AntoineH/smart_augmentation
1
0
Fork 0
mirror of https://github.com/AntoineHX/smart_augmentation.git synced 2025-05-04 12:10:45 +02:00
Code Issues Projects Releases Packages Wiki Activity
smart_augmentation/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-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
146 KiB
JSON
Executable file
Raw Blame History

{
"Accuracy": 73.19,
"Time": [
239.7829168796229,
3.279565380971622,
36080.312668090686
],
"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": 4.306765556335449,
"val_loss": 2.1402082443237305,
"acc": 18.75,
"time": 200.99323944421485,
"mix_dist": 0.5,
"param": [
{
"p": 0.0708773210644722,
"m": 1.0
},
{
"p": 0.07144945114850998,
"m": 1.0
},
{
"p": 0.0714845061302185,
"m": 1.0
},
{
"p": 0.07154011726379395,
"m": 1.0
},
{
"p": 0.07149829715490341,
"m": 1.0
},
{
"p": 0.07150101661682129,
"m": 1.0
},
{
"p": 0.0712856873869896,
"m": 1.0
},
{
"p": 0.07152640074491501,
"m": 1.0
},
{
"p": 0.07155360281467438,
"m": 1.0
},
{
"p": 0.07141074538230896,
"m": 1.0
},
{
"p": 0.07146472483873367,
"m": 1.0
},
{
"p": 0.07142754644155502,
"m": 1.0
},
{
"p": 0.07148108631372452,
"m": 1.0
},
{
"p": 0.07149949669837952,
"m": 1.0
}
]
},
{
"epoch": 2,
"train_loss": 4.604793548583984,
"val_loss": 2.3041741847991943,
"acc": 10.0,
"time": 238.63390411110595,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142843306064606,
"m": 1.0
},
{
"p": 0.07142867147922516,
"m": 1.0
},
{
"p": 0.07142867147922516,
"m": 1.0
},
{
"p": 0.07142874598503113,
"m": 1.0
},
{
"p": 0.07142876088619232,
"m": 1.0
},
{
"p": 0.07142866402864456,
"m": 1.0
},
{
"p": 0.07142852991819382,
"m": 1.0
},
{
"p": 0.07142827659845352,
"m": 1.0
},
{
"p": 0.07142862677574158,
"m": 1.0
},
{
"p": 0.07142839580774307,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.07142838835716248,
"m": 1.0
},
{
"p": 0.0714283436536789,
"m": 1.0
},
{
"p": 0.07142891734838486,
"m": 1.0
}
]
},
{
"epoch": 3,
"train_loss": 4.6010894775390625,
"val_loss": 2.303229570388794,
"acc": 10.0,
"time": 240.7014790661633,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142852246761322,
"m": 1.0
},
{
"p": 0.07142877578735352,
"m": 1.0
},
{
"p": 0.07142853736877441,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.07142850756645203,
"m": 1.0
},
{
"p": 0.07142850011587143,
"m": 1.0
},
{
"p": 0.07142864912748337,
"m": 1.0
},
{
"p": 0.07142847776412964,
"m": 1.0
},
{
"p": 0.07142877578735352,
"m": 1.0
},
{
"p": 0.07142854481935501,
"m": 1.0
},
{
"p": 0.07142860442399979,
"m": 1.0
},
{
"p": 0.07142863422632217,
"m": 1.0
},
{
"p": 0.07142848521471024,
"m": 1.0
},
{
"p": 0.07142840325832367,
"m": 1.0
}
]
},
{
"epoch": 4,
"train_loss": 4.601710319519043,
"val_loss": 2.307497262954712,
"acc": 10.0,
"time": 238.48619908606634,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142876088619232,
"m": 1.0
},
{
"p": 0.07142674177885056,
"m": 1.0
},
{
"p": 0.07142876088619232,
"m": 1.0
},
{
"p": 0.07142876833677292,
"m": 1.0
},
{
"p": 0.07142920047044754,
"m": 1.0
},
{
"p": 0.07142900675535202,
"m": 1.0
},
{
"p": 0.07142890244722366,
"m": 1.0
},
{
"p": 0.07142830640077591,
"m": 1.0
},
{
"p": 0.0714275911450386,
"m": 1.0
},
{
"p": 0.07142813503742218,
"m": 1.0
},
{
"p": 0.07142869383096695,
"m": 1.0
},
{
"p": 0.07142945379018784,
"m": 1.0
},
{
"p": 0.07142879068851471,
"m": 1.0
},
{
"p": 0.07142884284257889,
"m": 1.0
}
]
},
{
"epoch": 5,
"train_loss": 4.622393608093262,
"val_loss": 2.302009105682373,
"acc": 10.0,
"time": 239.25212539499626,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143013179302216,
"m": 1.0
},
{
"p": 0.07143032550811768,
"m": 1.0
},
{
"p": 0.07142844051122665,
"m": 1.0
},
{
"p": 0.07142801582813263,
"m": 1.0
},
{
"p": 0.07142923772335052,
"m": 1.0
},
{
"p": 0.07142730057239532,
"m": 1.0
},
{
"p": 0.07142654806375504,
"m": 1.0
},
{
"p": 0.071431465446949,
"m": 1.0
},
{
"p": 0.07142917811870575,
"m": 1.0
},
{
"p": 0.07142853736877441,
"m": 1.0
},
{
"p": 0.07142780721187592,
"m": 1.0
},
{
"p": 0.07142885029315948,
"m": 1.0
},
{
"p": 0.0714280754327774,
"m": 1.0
},
{
"p": 0.07142604887485504,
"m": 1.0
}
]
},
{
"epoch": 6,
"train_loss": 4.59332275390625,
"val_loss": 2.304733991622925,
"acc": 10.0,
"time": 239.14128318289295,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142855226993561,
"m": 1.0
},
{
"p": 0.07142849266529083,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.07142850756645203,
"m": 1.0
},
{
"p": 0.07142864167690277,
"m": 1.0
},
{
"p": 0.07142846286296844,
"m": 1.0
},
{
"p": 0.07142852991819382,
"m": 1.0
},
{
"p": 0.07142864167690277,
"m": 1.0
},
{
"p": 0.07142860442399979,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
}
]
},
{
"epoch": 7,
"train_loss": 4.605030059814453,
"val_loss": 2.3025801181793213,
"acc": 10.0,
"time": 238.33392157079652,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142848521471024,
"m": 1.0
},
{
"p": 0.07142845541238785,
"m": 1.0
},
{
"p": 0.07142845541238785,
"m": 1.0
},
{
"p": 0.07142861932516098,
"m": 1.0
},
{
"p": 0.07142853736877441,
"m": 1.0
},
{
"p": 0.07142851501703262,
"m": 1.0
},
{
"p": 0.07142885774374008,
"m": 1.0
},
{
"p": 0.07142867147922516,
"m": 1.0
},
{
"p": 0.07142854481935501,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.07142864912748337,
"m": 1.0
},
{
"p": 0.07142852991819382,
"m": 1.0
},
{
"p": 0.07142847031354904,
"m": 1.0
},
{
"p": 0.07142862677574158,
"m": 1.0
}
]
},
{
"epoch": 8,
"train_loss": 4.602773666381836,
"val_loss": 2.303295135498047,
"acc": 10.0,
"time": 241.05207987921312,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142864167690277,
"m": 1.0
},
{
"p": 0.07142870128154755,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.07142855226993561,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.07142870128154755,
"m": 1.0
},
{
"p": 0.07142839580774307,
"m": 1.0
},
{
"p": 0.07142839580774307,
"m": 1.0
},
{
"p": 0.07142852246761322,
"m": 1.0
},
{
"p": 0.07142870873212814,
"m": 1.0
},
{
"p": 0.07142850011587143,
"m": 1.0
},
{
"p": 0.07142850756645203,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.07142860442399979,
"m": 1.0
}
]
},
{
"epoch": 9,
"train_loss": 4.614723205566406,
"val_loss": 2.305959939956665,
"acc": 10.0,
"time": 238.91476368019357,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142854481935501,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.07142860442399979,
"m": 1.0
},
{
"p": 0.07142850011587143,
"m": 1.0
},
{
"p": 0.07142850011587143,
"m": 1.0
},
{
"p": 0.07142864912748337,
"m": 1.0
},
{
"p": 0.07142848521471024,
"m": 1.0
},
{
"p": 0.07142861187458038,
"m": 1.0
},
{
"p": 0.07142845541238785,
"m": 1.0
},
{
"p": 0.07142867147922516,
"m": 1.0
},
{
"p": 0.07142854481935501,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.07142867147922516,
"m": 1.0
}
]
},
{
"epoch": 10,
"train_loss": 4.609697341918945,
"val_loss": 2.3013505935668945,
"acc": 10.0,
"time": 239.82800081418827,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142873853445053,
"m": 1.0
},
{
"p": 0.07142868638038635,
"m": 1.0
},
{
"p": 0.07142871618270874,
"m": 1.0
},
{
"p": 0.07142848521471024,
"m": 1.0
},
{
"p": 0.07142847776412964,
"m": 1.0
},
{
"p": 0.07142855226993561,
"m": 1.0
},
{
"p": 0.07142840325832367,
"m": 1.0
},
{
"p": 0.07142848521471024,
"m": 1.0
},
{
"p": 0.07142860442399979,
"m": 1.0
},
{
"p": 0.07142849266529083,
"m": 1.0
},
{
"p": 0.07142864167690277,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.07142852991819382,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
}
]
},
{
"epoch": 11,
"train_loss": 4.5414934158325195,
"val_loss": 2.207077741622925,
"acc": 14.88,
"time": 239.94812405016273,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143048197031021,
"m": 1.0
},
{
"p": 0.07142774760723114,
"m": 1.0
},
{
"p": 0.07142765074968338,
"m": 1.0
},
{
"p": 0.07143017649650574,
"m": 1.0
},
{
"p": 0.07142969220876694,
"m": 1.0
},
{
"p": 0.071424201130867,
"m": 1.0
},
{
"p": 0.07143624126911163,
"m": 1.0
},
{
"p": 0.07143574953079224,
"m": 1.0
},
{
"p": 0.07142846286296844,
"m": 1.0
},
{
"p": 0.07142698019742966,
"m": 1.0
},
{
"p": 0.07142727822065353,
"m": 1.0
},
{
"p": 0.07143053412437439,
"m": 1.0
},
{
"p": 0.07142755389213562,
"m": 1.0
},
{
"p": 0.07141720503568649,
"m": 1.0
}
]
},
{
"epoch": 12,
"train_loss": 4.455645561218262,
"val_loss": 2.152275562286377,
"acc": 20.44,
"time": 239.9116857633926,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714108943939209,
"m": 1.0
},
{
"p": 0.07142693549394608,
"m": 1.0
},
{
"p": 0.07142327725887299,
"m": 1.0
},
{
"p": 0.07143199443817139,
"m": 1.0
},
{
"p": 0.07141132652759552,
"m": 1.0
},
{
"p": 0.07142633944749832,
"m": 1.0
},
{
"p": 0.07143371552228928,
"m": 1.0
},
{
"p": 0.07142086327075958,
"m": 1.0
},
{
"p": 0.07144426554441452,
"m": 1.0
},
{
"p": 0.07144185155630112,
"m": 1.0
},
{
"p": 0.07143507897853851,
"m": 1.0
},
{
"p": 0.07144396007061005,
"m": 1.0
},
{
"p": 0.0714479386806488,
"m": 1.0
},
{
"p": 0.07140150666236877,
"m": 1.0
}
]
},
{
"epoch": 13,
"train_loss": 4.0480475425720215,
"val_loss": 2.0392825603485107,
"acc": 24.88,
"time": 239.02560909604654,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144509255886078,
"m": 1.0
},
{
"p": 0.07143191248178482,
"m": 1.0
},
{
"p": 0.07140163332223892,
"m": 1.0
},
{
"p": 0.0714406967163086,
"m": 1.0
},
{
"p": 0.07142474502325058,
"m": 1.0
},
{
"p": 0.0714138001203537,
"m": 1.0
},
{
"p": 0.0714450404047966,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.07143804430961609,
"m": 1.0
},
{
"p": 0.07144244760274887,
"m": 1.0
},
{
"p": 0.07143282145261765,
"m": 1.0
},
{
"p": 0.0714159905910492,
"m": 1.0
},
{
"p": 0.07142237573862076,
"m": 1.0
},
{
"p": 0.07141683250665665,
"m": 1.0
}
]
},
{
"epoch": 14,
"train_loss": 4.132139205932617,
"val_loss": 1.922417402267456,
"acc": 29.51,
"time": 238.33950260886922,
"mix_dist": 0.5,
"param": [
{
"p": 0.07146043330430984,
"m": 1.0
},
{
"p": 0.07140502333641052,
"m": 1.0
},
{
"p": 0.07144840061664581,
"m": 1.0
},
{
"p": 0.0714057981967926,
"m": 1.0
},
{
"p": 0.07141461968421936,
"m": 1.0
},
{
"p": 0.07141653448343277,
"m": 1.0
},
{
"p": 0.07144332677125931,
"m": 1.0
},
{
"p": 0.07144244015216827,
"m": 1.0
},
{
"p": 0.07143045961856842,
"m": 1.0
},
{
"p": 0.07143697142601013,
"m": 1.0
},
{
"p": 0.07142319530248642,
"m": 1.0
},
{
"p": 0.07143119722604752,
"m": 1.0
},
{
"p": 0.07142096757888794,
"m": 1.0
},
{
"p": 0.07142062485218048,
"m": 1.0
}
]
},
{
"epoch": 15,
"train_loss": 3.855060577392578,
"val_loss": 1.7970751523971558,
"acc": 30.98,
"time": 239.12239818787202,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142653316259384,
"m": 1.0
},
{
"p": 0.07143574208021164,
"m": 1.0
},
{
"p": 0.07141050696372986,
"m": 1.0
},
{
"p": 0.07142262905836105,
"m": 1.0
},
{
"p": 0.07141425460577011,
"m": 1.0
},
{
"p": 0.07144581526517868,
"m": 1.0
},
{
"p": 0.07144740968942642,
"m": 1.0
},
{
"p": 0.07142651081085205,
"m": 1.0
},
{
"p": 0.07142142206430435,
"m": 1.0
},
{
"p": 0.07143893092870712,
"m": 1.0
},
{
"p": 0.07142280787229538,
"m": 1.0
},
{
"p": 0.0714273527264595,
"m": 1.0
},
{
"p": 0.07143876701593399,
"m": 1.0
},
{
"p": 0.071421317756176,
"m": 1.0
}
]
},
{
"epoch": 16,
"train_loss": 3.9687047004699707,
"val_loss": 1.7964396476745605,
"acc": 33.17,
"time": 239.33529814658687,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144484668970108,
"m": 1.0
},
{
"p": 0.07143525779247284,
"m": 1.0
},
{
"p": 0.07142426073551178,
"m": 1.0
},
{
"p": 0.07143981009721756,
"m": 1.0
},
{
"p": 0.07142146676778793,
"m": 1.0
},
{
"p": 0.07143132388591766,
"m": 1.0
},
{
"p": 0.07143767178058624,
"m": 1.0
},
{
"p": 0.0714358314871788,
"m": 1.0
},
{
"p": 0.07141032814979553,
"m": 1.0
},
{
"p": 0.07142158597707748,
"m": 1.0
},
{
"p": 0.07142260670661926,
"m": 1.0
},
{
"p": 0.07144349813461304,
"m": 1.0
},
{
"p": 0.07141251116991043,
"m": 1.0
},
{
"p": 0.07141900807619095,
"m": 1.0
}
]
},
{
"epoch": 17,
"train_loss": 3.905062675476074,
"val_loss": 1.7506036758422852,
"acc": 34.07,
"time": 239.8578298841603,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143570482730865,
"m": 1.0
},
{
"p": 0.07143177837133408,
"m": 1.0
},
{
"p": 0.0714416578412056,
"m": 1.0
},
{
"p": 0.0714331865310669,
"m": 1.0
},
{
"p": 0.0714307576417923,
"m": 1.0
},
{
"p": 0.07140709459781647,
"m": 1.0
},
{
"p": 0.07143187522888184,
"m": 1.0
},
{
"p": 0.07143515348434448,
"m": 1.0
},
{
"p": 0.0714479386806488,
"m": 1.0
},
{
"p": 0.07144114375114441,
"m": 1.0
},
{
"p": 0.07143329083919525,
"m": 1.0
},
{
"p": 0.07142335921525955,
"m": 1.0
},
{
"p": 0.07141150534152985,
"m": 1.0
},
{
"p": 0.07139554619789124,
"m": 1.0
}
]
},
{
"epoch": 18,
"train_loss": 3.42802357673645,
"val_loss": 1.8792235851287842,
"acc": 28.9,
"time": 238.825946404133,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142041623592377,
"m": 1.0
},
{
"p": 0.07140913605690002,
"m": 1.0
},
{
"p": 0.07141425460577011,
"m": 1.0
},
{
"p": 0.07144195586442947,
"m": 1.0
},
{
"p": 0.07140455394983292,
"m": 1.0
},
{
"p": 0.0714169442653656,
"m": 1.0
},
{
"p": 0.07145268470048904,
"m": 1.0
},
{
"p": 0.07143469154834747,
"m": 1.0
},
{
"p": 0.07145054638385773,
"m": 1.0
},
{
"p": 0.07145949453115463,
"m": 1.0
},
{
"p": 0.07141653448343277,
"m": 1.0
},
{
"p": 0.07145442813634872,
"m": 1.0
},
{
"p": 0.07144499570131302,
"m": 1.0
},
{
"p": 0.07137935608625412,
"m": 1.0
}
]
},
{
"epoch": 19,
"train_loss": 3.7603917121887207,
"val_loss": 1.7300628423690796,
"acc": 40.47,
"time": 239.988608087413,
"mix_dist": 0.5,
"param": [
{
"p": 0.07146542519330978,
"m": 1.0
},
{
"p": 0.07141414284706116,
"m": 1.0
},
{
"p": 0.07142740488052368,
