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/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-MagFxSh)-LeNet)-100 epochs (dataug:0)- 0 in_it.json

6526 lines
No EOL
94 KiB
JSON
Executable file
Raw Blame History

{
"Accuracy": 47.25,
"Time": [
4.656894775489992,
0.23727728975585308
],
"Device": "GeForce GTX 1060 with Max-Q Design",
"Param_names": [
"Identity",
"FlipUD",
"FlipLR",
"Rotate",
"TranslateX",
"TranslateY",
"ShearX",
"ShearY",
"Contrast",
"Color",
"Brightness",
"Sharpness",
"Posterize",
"Solarize"
],
"Log": [
{
"epoch": 1,
"train_loss": 2.302067518234253,
"val_loss": 2.3028557300567627,
"acc": 11.25,
"time": 5.6180179989999885,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 2,
"train_loss": 2.3003690242767334,
"val_loss": 2.2994611263275146,
"acc": 13.38,
"time": 4.200984219999981,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 3,
"train_loss": 2.302016496658325,
"val_loss": 2.2990689277648926,
"acc": 10.65,
"time": 4.235324493000007,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 4,
"train_loss": 2.3003363609313965,
"val_loss": 2.2965896129608154,
"acc": 10.08,
"time": 4.182302082999996,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 5,
"train_loss": 2.2941200733184814,
"val_loss": 2.2893290519714355,
"acc": 11.44,
"time": 4.172195197000008,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 6,
"train_loss": 2.29669189453125,
"val_loss": 2.281104564666748,
"acc": 12.31,
"time": 4.194874793999986,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 7,
"train_loss": 2.283484697341919,
"val_loss": 2.279139280319214,
"acc": 11.72,
"time": 4.163249896999986,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 8,
"train_loss": 2.293560743331909,
"val_loss": 2.285541296005249,
"acc": 11.91,
"time": 4.174130512000005,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 9,
"train_loss": 2.282175302505493,
"val_loss": 2.2691707611083984,
"acc": 14.8,
"time": 4.497623895999993,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 10,
"train_loss": 2.268611192703247,
"val_loss": 2.253554582595825,
"acc": 14.03,
"time": 4.767235881999994,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 11,
"train_loss": 2.2595086097717285,
"val_loss": 2.242037534713745,
"acc": 19.01,
"time": 4.610953486999989,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 12,
"train_loss": 2.2397494316101074,
"val_loss": 2.19973087310791,
"acc": 22.51,
"time": 4.8984138369999926,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 13,
"train_loss": 2.2226181030273438,
"val_loss": 2.1579103469848633,
"acc": 25.45,
"time": 4.77519621899998,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 14,
"train_loss": 2.170577049255371,
"val_loss": 2.18142032623291,
"acc": 20.38,
"time": 4.672554044999998,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 15,
"train_loss": 2.174480438232422,
"val_loss": 2.0395307540893555,
"acc": 22.26,
"time": 4.703474061999998,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 16,
"train_loss": 2.177553415298462,
"val_loss": 2.1221251487731934,
"acc": 19.87,
"time": 4.728535545,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 17,
"train_loss": 2.2156894207000732,
"val_loss": 2.0129289627075195,
"acc": 26.73,
"time": 4.722937962999993,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 18,
"train_loss": 2.1786534786224365,
"val_loss": 2.0528194904327393,
"acc": 27.28,
"time": 5.247898625000005,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 19,
"train_loss": 2.1231167316436768,
"val_loss": 1.9888397455215454,
"acc": 28.41,
"time": 4.921762113999989,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 20,
"train_loss": 2.181028366088867,
"val_loss": 1.982812762260437,
"acc": 27.28,
"time": 5.2043518959999915,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 21,
"train_loss": 2.1449363231658936,
"val_loss": 2.0663812160491943,
"acc": 26.9,
"time": 4.748284687000023,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 22,
"train_loss": 2.1144320964813232,
"val_loss": 1.9846980571746826,
"acc": 28.6,
"time": 4.781070695999972,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 23,
"train_loss": 2.1348190307617188,
"val_loss": 1.936833143234253,
"acc": 30.18,
