AntoineH/smart_augmentation
1
0
Fork 0
mirror of https://github.com/AntoineHX/smart_augmentation.git synced 2025-05-04 12:10:45 +02:00
Code Issues Projects Releases Packages Wiki Activity
smart_augmentation/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json
Harle, Antoine (Contracteur) 4166922c34 Rangement
2020-02-28 16:46:37 -05:00

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

{
"Accuracy": 71.8,
"Time": [
252.66108591994737,
2.6535790979294944,
38005.94264370692
],
"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": 4.5800909996032715,
"val_loss": 2.266667604446411,
"acc": 15.52,
"time": 221.40445653698407,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07145649194717407,
"m": 1.0
},
{
"p": 0.07131686061620712,
"m": 1.0
},
{
"p": 0.07144685089588165,
"m": 1.0
},
{
"p": 0.07144533842802048,
"m": 1.0
},
{
"p": 0.07145049422979355,
"m": 1.0
},
{
"p": 0.0714358240365982,
"m": 1.0
},
{
"p": 0.07145566493272781,
"m": 1.0
},
{
"p": 0.07143902778625488,
"m": 1.0
},
{
"p": 0.07141765207052231,
"m": 1.0
},
{
"p": 0.0714392364025116,
"m": 1.0
},
{
"p": 0.07137330621480942,
"m": 1.0
},
{
"p": 0.07141882181167603,
"m": 1.0
},
{
"p": 0.071450375020504,
"m": 1.0
},
{
"p": 0.07145407795906067,
"m": 1.0
}
]
},
{
"epoch": 2,
"train_loss": 4.629046440124512,
"val_loss": 2.3173904418945312,
"acc": 10.0,
"time": 252.6755410588812,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142971456050873,
"m": 1.0
},
{
"p": 0.07142788171768188,
"m": 1.0
},
{
"p": 0.07142900675535202,
"m": 1.0
},
{
"p": 0.07142755389213562,
"m": 1.0
},
{
"p": 0.07142995297908783,
"m": 1.0
},
{
"p": 0.07142651826143265,
"m": 1.0
},
{
"p": 0.07142806798219681,
"m": 1.0
},
{
"p": 0.07142802327871323,
"m": 1.0
},
{
"p": 0.0714302510023117,
"m": 1.0
},
{
"p": 0.07142816483974457,
"m": 1.0
},
{
"p": 0.07142706960439682,
"m": 1.0
},
{
"p": 0.07142582535743713,
"m": 1.0
},
{
"p": 0.07143108546733856,
"m": 1.0
},
{
"p": 0.07143089175224304,
"m": 1.0
}
]
},
{
"epoch": 3,
"train_loss": 4.625901222229004,
"val_loss": 2.30332088470459,
"acc": 10.0,
"time": 252.84552042302676,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142875343561172,
"m": 1.0
},
{
"p": 0.07142852246761322,
"m": 1.0
},
{
"p": 0.07142853736877441,
"m": 1.0
},
{
"p": 0.07142852246761322,
"m": 1.0
},
{
"p": 0.07142862677574158,
"m": 1.0
},
{
"p": 0.07142841815948486,
"m": 1.0
},
{
"p": 0.0714288055896759,
"m": 1.0
},
{
"p": 0.07142840325832367,
"m": 1.0
},
{
"p": 0.07142852991819382,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.07142873853445053,
"m": 1.0
},
{
"p": 0.07142847776412964,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 4,
"train_loss": 4.600107669830322,
"val_loss": 2.303372859954834,
"acc": 10.0,
"time": 252.8359966040589,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142854481935501,
"m": 1.0
},
{
"p": 0.07142853736877441,
"m": 1.0
},
{
"p": 0.07142862677574158,
"m": 1.0
},
{
"p": 0.07142854481935501,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.07142867892980576,
"m": 1.0
},
{
"p": 0.07142854481935501,
"m": 1.0
},
{
"p": 0.07142851501703262,
"m": 1.0
},
{
"p": 0.07142852991819382,
"m": 1.0
},
{
"p": 0.07142860442399979,
"m": 1.0
},
{
"p": 0.07142845541238785,
"m": 1.0
},
{
"p": 0.07142854481935501,
"m": 1.0
},
{
"p": 0.07142874598503113,
"m": 1.0
},
{
"p": 0.07142853736877441,
"m": 1.0
}
]
},
{
"epoch": 5,
"train_loss": 4.594775199890137,
"val_loss": 2.3069093227386475,
"acc": 10.0,
"time": 252.0252817447763,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142980396747589,
"m": 1.0
},
{
"p": 0.07142923772335052,
"m": 1.0
},
{
"p": 0.07142721861600876,
"m": 1.0
},
{
"p": 0.07142788916826248,
"m": 1.0
},
{
"p": 0.07143014669418335,
"m": 1.0
},
{
"p": 0.07142779231071472,
"m": 1.0
},
{
"p": 0.07142949849367142,
"m": 1.0
},
{
"p": 0.07142896205186844,
"m": 1.0
},
{
"p": 0.07142709195613861,
"m": 1.0
},
{
"p": 0.07142817229032516,
"m": 1.0
},
{
"p": 0.07142771035432816,
"m": 1.0
},
{
"p": 0.07142987102270126,
"m": 1.0
},
{
"p": 0.07142999768257141,
"m": 1.0
},
{
"p": 0.07142660766839981,
"m": 1.0
}
]
},
{
"epoch": 6,
"train_loss": 4.605633735656738,
"val_loss": 2.2975895404815674,
"acc": 10.0,
"time": 252.53966195415705,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142861187458038,
"m": 1.0
},
{
"p": 0.07142850756645203,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.07142854481935501,
"m": 1.0
},
{
"p": 0.07142854481935501,
"m": 1.0
},
{
"p": 0.07142853736877441,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.07142867892980576,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.07142850756645203,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 7,
"train_loss": 4.592999458312988,
"val_loss": 2.303593158721924,
"acc": 10.0,
"time": 253.12501457287,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142850011587143,
"m": 1.0
},
{
"p": 0.07142860442399979,
"m": 1.0
},
{
"p": 0.07142852991819382,
"m": 1.0
},
{
"p": 0.07142854481935501,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.07142854481935501,
"m": 1.0
},
{
"p": 0.07142841070890427,
"m": 1.0
},
{
"p": 0.07142860442399979,
"m": 1.0
},
{
"p": 0.07142868638038635,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 8,
"train_loss": 4.590394973754883,
"val_loss": 2.308001756668091,
"acc": 10.0,
"time": 252.0269674740266,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142850756645203,
"m": 1.0
},
{
"p": 0.07142855226993561,
"m": 1.0
},
{
"p": 0.07142861187458038,
"m": 1.0
},
{
"p": 0.07142861932516098,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.07142852246761322,
"m": 1.0
},
{
"p": 0.07142863422632217,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.07142847776412964,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.07142862677574158,
"m": 1.0
},
{
"p": 0.07142853736877441,
"m": 1.0
},
{
"p": 0.07142852246761322,
"m": 1.0
},
{
"p": 0.07142861932516098,
"m": 1.0
}
]
},
{
"epoch": 9,
"train_loss": 4.623557090759277,
"val_loss": 2.3050408363342285,
"acc": 10.0,
"time": 251.90958471107297,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142853736877441,
"m": 1.0
},
{
"p": 0.07142863422632217,
"m": 1.0
},
{
"p": 0.07142850011587143,
"m": 1.0
},
{
"p": 0.07142854481935501,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.07142847031354904,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.07142862677574158,
"m": 1.0
},
{
"p": 0.07142865657806396,
"m": 1.0
},
{
"p": 0.07142852991819382,
"m": 1.0
}
]
},
{
"epoch": 10,
"train_loss": 4.591911315917969,
"val_loss": 2.3035879135131836,
"acc": 10.0,
"time": 252.40027236402966,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142860442399979,
"m": 1.0
},
{
"p": 0.07142860442399979,
"m": 1.0
},
{
"p": 0.07142853736877441,
"m": 1.0
},
{
"p": 0.07142844796180725,
"m": 1.0
},
{
"p": 0.071428582072258,
"m": 1.0
},
{
"p": 0.07142852991819382,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
},
{
"p": 0.07142852246761322,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.07142855226993561,
"m": 1.0
},
{
"p": 0.07142860442399979,
"m": 1.0
},
{
"p": 0.07142869383096695,
"m": 1.0
},
{
"p": 0.0714285671710968,
"m": 1.0
}
]
},
{
"epoch": 11,
"train_loss": 4.596396446228027,
"val_loss": 2.3005142211914062,
"acc": 10.0,
"time": 252.95446152589284,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142862677574158,
"m": 1.0
},
{
"p": 0.07142865657806396,
"m": 1.0
},
{
"p": 0.07142850756645203,
"m": 1.0
},
{
"p": 0.07142852991819382,
"m": 1.0
},
{
"p": 0.07142852246761322,
"m": 1.0
},
{
"p": 0.07142852991819382,
"m": 1.0
},
{
"p": 0.07142847776412964,
"m": 1.0
},
{
"p": 0.07142852991819382,
"m": 1.0
},
{
"p": 0.07142859697341919,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.07142858952283859,
"m": 1.0
},
{
"p": 0.07142861932516098,
"m": 1.0
},
{
"p": 0.07142854481935501,
"m": 1.0
},
{
"p": 0.07142865657806396,
"m": 1.0
}
]
},
{
"epoch": 12,
"train_loss": 4.477910041809082,
"val_loss": 2.1865501403808594,
"acc": 17.64,
"time": 252.43894526106305,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142727077007294,
"m": 1.0
},
{
"p": 0.07142054289579391,
"m": 1.0
},
{
"p": 0.07143408805131912,
"m": 1.0
},
{
"p": 0.07143072038888931,
"m": 1.0
},
{
"p": 0.07143407315015793,
"m": 1.0
},
{
"p": 0.07142758369445801,
"m": 1.0
},
{
"p": 0.07142894715070724,
"m": 1.0
},
{
"p": 0.0714302733540535,
"m": 1.0
},
{
"p": 0.07142919301986694,
"m": 1.0
},
{
"p": 0.07143037021160126,
"m": 1.0
},
{
"p": 0.07142399996519089,
"m": 1.0
},
{
"p": 0.07142910361289978,
"m": 1.0
},
{
"p": 0.07143009454011917,
"m": 1.0
},
{
"p": 0.07142379134893417,
"m": 1.0
}
]
},
{
"epoch": 13,
"train_loss": 4.51624870300293,
"val_loss": 2.128887414932251,
"acc": 18.77,
"time": 253.00835064193234,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714324414730072,
"m": 1.0
},
{
"p": 0.07143968343734741,
"m": 1.0
},
{
"p": 0.07142477482557297,
"m": 1.0
},
{
"p": 0.07143257558345795,
"m": 1.0
},
{
"p": 0.07143697887659073,
"m": 1.0
},
{
"p": 0.07142922282218933,
"m": 1.0
},
{
"p": 0.07142526656389236,
"m": 1.0
},
{
"p": 0.07142554968595505,
"m": 1.0
},
{
"p": 0.07142795622348785,
"m": 1.0
},
{
"p": 0.07142521440982819,
"m": 1.0
},
{
"p": 0.07142388820648193,
"m": 1.0
},
{
"p": 0.07143113017082214,
"m": 1.0
},
{
"p": 0.07143688201904297,
"m": 1.0
},
{
"p": 0.07140842080116272,
"m": 1.0
}
]
},
{
"epoch": 14,
"train_loss": 4.281787872314453,
"val_loss": 2.027036428451538,
"acc": 19.39,
"time": 252.2510573118925,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143782824277878,
"m": 1.0
},
{
"p": 0.07141830027103424,
"m": 1.0
},
{
"p": 0.07144056260585785,
"m": 1.0
},
{
"p": 0.0714457780122757,
"m": 1.0
},
{
"p": 0.07143808156251907,
"m": 1.0
},
{
"p": 0.07142917066812515,
"m": 1.0
},
{
"p": 0.07142869383096695,
"m": 1.0
},
{
"p": 0.0714205652475357,
"m": 1.0
},
{
"p": 0.07140904664993286,
"m": 1.0
},
{
"p": 0.07141424715518951,
"m": 1.0
},
{
"p": 0.07142036408185959,
"m": 1.0
},
{
"p": 0.07143795490264893,
"m": 1.0
},
{
"p": 0.07144780457019806,
"m": 1.0
},
{
"p": 0.07141153514385223,
"m": 1.0
}
]
},
{
"epoch": 15,
"train_loss": 4.06744909286499,
"val_loss": 2.027754545211792,
"acc": 22.52,
"time": 252.62769115692936,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143504917621613,
"m": 1.0
},
{
"p": 0.07142828404903412,
"m": 1.0
},
{
"p": 0.07143691182136536,
"m": 1.0
},
{
"p": 0.07143659144639969,
"m": 1.0
},
{
"p": 0.07142458856105804,
"m": 1.0
},
{
"p": 0.07141686975955963,
"m": 1.0
},
{
"p": 0.07143323123455048,
"m": 1.0
},
{
"p": 0.07144036144018173,
"m": 1.0
},
{
"p": 0.07142429798841476,
"m": 1.0
},
{
"p": 0.07142467051744461,
"m": 1.0
},
{
"p": 0.07143998146057129,
"m": 1.0
},
{
"p": 0.07142196595668793,
"m": 1.0
},
{
"p": 0.07143952697515488,
"m": 1.0
},
{
"p": 0.07139770686626434,
"m": 1.0
}
]
},
{
"epoch": 16,
"train_loss": 4.166933536529541,
"val_loss": 1.9413164854049683,
"acc": 28.21,
"time": 252.29207350406796,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144014537334442,
"m": 1.0
},
{
"p": 0.07141919434070587,
"m": 1.0
},
{
"p": 0.07144910842180252,
"m": 1.0
},
{
"p": 0.07143828272819519,
"m": 1.0
},
{
"p": 0.07143830507993698,
"m": 1.0
},
{
"p": 0.07144158333539963,
"m": 1.0
},
{
"p": 0.0714154988527298,
"m": 1.0
},
{
"p": 0.07143010944128036,
"m": 1.0
},
{
"p": 0.07141922414302826,
"m": 1.0
},
{
"p": 0.07142802327871323,
"m": 1.0
},
{
"p": 0.07142463326454163,
"m": 1.0
},
{
"p": 0.07142072916030884,
"m": 1.0
},
{
"p": 0.07144488394260406,
"m": 1.0
},
{
"p": 0.071390300989151,
"m": 1.0
}
]
},
{
"epoch": 17,
"train_loss": 3.7559876441955566,
"val_loss": 1.7871304750442505,
"acc": 35.37,
"time": 252.85895428387448,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143794000148773,
"m": 1.0
},
{
"p": 0.07143127173185349,
"m": 1.0
},
{
"p": 0.0714343786239624,
"m": 1.0
},
{
"p": 0.07142361253499985,
"m": 1.0
},
{
"p": 0.07142212241888046,
"m": 1.0
},
{
"p": 0.07142648845911026,
"m": 1.0
},
{
"p": 0.07143214344978333,
"m": 1.0
},
{
"p": 0.07142744958400726,
"m": 1.0
},
{
"p": 0.0714273601770401,
"m": 1.0
},
{
"p": 0.07144006341695786,
"m": 1.0
},
{
"p": 0.07143211364746094,
"m": 1.0
},
{
"p": 0.07144145667552948,
"m": 1.0
},
{
"p": 0.07142940908670425,
"m": 1.0
},
{
"p": 0.07139422744512558,
"m": 1.0
}
]
},
{
"epoch": 18,
"train_loss": 3.7845640182495117,
"val_loss": 1.7604186534881592,
"acc": 34.47,
"time": 252.33507424686104,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143054902553558,
"m": 1.0
},
{
"p": 0.07142731547355652,
"m": 1.0
},
{
"p": 0.07144664973020554,
"m": 1.0
},
{
"p": 0.07143165171146393,
"m": 1.0
},
{
"p": 0.07142733037471771,
"m": 1.0
},
{
"p": 0.07142887264490128,
"m": 1.0
},
{
"p": 0.07142719626426697,
"m": 1.0
},
{
"p": 0.07142820209264755,
"m": 1.0
},
{
"p": 0.07143617421388626,
"m": 1.0
},
{
"p": 0.07141309976577759,
"m": 1.0
},
{
"p": 0.07144171744585037,
"m": 1.0
},
{
"p": 0.07144168764352798,
"m": 1.0
},
{
"p": 0.07143305242061615,
"m": 1.0
},
{
"p": 0.07138656079769135,
"m": 1.0
}
]
},
{
"epoch": 19,
"train_loss": 3.6117491722106934,
"val_loss": 1.6594914197921753,
"acc": 37.68,
"time": 252.6331158450339,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144471257925034,
"m": 1.0
},
{
"p": 0.0714319720864296,
"m": 1.0
},
{
"p": 0.07143424451351166,
"m": 1.0
},
{
"p": 0.07141856104135513,
"m": 1.0
},
{
"p": 0.07143773138523102,
"m": 1.0
},
{
"p": 0.0714249387383461,
"m": 1.0
},
{
"p": 0.07142499089241028,
"m": 1.0
},
{
"p": 0.07142097502946854,
"m": 1.0
},
{
"p": 0.07143822312355042,
"m": 1.0
},
{
"p": 0.07144039869308472,
"m": 1.0
},
{
"p": 0.07142257690429688,
"m": 1.0
},
{
"p": 0.07143811136484146,
"m": 1.0
},
{
"p": 0.07144133746623993,
"m": 1.0
},
{
"p": 0.07138127833604813,
"m": 1.0