"m": 1.0
},
{
"p": 0.07139863818883896,
"m": 1.0
},
{
"p": 0.07145559787750244,
"m": 1.0
},
{
"p": 0.07139813154935837,
"m": 1.0
},
{
"p": 0.0714360773563385,
"m": 1.0
},
{
"p": 0.07145347446203232,
"m": 1.0
},
{
"p": 0.07143611460924149,
"m": 1.0
},
{
"p": 0.07144822925329208,
"m": 1.0
},
{
"p": 0.07140418142080307,
"m": 1.0
},
{
"p": 0.07143086194992065,
"m": 1.0
},
{
"p": 0.0714418813586235,
"m": 1.0
},
{
"p": 0.07138983905315399,
"m": 1.0
}
]
},
{
"epoch": 20,
"train_loss": 3.596513271331787,
"val_loss": 1.6422209739685059,
"acc": 41.42,
"time": 238.72699990682304,
"mix_dist": 0.5,
"param": [
{
"p": 0.07140553742647171,
"m": 1.0
},
{
"p": 0.07142819464206696,
"m": 1.0
},
{
"p": 0.07145992666482925,
"m": 1.0
},
{
"p": 0.07144127041101456,
"m": 1.0
},
{
"p": 0.07142367959022522,
"m": 1.0
},
{
"p": 0.0713929757475853,
"m": 1.0
},
{
"p": 0.07145076990127563,
"m": 1.0
},
{
"p": 0.0714309886097908,
"m": 1.0
},
{
"p": 0.07142111659049988,
"m": 1.0
},
{
"p": 0.07143788039684296,
"m": 1.0
},
{
"p": 0.07142967730760574,
"m": 1.0
},
{
"p": 0.07144275307655334,
"m": 1.0
},
{
"p": 0.07144834846258163,
"m": 1.0
},
{
"p": 0.07138683646917343,
"m": 1.0
}
]
},
{
"epoch": 21,
"train_loss": 3.54723858833313,
"val_loss": 1.614366054534912,
"acc": 41.08,
"time": 239.78938885312527,
"mix_dist": 0.5,
"param": [
{
"p": 0.07139583677053452,
"m": 1.0
},
{
"p": 0.07140814512968063,
"m": 1.0
},
{
"p": 0.07144135981798172,
"m": 1.0
},
{
"p": 0.07142277806997299,
"m": 1.0
},
{
"p": 0.07141339778900146,
"m": 1.0
},
{
"p": 0.07140598446130753,
"m": 1.0
},
{
"p": 0.07146003842353821,
"m": 1.0
},
{
"p": 0.07145515084266663,
"m": 1.0
},
{
"p": 0.07143320143222809,
"m": 1.0
},
{
"p": 0.0714438408613205,
"m": 1.0
},
{
"p": 0.07143597304821014,
"m": 1.0
},
{
"p": 0.07144851982593536,
"m": 1.0
},
{
"p": 0.07143445312976837,
"m": 1.0
},
{
"p": 0.07140135765075684,
"m": 1.0
}
]
},
{
"epoch": 22,
"train_loss": 3.8647918701171875,
"val_loss": 1.6849840879440308,
"acc": 41.56,
"time": 239.17245373083279,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144297659397125,
"m": 1.0
},
{
"p": 0.07140454649925232,
"m": 1.0
},
{
"p": 0.07143283635377884,
"m": 1.0
},
{
"p": 0.07140878587961197,
"m": 1.0
},
{
"p": 0.07140675187110901,
"m": 1.0
},
{
"p": 0.07140964269638062,
"m": 1.0
},
{
"p": 0.07145197689533234,
"m": 1.0
},
{
"p": 0.07144886255264282,
"m": 1.0
},
{
"p": 0.07142692804336548,
"m": 1.0
},
{
"p": 0.0714237168431282,
"m": 1.0
},
{
"p": 0.0714607983827591,
"m": 1.0
},
{
"p": 0.07144466042518616,
"m": 1.0
},
{
"p": 0.07141154259443283,
"m": 1.0
},
{
"p": 0.07142598181962967,
"m": 1.0
}
]
},
{
"epoch": 23,
"train_loss": 3.3269708156585693,
"val_loss": 1.5303466320037842,
"acc": 45.36,
"time": 239.24226366588846,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143792510032654,
"m": 1.0
},
{
"p": 0.07141426205635071,
"m": 1.0
},
{
"p": 0.07143381237983704,
"m": 1.0
},
{
"p": 0.07141896337270737,
"m": 1.0
},
{
"p": 0.07144399732351303,
"m": 1.0
},
{
"p": 0.07142527401447296,
"m": 1.0
},
{
"p": 0.07141519337892532,
"m": 1.0
},
{
"p": 0.0714484453201294,
"m": 1.0
},
{
"p": 0.07144172489643097,
"m": 1.0
},
{
"p": 0.07143960893154144,
"m": 1.0
},
{
"p": 0.07141461968421936,
"m": 1.0
},
{
"p": 0.07144419103860855,
"m": 1.0
},
{
"p": 0.07142075151205063,
"m": 1.0
},
{
"p": 0.07140123099088669,
"m": 1.0
}
]
},
{
"epoch": 24,
"train_loss": 3.312361717224121,
"val_loss": 1.5081177949905396,
"acc": 45.86,
"time": 239.74293458741158,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714339166879654,
"m": 1.0
},
{
"p": 0.07139643281698227,
"m": 1.0
},
{
"p": 0.07140639424324036,
"m": 1.0
},
{
"p": 0.07148980349302292,
"m": 1.0
},
{
"p": 0.07140660285949707,
"m": 1.0
},
{
"p": 0.07139990478754044,
"m": 1.0
},
{
"p": 0.07140851020812988,
"m": 1.0
},
{
"p": 0.07142935693264008,
"m": 1.0
},
{
"p": 0.07145871222019196,
"m": 1.0
},
{
"p": 0.07144448161125183,
"m": 1.0
},
{
"p": 0.07141058892011642,
"m": 1.0
},
{
"p": 0.0714690238237381,
"m": 1.0
},
{
"p": 0.07146193832159042,
"m": 1.0
},
{
"p": 0.07138428092002869,
"m": 1.0
}
]
},
{
"epoch": 25,
"train_loss": 3.2584452629089355,
"val_loss": 1.4976978302001953,
"acc": 44.85,
"time": 238.77397765312344,
"mix_dist": 0.5,
"param": [
{
"p": 0.07148949056863785,
"m": 1.0
},
{
"p": 0.07145323604345322,
"m": 1.0
},
{
"p": 0.07140642404556274,
"m": 1.0
},
{
"p": 0.07144606858491898,
"m": 1.0
},
{
"p": 0.07140585035085678,
"m": 1.0
},
{
"p": 0.0714220255613327,
"m": 1.0
},
{
"p": 0.07145542651414871,
"m": 1.0
},
{
"p": 0.07142864912748337,
"m": 1.0
},
{
"p": 0.0714389756321907,
"m": 1.0
},
{
"p": 0.07141497731208801,
"m": 1.0
},
{
"p": 0.07144348323345184,
"m": 1.0
},
{
"p": 0.07142290472984314,
"m": 1.0
},
{
"p": 0.07142110913991928,
"m": 1.0
},
{
"p": 0.07135139405727386,
"m": 1.0
}
]
},
{
"epoch": 26,
"train_loss": 3.358936309814453,
"val_loss": 1.4343681335449219,
"acc": 46.39,
"time": 239.20517895836383,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143605500459671,
"m": 1.0
},
{
"p": 0.0713939219713211,
"m": 1.0
},
{
"p": 0.07146413624286652,
"m": 1.0
},
{
"p": 0.07142485678195953,
"m": 1.0
},
{
"p": 0.07143854349851608,
"m": 1.0
},
{
"p": 0.07144226133823395,
"m": 1.0
},
{
"p": 0.0714377909898758,
"m": 1.0
},
{
"p": 0.07142974436283112,
"m": 1.0
},
{
"p": 0.07142306864261627,
"m": 1.0
},
{
"p": 0.07142389565706253,
"m": 1.0
},
{
"p": 0.07145246863365173,
"m": 1.0
},
{
"p": 0.0714091956615448,
"m": 1.0
},
{
"p": 0.07144226133823395,
"m": 1.0
},
{
"p": 0.07138177007436752,
"m": 1.0
}
]
},
{
"epoch": 27,
"train_loss": 3.351799249649048,
"val_loss": 1.563242793083191,
"acc": 47.04,
"time": 240.60880605177954,
"mix_dist": 0.5,
"param": [
{
"p": 0.07141432166099548,
"m": 1.0
},
{
"p": 0.07131975144147873,
"m": 1.0
},
{
"p": 0.07140448689460754,
"m": 1.0
},
{
"p": 0.07143539935350418,
"m": 1.0
},
{
"p": 0.07147107273340225,
"m": 1.0
},
{
"p": 0.07149568200111389,
"m": 1.0
},
{
"p": 0.07141387462615967,
"m": 1.0
},
{
"p": 0.07148623466491699,
"m": 1.0
},
{
"p": 0.07145289331674576,
"m": 1.0
},
{
"p": 0.0714515820145607,
"m": 1.0
},
{
"p": 0.0714186578989029,
"m": 1.0
},
{
"p": 0.07146066427230835,
"m": 1.0
},
{
"p": 0.07141229510307312,
"m": 1.0
},
{
"p": 0.07136311382055283,
"m": 1.0
}
]
},
{
"epoch": 28,
"train_loss": 3.488215684890747,
"val_loss": 1.5459765195846558,
"acc": 47.51,
"time": 238.69968509767205,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144598662853241,
"m": 1.0
},
{
"p": 0.07139737904071808,
"m": 1.0
},
{
"p": 0.07140445709228516,
"m": 1.0
},
{
"p": 0.0714455395936966,
"m": 1.0
},
{
"p": 0.07140156626701355,
"m": 1.0
},
{
"p": 0.07142730802297592,
"m": 1.0
},
{
"p": 0.07143377512693405,
"m": 1.0
},
{
"p": 0.071417897939682,
"m": 1.0
},
{
"p": 0.07140682637691498,
"m": 1.0
},
{
"p": 0.07147585600614548,
"m": 1.0
},
{
"p": 0.07143346965312958,
"m": 1.0
},
{
"p": 0.07144105434417725,
"m": 1.0
},
{
"p": 0.0714564248919487,
"m": 1.0
},
{
"p": 0.07141245156526566,
"m": 1.0
}
]
},
{
"epoch": 29,
"train_loss": 2.9844069480895996,
"val_loss": 1.428972840309143,
"acc": 48.37,
"time": 238.90523251332343,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714312270283699,
"m": 1.0
},
{
"p": 0.07140497118234634,
"m": 1.0
},
{
"p": 0.07146833837032318,
"m": 1.0
},
{
"p": 0.07143903523683548,
"m": 1.0
},
{
"p": 0.07138299196958542,
"m": 1.0
},
{
"p": 0.07138754427433014,
"m": 1.0
},
{
"p": 0.07146322727203369,
"m": 1.0
},
{
"p": 0.07144849747419357,
"m": 1.0
},
{
"p": 0.0714275985956192,
"m": 1.0
},
{
"p": 0.07142984122037888,
"m": 1.0
},
{
"p": 0.07141955196857452,
"m": 1.0
},
{
"p": 0.07142054289579391,
"m": 1.0
},
{
"p": 0.07143304497003555,
"m": 1.0
},
{
"p": 0.07144362479448318,
"m": 1.0
}
]
},
{
"epoch": 30,
"train_loss": 3.1972579956054688,
"val_loss": 1.4542351961135864,
"acc": 46.49,
"time": 239.81615430209786,
"mix_dist": 0.5,
"param": [
{
"p": 0.07140739262104034,
"m": 1.0
},
{
"p": 0.0713576003909111,
"m": 1.0
},
{
"p": 0.07151304185390472,
"m": 1.0
},
{
"p": 0.07142128050327301,
"m": 1.0
},
{
"p": 0.07138828188180923,
"m": 1.0
},
{
"p": 0.07145765423774719,
"m": 1.0
},
{
"p": 0.07148699462413788,
"m": 1.0
},
{
"p": 0.07141585648059845,
"m": 1.0
},
{
"p": 0.0714467316865921,
"m": 1.0
},
{
"p": 0.07145461440086365,
"m": 1.0
},
{
"p": 0.07144524157047272,
"m": 1.0
},
{
"p": 0.07142901420593262,
"m": 1.0
},
{
"p": 0.0714375451207161,
"m": 1.0
},
{
"p": 0.07133877277374268,
"m": 1.0
}
]
},
{
"epoch": 31,
"train_loss": 3.2224435806274414,
"val_loss": 1.3488856554031372,
"acc": 50.56,
"time": 239.18095015082508,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144700735807419,
"m": 1.0
},
{
"p": 0.07139542698860168,
"m": 1.0
},
{
"p": 0.07146152853965759,
"m": 1.0
},
{
"p": 0.07142748683691025,
"m": 1.0
},
{
"p": 0.0714341402053833,
"m": 1.0
},
{
"p": 0.07141085714101791,
"m": 1.0
},
{
"p": 0.07148131728172302,
"m": 1.0
},
{
"p": 0.07147212326526642,
"m": 1.0
},
{
"p": 0.07140940427780151,
"m": 1.0
},
{
"p": 0.0714339166879654,
"m": 1.0
},
{
"p": 0.07139769941568375,
"m": 1.0
},
{
"p": 0.07143519073724747,
"m": 1.0
},
{
"p": 0.07144694775342941,
"m": 1.0
},
{
"p": 0.0713469386100769,
"m": 1.0
}
]
},
{
"epoch": 32,
"train_loss": 3.0731537342071533,
"val_loss": 1.4148427248001099,
"acc": 52.21,
"time": 239.48553120112047,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144428044557571,
"m": 1.0
},
{
"p": 0.07144160568714142,
"m": 1.0
},
{
"p": 0.07144244015216827,
"m": 1.0
},
{
"p": 0.0714196041226387,
"m": 1.0
},
{
"p": 0.0714154988527298,
"m": 1.0
},
{
"p": 0.0713883712887764,
"m": 1.0
},
{
"p": 0.07144314795732498,
"m": 1.0
},
{
"p": 0.07140593975782394,
"m": 1.0
},
{
"p": 0.07143419981002808,
"m": 1.0
},
{
"p": 0.07142956554889679,
"m": 1.0
},
{
"p": 0.07142838090658188,
"m": 1.0
},
{
"p": 0.07142337411642075,
"m": 1.0
},
{
"p": 0.071455217897892,
"m": 1.0
},
{
"p": 0.0714283436536789,
"m": 1.0
}
]
},
{
"epoch": 33,
"train_loss": 3.205890655517578,
"val_loss": 1.2883003950119019,
"acc": 49.55,
"time": 239.56333920219913,
"mix_dist": 0.5,
"param": [
{
"p": 0.07140401750802994,
"m": 1.0
},
{
"p": 0.07132375985383987,
"m": 1.0
},
{
"p": 0.07146453857421875,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.07145854830741882,
"m": 1.0
},
{
"p": 0.0713997483253479,
"m": 1.0
},
{
"p": 0.07148240506649017,
"m": 1.0
},
{
"p": 0.07147569209337234,
"m": 1.0
},
{
"p": 0.0714353546500206,
"m": 1.0
},
{
"p": 0.07144328951835632,
"m": 1.0
},
{
"p": 0.07139769196510315,
"m": 1.0
},
{
"p": 0.07144530862569809,
"m": 1.0
},
{
"p": 0.07146177440881729,
"m": 1.0
},
{
"p": 0.07137927412986755,
"m": 1.0
}
]
},
{
"epoch": 34,
"train_loss": 3.0310468673706055,
"val_loss": 1.3456934690475464,
"acc": 51.8,
"time": 239.31675051804632,
"mix_dist": 0.5,
"param": [
{
"p": 0.07138673961162567,
"m": 1.0
},
{
"p": 0.07139716297388077,
"m": 1.0
},
{
"p": 0.07141867280006409,
"m": 1.0
},
{
"p": 0.07140687108039856,
"m": 1.0
},
{
"p": 0.07140891253948212,
"m": 1.0
},
{
"p": 0.07144269347190857,
"m": 1.0
},
{
"p": 0.0714593306183815,
"m": 1.0
},
{
"p": 0.07148583978414536,
"m": 1.0
},
{
"p": 0.07143452763557434,
"m": 1.0
},
{
"p": 0.07144485414028168,
"m": 1.0
},
{
"p": 0.07146213203668594,
"m": 1.0
},
{
"p": 0.0714251771569252,
"m": 1.0
},
{
"p": 0.07149218022823334,
"m": 1.0
},
{
"p": 0.07133495062589645,
"m": 1.0
}
]
},
{
"epoch": 35,
"train_loss": 3.0644454956054688,
"val_loss": 1.3148983716964722,
"acc": 52.68,
"time": 238.9134558062069,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142172008752823,
"m": 1.0
},
{
"p": 0.07140089571475983,
"m": 1.0
},
{
"p": 0.07144471257925034,
"m": 1.0
},
{
"p": 0.07144591212272644,
"m": 1.0
},
{
"p": 0.07143085449934006,
"m": 1.0
},
{
"p": 0.07141256332397461,
"m": 1.0
},
{
"p": 0.07143213599920273,
"m": 1.0
},
{
"p": 0.07140220701694489,
"m": 1.0
},
{
"p": 0.07140402495861053,
"m": 1.0
},
{
"p": 0.07148823142051697,
"m": 1.0
},
{
"p": 0.07140891253948212,
"m": 1.0
},
{
"p": 0.07146269083023071,
"m": 1.0
},
{
"p": 0.0714215636253357,
"m": 1.0
},
{
"p": 0.07142360508441925,
"m": 1.0
}
]
},
{
"epoch": 36,
"train_loss": 3.1134121417999268,
"val_loss": 1.152546763420105,
"acc": 53.96,
"time": 238.98153800098225,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144101709127426,
"m": 1.0
},
{
"p": 0.07141650468111038,
"m": 1.0
},
{
"p": 0.07148098945617676,
"m": 1.0
},
{
"p": 0.07145648449659348,
"m": 1.0
},
{
"p": 0.0713530108332634,
"m": 1.0
},
{
"p": 0.07143781334161758,
"m": 1.0
},
{
"p": 0.07141987979412079,
"m": 1.0
},
{
"p": 0.07144605368375778,
"m": 1.0
},
{
"p": 0.07139421254396439,
"m": 1.0
},
{
"p": 0.0713852047920227,
"m": 1.0
},
{
"p": 0.07145970314741135,
"m": 1.0
},
{
"p": 0.07146875560283661,
"m": 1.0
},
{
"p": 0.07143440842628479,
"m": 1.0
},
{
"p": 0.07140596956014633,
"m": 1.0
}
]
},
{
"epoch": 37,
"train_loss": 2.7775254249572754,
"val_loss": 1.3156205415725708,
"acc": 56.17,
"time": 239.15149648999795,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143121212720871,
"m": 1.0
},
{
"p": 0.07143407315015793,
"m": 1.0
},
{
"p": 0.07142571359872818,
"m": 1.0
},
{
"p": 0.07141181081533432,
"m": 1.0
},
{
"p": 0.07142278552055359,
"m": 1.0
},
{
"p": 0.07141926884651184,
"m": 1.0
},
{
"p": 0.07146622240543365,
"m": 1.0
},
{
"p": 0.0714450255036354,
"m": 1.0
},
{
"p": 0.07139429450035095,
"m": 1.0
},
{
"p": 0.07141509652137756,
"m": 1.0
},
{
"p": 0.07143687456846237,
"m": 1.0
},
{
"p": 0.07146930694580078,
"m": 1.0
},
{
"p": 0.0714607760310173,
"m": 1.0
},
{
"p": 0.07136756926774979,
"m": 1.0
}
]
},
{
"epoch": 38,
"train_loss": 3.1727476119995117,