"time": 4.5756937339999695,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 24,
"train_loss": 2.1112444400787354,
"val_loss": 1.946001410484314,
"acc": 26.99,
"time": 4.700822293999977,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 25,
"train_loss": 2.141258716583252,
"val_loss": 1.9593721628189087,
"acc": 28.82,
"time": 4.479833700000029,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 26,
"train_loss": 2.0228121280670166,
"val_loss": 1.9372111558914185,
"acc": 31.51,
"time": 4.476567773999989,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 27,
"train_loss": 2.0429203510284424,
"val_loss": 1.853606939315796,
"acc": 32.91,
"time": 4.508585216000029,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 28,
"train_loss": 2.0546553134918213,
"val_loss": 1.8435723781585693,
"acc": 31.59,
"time": 4.505428644999995,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 29,
"train_loss": 2.0564746856689453,
"val_loss": 1.935693383216858,
"acc": 33.39,
"time": 4.4717313680000075,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 30,
"train_loss": 2.026045083999634,
"val_loss": 1.8296082019805908,
"acc": 32.73,
"time": 4.4895466269999815,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 31,
"train_loss": 1.992296576499939,
"val_loss": 1.8833516836166382,
"acc": 34.27,
"time": 4.4781097050000085,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 32,
"train_loss": 1.9901024103164673,
"val_loss": 1.8287357091903687,
"acc": 33.61,
"time": 4.49737048999998,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 33,
"train_loss": 1.971670389175415,
"val_loss": 1.8082833290100098,
"acc": 34.76,
"time": 4.771981241999981,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 34,
"train_loss": 2.033634901046753,
"val_loss": 1.7778133153915405,
"acc": 36.85,
"time": 4.697121647000017,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 35,
"train_loss": 1.9901058673858643,
"val_loss": 1.767751693725586,
"acc": 34.21,
"time": 5.2261419390000015,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 36,
"train_loss": 1.9762815237045288,
"val_loss": 1.8165730237960815,
"acc": 34.5,
"time": 4.916794945999982,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 37,
"train_loss": 2.114936113357544,
"val_loss": 1.8237097263336182,
"acc": 35.34,
"time": 4.54525223600001,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 38,
"train_loss": 1.9982839822769165,
"val_loss": 1.77471125125885,
"acc": 36.41,
"time": 4.626304964999974,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 39,
"train_loss": 1.9264695644378662,
"val_loss": 1.7513856887817383,
"acc": 36.38,
"time": 4.496803322000005,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 40,
"train_loss": 1.9048513174057007,
"val_loss": 1.6959365606307983,
"acc": 37.76,
"time": 4.476362825000024,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 41,
"train_loss": 1.915744662284851,
"val_loss": 1.7811228036880493,
"acc": 38.01,
"time": 4.487643437000031,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 42,
"train_loss": 2.01051926612854,
"val_loss": 1.7210246324539185,
"acc": 38.15,
"time": 4.513346486999978,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 43,
"train_loss": 1.920790433883667,
"val_loss": 1.6246341466903687,
"acc": 39.9,
"time": 4.6371242530000245,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 44,
"train_loss": 1.844370722770691,
"val_loss": 1.6989445686340332,
"acc": 38.85,
"time": 4.945795188000034,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 45,
"train_loss": 1.8898954391479492,
"val_loss": 1.6563796997070312,
"acc": 38.68,
"time": 4.853969996999979,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 46,
"train_loss": 1.8684340715408325,
"val_loss": 1.6115866899490356,
"acc": 40.15,
"time": 4.786461216000021,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 47,
"train_loss": 1.9172937870025635,
"val_loss": 1.6127086877822876,
"acc": 40.88,
"time": 4.787530696999966,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 48,
"train_loss": 2.004866600036621,
"val_loss": 1.6058194637298584,
"acc": 39.47,
"time": 4.912586028000021,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 49,
"train_loss": 1.8577651977539062,
"val_loss": 1.6699997186660767,
"acc": 39.5,