}
]
},
{
"epoch": 20,
"train_loss": 3.4972949028015137,
"val_loss": 1.6387115716934204,
"acc": 38.21,
"time": 252.71142586390488,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143034785985947,
"m": 1.0
},
{
"p": 0.0714028999209404,
"m": 1.0
},
{
"p": 0.07145026326179504,
"m": 1.0
},
{
"p": 0.07144352048635483,
"m": 1.0
},
{
"p": 0.07142180949449539,
"m": 1.0
},
{
"p": 0.07143931090831757,
"m": 1.0
},
{
"p": 0.07143647223711014,
"m": 1.0
},
{
"p": 0.07140610367059708,
"m": 1.0
},
{
"p": 0.07142771780490875,
"m": 1.0
},
{
"p": 0.07144425064325333,
"m": 1.0
},
{
"p": 0.07142026722431183,
"m": 1.0
},
{
"p": 0.07141163945198059,
"m": 1.0
},
{
"p": 0.07143906503915787,
"m": 1.0
},
{
"p": 0.07142636179924011,
"m": 1.0
}
]
},
{
"epoch": 21,
"train_loss": 3.655893087387085,
"val_loss": 1.5832175016403198,
"acc": 41.78,
"time": 251.65007252199575,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143598794937134,
"m": 1.0
},
{
"p": 0.07143383473157883,
"m": 1.0
},
{
"p": 0.07145269215106964,
"m": 1.0
},
{
"p": 0.07139821350574493,
"m": 1.0
},
{
"p": 0.07142197340726852,
"m": 1.0
},
{
"p": 0.07142195850610733,
"m": 1.0
},
{
"p": 0.07143405824899673,
"m": 1.0
},
{
"p": 0.07141043990850449,
"m": 1.0
},
{
"p": 0.07144413888454437,
"m": 1.0
},
{
"p": 0.07144823670387268,
"m": 1.0
},
{
"p": 0.07141675055027008,
"m": 1.0
},
{
"p": 0.07144349068403244,
"m": 1.0
},
{
"p": 0.07143586874008179,
"m": 1.0
},
{
"p": 0.07140237838029861,
"m": 1.0
}
]
},
{
"epoch": 22,
"train_loss": 3.5815420150756836,
"val_loss": 1.6734920740127563,
"acc": 41.5,
"time": 252.57639214606024,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143938541412354,
"m": 1.0
},
{
"p": 0.07144490629434586,
"m": 1.0
},
{
"p": 0.07144676893949509,
"m": 1.0
},
{
"p": 0.07143005728721619,
"m": 1.0
},
{
"p": 0.07143554091453552,
"m": 1.0
},
{
"p": 0.0714210569858551,
"m": 1.0
},
{
"p": 0.0714457631111145,
"m": 1.0
},
{
"p": 0.07143206894397736,
"m": 1.0
},
{
"p": 0.071410171687603,
"m": 1.0
},
{
"p": 0.07142674922943115,
"m": 1.0
},
{
"p": 0.0714065358042717,
"m": 1.0
},
{
"p": 0.07144618034362793,
"m": 1.0
},
{
"p": 0.07145045697689056,
"m": 1.0
},
{
"p": 0.07136434316635132,
"m": 1.0
}
]
},
{
"epoch": 23,
"train_loss": 3.4869472980499268,
"val_loss": 1.5899661779403687,
"acc": 44.09,
"time": 253.8219211359974,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143530994653702,
"m": 1.0
},
{
"p": 0.07140380144119263,
"m": 1.0
},
{
"p": 0.07143640518188477,
"m": 1.0
},
{
"p": 0.07144270092248917,
"m": 1.0
},
{
"p": 0.07141541689634323,
"m": 1.0
},
{
"p": 0.07143343240022659,
"m": 1.0
},
{
"p": 0.07143811881542206,
"m": 1.0
},
{
"p": 0.07141802459955215,
"m": 1.0
},
{
"p": 0.071417436003685,
"m": 1.0
},
{
"p": 0.07145291566848755,
"m": 1.0
},
{
"p": 0.07141928374767303,
"m": 1.0
},
{
"p": 0.07144392281770706,
"m": 1.0
},
{
"p": 0.07143840193748474,
"m": 1.0
},
{
"p": 0.07140480726957321,
"m": 1.0
}
]
},
{
"epoch": 24,
"train_loss": 3.3854732513427734,
"val_loss": 1.4924721717834473,
"acc": 46.23,
"time": 252.48891913495027,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07145097851753235,
"m": 1.0
},
{
"p": 0.07140891253948212,
"m": 1.0
},
{
"p": 0.0714285597205162,
"m": 1.0
},
{
"p": 0.07142796367406845,
"m": 1.0
},
{
"p": 0.07143396884202957,
"m": 1.0
},
{
"p": 0.0714331790804863,
"m": 1.0
},
{
"p": 0.07144349813461304,
"m": 1.0
},
{
"p": 0.07143299281597137,
"m": 1.0
},
{
"p": 0.07142068445682526,
"m": 1.0
},
{
"p": 0.07144157588481903,
"m": 1.0
},
{
"p": 0.07142000645399094,
"m": 1.0
},
{
"p": 0.07142486423254013,
"m": 1.0
},
{
"p": 0.07144367694854736,
"m": 1.0
},
{
"p": 0.07138916850090027,
"m": 1.0
}
]
},
{
"epoch": 25,
"train_loss": 3.53059983253479,
"val_loss": 1.5506644248962402,
"acc": 45.71,
"time": 253.0163167999126,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142842561006546,
"m": 1.0
},
{
"p": 0.0714053064584732,
"m": 1.0
},
{
"p": 0.07143811136484146,
"m": 1.0
},
{
"p": 0.07142364233732224,
"m": 1.0
},
{
"p": 0.07143238186836243,
"m": 1.0
},
{
"p": 0.07143407315015793,
"m": 1.0
},
{
"p": 0.07143943756818771,
"m": 1.0
},
{
"p": 0.07142844051122665,
"m": 1.0
},
{
"p": 0.07143162190914154,
"m": 1.0
},
{
"p": 0.07142346352338791,
"m": 1.0
},
{
"p": 0.07143941521644592,
"m": 1.0
},
{
"p": 0.07143900543451309,
"m": 1.0
},
{
"p": 0.07142739742994308,
"m": 1.0
},
{
"p": 0.07140926271677017,
"m": 1.0
}
]
},
{
"epoch": 26,
"train_loss": 3.594151496887207,
"val_loss": 1.5808794498443604,
"acc": 44.14,
"time": 251.80593191599473,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714339092373848,
"m": 1.0
},
{
"p": 0.07143788784742355,
"m": 1.0
},
{
"p": 0.0714484304189682,
"m": 1.0
},
{
"p": 0.0714152604341507,
"m": 1.0
},
{
"p": 0.07145313918590546,
"m": 1.0
},
{
"p": 0.0714559480547905,
"m": 1.0
},
{
"p": 0.07142999768257141,
"m": 1.0
},
{
"p": 0.0714372768998146,
"m": 1.0
},
{
"p": 0.0714646726846695,
"m": 1.0
},
{
"p": 0.07143083214759827,
"m": 1.0
},
{
"p": 0.07136193662881851,
"m": 1.0
},
{
"p": 0.07142286002635956,
"m": 1.0
},
{
"p": 0.0714198425412178,
"m": 1.0
},
{
"p": 0.07138803601264954,
"m": 1.0
}
]
},
{
"epoch": 27,
"train_loss": 3.3868138790130615,
"val_loss": 1.5298691987991333,
"acc": 47.63,
"time": 252.67993264901452,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144326716661453,
"m": 1.0
},
{
"p": 0.07140269130468369,
"m": 1.0
},
{
"p": 0.0714353695511818,
"m": 1.0
},
{
"p": 0.07143214344978333,
"m": 1.0
},
{
"p": 0.07142428308725357,
"m": 1.0
},
{
"p": 0.07142876833677292,
"m": 1.0
},
{
"p": 0.07142331451177597,
"m": 1.0
},
{
"p": 0.07142794132232666,
"m": 1.0
},
{
"p": 0.07143641263246536,
"m": 1.0
},
{
"p": 0.07143458724021912,
"m": 1.0
},
{
"p": 0.07141918689012527,
"m": 1.0
},
{
"p": 0.07145008444786072,
"m": 1.0
},
{
"p": 0.07144755870103836,
"m": 1.0
},
{
"p": 0.07139445841312408,
"m": 1.0
}
]
},
{
"epoch": 28,
"train_loss": 3.3807225227355957,
"val_loss": 1.4584085941314697,
"acc": 48.61,
"time": 252.50319349300116,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142028957605362,
"m": 1.0
},
{
"p": 0.07140130549669266,
"m": 1.0
},
{
"p": 0.07142920792102814,
"m": 1.0
},
{
"p": 0.0714242160320282,
"m": 1.0
},
{
"p": 0.07144372910261154,
"m": 1.0
},
{
"p": 0.0714261382818222,
"m": 1.0
},
{
"p": 0.07144387066364288,
"m": 1.0
},
{
"p": 0.07143879681825638,
"m": 1.0
},
{
"p": 0.07143201678991318,
"m": 1.0
},
{
"p": 0.07144436240196228,
"m": 1.0
},
{
"p": 0.0714370384812355,
"m": 1.0
},
{
"p": 0.07142128050327301,
"m": 1.0
},
{
"p": 0.07144146412611008,
"m": 1.0
},
{
"p": 0.07139629870653152,
"m": 1.0
}
]
},
{
"epoch": 29,
"train_loss": 3.303870677947998,
"val_loss": 1.368268370628357,
"acc": 49.58,
"time": 251.62478839303367,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143441587686539,
"m": 1.0
},
{
"p": 0.07142440229654312,
"m": 1.0
},
{
"p": 0.0714443251490593,
"m": 1.0
},
{
"p": 0.07144079357385635,
"m": 1.0
},
{
"p": 0.07143371552228928,
"m": 1.0
},
{
"p": 0.07141618430614471,
"m": 1.0
},
{
"p": 0.07143433392047882,
"m": 1.0
},
{
"p": 0.07143986225128174,
"m": 1.0
},
{
"p": 0.07144447416067123,
"m": 1.0
},
{
"p": 0.07145050913095474,
"m": 1.0
},
{
"p": 0.07141002267599106,
"m": 1.0
},
{
"p": 0.07141861319541931,
"m": 1.0
},
{
"p": 0.07143938541412354,
"m": 1.0
},
{
"p": 0.07136901468038559,
"m": 1.0
}
]
},
{
"epoch": 30,
"train_loss": 3.5204126834869385,
"val_loss": 1.4853817224502563,
"acc": 45.7,
"time": 253.49214954907075,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07141485810279846,
"m": 1.0
},
{
"p": 0.0714171975851059,
"m": 1.0
},
{
"p": 0.07143563032150269,
"m": 1.0
},
{
"p": 0.07145006209611893,
"m": 1.0
},
{
"p": 0.07140769064426422,
"m": 1.0
},
{
"p": 0.07141400128602982,
"m": 1.0
},
{
"p": 0.07141604274511337,
"m": 1.0
},
{
"p": 0.07144137471914291,
"m": 1.0
},
{
"p": 0.07143484055995941,
"m": 1.0
},
{
"p": 0.07144661992788315,
"m": 1.0
},
{
"p": 0.07145243883132935,
"m": 1.0
},
{
"p": 0.07144419848918915,
"m": 1.0
},
{
"p": 0.0714469626545906,
"m": 1.0
},
{
"p": 0.07137808203697205,
"m": 1.0
}
]
},
{
"epoch": 31,
"train_loss": 3.0981078147888184,
"val_loss": 1.463096022605896,
"acc": 47.9,
"time": 252.57179631199688,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143907994031906,
"m": 1.0
},
{
"p": 0.07141856104135513,
"m": 1.0
},
{
"p": 0.07146088778972626,
"m": 1.0
},
{
"p": 0.07147261500358582,
"m": 1.0
},
{
"p": 0.07143169641494751,
"m": 1.0
},
{
"p": 0.071416936814785,
"m": 1.0
},
{
"p": 0.07143411785364151,
"m": 1.0
},
{
"p": 0.07142908126115799,
"m": 1.0
},
{
"p": 0.07143617421388626,
"m": 1.0
},
{
"p": 0.07140932232141495,
"m": 1.0
},
{
"p": 0.07142556458711624,
"m": 1.0
},
{
"p": 0.07143250107765198,
"m": 1.0
},
{
"p": 0.07141941040754318,
"m": 1.0
},
{
"p": 0.07137402892112732,
"m": 1.0
}
]
},
{
"epoch": 32,
"train_loss": 3.5237674713134766,
"val_loss": 1.4487457275390625,
"acc": 49.46,
"time": 251.58736693509854,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07146843522787094,
"m": 1.0
},
{
"p": 0.07136969268321991,
"m": 1.0
},
{
"p": 0.07146546989679337,
"m": 1.0
},
{
"p": 0.07139367610216141,
"m": 1.0
},
{
"p": 0.07143671065568924,
"m": 1.0
},
{
"p": 0.07143620401620865,
"m": 1.0
},
{
"p": 0.07144489139318466,
"m": 1.0
},
{
"p": 0.07142757624387741,
"m": 1.0
},
{
"p": 0.0714314728975296,
"m": 1.0
},
{
"p": 0.07148770242929459,
"m": 1.0
},
{
"p": 0.07141084969043732,
"m": 1.0
},
{
"p": 0.07144700735807419,
"m": 1.0
},
{
"p": 0.07143289595842361,
"m": 1.0
},
{
"p": 0.07134738564491272,
"m": 1.0
}
]
},
{
"epoch": 33,
"train_loss": 3.3359668254852295,
"val_loss": 1.3425118923187256,
"acc": 50.54,
"time": 252.87321688304655,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714547261595726,
"m": 1.0
},
{
"p": 0.07141720503568649,
"m": 1.0
},
{
"p": 0.07143563777208328,
"m": 1.0
},
{
"p": 0.07143016904592514,
"m": 1.0
},
{
"p": 0.07142942398786545,
"m": 1.0
},
{
"p": 0.07142259925603867,
"m": 1.0
},
{
"p": 0.07143740355968475,
"m": 1.0
},
{
"p": 0.07140256464481354,
"m": 1.0
},
{
"p": 0.07143532484769821,
"m": 1.0
},
{
"p": 0.0714339166879654,
"m": 1.0
},
{
"p": 0.07143151760101318,
"m": 1.0
},
{
"p": 0.07146340608596802,
"m": 1.0
},
{
"p": 0.07143274694681168,
"m": 1.0
},
{
"p": 0.0713733434677124,
"m": 1.0
}
]
},
{
"epoch": 34,
"train_loss": 3.417262077331543,
"val_loss": 1.3785933256149292,
"acc": 50.57,
"time": 252.65621099993587,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714089423418045,
"m": 1.0
},
{
"p": 0.07138562947511673,
"m": 1.0
},
{
"p": 0.07145047932863235,
"m": 1.0
},
{
"p": 0.07143504172563553,
"m": 1.0
},
{
"p": 0.07142141461372375,
"m": 1.0
},
{
"p": 0.0714058056473732,
"m": 1.0
},
{
"p": 0.07146705687046051,
"m": 1.0
},
{
"p": 0.07143553346395493,
"m": 1.0
},
{
"p": 0.07141141593456268,
"m": 1.0
},
{
"p": 0.07145510613918304,
"m": 1.0
},
{
"p": 0.07144298404455185,
"m": 1.0
},
{
"p": 0.07145809382200241,
"m": 1.0
},
{
"p": 0.07142622023820877,
"m": 1.0
},
{
"p": 0.07139621675014496,
"m": 1.0
}
]
},
{
"epoch": 35,
"train_loss": 3.5335583686828613,
"val_loss": 1.4813965559005737,
"acc": 49.75,
"time": 252.01597097096965,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07141949236392975,
"m": 1.0
},
{
"p": 0.07139689475297928,
"m": 1.0
},
{
"p": 0.07147212326526642,
"m": 1.0
},
{
"p": 0.07143772393465042,
"m": 1.0
},
{
"p": 0.07141529023647308,
"m": 1.0
},
{
"p": 0.07141867280006409,
"m": 1.0
},
{
"p": 0.0714307576417923,
"m": 1.0
},
{
"p": 0.07140195369720459,
"m": 1.0
},
{
"p": 0.07141923904418945,
"m": 1.0
},
{
"p": 0.07142151892185211,
"m": 1.0
},
{
"p": 0.07141788303852081,
"m": 1.0
},
{
"p": 0.07146048545837402,
"m": 1.0
},
{
"p": 0.07149091362953186,
"m": 1.0
},
{
"p": 0.07139706611633301,
"m": 1.0
}
]
},
{
"epoch": 36,
"train_loss": 3.205246925354004,
"val_loss": 1.2888935804367065,
"acc": 54.24,
"time": 252.38968558888882,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.071469746530056,
"m": 1.0
},
{
"p": 0.07140609622001648,
"m": 1.0
},
{
"p": 0.07142189890146255,
"m": 1.0
},
{
"p": 0.07143586874008179,
"m": 1.0
},
{
"p": 0.07143046706914902,
"m": 1.0
},
{
"p": 0.07141134887933731,
"m": 1.0
},
{
"p": 0.0714389830827713,
"m": 1.0
},
{
"p": 0.07145128399133682,
"m": 1.0
},
{
"p": 0.07143223285675049,
"m": 1.0
},
{
"p": 0.07143254578113556,
"m": 1.0
},
{
"p": 0.0714060440659523,
"m": 1.0
},
{
"p": 0.07143744081258774,
"m": 1.0
},
{
"p": 0.07146688550710678,
"m": 1.0
},
{
"p": 0.07135916501283646,
"m": 1.0
}
]
},
{
"epoch": 37,
"train_loss": 3.127871513366699,
"val_loss": 1.2624244689941406,
"acc": 54.12,
"time": 251.96900499402545,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144913077354431,
"m": 1.0
},
{
"p": 0.07139809429645538,
"m": 1.0
},
{
"p": 0.07143496721982956,
"m": 1.0
},
{
"p": 0.07143702358007431,
"m": 1.0
},
{
"p": 0.07143537700176239,
"m": 1.0
},
{
"p": 0.07143141329288483,
"m": 1.0
},
{
"p": 0.07143160700798035,
"m": 1.0
},
{
"p": 0.07144641131162643,
"m": 1.0
},
{
"p": 0.07141274958848953,
"m": 1.0
},
{
"p": 0.07141319662332535,
"m": 1.0
},
{
"p": 0.07144951820373535,
"m": 1.0
},
{
"p": 0.07146336138248444,
"m": 1.0
},
{
"p": 0.07143809646368027,
"m": 1.0
},
{
"p": 0.0713590458035469,
"m": 1.0
}
]
},
{
"epoch": 38,
"train_loss": 2.92751407623291,
"val_loss": 1.3518866300582886,
"acc": 55.44,
"time": 253.16218572482467,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07146584242582321,
"m": 1.0
},
{
"p": 0.07138529419898987,
"m": 1.0
},
{
"p": 0.07144379615783691,
"m": 1.0
},
{
"p": 0.0714472085237503,
"m": 1.0
},
{
"p": 0.07141022384166718,
"m": 1.0
},
{
"p": 0.07141914963722229,
"m": 1.0
},
{
"p": 0.07141266018152237,
"m": 1.0
},
{
"p": 0.0714215338230133,
"m": 1.0
},
{
"p": 0.07143337279558182,
"m": 1.0
},
{