"val_loss": 1.1801706552505493,
"acc": 56.86,
"time": 238.46856857510284,
"mix_dist": 0.5,
"param": [
{
"p": 0.07149647921323776,
"m": 1.0
},
{
"p": 0.07134263217449188,
"m": 1.0
},
{
"p": 0.07151451706886292,
"m": 1.0
},
{
"p": 0.07139930874109268,
"m": 1.0
},
{
"p": 0.07143643498420715,
"m": 1.0
},
{
"p": 0.07134603708982468,
"m": 1.0
},
{
"p": 0.07140956819057465,
"m": 1.0
},
{
"p": 0.07145947217941284,
"m": 1.0
},
{
"p": 0.0713648870587349,
"m": 1.0
},
{
"p": 0.07146855443716049,
"m": 1.0
},
{
"p": 0.07145922631025314,
"m": 1.0
},
{
"p": 0.07143540680408478,
"m": 1.0
},
{
"p": 0.0714910626411438,
"m": 1.0
},
{
"p": 0.0713764876127243,
"m": 1.0
}
]
},
{
"epoch": 39,
"train_loss": 2.7821450233459473,
"val_loss": 1.282623052597046,
"acc": 55.08,
"time": 239.9591542291455,
"mix_dist": 0.5,
"param": [
{
"p": 0.07151776552200317,
"m": 1.0
},
{
"p": 0.0713498592376709,
"m": 1.0
},
{
"p": 0.0714704692363739,
"m": 1.0
},
{
"p": 0.07144282758235931,
"m": 1.0
},
{
"p": 0.07140784710645676,
"m": 1.0
},
{
"p": 0.07138054817914963,
"m": 1.0
},
{
"p": 0.07141508162021637,
"m": 1.0
},
{
"p": 0.07137997448444366,
"m": 1.0
},
{
"p": 0.07142865657806396,
"m": 1.0
},
{
"p": 0.07135406881570816,
"m": 1.0
},
{
"p": 0.0714530423283577,
"m": 1.0
},
{
"p": 0.0714472085237503,
"m": 1.0
},
{
"p": 0.07150144875049591,
"m": 1.0
},
{
"p": 0.07145123928785324,
"m": 1.0
}
]
},
{
"epoch": 40,
"train_loss": 2.917060613632202,
"val_loss": 1.200339913368225,
"acc": 55.26,
"time": 241.41075318399817,
"mix_dist": 0.5,
"param": [
{
"p": 0.07139801979064941,
"m": 1.0
},
{
"p": 0.07141105085611343,
"m": 1.0
},
{
"p": 0.07153205573558807,
"m": 1.0
},
{
"p": 0.07142983376979828,
"m": 1.0
},
{
"p": 0.07142917066812515,
"m": 1.0
},
{
"p": 0.07137470692396164,
"m": 1.0
},
{
"p": 0.071457140147686,
"m": 1.0
},
{
"p": 0.07142887264490128,
"m": 1.0
},
{
"p": 0.07140622287988663,
"m": 1.0
},
{
"p": 0.07142713665962219,
"m": 1.0
},
{
"p": 0.07144176959991455,
"m": 1.0
},
{
"p": 0.07142248004674911,
"m": 1.0
},
{
"p": 0.07142031192779541,
"m": 1.0
},
{
"p": 0.07142117619514465,
"m": 1.0
}
]
},
{
"epoch": 41,
"train_loss": 2.711972236633301,
"val_loss": 1.3881490230560303,
"acc": 52.92,
"time": 239.84169965889305,
"mix_dist": 0.5,
"param": [
{
"p": 0.07146409153938293,
"m": 1.0
},
{
"p": 0.07133188843727112,
"m": 1.0
},
{
"p": 0.07142503559589386,
"m": 1.0
},
{
"p": 0.0714617446064949,
"m": 1.0
},
{
"p": 0.07135120034217834,
"m": 1.0
},
{
"p": 0.07141382992267609,
"m": 1.0
},
{
"p": 0.07150087505578995,
"m": 1.0
},
{
"p": 0.07153463363647461,
"m": 1.0
},
{
"p": 0.07139570266008377,
"m": 1.0
},
{
"p": 0.07136858254671097,
"m": 1.0
},
{
"p": 0.07136140763759613,
"m": 1.0
},
{
"p": 0.07148899883031845,
"m": 1.0
},
{
"p": 0.07144322991371155,
"m": 1.0
},
{
"p": 0.07145878672599792,
"m": 1.0
}
]
},
{
"epoch": 42,
"train_loss": 2.487797260284424,
"val_loss": 1.127111554145813,
"acc": 57.54,
"time": 242.23331704223529,
"mix_dist": 0.5,
"param": [
{
"p": 0.07146723568439484,
"m": 1.0
},
{
"p": 0.07135282456874847,
"m": 1.0
},
{
"p": 0.07148390263319016,
"m": 1.0
},
{
"p": 0.07147002965211868,
"m": 1.0
},
{
"p": 0.07143999636173248,
"m": 1.0
},
{
"p": 0.07139526307582855,
"m": 1.0
},
{
"p": 0.07148648053407669,
"m": 1.0
},
{
"p": 0.07140262424945831,
"m": 1.0
},
{
"p": 0.0713910385966301,
"m": 1.0
},
{
"p": 0.07139503955841064,
"m": 1.0
},
{
"p": 0.07150547206401825,
"m": 1.0
},
{
"p": 0.0714980736374855,
"m": 1.0
},
{
"p": 0.07139376550912857,
"m": 1.0
},
{
"p": 0.07131828367710114,
"m": 1.0
}
]
},
{
"epoch": 43,
"train_loss": 2.90354061126709,
"val_loss": 1.153384804725647,
"acc": 59.61,
"time": 241.7329570259899,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714414194226265,
"m": 1.0
},
{
"p": 0.07146350294351578,
"m": 1.0
},
{
"p": 0.07141509652137756,
"m": 1.0
},
{
"p": 0.07145511358976364,
"m": 1.0
},
{
"p": 0.07139390707015991,
"m": 1.0
},
{
"p": 0.07138166576623917,
"m": 1.0
},
{
"p": 0.07147380709648132,
"m": 1.0
},
{
"p": 0.07149747014045715,
"m": 1.0
},
{
"p": 0.07137926667928696,
"m": 1.0
},
{
"p": 0.07147861272096634,
"m": 1.0
},
{
"p": 0.07141581177711487,
"m": 1.0
},
{
"p": 0.07143314927816391,
"m": 1.0
},
{
"p": 0.07138410955667496,
"m": 1.0
},
{
"p": 0.07138706743717194,
"m": 1.0
}
]
},
{
"epoch": 44,
"train_loss": 2.6585769653320312,
"val_loss": 1.1780654191970825,
"acc": 58.22,
"time": 239.77078785281628,
"mix_dist": 0.5,
"param": [
{
"p": 0.07150185108184814,
"m": 1.0
},
{
"p": 0.07131212204694748,
"m": 1.0
},
{
"p": 0.07151834666728973,
"m": 1.0
},
{
"p": 0.07136470824480057,
"m": 1.0
},
{
"p": 0.07133539766073227,
"m": 1.0
},
{
"p": 0.07144871354103088,
"m": 1.0
},
{
"p": 0.07135358452796936,
"m": 1.0
},
{
"p": 0.07148364186286926,
"m": 1.0
},
{
"p": 0.0714561939239502,
"m": 1.0
},
{
"p": 0.07141105830669403,
"m": 1.0
},
{
"p": 0.07154097408056259,
"m": 1.0
},
{
"p": 0.07155159115791321,
"m": 1.0
},
{
"p": 0.07148957252502441,
"m": 1.0
},
{
"p": 0.07123225182294846,
"m": 1.0
}
]
},
{
"epoch": 45,
"train_loss": 2.632059097290039,
"val_loss": 1.1711010932922363,
"acc": 58.83,
"time": 240.24622278194875,
"mix_dist": 0.5,
"param": [
{
"p": 0.07153449207544327,
"m": 1.0
},
{
"p": 0.07130201905965805,
"m": 1.0
},
{
"p": 0.07141488045454025,
"m": 1.0
},
{
"p": 0.07141530513763428,
"m": 1.0
},
{
"p": 0.07140439748764038,
"m": 1.0
},
{
"p": 0.07136937975883484,
"m": 1.0
},
{
"p": 0.07147200405597687,
"m": 1.0
},
{
"p": 0.07147610187530518,
"m": 1.0
},
{
"p": 0.07143751531839371,
"m": 1.0
},
{
"p": 0.07142908126115799,
"m": 1.0
},
{
"p": 0.07145878672599792,
"m": 1.0
},
{
"p": 0.07140091061592102,
"m": 1.0
},
{
"p": 0.07149983197450638,
"m": 1.0
},
{
"p": 0.07138527184724808,
"m": 1.0
}
]
},
{
"epoch": 46,
"train_loss": 2.069864273071289,
"val_loss": 1.0887788534164429,
"acc": 59.82,
"time": 239.3643978056498,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142199575901031,
"m": 1.0
},
{
"p": 0.07138911634683609,
"m": 1.0
},
{
"p": 0.0714341551065445,
"m": 1.0
},
{
"p": 0.07141323387622833,
"m": 1.0
},
{
"p": 0.07138437777757645,
"m": 1.0
},
{
"p": 0.07135520130395889,
"m": 1.0
},
{
"p": 0.07146047055721283,
"m": 1.0
},
{
"p": 0.0714617371559143,
"m": 1.0
},
{
"p": 0.07145319133996964,
"m": 1.0
},
{
"p": 0.07148223370313644,
"m": 1.0
},
{
"p": 0.07148836553096771,
"m": 1.0
},
{
"p": 0.07143303006887436,
"m": 1.0
},
{
"p": 0.07146339863538742,
"m": 1.0
},
{
"p": 0.07135944813489914,
"m": 1.0
}
]
},
{
"epoch": 47,
"train_loss": 2.7068395614624023,
"val_loss": 1.1951128244400024,
"acc": 60.14,
"time": 240.7236239607446,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143992930650711,
"m": 1.0
},
{
"p": 0.07143191248178482,
"m": 1.0
},
{
"p": 0.07148417830467224,
"m": 1.0
},
{
"p": 0.07140125334262848,
"m": 1.0
},
{
"p": 0.07138314843177795,
"m": 1.0
},
{
"p": 0.07140419632196426,
"m": 1.0
},
{
"p": 0.07151536643505096,
"m": 1.0
},
{
"p": 0.07144594937562943,
"m": 1.0
},
{
"p": 0.07145604491233826,
"m": 1.0
},
{
"p": 0.0714414194226265,
"m": 1.0
},
{
"p": 0.07135065644979477,
"m": 1.0
},
{
"p": 0.07143353670835495,
"m": 1.0
},
{
"p": 0.07147621363401413,
"m": 1.0
},
{
"p": 0.07133626937866211,
"m": 1.0
}
]
},
{
"epoch": 48,
"train_loss": 2.8017125129699707,
"val_loss": 0.9369348883628845,
"acc": 62.52,
"time": 240.36753180716187,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144389301538467,
"m": 1.0
},
{
"p": 0.07140897959470749,
"m": 1.0
},
{
"p": 0.07149357348680496,
"m": 1.0
},
{
"p": 0.0714394673705101,
"m": 1.0
},
{
"p": 0.07137881219387054,
"m": 1.0
},
{
"p": 0.07138311117887497,
"m": 1.0
},
{
"p": 0.071441650390625,
"m": 1.0
},
{
"p": 0.07141093909740448,
"m": 1.0
},
{
"p": 0.071440190076828,
"m": 1.0
},
{
"p": 0.07143646478652954,
"m": 1.0
},
{
"p": 0.07143988460302353,
"m": 1.0
},
{
"p": 0.07146613299846649,
"m": 1.0
},
{
"p": 0.07145196944475174,
"m": 1.0
},
{
"p": 0.07136491686105728,
"m": 1.0
}
]
},
{
"epoch": 49,
"train_loss": 2.246274471282959,
"val_loss": 1.0757331848144531,
"acc": 61.18,
"time": 239.56359231797978,
"mix_dist": 0.5,
"param": [
{
"p": 0.07150327414274216,
"m": 1.0
},
{
"p": 0.07139389216899872,
"m": 1.0
},
{
"p": 0.07149588316679001,
"m": 1.0
},
{
"p": 0.07142964005470276,
"m": 1.0
},
{
"p": 0.07139310985803604,
"m": 1.0
},
{
"p": 0.07138114422559738,
"m": 1.0
},
{
"p": 0.07140383124351501,
"m": 1.0
},
{
"p": 0.0714043602347374,
"m": 1.0
},
{
"p": 0.07136866450309753,
"m": 1.0
},
{
"p": 0.07152309268712997,
"m": 1.0
},
{
"p": 0.07140997797250748,
"m": 1.0
},
{
"p": 0.07142353057861328,
"m": 1.0
},
{
"p": 0.07146035134792328,
"m": 1.0
},
{
"p": 0.07140921801328659,
"m": 1.0
}
]
},
{
"epoch": 50,
"train_loss": 2.57844877243042,
"val_loss": 1.1347436904907227,
"acc": 61.41,
"time": 240.2585807419382,
"mix_dist": 0.5,
"param": [
{
"p": 0.07152249664068222,
"m": 1.0
},
{
"p": 0.07130766659975052,
"m": 1.0
},
{
"p": 0.07146983593702316,
"m": 1.0
},
{
"p": 0.07142002135515213,
"m": 1.0
},
{
"p": 0.0713973268866539,
"m": 1.0
},
{
"p": 0.07139057666063309,
"m": 1.0
},
{
"p": 0.07140293717384338,
"m": 1.0
},
{
"p": 0.07139505445957184,
"m": 1.0
},
{
"p": 0.07141687721014023,
"m": 1.0
},
{
"p": 0.07151778042316437,
"m": 1.0
},
{
"p": 0.07150045782327652,
"m": 1.0
},
{
"p": 0.07149514555931091,
"m": 1.0
},
{
"p": 0.071455217897892,
"m": 1.0
},
{
"p": 0.07130858302116394,
"m": 1.0
}
]
},
{
"epoch": 51,
"train_loss": 2.2437362670898438,
"val_loss": 1.055899977684021,
"acc": 62.48,
"time": 241.75070559512824,
"mix_dist": 0.5,
"param": [
{
"p": 0.07149824500083923,
"m": 1.0
},
{
"p": 0.07129984349012375,
"m": 1.0
},
{
"p": 0.07148271054029465,
"m": 1.0
},
{
"p": 0.07134684175252914,
"m": 1.0
},
{
"p": 0.07138995826244354,
"m": 1.0
},
{
"p": 0.07137490808963776,
"m": 1.0
},
{
"p": 0.07150527089834213,
"m": 1.0
},
{
"p": 0.07145556807518005,
"m": 1.0
},
{
"p": 0.07144123315811157,
"m": 1.0
},
{
"p": 0.07145249098539352,
"m": 1.0
},
{
"p": 0.07141029089689255,
"m": 1.0
},
{
"p": 0.0714818611741066,
"m": 1.0
},
{
"p": 0.07146819680929184,
"m": 1.0
},
{
"p": 0.07139261811971664,
"m": 1.0
}
]
},
{
"epoch": 52,
"train_loss": 2.2878055572509766,
"val_loss": 1.079200029373169,
"acc": 62.89,
"time": 239.95485694799572,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144473493099213,
"m": 1.0
},
{
"p": 0.07145995646715164,
"m": 1.0
},
{
"p": 0.07153213769197464,
"m": 1.0
},
{
"p": 0.07141037285327911,
"m": 1.0
},
{
"p": 0.071355439722538,
"m": 1.0
},
{
"p": 0.07137643545866013,
"m": 1.0
},
{
"p": 0.0714583471417427,
"m": 1.0
},
{
"p": 0.07150246202945709,
"m": 1.0
},
{
"p": 0.07135417312383652,
"m": 1.0
},
{
"p": 0.07140955328941345,
"m": 1.0
},
{
"p": 0.07136725634336472,
"m": 1.0
},
{
"p": 0.07152770459651947,
"m": 1.0
},
{
"p": 0.07147426903247833,
"m": 1.0
},
{
"p": 0.07132717967033386,
"m": 1.0
}
]
},
{
"epoch": 53,
"train_loss": 2.7632579803466797,
"val_loss": 1.0271902084350586,
"acc": 63.0,
"time": 240.6887481007725,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142329961061478,
"m": 1.0
},
{
"p": 0.07146942615509033,
"m": 1.0
},
{
"p": 0.07133520394563675,
"m": 1.0
},
{
"p": 0.07138551771640778,
"m": 1.0
},
{
"p": 0.07132059335708618,
"m": 1.0
},
{
"p": 0.07135877758264542,
"m": 1.0
},
{
"p": 0.07148008048534393,
"m": 1.0
},
{
"p": 0.07148659974336624,
"m": 1.0
},
{
"p": 0.07141973078250885,
"m": 1.0
},
{
"p": 0.07157662510871887,
"m": 1.0
},
{
"p": 0.07144710421562195,
"m": 1.0
},
{
"p": 0.07148190587759018,
"m": 1.0
},
{
"p": 0.07142626494169235,
"m": 1.0
},
{
"p": 0.07138887047767639,
"m": 1.0
}
]
},
{
"epoch": 54,
"train_loss": 2.5766849517822266,
"val_loss": 0.9786316752433777,
"acc": 63.32,
"time": 239.2497754311189,
"mix_dist": 0.5,
"param": [
{
"p": 0.07151178270578384,
"m": 1.0
},
{
"p": 0.07125888764858246,
"m": 1.0
},
{
"p": 0.0714426040649414,
"m": 1.0
},
{
"p": 0.07151831686496735,
"m": 1.0
},
{
"p": 0.0713856965303421,
"m": 1.0
},
{
"p": 0.07141908258199692,
"m": 1.0
},
{
"p": 0.07135996222496033,
"m": 1.0
},
{
"p": 0.0715007558465004,
"m": 1.0
},
{
"p": 0.07142545282840729,
"m": 1.0
},
{
"p": 0.07145804911851883,
"m": 1.0
},
{
"p": 0.07141772657632828,
"m": 1.0
},
{
"p": 0.07143405079841614,
"m": 1.0
},
{
"p": 0.07147487252950668,
"m": 1.0
},
{
"p": 0.07139281183481216,
"m": 1.0
}
]
},
{
"epoch": 55,
"train_loss": 2.3079886436462402,
"val_loss": 1.1115736961364746,
"acc": 61.97,
"time": 240.09480811934918,
"mix_dist": 0.5,
"param": [
{
"p": 0.07149610668420792,
"m": 1.0
},
{
"p": 0.07147059589624405,
"m": 1.0
},
{
"p": 0.07142801582813263,
"m": 1.0
},
{
"p": 0.07134165614843369,
"m": 1.0
},
{
"p": 0.0713561475276947,
"m": 1.0
},
{
"p": 0.07140940427780151,
"m": 1.0
},
{
"p": 0.07145106792449951,
"m": 1.0
},
{
"p": 0.07154667377471924,
"m": 1.0
},
{
"p": 0.07139112055301666,
"m": 1.0
},
{
"p": 0.07142578810453415,
"m": 1.0
},
{
"p": 0.07142049819231033,
"m": 1.0
},
{
"p": 0.07144925743341446,
"m": 1.0
},
{
"p": 0.07144742459058762,
"m": 1.0
},
{
"p": 0.07136623561382294,
"m": 1.0
}
]
},
{
"epoch": 56,
"train_loss": 2.3972725868225098,
"val_loss": 0.9815343022346497,
"acc": 63.32,
"time": 240.10610893834382,
"mix_dist": 0.5,
"param": [
{
"p": 0.07151269912719727,
"m": 1.0
},
{
"p": 0.07136725634336472,
"m": 1.0
},
{
"p": 0.0713578537106514,
"m": 1.0
},
{
"p": 0.07144966721534729,
"m": 1.0
},
{
"p": 0.07142368704080582,
"m": 1.0
},
{
"p": 0.07129881531000137,
"m": 1.0
},
{
"p": 0.07141806185245514,
"m": 1.0
},
{
"p": 0.07139052450656891,
"m": 1.0
},
{
"p": 0.07144012302160263,
"m": 1.0
},
{
"p": 0.07150980830192566,
"m": 1.0
},
{
"p": 0.07140959799289703,
"m": 1.0
},
{
