820221,
"m": 1.0
},
{
"p": 0.07142290472984314,
"m": 1.0
},
{
"p": 0.07142357528209686,
"m": 1.0
},
{
"p": 0.07146564871072769,
"m": 1.0
},
{
"p": 0.07137200981378555,
"m": 1.0
},
{
"p": 0.07137803733348846,
"m": 1.0
},
{
"p": 0.07144710421562195,
"m": 1.0
},
{
"p": 0.07138272374868393,
"m": 1.0
},
{
"p": 0.07149471342563629,
"m": 1.0
},
{
"p": 0.07145824283361435,
"m": 1.0
},
{
"p": 0.07135356217622757,
"m": 1.0
}
]
},
{
"epoch": 68,
"train_loss": 2.7408111095428467,
"val_loss": 1.1070376634597778,
"acc": 59.14,
"time": 263.35060998494737,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07146751880645752,
"m": 1.0
},
{
"p": 0.07138549536466599,
"m": 1.0
},
{
"p": 0.0714387521147728,
"m": 1.0
},
{
"p": 0.07140929251909256,
"m": 1.0
},
{
"p": 0.07139209657907486,
"m": 1.0
},
{
"p": 0.0713668018579483,
"m": 1.0
},
{
"p": 0.07143331319093704,
"m": 1.0
},
{
"p": 0.0714392364025116,
"m": 1.0
},
{
"p": 0.07144033163785934,
"m": 1.0
},
{
"p": 0.07148593664169312,
"m": 1.0
},
{
"p": 0.07145287096500397,
"m": 1.0
},
{
"p": 0.07146678119897842,
"m": 1.0
},
{
"p": 0.07147242873907089,
"m": 1.0
},
{
"p": 0.071349136531353,
"m": 1.0
}
]
},
{
"epoch": 69,
"train_loss": 3.0828561782836914,
"val_loss": 1.0721296072006226,
"acc": 61.33,
"time": 263.02938344096765,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714690163731575,
"m": 1.0
},
{
"p": 0.07144513726234436,
"m": 1.0
},
{
"p": 0.07147382199764252,
"m": 1.0
},
{
"p": 0.07146818935871124,
"m": 1.0
},
{
"p": 0.07134148478507996,
"m": 1.0
},
{
"p": 0.0714176669716835,
"m": 1.0
},
{
"p": 0.0714450404047966,
"m": 1.0
},
{
"p": 0.07140590250492096,
"m": 1.0
},
{
"p": 0.07142149657011032,
"m": 1.0
},
{
"p": 0.07144900411367416,
"m": 1.0
},
{
"p": 0.07145917415618896,
"m": 1.0
},
{
"p": 0.07143744826316833,
"m": 1.0
},
{
"p": 0.07145809382200241,
"m": 1.0
},
{
"p": 0.07130859047174454,
"m": 1.0
}
]
},
{
"epoch": 70,
"train_loss": 2.822486162185669,
"val_loss": 1.0760482549667358,
"acc": 61.98,
"time": 264.5883983520325,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07140105962753296,
"m": 1.0
},
{
"p": 0.07132404297590256,
"m": 1.0
},
{
"p": 0.0714997947216034,
"m": 1.0
},
{
"p": 0.07145443558692932,
"m": 1.0
},
{
"p": 0.07141423225402832,
"m": 1.0
},
{
"p": 0.07142141461372375,
"m": 1.0
},
{
"p": 0.07145553827285767,
"m": 1.0
},
{
"p": 0.07143273204565048,
"m": 1.0
},
{
"p": 0.07142813503742218,
"m": 1.0
},
{
"p": 0.07143393903970718,
"m": 1.0
},
{
"p": 0.07143188267946243,
"m": 1.0
},
{
"p": 0.07145973294973373,
"m": 1.0
},
{
"p": 0.07144981622695923,
"m": 1.0
},
{
"p": 0.07139323651790619,
"m": 1.0
}
]
},
{
"epoch": 71,
"train_loss": 2.672952890396118,
"val_loss": 1.133666753768921,
"acc": 61.02,
"time": 264.8257730579935,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07145209610462189,
"m": 1.0
},
{
"p": 0.07139825820922852,
"m": 1.0
},
{
"p": 0.07144739478826523,
"m": 1.0
},
{
"p": 0.07140952348709106,
"m": 1.0
},
{
"p": 0.07134199142456055,
"m": 1.0
},
{
"p": 0.07136569917201996,
"m": 1.0
},
{
"p": 0.07150936871767044,
"m": 1.0
},
{
"p": 0.07141426205635071,
"m": 1.0
},
{
"p": 0.0714472308754921,
"m": 1.0
},
{
"p": 0.07145751267671585,
"m": 1.0
},
{
"p": 0.07146648317575455,
"m": 1.0
},
{
"p": 0.07150226831436157,
"m": 1.0
},
{
"p": 0.07145831733942032,
"m": 1.0
},
{
"p": 0.07132964581251144,
"m": 1.0
}
]
},
{
"epoch": 72,
"train_loss": 3.0014944076538086,
"val_loss": 1.1940935850143433,
"acc": 61.27,
"time": 262.0881587479962,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07146146893501282,
"m": 1.0
},
{
"p": 0.07139860838651657,
"m": 1.0
},
{
"p": 0.07145947962999344,
"m": 1.0
},
{
"p": 0.07142041623592377,
"m": 1.0
},
{
"p": 0.07141076773405075,
"m": 1.0
},
{
"p": 0.07140202075242996,
"m": 1.0
},
{
"p": 0.07151416689157486,
"m": 1.0
},
{
"p": 0.07144542038440704,
"m": 1.0
},
{
"p": 0.07147640734910965,
"m": 1.0
},
{
"p": 0.07141903042793274,
"m": 1.0
},
{
"p": 0.0713956281542778,
"m": 1.0
},
{
"p": 0.07147809118032455,
"m": 1.0
},
{
"p": 0.07142119109630585,
"m": 1.0
},
{
"p": 0.0712972953915596,
"m": 1.0
}
]
},
{
"epoch": 73,
"train_loss": 2.725566864013672,
"val_loss": 1.144925594329834,
"acc": 59.13,
"time": 263.92764688504394,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07151346653699875,
"m": 1.0
},
{
"p": 0.07132390886545181,
"m": 1.0
},
{
"p": 0.0714559406042099,
"m": 1.0
},
{
"p": 0.07144340872764587,
"m": 1.0
},
{
"p": 0.07134788483381271,
"m": 1.0
},
{
"p": 0.07143625617027283,
"m": 1.0
},
{
"p": 0.0715378001332283,
"m": 1.0
},
{
"p": 0.07134009897708893,
"m": 1.0
},
{
"p": 0.0714217871427536,
"m": 1.0
},
{
"p": 0.07145149260759354,
"m": 1.0
},
{
"p": 0.07153157144784927,
"m": 1.0
},
{
"p": 0.07144590467214584,
"m": 1.0
},
{
"p": 0.07143665850162506,
"m": 1.0
},
{
"p": 0.07131379097700119,
"m": 1.0
}
]
},
{
"epoch": 74,
"train_loss": 2.9466729164123535,
"val_loss": 1.1483772993087769,
"acc": 62.45,
"time": 267.05422164092306,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07153745740652084,
"m": 1.0
},
{
"p": 0.07139186561107635,
"m": 1.0
},
{
"p": 0.07145216315984726,
"m": 1.0
},
{
"p": 0.07139614224433899,
"m": 1.0
},
{
"p": 0.07136361300945282,
"m": 1.0
},
{
"p": 0.07135234773159027,
"m": 1.0
},
{
"p": 0.07142691314220428,
"m": 1.0
},
{
"p": 0.07140415906906128,
"m": 1.0
},
{
"p": 0.07148034870624542,
"m": 1.0
},
{
"p": 0.07142341136932373,
"m": 1.0
},
{
"p": 0.07145842909812927,
"m": 1.0
},
{
"p": 0.07148091495037079,
"m": 1.0
},
{
"p": 0.07146638631820679,
"m": 1.0
},
{
"p": 0.0713658258318901,
"m": 1.0
}
]
},
{
"epoch": 75,
"train_loss": 2.802875518798828,
"val_loss": 1.058198094367981,
"acc": 61.42,
"time": 263.2797963829944,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07150867581367493,
"m": 1.0
},
{
"p": 0.0713350772857666,
"m": 1.0
},
{
"p": 0.07143300026655197,
"m": 1.0
},
{
"p": 0.07139523327350616,
"m": 1.0
},
{
"p": 0.07141569256782532,
"m": 1.0
},
{
"p": 0.07135909050703049,
"m": 1.0
},
{
"p": 0.07147461175918579,
"m": 1.0
},
{
"p": 0.07137777656316757,
"m": 1.0
},
{
"p": 0.07146438956260681,
"m": 1.0
},
{
"p": 0.07149377465248108,
"m": 1.0
},
{
"p": 0.07143156230449677,
"m": 1.0
},
{
"p": 0.07147283852100372,
"m": 1.0
},
{
"p": 0.07146606594324112,
"m": 1.0
},
{
"p": 0.07137219607830048,
"m": 1.0
}
]
},
{
"epoch": 76,
"train_loss": 2.8943440914154053,
"val_loss": 1.123716115951538,
"acc": 60.42,
"time": 265.83816768298857,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07146264612674713,
"m": 1.0
},
{
"p": 0.07133275270462036,
"m": 1.0
},
{
"p": 0.07150108367204666,
"m": 1.0
},
{
"p": 0.0714368149638176,
"m": 1.0
},
{
"p": 0.07133950293064117,
"m": 1.0
},
{
"p": 0.07138295471668243,
"m": 1.0
},
{
"p": 0.07141166180372238,
"m": 1.0
},
{
"p": 0.07142004370689392,
"m": 1.0
},
{
"p": 0.07152221351861954,
"m": 1.0
},
{
"p": 0.07143663614988327,
"m": 1.0
},
{
"p": 0.07143714278936386,
"m": 1.0
},
{
"p": 0.0713624507188797,
"m": 1.0
},
{
"p": 0.07156237214803696,
"m": 1.0
},
{
"p": 0.071391761302948,
"m": 1.0
}
]
},
{
"epoch": 77,
"train_loss": 2.9471359252929688,
"val_loss": 1.0953445434570312,
"acc": 64.19,
"time": 262.609875818016,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142890989780426,
"m": 1.0
},
{
"p": 0.07141417264938354,
"m": 1.0
},
{
"p": 0.07144516706466675,
"m": 1.0
},
{
"p": 0.07143381237983704,
"m": 1.0
},
{
"p": 0.0714075043797493,
"m": 1.0
},
{
"p": 0.07134225964546204,
"m": 1.0
},
{
"p": 0.07137902826070786,
"m": 1.0
},
{
"p": 0.07142443209886551,
"m": 1.0
},
{
"p": 0.07146105915307999,
"m": 1.0
},
{
"p": 0.0714731514453888,
"m": 1.0
},
{
"p": 0.0714588463306427,
"m": 1.0
},
{
"p": 0.07153023034334183,
"m": 1.0
},
{