"p": 0.07143576443195343,
"m": 1.0
},
{
"p": 0.07145387679338455,
"m": 1.0
},
{
"p": 0.07143627107143402,
"m": 1.0
},
{
"p": 0.07145073264837265,
"m": 1.0
},
{
"p": 0.0713842362165451,
"m": 1.0
}
]
},
{
"epoch": 39,
"train_loss": 3.1046106815338135,
"val_loss": 1.2290453910827637,
"acc": 56.93,
"time": 252.28996828803793,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142394781112671,
"m": 1.0
},
{
"p": 0.07139481604099274,
"m": 1.0
},
{
"p": 0.0714479610323906,
"m": 1.0
},
{
"p": 0.07143604010343552,
"m": 1.0
},
{
"p": 0.07140050083398819,
"m": 1.0
},
{
"p": 0.07138258963823318,
"m": 1.0
},
{
"p": 0.07139743119478226,
"m": 1.0
},
{
"p": 0.07141973823308945,
"m": 1.0
},
{
"p": 0.07143206149339676,
"m": 1.0
},
{
"p": 0.07144229859113693,
"m": 1.0
},
{
"p": 0.07146402448415756,
"m": 1.0
},
{
"p": 0.07146784663200378,
"m": 1.0
},
{
"p": 0.07145464420318604,
"m": 1.0
},
{
"p": 0.07143613696098328,
"m": 1.0
}
]
},
{
"epoch": 40,
"train_loss": 3.2899675369262695,
"val_loss": 1.2270586490631104,
"acc": 53.73,
"time": 252.12740771798417,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143792510032654,
"m": 1.0
},
{
"p": 0.07144390046596527,
"m": 1.0
},
{
"p": 0.0714031532406807,
"m": 1.0
},
{
"p": 0.0714467316865921,
"m": 1.0
},
{
"p": 0.0713702142238617,
"m": 1.0
},
{
"p": 0.07137317955493927,
"m": 1.0
},
{
"p": 0.07143200933933258,
"m": 1.0
},
{
"p": 0.07145698368549347,
"m": 1.0
},
{
"p": 0.07141753286123276,
"m": 1.0
},
{
"p": 0.07145881652832031,
"m": 1.0
},
{
"p": 0.07147988677024841,
"m": 1.0
},
{
"p": 0.07145451754331589,
"m": 1.0
},
{
"p": 0.07143372297286987,
"m": 1.0
},
{
"p": 0.07139137387275696,
"m": 1.0
}
]
},
{
"epoch": 41,
"train_loss": 3.181941509246826,
"val_loss": 1.3062248229980469,
"acc": 53.64,
"time": 251.8465313720517,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144208252429962,
"m": 1.0
},
{
"p": 0.07139742374420166,
"m": 1.0
},
{
"p": 0.07146106660366058,
"m": 1.0
},
{
"p": 0.07137244939804077,
"m": 1.0
},
{
"p": 0.07141730934381485,
"m": 1.0
},
{
"p": 0.07138914614915848,
"m": 1.0
},
{
"p": 0.07142096012830734,
"m": 1.0
},
{
"p": 0.07146645337343216,
"m": 1.0
},
{
"p": 0.07144031673669815,
"m": 1.0
},
{
"p": 0.07144542783498764,
"m": 1.0
},
{
"p": 0.07153526693582535,
"m": 1.0
},
{
"p": 0.07140392065048218,
"m": 1.0
},
{
"p": 0.07143927365541458,
"m": 1.0
},
{
"p": 0.07136892527341843,
"m": 1.0
}
]
},
{
"epoch": 42,
"train_loss": 3.1305723190307617,
"val_loss": 1.1973392963409424,
"acc": 57.52,
"time": 252.9444938551169,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142338901758194,
"m": 1.0
},
{
"p": 0.071398064494133,
"m": 1.0
},
{
"p": 0.07143473625183105,
"m": 1.0
},
{
"p": 0.07145547866821289,
"m": 1.0
},
{
"p": 0.0714009627699852,
"m": 1.0
},
{
"p": 0.07138492166996002,
"m": 1.0
},
{
"p": 0.07145228236913681,
"m": 1.0
},
{
"p": 0.07144967466592789,
"m": 1.0
},
{
"p": 0.07144398242235184,
"m": 1.0
},
{
"p": 0.07143586128950119,
"m": 1.0
},
{
"p": 0.07145914435386658,
"m": 1.0
},
{
"p": 0.07142911106348038,
"m": 1.0
},
{
"p": 0.07144640386104584,
"m": 1.0
},
{
"p": 0.0713859423995018,
"m": 1.0
}
]
},
{
"epoch": 43,
"train_loss": 2.5932843685150146,
"val_loss": 1.20205819606781,
"acc": 57.67,
"time": 252.98141528107226,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07145604491233826,
"m": 1.0
},
{
"p": 0.07138554751873016,
"m": 1.0
},
{
"p": 0.07144429534673691,
"m": 1.0
},
{
"p": 0.0714426040649414,
"m": 1.0
},
{
"p": 0.07140882313251495,
"m": 1.0
},
{
"p": 0.07139293849468231,
"m": 1.0
},
{
"p": 0.07143229246139526,
"m": 1.0
},
{
"p": 0.07142646610736847,
"m": 1.0
},
{
"p": 0.07143378257751465,
"m": 1.0
},
{
"p": 0.07145527750253677,
"m": 1.0
},
{
"p": 0.07149741798639297,
"m": 1.0
},
{
"p": 0.07142437994480133,
"m": 1.0
},
{
"p": 0.07144754379987717,
"m": 1.0
},
{
"p": 0.07135260105133057,
"m": 1.0
}
]
},
{
"epoch": 44,
"train_loss": 2.834162712097168,
"val_loss": 1.2656455039978027,
"acc": 57.01,
"time": 251.94574706582353,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144051045179367,
"m": 1.0
},
{
"p": 0.07139948755502701,
"m": 1.0
},
{
"p": 0.07147228717803955,
"m": 1.0
},
{
"p": 0.0714312195777893,
"m": 1.0
},
{
"p": 0.07141648232936859,
"m": 1.0
},
{
"p": 0.07141298800706863,
"m": 1.0
},
{
"p": 0.07146002352237701,
"m": 1.0
},
{
"p": 0.07142996042966843,
"m": 1.0
},
{
"p": 0.07143375277519226,
"m": 1.0
},
{
"p": 0.07140593975782394,
"m": 1.0
},
{
"p": 0.0714317262172699,
"m": 1.0
},
{
"p": 0.07144683599472046,
"m": 1.0
},
{
"p": 0.07143361121416092,
"m": 1.0
},
{
"p": 0.07138517498970032,
"m": 1.0
}
]
},
{
"epoch": 45,
"train_loss": 3.0233774185180664,
"val_loss": 1.2055082321166992,
"acc": 58.69,
"time": 253.2477186510805,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07146100699901581,
"m": 1.0
},
{
"p": 0.07140068709850311,
"m": 1.0
},
{
"p": 0.07144208252429962,
"m": 1.0
},
{
"p": 0.07147709280252457,
"m": 1.0
},
{
"p": 0.07143375277519226,
"m": 1.0
},
{
"p": 0.07141225039958954,
"m": 1.0
},
{
"p": 0.07143688201904297,
"m": 1.0
},
{
"p": 0.07145218551158905,
"m": 1.0
},
{
"p": 0.0713740810751915,
"m": 1.0
},
{
"p": 0.0714789479970932,
"m": 1.0
},
{
"p": 0.07144280523061752,
"m": 1.0
},
{
"p": 0.07140025496482849,
"m": 1.0
},
{
"p": 0.0714598000049591,
"m": 1.0
},
{
"p": 0.07132820039987564,
"m": 1.0
}
]
},
{
"epoch": 46,
"train_loss": 2.693236827850342,
"val_loss": 1.2427128553390503,
"acc": 55.72,
"time": 254.20658931299113,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144029438495636,
"m": 1.0
},
{
"p": 0.07140672206878662,
"m": 1.0
},
{
"p": 0.07144220173358917,
"m": 1.0
},
{
"p": 0.07143232226371765,
"m": 1.0
},
{
"p": 0.07140739262104034,
"m": 1.0
},
{
"p": 0.07139449566602707,
"m": 1.0
},
{
"p": 0.07142210751771927,
"m": 1.0
},
{
"p": 0.07142189145088196,
"m": 1.0
},
{
"p": 0.07144303619861603,
"m": 1.0
},
{
"p": 0.0714321881532669,
"m": 1.0
},
{
"p": 0.07145301252603531,
"m": 1.0
},
{
"p": 0.07145321369171143,
"m": 1.0
},
{
"p": 0.0714666098356247,
"m": 1.0
},
{
"p": 0.07138454169034958,
"m": 1.0
}
]
},
{
"epoch": 47,
"train_loss": 2.7668519020080566,
"val_loss": 1.1809179782867432,
"acc": 58.65,
"time": 253.0604742548894,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143312692642212,
"m": 1.0
},
{
"p": 0.07135049253702164,
"m": 1.0
},
{
"p": 0.07143566757440567,
"m": 1.0
},
{
"p": 0.07146196812391281,
"m": 1.0
},
{
"p": 0.07143589109182358,
"m": 1.0
},
{
"p": 0.07139397412538528,
"m": 1.0
},
{
"p": 0.07146377861499786,
"m": 1.0
},
{
"p": 0.07144753634929657,
"m": 1.0
},
{
"p": 0.07146366685628891,
"m": 1.0
},
{
"p": 0.07144715636968613,
"m": 1.0
},
{
"p": 0.07143107056617737,
"m": 1.0
},
{
"p": 0.07141811400651932,
"m": 1.0
},
{
"p": 0.07147502154111862,
"m": 1.0
},
{
"p": 0.07134255766868591,
"m": 1.0
}
]
},
{
"epoch": 48,
"train_loss": 2.9708127975463867,
"val_loss": 1.0942330360412598,
"acc": 59.82,
"time": 252.07440514303744,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144653797149658,
"m": 1.0
},
{
"p": 0.07139278203248978,
"m": 1.0
},
{
"p": 0.0714634358882904,
"m": 1.0
},
{
"p": 0.07145727425813675,
"m": 1.0
},
{
"p": 0.07143043726682663,
"m": 1.0
},
{
"p": 0.07139410078525543,
"m": 1.0
},
{
"p": 0.07143181562423706,
"m": 1.0
},
{
"p": 0.07143627852201462,
"m": 1.0
},
{
"p": 0.07143636047840118,
"m": 1.0
},
{
"p": 0.07141882926225662,
"m": 1.0
},
{
"p": 0.07142549753189087,
"m": 1.0
},
{
"p": 0.07145316898822784,
"m": 1.0
},
{
"p": 0.07142964005470276,
"m": 1.0
},
{
"p": 0.07138385623693466,
"m": 1.0
}
]
},
{
"epoch": 49,
"train_loss": 2.5833468437194824,
"val_loss": 1.1678180694580078,
"acc": 59.86,
"time": 251.79108484997414,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07145174592733383,
"m": 1.0
},
{
"p": 0.07142956554889679,
"m": 1.0
},
{
"p": 0.07146766036748886,
"m": 1.0
},
{
"p": 0.07138233631849289,
"m": 1.0
},
{
"p": 0.07139430940151215,
"m": 1.0
},
{
"p": 0.07139961421489716,
"m": 1.0
},
{
"p": 0.07144750654697418,
"m": 1.0
},
{
"p": 0.07144347578287125,
"m": 1.0
},
{
"p": 0.0714334174990654,
"m": 1.0
},
{
"p": 0.07140152156352997,
"m": 1.0
},
{
"p": 0.07146057486534119,
"m": 1.0
},
{
"p": 0.0714210793375969,
"m": 1.0
},
{
"p": 0.07146845757961273,
"m": 1.0
},
{
"p": 0.07139873504638672,
"m": 1.0
}
]
},
{
"epoch": 50,
"train_loss": 3.156958818435669,
"val_loss": 1.196417212486267,
"acc": 59.47,
"time": 253.32144916709512,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144507765769958,
"m": 1.0
},
{
"p": 0.07137640565633774,
"m": 1.0
},
{
"p": 0.07143163681030273,
"m": 1.0
},
{
"p": 0.07141581922769547,
"m": 1.0
},
{
"p": 0.07141310721635818,
"m": 1.0
},
{
"p": 0.07134094089269638,
"m": 1.0
},
{
"p": 0.07144802808761597,
"m": 1.0
},
{
"p": 0.07146410644054413,
"m": 1.0
},
{
"p": 0.07148253172636032,
"m": 1.0
},
{
"p": 0.07147050648927689,
"m": 1.0
},
{
"p": 0.07147195935249329,
"m": 1.0
},
{
"p": 0.07143135368824005,
"m": 1.0
},
{
"p": 0.07143344730138779,
"m": 1.0
},
{
"p": 0.07137507945299149,
"m": 1.0
}
]
},
{
"epoch": 51,
"train_loss": 2.629948139190674,
"val_loss": 1.0539498329162598,
"acc": 60.49,
"time": 253.5890931240283,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142920047044754,
"m": 1.0
},
{
"p": 0.07133638113737106,
"m": 1.0
},
{
"p": 0.07146412879228592,
"m": 1.0
},
{
"p": 0.07139763981103897,
"m": 1.0
},
{
"p": 0.0713849738240242,
"m": 1.0
},
{
"p": 0.07136671990156174,
"m": 1.0
},
{
"p": 0.07146504521369934,
"m": 1.0
},
{
"p": 0.07144949585199356,
"m": 1.0
},
{
"p": 0.07144809514284134,
"m": 1.0
},
{
"p": 0.07148443162441254,
"m": 1.0
},
{
"p": 0.07145451754331589,
"m": 1.0
},
{
"p": 0.07146800309419632,
"m": 1.0
},
{
"p": 0.07150094211101532,
"m": 1.0
},
{
"p": 0.07135043293237686,
"m": 1.0
}
]
},
{
"epoch": 52,
"train_loss": 2.8270750045776367,
"val_loss": 1.07976233959198,
"acc": 60.22,
"time": 252.20495518902317,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144029438495636,
"m": 1.0
},
{
"p": 0.0713917538523674,
"m": 1.0
},
{
"p": 0.07143963873386383,
"m": 1.0
},
{
"p": 0.07139761000871658,
"m": 1.0
},
{
"p": 0.07141164690256119,
"m": 1.0
},
{
"p": 0.07137920707464218,
"m": 1.0
},
{
"p": 0.07143843173980713,
"m": 1.0
},
{
"p": 0.07146784663200378,
"m": 1.0
},
{
"p": 0.07142125070095062,
"m": 1.0
},
{
"p": 0.07145029306411743,
"m": 1.0
},
{
"p": 0.07147035747766495,
"m": 1.0
},
{
"p": 0.07142351567745209,
"m": 1.0
},
{
"p": 0.07146589457988739,
"m": 1.0
},
{
"p": 0.07140225172042847,
"m": 1.0
}
]
},
{
"epoch": 53,
"train_loss": 2.5076305866241455,
"val_loss": 1.14302396774292,
"acc": 59.29,
"time": 253.10951530304737,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143298536539078,
"m": 1.0
},
{
"p": 0.0713912770152092,
"m": 1.0
},
{
"p": 0.07141375541687012,
"m": 1.0
},
{
"p": 0.07146263867616653,
"m": 1.0
},
{
"p": 0.0714440569281578,
"m": 1.0
},
{
"p": 0.07138584554195404,
"m": 1.0
},
{
"p": 0.07142011821269989,
"m": 1.0
},
{
"p": 0.07149969786405563,
"m": 1.0
},
{
"p": 0.07146453857421875,
"m": 1.0
},
{
"p": 0.07149684429168701,
"m": 1.0
},
{
"p": 0.07144198566675186,
"m": 1.0
},
{
"p": 0.07141518592834473,
"m": 1.0
},
{
"p": 0.07144221663475037,
"m": 1.0
},
{
"p": 0.07128888368606567,
"m": 1.0
}
]
},
{
"epoch": 54,
"train_loss": 2.751765251159668,
"val_loss": 1.11942458152771,
"acc": 61.02,
"time": 253.51806491217576,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07147331535816193,
"m": 1.0
},
{
"p": 0.07135431468486786,
"m": 1.0
},
{
"p": 0.0714215561747551,
"m": 1.0
},
{
"p": 0.07141415774822235,
"m": 1.0
},
{
"p": 0.07142079621553421,
"m": 1.0
},
{
"p": 0.07138895988464355,
"m": 1.0
},
{
"p": 0.07144571095705032,
"m": 1.0
},
{
"p": 0.07140687108039856,
"m": 1.0
},
{
"p": 0.07139363139867783,
"m": 1.0
},
{
"p": 0.07149990648031235,
"m": 1.0
},
{
"p": 0.07144790887832642,
"m": 1.0
},
{
"p": 0.07144798338413239,
"m": 1.0
},
{
"p": 0.07146898657083511,
"m": 1.0
},
{
"p": 0.07141587138175964,
"m": 1.0
}
]
},
{
"epoch": 55,
"train_loss": 2.6222586631774902,
"val_loss": 1.0612159967422485,
"acc": 60.4,
"time": 251.97653412097134,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144125550985336,
"m": 1.0
},
{
"p": 0.07139281928539276,
"m": 1.0
},
{
"p": 0.07142237573862076,
"m": 1.0
},
{
"p": 0.07142694294452667,
"m": 1.0
},
{
"p": 0.07139485329389572,
"m": 1.0
},
{
"p": 0.07142063230276108,
"m": 1.0
},
{
"p": 0.07142036408185959,
"m": 1.0
},
{
"p": 0.07143165171146393,
"m": 1.0
},
{
"p": 0.07143713533878326,
"m": 1.0
},
{
"p": 0.07149176299571991,
"m": 1.0
},
{
"p": 0.07147122174501419,
"m": 1.0
},
{
"p": 0.07141004502773285,
"m": 1.0
},
{
"p": 0.07145300507545471,
"m": 1.0
},
{
"p": 0.0713859423995018,
"m": 1.0
}
]
},
{
"epoch": 56,
"train_loss": 2.846855640411377,
"val_loss": 1.0171964168548584,
"acc": 62.06,
"time": 251.87783974292688,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07149386405944824,
"m": 1.0
},
{
"p": 0.07144201546907425,
"m": 1.0
},
{
"p": 0.07147733122110367,
"m": 1.0
},
{
"p": 0.0714062750339508,
"m": 1.0
},
{
"p": 0.07137610763311386,
"m": 1.0
},
{
"p": 0.07137187570333481,
"m": 1.0
},
{
"p": 0.07145028561353683,
"m": 1.0
},
{
"p": 0.07138940691947937,
"m": 1.0
},
{
"p": 0.07141949236392975,
"m": 1.0
},
{
"p": 0.07145526260137558,
"m": 1.0
},
{
"p": 0.07146942615509033,
"m": 1.0
},
{
"p": 0.07142861932516098,
"m": 1.0
},
{
"p": 0.07144090533256531,
"m": 1.0
},
{
"p": 0.07137919217348099,
"m": 1.0
}
]
},
{
"epoch": 57,
"train_loss": 2.5879764556884766,
"val_loss": 1.0587266683578491,
"acc": 62.59,
"time": 252.7156951269135,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144613564014435,
"m": 1.0
},
{
"p": 0.07143405824899673,
"m": 1.0
},
{
"p": 0.07147876173257828,
"m": 1.0
},
{
"p": 0.07145124673843384,
"m": 1.0
},
{
"p": 0.07137856632471085,