"time": 4.983099417999995,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 50,
"train_loss": 1.8838859796524048,
"val_loss": 1.6628469228744507,
"acc": 37.0,
"time": 4.789091168000027,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 51,
"train_loss": 1.8523107767105103,
"val_loss": 1.7262176275253296,
"acc": 37.64,
"time": 4.559676400000001,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 52,
"train_loss": 1.8091294765472412,
"val_loss": 1.5422464609146118,
"acc": 40.02,
"time": 4.560828820999973,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 53,
"train_loss": 1.8306527137756348,
"val_loss": 1.5637553930282593,
"acc": 40.9,
"time": 4.6219840879999765,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 54,
"train_loss": 1.6740514039993286,
"val_loss": 1.6490949392318726,
"acc": 40.53,
"time": 4.5155727950000255,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 55,
"train_loss": 1.801193118095398,
"val_loss": 1.7330242395401,
"acc": 38.85,
"time": 4.5205653819999725,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 56,
"train_loss": 1.8684300184249878,
"val_loss": 1.5290476083755493,
"acc": 41.62,
"time": 4.55753167599994,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 57,
"train_loss": 1.6916371583938599,
"val_loss": 1.5770654678344727,
"acc": 42.42,
"time": 4.500910288,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 58,
"train_loss": 1.7854504585266113,
"val_loss": 1.5633423328399658,
"acc": 42.58,
"time": 4.517630358000019,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 59,
"train_loss": 1.7111988067626953,
"val_loss": 1.5872752666473389,
"acc": 42.7,
"time": 4.665035038000042,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 60,
"train_loss": 1.8758472204208374,
"val_loss": 1.6167269945144653,
"acc": 41.94,
"time": 4.539822128000083,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 61,
"train_loss": 1.8065458536148071,
"val_loss": 1.5532549619674683,
"acc": 43.64,
"time": 4.71916201199997,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 62,
"train_loss": 1.7377036809921265,
"val_loss": 1.5783483982086182,
"acc": 43.08,
"time": 5.018644521999931,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 63,
"train_loss": 1.7428447008132935,
"val_loss": 1.647050142288208,
"acc": 43.61,
"time": 4.711329734999936,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 64,
"train_loss": 1.7547787427902222,
"val_loss": 1.424788475036621,
"acc": 43.91,
"time": 4.627570547999994,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 65,
"train_loss": 1.7869316339492798,
"val_loss": 1.5945526361465454,
"acc": 44.1,
"time": 4.548487291000015,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 66,
"train_loss": 1.7927783727645874,
"val_loss": 1.6454159021377563,
"acc": 43.02,
"time": 5.049181067999939,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 67,
"train_loss": 1.7676066160202026,
"val_loss": 1.4983139038085938,
"acc": 43.69,
"time": 4.88208426999995,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 68,
"train_loss": 1.806828260421753,
"val_loss": 1.5115365982055664,
"acc": 41.62,
"time": 4.812436022999918,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 69,
"train_loss": 1.7576658725738525,
"val_loss": 1.670615792274475,
"acc": 43.53,
"time": 4.4004746879999175,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 70,
"train_loss": 1.7636692523956299,
"val_loss": 1.5370752811431885,
"acc": 44.26,
"time": 5.027663466000035,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 71,
"train_loss": 1.725206732749939,
"val_loss": 1.5779163837432861,
"acc": 43.47,
"time": 4.423705040999948,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 72,
"train_loss": 1.7179536819458008,
"val_loss": 1.5585060119628906,
"acc": 43.88,
"time": 4.676379506999979,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 73,
"train_loss": 1.7021592855453491,
"val_loss": 1.486946702003479,
"acc": 43.53,
"time": 4.861360824999906,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 74,
"train_loss": 1.6859363317489624,
"val_loss": 1.5077224969863892,
"acc": 44.11,
"time": 4.549603884000021,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 75,
"train_loss": 1.6538629531860352,
"val_loss": 1.5788600444793701,
"acc": 44.97,
