smart_augmentation/higher/res/log/Aug_mod(Data_augV5(UniformFx-9TFx1-MagFxSh)-LeNet)-100 epochs (dataug:0)- 0 in_it.json

4521 lines
No EOL
66 KiB
JSON
Executable file

{
"Accuracy": 66.91,
"Time": [
32.217622554740004,
1.3395452187081471
],
"Device": "TITAN RTX",
"Param_names": [
"Identity",
"FlipUD",
"FlipLR",
"TranslateX",
"TranslateY",
"BadTranslateX",
"BadTranslateX_neg",
"BadTranslateY",
"BadTranslateY_neg"
],
"Log": [
{
"epoch": 1,
"train_loss": 2.28836989402771,
"val_loss": 2.286513566970825,
"acc": 10.69,
"time": 27.109752741,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 2,
"train_loss": 2.2597477436065674,
"val_loss": 2.1248703002929688,
"acc": 20.16,
"time": 26.916850126000007,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 3,
"train_loss": 2.1986734867095947,
"val_loss": 2.0703721046447754,
"acc": 24.28,
"time": 27.685076636999995,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 4,
"train_loss": 2.078317880630493,
"val_loss": 1.9810658693313599,
"acc": 27.46,
"time": 27.558512124999993,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 5,
"train_loss": 2.131849527359009,
"val_loss": 1.9559948444366455,
"acc": 30.41,
"time": 29.047499416999997,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 6,
"train_loss": 2.108952283859253,
"val_loss": 1.8104832172393799,
"acc": 33.11,
"time": 33.472625085999994,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 7,
"train_loss": 1.9845449924468994,
"val_loss": 1.8121299743652344,
"acc": 37.44,
"time": 33.04062736399999,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 8,
"train_loss": 2.0267555713653564,
"val_loss": 1.8159102201461792,
"acc": 34.76,
"time": 31.79518106499998,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 9,
"train_loss": 1.975419282913208,
"val_loss": 1.6212304830551147,
"acc": 41.2,
"time": 33.55216272199999,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 10,
"train_loss": 1.9870045185089111,
"val_loss": 1.631515622138977,
"acc": 41.58,
"time": 32.870095135999975,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 11,
"train_loss": 2.139679193496704,
"val_loss": 1.668391466140747,
"acc": 42.17,
"time": 33.46516127900003,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 12,
"train_loss": 1.9893126487731934,
"val_loss": 1.678324580192566,
"acc": 42.66,
"time": 32.813328264000006,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 13,
"train_loss": 1.9729777574539185,
"val_loss": 1.747727632522583,
"acc": 40.12,
"time": 32.496977542000025,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 14,
"train_loss": 2.1566708087921143,
"val_loss": 1.5799816846847534,
"acc": 44.65,
"time": 33.284131865000006,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 15,
"train_loss": 2.0288307666778564,
"val_loss": 1.5414838790893555,
"acc": 44.68,
"time": 34.40933891900005,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 16,
"train_loss": 2.057403564453125,
"val_loss": 1.5459851026535034,
"acc": 46.55,
"time": 33.547162491999984,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 17,
"train_loss": 1.863241195678711,
"val_loss": 1.5089304447174072,
"acc": 46.64,
"time": 33.36566934000007,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 18,
"train_loss": 1.882369041442871,
"val_loss": 1.4521048069000244,
"acc": 48.36,
"time": 33.88358274500001,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 19,
"train_loss": 1.868415355682373,
"val_loss": 1.4924970865249634,
"acc": 46.73,
"time": 34.46051528500004,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 20,
"train_loss": 1.8964763879776,
"val_loss": 1.410622239112854,
"acc": 48.13,
"time": 33.26010386500002,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 21,
"train_loss": 1.8711869716644287,
"val_loss": 1.4152796268463135,
"acc": 49.18,
"time": 33.05130556200004,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 22,
"train_loss": 1.9203464984893799,
"val_loss": 1.3973058462142944,
"acc": 49.88,
"time": 32.723096128000066,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 23,
"train_loss": 1.9053295850753784,
"val_loss": 1.3966199159622192,
"acc": 51.06,
"time": 34.41938315699997,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 24,
"train_loss": 1.9284436702728271,