"p": 0.0714273601770401,
"m": 1.0
},
{
"p": 0.07137403637170792,
"m": 1.0
}
]
},
{
"epoch": 78,
"train_loss": 3.123384952545166,
"val_loss": 1.088215708732605,
"acc": 63.96,
"time": 266.16613210202195,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07146961987018585,
"m": 1.0
},
{
"p": 0.07129509001970291,
"m": 1.0
},
{
"p": 0.07149708271026611,
"m": 1.0
},
{
"p": 0.07146212458610535,
"m": 1.0
},
{
"p": 0.07137373834848404,
"m": 1.0
},
{
"p": 0.07134167850017548,
"m": 1.0
},
{
"p": 0.07145196944475174,
"m": 1.0
},
{
"p": 0.07150263339281082,
"m": 1.0
},
{
"p": 0.07148414850234985,
"m": 1.0
},
{
"p": 0.0715327188372612,
"m": 1.0
},
{
"p": 0.07146226614713669,
"m": 1.0
},
{
"p": 0.0714641734957695,
"m": 1.0
},
{
"p": 0.0714985579252243,
"m": 1.0
},
{
"p": 0.07116422057151794,
"m": 1.0
}
]
},
{
"epoch": 79,
"train_loss": 2.904799222946167,
"val_loss": 1.1069332361221313,
"acc": 61.4,
"time": 264.3706076190574,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07150936126708984,
"m": 1.0
},
{
"p": 0.07137774676084518,
"m": 1.0
},
{
"p": 0.07145392894744873,
"m": 1.0
},
{
"p": 0.07139119505882263,
"m": 1.0
},
{
"p": 0.07129742950201035,
"m": 1.0
},
{
"p": 0.07130099087953568,
"m": 1.0
},
{
"p": 0.07150927186012268,
"m": 1.0
},
{
"p": 0.07143032550811768,
"m": 1.0
},
{
"p": 0.07145068049430847,
"m": 1.0
},
{
"p": 0.07145711034536362,
"m": 1.0
},
{
"p": 0.07152952253818512,
"m": 1.0
},
{
"p": 0.07150525599718094,
"m": 1.0
},
{
"p": 0.07148078829050064,
"m": 1.0
},
{
"p": 0.07130641490221024,
"m": 1.0
}
]
},
{
"epoch": 80,
"train_loss": 3.058854818344116,
"val_loss": 1.1044490337371826,
"acc": 62.87,
"time": 262.8365083470708,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07151491194963455,
"m": 1.0
},
{
"p": 0.07138768583536148,
"m": 1.0
},
{
"p": 0.07142527401447296,
"m": 1.0
},
{
"p": 0.07142023742198944,
"m": 1.0
},
{
"p": 0.07135182619094849,
"m": 1.0
},
{
"p": 0.07137201726436615,
"m": 1.0
},
{
"p": 0.07143174111843109,
"m": 1.0
},
{
"p": 0.0714561715722084,
"m": 1.0
},
{
"p": 0.07144782692193985,
"m": 1.0
},
{
"p": 0.07141523063182831,
"m": 1.0
},
{
"p": 0.07148513942956924,
"m": 1.0
},
{
"p": 0.07152915745973587,
"m": 1.0
},
{
"p": 0.07142943888902664,
"m": 1.0
},
{
"p": 0.07133330404758453,
"m": 1.0
}
]
},
{
"epoch": 81,
"train_loss": 2.753201484680176,
"val_loss": 1.1156903505325317,
"acc": 63.18,
"time": 263.87798129895236,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0715138241648674,
"m": 1.0
},
{
"p": 0.07132527977228165,
"m": 1.0
},
{
"p": 0.07153875380754471,
"m": 1.0
},
{
"p": 0.07140526175498962,
"m": 1.0
},
{
"p": 0.07134787738323212,
"m": 1.0
},
{
"p": 0.07135838270187378,
"m": 1.0
},
{
"p": 0.0714649185538292,
"m": 1.0
},
{
"p": 0.07137789577245712,
"m": 1.0
},
{
"p": 0.0714421197772026,
"m": 1.0
},
{
"p": 0.07149751484394073,
"m": 1.0
},
{
"p": 0.07150153815746307,
"m": 1.0
},
{
"p": 0.07140331715345383,
"m": 1.0
},
{
"p": 0.07148461788892746,
"m": 1.0
},
{
"p": 0.07133866101503372,
"m": 1.0
}
]
},
{
"epoch": 82,
"train_loss": 2.3409602642059326,
"val_loss": 1.021701693534851,
"acc": 62.97,
"time": 265.4529372639954,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07141027599573135,
"m": 1.0
},
{
"p": 0.0714191421866417,
"m": 1.0
},
{
"p": 0.07144604623317719,
"m": 1.0
},
{
"p": 0.0714530497789383,
"m": 1.0
},
{
"p": 0.07134979963302612,
"m": 1.0
},
{
"p": 0.07141376286745071,
"m": 1.0
},
{
"p": 0.07144986093044281,
"m": 1.0
},
{
"p": 0.07142812013626099,
"m": 1.0
},
{
"p": 0.07150322198867798,
"m": 1.0
},
{
"p": 0.07149163633584976,
"m": 1.0
},
{
"p": 0.07145848125219345,
"m": 1.0
},
{
"p": 0.07141662389039993,
"m": 1.0
},
{
"p": 0.07144662737846375,
"m": 1.0
},
{
"p": 0.07131332159042358,
"m": 1.0
}
]
},
{
"epoch": 83,
"train_loss": 2.660151720046997,
"val_loss": 1.1074345111846924,
"acc": 63.14,
"time": 263.8503445960814,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07147427648305893,
"m": 1.0
},
{
"p": 0.07136795669794083,
"m": 1.0
},
{
"p": 0.0714130774140358,
"m": 1.0
},
{
"p": 0.07146201282739639,
"m": 1.0
},
{
"p": 0.07134544849395752,
"m": 1.0
},
{
"p": 0.07124453783035278,
"m": 1.0
},
{
"p": 0.07145728170871735,
"m": 1.0
},
{
"p": 0.07148544490337372,
"m": 1.0
},
{
"p": 0.07139567285776138,
"m": 1.0
},
{
"p": 0.07144270837306976,
"m": 1.0
},
{
"p": 0.07139282673597336,
"m": 1.0
},
{
"p": 0.07154678553342819,
"m": 1.0
},
{
"p": 0.07155288755893707,
"m": 1.0
},
{
"p": 0.07141907513141632,
"m": 1.0
}
]
},
{
"epoch": 84,
"train_loss": 2.960597038269043,
"val_loss": 1.0857937335968018,
"acc": 64.04,
"time": 263.94086594798137,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07146619260311127,
"m": 1.0
},
{
"p": 0.07133852690458298,
"m": 1.0
},
{
"p": 0.07135695219039917,
"m": 1.0
},
{
"p": 0.07136818021535873,
"m": 1.0
},
{
"p": 0.0713617205619812,
"m": 1.0
},
{
"p": 0.07131465524435043,
"m": 1.0
},
{
"p": 0.07148268073797226,
"m": 1.0
},
{
"p": 0.07147105038166046,
"m": 1.0
},
{
"p": 0.07147471606731415,
"m": 1.0
},
{
"p": 0.07150527834892273,
"m": 1.0
},
{
"p": 0.07155589014291763,
"m": 1.0
},
{
"p": 0.07146923243999481,
"m": 1.0
},
{
"p": 0.07148721069097519,
"m": 1.0
},
{
"p": 0.0713476836681366,
"m": 1.0
}
]
},
{
"epoch": 85,
"train_loss": 2.533555030822754,
"val_loss": 1.0360097885131836,
"acc": 63.62,
"time": 263.37323350203224,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07141552865505219,
"m": 1.0
},
{
"p": 0.07129812240600586,
"m": 1.0
},
{
"p": 0.07144496589899063,
"m": 1.0
},
{
"p": 0.07142042368650436,
"m": 1.0
},
{
"p": 0.0713730975985527,
"m": 1.0
},
{
"p": 0.07138954102993011,
"m": 1.0
},
{
"p": 0.07149702310562134,
"m": 1.0
},
{
"p": 0.07149569690227509,
"m": 1.0
},
{
"p": 0.07140005379915237,
"m": 1.0
},
{
"p": 0.07145851850509644,
"m": 1.0
},
{
"p": 0.07141395658254623,
"m": 1.0
},
{
"p": 0.07151224464178085,
"m": 1.0
},
{
"p": 0.07148171961307526,
"m": 1.0
},
{
"p": 0.07139914482831955,
"m": 1.0
}
]
},
{
"epoch": 86,
"train_loss": 2.7473583221435547,
"val_loss": 1.0343902111053467,
"acc": 65.38,
"time": 264.6744191959733,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142622768878937,
"m": 1.0
},
{
"p": 0.07137534022331238,
"m": 1.0
},
{
"p": 0.07145018875598907,
"m": 1.0
},
{
"p": 0.07143513858318329,
"m": 1.0
},
{
"p": 0.07142561674118042,
"m": 1.0
},
{
"p": 0.07133393734693527,
"m": 1.0
},
{
"p": 0.07139977812767029,
"m": 1.0
},
{
"p": 0.07137443125247955,
"m": 1.0
},
{
"p": 0.07152433693408966,
"m": 1.0
},
{
"p": 0.07150965183973312,
"m": 1.0
},
{
"p": 0.07138574868440628,
"m": 1.0
},
{
"p": 0.07154540717601776,
"m": 1.0
},
{
"p": 0.07140521705150604,
"m": 1.0
},
{
"p": 0.07140898704528809,
"m": 1.0
}
]
},
{
"epoch": 87,
"train_loss": 3.083519220352173,
"val_loss": 1.0068708658218384,
"acc": 63.58,
"time": 264.0338418229949,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0713997408747673,
"m": 1.0
},
{
"p": 0.07134262472391129,
"m": 1.0
},
{
"p": 0.07158755511045456,
"m": 1.0
},
{
"p": 0.07146703451871872,
"m": 1.0
},
{
"p": 0.07138882577419281,
"m": 1.0
},
{
"p": 0.07147148251533508,
"m": 1.0
},
{
"p": 0.0713031068444252,
"m": 1.0
},
{
"p": 0.0714336708188057,
"m": 1.0
},
{
"p": 0.07150016725063324,
"m": 1.0
},
{
"p": 0.0714048221707344,
"m": 1.0
},
{
"p": 0.07142332196235657,
"m": 1.0
},
{
"p": 0.07156580686569214,
"m": 1.0
},
{
"p": 0.07151395827531815,
"m": 1.0
},
{
"p": 0.07119788974523544,
"m": 1.0
}
]
},
{
"epoch": 88,
"train_loss": 2.545565605163574,
"val_loss": 1.040408730506897,
"acc": 65.32,
"time": 263.3917890229495,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144974917173386,
"m": 1.0
},
{
"p": 0.07138574123382568,
"m": 1.0
},
{
"p": 0.07151328027248383,