"m": 1.0
},
{
"p": 0.07137996703386307,
"m": 1.0
},
{
"p": 0.07138630747795105,
"m": 1.0
},
{
"p": 0.07138577848672867,
"m": 1.0
},
{
"p": 0.07140615582466125,
"m": 1.0
},
{
"p": 0.071442611515522,
"m": 1.0
},
{
"p": 0.07148358970880508,
"m": 1.0
},
{
"p": 0.07148942351341248,
"m": 1.0
},
{
"p": 0.07145147770643234,
"m": 1.0
},
{
"p": 0.0713859498500824,
"m": 1.0
}
]
},
{
"epoch": 58,
"train_loss": 2.6604177951812744,
"val_loss": 1.124130368232727,
"acc": 60.75,
"time": 253.05617273016833,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07140187174081802,
"m": 1.0
},
{
"p": 0.07134614884853363,
"m": 1.0
},
{
"p": 0.07144895941019058,
"m": 1.0
},
{
"p": 0.071401447057724,
"m": 1.0
},
{
"p": 0.07141286879777908,
"m": 1.0
},
{
"p": 0.07137445360422134,
"m": 1.0
},
{
"p": 0.07144322246313095,
"m": 1.0
},
{
"p": 0.07138229161500931,
"m": 1.0
},
{
"p": 0.07144370675086975,
"m": 1.0
},
{
"p": 0.07144081592559814,
"m": 1.0
},
{
"p": 0.0716145858168602,
"m": 1.0
},
{
"p": 0.07151642441749573,
"m": 1.0
},
{
"p": 0.07144110649824142,
"m": 1.0
},
{
"p": 0.07133212685585022,
"m": 1.0
}
]
},
{
"epoch": 59,
"train_loss": 2.6321935653686523,
"val_loss": 1.082792043685913,
"acc": 62.68,
"time": 253.24549827794544,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07149603217840195,
"m": 1.0
},
{
"p": 0.07138363271951675,
"m": 1.0
},
{
"p": 0.07148192822933197,
"m": 1.0
},
{
"p": 0.07144822925329208,
"m": 1.0
},
{
"p": 0.07139115035533905,
"m": 1.0
},
{
"p": 0.07135950028896332,
"m": 1.0
},
{
"p": 0.07145502418279648,
"m": 1.0
},
{
"p": 0.07147589325904846,
"m": 1.0
},
{
"p": 0.07137755304574966,
"m": 1.0
},
{
"p": 0.07144124060869217,
"m": 1.0
},
{
"p": 0.0714150071144104,
"m": 1.0
},
{
"p": 0.07143661379814148,
"m": 1.0
},
{
"p": 0.07146471738815308,
"m": 1.0
},
{
"p": 0.07137349247932434,
"m": 1.0
}
]
},
{
"epoch": 60,
"train_loss": 2.41115665435791,
"val_loss": 1.0183205604553223,
"acc": 62.79,
"time": 253.32068489608355,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07147205621004105,
"m": 1.0
},
{
"p": 0.0713946744799614,
"m": 1.0
},
{
"p": 0.07144174724817276,
"m": 1.0
},
{
"p": 0.07141944020986557,
"m": 1.0
},
{
"p": 0.07143028825521469,
"m": 1.0
},
{
"p": 0.07144461572170258,
"m": 1.0
},
{
"p": 0.07144800573587418,
"m": 1.0
},
{
"p": 0.07149838656187057,
"m": 1.0
},
{
"p": 0.07146454602479935,
"m": 1.0
},
{
"p": 0.07146400213241577,
"m": 1.0
},
{
"p": 0.07145453989505768,
"m": 1.0
},
{
"p": 0.07137128710746765,
"m": 1.0
},
{
"p": 0.07144252955913544,
"m": 1.0
},
{
"p": 0.07125392556190491,
"m": 1.0
}
]
},
{
"epoch": 61,
"train_loss": 2.6339001655578613,
"val_loss": 0.992073655128479,
"acc": 62.3,
"time": 254.1471362139564,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143144309520721,
"m": 1.0
},
{
"p": 0.07139689475297928,
"m": 1.0
},
{
"p": 0.07140986621379852,
"m": 1.0
},
{
"p": 0.07145626097917557,
"m": 1.0
},
{
"p": 0.07138220220804214,
"m": 1.0
},
{
"p": 0.07138274610042572,
"m": 1.0
},
{
"p": 0.07145094126462936,
"m": 1.0
},
{
"p": 0.07139532268047333,
"m": 1.0
},
{
"p": 0.07144526392221451,
"m": 1.0
},
{
"p": 0.07144437730312347,
"m": 1.0
},
{
"p": 0.07148119807243347,
"m": 1.0
},
{
"p": 0.07144300639629364,
"m": 1.0
},
{
"p": 0.07142122834920883,
"m": 1.0
},
{
"p": 0.07145926356315613,
"m": 1.0
}
]
},
{
"epoch": 62,
"train_loss": 2.919281482696533,
"val_loss": 1.0561599731445312,
"acc": 63.11,
"time": 254.22133346204646,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142218947410583,
"m": 1.0
},
{
"p": 0.07137676328420639,
"m": 1.0
},
{
"p": 0.07145041972398758,
"m": 1.0
},
{
"p": 0.07144712656736374,
"m": 1.0
},
{
"p": 0.07136654853820801,
"m": 1.0
},
{
"p": 0.07140329480171204,
"m": 1.0
},
{
"p": 0.07138456404209137,
"m": 1.0
},
{
"p": 0.07146946340799332,
"m": 1.0
},
{
"p": 0.07142765074968338,
"m": 1.0
},
{
"p": 0.07145785540342331,
"m": 1.0
},
{
"p": 0.07147495448589325,
"m": 1.0
},
{
"p": 0.07144730538129807,
"m": 1.0
},
{
"p": 0.0714733898639679,
"m": 1.0
},
{
"p": 0.07139847427606583,
"m": 1.0
}
]
},
{
"epoch": 63,
"train_loss": 2.5721523761749268,
"val_loss": 1.0367685556411743,
"acc": 64.53,
"time": 253.6403139871545,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07148580253124237,
"m": 1.0
},
{
"p": 0.07138226926326752,
"m": 1.0
},
{
"p": 0.07141420990228653,
"m": 1.0
},
{
"p": 0.07140997052192688,
"m": 1.0
},
{
"p": 0.07141655683517456,
"m": 1.0
},
{
"p": 0.07141604274511337,
"m": 1.0
},
{
"p": 0.07140453904867172,
"m": 1.0
},
{
"p": 0.07140907645225525,
"m": 1.0
},
{
"p": 0.07147940993309021,
"m": 1.0
},
{
"p": 0.0714210793375969,
"m": 1.0
},
{
"p": 0.0714399516582489,
"m": 1.0
},
{
"p": 0.07150130718946457,
"m": 1.0
},
{
"p": 0.07150103151798248,
"m": 1.0
},
{
"p": 0.07131871581077576,
"m": 1.0
}
]
},
{
"epoch": 64,
"train_loss": 2.268547296524048,
"val_loss": 1.0092403888702393,
"acc": 65.08,
"time": 253.89985210681334,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07145457714796066,
"m": 1.0
},
{
"p": 0.07134899497032166,
"m": 1.0
},
{
"p": 0.07141396403312683,
"m": 1.0
},
{
"p": 0.07141802459955215,
"m": 1.0
},
{
"p": 0.0714113861322403,
"m": 1.0
},
{
"p": 0.07142709940671921,
"m": 1.0
},
{
"p": 0.0714389979839325,
"m": 1.0
},
{
"p": 0.07143997400999069,
"m": 1.0
},
{
"p": 0.07139211893081665,
"m": 1.0
},
{
"p": 0.0714578703045845,
"m": 1.0
},
{
"p": 0.07148447632789612,
"m": 1.0
},
{
"p": 0.07146598398685455,
"m": 1.0
},
{
"p": 0.07146546244621277,
"m": 1.0
},
{
"p": 0.07138106226921082,
"m": 1.0
}
]
},
{
"epoch": 65,
"train_loss": 2.795870065689087,
"val_loss": 1.0446325540542603,
"acc": 64.07,
"time": 252.22977156704292,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07146476209163666,
"m": 1.0
},
{
"p": 0.07141237705945969,
"m": 1.0
},
{
"p": 0.0714573860168457,
"m": 1.0
},
{
"p": 0.07140076160430908,
"m": 1.0
},
{
"p": 0.071415975689888,
"m": 1.0
},
{
"p": 0.07141155004501343,
"m": 1.0
},
{
"p": 0.07142262905836105,
"m": 1.0
},
{
"p": 0.07135293632745743,
"m": 1.0
},
{
"p": 0.07140235602855682,
"m": 1.0
},
{
"p": 0.07155916839838028,
"m": 1.0
},
{
"p": 0.07150854915380478,
"m": 1.0
},
{
"p": 0.0714457780122757,
"m": 1.0
},
{
"p": 0.07143443822860718,
"m": 1.0
},
{
"p": 0.07131132483482361,
"m": 1.0
}
]
},
{
"epoch": 66,
"train_loss": 2.8823983669281006,
"val_loss": 1.0409166812896729,
"acc": 64.27,
"time": 253.36786978598684,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07150226831436157,
"m": 1.0
},
{
"p": 0.0712876170873642,
"m": 1.0
},
{
"p": 0.07147863507270813,
"m": 1.0
},
{
"p": 0.07141067087650299,
"m": 1.0
},
{
"p": 0.07133708149194717,
"m": 1.0
},
{
"p": 0.07145645469427109,
"m": 1.0
},
{
"p": 0.07129345089197159,
"m": 1.0
},
{
"p": 0.07145148515701294,
"m": 1.0
},
{
"p": 0.07141932100057602,
"m": 1.0
},
{
"p": 0.07153382152318954,
"m": 1.0
},
{
"p": 0.0716363713145256,
"m": 1.0
},
{
"p": 0.07152395695447922,
"m": 1.0
},
{
"p": 0.07136531174182892,
"m": 1.0
},
{
"p": 0.07130352407693863,
"m": 1.0
}
]
},
{
"epoch": 67,
"train_loss": 2.286491870880127,
"val_loss": 1.0424319505691528,
"acc": 64.69,
"time": 252.29298483906314,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07145251333713531,
"m": 1.0
},
{
"p": 0.07140163332223892,
"m": 1.0
},
{
"p": 0.07144255191087723,
"m": 1.0
},
{
"p": 0.0714394673705101,
"m": 1.0
},
{
"p": 0.07135289162397385,
"m": 1.0
},
{
"p": 0.07140399515628815,
"m": 1.0
},
{
"p": 0.0714365541934967,
"m": 1.0
},
{
"p": 0.0714682936668396,
"m": 1.0
},
{
"p": 0.07141426205635071,
"m": 1.0
},
{
"p": 0.07143957912921906,
"m": 1.0
},
{
"p": 0.07143309712409973,
"m": 1.0
},
{
"p": 0.07139096409082413,
"m": 1.0
},
{
"p": 0.07149971276521683,
"m": 1.0
},
{
"p": 0.07142448425292969,
"m": 1.0
}
]
},
{
"epoch": 68,
"train_loss": 2.2105770111083984,
"val_loss": 0.9450296759605408,
"acc": 63.81,
"time": 254.74938761186786,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07146764546632767,
"m": 1.0
},
{
"p": 0.07132650911808014,
"m": 1.0
},
{
"p": 0.07142356038093567,
"m": 1.0
},
{
"p": 0.0714663416147232,
"m": 1.0
},
{
"p": 0.07145135849714279,
"m": 1.0
},
{
"p": 0.07136780768632889,
"m": 1.0
},
{
"p": 0.07148176431655884,
"m": 1.0
},
{
"p": 0.07140561193227768,
"m": 1.0
},
{
"p": 0.07144565135240555,
"m": 1.0
},
{
"p": 0.07140351086854935,
"m": 1.0
},
{
"p": 0.07147632539272308,
"m": 1.0
},
{
"p": 0.07143290340900421,
"m": 1.0
},
{
"p": 0.07147999852895737,
"m": 1.0
},
{
"p": 0.07137104123830795,
"m": 1.0
}
]
},
{
"epoch": 69,
"train_loss": 2.5411128997802734,
"val_loss": 0.9647736549377441,
"acc": 66.05,
"time": 252.3261020090431,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714641734957695,
"m": 1.0
},
{
"p": 0.0714004710316658,
"m": 1.0
},
{
"p": 0.07142576575279236,
"m": 1.0
},
{
"p": 0.0713866725564003,
"m": 1.0
},
{
"p": 0.07138527929782867,
"m": 1.0
},
{
"p": 0.07134983688592911,
"m": 1.0
},
{
"p": 0.07149630039930344,
"m": 1.0
},
{
"p": 0.0714276134967804,
"m": 1.0
},
{
"p": 0.07138378918170929,
"m": 1.0
},
{
"p": 0.07149864733219147,
"m": 1.0
},
{
"p": 0.0713760182261467,
"m": 1.0
},
{
"p": 0.07148449122905731,
"m": 1.0
},
{
"p": 0.07152388989925385,
"m": 1.0
},
{
"p": 0.0713970735669136,
"m": 1.0
}
]
},
{
"epoch": 70,
"train_loss": 2.6084132194519043,
"val_loss": 1.2390512228012085,
"acc": 60.82,
"time": 253.47048917994834,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07154016941785812,
"m": 1.0
},
{
"p": 0.07140416651964188,
"m": 1.0
},
{
"p": 0.07138409465551376,
"m": 1.0
},
{
"p": 0.07129226624965668,
"m": 1.0
},
{
"p": 0.07149598747491837,
"m": 1.0
},
{
"p": 0.07153493165969849,
"m": 1.0
},
{
"p": 0.07160831242799759,
"m": 1.0
},
{
"p": 0.07159507274627686,
"m": 1.0
},
{
"p": 0.07143274694681168,
"m": 1.0
},
{
"p": 0.07142872363328934,
"m": 1.0
},
{
"p": 0.07122977077960968,
"m": 1.0
},
{
"p": 0.07135075330734253,
"m": 1.0
},
{
"p": 0.07143496721982956,
"m": 1.0
},
{
"p": 0.07126802206039429,
"m": 1.0
}
]
},
{
"epoch": 71,
"train_loss": 2.5155723094940186,
"val_loss": 0.9270871877670288,
"acc": 65.26,
"time": 253.61941396514885,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142215967178345,
"m": 1.0
},
{
"p": 0.07139920443296432,
"m": 1.0
},
{
"p": 0.07151947170495987,
"m": 1.0
},
{
"p": 0.07143592089414597,
"m": 1.0
},
{
"p": 0.07138274610042572,
"m": 1.0
},
{
"p": 0.07141587883234024,
"m": 1.0
},
{
"p": 0.07131749391555786,
"m": 1.0
},
{
"p": 0.07148266583681107,
"m": 1.0
},
{
"p": 0.07151173800230026,
"m": 1.0
},
{
"p": 0.07152196764945984,
"m": 1.0
},
{
"p": 0.07140600681304932,
"m": 1.0
},
{
"p": 0.07145905494689941,
"m": 1.0
},
{
"p": 0.07153504341840744,
"m": 1.0
},
{
"p": 0.07119061052799225,
"m": 1.0
}
]
},
{
"epoch": 72,
"train_loss": 2.5629701614379883,
"val_loss": 1.0988856554031372,
"acc": 64.4,
"time": 252.3988860680256,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07138744741678238,
"m": 1.0
},
{
"p": 0.07138984650373459,
"m": 1.0
},
{
"p": 0.07139179110527039,
"m": 1.0
},
{
"p": 0.0715419128537178,
"m": 1.0
},
{
"p": 0.07135748118162155,
"m": 1.0
},
{
"p": 0.07138095796108246,
"m": 1.0
},
{
"p": 0.07138218730688095,
"m": 1.0
},
{
"p": 0.07136407494544983,
"m": 1.0
},
{
"p": 0.07156694680452347,
"m": 1.0
},
{
"p": 0.07153664529323578,
"m": 1.0
},
{
"p": 0.07153850793838501,
"m": 1.0
},
{
"p": 0.0714043602347374,
"m": 1.0
},
{
"p": 0.07151083648204803,
"m": 1.0
},
{
"p": 0.07124695926904678,
"m": 1.0
}
]
},
{
"epoch": 73,
"train_loss": 2.869363307952881,
"val_loss": 1.0517338514328003,
"acc": 65.29,
"time": 252.26992122107185,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07153438776731491,
"m": 1.0
},
{
"p": 0.07143940776586533,
"m": 1.0
},
{
"p": 0.07141787558794022,
"m": 1.0
},
{
"p": 0.07155755162239075,
"m": 1.0
},
{
"p": 0.0713401809334755,
"m": 1.0
},
{
"p": 0.07128967344760895,
"m": 1.0
},
{
"p": 0.07136325538158417,
"m": 1.0
},
{
"p": 0.07122216373682022,
"m": 1.0
},
{
"p": 0.07139945030212402,
"m": 1.0
},
{
"p": 0.07135217636823654,
"m": 1.0
},
{
"p": 0.07179497927427292,
"m": 1.0
},
{
"p": 0.07156721502542496,
"m": 1.0
},
{
"p": 0.07134922593832016,
"m": 1.0
},
{
"p": 0.07137250155210495,
"m": 1.0
}
]
},
{
"epoch": 74,
"train_loss": 2.6809158325195312,
"val_loss": 1.00276780128479,
"acc": 65.9,
"time": 252.5105411768891,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142606377601624,
"m": 1.0
},
{
"p": 0.07123299688100815,
"m": 1.0
},
{
"p": 0.07150372117757797,
"m": 1.0
},
{
"p": 0.07139254361391068,
"m": 1.0
},
{
"p": 0.07141033560037613,
"m": 1.0
},
{
"p": 0.07140623778104782,
"m": 1.0
},
{
"p": 0.07147347927093506,
"m": 1.0
},
{
"p": 0.07140053808689117,
"m": 1.0
},
{
"p": 0.07144986838102341,
"m": 1.0
},
{
"p": 0.07144880294799805,
"m": 1.0
},
{
"p": 0.07149317115545273,
"m": 1.0
},
{
"p": 0.07144223898649216,
"m": 1.0
},
{
"p": 0.07145823538303375,
"m": 1.0
},
{
"p": 0.0714617446064949,
"m": 1.0
}
]
},
{
"epoch": 75,
"train_loss": 2.1244688034057617,
"val_loss": 1.0682237148284912,
"acc": 64.94,
"time": 253.27976912003942,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07148701697587967,
"m": 1.0
},
{
"p": 0.07118675112724304,
"m": 1.0
},
{
"p": 0.07147613912820816,
"m": 1.0
},
{
"p": 0.07141555845737457,
"m": 1.0
},
{
"p": 0.07136847823858261,
"m": 1.0
},
{
"p": 0.07120825350284576,
"m": 1.0
},
{
"p": 0.07142458856105804,
"m": 1.0
},
{
"p": 0.07152921706438065,
"m": 1.0
},
{
"p": 0.07150708884000778,
"m": 1.0
},
{
"p": 0.07151824980974197,
"m": 1.0
},
{
"p": 0.0714438408613205,
"m": 1.0
},
{
"p": 0.07154630124568939,
"m": 1.0
},
{
"p": 0.07155074924230576,
"m": 1.0
},
{
"p": 0.07133777439594269,
"m": 1.0
}
]
},
{
"epoch": 76,
"train_loss": 2.1599600315093994,
"val_loss": 0.8509728908538818,
"acc": 67.1,
"time": 252.86790475598536,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07148171216249466,