"val_loss": 1.3769792318344116,
"acc": 51.03,
"time": 32.82388717900005,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 25,
"train_loss": 1.688850998878479,
"val_loss": 1.4263134002685547,
"acc": 48.89,
"time": 33.38860244900002,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 26,
"train_loss": 1.8929013013839722,
"val_loss": 1.3475204706192017,
"acc": 51.79,
"time": 32.52946649699993,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 27,
"train_loss": 1.7646816968917847,
"val_loss": 1.3727747201919556,
"acc": 51.12,
"time": 33.27819210100006,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 28,
"train_loss": 1.714496374130249,
"val_loss": 1.2404193878173828,
"acc": 52.3,
"time": 33.37584631999994,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 29,
"train_loss": 1.84505033493042,
"val_loss": 1.3194890022277832,
"acc": 50.59,
"time": 32.77032135700006,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 30,
"train_loss": 1.9037444591522217,
"val_loss": 1.3815834522247314,
"acc": 53.17,
"time": 32.51734083699989,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 31,
"train_loss": 1.8287429809570312,
"val_loss": 1.3675864934921265,
"acc": 52.71,
"time": 32.60853640000005,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 32,
"train_loss": 1.812497615814209,
"val_loss": 1.3692736625671387,
"acc": 53.65,
"time": 32.10091573900013,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 33,
"train_loss": 1.9220616817474365,
"val_loss": 1.2167671918869019,
"acc": 53.17,
"time": 32.927716806000035,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 34,
"train_loss": 1.8525210618972778,
"val_loss": 1.24346125125885,
"acc": 55.4,
"time": 32.60595159400009,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 35,
"train_loss": 1.7604155540466309,
"val_loss": 1.1365007162094116,
"acc": 55.65,
"time": 32.83072556399998,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 36,
"train_loss": 1.727052092552185,
"val_loss": 1.3231769800186157,
"acc": 56.39,
"time": 33.46686282099995,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 37,
"train_loss": 1.6928733587265015,
"val_loss": 1.1839994192123413,
"acc": 56.47,
"time": 32.99480807400005,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 38,
"train_loss": 1.8107792139053345,
"val_loss": 1.230974555015564,
"acc": 55.7,
"time": 31.92221608900013,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 39,
"train_loss": 1.8207567930221558,
"val_loss": 1.2387486696243286,
"acc": 55.84,
"time": 32.8674909729998,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 40,
"train_loss": 1.6214027404785156,
"val_loss": 1.1798675060272217,
"acc": 56.67,
"time": 32.732139149999966,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 41,
"train_loss": 1.8269175291061401,
"val_loss": 1.1067367792129517,
"acc": 57.57,
"time": 33.22889324399989,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 42,
"train_loss": 1.8366889953613281,
"val_loss": 1.1352949142456055,
"acc": 58.37,
"time": 33.581676487000095,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 43,
"train_loss": 1.7570195198059082,
"val_loss": 1.257398247718811,
"acc": 56.85,
"time": 33.15539909800009,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 44,
"train_loss": 1.8219621181488037,
"val_loss": 1.1137439012527466,
"acc": 59.49,
"time": 32.403751635999924,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 45,
"train_loss": 1.800014615058899,
"val_loss": 1.2176212072372437,
"acc": 58.26,
"time": 31.791696609000155,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 46,
"train_loss": 1.7229310274124146,
"val_loss": 1.0294917821884155,
"acc": 58.52,
"time": 32.00101029799998,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 47,
"train_loss": 1.7608921527862549,
"val_loss": 1.145222544670105,
"acc": 58.4,
"time": 32.34642295699996,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 48,
"train_loss": 1.8612682819366455,
"val_loss": 1.238766074180603,
"acc": 60.72,
"time": 32.28340668999999,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 49,
"train_loss": 1.5812774896621704,
"val_loss": 1.1423163414001465,
"acc": 59.49,
"time": 31.62862597200001,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 50,