"p": 0.07142460346221924,
"m": 1.0
},
{
"p": 0.0715232640504837,
"m": 1.0
},
{
"p": 0.07147404551506042,
"m": 1.0
}
]
},
{
"epoch": 57,
"train_loss": 2.3083949089050293,
"val_loss": 1.0263473987579346,
"acc": 61.25,
"time": 239.62555524380878,
"mix_dist": 0.5,
"param": [
{
"p": 0.07152415812015533,
"m": 1.0
},
{
"p": 0.07122164219617844,
"m": 1.0
},
{
"p": 0.07153600454330444,
"m": 1.0
},
{
"p": 0.07128628343343735,
"m": 1.0
},
{
"p": 0.07135335355997086,
"m": 1.0
},
{
"p": 0.07152016460895538,
"m": 1.0
},
{
"p": 0.07143865525722504,
"m": 1.0
},
{
"p": 0.07150957733392715,
"m": 1.0
},
{
"p": 0.07141963392496109,
"m": 1.0
},
{
"p": 0.07147392630577087,
"m": 1.0
},
{
"p": 0.07141073048114777,
"m": 1.0
},
{
"p": 0.07153132557868958,
"m": 1.0
},
{
"p": 0.07155626267194748,
"m": 1.0
},
{
"p": 0.07121831178665161,
"m": 1.0
}
]
},
{
"epoch": 58,
"train_loss": 2.261145830154419,
"val_loss": 0.969535231590271,
"acc": 61.94,
"time": 239.8971627280116,
"mix_dist": 0.5,
"param": [
{
"p": 0.07147136330604553,
"m": 1.0
},
{
"p": 0.07141520082950592,
"m": 1.0
},
{
"p": 0.07139185816049576,
"m": 1.0
},
{
"p": 0.07132824510335922,
"m": 1.0
},
{
"p": 0.07120122760534286,
"m": 1.0
},
{
"p": 0.07141125947237015,
"m": 1.0
},
{
"p": 0.07166213542222977,
"m": 1.0
},
{
"p": 0.07147108763456345,
"m": 1.0
},
{
"p": 0.07141295820474625,
"m": 1.0
},
{
"p": 0.07149671018123627,
"m": 1.0
},
{
"p": 0.0714307576417923,
"m": 1.0
},
{
"p": 0.07144813239574432,
"m": 1.0
},
{
"p": 0.07138439267873764,
"m": 1.0
},
{
"p": 0.07147464156150818,
"m": 1.0
}
]
},
{
"epoch": 59,
"train_loss": 2.038759469985962,
"val_loss": 1.003472924232483,
"acc": 65.41,
"time": 240.47042581206188,
"mix_dist": 0.5,
"param": [
{
"p": 0.07151474058628082,
"m": 1.0
},
{
"p": 0.07127635926008224,
"m": 1.0
},
{
"p": 0.0714113712310791,
"m": 1.0
},
{
"p": 0.07147613912820816,
"m": 1.0
},
{
"p": 0.07142244279384613,
"m": 1.0
},
{
"p": 0.07138344645500183,
"m": 1.0
},
{
"p": 0.07145681977272034,
"m": 1.0
},
{
"p": 0.07150024175643921,
"m": 1.0
},
{
"p": 0.07143502682447433,
"m": 1.0
},
{
"p": 0.07138581573963165,
"m": 1.0
},
{
"p": 0.07148367911577225,
"m": 1.0
},
{
"p": 0.07144416868686676,
"m": 1.0
},
{
"p": 0.07145556062459946,
"m": 1.0
},
{
"p": 0.0713542029261589,
"m": 1.0
}
]
},
{
"epoch": 60,
"train_loss": 2.466481924057007,
"val_loss": 0.9729336500167847,
"acc": 65.39,
"time": 239.82739657023922,
"mix_dist": 0.5,
"param": [
{
"p": 0.07150232046842575,
"m": 1.0
},
{
"p": 0.07131920009851456,
"m": 1.0
},
{
"p": 0.07145115733146667,
"m": 1.0
},
{
"p": 0.07147473841905594,
"m": 1.0
},
{
"p": 0.071445032954216,
"m": 1.0
},
{
"p": 0.0713116005063057,
"m": 1.0
},
{
"p": 0.07141494005918503,
"m": 1.0
},
{
"p": 0.07145127654075623,
"m": 1.0
},
{
"p": 0.07140184938907623,
"m": 1.0
},
{
"p": 0.07146947085857391,
"m": 1.0
},
{
"p": 0.07145974040031433,
"m": 1.0
},
{
"p": 0.07141829282045364,
"m": 1.0
},
{
"p": 0.07154577225446701,
"m": 1.0
},
{
"p": 0.07133461534976959,
"m": 1.0
}
]
},
{
"epoch": 61,
"train_loss": 2.2044150829315186,
"val_loss": 0.8680921196937561,
"acc": 65.77,
"time": 239.94546340918168,
"mix_dist": 0.5,
"param": [
{
"p": 0.07153540104627609,
"m": 1.0
},
{
"p": 0.0712389126420021,
"m": 1.0
},
{
"p": 0.07139771431684494,
"m": 1.0
},
{
"p": 0.07142458111047745,
"m": 1.0
},
{
"p": 0.07139890640974045,
"m": 1.0
},
{
"p": 0.07131902128458023,
"m": 1.0
},
{
"p": 0.07144802063703537,
"m": 1.0
},
{
"p": 0.07155129313468933,
"m": 1.0
},
{
"p": 0.07151546329259872,
"m": 1.0
},
{
"p": 0.07140625268220901,
"m": 1.0
},
{
"p": 0.0713600143790245,
"m": 1.0
},
{
"p": 0.0714871808886528,
"m": 1.0
},
{
"p": 0.0714317262172699,
"m": 1.0
},
{
"p": 0.0714854970574379,
"m": 1.0
}
]
},
{
"epoch": 62,
"train_loss": 2.172248363494873,
"val_loss": 0.9724301099777222,
"acc": 65.45,
"time": 239.13857492478564,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143130898475647,
"m": 1.0
},
{
"p": 0.07139869034290314,
"m": 1.0
},
{
"p": 0.07142119854688644,
"m": 1.0
},
{
"p": 0.07142553478479385,
"m": 1.0
},
{
"p": 0.07138124108314514,
"m": 1.0
},
{
"p": 0.07134237885475159,
"m": 1.0
},
{
"p": 0.0714627057313919,
"m": 1.0
},
{
"p": 0.07142023742198944,
"m": 1.0
},
{
"p": 0.0713818222284317,
"m": 1.0
},
{
"p": 0.0714007243514061,
"m": 1.0
},
{
"p": 0.07154156267642975,
"m": 1.0
},
{
"p": 0.07144773006439209,
"m": 1.0
},
{
"p": 0.07145199924707413,
"m": 1.0
},
{
"p": 0.07149285823106766,
"m": 1.0
}
]
},
{
"epoch": 63,
"train_loss": 2.449570655822754,
"val_loss": 1.0388977527618408,
"acc": 66.43,
"time": 238.841266927775,
"mix_dist": 0.5,
"param": [
{
"p": 0.07150188833475113,
"m": 1.0
},
{
"p": 0.07133593410253525,
"m": 1.0
},
{
"p": 0.07141300290822983,
"m": 1.0
},
{
"p": 0.0713522657752037,
"m": 1.0
},
{
"p": 0.07137219607830048,
"m": 1.0
},
{
"p": 0.07137807458639145,
"m": 1.0
},
{
"p": 0.07152779400348663,
"m": 1.0
},
{
"p": 0.07143140584230423,
"m": 1.0
},
{
"p": 0.07130392640829086,
"m": 1.0
},
{
"p": 0.0715440958738327,
"m": 1.0
},
{
"p": 0.07150789350271225,
"m": 1.0
},
{
"p": 0.071468286216259,
"m": 1.0
},
{
"p": 0.07152432203292847,
"m": 1.0
},
{
"p": 0.0713389441370964,
"m": 1.0
}
]
},
{
"epoch": 64,
"train_loss": 2.5255074501037598,
"val_loss": 0.988264262676239,
"acc": 65.04,
"time": 238.94529104419053,
"mix_dist": 0.5,
"param": [
{
"p": 0.07136721909046173,
"m": 1.0
},
{
"p": 0.07128703594207764,
"m": 1.0
},
{
"p": 0.07155302911996841,
"m": 1.0
},
{
"p": 0.07142256945371628,
"m": 1.0
},
{
"p": 0.07135912030935287,
"m": 1.0
},
{
"p": 0.07123538851737976,
"m": 1.0
},
{
"p": 0.0715913251042366,
"m": 1.0
},
{
"p": 0.07155106216669083,
"m": 1.0
},
{
"p": 0.07150019705295563,
"m": 1.0
},
{
"p": 0.07151010632514954,
"m": 1.0
},
{
"p": 0.07149650156497955,
"m": 1.0
},
{
"p": 0.07144730538129807,
"m": 1.0
},
{
"p": 0.07152662426233292,
"m": 1.0
},
{
"p": 0.07115250825881958,
"m": 1.0
}
]
},
{
"epoch": 65,
"train_loss": 2.5011610984802246,
"val_loss": 0.9940895438194275,
"acc": 64.54,
"time": 240.24639001581818,
"mix_dist": 0.5,
"param": [
{
"p": 0.07130257040262222,
"m": 1.0
},
{
"p": 0.07097692042589188,
"m": 1.0
},
{
"p": 0.07145818322896957,
"m": 1.0
},
{
"p": 0.07137538492679596,
"m": 1.0
},
{
"p": 0.0713585838675499,
"m": 1.0
},
{
"p": 0.0714842900633812,
"m": 1.0
},
{
"p": 0.0715518519282341,
"m": 1.0
},
{
"p": 0.07129251211881638,
"m": 1.0
},
{
"p": 0.07166628539562225,
"m": 1.0
},
{
"p": 0.07138850539922714,
"m": 1.0
},
{
"p": 0.07147812843322754,
"m": 1.0
},
{
"p": 0.07154063135385513,
"m": 1.0
},
{
"p": 0.0717107355594635,
"m": 1.0
},
{
"p": 0.07141540199518204,
"m": 1.0
}
]
},
{
"epoch": 66,
"train_loss": 2.1100411415100098,
"val_loss": 0.9726619720458984,
"acc": 66.2,
"time": 240.941835465841,
"mix_dist": 0.5,
"param": [
{
"p": 0.07149133831262589,
"m": 1.0
},
{
"p": 0.07127021998167038,
"m": 1.0
},
{
"p": 0.07139147073030472,
"m": 1.0
},
{
"p": 0.07148463279008865,
"m": 1.0
},
{
"p": 0.07137509435415268,
"m": 1.0
},
{
"p": 0.07131857424974442,
"m": 1.0
},
{
"p": 0.07155860215425491,
"m": 1.0
},
{
"p": 0.07125191390514374,
"m": 1.0
},
{
"p": 0.07135020196437836,
"m": 1.0
},
{
"p": 0.07152610272169113,
"m": 1.0
},
{
"p": 0.07157139480113983,
"m": 1.0
},
{
"p": 0.07151082158088684,
"m": 1.0
},
{
"p": 0.07142218202352524,
"m": 1.0
},
{
"p": 0.07147740572690964,
"m": 1.0
}
]
},
{
"epoch": 67,
"train_loss": 2.1969070434570312,
"val_loss": 0.989518940448761,
"acc": 67.27,
"time": 239.6017370102927,
"mix_dist": 0.5,
"param": [
{
"p": 0.07125400751829147,
"m": 1.0
},
{
"p": 0.07135488092899323,
"m": 1.0
},
{
"p": 0.07147879153490067,
"m": 1.0
},
{
"p": 0.07144614309072495,
"m": 1.0
},
{
"p": 0.07123299688100815,
"m": 1.0
},
{
"p": 0.07132922112941742,
"m": 1.0
},
{
"p": 0.07146108895540237,
"m": 1.0
},
{
"p": 0.07157503813505173,
"m": 1.0
},
{
"p": 0.07136113941669464,
"m": 1.0
},
{
"p": 0.07145260274410248,
"m": 1.0
},
{
"p": 0.07148105651140213,
"m": 1.0
},
{
"p": 0.07160775363445282,
"m": 1.0
},
{
"p": 0.07151596993207932,
"m": 1.0
},
{
"p": 0.07144930958747864,
"m": 1.0
}
]
},
{
"epoch": 68,
"train_loss": 2.4862754344940186,
"val_loss": 0.9269193410873413,
"acc": 67.14,
"time": 239.8767199907452,
"mix_dist": 0.5,
"param": [
{
"p": 0.07140245288610458,
"m": 1.0
},
{
"p": 0.07123512774705887,
"m": 1.0
},
{
"p": 0.07152014970779419,
"m": 1.0
},
{
"p": 0.07140994817018509,
"m": 1.0
},
{
"p": 0.07131922245025635,
"m": 1.0
},
{
"p": 0.07145192474126816,
"m": 1.0
},
{
"p": 0.0714665874838829,
"m": 1.0
},
{
"p": 0.07141310721635818,
"m": 1.0
},
{
"p": 0.07141254097223282,
"m": 1.0
},
{
"p": 0.07151955366134644,
"m": 1.0
},
{
"p": 0.0714518278837204,
"m": 1.0
},
{
"p": 0.07154868543148041,
"m": 1.0
},
{
"p": 0.07139542698860168,
"m": 1.0
},
{
"p": 0.07145336270332336,
"m": 1.0
}
]
},
{
"epoch": 69,
"train_loss": 2.190241813659668,
"val_loss": 0.980320155620575,
"acc": 66.83,
"time": 240.4471200448461,
"mix_dist": 0.5,
"param": [
{
"p": 0.07148510962724686,
"m": 1.0
},
{
"p": 0.07119692116975784,
"m": 1.0
},
{
"p": 0.07165989279747009,
"m": 1.0
},
{
"p": 0.07126197218894958,
"m": 1.0
},
{
"p": 0.07126684486865997,
"m": 1.0
},
{
"p": 0.07144434750080109,
"m": 1.0
},
{
"p": 0.07158013433218002,
"m": 1.0
},
{
"p": 0.07140696048736572,
"m": 1.0
},
{
"p": 0.07145560532808304,
"m": 1.0
},
{
"p": 0.07146424055099487,
"m": 1.0
},
{
"p": 0.07137666642665863,
"m": 1.0
},
{
"p": 0.07163270562887192,
"m": 1.0
},
{
"p": 0.07163064181804657,
"m": 1.0
},
{
"p": 0.07113800197839737,
"m": 1.0
}
]
},
{
"epoch": 70,
"train_loss": 2.251546621322632,
"val_loss": 0.8697328567504883,
"acc": 68.81,
"time": 241.11888046888635,
"mix_dist": 0.5,
"param": [
{
"p": 0.0715148076415062,
"m": 1.0
},
{
"p": 0.07145605236291885,
"m": 1.0
},
{
"p": 0.07136358320713043,
"m": 1.0
},
{
"p": 0.07134926319122314,
"m": 1.0
},
{
"p": 0.0713096633553505,
"m": 1.0
},
{
"p": 0.07135269790887833,
"m": 1.0
},
{
"p": 0.0715131089091301,
"m": 1.0
},
{
"p": 0.07159647345542908,
"m": 1.0
},
{
"p": 0.07146976888179779,
"m": 1.0
},
{
"p": 0.07158612459897995,
"m": 1.0
},
{
"p": 0.07148436456918716,
"m": 1.0
},
{
"p": 0.07132259756326675,
"m": 1.0
},
{
"p": 0.07134543359279633,
"m": 1.0
},
{
"p": 0.07133606821298599,
"m": 1.0
}
]
},
{
"epoch": 71,
"train_loss": 2.188403844833374,
"val_loss": 0.9041860699653625,
"acc": 68.03,
"time": 240.29795318609104,
"mix_dist": 0.5,
"param": [
{
"p": 0.07137391716241837,
"m": 1.0
},
{
"p": 0.07123392820358276,
"m": 1.0
},
{
"p": 0.07143773883581161,
"m": 1.0
},
{
"p": 0.07159310579299927,
"m": 1.0
},
{
"p": 0.07135897129774094,
"m": 1.0
},
{
"p": 0.07155631482601166,
"m": 1.0
},
{
"p": 0.07144907861948013,
"m": 1.0
},
{
"p": 0.07150522619485855,
"m": 1.0
},
{
"p": 0.07134678959846497,
"m": 1.0
},
{
"p": 0.07151392102241516,
"m": 1.0
},
{
"p": 0.0714087039232254,
"m": 1.0
},
{
"p": 0.07141853868961334,
"m": 1.0
},
{
"p": 0.0714966282248497,
"m": 1.0
},
{
"p": 0.07130715250968933,
"m": 1.0
}
]
},
{
"epoch": 72,
"train_loss": 1.9080564975738525,
"val_loss": 0.7715743184089661,
"acc": 68.09,
"time": 240.8143740980886,
"mix_dist": 0.5,
"param": [
{
"p": 0.07150504738092422,
"m": 1.0
},
{
"p": 0.07130149751901627,
"m": 1.0
},
{
"p": 0.07154236733913422,
"m": 1.0
},
{
"p": 0.07136187702417374,
"m": 1.0
},
{
"p": 0.07129315286874771,
"m": 1.0
},
{
"p": 0.07142240554094315,
"m": 1.0
},
{
"p": 0.07141157984733582,
"m": 1.0
},
{
"p": 0.07146286219358444,
"m": 1.0
},
{
"p": 0.07150062918663025,
"m": 1.0
},
{
"p": 0.0715198963880539,
"m": 1.0
},
{
"p": 0.07141825556755066,
"m": 1.0
},
{
"p": 0.07152101397514343,
"m": 1.0
},
{
"p": 0.07137993723154068,
"m": 1.0
},
{
"p": 0.07135947048664093,
"m": 1.0
}
]
},
{
"epoch": 73,
"train_loss": 1.937916874885559,
"val_loss": 1.0069384574890137,
"acc": 67.44,
"time": 238.91803967719898,
"mix_dist": 0.5,
"param": [
{
"p": 0.07163304835557938,
"m": 1.0
},
{
"p": 0.07138822227716446,
"m": 1.0
},
{
"p": 0.07137411087751389,
"m": 1.0
},
{
"p": 0.07147108018398285,
"m": 1.0
},
{
"p": 0.07138549536466599,
"m": 1.0
},
{
"p": 0.07135555893182755,
"m": 1.0
},
{
"p": 0.0713980495929718,
"m": 1.0
},
{
"p": 0.07142060995101929,
"m": 1.0
},
{
"p": 0.0713018998503685,
"m": 1.0
},
{
"p": 0.07168608158826828,
"m": 1.0
},
{
"p": 0.0714280754327774,
"m": 1.0
},
{
"p": 0.07145623862743378,
"m": 1.0
},
{
"p": 0.07148125767707825,
"m": 1.0
},
{
"p": 0.07122030854225159,
"m": 1.0
}
]
},
{
"epoch": 74,
"train_loss": 1.979036569595337,
"val_loss": 0.8398231863975525,
"acc": 67.08,
"time": 241.5460124090314,
"mix_dist": 0.5,
"param": [
{
"p": 0.07161363214254379,
"m": 1.0
},
{
"p": 0.07117286324501038,
"m": 1.0
},
{
"p": 0.07139859348535538,
"m": 1.0
},
{
"p": 0.0714433342218399,
"m": 1.0
},
{
"p": 0.07137830555438995,
"m": 1.0
},
{
"p": 0.07129959017038345,
"m": 1.0
},
{
"p": 0.07145990431308746,
"m": 1.0
},
{
"p": 0.0716414526104927,
"m": 1.0
},
{
"p": 0.07140680402517319,
"m": 1.0
},
{
"p": 0.07150856405496597,
"m": 1.0
},
{
"p": 0.07144320756196976,
"m": 1.0
},
{
"p": 0.07134439051151276,
"m": 1.0
},
{
"p": 0.07151641696691513,
"m": 1.0
},
{
"p": 0.07137296348810196,
"m": 1.0
}
]
},
{
"epoch": 75,
"train_loss": 2.1490955352783203,
"val_loss": 0.9407081007957458,
"acc": 67.23,
"time": 240.03511178400367,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143696397542953,
"m": 1.0
},
{
"p": 0.07164246588945389,
"m": 1.0
},
{
"p": 0.07136556506156921,
"m": 1.0
},
{
"p": 0.07134053856134415,
"m": 1.0
},
{
"p": 0.07137447595596313,
"m": 1.0
},
{
"p": 0.07141406834125519,
"m": 1.0
},
{
"p": 0.07123401761054993,
"m": 1.0
},
{
"p": 0.07132657617330551,
"m": 1.0
},
{
"p": 0.0715695470571518,
"m": 1.0