"time": 4.713213663999909,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 76,
"train_loss": 1.6630768775939941,
"val_loss": 1.4572412967681885,
"acc": 45.48,
"time": 4.666588211999965,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 77,
"train_loss": 1.675093650817871,
"val_loss": 1.5436577796936035,
"acc": 44.97,
"time": 4.5551210429999855,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 78,
"train_loss": 1.6751315593719482,
"val_loss": 1.6163231134414673,
"acc": 44.34,
"time": 4.520740598999964,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 79,
"train_loss": 1.6822158098220825,
"val_loss": 1.5769073963165283,
"acc": 45.54,
"time": 4.850620685000081,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 80,
"train_loss": 1.6681665182113647,
"val_loss": 1.5092283487319946,
"acc": 44.04,
"time": 4.503619669000045,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 81,
"train_loss": 1.6003812551498413,
"val_loss": 1.5682573318481445,
"acc": 45.73,
"time": 4.716788046000033,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 82,
"train_loss": 1.691287636756897,
"val_loss": 1.56126070022583,
"acc": 46.27,
"time": 4.638356888999965,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 83,
"train_loss": 1.655640721321106,
"val_loss": 1.5456699132919312,
"acc": 44.32,
"time": 4.799706238999988,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 84,
"train_loss": 1.6512640714645386,
"val_loss": 1.5938529968261719,
"acc": 45.02,
"time": 4.649492101999954,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 85,
"train_loss": 1.6537907123565674,
"val_loss": 1.4625121355056763,
"acc": 46.53,
"time": 4.502412642999957,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 86,
"train_loss": 1.5913126468658447,
"val_loss": 1.5357227325439453,
"acc": 45.97,
"time": 4.515530377999994,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 87,
"train_loss": 1.6936899423599243,
"val_loss": 1.4732160568237305,
"acc": 45.82,
"time": 4.7189008779999995,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 88,
"train_loss": 1.5978963375091553,
"val_loss": 1.6231815814971924,
"acc": 44.6,
"time": 4.453151313000035,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 89,
"train_loss": 1.5272070169448853,
"val_loss": 1.4290459156036377,
"acc": 46.37,
"time": 4.54238562799992,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 90,
"train_loss": 1.5270205736160278,
"val_loss": 1.5582294464111328,
"acc": 46.92,
"time": 4.590594855000063,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 91,
"train_loss": 1.5437287092208862,
"val_loss": 1.5224124193191528,
"acc": 46.75,
"time": 4.616906017000019,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 92,
"train_loss": 1.6142042875289917,
"val_loss": 1.5643973350524902,
"acc": 46.03,
"time": 4.719259316000034,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 93,
"train_loss": 1.5875415802001953,
"val_loss": 1.494353175163269,
"acc": 44.86,
"time": 4.685864228000014,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 94,
"train_loss": 1.7710856199264526,
"val_loss": 1.5056198835372925,
"acc": 45.78,
"time": 4.803997910999897,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 95,
"train_loss": 1.5231866836547852,
"val_loss": 1.5337302684783936,
"acc": 47.25,
"time": 4.856213084000046,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 96,
"train_loss": 1.6031463146209717,
"val_loss": 1.4347823858261108,
"acc": 46.98,
"time": 4.608322223999949,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 97,
"train_loss": 1.7084859609603882,
"val_loss": 1.5262162685394287,
"acc": 47.07,
"time": 4.511684381000009,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 98,
"train_loss": 1.6375515460968018,
"val_loss": 1.423342227935791,
"acc": 46.85,
"time": 4.754543179999928,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 99,
"train_loss": 1.5539828538894653,
"val_loss": 1.515071988105774,
"acc": 45.66,
"time": 4.87622890199998,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 100,
"train_loss": 1.539175271987915,
"val_loss": 1.6034573316574097,
"acc": 46.15,
"time": 4.593122896000068,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
}
]
}
Reference in a new issue View git blame Copy permalink