"m": 1.0
},
{
"p": 0.07151440531015396,
"m": 1.0
},
{
"p": 0.0713554248213768,
"m": 1.0
},
{
"p": 0.07127631455659866,
"m": 1.0
},
{
"p": 0.07146164774894714,
"m": 1.0
},
{
"p": 0.07141850143671036,
"m": 1.0
},
{
"p": 0.07146229594945908,
"m": 1.0
},
{
"p": 0.0714101642370224,
"m": 1.0
},
{
"p": 0.07147099077701569,
"m": 1.0
},
{
"p": 0.0715118795633316,
"m": 1.0
},
{
"p": 0.07144951075315475,
"m": 1.0
},
{
"p": 0.0713200569152832,
"m": 1.0
}
]
},
{
"epoch": 89,
"train_loss": 2.6364126205444336,
"val_loss": 0.9914653301239014,
"acc": 66.28,
"time": 262.8103857890237,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07153038680553436,
"m": 1.0
},
{
"p": 0.07142553478479385,
"m": 1.0
},
{
"p": 0.07145658135414124,
"m": 1.0
},
{
"p": 0.07145848125219345,
"m": 1.0
},
{
"p": 0.071347676217556,
"m": 1.0
},
{
"p": 0.07128351926803589,
"m": 1.0
},
{
"p": 0.07145939767360687,
"m": 1.0
},
{
"p": 0.07149083912372589,
"m": 1.0
},
{
"p": 0.07139367610216141,
"m": 1.0
},
{
"p": 0.07145420461893082,
"m": 1.0
},
{
"p": 0.07148569077253342,
"m": 1.0
},
{
"p": 0.07154395431280136,
"m": 1.0
},
{
"p": 0.07138793170452118,
"m": 1.0
},
{
"p": 0.07128211855888367,
"m": 1.0
}
]
},
{
"epoch": 90,
"train_loss": 2.7923038005828857,
"val_loss": 1.0033953189849854,
"acc": 64.6,
"time": 265.7069320990704,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07149705290794373,
"m": 1.0
},
{
"p": 0.07127339392900467,
"m": 1.0
},
{
"p": 0.07141266018152237,
"m": 1.0
},
{
"p": 0.07148786634206772,
"m": 1.0
},
{
"p": 0.07129978388547897,
"m": 1.0
},
{
"p": 0.07145483046770096,
"m": 1.0
},
{
"p": 0.07143746316432953,
"m": 1.0
},
{
"p": 0.07140855491161346,
"m": 1.0
},
{
"p": 0.07143803685903549,
"m": 1.0
},
{
"p": 0.07155674695968628,
"m": 1.0
},
{
"p": 0.0714215636253357,
"m": 1.0
},
{
"p": 0.07145049422979355,
"m": 1.0
},
{
"p": 0.07148078829050064,
"m": 1.0
},
{
"p": 0.07138071209192276,
"m": 1.0
}
]
},
{
"epoch": 91,
"train_loss": 2.589103937149048,
"val_loss": 0.978125810623169,
"acc": 65.06,
"time": 263.3690814790316,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714680626988411,
"m": 1.0
},
{
"p": 0.0713023990392685,
"m": 1.0
},
{
"p": 0.07148446142673492,
"m": 1.0
},
{
"p": 0.0714401975274086,
"m": 1.0
},
{
"p": 0.07128928601741791,
"m": 1.0
},
{
"p": 0.07135877758264542,
"m": 1.0
},
{
"p": 0.07144702225923538,
"m": 1.0
},
{
"p": 0.07145392894744873,
"m": 1.0
},
{
"p": 0.07135314494371414,
"m": 1.0
},
{
"p": 0.07146872580051422,
"m": 1.0
},
{
"p": 0.07145616412162781,
"m": 1.0
},
{
"p": 0.07151931524276733,
"m": 1.0
},
{
"p": 0.0715203806757927,
"m": 1.0
},
{
"p": 0.07143809646368027,
"m": 1.0
}
]
},
{
"epoch": 92,
"train_loss": 2.659839153289795,
"val_loss": 1.0399506092071533,
"acc": 64.78,
"time": 264.67076963197906,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0715310275554657,
"m": 1.0
},
{
"p": 0.07133940607309341,
"m": 1.0
},
{
"p": 0.07147309929132462,
"m": 1.0
},
{
"p": 0.07131648808717728,
"m": 1.0
},
{
"p": 0.07135742902755737,
"m": 1.0
},
{
"p": 0.07127168774604797,
"m": 1.0
},
{
"p": 0.07155205309391022,
"m": 1.0
},
{
"p": 0.07148028910160065,
"m": 1.0
},
{
"p": 0.07146763056516647,
"m": 1.0
},
{
"p": 0.07151394337415695,
"m": 1.0
},
{
"p": 0.07140889018774033,
"m": 1.0
},
{
"p": 0.07148948311805725,
"m": 1.0
},
{
"p": 0.0715046152472496,
"m": 1.0
},
{
"p": 0.07129394263029099,
"m": 1.0
}
]
},
{
"epoch": 93,
"train_loss": 2.5635547637939453,
"val_loss": 1.0136072635650635,
"acc": 67.15,
"time": 263.8832001519622,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.071441650390625,
"m": 1.0
},
{
"p": 0.07137046754360199,
"m": 1.0
},
{
"p": 0.07142943888902664,
"m": 1.0
},
{
"p": 0.07138203829526901,
"m": 1.0
},
{
"p": 0.07143352180719376,
"m": 1.0
},
{
"p": 0.07136909663677216,
"m": 1.0
},
{
"p": 0.0714753046631813,
"m": 1.0
},
{
"p": 0.07146928459405899,
"m": 1.0
},
{
"p": 0.0714985579252243,
"m": 1.0
},
{
"p": 0.07152064889669418,
"m": 1.0
},
{
"p": 0.07142871618270874,
"m": 1.0
},
{
"p": 0.07140179723501205,
"m": 1.0
},
{
"p": 0.07146931439638138,
"m": 1.0
},
{
"p": 0.0713101252913475,
"m": 1.0
}
]
},
{
"epoch": 94,
"train_loss": 2.264355421066284,
"val_loss": 1.1486389636993408,
"acc": 65.32,
"time": 263.6641478979727,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07135265320539474,
"m": 1.0
},
{
"p": 0.07130611687898636,
"m": 1.0
},
{
"p": 0.07156649231910706,
"m": 1.0
},
{
"p": 0.07147302478551865,
"m": 1.0
},
{
"p": 0.07138041406869888,
"m": 1.0
},
{
"p": 0.07129166275262833,
"m": 1.0
},
{
"p": 0.07145635038614273,
"m": 1.0
},
{
"p": 0.07156974822282791,
"m": 1.0
},
{
"p": 0.07161005586385727,
"m": 1.0
},
{
"p": 0.07144873589277267,
"m": 1.0
},
{
"p": 0.07143011689186096,
"m": 1.0
},
{
"p": 0.07141062617301941,
"m": 1.0
},
{
"p": 0.07142522186040878,
"m": 1.0
},
{
"p": 0.07127882540225983,
"m": 1.0
}
]
},
{
"epoch": 95,
"train_loss": 2.417721748352051,
"val_loss": 1.049652099609375,
"acc": 66.0,
"time": 264.93362311203964,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714946985244751,
"m": 1.0
},
{
"p": 0.07149003446102142,
"m": 1.0
},
{
"p": 0.07149109244346619,
"m": 1.0
},
{
"p": 0.07137080281972885,
"m": 1.0
},
{
"p": 0.07138899713754654,
"m": 1.0
},
{
"p": 0.0714578777551651,
"m": 1.0
},
{
"p": 0.0714687630534172,
"m": 1.0
},
{
"p": 0.07134192436933517,
"m": 1.0
},
{
"p": 0.07139494270086288,
"m": 1.0
},
{
"p": 0.07144764065742493,
"m": 1.0
},
{
"p": 0.07146397233009338,
"m": 1.0
},
{
"p": 0.07148284465074539,
"m": 1.0
},
{
"p": 0.07148122787475586,
"m": 1.0
},
{
"p": 0.07122521102428436,
"m": 1.0
}
]
},
{
"epoch": 96,
"train_loss": 2.7851369380950928,
"val_loss": 0.9346065521240234,
"acc": 65.97,
"time": 264.44173782109283,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07145439088344574,
"m": 1.0
},
{
"p": 0.07119385898113251,
"m": 1.0
},
{
"p": 0.07134181261062622,
"m": 1.0
},
{
"p": 0.07143545895814896,
"m": 1.0
},
{
"p": 0.07121987640857697,
"m": 1.0
},
{
"p": 0.07141207903623581,
"m": 1.0
},
{
"p": 0.07155035436153412,
"m": 1.0
},
{
"p": 0.07131200283765793,
"m": 1.0
},
{
"p": 0.07152534276247025,
"m": 1.0
},
{
"p": 0.07145971059799194,
"m": 1.0
},
{
"p": 0.0714588314294815,
"m": 1.0
},
{
"p": 0.0716598778963089,
"m": 1.0
},
{
"p": 0.07166428118944168,
"m": 1.0
},
{
"p": 0.07131217420101166,
"m": 1.0
}
]
},
{
"epoch": 97,
"train_loss": 2.4853830337524414,
"val_loss": 1.070096492767334,
"acc": 65.97,
"time": 263.1705463810358,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07148909568786621,
"m": 1.0
},
{
"p": 0.07141244411468506,
"m": 1.0
},
{
"p": 0.07145726680755615,
"m": 1.0
},
{
"p": 0.0714578777551651,
"m": 1.0
},
{
"p": 0.07136663794517517,
"m": 1.0
},
{
"p": 0.07130081951618195,
"m": 1.0
},
{
"p": 0.07159039378166199,
"m": 1.0
},
{
"p": 0.07142491638660431,
"m": 1.0
},
{
"p": 0.0714874193072319,
"m": 1.0
},
{
"p": 0.07147365808486938,
"m": 1.0
},
{
"p": 0.07149403542280197,
"m": 1.0
},
{
"p": 0.07147584855556488,
"m": 1.0
},
{
"p": 0.07141564041376114,
"m": 1.0
},
{
"p": 0.07115393877029419,
"m": 1.0
}
]
},
{
"epoch": 98,
"train_loss": 2.4026715755462646,
"val_loss": 1.1856781244277954,
"acc": 63.53,
"time": 263.6906213570619,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07165735960006714,
"m": 1.0
},
{
"p": 0.07121124863624573,
"m": 1.0
},
{
"p": 0.07137857377529144,
"m": 1.0
},
{
"p": 0.07149068266153336,
"m": 1.0
},
{
"p": 0.07149539887905121,
"m": 1.0
},
{
"p": 0.07141751050949097,
"m": 1.0
},
{
"p": 0.07155874371528625,
"m": 1.0
},
{
"p": 0.07133209705352783,
"m": 1.0
},
{
"p": 0.07140372693538666,
"m": 1.0
},
{
"p": 0.07146324962377548,
"m": 1.0
},
{
"p": 0.07138262689113617,
"m": 1.0
},