},
{
"p": 0.07146840542554855,
"m": 1.0
},
{
"p": 0.07147817313671112,
"m": 1.0
},
{
"p": 0.07149399071931839,
"m": 1.0
},
{
"p": 0.07154066860675812,
"m": 1.0
},
{
"p": 0.07131455838680267,
"m": 1.0
}
]
},
{
"epoch": 76,
"train_loss": 1.9503382444381714,
"val_loss": 0.7663366794586182,
"acc": 68.84,
"time": 239.1806828356348,
"mix_dist": 0.5,
"param": [
{
"p": 0.07150548696517944,
"m": 1.0
},
{
"p": 0.07129782438278198,
"m": 1.0
},
{
"p": 0.07134642452001572,
"m": 1.0
},
{
"p": 0.07138419896364212,
"m": 1.0
},
{
"p": 0.07142006605863571,
"m": 1.0
},
{
"p": 0.07127360999584198,
"m": 1.0
},
{
"p": 0.07164139300584793,
"m": 1.0
},
{
"p": 0.07145021855831146,
"m": 1.0
},
{
"p": 0.07152149081230164,
"m": 1.0
},
{
"p": 0.07139185816049576,
"m": 1.0
},
{
"p": 0.0712764635682106,
"m": 1.0
},
{
"p": 0.07150409370660782,
"m": 1.0
},
{
"p": 0.07156986743211746,
"m": 1.0
},
{
"p": 0.071416936814785,
"m": 1.0
}
]
},
{
"epoch": 77,
"train_loss": 1.8161795139312744,
"val_loss": 0.9606897234916687,
"acc": 69.12,
"time": 241.14076936384663,
"mix_dist": 0.5,
"param": [
{
"p": 0.07137879729270935,
"m": 1.0
},
{
"p": 0.0711154192686081,
"m": 1.0
},
{
"p": 0.07161177694797516,
"m": 1.0
},
{
"p": 0.07147745788097382,
"m": 1.0
},
{
"p": 0.0714109018445015,
"m": 1.0
},
{
"p": 0.07147952169179916,
"m": 1.0
},
{
"p": 0.07140260934829712,
"m": 1.0
},
{
"p": 0.07124941796064377,
"m": 1.0
},
{
"p": 0.07145638763904572,
"m": 1.0
},
{
"p": 0.07170042395591736,
"m": 1.0
},
{
"p": 0.071679025888443,
"m": 1.0
},
{
"p": 0.07141555100679398,
"m": 1.0
},
{
"p": 0.07137052714824677,
"m": 1.0
},
{
"p": 0.07125218212604523,
"m": 1.0
}
]
},
{
"epoch": 78,
"train_loss": 1.848846673965454,
"val_loss": 0.8774866461753845,
"acc": 68.23,
"time": 238.79820887278765,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714428499341011,
"m": 1.0
},
{
"p": 0.07118906825780869,
"m": 1.0
},
{
"p": 0.07145237177610397,
"m": 1.0
},
{
"p": 0.07151185721158981,
"m": 1.0
},
{
"p": 0.07127060741186142,
"m": 1.0
},
{
"p": 0.07130052149295807,
"m": 1.0
},
{
"p": 0.07154161483049393,
"m": 1.0
},
{
"p": 0.07152585685253143,
"m": 1.0
},
{
"p": 0.07145856320858002,
"m": 1.0
},
{
"p": 0.07155944406986237,
"m": 1.0
},
{
"p": 0.07141557335853577,
"m": 1.0
},
{
"p": 0.07152999192476273,
"m": 1.0
},
{
"p": 0.07137303054332733,
"m": 1.0
},
{
"p": 0.07142861932516098,
"m": 1.0
}
]
},
{
"epoch": 79,
"train_loss": 1.988640546798706,
"val_loss": 0.930821418762207,
"acc": 68.47,
"time": 240.02602093294263,
"mix_dist": 0.5,
"param": [
{
"p": 0.07132723182439804,
"m": 1.0
},
{
"p": 0.07117937505245209,
"m": 1.0
},
{
"p": 0.07170898467302322,
"m": 1.0
},
{
"p": 0.07151424884796143,
"m": 1.0
},
{
"p": 0.07135692983865738,
"m": 1.0
},
{
"p": 0.0711185559630394,
"m": 1.0
},
{
"p": 0.07142327725887299,
"m": 1.0
},
{
"p": 0.07148522138595581,
"m": 1.0
},
{
"p": 0.07143141329288483,
"m": 1.0
},
{
"p": 0.0715198814868927,
"m": 1.0
},
{
"p": 0.07156610488891602,
"m": 1.0
},
{
"p": 0.0713365450501442,
"m": 1.0
},
{
"p": 0.07153502106666565,
"m": 1.0
},
{
"p": 0.07149714976549149,
"m": 1.0
}
]
},
{
"epoch": 80,
"train_loss": 1.845779299736023,
"val_loss": 1.0505419969558716,
"acc": 67.77,
"time": 239.5331626930274,
"mix_dist": 0.5,
"param": [
{
"p": 0.07163222879171371,
"m": 1.0
},
{
"p": 0.07117503136396408,
"m": 1.0
},
{
"p": 0.07155164331197739,
"m": 1.0
},
{
"p": 0.07150191068649292,
"m": 1.0
},
{
"p": 0.07135272026062012,
"m": 1.0
},
{
"p": 0.07129749655723572,
"m": 1.0
},
{
"p": 0.07132472097873688,
"m": 1.0
},
{
"p": 0.07131484895944595,
"m": 1.0
},
{
"p": 0.07145906984806061,
"m": 1.0
},
{
"p": 0.07164399325847626,
"m": 1.0
},
{
"p": 0.07134068757295609,
"m": 1.0
},
{
"p": 0.07142271101474762,
"m": 1.0
},
{
"p": 0.07161510735750198,
"m": 1.0
},
{
"p": 0.07136781513690948,
"m": 1.0
}
]
},
{
"epoch": 81,
"train_loss": 1.9943251609802246,
"val_loss": 0.792232096195221,
"acc": 69.13,
"time": 240.55420884676278,
"mix_dist": 0.5,
"param": [
{
"p": 0.07129180431365967,
"m": 1.0
},
{
"p": 0.07146435976028442,
"m": 1.0
},
{
"p": 0.07154905796051025,
"m": 1.0
},
{
"p": 0.07148037105798721,
"m": 1.0
},
{
"p": 0.07125803083181381,
"m": 1.0
},
{
"p": 0.07124630361795425,
"m": 1.0
},
{
"p": 0.07137423753738403,
"m": 1.0
},
{
"p": 0.07159697264432907,
"m": 1.0
},
{
"p": 0.07143708318471909,
"m": 1.0
},
{
"p": 0.07148294150829315,
"m": 1.0
},
{
"p": 0.07141875475645065,
"m": 1.0
},
{
"p": 0.07162752002477646,
"m": 1.0
},
{
"p": 0.07138852775096893,
"m": 1.0
},
{
"p": 0.07138408720493317,
"m": 1.0
}
]
},
{
"epoch": 82,
"train_loss": 1.9465415477752686,
"val_loss": 0.7653835415840149,
"acc": 69.73,
"time": 239.96077234996483,
"mix_dist": 0.5,
"param": [
{
"p": 0.07146421074867249,
"m": 1.0
},
{
"p": 0.07151231169700623,
"m": 1.0
},
{
"p": 0.07163342833518982,
"m": 1.0
},
{
"p": 0.07118033617734909,
"m": 1.0
},
{
"p": 0.07138842344284058,
"m": 1.0
},
{
"p": 0.07137438654899597,
"m": 1.0
},
{
"p": 0.07150778919458389,
"m": 1.0
},
{
"p": 0.07134272903203964,
"m": 1.0
},
{
"p": 0.07123808562755585,
"m": 1.0
},
{
"p": 0.07142851501703262,
"m": 1.0
},
{
"p": 0.07147637754678726,
"m": 1.0
},
{
"p": 0.07143895328044891,
"m": 1.0
},
{
"p": 0.07168960571289062,
"m": 1.0
},
{
"p": 0.07132481783628464,
"m": 1.0
}
]
},
{
"epoch": 83,
"train_loss": 1.9485599994659424,
"val_loss": 0.9288657903671265,
"acc": 68.79,
"time": 240.83758581988513,
"mix_dist": 0.5,
"param": [
{
"p": 0.07194045186042786,
"m": 1.0
},
{
"p": 0.07125718891620636,
"m": 1.0
},
{
"p": 0.07126889377832413,
"m": 1.0
},
{
"p": 0.07136721163988113,
"m": 1.0
},
{
"p": 0.07153307646512985,
"m": 1.0
},
{
"p": 0.07142073661088943,
"m": 1.0
},
{
"p": 0.07139307260513306,
"m": 1.0
},
{
"p": 0.07141309976577759,
"m": 1.0
},
{
"p": 0.07144837081432343,
"m": 1.0
},
{
"p": 0.0711892768740654,
"m": 1.0
},
{
"p": 0.07144323736429214,
"m": 1.0
},
{
"p": 0.07148842513561249,
"m": 1.0
},
{
"p": 0.0713072344660759,
"m": 1.0
},
{
"p": 0.07152972370386124,
"m": 1.0
}
]
},
{
"epoch": 84,
"train_loss": 2.0427591800689697,
"val_loss": 0.9114155173301697,
"acc": 69.06,
"time": 240.71911972993985,
"mix_dist": 0.5,
"param": [
{
"p": 0.07150904089212418,
"m": 1.0
},
{
"p": 0.07122203707695007,
"m": 1.0
},
{
"p": 0.07140956819057465,
"m": 1.0
},
{
"p": 0.0713985338807106,
"m": 1.0
},
{
"p": 0.07147862762212753,
"m": 1.0
},
{
"p": 0.07141683995723724,
"m": 1.0
},
{
"p": 0.07112138718366623,
"m": 1.0
},
{
"p": 0.07135078310966492,
"m": 1.0
},
{
"p": 0.07150605320930481,
"m": 1.0
},
{
"p": 0.07144854217767715,
"m": 1.0
},
{
"p": 0.07169897854328156,
"m": 1.0
},
{
"p": 0.07154526561498642,
"m": 1.0
},
{
"p": 0.0715617835521698,
"m": 1.0
},
{
"p": 0.07133252173662186,
"m": 1.0
}
]
},
{
"epoch": 85,
"train_loss": 1.6561921834945679,
"val_loss": 0.9846284985542297,
"acc": 67.11,
"time": 240.13977577304468,
"mix_dist": 0.5,
"param": [
{
"p": 0.07151848822832108,
"m": 1.0
},
{
"p": 0.07142391800880432,
"m": 1.0
},
{
"p": 0.07135942578315735,
"m": 1.0
},
{
"p": 0.07135973870754242,
"m": 1.0
},
{
"p": 0.07157433778047562,
"m": 1.0
},
{
"p": 0.07133925706148148,
"m": 1.0
},
{
"p": 0.07134003937244415,
"m": 1.0
},
{
"p": 0.07143538445234299,
"m": 1.0
},
{
"p": 0.07136379182338715,
"m": 1.0
},
{
"p": 0.07141780853271484,
"m": 1.0
},
{
"p": 0.07154298573732376,
"m": 1.0
},
{
"p": 0.0716111809015274,
"m": 1.0
},
{
"p": 0.0714118480682373,
"m": 1.0
},
{
"p": 0.07130178064107895,
"m": 1.0
}
]
},
{
"epoch": 86,
"train_loss": 1.725306749343872,
"val_loss": 0.8947234153747559,
"acc": 68.78,
"time": 239.29912895383313,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144535332918167,
"m": 1.0
},
{
"p": 0.07118126004934311,
"m": 1.0
},
{
"p": 0.07150299102067947,
"m": 1.0
},
{
"p": 0.07148901373147964,
"m": 1.0
},
{
"p": 0.07135370373725891,
"m": 1.0
},
{
"p": 0.07142140716314316,
"m": 1.0
},
{
"p": 0.07151098549365997,
"m": 1.0
},
{
"p": 0.07141557335853577,
"m": 1.0
},
{
"p": 0.0714324340224266,
"m": 1.0
},
{
"p": 0.071396104991436,
"m": 1.0
},
{
"p": 0.07136573642492294,
"m": 1.0
},
{
"p": 0.07142186164855957,
"m": 1.0
},
{
"p": 0.07151727378368378,
"m": 1.0
},
{
"p": 0.0715462788939476,
"m": 1.0
}
]
},
{
"epoch": 87,
"train_loss": 1.5289983749389648,
"val_loss": 0.7437067031860352,
"acc": 69.58,
"time": 240.2470906022936,
"mix_dist": 0.5,
"param": [
{
"p": 0.0716591328382492,
"m": 1.0
},
{
"p": 0.0713387206196785,
"m": 1.0
},
{
"p": 0.07157251983880997,
"m": 1.0
},
{
"p": 0.07150451838970184,
"m": 1.0
},
{
"p": 0.07114879786968231,
"m": 1.0
},
{
"p": 0.07134316861629486,
"m": 1.0
},
{
"p": 0.07126633822917938,
"m": 1.0
},
{
"p": 0.07140015810728073,
"m": 1.0
},
{
"p": 0.07144858688116074,
"m": 1.0
},
{
"p": 0.07138093560934067,
"m": 1.0
},
{
"p": 0.07138647884130478,
"m": 1.0
},
{
"p": 0.07154664397239685,
"m": 1.0
},
{
"p": 0.07156113535165787,
"m": 1.0
},
{
"p": 0.07144290208816528,
"m": 1.0
}
]
},
{
"epoch": 88,
"train_loss": 1.9333142042160034,
"val_loss": 0.8549255132675171,
"acc": 69.21,
"time": 238.98087725415826,
"mix_dist": 0.5,
"param": [
{
"p": 0.071436807513237,
"m": 1.0
},
{
"p": 0.07135654240846634,
"m": 1.0
},
{
"p": 0.07145658135414124,
"m": 1.0
},
{
"p": 0.0715833306312561,
"m": 1.0
},
{
"p": 0.0711769312620163,
"m": 1.0
},
{
"p": 0.0712817832827568,
"m": 1.0
},
{
"p": 0.07134326547384262,
"m": 1.0
},
{
"p": 0.07135427743196487,
"m": 1.0
},
{
"p": 0.07151216268539429,
"m": 1.0
},
{
"p": 0.07140956819057465,
"m": 1.0
},
{
"p": 0.07146419584751129,
"m": 1.0
},
{
"p": 0.07179813832044601,
"m": 1.0
},
{
"p": 0.07162205874919891,
"m": 1.0
},
{
"p": 0.07120434194803238,
"m": 1.0
}
]
},
{
"epoch": 89,
"train_loss": 1.7371021509170532,
"val_loss": 0.9029930830001831,
"acc": 69.13,
"time": 240.33859050180763,
"mix_dist": 0.5,
"param": [
{
"p": 0.07136937975883484,
"m": 1.0
},
{
"p": 0.07142772525548935,
"m": 1.0
},
{
"p": 0.071233831346035,
"m": 1.0
},
{
"p": 0.07158273458480835,
"m": 1.0
},
{
"p": 0.0712786465883255,
"m": 1.0
},
{
"p": 0.07136671990156174,
"m": 1.0
},
{
"p": 0.07156679034233093,
"m": 1.0
},
{
"p": 0.07142101228237152,
"m": 1.0
},
{
"p": 0.07153800874948502,
"m": 1.0
},
{
"p": 0.07148531079292297,
"m": 1.0
},
{
"p": 0.07156006991863251,
"m": 1.0
},
{
"p": 0.07135707139968872,
"m": 1.0
},
{
"p": 0.071454256772995,
"m": 1.0
},
{
"p": 0.07135839015245438,
"m": 1.0
}
]
},
{
"epoch": 90,
"train_loss": 1.9648994207382202,
"val_loss": 0.8606884479522705,
"acc": 69.07,
"time": 240.3330498500727,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143999636173248,
"m": 1.0
},
{
"p": 0.07143816351890564,
"m": 1.0
},
{
"p": 0.07137031108140945,
"m": 1.0
},
{
"p": 0.07144930213689804,
"m": 1.0
},
{
"p": 0.0712539404630661,
"m": 1.0
},
{
"p": 0.07134655117988586,
"m": 1.0
},
{
"p": 0.07149697840213776,
"m": 1.0
},
{
"p": 0.07154221832752228,
"m": 1.0
},
{
"p": 0.07145946472883224,
"m": 1.0
},
{
"p": 0.071446493268013,
"m": 1.0
},
{
"p": 0.07140615582466125,
"m": 1.0
},
{
"p": 0.07153429836034775,
"m": 1.0
},
{
"p": 0.07155385613441467,
"m": 1.0
},
{
"p": 0.07126227021217346,
"m": 1.0
}
]
},
{
"epoch": 91,
"train_loss": 1.7689248323440552,
"val_loss": 0.8866624236106873,
"acc": 69.73,
"time": 241.25262510124594,
"mix_dist": 0.5,
"param": [
{
"p": 0.07137971371412277,
"m": 1.0
},
{
"p": 0.07129088044166565,
"m": 1.0
},
{
"p": 0.07157579064369202,
"m": 1.0
},
{
"p": 0.0713825598359108,
"m": 1.0
},
{
"p": 0.07136303931474686,
"m": 1.0
},
{
"p": 0.0712365061044693,
"m": 1.0
},
{
"p": 0.07145578414201736,
"m": 1.0
},
{
"p": 0.07160551846027374,
"m": 1.0
},
{
"p": 0.07132512331008911,
"m": 1.0
},
{
"p": 0.0713835284113884,
"m": 1.0
},
{
"p": 0.07136658579111099,
"m": 1.0
},
{
"p": 0.07137639075517654,
"m": 1.0
},
{
"p": 0.07177843898534775,
"m": 1.0
},
{
"p": 0.07148012518882751,
"m": 1.0
}
]
},
{
"epoch": 92,
"train_loss": 1.769159197807312,
"val_loss": 0.8123262524604797,
"acc": 69.0,
"time": 239.970115612261,
"mix_dist": 0.5,
"param": [
{
"p": 0.07157569378614426,
"m": 1.0
},
{
"p": 0.07133709639310837,
"m": 1.0
},
{
"p": 0.07131475955247879,
"m": 1.0
},
{
"p": 0.07143436372280121,
"m": 1.0
},
{
"p": 0.0713813453912735,
"m": 1.0
},
{
"p": 0.07130356132984161,
"m": 1.0
},
{
"p": 0.07163207232952118,
"m": 1.0
},
{
"p": 0.0712270513176918,
"m": 1.0
},
{
"p": 0.07146862149238586,
"m": 1.0
},
{
"p": 0.07152722030878067,
"m": 1.0
},
{
"p": 0.07126332074403763,
"m": 1.0
},
{
"p": 0.07142088562250137,
"m": 1.0
},
{
"p": 0.07134152203798294,
"m": 1.0
},
{
"p": 0.07177246361970901,
"m": 1.0
}
]
},
{
"epoch": 93,
"train_loss": 1.958264946937561,
"val_loss": 0.9126450419425964,
"acc": 69.13,
"time": 241.49676308501512,
"mix_dist": 0.5,
"param": [
{
"p": 0.07145753502845764,
"m": 1.0
},
{
"p": 0.07156652957201004,
"m": 1.0
},
{
"p": 0.07134673744440079,
"m": 1.0
},
{
"p": 0.07156112790107727,
"m": 1.0
},
{
"p": 0.07151440531015396,
"m": 1.0
},
{
"p": 0.07107315212488174,
"m": 1.0
},
{
"p": 0.071429543197155,
"m": 1.0
},
{
"p": 0.07149723172187805,
"m": 1.0
},
{
"p": 0.07149277627468109,
"m": 1.0
},
{
"p": 0.07140306383371353,
"m": 1.0
},
{
"p": 0.07147552818059921,
"m": 1.0
},
{
"p": 0.07150504738092422,
"m": 1.0
},
{
"p": 0.07146843522787094,
"m": 1.0
},
{
"p": 0.07120883464813232,
"m": 1.0
}
]
},
{
"epoch": 94,
"train_loss": 1.439020037651062,
"val_loss": 0.8723968267440796,
"acc": 68.51,
"time": 240.3588250176981,
"mix_dist": 0.5,
"param": [
{
"p": 0.07148965448141098,
"m": 1.0
},
{
"p": 0.0710563063621521,
"m": 1.0
},
{
"p": 0.07145795226097107,
"m": 1.0
},
{
"p": 0.07148817181587219,
"m": 1.0
},
{
"p": 0.07144620269536972,
"m": 1.0
},
{
"p": 0.07118868082761765,
"m": 1.0
},
{