"m": 1.0
},
{
"p": 0.07135339826345444,
"m": 1.0
},
{
"p": 0.07148901373147964,
"m": 1.0
},
{
"p": 0.07142385095357895,
"m": 1.0
},
{
"p": 0.07133016735315323,
"m": 1.0
},
{
"p": 0.07134678214788437,
"m": 1.0
},
{
"p": 0.07149476557970047,
"m": 1.0
},
{
"p": 0.07141373306512833,
"m": 1.0
},
{
"p": 0.0713750571012497,
"m": 1.0
},
{
"p": 0.07148337364196777,
"m": 1.0
},
{
"p": 0.07151246070861816,
"m": 1.0
},
{
"p": 0.07143966853618622,
"m": 1.0
},
{
"p": 0.07149206101894379,
"m": 1.0
},
{
"p": 0.07136394083499908,
"m": 1.0
}
]
},
{
"epoch": 77,
"train_loss": 2.813467025756836,
"val_loss": 0.924721360206604,
"acc": 65.86,
"time": 253.29457079293206,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07130882143974304,
"m": 1.0
},
{
"p": 0.07133640348911285,
"m": 1.0
},
{
"p": 0.07151225209236145,
"m": 1.0
},
{
"p": 0.0714077278971672,
"m": 1.0
},
{
"p": 0.07136731594800949,
"m": 1.0
},
{
"p": 0.07132290303707123,
"m": 1.0
},
{
"p": 0.07152333110570908,
"m": 1.0
},
{
"p": 0.07143010944128036,
"m": 1.0
},
{
"p": 0.07150357216596603,
"m": 1.0
},
{
"p": 0.07145477831363678,
"m": 1.0
},
{
"p": 0.0714573934674263,
"m": 1.0
},
{
"p": 0.07138596475124359,
"m": 1.0
},
{
"p": 0.07157531380653381,
"m": 1.0
},
{
"p": 0.07141411304473877,
"m": 1.0
}
]
},
{
"epoch": 78,
"train_loss": 2.7196078300476074,
"val_loss": 0.9665659666061401,
"acc": 66.33,
"time": 253.1540680360049,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07145325839519501,
"m": 1.0
},
{
"p": 0.07130260020494461,
"m": 1.0
},
{
"p": 0.07144317030906677,
"m": 1.0
},
{
"p": 0.07136531174182892,
"m": 1.0
},
{
"p": 0.07134583592414856,
"m": 1.0
},
{
"p": 0.07141949236392975,
"m": 1.0
},
{
"p": 0.07146184146404266,
"m": 1.0
},
{
"p": 0.07145117968320847,
"m": 1.0
},
{
"p": 0.0714811459183693,
"m": 1.0
},
{
"p": 0.07154008001089096,
"m": 1.0
},
{
"p": 0.07150667160749435,
"m": 1.0
},
{
"p": 0.07135963439941406,
"m": 1.0
},
{
"p": 0.07146773487329483,
"m": 1.0
},
{
"p": 0.07140204310417175,
"m": 1.0
}
]
},
{
"epoch": 79,
"train_loss": 2.344944953918457,
"val_loss": 0.9551132321357727,
"acc": 67.35,
"time": 252.93974686414003,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07147765904664993,
"m": 1.0
},
{
"p": 0.07133152335882187,
"m": 1.0
},
{
"p": 0.07148566842079163,
"m": 1.0
},
{
"p": 0.071363665163517,
"m": 1.0
},
{
"p": 0.07135914266109467,
"m": 1.0
},
{
"p": 0.07136496156454086,
"m": 1.0
},
{
"p": 0.07147211581468582,
"m": 1.0
},
{
"p": 0.07142862677574158,
"m": 1.0
},
{
"p": 0.07152887433767319,
"m": 1.0
},
{
"p": 0.07147636264562607,
"m": 1.0
},
{
"p": 0.07152029871940613,
"m": 1.0
},
{
"p": 0.07143108546733856,
"m": 1.0
},
{
"p": 0.07149562239646912,
"m": 1.0
},
{
"p": 0.07126443088054657,
"m": 1.0
}
]
},
{
"epoch": 80,
"train_loss": 2.4263200759887695,
"val_loss": 1.0769864320755005,
"acc": 66.09,
"time": 252.53492965502664,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07153009623289108,
"m": 1.0
},
{
"p": 0.07135928422212601,
"m": 1.0
},
{
"p": 0.07142243534326553,
"m": 1.0
},
{
"p": 0.07138172537088394,
"m": 1.0
},
{
"p": 0.07141637057065964,
"m": 1.0
},
{
"p": 0.07129242271184921,
"m": 1.0
},
{
"p": 0.07137987017631531,
"m": 1.0
},
{
"p": 0.07143682986497879,
"m": 1.0
},
{
"p": 0.07132091373205185,
"m": 1.0
},
{
"p": 0.07143965363502502,
"m": 1.0
},
{
"p": 0.07165898382663727,
"m": 1.0
},
{
"p": 0.07143732905387878,
"m": 1.0
},
{
"p": 0.07147801667451859,
"m": 1.0
},
{
"p": 0.07144604623317719,
"m": 1.0
}
]
},
{
"epoch": 81,
"train_loss": 2.4384307861328125,
"val_loss": 0.9751127362251282,
"acc": 65.41,
"time": 253.11882073804736,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143451273441315,
"m": 1.0
},
{
"p": 0.07143858075141907,
"m": 1.0
},
{
"p": 0.07149817049503326,
"m": 1.0
},
{
"p": 0.07128175348043442,
"m": 1.0
},
{
"p": 0.07143998891115189,
"m": 1.0
},
{
"p": 0.07135162502527237,
"m": 1.0
},
{
"p": 0.07145515084266663,
"m": 1.0
},
{
"p": 0.07140912860631943,
"m": 1.0
},
{
"p": 0.071497842669487,
"m": 1.0
},
{
"p": 0.07138665020465851,
"m": 1.0
},
{
"p": 0.0715685486793518,
"m": 1.0
},
{
"p": 0.07134206593036652,
"m": 1.0
},
{
"p": 0.07159934937953949,
"m": 1.0
},
{
"p": 0.07129667699337006,
"m": 1.0
}
]
},
{
"epoch": 82,
"train_loss": 2.4748330116271973,
"val_loss": 1.0728055238723755,
"acc": 67.43,
"time": 253.56247090594843,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714387372136116,
"m": 1.0
},
{
"p": 0.07130639255046844,
"m": 1.0
},
{
"p": 0.0715499073266983,
"m": 1.0
},
{
"p": 0.07133205980062485,
"m": 1.0
},
{
"p": 0.0713849738240242,
"m": 1.0
},
{
"p": 0.07141701877117157,
"m": 1.0
},
{
"p": 0.07143623381853104,
"m": 1.0
},
{
"p": 0.07152151316404343,
"m": 1.0
},
{
"p": 0.07148952782154083,
"m": 1.0
},
{
"p": 0.07128385454416275,
"m": 1.0
},
{
"p": 0.07158468663692474,
"m": 1.0
},
{
"p": 0.07160988450050354,
"m": 1.0
},
{
"p": 0.07133529335260391,
"m": 1.0
},
{
"p": 0.071309894323349,
"m": 1.0
}
]
},
{
"epoch": 83,
"train_loss": 2.3681254386901855,
"val_loss": 0.9700859785079956,
"acc": 66.63,
"time": 252.70388359809294,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143913209438324,
"m": 1.0
},
{
"p": 0.07136999070644379,
"m": 1.0
},
{
"p": 0.0714787095785141,
"m": 1.0
},
{
"p": 0.071458600461483,
"m": 1.0
},
{
"p": 0.07127785682678223,
"m": 1.0
},
{
"p": 0.07139027118682861,
"m": 1.0
},
{
"p": 0.07144707441329956,
"m": 1.0
},
{
"p": 0.07148495316505432,
"m": 1.0
},
{
"p": 0.07136990129947662,
"m": 1.0
},
{
"p": 0.07143192738294601,
"m": 1.0
},
{
"p": 0.07149638235569,
"m": 1.0
},
{
"p": 0.07149675488471985,
"m": 1.0
},
{
"p": 0.07146928459405899,
"m": 1.0
},
{
"p": 0.07138919830322266,
"m": 1.0
}
]
},
{
"epoch": 84,
"train_loss": 2.14888334274292,
"val_loss": 0.9110990166664124,
"acc": 66.9,
"time": 254.80215798388235,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07147020846605301,
"m": 1.0
},
{
"p": 0.07128864526748657,
"m": 1.0
},
{
"p": 0.07141000032424927,
"m": 1.0
},
{
"p": 0.07139558345079422,
"m": 1.0
},
{
"p": 0.07130519300699234,
"m": 1.0
},
{
"p": 0.07143358141183853,
"m": 1.0
},
{
"p": 0.07139499485492706,
"m": 1.0
},
{
"p": 0.07146488130092621,
"m": 1.0
},
{
"p": 0.07147808372974396,
"m": 1.0
},
{
"p": 0.07142890989780426,
"m": 1.0
},
{
"p": 0.07150750607252121,
"m": 1.0
},
{
"p": 0.07151523977518082,
"m": 1.0
},
{
"p": 0.07150587439537048,
"m": 1.0
},
{
"p": 0.07140129059553146,
"m": 1.0
}
]
},
{
"epoch": 85,
"train_loss": 2.640991449356079,
"val_loss": 0.9824159741401672,
"acc": 66.88,
"time": 253.60315658384934,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07146404683589935,
"m": 1.0
},
{
"p": 0.07115772366523743,
"m": 1.0
},
{
"p": 0.07157056778669357,
"m": 1.0
},
{
"p": 0.07126697897911072,
"m": 1.0
},
{
"p": 0.07131616771221161,
"m": 1.0
},
{
"p": 0.0713287740945816,
"m": 1.0
},
{
"p": 0.07141134887933731,
"m": 1.0
},
{
"p": 0.0713946595788002,
"m": 1.0
},
{
"p": 0.0714261457324028,
"m": 1.0
},
{
"p": 0.07160722464323044,
"m": 1.0
},
{
"p": 0.07146434485912323,
"m": 1.0
},
{
"p": 0.07152090221643448,
"m": 1.0
},
{
"p": 0.07157278060913086,
"m": 1.0
},
{
"p": 0.07149827480316162,
"m": 1.0
}
]
},
{
"epoch": 86,
"train_loss": 2.434115409851074,
"val_loss": 0.9543010592460632,
"acc": 65.84,
"time": 252.4097213537898,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07150886952877045,
"m": 1.0
},
{
"p": 0.07121435552835464,
"m": 1.0
},
{
"p": 0.07149498909711838,
"m": 1.0
},
{
"p": 0.07142079621553421,
"m": 1.0
},
{
"p": 0.07132547348737717,
"m": 1.0
},
{
"p": 0.07136718928813934,
"m": 1.0
},
{
"p": 0.07160181552171707,
"m": 1.0
},
{
"p": 0.0715760737657547,
"m": 1.0
},
{
"p": 0.07149020582437515,
"m": 1.0
},
{
"p": 0.07155375182628632,
"m": 1.0
},
{
"p": 0.07135819643735886,
"m": 1.0
},
{
"p": 0.07136916369199753,
"m": 1.0
},
{
"p": 0.07141619175672531,
"m": 1.0
},
{
"p": 0.07130291312932968,
"m": 1.0
}
]
},
{
"epoch": 87,
"train_loss": 2.3632874488830566,
"val_loss": 0.9720121026039124,
"acc": 67.41,
"time": 252.20580966491252,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144205272197723,
"m": 1.0
},
{
"p": 0.07124030590057373,
"m": 1.0
},
{
"p": 0.0714804157614708,
"m": 1.0
},
{
"p": 0.07143151760101318,
"m": 1.0
},
{
"p": 0.07132240384817123,
"m": 1.0
},
{
"p": 0.07132632285356522,
"m": 1.0
},
{
"p": 0.07139651477336884,
"m": 1.0
},
{
"p": 0.07143362611532211,
"m": 1.0
},
{
"p": 0.07152555137872696,
"m": 1.0
},
{
"p": 0.07141588628292084,
"m": 1.0
},
{
"p": 0.07164544612169266,
"m": 1.0
},
{
"p": 0.0714225247502327,
"m": 1.0
},
{
"p": 0.07157327234745026,
"m": 1.0
},
{
"p": 0.07134419679641724,
"m": 1.0
}
]
},
{
"epoch": 88,
"train_loss": 2.4930179119110107,
"val_loss": 1.0359828472137451,
"acc": 67.46,
"time": 251.70839251601137,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.071473628282547,
"m": 1.0
},
{
"p": 0.07122636586427689,
"m": 1.0
},
{
"p": 0.07152557373046875,
"m": 1.0
},
{
"p": 0.07152856141328812,
"m": 1.0
},
{
"p": 0.07143735140562057,
"m": 1.0
},
{
"p": 0.07123026996850967,
"m": 1.0
},
{
"p": 0.0714905858039856,
"m": 1.0
},
{
"p": 0.07174107432365417,
"m": 1.0
},
{
"p": 0.07134795188903809,
"m": 1.0
},
{
"p": 0.07138989120721817,
"m": 1.0
},
{
"p": 0.0715477243065834,
"m": 1.0
},
{
"p": 0.0713348314166069,
"m": 1.0
},
{
"p": 0.07150543481111526,
"m": 1.0
},
{
"p": 0.07122071832418442,
"m": 1.0
}
]
},
{
"epoch": 89,
"train_loss": 2.41389536857605,
"val_loss": 0.8776819109916687,
"acc": 68.72,
"time": 254.16219524480402,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07147444039583206,
"m": 1.0
},
{
"p": 0.07114103436470032,
"m": 1.0
},
{
"p": 0.07143885642290115,
"m": 1.0
},
{
"p": 0.07129793614149094,
"m": 1.0
},
{
"p": 0.0713253989815712,
"m": 1.0
},
{
"p": 0.07139921188354492,
"m": 1.0
},
{
"p": 0.07160026580095291,
"m": 1.0
},
{
"p": 0.07152044773101807,
"m": 1.0
},
{
"p": 0.07146897912025452,
"m": 1.0
},
{
"p": 0.07147443294525146,
"m": 1.0
},
{
"p": 0.07160062342882156,
"m": 1.0
},
{
"p": 0.07144106179475784,
"m": 1.0
},
{
"p": 0.07150527089834213,
"m": 1.0
},
{
"p": 0.07131209224462509,
"m": 1.0
}
]
},
{
"epoch": 90,
"train_loss": 2.314969539642334,
"val_loss": 0.9303960204124451,
"acc": 67.9,
"time": 253.6212173390668,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07146061956882477,
"m": 1.0
},
{
"p": 0.07133189588785172,
"m": 1.0
},
{
"p": 0.0716061145067215,
"m": 1.0
},
{
"p": 0.07144664973020554,
"m": 1.0
},
{
"p": 0.07152954488992691,
"m": 1.0
},
{
"p": 0.07135335355997086,
"m": 1.0
},
{
"p": 0.07135362178087234,
"m": 1.0
},
{
"p": 0.0714820846915245,
"m": 1.0
},
{
"p": 0.07134281098842621,
"m": 1.0
},
{
"p": 0.07141885906457901,
"m": 1.0
},
{
"p": 0.07159785181283951,
"m": 1.0
},
{
"p": 0.07152572274208069,
"m": 1.0
},
{
"p": 0.07145103812217712,
"m": 1.0
},
{
"p": 0.07109981775283813,
"m": 1.0
}
]
},
{
"epoch": 91,
"train_loss": 2.067113161087036,
"val_loss": 0.8996906280517578,
"acc": 67.31,
"time": 253.55681525310501,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07146281749010086,
"m": 1.0
},
{
"p": 0.07127752900123596,
"m": 1.0
},
{
"p": 0.07139470428228378,
"m": 1.0
},
{
"p": 0.07154067605733871,
"m": 1.0
},
{
"p": 0.07122274488210678,
"m": 1.0
},
{
"p": 0.0713236853480339,
"m": 1.0
},
{
"p": 0.07141312211751938,
"m": 1.0
},
{
"p": 0.07150217890739441,
"m": 1.0
},
{
"p": 0.07161898165941238,
"m": 1.0
},
{
"p": 0.07152503728866577,
"m": 1.0
},
{
"p": 0.07131042331457138,
"m": 1.0
},
{
"p": 0.07140789926052094,
"m": 1.0
},
{
"p": 0.07149186730384827,
"m": 1.0
},
{
"p": 0.07150831818580627,
"m": 1.0
}
]
},
{
"epoch": 92,
"train_loss": 2.010772943496704,
"val_loss": 1.0163227319717407,
"acc": 67.67,
"time": 252.47039353102446,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144735008478165,
"m": 1.0
},
{
"p": 0.07135044783353806,
"m": 1.0
},
{
"p": 0.07141195237636566,
"m": 1.0
},
{
"p": 0.07127688825130463,
"m": 1.0
},
{
"p": 0.0713752955198288,
"m": 1.0
},
{
"p": 0.07131749391555786,
"m": 1.0
},
{
"p": 0.07144393026828766,
"m": 1.0
},
{
"p": 0.07151025533676147,
"m": 1.0
},
{
"p": 0.071429543197155,
"m": 1.0
},
{
"p": 0.07148192077875137,
"m": 1.0
},
{
"p": 0.07153763622045517,
"m": 1.0
},
{
"p": 0.07145306468009949,
"m": 1.0
},
{
"p": 0.07154687494039536,
"m": 1.0
},
{
"p": 0.07141735404729843,
"m": 1.0
}
]
},
{
"epoch": 93,
"train_loss": 2.328397035598755,
"val_loss": 0.8205835819244385,
"acc": 68.74,
"time": 252.233786738012,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0713639184832573,
"m": 1.0
},
{
"p": 0.07148806750774384,
"m": 1.0
},
{
"p": 0.07150176167488098,
"m": 1.0
},
{
"p": 0.07137501239776611,
"m": 1.0
},
{
"p": 0.07122290879487991,
"m": 1.0
},
{
"p": 0.07094195485115051,
"m": 1.0
},
{
"p": 0.07144340127706528,
"m": 1.0
},
{
"p": 0.07156744599342346,
"m": 1.0
},
{
"p": 0.07154975086450577,
"m": 1.0
},
{
"p": 0.07151643931865692,
"m": 1.0
},
{
"p": 0.07153340429067612,
"m": 1.0
},
{
"p": 0.07161286473274231,
"m": 1.0
},
{
"p": 0.07158488035202026,
"m": 1.0
},
{
"p": 0.07129820436239243,
"m": 1.0
}
]
},
{
"epoch": 94,
"train_loss": 2.244171619415283,
"val_loss": 0.9131731390953064,
"acc": 67.72,
"time": 252.48328642291017,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07158707082271576,
"m": 1.0
},
{
"p": 0.07156230509281158,
"m": 1.0
},
{
"p": 0.07131890207529068,
"m": 1.0
},
{
"p": 0.0714273527264595,
"m": 1.0
},
{
"p": 0.07138459384441376,
"m": 1.0
},
{
"p": 0.07121459394693375,
"m": 1.0
},
{
"p": 0.07126317173242569,
"m": 1.0
},
{
"p": 0.07127460837364197,
"m": 1.0
},
{
"p": 0.07144981622695923,
"m": 1.0
},
{
"p": 0.07141219824552536,
"m": 1.0
},
{
"p": 0.07160034030675888,
"m": 1.0
},
{
"p": 0.07164768129587173,
"m": 1.0
},
{
"p": 0.07154126465320587,
"m": 1.0
},
{