{
"p": 0.07147510349750519,
"m": 1.0
},
{
"p": 0.07145461440086365,
"m": 1.0
},
{
"p": 0.07127903401851654,
"m": 1.0
}
]
},
{
"epoch": 99,
"train_loss": 2.8251843452453613,
"val_loss": 0.9556077122688293,
"acc": 66.2,
"time": 262.98541372001637,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07146819680929184,
"m": 1.0
},
{
"p": 0.07135634124279022,
"m": 1.0
},
{
"p": 0.07147379964590073,
"m": 1.0
},
{
"p": 0.07140842080116272,
"m": 1.0
},
{
"p": 0.07128722965717316,
"m": 1.0
},
{
"p": 0.07136218249797821,
"m": 1.0
},
{
"p": 0.07152562588453293,
"m": 1.0
},
{
"p": 0.07150938361883163,
"m": 1.0
},
{
"p": 0.07144295424222946,
"m": 1.0
},
{
"p": 0.07151142507791519,
"m": 1.0
},
{
"p": 0.07154299318790436,
"m": 1.0
},
{
"p": 0.07139245420694351,
"m": 1.0
},
{
"p": 0.07145039737224579,
"m": 1.0
},
{
"p": 0.07126857340335846,
"m": 1.0
}
]
},
{
"epoch": 100,
"train_loss": 2.45089054107666,
"val_loss": 0.884770929813385,
"acc": 64.35,
"time": 264.1829847769113,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07165244966745377,
"m": 1.0
},
{
"p": 0.07120731472969055,
"m": 1.0
},
{
"p": 0.07146380096673965,
"m": 1.0
},
{
"p": 0.07143036276102066,
"m": 1.0
},
{
"p": 0.07132036238908768,
"m": 1.0
},
{
"p": 0.07133365422487259,
"m": 1.0
},
{
"p": 0.07155406475067139,
"m": 1.0
},
{
"p": 0.0714041143655777,
"m": 1.0
},
{
"p": 0.07143101096153259,
"m": 1.0
},
{
"p": 0.07150591164827347,
"m": 1.0
},
{
"p": 0.07151498645544052,
"m": 1.0
},
{
"p": 0.07138954848051071,
"m": 1.0
},
{
"p": 0.07145415246486664,
"m": 1.0
},
{
"p": 0.0713382437825203,
"m": 1.0
}
]
},
{
"epoch": 101,
"train_loss": 2.7151684761047363,
"val_loss": 1.0908361673355103,
"acc": 65.76,
"time": 266.87504653807264,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07162020355463028,
"m": 1.0
},
{
"p": 0.07140176743268967,
"m": 1.0
},
{
"p": 0.07149171829223633,
"m": 1.0
},
{
"p": 0.07150011509656906,
"m": 1.0
},
{
"p": 0.07157060503959656,
"m": 1.0
},
{
"p": 0.07135379314422607,
"m": 1.0
},
{
"p": 0.07148244976997375,
"m": 1.0
},
{
"p": 0.07116717845201492,
"m": 1.0
},
{
"p": 0.071488156914711,
"m": 1.0
},
{
"p": 0.07142403721809387,
"m": 1.0
},
{
"p": 0.07136110216379166,
"m": 1.0
},
{
"p": 0.07140244543552399,
"m": 1.0
},
{
"p": 0.0714164674282074,
"m": 1.0
},
{
"p": 0.07131998986005783,
"m": 1.0
}
]
},
{
"epoch": 102,
"train_loss": 2.8208532333374023,
"val_loss": 1.0519928932189941,
"acc": 66.07,
"time": 264.381550412043,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07154100388288498,
"m": 1.0
},
{
"p": 0.07122546434402466,
"m": 1.0
},
{
"p": 0.07138054817914963,
"m": 1.0
},
{
"p": 0.07138321548700333,
"m": 1.0
},
{
"p": 0.07138809561729431,
"m": 1.0
},
{
"p": 0.07131477445363998,
"m": 1.0
},
{
"p": 0.07155544310808182,
"m": 1.0
},
{
"p": 0.07141933590173721,
"m": 1.0
},
{
"p": 0.07140801846981049,
"m": 1.0
},
{
"p": 0.0714549720287323,
"m": 1.0
},
{
"p": 0.07140065729618073,
"m": 1.0
},
{
"p": 0.071442149579525,
"m": 1.0
},
{
"p": 0.07145237922668457,
"m": 1.0
},
{
"p": 0.07163394242525101,
"m": 1.0
}
]
},
{
"epoch": 103,
"train_loss": 2.464120864868164,
"val_loss": 1.156012773513794,
"acc": 64.92,
"time": 263.33247217792086,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07140980660915375,
"m": 1.0
},
{
"p": 0.07157034426927567,
"m": 1.0
},
{
"p": 0.07163136452436447,
"m": 1.0
},
{
"p": 0.07142385095357895,
"m": 1.0
},
{
"p": 0.07136756926774979,
"m": 1.0
},
{
"p": 0.0712379589676857,
"m": 1.0
},
{
"p": 0.07130248099565506,
"m": 1.0
},
{
"p": 0.07130352407693863,
"m": 1.0
},
{
"p": 0.07154277712106705,
"m": 1.0
},
{
"p": 0.07135071605443954,
"m": 1.0
},
{
"p": 0.07144244760274887,
"m": 1.0
},
{
"p": 0.07154306769371033,
"m": 1.0
},
{
"p": 0.07149127125740051,
"m": 1.0
},
{
"p": 0.0713828057050705,
"m": 1.0
}
]
},
{
"epoch": 104,
"train_loss": 2.325014352798462,
"val_loss": 1.0130126476287842,
"acc": 67.11,
"time": 264.6531863610726,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07149104028940201,
"m": 1.0
},
{
"p": 0.07131002098321915,
"m": 1.0
},
{
"p": 0.07144822925329208,
"m": 1.0
},
{
"p": 0.07135570794343948,
"m": 1.0
},
{
"p": 0.07135362923145294,
"m": 1.0
},
{
"p": 0.07135667651891708,
"m": 1.0
},
{
"p": 0.07141449302434921,
"m": 1.0
},
{
"p": 0.07148592174053192,
"m": 1.0
},
{
"p": 0.07153802365064621,
"m": 1.0
},
{
"p": 0.07140839099884033,
"m": 1.0
},
{
"p": 0.07141194492578506,
"m": 1.0
},
{
"p": 0.07154247909784317,
"m": 1.0
},
{
"p": 0.0716317668557167,
"m": 1.0
},
{
"p": 0.07125167548656464,
"m": 1.0
}
]
},
{
"epoch": 105,
"train_loss": 2.4233436584472656,
"val_loss": 1.0662260055541992,
"acc": 66.96,
"time": 265.0349968499504,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07153061777353287,
"m": 1.0
},
{
"p": 0.07129744440317154,
"m": 1.0
},
{
"p": 0.0715785101056099,
"m": 1.0
},
{
"p": 0.0714036226272583,
"m": 1.0
},
{
"p": 0.07132259011268616,
"m": 1.0
},
{
"p": 0.07134537398815155,
"m": 1.0
},
{
"p": 0.07156215608119965,
"m": 1.0
},
{
"p": 0.0713142603635788,
"m": 1.0
},
{
"p": 0.07140558958053589,
"m": 1.0
},
{
"p": 0.07147561013698578,
"m": 1.0
},
{
"p": 0.07156401127576828,
"m": 1.0
},
{
"p": 0.07145979255437851,
"m": 1.0
},
{
"p": 0.07145950943231583,
"m": 1.0
},
{
"p": 0.07128091156482697,
"m": 1.0
}
]
},
{
"epoch": 106,
"train_loss": 2.7413980960845947,
"val_loss": 1.169639229774475,
"acc": 65.33,
"time": 265.4634419240756,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07137051224708557,
"m": 1.0
},
{
"p": 0.07134278118610382,
"m": 1.0
},
{
"p": 0.07172055542469025,
"m": 1.0
},
{
"p": 0.07146884500980377,
"m": 1.0
},
{
"p": 0.07133575528860092,
"m": 1.0
},
{
"p": 0.07174473255872726,
"m": 1.0
},
{
"p": 0.07157062739133835,
"m": 1.0
},
{
"p": 0.07138410955667496,
"m": 1.0
},
{
"p": 0.0711979791522026,
"m": 1.0
},
{
"p": 0.07146445661783218,
"m": 1.0
},
{
"p": 0.07147315889596939,
"m": 1.0
},
{
"p": 0.07109693437814713,
"m": 1.0
},
{
"p": 0.07162268459796906,
"m": 1.0
},
{
"p": 0.07120686769485474,
"m": 1.0
}
]
},
{
"epoch": 107,
"train_loss": 2.3859164714813232,
"val_loss": 0.9199689626693726,
"acc": 67.43,
"time": 263.21236561296973,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07158900052309036,
"m": 1.0
},
{
"p": 0.07142849266529083,
"m": 1.0
},
{
"p": 0.07148798555135727,
"m": 1.0
},
{
"p": 0.07141657173633575,
"m": 1.0
},
{
"p": 0.07132190465927124,
"m": 1.0
},
{
"p": 0.0713023766875267,
"m": 1.0
},
{
"p": 0.07142950594425201,
"m": 1.0
},
{
"p": 0.07136811316013336,
"m": 1.0
},
{
"p": 0.07144293934106827,
"m": 1.0
},
{
"p": 0.07157116383314133,
"m": 1.0
},
{
"p": 0.07140221446752548,
"m": 1.0
},
{
"p": 0.07132444530725479,
"m": 1.0
},
{
"p": 0.07157091051340103,
"m": 1.0
},
{
"p": 0.07134433835744858,
"m": 1.0
}
]
},
{
"epoch": 108,
"train_loss": 2.2311034202575684,
"val_loss": 0.9356212615966797,
"acc": 67.31,
"time": 264.3302634380525,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0713888555765152,
"m": 1.0
},
{
"p": 0.07117103040218353,
"m": 1.0
},
{
"p": 0.07138953357934952,
"m": 1.0
},
{
"p": 0.07140561938285828,
"m": 1.0
},
{
"p": 0.07131661474704742,
"m": 1.0
},
{
"p": 0.07133848965167999,
"m": 1.0
},
{
"p": 0.07157906889915466,
"m": 1.0
},
{
"p": 0.07157940417528152,
"m": 1.0
},
{
"p": 0.07143250852823257,
"m": 1.0
},
{
"p": 0.07153914868831635,
"m": 1.0
},
{
"p": 0.07148236781358719,
"m": 1.0
},
{
"p": 0.0713859498500824,
"m": 1.0
},
{
"p": 0.07162011414766312,
"m": 1.0
},
{
"p": 0.07137127965688705,
"m": 1.0
}
]
},
{
"epoch": 109,
"train_loss": 2.615797758102417,
"val_loss": 1.1280677318572998,
"acc": 65.33,
"time": 264.89844241703395,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07153919339179993,
"m": 1.0