"p": 0.07135547697544098,
"m": 1.0
},
{
"p": 0.07137835770845413,
"m": 1.0
},
{
"p": 0.0716032087802887,
"m": 1.0
},
{
"p": 0.07148877531290054,
"m": 1.0
},
{
"p": 0.0714532732963562,
"m": 1.0
},
{
"p": 0.0717034637928009,
"m": 1.0
},
{
"p": 0.07155473530292511,
"m": 1.0
},
{
"p": 0.07133573293685913,
"m": 1.0
}
]
},
{
"epoch": 95,
"train_loss": 1.7072148323059082,
"val_loss": 0.8996009230613708,
"acc": 70.91,
"time": 241.9110295297578,
"mix_dist": 0.5,
"param": [
{
"p": 0.07140370458364487,
"m": 1.0
},
{
"p": 0.071367546916008,
"m": 1.0
},
{
"p": 0.0714268684387207,
"m": 1.0
},
{
"p": 0.07132858037948608,
"m": 1.0
},
{
"p": 0.0713864266872406,
"m": 1.0
},
{
"p": 0.07135431468486786,
"m": 1.0
},
{
"p": 0.07148553431034088,
"m": 1.0
},
{
"p": 0.07143161445856094,
"m": 1.0
},
{
"p": 0.07150010764598846,
"m": 1.0
},
{
"p": 0.07140014320611954,
"m": 1.0
},
{
"p": 0.07147394120693207,
"m": 1.0
},
{
"p": 0.0714852586388588,
"m": 1.0
},
{
"p": 0.07150247693061829,
"m": 1.0
},
{
"p": 0.07145348191261292,
"m": 1.0
}
]
},
{
"epoch": 96,
"train_loss": 1.824637770652771,
"val_loss": 0.8232836127281189,
"acc": 70.8,
"time": 240.5666575897485,
"mix_dist": 0.5,
"param": [
{
"p": 0.07146985828876495,
"m": 1.0
},
{
"p": 0.07135817408561707,
"m": 1.0
},
{
"p": 0.07147489488124847,
"m": 1.0
},
{
"p": 0.07143965363502502,
"m": 1.0
},
{
"p": 0.07118995487689972,
"m": 1.0
},
{
"p": 0.07131580263376236,
"m": 1.0
},
{
"p": 0.07134316116571426,
"m": 1.0
},
{
"p": 0.07153436541557312,
"m": 1.0
},
{
"p": 0.0715503841638565,
"m": 1.0
},
{
"p": 0.07147938013076782,
"m": 1.0
},
{
"p": 0.07152401655912399,
"m": 1.0
},
{
"p": 0.0713864415884018,
"m": 1.0
},
{
"p": 0.07144906371831894,
"m": 1.0
},
{
"p": 0.07148485630750656,
"m": 1.0
}
]
},
{
"epoch": 97,
"train_loss": 1.8127118349075317,
"val_loss": 0.9575672149658203,
"acc": 69.83,
"time": 239.58075884683058,
"mix_dist": 0.5,
"param": [
{
"p": 0.0715319812297821,
"m": 1.0
},
{
"p": 0.07145337015390396,
"m": 1.0
},
{
"p": 0.07126595079898834,
"m": 1.0
},
{
"p": 0.07131194323301315,
"m": 1.0
},
{
"p": 0.07126840204000473,
"m": 1.0
},
{
"p": 0.07118327915668488,
"m": 1.0
},
{
"p": 0.07170011103153229,
"m": 1.0
},
{
"p": 0.07135875523090363,
"m": 1.0
},
{
"p": 0.07123880833387375,
"m": 1.0
},
{
"p": 0.07156777381896973,
"m": 1.0
},
{
"p": 0.07154126465320587,
"m": 1.0
},
{
"p": 0.07163553684949875,
"m": 1.0
},
{
"p": 0.07144287973642349,
"m": 1.0
},
{
"p": 0.07149991393089294,
"m": 1.0
}
]
},
{
"epoch": 98,
"train_loss": 1.4771021604537964,
"val_loss": 0.9036866426467896,
"acc": 70.41,
"time": 240.39979038434103,
"mix_dist": 0.5,
"param": [
{
"p": 0.07150941342115402,
"m": 1.0
},
{
"p": 0.07131151854991913,
"m": 1.0
},
{
"p": 0.07149793952703476,
"m": 1.0
},
{
"p": 0.07147812843322754,
"m": 1.0
},
{
"p": 0.07133282721042633,
"m": 1.0
},
{
"p": 0.07115861773490906,
"m": 1.0
},
{
"p": 0.0713488906621933,
"m": 1.0
},
{
"p": 0.07136944681406021,
"m": 1.0
},
{
"p": 0.0713447779417038,
"m": 1.0
},
{
"p": 0.07162147015333176,
"m": 1.0
},
{
"p": 0.07179080694913864,
"m": 1.0
},
{
"p": 0.07156865298748016,
"m": 1.0
},
{
"p": 0.07135145366191864,
"m": 1.0
},
{
"p": 0.07131601870059967,
"m": 1.0
}
]
},
{
"epoch": 99,
"train_loss": 1.5533298254013062,
"val_loss": 0.9896878004074097,
"acc": 69.3,
"time": 239.4513159347698,
"mix_dist": 0.5,
"param": [
{
"p": 0.07156748324632645,
"m": 1.0
},
{
"p": 0.07118082046508789,
"m": 1.0
},
{
"p": 0.07124240696430206,
"m": 1.0
},
{
"p": 0.0717540755867958,
"m": 1.0
},
{
"p": 0.07139621675014496,
"m": 1.0
},
{
"p": 0.071628637611866,
"m": 1.0
},
{
"p": 0.07162001729011536,
"m": 1.0
},
{
"p": 0.071398064494133,
"m": 1.0
},
{
"p": 0.071394182741642,
"m": 1.0
},
{
"p": 0.071016326546669,
"m": 1.0
},
{
"p": 0.07146207988262177,
"m": 1.0
},
{
"p": 0.07154830545186996,
"m": 1.0
},
{
"p": 0.07142923027276993,
"m": 1.0
},
{
"p": 0.07136216014623642,
"m": 1.0
}
]
},
{
"epoch": 100,
"train_loss": 2.044708728790283,
"val_loss": 0.8019376993179321,
"acc": 70.57,
"time": 239.73586031608284,
"mix_dist": 0.5,
"param": [
{
"p": 0.07146240770816803,
"m": 1.0
},
{
"p": 0.07144170999526978,
"m": 1.0
},
{
"p": 0.07148594409227371,
"m": 1.0
},
{
"p": 0.0714738517999649,
"m": 1.0
},
{
"p": 0.07131797820329666,
"m": 1.0
},
{
"p": 0.07109970599412918,
"m": 1.0
},
{
"p": 0.0715022012591362,
"m": 1.0
},
{
"p": 0.0713844820857048,
"m": 1.0
},
{
"p": 0.07135818153619766,
"m": 1.0
},
{
"p": 0.07144641131162643,
"m": 1.0
},
{
"p": 0.07153630256652832,
"m": 1.0
},
{
"p": 0.07156042009592056,
"m": 1.0
},
{
"p": 0.07141958177089691,
"m": 1.0
},
{
"p": 0.07151082158088684,
"m": 1.0
}
]
},
{
"epoch": 101,
"train_loss": 2.0125062465667725,
"val_loss": 0.9556158185005188,
"acc": 69.48,
"time": 240.3097870820202,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143445312976837,
"m": 1.0
},
{
"p": 0.07120806723833084,
"m": 1.0
},
{
"p": 0.07113305479288101,
"m": 1.0
},
{
"p": 0.07156337797641754,
"m": 1.0
},
{
"p": 0.07134128361940384,
"m": 1.0
},
{
"p": 0.07105562090873718,
"m": 1.0
},
{
"p": 0.07169105112552643,
"m": 1.0
},
{
"p": 0.07140669226646423,
"m": 1.0
},
{
"p": 0.07149461656808853,
"m": 1.0
},
{
"p": 0.07160079479217529,
"m": 1.0
},
{
"p": 0.07152470201253891,
"m": 1.0
},
{
"p": 0.07165466994047165,
"m": 1.0
},
{
"p": 0.07153172045946121,
"m": 1.0
},
{
"p": 0.07135993242263794,
"m": 1.0
}
]
},
{
"epoch": 102,
"train_loss": 1.5501738786697388,
"val_loss": 0.8613733649253845,
"acc": 69.98,
"time": 240.29853038396686,
"mix_dist": 0.5,
"param": [
{
"p": 0.07156306505203247,
"m": 1.0
},
{
"p": 0.07156036049127579,
"m": 1.0
},
{
"p": 0.07129109650850296,
"m": 1.0
},
{
"p": 0.07122620940208435,
"m": 1.0
},
{
"p": 0.07127358019351959,
"m": 1.0
},
{
"p": 0.07125259190797806,
"m": 1.0
},
{
"p": 0.07115443050861359,
"m": 1.0
},
{
"p": 0.07159924507141113,
"m": 1.0
},
{
"p": 0.07142568379640579,
"m": 1.0
},
{
"p": 0.07168073952198029,
"m": 1.0
},
{
"p": 0.07149405777454376,
"m": 1.0
},
{
"p": 0.07153676450252533,
"m": 1.0
},
{
"p": 0.07152952998876572,
"m": 1.0
},
{
"p": 0.07141268253326416,
"m": 1.0
}
]
},
{
"epoch": 103,
"train_loss": 1.6979938745498657,
"val_loss": 0.8266096711158752,
"acc": 70.7,
"time": 239.88884221343324,
"mix_dist": 0.5,
"param": [
{
"p": 0.07147884368896484,
"m": 1.0
},
{
"p": 0.07117676734924316,
"m": 1.0
},
{
"p": 0.07145886868238449,
"m": 1.0
},
{
"p": 0.0715210810303688,
"m": 1.0
},
{
"p": 0.07154479622840881,
"m": 1.0
},
{
"p": 0.07130209356546402,
"m": 1.0
},
{
"p": 0.07171498239040375,
"m": 1.0
},
{
"p": 0.07120469212532043,
"m": 1.0
},
{
"p": 0.07112354040145874,
"m": 1.0
},
{
"p": 0.07150427252054214,
"m": 1.0
},
{
"p": 0.07152765244245529,
"m": 1.0
},
{
"p": 0.07168983668088913,
"m": 1.0
},
{
"p": 0.07144376635551453,
"m": 1.0
},
{
"p": 0.07130878418684006,
"m": 1.0
}
]
},
{
"epoch": 104,
"train_loss": 1.5770350694656372,
"val_loss": 0.9776447415351868,
"acc": 70.69,
"time": 240.78168829763308,
"mix_dist": 0.5,
"param": [
{
"p": 0.07170144468545914,
"m": 1.0
},
{
"p": 0.07112272828817368,
"m": 1.0
},
{
"p": 0.07128795236349106,
"m": 1.0
},
{
"p": 0.07147403061389923,
"m": 1.0
},
{
"p": 0.07126707583665848,
"m": 1.0
},
{
"p": 0.07140233367681503,
"m": 1.0
},
{
"p": 0.07151767611503601,
"m": 1.0
},
{
"p": 0.07148481160402298,
"m": 1.0
},
{
"p": 0.07159117609262466,
"m": 1.0
},
{
"p": 0.0713363066315651,
"m": 1.0
},
{
"p": 0.071419358253479,
"m": 1.0
},
{
"p": 0.07162211090326309,
"m": 1.0
},
{
"p": 0.0712478905916214,
"m": 1.0
},
{
"p": 0.07152512669563293,
"m": 1.0
}
]
},
{
"epoch": 105,
"train_loss": 1.8207813501358032,
"val_loss": 1.0191408395767212,
"acc": 68.86,
"time": 240.15467318100855,
"mix_dist": 0.5,
"param": [
{
"p": 0.07154491543769836,
"m": 1.0
},
{
"p": 0.07146308571100235,
"m": 1.0
},
{
"p": 0.07154888659715652,
"m": 1.0
},
{
"p": 0.07139039784669876,
"m": 1.0
},
{
"p": 0.07130364328622818,
"m": 1.0
},
{
"p": 0.07146680355072021,
"m": 1.0
},
{
"p": 0.07136998325586319,
"m": 1.0
},
{
"p": 0.07133328914642334,
"m": 1.0
},
{
"p": 0.07143652439117432,
"m": 1.0
},
{
"p": 0.07141758501529694,
"m": 1.0
},
{
"p": 0.0714515894651413,
"m": 1.0
},
{
"p": 0.07137478142976761,
"m": 1.0
},
{
"p": 0.07146205753087997,
"m": 1.0
},
{
"p": 0.07143644988536835,
"m": 1.0
}
]
},
{
"epoch": 106,
"train_loss": 1.7547475099563599,
"val_loss": 0.9217929840087891,
"acc": 68.94,
"time": 240.44743949268013,
"mix_dist": 0.5,
"param": [
{
"p": 0.07154945284128189,
"m": 1.0
},
{
"p": 0.07133907824754715,
"m": 1.0
},
{
"p": 0.07135964184999466,
"m": 1.0
},
{
"p": 0.0713188424706459,
"m": 1.0
},
{
"p": 0.07128266990184784,
"m": 1.0
},
{
"p": 0.07134383916854858,
"m": 1.0
},
{
"p": 0.07172410190105438,
"m": 1.0
},
{
"p": 0.07163956016302109,
"m": 1.0
},
{
"p": 0.07150264084339142,
"m": 1.0
},
{
"p": 0.07131122797727585,
"m": 1.0
},
{
"p": 0.07155729830265045,
"m": 1.0
},
{
"p": 0.07164137065410614,
"m": 1.0
},
{
"p": 0.07143943756818771,
"m": 1.0
},
{
"p": 0.07099080085754395,
"m": 1.0
}
]
},
{
"epoch": 107,
"train_loss": 1.5665216445922852,
"val_loss": 0.8749566674232483,
"acc": 71.53,
"time": 239.3058335701935,
"mix_dist": 0.5,
"param": [
{
"p": 0.07139498740434647,
"m": 1.0
},
{
"p": 0.0713440477848053,
"m": 1.0
},
{
"p": 0.07110518962144852,
"m": 1.0
},
{
"p": 0.07141255587339401,
"m": 1.0
},
{
"p": 0.0711866244673729,
"m": 1.0
},
{
"p": 0.07138381898403168,
"m": 1.0
},
{
"p": 0.07166580855846405,
"m": 1.0
},
{
"p": 0.07173219323158264,
"m": 1.0
},
{
"p": 0.07146689295768738,
"m": 1.0
},
{
"p": 0.07148703932762146,
"m": 1.0
},
{
"p": 0.0714830830693245,
"m": 1.0
},
{
"p": 0.07155747711658478,
"m": 1.0
},
{
"p": 0.07136580348014832,
"m": 1.0
},
{
"p": 0.07141443341970444,
"m": 1.0
}
]
},
{
"epoch": 108,
"train_loss": 1.4258430004119873,
"val_loss": 0.8540419340133667,
"acc": 71.92,
"time": 240.6876220512204,
"mix_dist": 0.5,
"param": [
{
"p": 0.07150977849960327,
"m": 1.0
},
{
"p": 0.07126005738973618,
"m": 1.0
},
{
"p": 0.0716145932674408,
"m": 1.0
},
{
"p": 0.07156308740377426,
"m": 1.0
},
{
"p": 0.07136604189872742,
"m": 1.0
},
{
"p": 0.07134599983692169,
"m": 1.0
},
{
"p": 0.07123277336359024,
"m": 1.0
},
{
"p": 0.07140158861875534,
"m": 1.0
},
{
"p": 0.07150346785783768,
"m": 1.0
},
{
"p": 0.07139784097671509,
"m": 1.0
},
{
"p": 0.07149459421634674,
"m": 1.0
},
{
"p": 0.07152567058801651,
"m": 1.0
},
{
"p": 0.07140672951936722,
"m": 1.0
},
{
"p": 0.07137773931026459,
"m": 1.0
}
]
},
{
"epoch": 109,
"train_loss": 1.5164072513580322,
"val_loss": 0.8802670240402222,
"acc": 70.68,
"time": 241.5413269060664,
"mix_dist": 0.5,
"param": [
{
"p": 0.07166165113449097,
"m": 1.0
},
{
"p": 0.07118764519691467,
"m": 1.0
},
{
"p": 0.07162202149629593,
"m": 1.0
},
{
"p": 0.0712626576423645,
"m": 1.0
},
{
"p": 0.07151561230421066,
"m": 1.0
},
{
"p": 0.07127315551042557,
"m": 1.0
},
{
"p": 0.07143222540616989,
"m": 1.0
},
{
"p": 0.07136654108762741,
"m": 1.0
},
{
"p": 0.07141745090484619,
"m": 1.0
},
{
"p": 0.07139023393392563,
"m": 1.0
},
{
"p": 0.07155496627092361,
"m": 1.0
},
{
"p": 0.07143419235944748,
"m": 1.0
},
{
"p": 0.07149866968393326,
"m": 1.0
},
{
"p": 0.07138300687074661,
"m": 1.0
}
]
},
{
"epoch": 110,
"train_loss": 1.6234943866729736,
"val_loss": 0.7784895896911621,
"acc": 71.2,
"time": 240.9007917982526,
"mix_dist": 0.5,
"param": [
{
"p": 0.07160809636116028,
"m": 1.0
},
{
"p": 0.07114807516336441,
"m": 1.0
},
{
"p": 0.07145384699106216,
"m": 1.0
},
{
"p": 0.07137447595596313,
"m": 1.0
},
{
"p": 0.07136794179677963,
"m": 1.0
},
{
"p": 0.07124830037355423,
"m": 1.0
},
{
"p": 0.07145098596811295,
"m": 1.0
},
{
"p": 0.07132218778133392,
"m": 1.0
},
{
"p": 0.0715237408876419,
"m": 1.0
},
{
"p": 0.07162071019411087,
"m": 1.0
},
{
"p": 0.07145889103412628,
"m": 1.0
},
{
"p": 0.07174227386713028,
"m": 1.0
},
{
"p": 0.07138126343488693,
"m": 1.0
},
{
"p": 0.0712992250919342,
"m": 1.0
}
]
},
{
"epoch": 111,
"train_loss": 1.3104990720748901,
"val_loss": 0.7952343225479126,
"acc": 71.24,
"time": 240.39805407775566,
"mix_dist": 0.5,
"param": [
{
"p": 0.07159572839736938,
"m": 1.0
},
{
"p": 0.0714494064450264,
"m": 1.0
},
{
"p": 0.07170864194631577,
"m": 1.0
},
{
"p": 0.07132449001073837,
"m": 1.0
},
{
"p": 0.07142119109630585,
"m": 1.0
},
{
"p": 0.07117228209972382,
"m": 1.0
},
{
"p": 0.0714544802904129,
"m": 1.0
},
{
"p": 0.071718730032444,
"m": 1.0
},
{
"p": 0.0713479071855545,
"m": 1.0
},
{
"p": 0.07117427885532379,
"m": 1.0
},
{
"p": 0.07143678516149521,
"m": 1.0
},
{
"p": 0.07170070707798004,
"m": 1.0
},
{
"p": 0.07118474692106247,
"m": 1.0
},
{
"p": 0.0713106244802475,
"m": 1.0
}
]
},
{
"epoch": 112,
"train_loss": 1.8678947687149048,
"val_loss": 0.924263596534729,
"acc": 70.37,
"time": 240.2884942428209,
"mix_dist": 0.5,
"param": [
{
"p": 0.0715114176273346,
"m": 1.0
},
{
"p": 0.07140054553747177,
"m": 1.0
},
{
"p": 0.07169543951749802,
"m": 1.0
},
{
"p": 0.07155001163482666,
"m": 1.0
},
{
"p": 0.07125505805015564,
"m": 1.0
},
{
"p": 0.07139956951141357,
"m": 1.0
},
{
"p": 0.07157684862613678,
"m": 1.0
},
{
"p": 0.07126609981060028,
"m": 1.0
},
{
"p": 0.07145004719495773,
"m": 1.0
},
{
"p": 0.07137784361839294,
"m": 1.0
},
{
"p": 0.07144460827112198,
"m": 1.0
},
{
"p": 0.07136611640453339,
"m": 1.0
},
{
"p": 0.07152566313743591,
"m": 1.0
},
{
"p": 0.07118070125579834,
"m": 1.0
}
]
},
{
"epoch": 113,
"train_loss": 1.4668571949005127,
"val_loss": 0.8119595646858215,
"acc": 70.14,
"time": 241.65403035702184,
"mix_dist": 0.5,
"param": [
{
"p": 0.0715857520699501,
"m": 1.0
},
{
"p": 0.07126817107200623,
"m": 1.0
},
{
"p": 0.07181932032108307,
"m": 1.0
},
{
"p": 0.07135157287120819,