"p": 0.07131606340408325,
"m": 1.0
}
]
},
{
"epoch": 95,
"train_loss": 1.8097379207611084,
"val_loss": 0.9892694354057312,
"acc": 66.87,
"time": 253.21482269605622,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07157079130411148,
"m": 1.0
},
{
"p": 0.07136324793100357,
"m": 1.0
},
{
"p": 0.07124937325716019,
"m": 1.0
},
{
"p": 0.07154009491205215,
"m": 1.0
},
{
"p": 0.07139656692743301,
"m": 1.0
},
{
"p": 0.07125483453273773,
"m": 1.0
},
{
"p": 0.07153411209583282,
"m": 1.0
},
{
"p": 0.0713169053196907,
"m": 1.0
},
{
"p": 0.07151208817958832,
"m": 1.0
},
{
"p": 0.07135030627250671,
"m": 1.0
},
{
"p": 0.07150772958993912,
"m": 1.0
},
{
"p": 0.0714578777551651,
"m": 1.0
},
{
"p": 0.0716201663017273,
"m": 1.0
},
{
"p": 0.0713258907198906,
"m": 1.0
}
]
},
{
"epoch": 96,
"train_loss": 2.3847224712371826,
"val_loss": 0.8871968388557434,
"acc": 68.75,
"time": 254.24681989499368,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07137668877840042,
"m": 1.0
},
{
"p": 0.07130131125450134,
"m": 1.0
},
{
"p": 0.07136939465999603,
"m": 1.0
},
{
"p": 0.07149946689605713,
"m": 1.0
},
{
"p": 0.07139649242162704,
"m": 1.0
},
{
"p": 0.07137780636548996,
"m": 1.0
},
{
"p": 0.07135576009750366,
"m": 1.0
},
{
"p": 0.0714556872844696,
"m": 1.0
},
{
"p": 0.07160317152738571,
"m": 1.0
},
{
"p": 0.07151409983634949,
"m": 1.0
},
{
"p": 0.07154367119073868,
"m": 1.0
},
{
"p": 0.07146423310041428,
"m": 1.0
},
{
"p": 0.07149112969636917,
"m": 1.0
},
{
"p": 0.07125110179185867,
"m": 1.0
}
]
},
{
"epoch": 97,
"train_loss": 2.645735263824463,
"val_loss": 0.957602322101593,
"acc": 67.21,
"time": 252.7874091840349,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07153844833374023,
"m": 1.0
},
{
"p": 0.07153857499361038,
"m": 1.0
},
{
"p": 0.0715930238366127,
"m": 1.0
},
{
"p": 0.07142405956983566,
"m": 1.0
},
{
"p": 0.07129865884780884,
"m": 1.0
},
{
"p": 0.07125813513994217,
"m": 1.0
},
{
"p": 0.0713399350643158,
"m": 1.0
},
{
"p": 0.07131774723529816,
"m": 1.0
},
{
"p": 0.07135160267353058,
"m": 1.0
},
{
"p": 0.07150404155254364,
"m": 1.0
},
{
"p": 0.07135149836540222,
"m": 1.0
},
{
"p": 0.07166550308465958,
"m": 1.0
},
{
"p": 0.07165294140577316,
"m": 1.0
},
{
"p": 0.07116588205099106,
"m": 1.0
}
]
},
{
"epoch": 98,
"train_loss": 2.4541003704071045,
"val_loss": 0.8762677907943726,
"acc": 68.2,
"time": 253.23419889318757,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714433565735817,
"m": 1.0
},
{
"p": 0.07128553092479706,
"m": 1.0
},
{
"p": 0.07152619957923889,
"m": 1.0
},
{
"p": 0.07156992703676224,
"m": 1.0
},
{
"p": 0.07133211940526962,
"m": 1.0
},
{
"p": 0.07128211855888367,
"m": 1.0
},
{
"p": 0.07135125994682312,
"m": 1.0
},
{
"p": 0.07141510397195816,
"m": 1.0
},
{
"p": 0.07155277580022812,
"m": 1.0
},
{
"p": 0.07151523232460022,
"m": 1.0
},
{
"p": 0.07152795791625977,
"m": 1.0
},
{
"p": 0.07140471786260605,
"m": 1.0
},
{
"p": 0.07160279899835587,
"m": 1.0
},
{
"p": 0.07119090855121613,
"m": 1.0
}
]
},
{
"epoch": 99,
"train_loss": 2.285475015640259,
"val_loss": 0.8805782794952393,
"acc": 69.11,
"time": 253.41386634414084,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07152368873357773,
"m": 1.0
},
{
"p": 0.07123786956071854,
"m": 1.0
},
{
"p": 0.07139768451452255,
"m": 1.0
},
{
"p": 0.07122296094894409,
"m": 1.0
},
{
"p": 0.07136078178882599,
"m": 1.0
},
{
"p": 0.07128549367189407,
"m": 1.0
},
{
"p": 0.07144279778003693,
"m": 1.0
},
{
"p": 0.07144448161125183,
"m": 1.0
},
{
"p": 0.07161492854356766,
"m": 1.0
},
{
"p": 0.07152482867240906,
"m": 1.0
},
{
"p": 0.07164375483989716,
"m": 1.0
},
{
"p": 0.07137465476989746,
"m": 1.0
},
{
"p": 0.07154137641191483,
"m": 1.0
},
{
"p": 0.07138466835021973,
"m": 1.0
}
]
},
{
"epoch": 100,
"train_loss": 2.0442094802856445,
"val_loss": 0.9427210688591003,
"acc": 68.1,
"time": 252.94773328886367,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714774802327156,
"m": 1.0
},
{
"p": 0.07101532071828842,
"m": 1.0
},
{
"p": 0.07153637707233429,
"m": 1.0
},
{
"p": 0.07148831337690353,
"m": 1.0
},
{
"p": 0.07118933647871017,
"m": 1.0
},
{
"p": 0.071119025349617,
"m": 1.0
},
{
"p": 0.07155238091945648,
"m": 1.0
},
{
"p": 0.07144081592559814,
"m": 1.0
},
{
"p": 0.07149519771337509,
"m": 1.0
},
{
"p": 0.0717492401599884,
"m": 1.0
},
{
"p": 0.0715826004743576,
"m": 1.0
},
{
"p": 0.07138978689908981,
"m": 1.0
},
{
"p": 0.0714491456747055,
"m": 1.0
},
{
"p": 0.07151491940021515,
"m": 1.0
}
]
},
{
"epoch": 101,
"train_loss": 2.087996482849121,
"val_loss": 0.9205617308616638,
"acc": 68.91,
"time": 252.43108956702054,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07152268290519714,
"m": 1.0
},
{
"p": 0.07132040709257126,
"m": 1.0
},
{
"p": 0.07119445502758026,
"m": 1.0
},
{
"p": 0.07119587808847427,
"m": 1.0
},
{
"p": 0.07122275978326797,
"m": 1.0
},
{
"p": 0.07139764726161957,
"m": 1.0
},
{
"p": 0.07139022648334503,
"m": 1.0
},
{
"p": 0.07141409814357758,
"m": 1.0
},
{
"p": 0.07161764800548553,
"m": 1.0
},
{
"p": 0.07169312983751297,
"m": 1.0
},
{
"p": 0.0716402679681778,
"m": 1.0
},
{
"p": 0.07143032550811768,
"m": 1.0
},
{
"p": 0.07161486148834229,
"m": 1.0
},
{
"p": 0.07134561240673065,
"m": 1.0
}
]
},
{
"epoch": 102,
"train_loss": 2.2884721755981445,
"val_loss": 0.8358568549156189,
"acc": 68.26,
"time": 253.27957139001228,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07128813862800598,
"m": 1.0
},
{
"p": 0.07135515660047531,
"m": 1.0
},
{
"p": 0.0714663714170456,
"m": 1.0
},
{
"p": 0.07143712043762207,
"m": 1.0
},
{
"p": 0.07118727266788483,
"m": 1.0
},
{
"p": 0.07111725956201553,
"m": 1.0
},
{
"p": 0.07139620929956436,
"m": 1.0
},
{
"p": 0.07142936438322067,
"m": 1.0
},
{
"p": 0.07166243344545364,
"m": 1.0
},
{
"p": 0.07158487290143967,
"m": 1.0
},
{
"p": 0.0715053603053093,
"m": 1.0
},
{
"p": 0.07147888094186783,
"m": 1.0
},
{
"p": 0.07172475010156631,
"m": 1.0
},
{
"p": 0.07136676460504532,
"m": 1.0
}
]
},
{
"epoch": 103,
"train_loss": 1.9888801574707031,
"val_loss": 1.0104457139968872,
"acc": 68.62,
"time": 251.78635451407172,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07157029956579208,
"m": 1.0
},
{
"p": 0.07125914096832275,
"m": 1.0
},
{
"p": 0.07158879935741425,
"m": 1.0
},
{
"p": 0.0715155303478241,
"m": 1.0
},
{
"p": 0.07137627899646759,
"m": 1.0
},
{
"p": 0.07134154438972473,
"m": 1.0
},
{
"p": 0.07177072763442993,
"m": 1.0
},
{
"p": 0.07141740620136261,
"m": 1.0
},
{
"p": 0.07154884189367294,
"m": 1.0
},
{
"p": 0.07141193747520447,
"m": 1.0
},
{
"p": 0.0712093710899353,
"m": 1.0
},
{
"p": 0.0715671256184578,
"m": 1.0
},
{
"p": 0.07130971550941467,
"m": 1.0
},
{
"p": 0.07111328840255737,
"m": 1.0
}
]
},
{
"epoch": 104,
"train_loss": 1.9195460081100464,
"val_loss": 0.9836021065711975,
"acc": 69.63,
"time": 254.35696898098104,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.071372851729393,
"m": 1.0
},
{
"p": 0.07143872231245041,
"m": 1.0
},
{
"p": 0.07161163538694382,
"m": 1.0
},
{
"p": 0.07151173800230026,
"m": 1.0
},
{
"p": 0.07131770998239517,
"m": 1.0
},
{
"p": 0.07128192484378815,
"m": 1.0
},
{
"p": 0.07147738337516785,
"m": 1.0
},
{
"p": 0.07129822671413422,
"m": 1.0
},
{
"p": 0.07154051214456558,
"m": 1.0
},
{
"p": 0.07148697972297668,
"m": 1.0
},
{
"p": 0.0714750736951828,
"m": 1.0
},
{
"p": 0.07146035134792328,
"m": 1.0
},
{
"p": 0.07147043943405151,
"m": 1.0
},
{
"p": 0.07125650346279144,
"m": 1.0
}
]
},
{
"epoch": 105,
"train_loss": 2.192185163497925,
"val_loss": 0.8457648754119873,
"acc": 69.06,
"time": 253.16253366088495,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07148322463035583,
"m": 1.0
},
{
"p": 0.07140221446752548,
"m": 1.0
},
{
"p": 0.07141664624214172,
"m": 1.0
},
{
"p": 0.0714041069149971,
"m": 1.0
},
{
"p": 0.07119705528020859,
"m": 1.0
},
{
"p": 0.07128147780895233,
"m": 1.0
},
{
"p": 0.07147160172462463,
"m": 1.0
},
{
"p": 0.07137908041477203,
"m": 1.0
},
{
"p": 0.07159560173749924,
"m": 1.0
},
{
"p": 0.07139720767736435,
"m": 1.0
},
{
"p": 0.07170379161834717,
"m": 1.0
},
{
"p": 0.07159695029258728,
"m": 1.0
},
{
"p": 0.07156703621149063,
"m": 1.0
},
{
"p": 0.0711040198802948,
"m": 1.0
}
]
},
{
"epoch": 106,
"train_loss": 1.9833264350891113,
"val_loss": 0.9578930735588074,
"acc": 69.58,
"time": 253.5362762378063,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07151474803686142,
"m": 1.0
},
{
"p": 0.07104167342185974,
"m": 1.0
},
{
"p": 0.07156787812709808,
"m": 1.0
},
{
"p": 0.0713360607624054,
"m": 1.0
},
{
"p": 0.0711752325296402,
"m": 1.0
},
{
"p": 0.07125446200370789,
"m": 1.0
},
{
"p": 0.07151804864406586,
"m": 1.0
},
{
"p": 0.07140526175498962,
"m": 1.0
},
{
"p": 0.0714242234826088,
"m": 1.0
},
{
"p": 0.07156140357255936,
"m": 1.0
},
{
"p": 0.07165345549583435,
"m": 1.0
},
{
"p": 0.0715814083814621,
"m": 1.0
},
{
"p": 0.07159177958965302,
"m": 1.0
},
{
"p": 0.0713743045926094,
"m": 1.0
}
]
},
{
"epoch": 107,
"train_loss": 2.1349539756774902,
"val_loss": 0.9338535666465759,
"acc": 68.65,
"time": 253.2485563249793,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07151365280151367,
"m": 1.0
},
{
"p": 0.0713200494647026,
"m": 1.0
},
{
"p": 0.07153503596782684,
"m": 1.0
},
{
"p": 0.07147138565778732,
"m": 1.0
},
{
"p": 0.07131711393594742,
"m": 1.0
},
{
"p": 0.07137780636548996,
"m": 1.0
},
{
"p": 0.07132463157176971,
"m": 1.0
},
{
"p": 0.07122005522251129,
"m": 1.0
},
{
"p": 0.07124805450439453,
"m": 1.0
},
{
"p": 0.07168367505073547,
"m": 1.0
},
{
"p": 0.0715252012014389,
"m": 1.0
},
{
"p": 0.07164320349693298,
"m": 1.0
},
{
"p": 0.0714833065867424,
"m": 1.0
},
{
"p": 0.07133685797452927,
"m": 1.0
}
]
},
{
"epoch": 108,
"train_loss": 1.786132574081421,
"val_loss": 0.782369077205658,
"acc": 69.19,
"time": 254.85529467999004,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07160081714391708,
"m": 1.0
},
{
"p": 0.07110418379306793,
"m": 1.0
},
{
"p": 0.07174624502658844,
"m": 1.0
},
{
"p": 0.07159938663244247,
"m": 1.0
},
{
"p": 0.0711868479847908,
"m": 1.0
},
{
"p": 0.07131356000900269,
"m": 1.0
},
{
"p": 0.07137872278690338,
"m": 1.0
},
{
"p": 0.07140141725540161,
"m": 1.0
},
{
"p": 0.07139629125595093,
"m": 1.0
},
{
"p": 0.07135903090238571,
"m": 1.0
},
{
"p": 0.07160414755344391,
"m": 1.0
},
{
"p": 0.07136103510856628,
"m": 1.0
},
{
"p": 0.07144931703805923,
"m": 1.0
},
{
"p": 0.07149900496006012,
"m": 1.0
}
]
},
{
"epoch": 109,
"train_loss": 2.0254921913146973,
"val_loss": 0.8236331939697266,
"acc": 70.03,
"time": 253.0395589300897,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07150555402040482,
"m": 1.0
},
{
"p": 0.07121599465608597,
"m": 1.0
},
{
"p": 0.07144853472709656,
"m": 1.0
},
{
"p": 0.07148530334234238,
"m": 1.0
},
{
"p": 0.07139204442501068,
"m": 1.0
},
{
"p": 0.07141376286745071,
"m": 1.0
},
{
"p": 0.07144322991371155,
"m": 1.0
},
{
"p": 0.07136862725019455,
"m": 1.0
},
{
"p": 0.07137682288885117,
"m": 1.0
},
{
"p": 0.07146692276000977,
"m": 1.0
},
{
"p": 0.07155776768922806,
"m": 1.0
},
{
"p": 0.07157552242279053,
"m": 1.0
},
{
"p": 0.07154173403978348,
"m": 1.0
},
{
"p": 0.07120818644762039,
"m": 1.0
}
]
},
{
"epoch": 110,
"train_loss": 1.994621753692627,
"val_loss": 0.8681852221488953,
"acc": 69.71,
"time": 253.28095977008343,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07149914652109146,
"m": 1.0
},
{
"p": 0.07139682024717331,
"m": 1.0
},
{
"p": 0.07159847021102905,
"m": 1.0
},
{
"p": 0.07132741063833237,
"m": 1.0
},
{
"p": 0.07143072038888931,
"m": 1.0
},
{
"p": 0.07121676951646805,
"m": 1.0
},
{
"p": 0.07133635878562927,
"m": 1.0
},
{
"p": 0.07146771997213364,
"m": 1.0
},
{
"p": 0.07144287973642349,
"m": 1.0
},
{
"p": 0.07161272317171097,
"m": 1.0
},
{
"p": 0.0713743343949318,
"m": 1.0
},
{
"p": 0.07142811268568039,
"m": 1.0
},
{
"p": 0.07150539755821228,
"m": 1.0
},
{
"p": 0.07136315107345581,
"m": 1.0
}
]
},
{
"epoch": 111,
"train_loss": 1.9013627767562866,
"val_loss": 0.9181017875671387,
"acc": 69.25,
"time": 252.3513978861738,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07168791443109512,
"m": 1.0
},
{
"p": 0.07120902091264725,
"m": 1.0
},
{
"p": 0.07168500870466232,
"m": 1.0
},
{
"p": 0.07117122411727905,
"m": 1.0
},
{
"p": 0.07123152166604996,
"m": 1.0
},
{
"p": 0.07137937098741531,
"m": 1.0
},
{
"p": 0.071450375020504,
"m": 1.0
},
{
"p": 0.07145856320858002,
"m": 1.0
},
{
"p": 0.07143072783946991,
"m": 1.0
},
{
"p": 0.07148648053407669,
"m": 1.0
},
{
"p": 0.0714884027838707,
"m": 1.0
},
{
"p": 0.07158694416284561,
"m": 1.0
},
{
"p": 0.07137301564216614,
"m": 1.0
},
{
"p": 0.07136145979166031,
"m": 1.0
}
]
},
{
"epoch": 112,
"train_loss": 2.200756311416626,
"val_loss": 0.9262942671775818,
"acc": 69.69,
"time": 252.45600369013846,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07149076461791992,
"m": 1.0
},
{
"p": 0.071342334151268,
"m": 1.0
},
{
"p": 0.07131292670965195,
"m": 1.0
},
{
"p": 0.07167205214500427,
"m": 1.0
},
{
"p": 0.0710797980427742,
"m": 1.0
},
{
"p": 0.07149191945791245,
"m": 1.0
},
{
"p": 0.07143726199865341,
"m": 1.0
},
{
"p": 0.07173988968133926,
"m": 1.0
},
{
"p": 0.07140915095806122,
"m": 1.0
},
{
"p": 0.07146473973989487,
"m": 1.0
},
{
"p": 0.07147302478551865,
"m": 1.0
},
{
"p": 0.07132649421691895,
"m": 1.0
},
{
"p": 0.07140081375837326,
"m": 1.0
},
{
"p": 0.07135886698961258,
"m": 1.0
}
]
},
{
"epoch": 113,
"train_loss": 1.9778515100479126,
"val_loss": 0.8844752907752991,
"acc": 68.21,
"time": 253.13001242210157,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0717160627245903,
"m": 1.0
},
{
"p": 0.07140347361564636,
"m": 1.0
},
{
"p": 0.07160203158855438,
"m": 1.0
},
{
"p": 0.0714033767580986,
"m": 1.0
},
{
"p": 0.07118293642997742,
"m": 1.0
},
{
"p": 0.07104507088661194,
"m": 1.0
},
{
"p": 0.07135937362909317,
"m": 1.0
},
{
"p": 0.07136122137308121,
"m": 1.0