},
{
"p": 0.07135650515556335,
"m": 1.0
},
{
"p": 0.07161344587802887,
"m": 1.0
},
{
"p": 0.07141086459159851,
"m": 1.0
},
{
"p": 0.07132530957460403,
"m": 1.0
},
{
"p": 0.0713229775428772,
"m": 1.0
},
{
"p": 0.07148505002260208,
"m": 1.0
},
{
"p": 0.07147133350372314,
"m": 1.0
},
{
"p": 0.07136741280555725,
"m": 1.0
},
{
"p": 0.07136216014623642,
"m": 1.0
},
{
"p": 0.07155243307352066,
"m": 1.0
},
{
"p": 0.07158327847719193,
"m": 1.0
},
{
"p": 0.07130609452724457,
"m": 1.0
},
{
"p": 0.07130391895771027,
"m": 1.0
}
]
},
{
"epoch": 110,
"train_loss": 2.37064528465271,
"val_loss": 1.0065330266952515,
"acc": 66.54,
"time": 266.4938743170351,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07131802290678024,
"m": 1.0
},
{
"p": 0.0712384581565857,
"m": 1.0
},
{
"p": 0.0714527815580368,
"m": 1.0
},
{
"p": 0.07143932580947876,
"m": 1.0
},
{
"p": 0.07136716693639755,
"m": 1.0
},
{
"p": 0.07127175480127335,
"m": 1.0
},
{
"p": 0.07169779390096664,
"m": 1.0
},
{
"p": 0.07157506793737411,
"m": 1.0
},
{
"p": 0.07161678373813629,
"m": 1.0
},
{
"p": 0.07138333469629288,
"m": 1.0
},
{
"p": 0.07146422564983368,
"m": 1.0
},
{
"p": 0.0713905468583107,
"m": 1.0
},
{
"p": 0.07145765423774719,
"m": 1.0
},
{
"p": 0.0713270902633667,
"m": 1.0
}
]
},
{
"epoch": 111,
"train_loss": 2.3874173164367676,
"val_loss": 0.993823230266571,
"acc": 67.02,
"time": 264.62003632297274,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144773751497269,
"m": 1.0
},
{
"p": 0.071365587413311,
"m": 1.0
},
{
"p": 0.07151085883378983,
"m": 1.0
},
{
"p": 0.07140496373176575,
"m": 1.0
},
{
"p": 0.0713556632399559,
"m": 1.0
},
{
"p": 0.07120586186647415,
"m": 1.0
},
{
"p": 0.07156876474618912,
"m": 1.0
},
{
"p": 0.07137727737426758,
"m": 1.0
},
{
"p": 0.07125135511159897,
"m": 1.0
},
{
"p": 0.07152476161718369,
"m": 1.0
},
{
"p": 0.07138948142528534,
"m": 1.0
},
{
"p": 0.0717351958155632,
"m": 1.0
},
{
"p": 0.07150202989578247,
"m": 1.0
},
{
"p": 0.07136043906211853,
"m": 1.0
}
]
},
{
"epoch": 112,
"train_loss": 2.5741536617279053,
"val_loss": 0.9226745367050171,
"acc": 68.0,
"time": 263.13583775400184,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143494486808777,
"m": 1.0
},
{
"p": 0.07147102057933807,
"m": 1.0
},
{
"p": 0.07151564955711365,
"m": 1.0
},
{
"p": 0.07141910493373871,
"m": 1.0
},
{
"p": 0.07144984602928162,
"m": 1.0
},
{
"p": 0.07116203755140305,
"m": 1.0
},
{
"p": 0.07134716212749481,
"m": 1.0
},
{
"p": 0.07141296565532684,
"m": 1.0
},
{
"p": 0.07154417783021927,
"m": 1.0
},
{
"p": 0.07158452272415161,
"m": 1.0
},
{
"p": 0.07153499126434326,
"m": 1.0
},
{
"p": 0.07143683731555939,
"m": 1.0
},
{
"p": 0.07152482867240906,
"m": 1.0
},
{
"p": 0.07116197049617767,
"m": 1.0
}
]
},
{
"epoch": 113,
"train_loss": 2.5834498405456543,
"val_loss": 0.9031825661659241,
"acc": 67.38,
"time": 266.08719234203454,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07147624343633652,
"m": 1.0
},
{
"p": 0.07145386189222336,
"m": 1.0
},
{
"p": 0.07150965183973312,
"m": 1.0
},
{
"p": 0.07138989120721817,
"m": 1.0
},
{
"p": 0.07117544859647751,
"m": 1.0
},
{
"p": 0.07137808203697205,
"m": 1.0
},
{
"p": 0.07144676893949509,
"m": 1.0
},
{
"p": 0.07150719314813614,
"m": 1.0
},
{
"p": 0.07158135622739792,
"m": 1.0
},
{
"p": 0.07145218551158905,
"m": 1.0
},
{
"p": 0.07159711420536041,
"m": 1.0
},
{
"p": 0.071463942527771,
"m": 1.0
},
{
"p": 0.07149963080883026,
"m": 1.0
},
{
"p": 0.07106861472129822,
"m": 1.0
}
]
},
{
"epoch": 114,
"train_loss": 2.440267562866211,
"val_loss": 1.056482195854187,
"acc": 66.57,
"time": 265.33184966107365,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07145120948553085,
"m": 1.0
},
{
"p": 0.07103294134140015,
"m": 1.0
},
{
"p": 0.07145123183727264,
"m": 1.0
},
{
"p": 0.07148691266775131,
"m": 1.0
},
{
"p": 0.07124870270490646,
"m": 1.0
},
{
"p": 0.07144516706466675,
"m": 1.0
},
{
"p": 0.07164084166288376,
"m": 1.0
},
{
"p": 0.07151434570550919,
"m": 1.0
},
{
"p": 0.07145290821790695,
"m": 1.0
},
{
"p": 0.07150155305862427,
"m": 1.0
},
{
"p": 0.07147441059350967,
"m": 1.0
},
{
"p": 0.07159262895584106,
"m": 1.0
},
{
"p": 0.07135137915611267,
"m": 1.0
},
{
"p": 0.07135582715272903,
"m": 1.0
}
]
},
{
"epoch": 115,
"train_loss": 2.2968032360076904,
"val_loss": 0.9984728097915649,
"acc": 66.68,
"time": 263.55350595805794,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07148408889770508,
"m": 1.0
},
{
"p": 0.07115836441516876,
"m": 1.0
},
{
"p": 0.07160002738237381,
"m": 1.0
},
{
"p": 0.07146360725164413,
"m": 1.0
},
{
"p": 0.07148105651140213,
"m": 1.0
},
{
"p": 0.07124565541744232,
"m": 1.0
},
{
"p": 0.07146256417036057,
"m": 1.0
},
{
"p": 0.07146815210580826,
"m": 1.0
},
{
"p": 0.07143987715244293,
"m": 1.0
},
{
"p": 0.07134997099637985,
"m": 1.0
},
{
"p": 0.07154570519924164,
"m": 1.0
},
{
"p": 0.07152573764324188,
"m": 1.0
},
{
"p": 0.07150661200284958,
"m": 1.0
},
{
"p": 0.07126852124929428,
"m": 1.0
}
]
},
{
"epoch": 116,
"train_loss": 2.545870780944824,
"val_loss": 0.9103935956954956,
"acc": 67.41,
"time": 265.9668191449018,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07148447632789612,
"m": 1.0
},
{
"p": 0.07109685242176056,
"m": 1.0
},
{
"p": 0.07143090665340424,
"m": 1.0
},
{
"p": 0.07152105122804642,
"m": 1.0
},
{
"p": 0.07111190259456635,
"m": 1.0
},
{
"p": 0.07142943888902664,
"m": 1.0
},
{
"p": 0.0715307965874672,
"m": 1.0
},
{
"p": 0.07137265056371689,
"m": 1.0
},
{
"p": 0.07157804816961288,
"m": 1.0
},
{
"p": 0.07148154079914093,
"m": 1.0
},
{
"p": 0.07148176431655884,
"m": 1.0
},
{
"p": 0.07154634594917297,
"m": 1.0
},
{
"p": 0.07159941643476486,
"m": 1.0
},
{
"p": 0.0713348314166069,
"m": 1.0
}
]
},
{
"epoch": 117,
"train_loss": 2.615933895111084,
"val_loss": 0.9195900559425354,
"acc": 68.08,
"time": 266.1510564959608,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07131870836019516,
"m": 1.0
},
{
"p": 0.07119959592819214,
"m": 1.0
},
{
"p": 0.07151848077774048,
"m": 1.0
},
{
"p": 0.07152681052684784,
"m": 1.0
},
{
"p": 0.07145890593528748,
"m": 1.0
},
{
"p": 0.07117326557636261,
"m": 1.0
},
{
"p": 0.07146744430065155,
"m": 1.0
},
{
"p": 0.07146547734737396,
"m": 1.0
},
{
"p": 0.07135789096355438,
"m": 1.0
},
{
"p": 0.07163997739553452,
"m": 1.0
},
{
"p": 0.07150309532880783,
"m": 1.0
},
{
"p": 0.07147887349128723,
"m": 1.0
},
{
"p": 0.07164046168327332,
"m": 1.0
},
{
"p": 0.07125101238489151,
"m": 1.0
}
]
},
{
"epoch": 118,
"train_loss": 2.3246467113494873,
"val_loss": 0.889465868473053,
"acc": 68.36,
"time": 263.6856393479975,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07149487733840942,
"m": 1.0
},
{
"p": 0.07146628946065903,
"m": 1.0
},
{
"p": 0.0714372768998146,
"m": 1.0
},
{
"p": 0.07133102416992188,
"m": 1.0
},
{
"p": 0.07124682515859604,
"m": 1.0
},
{
"p": 0.07101910561323166,
"m": 1.0
},
{
"p": 0.07155203819274902,
"m": 1.0
},
{
"p": 0.0714799016714096,
"m": 1.0
},
{
"p": 0.07148297876119614,
"m": 1.0
},
{
"p": 0.07163576036691666,
"m": 1.0
},
{
"p": 0.07161618024110794,
"m": 1.0
},
{
"p": 0.07148575037717819,
"m": 1.0
},
{
"p": 0.07142205536365509,
"m": 1.0
},
{
"p": 0.07132995128631592,
"m": 1.0
}
]
},
{
"epoch": 119,
"train_loss": 2.610502243041992,
"val_loss": 0.9775100946426392,
"acc": 67.11,
"time": 266.7608051219722,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07150865346193314,
"m": 1.0
},
{
"p": 0.0713035836815834,
"m": 1.0
},
{
"p": 0.07153405994176865,
"m": 1.0
},
{
"p": 0.07136677950620651,
"m": 1.0
},
{
"p": 0.07121540606021881,
"m": 1.0
},
{
"p": 0.07125147432088852,
"m": 1.0
},
{
"p": 0.07139363139867783,
"m": 1.0
},
{
"p": 0.07157739251852036,
"m": 1.0
},
{
"p": 0.07156231999397278,
"m": 1.0
},
{