"m": 1.0
},
{
"p": 0.07112807780504227,
"m": 1.0
},
{
"p": 0.07111901789903641,
"m": 1.0
},
{
"p": 0.07147357612848282,
"m": 1.0
},
{
"p": 0.07120487093925476,
"m": 1.0
},
{
"p": 0.07141654938459396,
"m": 1.0
},
{
"p": 0.0715707466006279,
"m": 1.0
},
{
"p": 0.07143435627222061,
"m": 1.0
},
{
"p": 0.07128334045410156,
"m": 1.0
},
{
"p": 0.07182629406452179,
"m": 1.0
},
{
"p": 0.07151830196380615,
"m": 1.0
}
]
},
{
"epoch": 114,
"train_loss": 1.6602915525436401,
"val_loss": 0.8259599804878235,
"acc": 71.23,
"time": 239.972660377156,
"mix_dist": 0.5,
"param": [
{
"p": 0.07147122919559479,
"m": 1.0
},
{
"p": 0.07125131040811539,
"m": 1.0
},
{
"p": 0.07149665057659149,
"m": 1.0
},
{
"p": 0.0714990496635437,
"m": 1.0
},
{
"p": 0.0716058611869812,
"m": 1.0
},
{
"p": 0.07125020772218704,
"m": 1.0
},
{
"p": 0.07143270969390869,
"m": 1.0
},
{
"p": 0.07115694880485535,
"m": 1.0
},
{
"p": 0.071465864777565,
"m": 1.0
},
{
"p": 0.07142861932516098,
"m": 1.0
},
{
"p": 0.07140849530696869,
"m": 1.0
},
{
"p": 0.07157640159130096,
"m": 1.0
},
{
"p": 0.0713621973991394,
"m": 1.0
},
{
"p": 0.07159443199634552,
"m": 1.0
}
]
},
{
"epoch": 115,
"train_loss": 1.4429351091384888,
"val_loss": 0.810522735118866,
"acc": 70.46,
"time": 241.1176831126213,
"mix_dist": 0.5,
"param": [
{
"p": 0.07153546065092087,
"m": 1.0
},
{
"p": 0.07129334658384323,
"m": 1.0
},
{
"p": 0.07117629051208496,
"m": 1.0
},
{
"p": 0.07156791538000107,
"m": 1.0
},
{
"p": 0.07147591561079025,
"m": 1.0
},
{
"p": 0.0714288130402565,
"m": 1.0
},
{
"p": 0.07152476906776428,
"m": 1.0
},
{
"p": 0.07133251428604126,
"m": 1.0
},
{
"p": 0.07152358442544937,
"m": 1.0
},
{
"p": 0.07142514735460281,
"m": 1.0
},
{
"p": 0.0712619498372078,
"m": 1.0
},
{
"p": 0.0715152770280838,
"m": 1.0
},
{
"p": 0.07146842032670975,
"m": 1.0
},
{
"p": 0.07147056609392166,
"m": 1.0
}
]
},
{
"epoch": 116,
"train_loss": 1.4686822891235352,
"val_loss": 0.8833683133125305,
"acc": 70.63,
"time": 240.34587168786675,
"mix_dist": 0.5,
"param": [
{
"p": 0.07140456140041351,
"m": 1.0
},
{
"p": 0.07137560844421387,
"m": 1.0
},
{
"p": 0.07113312929868698,
"m": 1.0
},
{
"p": 0.07143501192331314,
"m": 1.0
},
{
"p": 0.07154097408056259,
"m": 1.0
},
{
"p": 0.07122782617807388,
"m": 1.0
},
{
"p": 0.0713992789387703,
"m": 1.0
},
{
"p": 0.07170961052179337,
"m": 1.0
},
{
"p": 0.07134364545345306,
"m": 1.0
},
{
"p": 0.07128816097974777,
"m": 1.0
},
{
"p": 0.07148057222366333,
"m": 1.0
},
{
"p": 0.0716332346200943,
"m": 1.0
},
{
"p": 0.07162706553936005,
"m": 1.0
},
{
"p": 0.07140133529901505,
"m": 1.0
}
]
},
{
"epoch": 117,
"train_loss": 1.6409484148025513,
"val_loss": 0.7817988991737366,
"acc": 72.3,
"time": 240.94450491666794,
"mix_dist": 0.5,
"param": [
{
"p": 0.07153927534818649,
"m": 1.0
},
{
"p": 0.07109905779361725,
"m": 1.0
},
{
"p": 0.0712919756770134,
"m": 1.0
},
{
"p": 0.07115613669157028,
"m": 1.0
},
{
"p": 0.07148747146129608,
"m": 1.0
},
{
"p": 0.07132532447576523,
"m": 1.0
},
{
"p": 0.07165255397558212,
"m": 1.0
},
{
"p": 0.07151947170495987,
"m": 1.0
},
{
"p": 0.07118844985961914,
"m": 1.0
},
{
"p": 0.07169660925865173,
"m": 1.0
},
{
"p": 0.07142540067434311,
"m": 1.0
},
{
"p": 0.07141899317502975,
"m": 1.0
},
{
"p": 0.07158754765987396,
"m": 1.0
},
{
"p": 0.07161172479391098,
"m": 1.0
}
]
},
{
"epoch": 118,
"train_loss": 1.6460078954696655,
"val_loss": 0.773421049118042,
"acc": 71.43,
"time": 240.90369252115488,
"mix_dist": 0.5,
"param": [
{
"p": 0.07140808552503586,
"m": 1.0
},
{
"p": 0.07132630050182343,
"m": 1.0
},
{
"p": 0.07160215079784393,
"m": 1.0
},
{
"p": 0.0715625137090683,
"m": 1.0
},
{
"p": 0.07141724228858948,
"m": 1.0
},
{
"p": 0.07117215543985367,
"m": 1.0
},
{
"p": 0.07139619439840317,
"m": 1.0
},
{
"p": 0.07139261066913605,
"m": 1.0
},
{
"p": 0.07154643535614014,
"m": 1.0
},
{
"p": 0.0714806467294693,
"m": 1.0
},
{
"p": 0.07155103236436844,
"m": 1.0
},
{
"p": 0.07144483178853989,
"m": 1.0
},
{
"p": 0.07142215967178345,
"m": 1.0
},
{
"p": 0.0712776631116867,
"m": 1.0
}
]
},
{
"epoch": 119,
"train_loss": 1.8861339092254639,
"val_loss": 0.817250669002533,
"acc": 71.12,
"time": 240.94402568088844,
"mix_dist": 0.5,
"param": [
{
"p": 0.071593277156353,
"m": 1.0
},
{
"p": 0.07116919010877609,
"m": 1.0
},
{
"p": 0.07174041122198105,
"m": 1.0
},
{
"p": 0.07132739573717117,
"m": 1.0
},
{
"p": 0.07137293368577957,
"m": 1.0
},
{
"p": 0.07128453254699707,
"m": 1.0
},
{
"p": 0.07132134586572647,
"m": 1.0
},
{
"p": 0.07150980085134506,
"m": 1.0
},
{
"p": 0.07134364545345306,
"m": 1.0
},
{
"p": 0.07152514904737473,
"m": 1.0
},
{
"p": 0.07123769819736481,
"m": 1.0
},
{
"p": 0.07168249040842056,
"m": 1.0
},
{
"p": 0.07156112790107727,
"m": 1.0
},
{
"p": 0.07133100181818008,
"m": 1.0
}
]
},
{
"epoch": 120,
"train_loss": 1.5752246379852295,
"val_loss": 0.7073362469673157,
"acc": 71.22,
"time": 240.06922472687438,
"mix_dist": 0.5,
"param": [
{
"p": 0.071465402841568,
"m": 1.0
},
{
"p": 0.07125602662563324,
"m": 1.0
},
{
"p": 0.07142341881990433,
"m": 1.0
},
{
"p": 0.07159080356359482,
"m": 1.0
},
{
"p": 0.07136678695678711,
"m": 1.0
},
{
"p": 0.07126279920339584,
"m": 1.0
},
{
"p": 0.07126349955797195,
"m": 1.0
},
{
"p": 0.07158589363098145,
"m": 1.0
},
{
"p": 0.0715877041220665,
"m": 1.0
},
{
"p": 0.07139959931373596,
"m": 1.0
},
{
"p": 0.07144146412611008,
"m": 1.0
},
{
"p": 0.07163380831480026,
"m": 1.0
},
{
"p": 0.0713747888803482,
"m": 1.0
},
{
"p": 0.07134798914194107,
"m": 1.0
}
]
},
{
"epoch": 121,
"train_loss": 1.4076108932495117,
"val_loss": 0.8023720383644104,
"acc": 70.8,
"time": 239.7971832472831,
"mix_dist": 0.5,
"param": [
{
"p": 0.07129016518592834,
"m": 1.0
},
{
"p": 0.07128485292196274,
"m": 1.0
},
{
"p": 0.07141287624835968,
"m": 1.0
},
{
"p": 0.07159656286239624,
"m": 1.0
},
{
"p": 0.07133454084396362,
"m": 1.0
},
{
"p": 0.07122586667537689,
"m": 1.0
},
{
"p": 0.07154474407434464,
"m": 1.0
},
{
"p": 0.07156655192375183,
"m": 1.0
},
{
"p": 0.07147115468978882,
"m": 1.0
},
{
"p": 0.07164304703474045,
"m": 1.0
},
{
"p": 0.0717071071267128,
"m": 1.0
},
{
"p": 0.07155048847198486,
"m": 1.0
},
{
"p": 0.07112137973308563,
"m": 1.0
},
{
"p": 0.07125062495470047,
"m": 1.0
}
]
},
{
"epoch": 122,
"train_loss": 1.500818133354187,
"val_loss": 0.9290255904197693,
"acc": 71.15,
"time": 239.8090533982031,
"mix_dist": 0.5,
"param": [
{
"p": 0.07158701121807098,
"m": 1.0
},
{
"p": 0.07136034965515137,
"m": 1.0
},
{
"p": 0.07172758877277374,
"m": 1.0
},
{
"p": 0.07119794934988022,
"m": 1.0
},
{
"p": 0.07124468684196472,
"m": 1.0
},
{
"p": 0.07090862840414047,
"m": 1.0
},
{
"p": 0.07156825065612793,
"m": 1.0
},
{
"p": 0.07137888669967651,
"m": 1.0
},
{
"p": 0.0714496448636055,
"m": 1.0
},
{
"p": 0.07154348492622375,
"m": 1.0
},
{
"p": 0.07152863591909409,
"m": 1.0
},
{
"p": 0.07152853161096573,
"m": 1.0
},
{
"p": 0.07145863026380539,
"m": 1.0
},
{
"p": 0.07151774317026138,
"m": 1.0
}
]
},
{
"epoch": 123,
"train_loss": 1.8185949325561523,
"val_loss": 0.8387002348899841,
"acc": 71.0,
"time": 241.3073769863695,
"mix_dist": 0.5,
"param": [
{
"p": 0.07135771960020065,
"m": 1.0
},
{
"p": 0.07136204093694687,
"m": 1.0
},
{
"p": 0.07157052308320999,
"m": 1.0
},
{
"p": 0.07166500389575958,
"m": 1.0
},
{
"p": 0.07130397111177444,
"m": 1.0
},
{
"p": 0.07110738009214401,
"m": 1.0
},
{
"p": 0.07134991884231567,
"m": 1.0
},
{
"p": 0.07152170687913895,
"m": 1.0
},
{
"p": 0.07139480859041214,
"m": 1.0
},
{
"p": 0.07143816351890564,
"m": 1.0
},
{
"p": 0.07174833863973618,
"m": 1.0
},
{
"p": 0.07136350125074387,
"m": 1.0
},
{
"p": 0.07151858508586884,
"m": 1.0
},
{
"p": 0.07129837572574615,
"m": 1.0
}
]
},
{
"epoch": 124,
"train_loss": 1.7019691467285156,
"val_loss": 0.7207365036010742,
"acc": 72.64,
"time": 239.49889136198908,
"mix_dist": 0.5,
"param": [
{
"p": 0.07150901108980179,
"m": 1.0
},
{
"p": 0.07129974663257599,
"m": 1.0
},
{
"p": 0.07143820077180862,
"m": 1.0
},
{
"p": 0.07155301421880722,
"m": 1.0
},
{
"p": 0.07148847728967667,
"m": 1.0
},
{
"p": 0.07097895443439484,
"m": 1.0
},
{
"p": 0.0712338462471962,
"m": 1.0
},
{
"p": 0.07118260115385056,
"m": 1.0
},
{
"p": 0.07166881859302521,
"m": 1.0
},
{
"p": 0.07179614156484604,
"m": 1.0
},
{
"p": 0.0713367760181427,
"m": 1.0
},
{
"p": 0.0714917853474617,
"m": 1.0
},
{
"p": 0.07153944671154022,
"m": 1.0
},
{
"p": 0.07148319482803345,
"m": 1.0
}
]
},
{
"epoch": 125,
"train_loss": 1.429141640663147,
"val_loss": 0.7527034878730774,
"acc": 71.27,
"time": 240.02270534494892,
"mix_dist": 0.5,
"param": [
{
"p": 0.07123193889856339,
"m": 1.0
},
{
"p": 0.07133553922176361,
"m": 1.0
},
{
"p": 0.07149688154459,
"m": 1.0
},
{
"p": 0.0713118389248848,
"m": 1.0
},
{
"p": 0.07128138095140457,
"m": 1.0
},
{
"p": 0.07123558223247528,
"m": 1.0
},
{
"p": 0.07141894847154617,
"m": 1.0
},
{
"p": 0.07149925827980042,
"m": 1.0
},
{
"p": 0.07155366986989975,
"m": 1.0
},
{
"p": 0.071418397128582,
"m": 1.0
},
{
"p": 0.07148892432451248,
"m": 1.0
},
{
"p": 0.07142980396747589,
"m": 1.0
},
{
"p": 0.07156901806592941,
"m": 1.0
},
{
"p": 0.07172883301973343,
"m": 1.0
}
]
},
{
"epoch": 126,
"train_loss": 1.4622406959533691,
"val_loss": 0.8254203796386719,
"acc": 71.4,
"time": 240.22916162619367,
"mix_dist": 0.5,
"param": [
{
"p": 0.0717143639922142,
"m": 1.0
},
{
"p": 0.07134205102920532,
"m": 1.0
},
{
"p": 0.0716501846909523,
"m": 1.0
},
{
"p": 0.07122762501239777,
"m": 1.0
},
{
"p": 0.07150712609291077,
"m": 1.0
},
{
"p": 0.07095012068748474,
"m": 1.0
},
{
"p": 0.0714537650346756,
"m": 1.0
},
{
"p": 0.07152362167835236,
"m": 1.0
},
{
"p": 0.0712202936410904,
"m": 1.0
},
{
"p": 0.0718291625380516,
"m": 1.0
},
{
"p": 0.0710693746805191,
"m": 1.0
},
{
"p": 0.07159731537103653,
"m": 1.0
},
{
"p": 0.07164324074983597,
"m": 1.0
},
{
"p": 0.07127171754837036,
"m": 1.0
}
]
},
{
"epoch": 127,
"train_loss": 1.308688998222351,
"val_loss": 0.8092358112335205,
"acc": 72.07,
"time": 239.58685901202261,
"mix_dist": 0.5,
"param": [
{
"p": 0.07157421112060547,
"m": 1.0
},
{
"p": 0.07139916718006134,
"m": 1.0
},
{
"p": 0.07141009718179703,
"m": 1.0
},
{
"p": 0.0714387372136116,
"m": 1.0
},
{
"p": 0.07169762998819351,
"m": 1.0
},
{
"p": 0.07122260332107544,
"m": 1.0
},
{
"p": 0.07099204510450363,
"m": 1.0
},
{
"p": 0.07164166867733002,
"m": 1.0
},
{
"p": 0.07150309532880783,
"m": 1.0
},
{
"p": 0.07125629484653473,
"m": 1.0
},
{
"p": 0.07162249833345413,
"m": 1.0
},
{
"p": 0.07153596729040146,
"m": 1.0
},
{
"p": 0.07160386443138123,
"m": 1.0
},
{
"p": 0.07110218703746796,
"m": 1.0
}
]
},
{
"epoch": 128,
"train_loss": 1.6338156461715698,
"val_loss": 0.8265608549118042,
"acc": 71.69,
"time": 239.43364645680413,
"mix_dist": 0.5,
"param": [
{
"p": 0.07147882133722305,
"m": 1.0
},
{
"p": 0.07117056846618652,
"m": 1.0
},
{
"p": 0.07154487818479538,
"m": 1.0
},
{
"p": 0.07151828706264496,
"m": 1.0
},
{
"p": 0.07131671160459518,
"m": 1.0
},
{
"p": 0.07112084329128265,
"m": 1.0
},
{
"p": 0.07101936638355255,
"m": 1.0
},
{
"p": 0.0714300349354744,
"m": 1.0
},
{
"p": 0.07156837731599808,
"m": 1.0
},
{
"p": 0.07172523438930511,
"m": 1.0
},
{
"p": 0.07135890424251556,
"m": 1.0
},
{
"p": 0.07149206846952438,
"m": 1.0
},
{
"p": 0.07196926325559616,
"m": 1.0
},
{
"p": 0.07128668576478958,
"m": 1.0
}
]
},
{
"epoch": 129,
"train_loss": 1.473717451095581,
"val_loss": 0.7507654428482056,
"acc": 71.44,
"time": 240.29612323874608,
"mix_dist": 0.5,
"param": [
{
"p": 0.07130544632673264,
"m": 1.0
},
{
"p": 0.07146409153938293,
"m": 1.0
},
{
"p": 0.07128243148326874,
"m": 1.0
},
{
"p": 0.07147321850061417,
"m": 1.0
},
{
"p": 0.07144905626773834,
"m": 1.0
},
{
"p": 0.0712757557630539,
"m": 1.0
},
{
"p": 0.07145112752914429,
"m": 1.0
},
{
"p": 0.07159224152565002,
"m": 1.0
},
{
"p": 0.07144711166620255,
"m": 1.0
},
{
"p": 0.07140085101127625,
"m": 1.0
},
{
"p": 0.07152469456195831,
"m": 1.0
},
{
"p": 0.0716019794344902,
"m": 1.0
},
{
"p": 0.07124492526054382,
"m": 1.0
},
{
"p": 0.07148710638284683,
"m": 1.0
}
]
},
{
"epoch": 130,
"train_loss": 1.4603618383407593,
"val_loss": 0.8303722143173218,
"acc": 71.43,
"time": 240.75060022901744,
"mix_dist": 0.5,
"param": [
{
"p": 0.0716971829533577,
"m": 1.0
},
{
"p": 0.07110915333032608,
"m": 1.0
},
{
"p": 0.07128773629665375,
"m": 1.0
},
{
"p": 0.07152655720710754,
"m": 1.0
},
{
"p": 0.07149779051542282,
"m": 1.0
},
{
"p": 0.07163655757904053,
"m": 1.0
},
{
"p": 0.0716448575258255,
"m": 1.0
},
{
"p": 0.07152314484119415,
"m": 1.0
},
{
"p": 0.07128763198852539,
"m": 1.0
},
{
"p": 0.07143448293209076,
"m": 1.0
},
{
"p": 0.07117261737585068,
"m": 1.0
},
{
"p": 0.07159708440303802,
"m": 1.0
},
{
"p": 0.07128354161977768,
"m": 1.0
},
{
"p": 0.07130162417888641,
"m": 1.0
}
]
},
{
"epoch": 131,
"train_loss": 1.6521904468536377,
"val_loss": 0.8911004662513733,
"acc": 72.16,
"time": 240.49848304502666,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144381105899811,
"m": 1.0
},
{
"p": 0.07130394130945206,
"m": 1.0
},
{
"p": 0.07133094221353531,
"m": 1.0
},
{
"p": 0.07157300412654877,
"m": 1.0
},
{
"p": 0.0715758427977562,
"m": 1.0
},
{
"p": 0.07116362452507019,
"m": 1.0
},
{
"p": 0.0712711438536644,
"m": 1.0
},
{
"p": 0.07153131067752838,
"m": 1.0
},
{
"p": 0.0714397057890892,
"m": 1.0
},
{
"p": 0.07124532759189606,
"m": 1.0
},
{
"p": 0.07155190408229828,
"m": 1.0
},
{
"p": 0.0715060830116272,
"m": 1.0
},
{
"p": 0.07146009802818298,
"m": 1.0
},
{
"p": 0.07160326093435287,
"m": 1.0
}
]
},
{
"epoch": 132,
"train_loss": 1.6683762073516846,
"val_loss": 0.8560216426849365,
"acc": 72.5,
"time": 240.58744046185166,
"mix_dist": 0.5,
"param": [
{
"p": 0.07131066918373108,
"m": 1.0
},
{
