AntoineH/smart_augmentation
1
0
Fork 0
mirror of https://github.com/AntoineHX/smart_augmentation.git synced 2025-05-04 20:20:46 +02:00
Code Issues Projects Releases Packages Wiki Activity
smart_augmentation/higher/res/log/Aug_mod(Data_augV5(UniformFx-7TFx1-MagFxSh)-LeNet)-100 epochs (dataug:0)- 0 in_it.json

3719 lines
55 KiB
JSON
Raw Normal View History

Ajout RandAug (Before train) (Work in progress)
2019-12-02 06:38:13 -05:00
{
"Accuracy": 69.3,
"Time": [
29.792216979800013,
1.1940139391273665
],
"Device": "TITAN RTX",
"Param_names": [
"Identity",
"FlipUD",
"FlipLR",
"TranslateX",
"TranslateY",
"BTranslateX",
"BTranslateY"
],
"Log": [
{
"epoch": 1,
"train_loss": 2.2942261695861816,
"val_loss": 2.280400514602661,
"acc": 18.37,
"time": 25.878480362,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 2,
"train_loss": 2.047886371612549,
"val_loss": 2.15807843208313,
"acc": 21.56,
"time": 24.895145049,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 3,
"train_loss": 2.1424801349639893,
"val_loss": 2.0057079792022705,
"acc": 26.44,
"time": 24.959280736000004,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 4,
"train_loss": 2.063382625579834,
"val_loss": 1.966373324394226,
"acc": 30.23,
"time": 24.939225377,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 5,
"train_loss": 2.0340940952301025,
"val_loss": 1.8980926275253296,
"acc": 34.89,
"time": 24.598910721999985,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 6,
"train_loss": 2.0751166343688965,
"val_loss": 1.764035701751709,
"acc": 36.42,
"time": 30.73927556199999,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 7,
"train_loss": 1.9595388174057007,
"val_loss": 1.7573754787445068,
"acc": 37.65,
"time": 30.18479115400001,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 8,
"train_loss": 1.8839507102966309,
"val_loss": 1.616862177848816,
"acc": 40.97,
"time": 32.45302092099999,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 9,
"train_loss": 1.8411577939987183,
"val_loss": 1.6712546348571777,
"acc": 43.06,
"time": 30.59125420699999,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 10,
"train_loss": 1.840171456336975,
"val_loss": 1.6081438064575195,
"acc": 42.4,
"time": 29.523398171999986,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 11,
"train_loss": 1.8675473928451538,
"val_loss": 1.498650074005127,
"acc": 43.73,
"time": 29.35848627400003,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 12,
"train_loss": 1.8124713897705078,
"val_loss": 1.4280281066894531,
"acc": 45.91,
"time": 30.132276081000043,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 13,
"train_loss": 1.8548513650894165,
"val_loss": 1.6096707582473755,
"acc": 44.96,
"time": 30.53813459899999,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 14,
"train_loss": 1.9061565399169922,
"val_loss": 1.5104907751083374,
"acc": 44.97,
"time": 30.04315550199999,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 15,
"train_loss": 1.7725859880447388,
"val_loss": 1.4247976541519165,
"acc": 48.32,
"time": 29.83306684500002,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 16,
"train_loss": 1.8260446786880493,
"val_loss": 1.4601324796676636,
"acc": 49.13,
"time": 29.957448006999982,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 17,
"train_loss": 1.6560415029525757,
"val_loss": 1.4914709329605103,
"acc": 48.92,
"time": 30.488852761000032,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 18,
"train_loss": 1.7882686853408813,
"val_loss": 1.3739582300186157,
"acc": 50.62,
"time": 30.104588073999935,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 19,
"train_loss": 1.5437116622924805,
"val_loss": 1.419510841369629,
"acc": 49.99,
"time": 29.48169348600004,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 20,
"train_loss": 1.8428601026535034,
"val_loss": 1.335985779762268,
"acc": 51.45,
"time": 29.701118846999975,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 21,
"train_loss": 1.7160687446594238,
"val_loss": 1.392392635345459,
"acc": 51.08,
"time": 29.457112177,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 22,
"train_loss": 1.6881929636001587,
"val_loss": 1.2958379983901978,
"acc": 53.3,
"time": 29.873757661000013,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 23,
"train_loss": 1.7370797395706177,
"val_loss": 1.3755244016647339,
"acc": 52.31,
"time": 29.979366688000027,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 24,
"train_loss": 1.7099988460540771,
"val_loss": 1.2266221046447754,
"acc": 55.33,
"time": 29.58385549400009,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 25,
"train_loss": 1.619367003440857,
"val_loss": 1.3685053586959839,
"acc": 52.86,
"time": 29.46893220000004,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 26,
"train_loss": 1.7193883657455444,
"val_loss": 1.2475049495697021,
"acc": 54.64,
"time": 29.53158074700002,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 27,
"train_loss": 1.5649175643920898,
"val_loss": 1.2756545543670654,
"acc": 54.53,