"p": 0.07134752720594406,
"m": 1.0
},
{
"p": 0.07133688032627106,
"m": 1.0
},
{
"p": 0.07169551402330399,
"m": 1.0
},
{
"p": 0.0716179758310318,
"m": 1.0
},
{
"p": 0.07128876447677612,
"m": 1.0
}
]
},
{
"epoch": 120,
"train_loss": 2.4241251945495605,
"val_loss": 1.1583741903305054,
"acc": 65.8,
"time": 265.9985580589855,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07161656022071838,
"m": 1.0
},
{
"p": 0.07137154042720795,
"m": 1.0
},
{
"p": 0.07164439558982849,
"m": 1.0
},
{
"p": 0.0711822360754013,
"m": 1.0
},
{
"p": 0.07131707668304443,
"m": 1.0
},
{
"p": 0.07125385850667953,
"m": 1.0
},
{
"p": 0.07113894820213318,
"m": 1.0
},
{
"p": 0.07136911898851395,
"m": 1.0
},
{
"p": 0.07146425545215607,
"m": 1.0
},
{
"p": 0.07151884585618973,
"m": 1.0
},
{
"p": 0.07147393375635147,
"m": 1.0
},
{
"p": 0.07157762348651886,
"m": 1.0
},
{
"p": 0.07148897647857666,
"m": 1.0
},
{
"p": 0.07158268243074417,
"m": 1.0
}
]
},
{
"epoch": 121,
"train_loss": 2.2826952934265137,
"val_loss": 0.9477027654647827,
"acc": 67.48,
"time": 263.6681329300627,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07151380181312561,
"m": 1.0
},
{
"p": 0.07142248749732971,
"m": 1.0
},
{
"p": 0.07138977944850922,
"m": 1.0
},
{
"p": 0.07152045518159866,
"m": 1.0
},
{
"p": 0.071321040391922,
"m": 1.0
},
{
"p": 0.07124511152505875,
"m": 1.0
},
{
"p": 0.07161147147417068,
"m": 1.0
},
{
"p": 0.07150769233703613,
"m": 1.0
},
{
"p": 0.07158570736646652,
"m": 1.0
},
{
"p": 0.07143738120794296,
"m": 1.0
},
{
"p": 0.07142975181341171,
"m": 1.0
},
{
"p": 0.07136945426464081,
"m": 1.0
},
{
"p": 0.07155709713697433,
"m": 1.0
},
{
"p": 0.07108881324529648,
"m": 1.0
}
]
},
{
"epoch": 122,
"train_loss": 2.200134754180908,
"val_loss": 1.018715262413025,
"acc": 67.91,
"time": 263.97328003903385,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07159233838319778,
"m": 1.0
},
{
"p": 0.07135307043790817,
"m": 1.0
},
{
"p": 0.0714651495218277,
"m": 1.0
},
{
"p": 0.07147566974163055,
"m": 1.0
},
{
"p": 0.07131414115428925,
"m": 1.0
},
{
"p": 0.07120195776224136,
"m": 1.0
},
{
"p": 0.07147594541311264,
"m": 1.0
},
{
"p": 0.07130009680986404,
"m": 1.0
},
{
"p": 0.07159341871738434,
"m": 1.0
},
{
"p": 0.07146364450454712,
"m": 1.0
},
{
"p": 0.0714566633105278,
"m": 1.0
},
{
"p": 0.07140281796455383,
"m": 1.0
},
{
"p": 0.07157110422849655,
"m": 1.0
},
{
"p": 0.07133394479751587,
"m": 1.0
}
]
},
{
"epoch": 123,
"train_loss": 2.253316879272461,
"val_loss": 1.019392490386963,
"acc": 67.74,
"time": 263.61683920095675,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07147835195064545,
"m": 1.0
},
{
"p": 0.07129914313554764,
"m": 1.0
},
{
"p": 0.07152025401592255,
"m": 1.0
},
{
"p": 0.07144596427679062,
"m": 1.0
},
{
"p": 0.07142461836338043,
"m": 1.0
},
{
"p": 0.07119287550449371,
"m": 1.0
},
{
"p": 0.07179471105337143,
"m": 1.0
},
{
"p": 0.0711931362748146,
"m": 1.0
},
{
"p": 0.07146817445755005,
"m": 1.0
},
{
"p": 0.07155203074216843,
"m": 1.0
},
{
"p": 0.07171842455863953,
"m": 1.0
},
{
"p": 0.0715537965297699,
"m": 1.0
},
{
"p": 0.07122236490249634,
"m": 1.0
},
{
"p": 0.07113616913557053,
"m": 1.0
}
]
},
{
"epoch": 124,
"train_loss": 2.335139751434326,
"val_loss": 0.8928806781768799,
"acc": 67.86,
"time": 264.41375183302443,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07155361771583557,
"m": 1.0
},
{
"p": 0.07132020592689514,
"m": 1.0
},
{
"p": 0.0713401660323143,
"m": 1.0
},
{
"p": 0.0713609829545021,
"m": 1.0
},
{
"p": 0.07118607312440872,
"m": 1.0
},
{
"p": 0.0712592676281929,
"m": 1.0
},
{
"p": 0.07165864109992981,
"m": 1.0
},
{
"p": 0.07117654383182526,
"m": 1.0
},
{
"p": 0.07161480188369751,
"m": 1.0
},
{
"p": 0.07141558825969696,
"m": 1.0
},
{
"p": 0.07158622145652771,
"m": 1.0
},
{
"p": 0.07159974426031113,
"m": 1.0
},
{
"p": 0.07162938266992569,
"m": 1.0
},
{
"p": 0.07129878550767899,
"m": 1.0
}
]
},
{
"epoch": 125,
"train_loss": 2.390028476715088,
"val_loss": 1.0060395002365112,
"acc": 66.85,
"time": 263.2339327650843,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07148151844739914,
"m": 1.0
},
{
"p": 0.07110629230737686,
"m": 1.0
},
{
"p": 0.07155942916870117,
"m": 1.0
},
{
"p": 0.0713275671005249,
"m": 1.0
},
{
"p": 0.07139571756124496,
"m": 1.0
},
{
"p": 0.07105157524347305,
"m": 1.0
},
{
"p": 0.0717635229229927,
"m": 1.0
},
{
"p": 0.07147359848022461,
"m": 1.0
},
{
"p": 0.07150326669216156,
"m": 1.0
},
{
"p": 0.07169035822153091,
"m": 1.0
},
{
"p": 0.07153690606355667,
"m": 1.0
},
{
"p": 0.07153310626745224,
"m": 1.0
},
{
"p": 0.07145863026380539,
"m": 1.0
},
{
"p": 0.07111857086420059,
"m": 1.0
}
]
},
{
"epoch": 126,
"train_loss": 2.1566250324249268,
"val_loss": 0.9309417605400085,
"acc": 68.33,
"time": 263.02855933306273,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07147114723920822,
"m": 1.0
},
{
"p": 0.07120736688375473,
"m": 1.0
},
{
"p": 0.07159195095300674,
"m": 1.0
},
{
"p": 0.0713438093662262,
"m": 1.0
},
{
"p": 0.07133040577173233,
"m": 1.0
},
{
"p": 0.07114993780851364,
"m": 1.0
},
{
"p": 0.0714762806892395,
"m": 1.0
},
{
"p": 0.07141537964344025,
"m": 1.0
},
{
"p": 0.07165247946977615,
"m": 1.0
},
{
"p": 0.0715007409453392,
"m": 1.0
},
{
"p": 0.0716075599193573,
"m": 1.0
},
{
"p": 0.07148337364196777,
"m": 1.0
},
{
"p": 0.07161075621843338,
"m": 1.0
},
{
"p": 0.07115882635116577,
"m": 1.0
}
]
},
{
"epoch": 127,
"train_loss": 2.552520751953125,
"val_loss": 1.0650765895843506,
"acc": 68.01,
"time": 264.0637481259182,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0715276375412941,
"m": 1.0
},
{
"p": 0.07144145667552948,
"m": 1.0
},
{
"p": 0.07153485715389252,
"m": 1.0
},
{
"p": 0.07132235169410706,
"m": 1.0
},
{
"p": 0.07106184959411621,
"m": 1.0
},
{
"p": 0.07131532579660416,
"m": 1.0
},
{
"p": 0.07158679515123367,
"m": 1.0
},
{
"p": 0.07144822925329208,
"m": 1.0
},
{
"p": 0.07167282700538635,
"m": 1.0
},
{
"p": 0.0714595764875412,
"m": 1.0
},
{
"p": 0.07139062136411667,
"m": 1.0
},
{
"p": 0.07147682458162308,
"m": 1.0
},
{
"p": 0.0715765729546547,
"m": 1.0
},
{
"p": 0.07118503749370575,
"m": 1.0
}
]
},
{
"epoch": 128,
"train_loss": 2.4100210666656494,
"val_loss": 0.9157174825668335,
"acc": 69.55,
"time": 263.4140380049357,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07163235545158386,
"m": 1.0
},
{
"p": 0.07146922498941422,
"m": 1.0
},
{
"p": 0.07157888263463974,
"m": 1.0
},
{
"p": 0.07142361998558044,
"m": 1.0
},
{
"p": 0.07133285701274872,
"m": 1.0
},
{
"p": 0.0712534487247467,
"m": 1.0
},
{
"p": 0.0714828297495842,
"m": 1.0
},
{
"p": 0.0715290829539299,
"m": 1.0
},
{
"p": 0.071297287940979,
"m": 1.0
},
{
"p": 0.07140124589204788,
"m": 1.0
},
{
"p": 0.07145025581121445,
"m": 1.0
},
{
"p": 0.07158562541007996,
"m": 1.0
},
{
"p": 0.07149900496006012,
"m": 1.0
},
{
"p": 0.07106422632932663,
"m": 1.0
}
]
},
{
"epoch": 129,
"train_loss": 2.1897761821746826,
"val_loss": 0.864963173866272,
"acc": 68.54,
"time": 265.61426001694053,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07160793989896774,
"m": 1.0
},
{
"p": 0.07133327424526215,
"m": 1.0
},
{
"p": 0.07130775600671768,
"m": 1.0
},
{
"p": 0.07133816927671432,
"m": 1.0
},
{
"p": 0.07132216542959213,
"m": 1.0
},
{
"p": 0.07131834328174591,
"m": 1.0
},
{
"p": 0.07142314314842224,
"m": 1.0
},
{
"p": 0.07153787463903427,
"m": 1.0
},
{
"p": 0.07144147902727127,
"m": 1.0
},
{
"p": 0.07150588929653168,
"m": 1.0
},
{
"p": 0.07127437740564346,
"m": 1.0
},
{
"p": 0.07173152267932892,
"m": 1.0
},
{
"p": 0.07166798412799835,
"m": 1.0
},
{
"p": 0.07119008898735046,
"m": 1.0
}
]
},
{
"epoch": 130,
"train_loss": 2.4766621589660645,
"val_loss": 0.9629938006401062,
"acc": 68.05,