"p": 0.07101228088140488,
"m": 1.0
},
{
"p": 0.07138381898403168,
"m": 1.0
},
{
"p": 0.07138046622276306,
"m": 1.0
},
{
"p": 0.07144463062286377,
"m": 1.0
},
{
"p": 0.07161884009838104,
"m": 1.0
},
{
"p": 0.07143913209438324,
"m": 1.0
},
{
"p": 0.07144417613744736,
"m": 1.0
},
{
"p": 0.07139087468385696,
"m": 1.0
},
{
"p": 0.07147675007581711,
"m": 1.0
},
{
"p": 0.07147572934627533,
"m": 1.0
},
{
"p": 0.07147407531738281,
"m": 1.0
},
{
"p": 0.07168666273355484,
"m": 1.0
},
{
"p": 0.07146191596984863,
"m": 1.0
}
]
},
{
"epoch": 133,
"train_loss": 1.3801345825195312,
"val_loss": 0.7286282777786255,
"acc": 71.99,
"time": 240.72092575300485,
"mix_dist": 0.5,
"param": [
{
"p": 0.0717313140630722,
"m": 1.0
},
{
"p": 0.07142335921525955,
"m": 1.0
},
{
"p": 0.07135629653930664,
"m": 1.0
},
{
"p": 0.07132522016763687,
"m": 1.0
},
{
"p": 0.07132706046104431,
"m": 1.0
},
{
"p": 0.07115314155817032,
"m": 1.0
},
{
"p": 0.07138500362634659,
"m": 1.0
},
{
"p": 0.07160747051239014,
"m": 1.0
},
{
"p": 0.07147173583507538,
"m": 1.0
},
{
"p": 0.07151689380407333,
"m": 1.0
},
{
"p": 0.07126516103744507,
"m": 1.0
},
{
"p": 0.07140142470598221,
"m": 1.0
},
{
"p": 0.07152380794286728,
"m": 1.0
},
{
"p": 0.07151217013597488,
"m": 1.0
}
]
},
{
"epoch": 134,
"train_loss": 1.5564239025115967,
"val_loss": 0.8119165897369385,
"acc": 72.28,
"time": 240.1266176137142,
"mix_dist": 0.5,
"param": [
{
"p": 0.07145894318819046,
"m": 1.0
},
{
"p": 0.07125101238489151,
"m": 1.0
},
{
"p": 0.07162253558635712,
"m": 1.0
},
{
"p": 0.07117912173271179,
"m": 1.0
},
{
"p": 0.07121679931879044,
"m": 1.0
},
{
"p": 0.07116366922855377,
"m": 1.0
},
{
"p": 0.07152044773101807,
"m": 1.0
},
{
"p": 0.07153992354869843,
"m": 1.0
},
{
"p": 0.07160358875989914,
"m": 1.0
},
{
"p": 0.07165122032165527,
"m": 1.0
},
{
"p": 0.07146371901035309,
"m": 1.0
},
{
"p": 0.07134072482585907,
"m": 1.0
},
{
"p": 0.07160568982362747,
"m": 1.0
},
{
"p": 0.07138261944055557,
"m": 1.0
}
]
},
{
"epoch": 135,
"train_loss": 1.5959490537643433,
"val_loss": 0.8659388422966003,
"acc": 72.66,
"time": 239.37606092635542,
"mix_dist": 0.5,
"param": [
{
"p": 0.07168634980916977,
"m": 1.0
},
{
"p": 0.07143278419971466,
"m": 1.0
},
{
"p": 0.07136278599500656,
"m": 1.0
},
{
"p": 0.0709715485572815,
"m": 1.0
},
{
"p": 0.07180710136890411,
"m": 1.0
},
{
"p": 0.07133308798074722,
"m": 1.0
},
{
"p": 0.07159165292978287,
"m": 1.0
},
{
"p": 0.07131779193878174,
"m": 1.0
},
{
"p": 0.07126075029373169,
"m": 1.0
},
{
"p": 0.07143371552228928,
"m": 1.0
},
{
"p": 0.07148893177509308,
"m": 1.0
},
{
"p": 0.07135859876871109,
"m": 1.0
},
{
"p": 0.07150490581989288,
"m": 1.0
},
{
"p": 0.07145003229379654,
"m": 1.0
}
]
},
{
"epoch": 136,
"train_loss": 1.462561845779419,
"val_loss": 0.8881739377975464,
"acc": 71.97,
"time": 240.00955044617876,
"mix_dist": 0.5,
"param": [
{
"p": 0.07156438380479813,
"m": 1.0
},
{
"p": 0.07150623202323914,
"m": 1.0
},
{
"p": 0.07149530947208405,
"m": 1.0
},
{
"p": 0.0714239776134491,
"m": 1.0
},
{
"p": 0.07129701972007751,
"m": 1.0
},
{
"p": 0.07113981992006302,
"m": 1.0
},
{
"p": 0.07125671207904816,
"m": 1.0
},
{
"p": 0.07132606208324432,
"m": 1.0
},
{
"p": 0.07126280665397644,
"m": 1.0
},
{
"p": 0.07159025967121124,
"m": 1.0
},
{
"p": 0.07157246023416519,
"m": 1.0
},
{
"p": 0.07144653797149658,
"m": 1.0
},
{
"p": 0.0714910551905632,
"m": 1.0
},
{
"p": 0.07162734121084213,
"m": 1.0
}
]
},
{
"epoch": 137,
"train_loss": 1.5004496574401855,
"val_loss": 0.7882981896400452,
"acc": 70.98,
"time": 240.81766357598826,
"mix_dist": 0.5,
"param": [
{
"p": 0.07134467363357544,
"m": 1.0
},
{
"p": 0.07115405052900314,
"m": 1.0
},
{
"p": 0.07150831818580627,
"m": 1.0
},
{
"p": 0.07136270403862,
"m": 1.0
},
{
"p": 0.07143133133649826,
"m": 1.0
},
{
"p": 0.07123170793056488,
"m": 1.0
},
{
"p": 0.07170501351356506,
"m": 1.0
},
{
"p": 0.07132115960121155,
"m": 1.0
},
{
"p": 0.0714820846915245,
"m": 1.0
},
{
"p": 0.07135085016489029,
"m": 1.0
},
{
"p": 0.07144929468631744,
"m": 1.0
},
{
"p": 0.07166774570941925,
"m": 1.0
},
{
"p": 0.07182180881500244,
"m": 1.0
},
{
"p": 0.07116921246051788,
"m": 1.0
}
]
},
{
"epoch": 138,
"train_loss": 1.8071608543395996,
"val_loss": 0.7617149949073792,
"acc": 72.75,
"time": 240.0548432227224,
"mix_dist": 0.5,
"param": [
{
"p": 0.07151386886835098,
"m": 1.0
},
{
"p": 0.07151737809181213,
"m": 1.0
},
{
"p": 0.07136917859315872,
"m": 1.0
},
{
"p": 0.07128030806779861,
"m": 1.0
},
{
"p": 0.07112760841846466,
"m": 1.0
},
{
"p": 0.07171875983476639,
"m": 1.0
},
{
"p": 0.07116547226905823,
"m": 1.0
},
{
"p": 0.07147862017154694,
"m": 1.0
},
{
"p": 0.07147113233804703,
"m": 1.0
},
{
"p": 0.07167552411556244,
"m": 1.0
},
{
"p": 0.07137410342693329,
"m": 1.0
},
{
"p": 0.07144119590520859,
"m": 1.0
},
{
"p": 0.07166934013366699,
"m": 1.0
},
{
"p": 0.0711975023150444,
"m": 1.0
}
]
},
{
"epoch": 139,
"train_loss": 1.5647914409637451,
"val_loss": 0.7501873970031738,
"acc": 72.44,
"time": 240.54666681494564,
"mix_dist": 0.5,
"param": [
{
"p": 0.07166163623332977,
"m": 1.0
},
{
"p": 0.07140955328941345,
"m": 1.0
},
{
"p": 0.07124242186546326,
"m": 1.0
},
{
"p": 0.07169360667467117,
"m": 1.0
},
{
"p": 0.07144631445407867,
"m": 1.0
},
{
"p": 0.07106740027666092,
"m": 1.0
},
{
"p": 0.0711020827293396,
"m": 1.0
},
{
"p": 0.0715995728969574,
"m": 1.0
},
{
"p": 0.07161404937505722,
"m": 1.0
},
{
"p": 0.07142374664545059,
"m": 1.0
},
{
"p": 0.07148442417383194,
"m": 1.0
},
{
"p": 0.0714615136384964,
"m": 1.0
},
{
"p": 0.07151421904563904,
"m": 1.0
},
{
"p": 0.07127949595451355,
"m": 1.0
}
]
},
{
"epoch": 140,
"train_loss": 1.3093775510787964,
"val_loss": 0.775460958480835,
"acc": 71.73,
"time": 239.94975634198636,
"mix_dist": 0.5,
"param": [
{
"p": 0.07135220617055893,
"m": 1.0
},
{
"p": 0.07136175781488419,
"m": 1.0
},
{
"p": 0.07151179760694504,
"m": 1.0
},
{
"p": 0.0712328851222992,
"m": 1.0
},
{
"p": 0.0716419517993927,
"m": 1.0
},
{
"p": 0.07126874476671219,
"m": 1.0
},
{
"p": 0.07137935608625412,
"m": 1.0
},
{
"p": 0.07146983593702316,
"m": 1.0
},
{
"p": 0.07144918292760849,
"m": 1.0
},
{
"p": 0.07149551808834076,
"m": 1.0
},
{
"p": 0.07136978954076767,
"m": 1.0
},
{
"p": 0.07142194360494614,
"m": 1.0
},
{
"p": 0.07149498164653778,
"m": 1.0
},
{
"p": 0.07155006378889084,
"m": 1.0
}
]
},
{
"epoch": 141,
"train_loss": 1.4082562923431396,
"val_loss": 0.8891268968582153,
"acc": 72.16,
"time": 240.4708250751719,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714515894651413,
"m": 1.0
},
{
"p": 0.07099498808383942,
"m": 1.0
},
{
"p": 0.07131942361593246,
"m": 1.0
},
{
"p": 0.07120277732610703,
"m": 1.0
},
{
"p": 0.07127377390861511,
"m": 1.0
},
{
"p": 0.07164912670850754,
"m": 1.0
},
{
"p": 0.07167517393827438,
"m": 1.0
},
{
"p": 0.07133671641349792,
"m": 1.0
},
{
"p": 0.07141006737947464,
"m": 1.0
},
{
"p": 0.07120721787214279,
"m": 1.0
},
{
"p": 0.07162755727767944,
"m": 1.0
},
{
"p": 0.07136760652065277,
"m": 1.0
},
{
"p": 0.07168173044919968,
"m": 1.0
},
{
"p": 0.07180222868919373,
"m": 1.0
}
]
},
{
"epoch": 142,
"train_loss": 1.5033849477767944,
"val_loss": 0.7172025442123413,
"acc": 72.95,
"time": 240.7487440421246,
"mix_dist": 0.5,
"param": [
{
"p": 0.07155324518680573,
"m": 1.0
},
{
"p": 0.07134656608104706,
"m": 1.0
},
{
"p": 0.07137997448444366,
"m": 1.0
},
{
"p": 0.07144716382026672,
"m": 1.0
},
{
"p": 0.0713210180401802,
"m": 1.0
},
{
"p": 0.07145561277866364,
"m": 1.0
},
{
"p": 0.07140183448791504,
"m": 1.0
},
{
"p": 0.07124927639961243,
"m": 1.0
},
{
"p": 0.07157626748085022,
"m": 1.0
},
{
"p": 0.07130686193704605,
"m": 1.0
},
{
"p": 0.07128658890724182,
"m": 1.0
},
{
"p": 0.07138646394014359,
"m": 1.0
},
{
"p": 0.07150647044181824,
"m": 1.0
},
{
"p": 0.07178264111280441,
"m": 1.0
}
]
},
{
"epoch": 143,
"train_loss": 1.3171131610870361,
"val_loss": 0.8102018237113953,
"acc": 71.11,
"time": 239.71918827900663,
"mix_dist": 0.5,
"param": [
{
"p": 0.0715007334947586,
"m": 1.0
},
{
"p": 0.07145775854587555,
"m": 1.0
},
{
"p": 0.07148410379886627,
"m": 1.0
},
{
"p": 0.0714573860168457,
"m": 1.0
},
{
"p": 0.07132017612457275,
"m": 1.0
},
{
"p": 0.07139648497104645,
"m": 1.0
},
{
"p": 0.07152727991342545,
"m": 1.0
},
{
"p": 0.07155465334653854,
"m": 1.0
},
{
"p": 0.07134964317083359,
"m": 1.0
},
{
"p": 0.07150296866893768,
"m": 1.0
},
{
"p": 0.07143666595220566,
"m": 1.0
},
{
"p": 0.0715772807598114,
"m": 1.0
},
{
"p": 0.07143133133649826,
"m": 1.0
},
{
"p": 0.07100355625152588,
"m": 1.0
}
]
},
{
"epoch": 144,
"train_loss": 1.5439527034759521,
"val_loss": 0.7724123001098633,
"acc": 72.63,
"time": 240.43305907631293,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142595201730728,
"m": 1.0
},
{
"p": 0.07118035107851028,
"m": 1.0
},
{
"p": 0.07158645987510681,
"m": 1.0
},
{
"p": 0.07144376635551453,
"m": 1.0
},
{
"p": 0.07134135812520981,
"m": 1.0
},
{
"p": 0.07135563343763351,
"m": 1.0
},
{
"p": 0.0714384913444519,
"m": 1.0
},
{
"p": 0.07142408937215805,
"m": 1.0
},
{
"p": 0.07153820991516113,
"m": 1.0
},
{
"p": 0.07149422913789749,
"m": 1.0
},
{
"p": 0.0714782252907753,
"m": 1.0
},
{
"p": 0.07148261368274689,
"m": 1.0
},
{
"p": 0.0715206190943718,
"m": 1.0
},
{
"p": 0.07128993421792984,
"m": 1.0
}
]
},
{
"epoch": 145,
"train_loss": 1.4067723751068115,
"val_loss": 0.7197545766830444,
"acc": 73.19,
"time": 240.23589015565813,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144109904766083,
"m": 1.0
},
{
"p": 0.07127340137958527,
"m": 1.0
},
{
"p": 0.0714312270283699,
"m": 1.0
},
{
"p": 0.07164052873849869,
"m": 1.0
},
{
"p": 0.07116258889436722,
"m": 1.0
},
{
"p": 0.07132839411497116,
"m": 1.0
},
{
"p": 0.07161091268062592,
"m": 1.0
},
{
"p": 0.07137878984212875,
"m": 1.0
},
{
"p": 0.07155849784612656,
"m": 1.0
},
{
"p": 0.07135586440563202,
"m": 1.0
},
{
"p": 0.07137414813041687,
"m": 1.0
},
{
"p": 0.0716070681810379,
"m": 1.0
},
{
"p": 0.07134810090065002,
"m": 1.0
},
{
"p": 0.07148934155702591,
"m": 1.0
}
]
},
{
"epoch": 146,
"train_loss": 1.600353717803955,
"val_loss": 0.8734525442123413,
"acc": 71.93,
"time": 240.4926034216769,
"mix_dist": 0.5,
"param": [
{
"p": 0.0715518444776535,
"m": 1.0
},
{
"p": 0.07126007229089737,
"m": 1.0
},
{
"p": 0.07153216749429703,
"m": 1.0
},
{
"p": 0.07117469608783722,
"m": 1.0
},
{
"p": 0.07136213779449463,
"m": 1.0
},
{
"p": 0.07142796367406845,
"m": 1.0
},
{
"p": 0.0713408961892128,
"m": 1.0
},
{
"p": 0.0712689682841301,
"m": 1.0
},
{
"p": 0.07187293469905853,
"m": 1.0
},
{
"p": 0.07145063579082489,
"m": 1.0
},
{
"p": 0.07123884558677673,
"m": 1.0
},
{
"p": 0.07148860394954681,
"m": 1.0
},
{
"p": 0.07165977358818054,
"m": 1.0
},
{
"p": 0.0713704377412796,
"m": 1.0
}
]
},
{
"epoch": 147,
"train_loss": 1.4392489194869995,
"val_loss": 0.7671059966087341,
"acc": 72.12,
"time": 241.61204305524006,
"mix_dist": 0.5,
"param": [
{
"p": 0.07119602710008621,
"m": 1.0
},
{
"p": 0.0714874118566513,
"m": 1.0
},
{
"p": 0.07145201414823532,
"m": 1.0
},
{
"p": 0.07150822877883911,
"m": 1.0
},
{
"p": 0.07128679752349854,
"m": 1.0
},
{
"p": 0.07152926921844482,
"m": 1.0
},
{
"p": 0.07132822275161743,
"m": 1.0
},
{
"p": 0.07141075283288956,
"m": 1.0
},
{
"p": 0.07136236131191254,
"m": 1.0
},
{
"p": 0.07153075933456421,
"m": 1.0
},
{
"p": 0.07148785144090652,
"m": 1.0
},
{
"p": 0.07154154777526855,
"m": 1.0
},
{
"p": 0.07147597521543503,
"m": 1.0
},
{
"p": 0.07140279561281204,
"m": 1.0
}
]
},
{
"epoch": 148,
"train_loss": 1.5051977634429932,
"val_loss": 0.7713701725006104,
"acc": 71.79,
"time": 241.06410827161744,
"mix_dist": 0.5,
"param": [
{
"p": 0.07166315615177155,
"m": 1.0
},
{
"p": 0.07144807279109955,
"m": 1.0
},
{
"p": 0.07138938456773758,
"m": 1.0
},
{
"p": 0.07132766395807266,
"m": 1.0
},
{
"p": 0.07150212675333023,
"m": 1.0
},
{
"p": 0.07131054252386093,
"m": 1.0
},
{
"p": 0.07136929035186768,
"m": 1.0
},
{
"p": 0.07135888934135437,
"m": 1.0
},
{
"p": 0.07134689390659332,
"m": 1.0
},
{
"p": 0.07154382765293121,
"m": 1.0
},
{
"p": 0.07142403721809387,
"m": 1.0
},
{
"p": 0.07158485800027847,
"m": 1.0
},
{
"p": 0.07115230709314346,
"m": 1.0
},
{
"p": 0.07157893478870392,
"m": 1.0
}
]
},
{
"epoch": 149,
"train_loss": 1.3543884754180908,
"val_loss": 0.758434534072876,
"acc": 72.88,
"time": 239.19887408381328,
"mix_dist": 0.5,
"param": [
{
"p": 0.07151173800230026,
"m": 1.0
},
{
"p": 0.07140550017356873,
"m": 1.0
},
{
"p": 0.07123657315969467,
"m": 1.0
},
{
"p": 0.07131428271532059,
"m": 1.0
},
{
"p": 0.07157348841428757,
"m": 1.0
},
{
"p": 0.07123009860515594,
"m": 1.0
},
{
"p": 0.07154205441474915,
"m": 1.0
},
{
"p": 0.07120709866285324,
"m": 1.0
},
{
"p": 0.07161784917116165,
"m": 1.0
},
{
"p": 0.07120110094547272,
"m": 1.0
},
{
"p": 0.0714201107621193,
"m": 1.0
},
{
"p": 0.07149087637662888,
"m": 1.0
},
{
"p": 0.07134640961885452,
"m": 1.0
},
{
"p": 0.0719028115272522,
"m": 1.0
}
]
},
{
"epoch": 150,
"train_loss": 1.4329614639282227,
"val_loss": 0.7806534767150879,
"acc": 73.18,
"time": 240.98538882890716,
"mix_dist": 0.5,
"param": [
{
"p": 0.07183276861906052,
"m": 1.0
},
{
"p": 0.0712854340672493,
"m": 1.0
},
{
"p": 0.07163062691688538,
"m": 1.0
},
{
"p": 0.07117658853530884,
"m": 1.0
},
{
"p": 0.07126445323228836,
"m": 1.0
},
{
"p": 0.07135714590549469,
"m": 1.0
},
{
"p": 0.07143907248973846,
"m": 1.0
},
{
"p": 0.07147346436977386,
"m": 1.0
},
{
"p": 0.0712127611041069,
"m": 1.0
},
{
"p": 0.07167550176382065,
"m": 1.0
},
{
"p": 0.07132721692323685,
"m": 1.0
},
{
"p": 0.07143835723400116,
"m": 1.0
},
{
"p": 0.07139836996793747,
"m": 1.0
},
{
"p": 0.07148817926645279,
"m": 1.0
}
]
}
]
}
Reference in a new issue View git blame Copy permalink