},
{
"p": 0.0713636577129364,
"m": 1.0
},
{
"p": 0.07186014950275421,
"m": 1.0
},
{
"p": 0.07125885784626007,
"m": 1.0
},
{
"p": 0.0715240016579628,
"m": 1.0
},
{
"p": 0.07144728302955627,
"m": 1.0
},
{
"p": 0.07147248834371567,
"m": 1.0
}
]
},
{
"epoch": 114,
"train_loss": 2.1677727699279785,
"val_loss": 1.0013388395309448,
"acc": 69.47,
"time": 253.46378963300958,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07167614251375198,
"m": 1.0
},
{
"p": 0.0712895393371582,
"m": 1.0
},
{
"p": 0.07146526128053665,
"m": 1.0
},
{
"p": 0.07148715853691101,
"m": 1.0
},
{
"p": 0.07122261077165604,
"m": 1.0
},
{
"p": 0.07149015367031097,
"m": 1.0
},
{
"p": 0.07150883972644806,
"m": 1.0
},
{
"p": 0.07138900458812714,
"m": 1.0
},
{
"p": 0.0714443176984787,
"m": 1.0
},
{
"p": 0.0715554729104042,
"m": 1.0
},
{
"p": 0.07138042896986008,
"m": 1.0
},
{
"p": 0.07144040614366531,
"m": 1.0
},
{
"p": 0.07139944285154343,
"m": 1.0
},
{
"p": 0.0712512880563736,
"m": 1.0
}
]
},
{
"epoch": 115,
"train_loss": 1.9933534860610962,
"val_loss": 0.9343134760856628,
"acc": 68.61,
"time": 252.42456440394744,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07155390828847885,
"m": 1.0
},
{
"p": 0.07125343382358551,
"m": 1.0
},
{
"p": 0.07183211296796799,
"m": 1.0
},
{
"p": 0.07132989913225174,
"m": 1.0
},
{
"p": 0.0711834728717804,
"m": 1.0
},
{
"p": 0.07107507437467575,
"m": 1.0
},
{
"p": 0.07136862725019455,
"m": 1.0
},
{
"p": 0.07152862846851349,
"m": 1.0
},
{
"p": 0.07148408144712448,
"m": 1.0
},
{
"p": 0.0715136006474495,
"m": 1.0
},
{
"p": 0.0712602362036705,
"m": 1.0
},
{
"p": 0.07136540114879608,
"m": 1.0
},
{
"p": 0.07168905436992645,
"m": 1.0
},
{
"p": 0.07156246900558472,
"m": 1.0
}
]
},
{
"epoch": 116,
"train_loss": 1.9879586696624756,
"val_loss": 0.9529205560684204,
"acc": 68.87,
"time": 252.9919168620836,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07170112431049347,
"m": 1.0
},
{
"p": 0.07110632956027985,
"m": 1.0
},
{
"p": 0.07123897969722748,
"m": 1.0
},
{
"p": 0.07162486016750336,
"m": 1.0
},
{
"p": 0.0714167132973671,
"m": 1.0
},
{
"p": 0.07135607302188873,
"m": 1.0
},
{
"p": 0.07163098454475403,
"m": 1.0
},
{
"p": 0.07129049301147461,
"m": 1.0
},
{
"p": 0.07115323096513748,
"m": 1.0
},
{
"p": 0.07144977152347565,
"m": 1.0
},
{
"p": 0.07159607112407684,
"m": 1.0
},
{
"p": 0.07137377560138702,
"m": 1.0
},
{
"p": 0.07145527005195618,
"m": 1.0
},
{
"p": 0.07160628587007523,
"m": 1.0
}
]
},
{
"epoch": 117,
"train_loss": 1.9845236539840698,
"val_loss": 0.9461835622787476,
"acc": 69.9,
"time": 252.9678965860512,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07159268856048584,
"m": 1.0
},
{
"p": 0.07146880030632019,
"m": 1.0
},
{
"p": 0.07136362046003342,
"m": 1.0
},
{
"p": 0.07124584913253784,
"m": 1.0
},
{
"p": 0.0715203657746315,
"m": 1.0
},
{
"p": 0.07131442427635193,
"m": 1.0
},
{
"p": 0.07134794443845749,
"m": 1.0
},
{
"p": 0.07140710204839706,
"m": 1.0
},
{
"p": 0.0716467872262001,
"m": 1.0
},
{
"p": 0.07145466655492783,
"m": 1.0
},
{
"p": 0.07149004936218262,
"m": 1.0
},
{
"p": 0.07105886936187744,
"m": 1.0
},
{
"p": 0.07163000106811523,
"m": 1.0
},
{
"p": 0.07145880162715912,
"m": 1.0
}
]
},
{
"epoch": 118,
"train_loss": 2.176417350769043,
"val_loss": 0.9098128080368042,
"acc": 68.98,
"time": 252.37585728405975,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07151297479867935,
"m": 1.0
},
{
"p": 0.0714045912027359,
"m": 1.0
},
{
"p": 0.07140437513589859,
"m": 1.0
},
{
"p": 0.07144208997488022,
"m": 1.0
},
{
"p": 0.0713965967297554,
"m": 1.0
},
{
"p": 0.07120932638645172,
"m": 1.0
},
{
"p": 0.07176177203655243,
"m": 1.0
},
{
"p": 0.07143064588308334,
"m": 1.0
},
{
"p": 0.07164432853460312,
"m": 1.0
},
{
"p": 0.07117347419261932,
"m": 1.0
},
{
"p": 0.07123195379972458,
"m": 1.0
},
{
"p": 0.07145294547080994,
"m": 1.0
},
{
"p": 0.07151157408952713,
"m": 1.0
},
{
"p": 0.07142332941293716,
"m": 1.0
}
]
},
{
"epoch": 119,
"train_loss": 1.8651156425476074,
"val_loss": 0.8632826805114746,
"acc": 70.21,
"time": 253.5051645389758,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07148650288581848,
"m": 1.0
},
{
"p": 0.07180113345384598,
"m": 1.0
},
{
"p": 0.07139856368303299,
"m": 1.0
},
{
"p": 0.07151304185390472,
"m": 1.0
},
{
"p": 0.07118362933397293,
"m": 1.0
},
{
"p": 0.07131768763065338,
"m": 1.0
},
{
"p": 0.07137414067983627,
"m": 1.0
},
{
"p": 0.0715612843632698,
"m": 1.0
},
{
"p": 0.07156787067651749,
"m": 1.0
},
{
"p": 0.0711832121014595,
"m": 1.0
},
{
"p": 0.07138331234455109,
"m": 1.0
},
{
"p": 0.07161500304937363,
"m": 1.0
},
{
"p": 0.07141470909118652,
"m": 1.0
},
{
"p": 0.07119990140199661,
"m": 1.0
}
]
},
{
"epoch": 120,
"train_loss": 1.9128776788711548,
"val_loss": 0.8884401321411133,
"acc": 70.01,
"time": 253.53645381191745,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07139813154935837,
"m": 1.0
},
{
"p": 0.0712839812040329,
"m": 1.0
},
{
"p": 0.07142385095357895,
"m": 1.0
},
{
"p": 0.07149875164031982,
"m": 1.0
},
{
"p": 0.07135052978992462,
"m": 1.0
},
{
"p": 0.07144733518362045,
"m": 1.0
},
{
"p": 0.07143404334783554,
"m": 1.0
},
{
"p": 0.07114672660827637,
"m": 1.0
},
{
"p": 0.07150788605213165,
"m": 1.0
},
{
"p": 0.07164674997329712,
"m": 1.0
},
{
"p": 0.07146212458610535,
"m": 1.0
},
{
"p": 0.07160679250955582,
"m": 1.0
},
{
"p": 0.07147712260484695,
"m": 1.0
},
{
"p": 0.07131598144769669,
"m": 1.0
}
]
},
{
"epoch": 121,
"train_loss": 2.042181968688965,
"val_loss": 0.894392192363739,
"acc": 69.07,
"time": 252.45592034002766,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07160843163728714,
"m": 1.0
},
{
"p": 0.0710052028298378,
"m": 1.0
},
{
"p": 0.07179936021566391,
"m": 1.0
},
{
"p": 0.07132838666439056,
"m": 1.0
},
{
"p": 0.07155272364616394,
"m": 1.0
},
{
"p": 0.0710628479719162,
"m": 1.0
},
{
"p": 0.0714760273694992,
"m": 1.0
},
{
"p": 0.07167255878448486,
"m": 1.0
},
{
"p": 0.0710979774594307,
"m": 1.0
},
{
"p": 0.07151293009519577,
"m": 1.0
},
{
"p": 0.07144732028245926,
"m": 1.0
},
{
"p": 0.07147786766290665,
"m": 1.0
},
{
"p": 0.07151591032743454,
"m": 1.0
},
{
"p": 0.07144244015216827,
"m": 1.0
}
]
},
{
"epoch": 122,
"train_loss": 1.7338056564331055,
"val_loss": 0.9457237720489502,
"acc": 69.38,
"time": 252.7554649449885,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0715450793504715,
"m": 1.0
},
{
"p": 0.0713818222284317,
"m": 1.0
},
{
"p": 0.07143311947584152,
"m": 1.0
},
{
"p": 0.07120203971862793,
"m": 1.0
},
{
"p": 0.07137489318847656,
"m": 1.0
},
{
"p": 0.07124599069356918,
"m": 1.0
},
{
"p": 0.07141135632991791,
"m": 1.0
},
{
"p": 0.071405790746212,
"m": 1.0
},
{
"p": 0.07146550714969635,
"m": 1.0
},
{
"p": 0.07157808542251587,
"m": 1.0
},
{
"p": 0.07129906862974167,
"m": 1.0
},
{
"p": 0.07159513980150223,
"m": 1.0
},
{
"p": 0.07164042443037033,
"m": 1.0
},
{
"p": 0.07142167538404465,
"m": 1.0
}
]
},
{
"epoch": 123,
"train_loss": 2.119985818862915,
"val_loss": 0.8757362961769104,
"acc": 69.95,
"time": 252.16433837381192,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07162691652774811,
"m": 1.0
},
{
"p": 0.07141609489917755,
"m": 1.0
},
{
"p": 0.07163115590810776,
"m": 1.0
},
{
"p": 0.07129979133605957,
"m": 1.0
},
{
"p": 0.07135150581598282,
"m": 1.0
},
{
"p": 0.07107724249362946,
"m": 1.0
},
{
"p": 0.07133785635232925,
"m": 1.0
},
{
"p": 0.071568064391613,
"m": 1.0
},
{
"p": 0.07164784520864487,
"m": 1.0
},
{
"p": 0.07130614668130875,
"m": 1.0
},
{
"p": 0.07163053005933762,
"m": 1.0
},
{
"p": 0.07125341147184372,
"m": 1.0
},
{
"p": 0.07148362696170807,
"m": 1.0
},
{
"p": 0.07136978209018707,
"m": 1.0
}
]
},
{
"epoch": 124,
"train_loss": 1.971702218055725,
"val_loss": 0.913088858127594,
"acc": 70.42,
"time": 252.03360545798205,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0716414675116539,
"m": 1.0
},
{
"p": 0.07128676772117615,
"m": 1.0
},
{
"p": 0.07143787294626236,
"m": 1.0
},
{
"p": 0.07130881398916245,
"m": 1.0
},
{
"p": 0.0712943896651268,
"m": 1.0
},
{
"p": 0.07145445048809052,
"m": 1.0
},
{
"p": 0.07139398157596588,
"m": 1.0
},
{
"p": 0.07140055298805237,
"m": 1.0
},
{
"p": 0.07154542952775955,
"m": 1.0
},
{
"p": 0.07155238837003708,
"m": 1.0
},
{
"p": 0.07126480340957642,
"m": 1.0
},
{
"p": 0.07154536247253418,
"m": 1.0
},
{
"p": 0.07141895592212677,
"m": 1.0
},
{
"p": 0.0714547410607338,
"m": 1.0
}
]
},
{
"epoch": 125,
"train_loss": 1.9815740585327148,
"val_loss": 0.847551703453064,
"acc": 70.3,
"time": 252.79575959499925,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07145606726408005,
"m": 1.0
},
{
"p": 0.07090523838996887,
"m": 1.0
},
{
"p": 0.07150328159332275,
"m": 1.0
},
{
"p": 0.07149839401245117,
"m": 1.0
},
{
"p": 0.07121018320322037,
"m": 1.0
},
{
"p": 0.07122767716646194,
"m": 1.0
},
{
"p": 0.07139281928539276,
"m": 1.0
},
{
"p": 0.07148925960063934,
"m": 1.0
},
{
"p": 0.07171547412872314,
"m": 1.0
},
{
"p": 0.07152866572141647,
"m": 1.0
},
{
"p": 0.07162417471408844,
"m": 1.0
},
{
"p": 0.07131209224462509,
"m": 1.0
},
{
"p": 0.07170110940933228,
"m": 1.0
},
{
"p": 0.07143556326627731,
"m": 1.0
}
]
},
{
"epoch": 126,
"train_loss": 2.0939934253692627,
"val_loss": 0.7909649610519409,
"acc": 69.92,
"time": 252.94126313901506,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143602520227432,
"m": 1.0
},
{
"p": 0.07114449143409729,
"m": 1.0
},
{
"p": 0.0720064640045166,
"m": 1.0
},
{
"p": 0.07128402590751648,
"m": 1.0
},
{
"p": 0.0712960734963417,
"m": 1.0
},
{
"p": 0.07131445407867432,
"m": 1.0
},
{
"p": 0.0713304653763771,
"m": 1.0
},
{
"p": 0.07163737714290619,
"m": 1.0
},
{
"p": 0.07128766924142838,
"m": 1.0
},
{
"p": 0.07133336365222931,
"m": 1.0
},
{
"p": 0.0716271698474884,
"m": 1.0
},
{
"p": 0.07159813493490219,
"m": 1.0
},
{
"p": 0.07153823971748352,
"m": 1.0
},
{
"p": 0.071166031062603,
"m": 1.0
}
]
},
{
"epoch": 127,
"train_loss": 2.353148937225342,
"val_loss": 0.9324228763580322,
"acc": 68.14,
"time": 253.5737020589877,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07157829403877258,
"m": 1.0
},
{
"p": 0.07109319418668747,
"m": 1.0
},
{
"p": 0.07151227444410324,
"m": 1.0
},
{
"p": 0.07174614071846008,
"m": 1.0
},
{
"p": 0.07151032239198685,
"m": 1.0
},
{
"p": 0.07096080482006073,
"m": 1.0
},
{
"p": 0.07112099230289459,
"m": 1.0
},
{
"p": 0.07155966013669968,
"m": 1.0
},
{
"p": 0.07155781984329224,
"m": 1.0
},
{
"p": 0.07147008180618286,
"m": 1.0
},
{
"p": 0.07174590229988098,
"m": 1.0
},
{
"p": 0.07129811495542526,
"m": 1.0
},
{
"p": 0.07139895856380463,
"m": 1.0
},
{
"p": 0.07144745439291,
"m": 1.0
}
]
},
{
"epoch": 128,
"train_loss": 1.92983877658844,
"val_loss": 0.9150681495666504,
"acc": 70.66,
"time": 253.26271013193764,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142043858766556,
"m": 1.0
},
{
"p": 0.07120763510465622,
"m": 1.0
},
{
"p": 0.0715530589222908,
"m": 1.0
},
{
"p": 0.07152415812015533,
"m": 1.0
},
{
"p": 0.07124291360378265,
"m": 1.0
},
{
"p": 0.07152383029460907,
"m": 1.0
},
{
"p": 0.07124223560094833,
"m": 1.0
},
{
"p": 0.07135381549596786,
"m": 1.0
},
{
"p": 0.07163900136947632,
"m": 1.0
},
{
"p": 0.07142912596464157,
"m": 1.0
},
{
"p": 0.0715385377407074,
"m": 1.0
},
{
"p": 0.07149074971675873,
"m": 1.0
},
{
"p": 0.0714111477136612,
"m": 1.0
},
{
"p": 0.07142335921525955,
"m": 1.0
}
]
},
{
"epoch": 129,
"train_loss": 1.9106264114379883,
"val_loss": 0.7332111597061157,
"acc": 70.19,
"time": 251.87153886281885,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0713408887386322,
"m": 1.0
},
{
"p": 0.07143989205360413,
"m": 1.0
},
{
"p": 0.07159661501646042,
"m": 1.0
},
{
"p": 0.07148226350545883,
"m": 1.0
},
{
"p": 0.07151012122631073,
"m": 1.0
},
{
"p": 0.07129395008087158,
"m": 1.0
},
{
"p": 0.07140226662158966,
"m": 1.0
},
{
"p": 0.07137623429298401,
"m": 1.0
},
{
"p": 0.07130935788154602,
"m": 1.0
},
{
"p": 0.07141442596912384,
"m": 1.0
},
{
"p": 0.0712847113609314,
"m": 1.0
},
{
"p": 0.07165037840604782,
"m": 1.0
},
{
"p": 0.07166791707277298,
"m": 1.0
},
{
"p": 0.07123097032308578,
"m": 1.0
}
]
},
{
"epoch": 130,
"train_loss": 1.8740569353103638,
"val_loss": 0.994506299495697,
"acc": 70.17,
"time": 252.253810724942,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07149861007928848,
"m": 1.0
},
{
"p": 0.07135534286499023,
"m": 1.0
},
{
"p": 0.0713164359331131,
"m": 1.0
},
{
"p": 0.07145249098539352,
"m": 1.0
},
{
"p": 0.07132521271705627,
"m": 1.0
},
{
"p": 0.07126173377037048,
"m": 1.0
},
{
"p": 0.07142375409603119,
"m": 1.0
},
{
"p": 0.07165133953094482,
"m": 1.0
},
{
"p": 0.07154745608568192,
"m": 1.0
},
{
"p": 0.07153410464525223,
"m": 1.0
},
{
"p": 0.0712936595082283,
"m": 1.0
},
{
"p": 0.0714830607175827,
"m": 1.0
},
{
"p": 0.07165517657995224,
"m": 1.0
},
{
"p": 0.0712016150355339,
"m": 1.0
}
]
},
{
"epoch": 131,
"train_loss": 2.066905975341797,
"val_loss": 0.8813689947128296,
"acc": 70.56,
"time": 252.3286337328609,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07160531729459763,
"m": 1.0
},
{
"p": 0.07116156071424484,
"m": 1.0
},
{
"p": 0.07155028730630875,
"m": 1.0
},
{
"p": 0.07143733650445938,
"m": 1.0
},
{
"p": 0.07162922620773315,
"m": 1.0
},
{
"p": 0.07104935497045517,
"m": 1.0
},
{
"p": 0.07115848362445831,
"m": 1.0
},
{
"p": 0.07146914303302765,
"m": 1.0
},
{
"p": 0.07147243618965149,
"m": 1.0
},
{
"p": 0.07181329280138016,
"m": 1.0
},
{
"p": 0.07146639376878738,
"m": 1.0
},
{
"p": 0.07156793028116226,
"m": 1.0
},
{
"p": 0.07142357528209686,
"m": 1.0
},
{
"p": 0.07119567692279816,
"m": 1.0
}
]
},
{
"epoch": 132,
"train_loss": 2.0829336643218994,
"val_loss": 0.8575277924537659,
"acc": 69.85,
"time": 252.41054316796362,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714120864868164,
"m": 1.0
},
{
"p": 0.07146608084440231,
"m": 1.0
},
{
"p": 0.07148278504610062,