"time": 263.36115745897405,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07140377908945084,
"m": 1.0
},
{
"p": 0.07149151712656021,
"m": 1.0
},
{
"p": 0.07142623513936996,
"m": 1.0
},
{
"p": 0.07133615761995316,
"m": 1.0
},
{
"p": 0.0713116005063057,
"m": 1.0
},
{
"p": 0.07129931449890137,
"m": 1.0
},
{
"p": 0.0714847669005394,
"m": 1.0
},
{
"p": 0.0714443027973175,
"m": 1.0
},
{
"p": 0.07143273949623108,
"m": 1.0
},
{
"p": 0.07133635878562927,
"m": 1.0
},
{
"p": 0.07147843390703201,
"m": 1.0
},
{
"p": 0.07165084779262543,
"m": 1.0
},
{
"p": 0.07151863723993301,
"m": 1.0
},
{
"p": 0.07138536870479584,
"m": 1.0
}
]
},
{
"epoch": 131,
"train_loss": 2.190631151199341,
"val_loss": 0.8347381949424744,
"acc": 69.3,
"time": 263.80536799202673,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07162822782993317,
"m": 1.0
},
{
"p": 0.07119131088256836,
"m": 1.0
},
{
"p": 0.07160799950361252,
"m": 1.0
},
{
"p": 0.07163625955581665,
"m": 1.0
},
{
"p": 0.07122925668954849,
"m": 1.0
},
{
"p": 0.07123059034347534,
"m": 1.0
},
{
"p": 0.0714445635676384,
"m": 1.0
},
{
"p": 0.07147152721881866,
"m": 1.0
},
{
"p": 0.07133825868368149,
"m": 1.0
},
{
"p": 0.07148902863264084,
"m": 1.0
},
{
"p": 0.07153811305761337,
"m": 1.0
},
{
"p": 0.07126756012439728,
"m": 1.0
},
{
"p": 0.07159502804279327,
"m": 1.0
},
{
"p": 0.07133233547210693,
"m": 1.0
}
]
},
{
"epoch": 132,
"train_loss": 2.1950936317443848,
"val_loss": 1.0660854578018188,
"acc": 68.36,
"time": 266.01766755396966,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07148231565952301,
"m": 1.0
},
{
"p": 0.07131145894527435,
"m": 1.0
},
{
"p": 0.07136940211057663,
"m": 1.0
},
{
"p": 0.07124277204275131,
"m": 1.0
},
{
"p": 0.0712292268872261,
"m": 1.0
},
{
"p": 0.07135280966758728,
"m": 1.0
},
{
"p": 0.07140396535396576,
"m": 1.0
},
{
"p": 0.07144909352064133,
"m": 1.0
},
{
"p": 0.07149220257997513,
"m": 1.0
},
{
"p": 0.07166437804698944,
"m": 1.0
},
{
"p": 0.0712820440530777,
"m": 1.0
},
{
"p": 0.0718524381518364,
"m": 1.0
},
{
"p": 0.07162360846996307,
"m": 1.0
},
{
"p": 0.07124432176351547,
"m": 1.0
}
]
},
{
"epoch": 133,
"train_loss": 2.0705785751342773,
"val_loss": 0.831661581993103,
"acc": 69.24,
"time": 264.54061480006203,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07146115601062775,
"m": 1.0
},
{
"p": 0.07126061618328094,
"m": 1.0
},
{
"p": 0.07140913605690002,
"m": 1.0
},
{
"p": 0.07153518497943878,
"m": 1.0
},
{
"p": 0.07124323397874832,
"m": 1.0
},
{
"p": 0.07130258530378342,
"m": 1.0
},
{
"p": 0.07158549129962921,
"m": 1.0
},
{
"p": 0.07136102765798569,
"m": 1.0
},
{
"p": 0.07140423357486725,
"m": 1.0
},
{
"p": 0.07144436985254288,
"m": 1.0
},
{
"p": 0.07162683457136154,
"m": 1.0
},
{
"p": 0.07162441313266754,
"m": 1.0
},
{
"p": 0.07160023599863052,
"m": 1.0
},
{
"p": 0.07114148885011673,
"m": 1.0
}
]
},
{
"epoch": 134,
"train_loss": 2.468343734741211,
"val_loss": 0.8081470131874084,
"acc": 68.83,
"time": 265.08249887102284,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07156474888324738,
"m": 1.0
},
{
"p": 0.07143490016460419,
"m": 1.0
},
{
"p": 0.07157597690820694,
"m": 1.0
},
{
"p": 0.07135939598083496,
"m": 1.0
},
{
"p": 0.0711984783411026,
"m": 1.0
},
{
"p": 0.07099264115095139,
"m": 1.0
},
{
"p": 0.07155443727970123,
"m": 1.0
},
{
"p": 0.07138983905315399,
"m": 1.0
},
{
"p": 0.07160112261772156,
"m": 1.0
},
{
"p": 0.07159938663244247,
"m": 1.0
},
{
"p": 0.07140102982521057,
"m": 1.0
},
{
"p": 0.0714588314294815,
"m": 1.0
},
{
"p": 0.07148853689432144,
"m": 1.0
},
{
"p": 0.0713806077837944,
"m": 1.0
}
]
},
{
"epoch": 135,
"train_loss": 2.0859813690185547,
"val_loss": 0.9710061550140381,
"acc": 67.53,
"time": 264.36389107001014,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07145101577043533,
"m": 1.0
},
{
"p": 0.07138295471668243,
"m": 1.0
},
{
"p": 0.07151766866445541,
"m": 1.0
},
{
"p": 0.07132799178361893,
"m": 1.0
},
{
"p": 0.07137316465377808,
"m": 1.0
},
{
"p": 0.07142199575901031,
"m": 1.0
},
{
"p": 0.07149875164031982,
"m": 1.0
},
{
"p": 0.07146453857421875,
"m": 1.0
},
{
"p": 0.07143883407115936,
"m": 1.0
},
{
"p": 0.0715506374835968,
"m": 1.0
},
{
"p": 0.07130426168441772,
"m": 1.0
},
{
"p": 0.07160180807113647,
"m": 1.0
},
{
"p": 0.07167046517133713,
"m": 1.0
},
{
"p": 0.07099597156047821,
"m": 1.0
}
]
},
{
"epoch": 136,
"train_loss": 2.3129324913024902,
"val_loss": 0.8815138936042786,
"acc": 69.45,
"time": 263.995625725016,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144492864608765,
"m": 1.0
},
{
"p": 0.07121139019727707,
"m": 1.0
},
{
"p": 0.07146330922842026,
"m": 1.0
},
{
"p": 0.07145603001117706,
"m": 1.0
},
{
"p": 0.07135531306266785,
"m": 1.0
},
{
"p": 0.07134432345628738,
"m": 1.0
},
{
"p": 0.07147330790758133,
"m": 1.0
},
{
"p": 0.0714283138513565,
"m": 1.0
},
{
"p": 0.07154647260904312,
"m": 1.0
},
{
"p": 0.07139618694782257,
"m": 1.0
},
{
"p": 0.07171552628278732,
"m": 1.0
},
{
"p": 0.07159245014190674,
"m": 1.0
},
{
"p": 0.07147110253572464,
"m": 1.0
},
{
"p": 0.0711013600230217,
"m": 1.0
}
]
},
{
"epoch": 137,
"train_loss": 2.524151563644409,
"val_loss": 0.9621337652206421,
"acc": 68.67,
"time": 263.97329170501325,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07131484150886536,
"m": 1.0
},
{
"p": 0.07117035984992981,
"m": 1.0
},
{
"p": 0.07150667905807495,
"m": 1.0
},
{
"p": 0.0714929923415184,
"m": 1.0
},
{
"p": 0.07130562514066696,
"m": 1.0
},
{
"p": 0.07113328576087952,
"m": 1.0
},
{
"p": 0.0713697075843811,
"m": 1.0
},
{
"p": 0.07142423093318939,
"m": 1.0
},
{
"p": 0.07148668169975281,
"m": 1.0
},
{
"p": 0.07160691171884537,
"m": 1.0
},
{
"p": 0.07155812531709671,
"m": 1.0
},
{
"p": 0.07150766998529434,
"m": 1.0
},
{
"p": 0.07172425091266632,
"m": 1.0
},
{
"p": 0.07139865309000015,
"m": 1.0
}
]
},
{
"epoch": 138,
"train_loss": 2.2244935035705566,
"val_loss": 0.993133544921875,
"acc": 66.91,
"time": 264.2802967419848,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07158257812261581,
"m": 1.0
},
{
"p": 0.0712764784693718,
"m": 1.0
},
{
"p": 0.07131856679916382,
"m": 1.0
},
{
"p": 0.07152029126882553,
"m": 1.0
},
{
"p": 0.0713856890797615,
"m": 1.0
},
{
"p": 0.07117406278848648,
"m": 1.0
},
{
"p": 0.07157069444656372,
"m": 1.0
},
{
"p": 0.07143823802471161,
"m": 1.0
},
{
"p": 0.07139165699481964,
"m": 1.0
},
{
"p": 0.07146766781806946,
"m": 1.0
},
{
"p": 0.07173202186822891,
"m": 1.0
},
{
"p": 0.07151135057210922,
"m": 1.0
},
{
"p": 0.07134924829006195,
"m": 1.0
},
{
"p": 0.07128147035837173,
"m": 1.0
}
]
},
{
"epoch": 139,
"train_loss": 2.378556489944458,
"val_loss": 0.9888741970062256,
"acc": 69.71,
"time": 265.3013462499948,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07165208458900452,
"m": 1.0
},
{
"p": 0.07146017253398895,
"m": 1.0
},
{
"p": 0.07138343155384064,
"m": 1.0
},
{
"p": 0.07131097465753555,
"m": 1.0
},
{
"p": 0.0711260512471199,
"m": 1.0
},
{
"p": 0.0712965652346611,
"m": 1.0
},
{
"p": 0.07147394865751266,
"m": 1.0
},
{
"p": 0.07165364921092987,
"m": 1.0
},
{
"p": 0.07152044773101807,
"m": 1.0
},
{
"p": 0.07130076736211777,
"m": 1.0
},
{
"p": 0.07162506878376007,
"m": 1.0
},
{
"p": 0.0717107430100441,
"m": 1.0
},
{
"p": 0.07141510397195816,
"m": 1.0
},
{
"p": 0.07107098400592804,
"m": 1.0
}
]
},
{
"epoch": 140,
"train_loss": 2.423919200897217,
"val_loss": 0.8528271317481995,
"acc": 68.9,
"time": 264.76192955090664,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07164585590362549,
"m": 1.0
},
{
"p": 0.0712135061621666,
"m": 1.0
},
{
"p": 0.07145704329013824,
"m": 1.0
},
{
"p": 0.07139690965414047,
"m": 1.0
},
{
"p": 0.07129873335361481,
"m": 1.0
},
{
"p": 0.0713844895362854,
"m": 1.0
},
{
"p": 0.07141580432653427,
"m": 1.0
},
{