"train_loss": 1.780409336090088,
"val_loss": 1.1033037900924683,
"acc": 59.43,
"time": 32.05103410399988,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 51,
"train_loss": 1.6604628562927246,
"val_loss": 1.184449553489685,
"acc": 60.62,
"time": 31.826190864999944,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 52,
"train_loss": 1.71725332736969,
"val_loss": 1.1211214065551758,
"acc": 61.37,
"time": 31.91447706300005,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 53,
"train_loss": 1.7093915939331055,
"val_loss": 1.0521941184997559,
"acc": 60.98,
"time": 31.96460643499995,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 54,
"train_loss": 1.5717582702636719,
"val_loss": 1.1022415161132812,
"acc": 59.83,
"time": 31.993077185000175,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 55,
"train_loss": 1.7937768697738647,
"val_loss": 1.0664153099060059,
"acc": 59.92,
"time": 32.13297707599986,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 56,
"train_loss": 1.5873485803604126,
"val_loss": 1.1293891668319702,
"acc": 60.75,
"time": 35.491048743999954,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 57,
"train_loss": 1.6610854864120483,
"val_loss": 0.9851032495498657,
"acc": 62.55,
"time": 31.72510946600005,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 58,
"train_loss": 1.9175976514816284,
"val_loss": 1.1309216022491455,
"acc": 60.8,
"time": 31.783913816999984,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 59,
"train_loss": 1.8628488779067993,
"val_loss": 1.1801148653030396,
"acc": 61.67,
"time": 31.670907221000107,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 60,
"train_loss": 1.4742363691329956,
"val_loss": 1.0924227237701416,
"acc": 61.86,
"time": 33.32551304699973,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 61,
"train_loss": 1.7339452505111694,
"val_loss": 1.1577972173690796,
"acc": 61.69,
"time": 31.88066206600024,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 62,
"train_loss": 1.6508312225341797,
"val_loss": 1.0385946035385132,
"acc": 61.33,
"time": 32.840518369000165,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 63,
"train_loss": 1.5748989582061768,
"val_loss": 1.106903076171875,
"acc": 61.9,
"time": 32.320555743000114,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 64,
"train_loss": 1.676172137260437,
"val_loss": 1.0784507989883423,
"acc": 61.23,
"time": 32.84414077200017,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 65,
"train_loss": 1.5050686597824097,
"val_loss": 1.0411579608917236,
"acc": 62.13,
"time": 32.25436076799997,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 66,
"train_loss": 1.7315722703933716,
"val_loss": 1.0528686046600342,
"acc": 61.14,
"time": 32.106119146999845,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 67,
"train_loss": 1.4704160690307617,
"val_loss": 1.0998649597167969,
"acc": 61.88,
"time": 32.524487572,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 68,
"train_loss": 1.7741514444351196,
"val_loss": 1.053633451461792,
"acc": 63.04,
"time": 32.14660894099961,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 69,
"train_loss": 1.6503067016601562,
"val_loss": 1.1108711957931519,
"acc": 62.94,
"time": 32.42350274099999,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 70,
"train_loss": 1.6517858505249023,
"val_loss": 1.1242263317108154,
"acc": 62.79,
"time": 31.72402509099993,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 71,
"train_loss": 1.614306926727295,
"val_loss": 0.9801027178764343,
"acc": 63.5,
"time": 32.15712419900001,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 72,
"train_loss": 1.674810767173767,
"val_loss": 1.042397379875183,
"acc": 63.71,
"time": 32.763426028999675,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 73,
"train_loss": 1.6026647090911865,
"val_loss": 1.0713233947753906,
"acc": 63.89,
"time": 32.44585245799999,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 74,
"train_loss": 1.9327013492584229,
"val_loss": 1.0200786590576172,
"acc": 62.32,
"time": 32.10988956099982,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 75,
"train_loss": 1.49725341796875,
"val_loss": 0.9797989726066589,
"acc": 61.64,