"m": 1.0
},
{
"p": 0.07099739462137222,
"m": 1.0
},
{
"p": 0.07143281400203705,
"m": 1.0
},
{
"p": 0.07131253182888031,
"m": 1.0
},
{
"p": 0.07137783616781235,
"m": 1.0
},
{
"p": 0.07161292433738708,
"m": 1.0
},
{
"p": 0.07143939286470413,
"m": 1.0
},
{
"p": 0.07149256020784378,
"m": 1.0
},
{
"p": 0.07166028767824173,
"m": 1.0
},
{
"p": 0.07155116647481918,
"m": 1.0
},
{
"p": 0.07156715542078018,
"m": 1.0
},
{
"p": 0.07119501382112503,
"m": 1.0
}
]
},
{
"epoch": 133,
"train_loss": 1.7891825437545776,
"val_loss": 0.7460637092590332,
"acc": 69.65,
"time": 254.16032736212946,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07147487998008728,
"m": 1.0
},
{
"p": 0.07132384181022644,
"m": 1.0
},
{
"p": 0.07147007435560226,
"m": 1.0
},
{
"p": 0.07172998040914536,
"m": 1.0
},
{
"p": 0.07151322811841965,
"m": 1.0
},
{
"p": 0.07125744968652725,
"m": 1.0
},
{
"p": 0.07141798734664917,
"m": 1.0
},
{
"p": 0.07121628522872925,
"m": 1.0
},
{
"p": 0.07141311466693878,
"m": 1.0
},
{
"p": 0.07150276750326157,
"m": 1.0
},
{
"p": 0.07151676714420319,
"m": 1.0
},
{
"p": 0.07154421508312225,
"m": 1.0
},
{
"p": 0.07143531739711761,
"m": 1.0
},
{
"p": 0.07118408381938934,
"m": 1.0
}
]
},
{
"epoch": 134,
"train_loss": 1.609092116355896,
"val_loss": 0.8394505381584167,
"acc": 70.24,
"time": 252.9150309599936,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07132131606340408,
"m": 1.0
},
{
"p": 0.07104751467704773,
"m": 1.0
},
{
"p": 0.07163567841053009,
"m": 1.0
},
{
"p": 0.07137133181095123,
"m": 1.0
},
{
"p": 0.07118076086044312,
"m": 1.0
},
{
"p": 0.07131797820329666,
"m": 1.0
},
{
"p": 0.07128819823265076,
"m": 1.0
},
{
"p": 0.07190069556236267,
"m": 1.0
},
{
"p": 0.0716765746474266,
"m": 1.0
},
{
"p": 0.07133509963750839,
"m": 1.0
},
{
"p": 0.07154961675405502,
"m": 1.0
},
{
"p": 0.07134390622377396,
"m": 1.0
},
{
"p": 0.0714593380689621,
"m": 1.0
},
{
"p": 0.07157200574874878,
"m": 1.0
}
]
},
{
"epoch": 135,
"train_loss": 1.800140380859375,
"val_loss": 0.8461079001426697,
"acc": 70.32,
"time": 253.05236020009033,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07148738205432892,
"m": 1.0
},
{
"p": 0.07102018594741821,
"m": 1.0
},
{
"p": 0.07143399119377136,
"m": 1.0
},
{
"p": 0.0713624581694603,
"m": 1.0
},
{
"p": 0.07145553827285767,
"m": 1.0
},
{
"p": 0.07104459404945374,
"m": 1.0
},
{
"p": 0.07165820896625519,
"m": 1.0
},
{
"p": 0.07124058157205582,
"m": 1.0
},
{
"p": 0.07146398723125458,
"m": 1.0
},
{
"p": 0.07166390120983124,
"m": 1.0
},
{
"p": 0.07138372212648392,
"m": 1.0
},
{
"p": 0.07153388857841492,
"m": 1.0
},
{
"p": 0.0716581791639328,
"m": 1.0
},
{
"p": 0.07159336656332016,
"m": 1.0
}
]
},
{
"epoch": 136,
"train_loss": 1.90310537815094,
"val_loss": 0.8142043352127075,
"acc": 71.45,
"time": 252.0181980440393,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07156235724687576,
"m": 1.0
},
{
"p": 0.0712396502494812,
"m": 1.0
},
{
"p": 0.07153777033090591,
"m": 1.0
},
{
"p": 0.07151885330677032,
"m": 1.0
},
{
"p": 0.07117177546024323,
"m": 1.0
},
{
"p": 0.07126176357269287,
"m": 1.0
},
{
"p": 0.07145977765321732,
"m": 1.0
},
{
"p": 0.07145241647958755,
"m": 1.0
},
{
"p": 0.0716186910867691,
"m": 1.0
},
{
"p": 0.07128886133432388,
"m": 1.0
},
{
"p": 0.07141073048114777,
"m": 1.0
},
{
"p": 0.07169884443283081,
"m": 1.0
},
{
"p": 0.07144560664892197,
"m": 1.0
},
{
"p": 0.07133292406797409,
"m": 1.0
}
]
},
{
"epoch": 137,
"train_loss": 1.9479615688323975,
"val_loss": 0.8814820647239685,
"acc": 70.79,
"time": 252.8114020000212,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.071249820291996,
"m": 1.0
},
{
"p": 0.07158791273832321,
"m": 1.0
},
{
"p": 0.07143490016460419,
"m": 1.0
},
{
"p": 0.07142685353755951,
"m": 1.0
},
{
"p": 0.07109756767749786,
"m": 1.0
},
{
"p": 0.07129966467618942,
"m": 1.0
},
{
"p": 0.07171802222728729,
"m": 1.0
},
{
"p": 0.07149547338485718,
"m": 1.0
},
{
"p": 0.07145746797323227,
"m": 1.0
},
{
"p": 0.07145145535469055,
"m": 1.0
},
{
"p": 0.07144176214933395,
"m": 1.0
},
{
"p": 0.0714879110455513,
"m": 1.0
},
{
"p": 0.0715654268860817,
"m": 1.0
},
{
"p": 0.07128575444221497,
"m": 1.0
}
]
},
{
"epoch": 138,
"train_loss": 1.7590056657791138,
"val_loss": 0.872016191482544,
"acc": 70.58,
"time": 252.59692060784437,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07140662521123886,
"m": 1.0
},
{
"p": 0.07141762226819992,
"m": 1.0
},
{
"p": 0.07139381021261215,
"m": 1.0
},
{
"p": 0.07169891893863678,
"m": 1.0
},
{
"p": 0.07130179554224014,
"m": 1.0
},
{
"p": 0.07116439193487167,
"m": 1.0
},
{
"p": 0.07131733745336533,
"m": 1.0
},
{
"p": 0.07112608850002289,
"m": 1.0
},
{
"p": 0.07154985517263412,
"m": 1.0
},
{
"p": 0.0714978277683258,
"m": 1.0
},
{
"p": 0.07164867222309113,
"m": 1.0
},
{
"p": 0.07138583809137344,
"m": 1.0
},
{
"p": 0.07152930647134781,
"m": 1.0
},
{
"p": 0.07156192511320114,
"m": 1.0
}
]
},
{
"epoch": 139,
"train_loss": 1.787517786026001,
"val_loss": 0.7161824107170105,
"acc": 70.86,
"time": 252.95642147189938,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144340127706528,
"m": 1.0
},
{
"p": 0.07126094400882721,
"m": 1.0
},
{
"p": 0.07163193821907043,
"m": 1.0
},
{
"p": 0.0713406354188919,
"m": 1.0
},
{
"p": 0.07133409380912781,
"m": 1.0
},
{
"p": 0.0710119679570198,
"m": 1.0
},
{
"p": 0.07185422629117966,
"m": 1.0
},
{
"p": 0.07130295038223267,
"m": 1.0
},
{
"p": 0.07147940248250961,
"m": 1.0
},
{
"p": 0.07156464457511902,
"m": 1.0
},
{
"p": 0.07171116024255753,
"m": 1.0
},
{
"p": 0.0713997408747673,
"m": 1.0
},
{
"p": 0.07136866450309753,
"m": 1.0
},
{
"p": 0.07129622250795364,
"m": 1.0
}
]
},
{
"epoch": 140,
"train_loss": 2.168668746948242,
"val_loss": 0.9703323245048523,
"acc": 70.63,
"time": 253.443705300102,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714927688241005,
"m": 1.0
},
{
"p": 0.07151222974061966,
"m": 1.0
},
{
"p": 0.07137162983417511,
"m": 1.0
},
{
"p": 0.07145585119724274,
"m": 1.0
},
{
"p": 0.07145703583955765,
"m": 1.0
},
{
"p": 0.07117877900600433,
"m": 1.0
},
{
"p": 0.07153880596160889,
"m": 1.0
},
{
"p": 0.07147587835788727,
"m": 1.0
},
{
"p": 0.07128944247961044,
"m": 1.0
},
{
"p": 0.07151815295219421,
"m": 1.0
},
{
"p": 0.07146170735359192,
"m": 1.0
},
{
"p": 0.07134198397397995,
"m": 1.0
},
{
"p": 0.07171440124511719,
"m": 1.0
},
{
"p": 0.07119128108024597,
"m": 1.0
}
]
},
{
"epoch": 141,
"train_loss": 1.932572841644287,
"val_loss": 0.9110816717147827,
"acc": 70.69,
"time": 253.80170035199262,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07140033692121506,
"m": 1.0
},
{
"p": 0.07095089554786682,
"m": 1.0
},
{
"p": 0.07154285162687302,
"m": 1.0
},
{
"p": 0.07113673537969589,
"m": 1.0
},
{
"p": 0.07134745270013809,
"m": 1.0
},
{
"p": 0.0713653415441513,
"m": 1.0
},
{
"p": 0.07135036587715149,
"m": 1.0
},
{
"p": 0.0716792643070221,
"m": 1.0
},
{
"p": 0.07142766565084457,
"m": 1.0
},
{
"p": 0.0715981274843216,
"m": 1.0
},
{
"p": 0.07167655229568481,
"m": 1.0
},
{
"p": 0.07153747230768204,
"m": 1.0
},
{
"p": 0.07148677110671997,
"m": 1.0
},
{
"p": 0.07150018215179443,
"m": 1.0
}
]
},
{
"epoch": 142,
"train_loss": 1.6824308633804321,
"val_loss": 0.8160143494606018,
"acc": 71.54,
"time": 252.23865311103873,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0716596320271492,
"m": 1.0
},
{
"p": 0.07133831083774567,
"m": 1.0
},
{
"p": 0.07155472785234451,
"m": 1.0
},
{
"p": 0.07120593637228012,
"m": 1.0
},
{
"p": 0.07155986875295639,
"m": 1.0
},
{
"p": 0.07131563872098923,
"m": 1.0
},
{
"p": 0.07134255021810532,
"m": 1.0
},
{
"p": 0.07140592485666275,
"m": 1.0
},
{
"p": 0.07165200263261795,
"m": 1.0
},
{
"p": 0.07162366807460785,
"m": 1.0
},
{
"p": 0.07092991471290588,
"m": 1.0
},
{
"p": 0.07152397185564041,
"m": 1.0
},
{
"p": 0.07165684551000595,
"m": 1.0
},
{
"p": 0.07123103737831116,
"m": 1.0
}
]
},
{
"epoch": 143,
"train_loss": 1.6518540382385254,
"val_loss": 0.8545773029327393,
"acc": 70.55,
"time": 252.71872423193417,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07136379927396774,
"m": 1.0
},
{
"p": 0.07133419066667557,
"m": 1.0
},
{
"p": 0.07158349454402924,
"m": 1.0
},
{
"p": 0.07134513556957245,
"m": 1.0
},
{
"p": 0.0709800124168396,
"m": 1.0
},
{
"p": 0.07104776054620743,
"m": 1.0
},
{
"p": 0.07167046517133713,
"m": 1.0
},
{
"p": 0.07150651514530182,
"m": 1.0
},
{
"p": 0.07161203026771545,
"m": 1.0
},
{
"p": 0.07152606546878815,
"m": 1.0
},
{
"p": 0.07153065502643585,
"m": 1.0
},
{
"p": 0.07165985554456711,
"m": 1.0
},
{
"p": 0.0714874342083931,
"m": 1.0
},
{
"p": 0.07135265320539474,
"m": 1.0
}
]
},
{
"epoch": 144,
"train_loss": 1.8837546110153198,
"val_loss": 0.925313413143158,
"acc": 70.54,
"time": 252.43091491400264,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07169394940137863,
"m": 1.0
},
{
"p": 0.07136015594005585,
"m": 1.0
},
{
"p": 0.07137095928192139,
"m": 1.0
},
{
"p": 0.07153023779392242,
"m": 1.0
},
{
"p": 0.07112528383731842,
"m": 1.0
},
{
"p": 0.07136454433202744,
"m": 1.0
},
{
"p": 0.0714234784245491,
"m": 1.0
},
{
"p": 0.0716421976685524,
"m": 1.0
},
{
"p": 0.07150159776210785,
"m": 1.0
},
{
"p": 0.07160430401563644,
"m": 1.0
},
{
"p": 0.07117509841918945,
"m": 1.0
},
{
"p": 0.07152041047811508,
"m": 1.0
},
{
"p": 0.07146068662405014,
"m": 1.0
},
{
"p": 0.0712270438671112,
"m": 1.0
}
]
},
{
"epoch": 145,
"train_loss": 1.8038017749786377,
"val_loss": 0.9413814544677734,
"acc": 71.58,
"time": 254.01192309590988,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0715053379535675,
"m": 1.0
},
{
"p": 0.07117541134357452,
"m": 1.0
},
{
"p": 0.07155320793390274,
"m": 1.0
},
{
"p": 0.0713529884815216,
"m": 1.0
},
{
"p": 0.07086174935102463,
"m": 1.0
},
{
"p": 0.07127781212329865,
"m": 1.0
},
{
"p": 0.07153138518333435,
"m": 1.0
},
{
"p": 0.07139764726161957,
"m": 1.0
},
{
"p": 0.0715843141078949,
"m": 1.0
},
{
"p": 0.07145395129919052,
"m": 1.0
},
{
"p": 0.0714881494641304,
"m": 1.0
},
{
"p": 0.07175515592098236,
"m": 1.0
},
{
"p": 0.07155707478523254,
"m": 1.0
},
{
"p": 0.0715058222413063,
"m": 1.0
}
]
},
{
"epoch": 146,
"train_loss": 2.259803056716919,
"val_loss": 0.7950771450996399,
"acc": 70.44,
"time": 252.14452967606485,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07134989649057388,
"m": 1.0
},
{
"p": 0.07128097862005234,
"m": 1.0
},
{
"p": 0.0714537501335144,
"m": 1.0
},
{
"p": 0.07140064984560013,
"m": 1.0
},
{
"p": 0.07108349353075027,
"m": 1.0
},
{
"p": 0.0712834894657135,
"m": 1.0
},
{
"p": 0.07151023298501968,
"m": 1.0
},
{
"p": 0.07153594493865967,
"m": 1.0
},
{
"p": 0.07145169377326965,
"m": 1.0
},
{
"p": 0.07176006585359573,
"m": 1.0
},
{
"p": 0.07142457365989685,
"m": 1.0
},
{
"p": 0.07158373296260834,
"m": 1.0
},
{
"p": 0.07151605933904648,
"m": 1.0
},
{
"p": 0.07136547565460205,
"m": 1.0
}
]
},
{
"epoch": 147,
"train_loss": 1.8690451383590698,
"val_loss": 0.8220739960670471,
"acc": 71.72,
"time": 253.20438962895423,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07126116007566452,
"m": 1.0
},
{
"p": 0.07115490734577179,
"m": 1.0
},
{
"p": 0.07146859169006348,
"m": 1.0
},
{
"p": 0.07158280164003372,
"m": 1.0
},
{
"p": 0.07140219956636429,
"m": 1.0
},
{
"p": 0.07138807326555252,
"m": 1.0
},
{
"p": 0.07144155353307724,
"m": 1.0
},
{
"p": 0.07150841504335403,
"m": 1.0
},
{
"p": 0.07137901335954666,
"m": 1.0
},
{
"p": 0.07135718315839767,
"m": 1.0
},
{
"p": 0.07167331129312515,
"m": 1.0
},
{
"p": 0.0713294968008995,
"m": 1.0
},
{
"p": 0.07139863073825836,
"m": 1.0
},
{
"p": 0.07165467739105225,
"m": 1.0
}
]
},
{
"epoch": 148,
"train_loss": 1.8857076168060303,
"val_loss": 0.7839296460151672,
"acc": 71.3,
"time": 253.6938843219541,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143542915582657,
"m": 1.0
},
{
"p": 0.07134213298559189,
"m": 1.0
},
{
"p": 0.07148866355419159,
"m": 1.0
},
{
"p": 0.0715404748916626,
"m": 1.0
},
{
"p": 0.07126741856336594,
"m": 1.0
},
{
"p": 0.07128667831420898,
"m": 1.0
},
{
"p": 0.07129709422588348,
"m": 1.0
},
{
"p": 0.07136178761720657,
"m": 1.0
},
{
"p": 0.07164326310157776,
"m": 1.0
},
{
"p": 0.07162974029779434,
"m": 1.0
},
{
"p": 0.07149628549814224,
"m": 1.0
},
{
"p": 0.07152444124221802,
"m": 1.0
},
{
"p": 0.07153654098510742,
"m": 1.0
},
{
"p": 0.0711500346660614,
"m": 1.0
}
]
},
{
"epoch": 149,
"train_loss": 1.9589097499847412,
"val_loss": 0.801190972328186,
"acc": 69.23,
"time": 254.33990191295743,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07161200046539307,
"m": 1.0
},
{
"p": 0.07114089280366898,
"m": 1.0
},
{
"p": 0.07158902287483215,
"m": 1.0
},
{
"p": 0.07146486639976501,
"m": 1.0
},
{
"p": 0.0710221454501152,
"m": 1.0
},
{
"p": 0.07137245684862137,
"m": 1.0
},
{
"p": 0.07149090617895126,
"m": 1.0
},
{
"p": 0.07142356038093567,
"m": 1.0
},
{
"p": 0.07172678411006927,
"m": 1.0
},
{
"p": 0.07154569029808044,
"m": 1.0
},
{
"p": 0.071357861161232,
"m": 1.0
},
{
"p": 0.07130225747823715,
"m": 1.0
},
{
"p": 0.07163045555353165,
"m": 1.0
},
{
"p": 0.07132108509540558,
"m": 1.0
}
]
},
{
"epoch": 150,
"train_loss": 1.9574635028839111,
"val_loss": 0.8428205251693726,
"acc": 71.8,
"time": 252.65859688795172,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.071481853723526,
"m": 1.0
},
{
"p": 0.07124928385019302,
"m": 1.0
},
{
"p": 0.07136571407318115,
"m": 1.0
},
{
"p": 0.07134667783975601,
"m": 1.0
},
{
"p": 0.07143425196409225,
"m": 1.0
},
{
"p": 0.07170633226633072,
"m": 1.0
},
{
"p": 0.07137809693813324,
"m": 1.0
},
{
"p": 0.07150156795978546,
"m": 1.0
},
{
"p": 0.07161776721477509,
"m": 1.0
},
{
"p": 0.07146152853965759,
"m": 1.0
},
{
"p": 0.07122323662042618,
"m": 1.0
},
{
"p": 0.07150173932313919,
"m": 1.0
},
{
"p": 0.0713765099644661,
"m": 1.0
},
{
"p": 0.0713554173707962,
"m": 1.0
}
]
}
]
}
Reference in a new issue View git blame Copy permalink