"p": 0.0715753436088562,
"m": 1.0
},
{
"p": 0.07126608490943909,
"m": 1.0
},
{
"p": 0.07159848511219025,
"m": 1.0
},
{
"p": 0.07166247069835663,
"m": 1.0
},
{
"p": 0.07141276448965073,
"m": 1.0
},
{
"p": 0.07142516225576401,
"m": 1.0
},
{
"p": 0.07124731689691544,
"m": 1.0
}
]
},
{
"epoch": 141,
"train_loss": 2.4172494411468506,
"val_loss": 0.8935008645057678,
"acc": 67.76,
"time": 263.84045431308914,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07172028720378876,
"m": 1.0
},
{
"p": 0.0710698738694191,
"m": 1.0
},
{
"p": 0.07139809429645538,
"m": 1.0
},
{
"p": 0.07143960148096085,
"m": 1.0
},
{
"p": 0.07122321426868439,
"m": 1.0
},
{
"p": 0.0712154433131218,
"m": 1.0
},
{
"p": 0.07155382633209229,
"m": 1.0
},
{
"p": 0.07142432779073715,
"m": 1.0
},
{
"p": 0.07153113931417465,
"m": 1.0
},
{
"p": 0.07158809155225754,
"m": 1.0
},
{
"p": 0.07148738205432892,
"m": 1.0
},
{
"p": 0.07148988544940948,
"m": 1.0
},
{
"p": 0.07144273072481155,
"m": 1.0
},
{
"p": 0.07141607999801636,
"m": 1.0
}
]
},
{
"epoch": 142,
"train_loss": 2.622493267059326,
"val_loss": 0.8420798182487488,
"acc": 69.6,
"time": 274.2013538860483,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07149835675954819,
"m": 1.0
},
{
"p": 0.07129896432161331,
"m": 1.0
},
{
"p": 0.07152704149484634,
"m": 1.0
},
{
"p": 0.07143662869930267,
"m": 1.0
},
{
"p": 0.07136911898851395,
"m": 1.0
},
{
"p": 0.07127457857131958,
"m": 1.0
},
{
"p": 0.07148979604244232,
"m": 1.0
},
{
"p": 0.07146590948104858,
"m": 1.0
},
{
"p": 0.07142400741577148,
"m": 1.0
},
{
"p": 0.07158125191926956,
"m": 1.0
},
{
"p": 0.07141032069921494,
"m": 1.0
},
{
"p": 0.07158893346786499,
"m": 1.0
},
{
"p": 0.07152869552373886,
"m": 1.0
},
{
"p": 0.07110638171434402,
"m": 1.0
}
]
},
{
"epoch": 143,
"train_loss": 2.1041078567504883,
"val_loss": 0.8844901323318481,
"acc": 69.43,
"time": 263.43413977790624,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07156553119421005,
"m": 1.0
},
{
"p": 0.07141179591417313,
"m": 1.0
},
{
"p": 0.07125785201787949,
"m": 1.0
},
{
"p": 0.07151665538549423,
"m": 1.0
},
{
"p": 0.07131627202033997,
"m": 1.0
},
{
"p": 0.07125521451234818,
"m": 1.0
},
{
"p": 0.07128345221281052,
"m": 1.0
},
{
"p": 0.0713718980550766,
"m": 1.0
},
{
"p": 0.07155188173055649,
"m": 1.0
},
{
"p": 0.0714402124285698,
"m": 1.0
},
{
"p": 0.07142195850610733,
"m": 1.0
},
{
"p": 0.07135672122240067,
"m": 1.0
},
{
"p": 0.0718362033367157,
"m": 1.0
},
{
"p": 0.0714142769575119,
"m": 1.0
}
]
},
{
"epoch": 144,
"train_loss": 2.409740447998047,
"val_loss": 0.9920737743377686,
"acc": 69.1,
"time": 275.5482254270464,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07154561579227448,
"m": 1.0
},
{
"p": 0.07122280448675156,
"m": 1.0
},
{
"p": 0.0714505985379219,
"m": 1.0
},
{
"p": 0.0715179368853569,
"m": 1.0
},
{
"p": 0.07129403948783875,
"m": 1.0
},
{
"p": 0.07104820758104324,
"m": 1.0
},
{
"p": 0.07160516083240509,
"m": 1.0
},
{
"p": 0.07145953178405762,
"m": 1.0
},
{
"p": 0.07145142555236816,
"m": 1.0
},
{
"p": 0.07139207422733307,
"m": 1.0
},
{
"p": 0.07159163057804108,
"m": 1.0
},
{
"p": 0.07146550714969635,
"m": 1.0
},
{
"p": 0.07168454676866531,
"m": 1.0
},
{
"p": 0.0712709054350853,
"m": 1.0
}
]
},
{
"epoch": 145,
"train_loss": 2.347708225250244,
"val_loss": 0.8825636506080627,
"acc": 68.34,
"time": 282.6995176700875,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07123469561338425,
"m": 1.0
},
{
"p": 0.07109114527702332,
"m": 1.0
},
{
"p": 0.07113848626613617,
"m": 1.0
},
{
"p": 0.07154392451047897,
"m": 1.0
},
{
"p": 0.07131973654031754,
"m": 1.0
},
{
"p": 0.07156381756067276,
"m": 1.0
},
{
"p": 0.07152542471885681,
"m": 1.0
},
{
"p": 0.07139116525650024,
"m": 1.0
},
{
"p": 0.07154124230146408,
"m": 1.0
},
{
"p": 0.07173872739076614,
"m": 1.0
},
{
"p": 0.07153394818305969,
"m": 1.0
},
{
"p": 0.07161802053451538,
"m": 1.0
},
{
"p": 0.07165450602769852,
"m": 1.0
},
{
"p": 0.0711052194237709,
"m": 1.0
}
]
},
{
"epoch": 146,
"train_loss": 2.650388240814209,
"val_loss": 0.885420024394989,
"acc": 68.11,
"time": 265.3547009800095,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07167091965675354,
"m": 1.0
},
{
"p": 0.07114993035793304,
"m": 1.0
},
{
"p": 0.0717943012714386,
"m": 1.0
},
{
"p": 0.07134053111076355,
"m": 1.0
},
{
"p": 0.07126980274915695,
"m": 1.0
},
{
"p": 0.07132676988840103,
"m": 1.0
},
{
"p": 0.07148584723472595,
"m": 1.0
},
{
"p": 0.07117126882076263,
"m": 1.0
},
{
"p": 0.07142368704080582,
"m": 1.0
},
{
"p": 0.07172948867082596,
"m": 1.0
},
{
"p": 0.07150690257549286,
"m": 1.0
},
{
"p": 0.07166579365730286,
"m": 1.0
},
{
"p": 0.07159636169672012,
"m": 1.0
},
{
"p": 0.07086838781833649,
"m": 1.0
}
]
},
{
"epoch": 147,
"train_loss": 2.3421130180358887,
"val_loss": 0.9708393216133118,
"acc": 69.55,
"time": 276.55631172505673,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07150401920080185,
"m": 1.0
},
{
"p": 0.07119251042604446,
"m": 1.0
},
{
"p": 0.07165547460317612,
"m": 1.0
},
{
"p": 0.07144199311733246,
"m": 1.0
},
{
"p": 0.07135575264692307,
"m": 1.0
},
{
"p": 0.0713019073009491,
"m": 1.0
},
{
"p": 0.07139663398265839,
"m": 1.0
},
{
"p": 0.07150410115718842,
"m": 1.0
},
{
"p": 0.0713454857468605,
"m": 1.0
},
{
"p": 0.07138756662607193,
"m": 1.0
},
{
"p": 0.07148783653974533,
"m": 1.0
},
{
"p": 0.07144949585199356,
"m": 1.0
},
{
"p": 0.07164237648248672,
"m": 1.0
},
{
"p": 0.0713348314166069,
"m": 1.0
}
]
},
{
"epoch": 148,
"train_loss": 2.468690872192383,
"val_loss": 0.8585449457168579,
"acc": 70.18,
"time": 273.34873382898513,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07159417867660522,
"m": 1.0
},
{
"p": 0.07117211818695068,
"m": 1.0
},
{
"p": 0.07156768441200256,
"m": 1.0
},
{
"p": 0.07141413539648056,
"m": 1.0
},
{
"p": 0.07131361216306686,
"m": 1.0
},
{
"p": 0.0710708424448967,
"m": 1.0
},
{
"p": 0.07150765508413315,
"m": 1.0
},
{
"p": 0.07146278023719788,
"m": 1.0
},
{
"p": 0.07141556590795517,
"m": 1.0
},
{
"p": 0.07147680968046188,
"m": 1.0
},
{
"p": 0.07132052630186081,
"m": 1.0
},
{
"p": 0.07168867439031601,
"m": 1.0
},
{
"p": 0.07177862524986267,
"m": 1.0
},
{
"p": 0.07121679931879044,
"m": 1.0
}
]
},
{
"epoch": 149,
"train_loss": 2.143908977508545,
"val_loss": 0.8836274147033691,
"acc": 69.89,
"time": 272.93216974905226,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144229114055634,
"m": 1.0
},
{
"p": 0.07128537446260452,
"m": 1.0
},
{
"p": 0.0715189278125763,
"m": 1.0
},
{
"p": 0.07147330045700073,
"m": 1.0
},
{
"p": 0.07125720381736755,
"m": 1.0
},
{
"p": 0.07122868299484253,
"m": 1.0
},
{
"p": 0.07131370902061462,
"m": 1.0
},
{
"p": 0.07131084054708481,
"m": 1.0
},
{
"p": 0.07148245722055435,
"m": 1.0
},
{
"p": 0.0715256780385971,
"m": 1.0
},
{
"p": 0.07153205573558807,
"m": 1.0
},
{
"p": 0.07161995768547058,
"m": 1.0
},
{
"p": 0.07166148722171783,
"m": 1.0
},
{
"p": 0.07134809345006943,
"m": 1.0
}
]
},
{
"epoch": 150,
"train_loss": 2.15944242477417,
"val_loss": 0.9579810500144958,
"acc": 68.43,
"time": 263.8783461860148,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07148844748735428,
"m": 1.0
},
{
"p": 0.07153881341218948,
"m": 1.0
},
{
"p": 0.07155042141675949,
"m": 1.0
},
{
"p": 0.0714835450053215,
"m": 1.0
},
{
"p": 0.07117554545402527,
"m": 1.0
},
{
"p": 0.07122049480676651,
"m": 1.0
},
{
"p": 0.07160098105669022,
"m": 1.0
},
{
"p": 0.07152783870697021,
"m": 1.0
},
{
"p": 0.07120081037282944,
"m": 1.0
},
{
"p": 0.07156301289796829,
"m": 1.0
},
{
"p": 0.07158693671226501,
"m": 1.0
},
{
"p": 0.07152672857046127,
"m": 1.0
},
{
"p": 0.07150078564882278,
"m": 1.0
},
{
"p": 0.07103562355041504,
"m": 1.0
}
]
}
]
}
Reference in a new issue View git blame Copy permalink