"time": 32.04764317700028,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 76,
"train_loss": 1.6544698476791382,
"val_loss": 0.9762722849845886,
"acc": 63.95,
"time": 31.409392676999687,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 77,
"train_loss": 1.852475881576538,
"val_loss": 1.0068118572235107,
"acc": 62.84,
"time": 31.475187701999857,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 78,
"train_loss": 1.8196194171905518,
"val_loss": 1.0157612562179565,
"acc": 64.15,
"time": 30.813633982000283,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 79,
"train_loss": 1.484674096107483,
"val_loss": 1.0595171451568604,
"acc": 63.46,
"time": 30.904351978999784,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 80,
"train_loss": 1.5786579847335815,
"val_loss": 0.9410768747329712,
"acc": 64.57,
"time": 31.642404646999694,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 81,
"train_loss": 1.5754461288452148,
"val_loss": 1.0249706506729126,
"acc": 64.25,
"time": 32.4402772440003,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 82,
"train_loss": 1.5460832118988037,
"val_loss": 1.1004739999771118,
"acc": 65.52,
"time": 32.23657325299973,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 83,
"train_loss": 1.4366439580917358,
"val_loss": 1.088346004486084,
"acc": 64.53,
"time": 31.1653679179999,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 84,
"train_loss": 1.7833410501480103,
"val_loss": 0.9336134195327759,
"acc": 64.57,
"time": 31.130556799999795,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 85,
"train_loss": 1.6346900463104248,
"val_loss": 1.0059685707092285,
"acc": 64.96,
"time": 30.59446641500017,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 86,
"train_loss": 1.5982797145843506,
"val_loss": 1.010823130607605,
"acc": 65.16,
"time": 30.90697313999999,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 87,
"train_loss": 1.5878123044967651,
"val_loss": 0.9984490871429443,
"acc": 65.0,
"time": 32.966711195000244,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 88,
"train_loss": 1.5932520627975464,
"val_loss": 1.0079585313796997,
"acc": 65.88,
"time": 31.80813746700005,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 89,
"train_loss": 1.7055184841156006,
"val_loss": 0.9492636919021606,
"acc": 64.34,
"time": 32.12975106000022,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 90,
"train_loss": 1.6377935409545898,
"val_loss": 0.9351446628570557,
"acc": 65.44,
"time": 32.143999318999704,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 91,
"train_loss": 1.6619666814804077,
"val_loss": 0.9592053294181824,
"acc": 66.17,
"time": 32.15727251199996,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 92,
"train_loss": 1.4848558902740479,
"val_loss": 0.8784699440002441,
"acc": 65.85,
"time": 31.689278622000074,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 93,
"train_loss": 1.5672037601470947,
"val_loss": 1.1580370664596558,
"acc": 65.21,
"time": 31.840980328000114,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 94,
"train_loss": 1.3949328660964966,
"val_loss": 0.9897910356521606,
"acc": 64.99,
"time": 32.284250662999966,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 95,
"train_loss": 1.7019476890563965,
"val_loss": 0.9322240352630615,
"acc": 66.41,
"time": 31.77197684299972,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 96,
"train_loss": 1.6757893562316895,
"val_loss": 1.0198681354522705,
"acc": 66.18,
"time": 31.603242437000063,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 97,
"train_loss": 1.506690502166748,
"val_loss": 0.9494438767433167,
"acc": 64.91,
"time": 32.10765275199992,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 98,
"train_loss": 1.5559240579605103,
"val_loss": 1.1244711875915527,
"acc": 66.42,
"time": 32.53060727800039,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 99,
"train_loss": 1.5475503206253052,
"val_loss": 0.9263274073600769,
"acc": 66.91,
"time": 31.63976472200011,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
},
{
"epoch": 100,
"train_loss": 1.5308053493499756,
"val_loss": 1.0001065731048584,
"acc": 64.53,
"time": 31.511631059000138,
"param": [
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
},
{
"p": 0.1111111119389534,
"m": 1.0
}
]
}
]
}