"time": 29.80900417800001,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 28,
"train_loss": 1.4849419593811035,
"val_loss": 1.1706973314285278,
"acc": 55.17,
"time": 29.787956675000032,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 29,
"train_loss": 1.5825453996658325,
"val_loss": 1.2425100803375244,
"acc": 57.1,
"time": 30.90786966500002,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 30,
"train_loss": 1.409200668334961,
"val_loss": 1.0925863981246948,
"acc": 55.97,
"time": 29.763251273000037,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 31,
"train_loss": 1.4811173677444458,
"val_loss": 1.2233201265335083,
"acc": 57.28,
"time": 29.677487103999965,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 32,
"train_loss": 1.60567307472229,
"val_loss": 1.3055006265640259,
"acc": 55.01,
"time": 29.42186670000001,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 33,
"train_loss": 1.58979332447052,
"val_loss": 1.1215182542800903,
"acc": 58.22,
"time": 29.600281415999916,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 34,
"train_loss": 1.3686386346817017,
"val_loss": 1.2600070238113403,
"acc": 55.43,
"time": 29.735148124000034,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 35,
"train_loss": 1.5234508514404297,
"val_loss": 1.1927205324172974,
"acc": 57.41,
"time": 29.746676418000106,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 36,
"train_loss": 1.6147692203521729,
"val_loss": 1.1275118589401245,
"acc": 58.81,
"time": 29.97828420399992,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 37,
"train_loss": 1.2894991636276245,
"val_loss": 1.2982456684112549,
"acc": 59.92,
"time": 29.921428963000153,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 38,
"train_loss": 1.3196148872375488,
"val_loss": 1.0789562463760376,
"acc": 59.65,
"time": 29.711281455999824,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 39,
"train_loss": 1.4669281244277954,
"val_loss": 1.2548311948776245,
"acc": 58.32,
"time": 30.699525243000153,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 40,
"train_loss": 1.4209671020507812,
"val_loss": 1.0349239110946655,
"acc": 59.72,
"time": 29.959817265000083,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 41,
"train_loss": 1.5019015073776245,
"val_loss": 1.2493973970413208,
"acc": 58.98,
"time": 30.070757204000074,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 42,
"train_loss": 1.4035123586654663,
"val_loss": 1.1047682762145996,
"acc": 60.16,
"time": 29.7028142449999,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 43,
"train_loss": 1.4599004983901978,
"val_loss": 1.1597071886062622,
"acc": 61.49,
"time": 30.011635280000064,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 44,
"train_loss": 1.3497648239135742,
"val_loss": 1.1093953847885132,
"acc": 60.59,
"time": 30.079286074000038,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 45,
"train_loss": 1.4649550914764404,
"val_loss": 1.0715693235397339,
"acc": 60.79,
"time": 31.03625161700006,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 46,
"train_loss": 1.512359857559204,
"val_loss": 1.2867997884750366,
"acc": 60.02,
"time": 30.601116579000063,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 47,
"train_loss": 1.1210002899169922,
"val_loss": 1.0270038843154907,
"acc": 62.0,
"time": 29.675893868999992,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 48,
"train_loss": 1.58174467086792,
"val_loss": 1.1567753553390503,
"acc": 61.97,
"time": 29.689117387999886,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 49,
"train_loss": 1.490108609199524,
"val_loss": 0.9802587032318115,
"acc": 60.86,
"time": 30.553157278999834,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 50,
"train_loss": 1.5686941146850586,
"val_loss": 1.147423505783081,
"acc": 62.22,
"time": 30.51462973599996,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 51,
"train_loss": 1.5183786153793335,
"val_loss": 1.1948699951171875,
"acc": 58.66,
"time": 30.125389427000073,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 52,
"train_loss": 1.6086910963058472,
"val_loss": 1.068813443183899,
"acc": 63.9,
"time": 30.33537081999998,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 53,
"train_loss": 1.2909432649612427,
"val_loss": 0.9810238480567932,
"acc": 63.82,
"time": 29.953939952000155,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 54,
"train_loss": 1.4402645826339722,
"val_loss": 1.148579716682434,
"acc": 62.05,
"time": 29.534686373999875,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 55,
"train_loss": 1.502114176750183,
"val_loss": 1.0354033708572388,
"acc": 63.01,
"time": 30.036243227999876,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 56,
"train_loss": 1.213532567024231,
"val_loss": 1.030032753944397,
"acc": 63.55,
"time": 30.020059793999962,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 57,
"train_loss": 1.306893229484558,
"val_loss": 0.9473387598991394,
"acc": 64.31,
"time": 29.901975067999956,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 58,
"train_loss": 1.2962433099746704,
"val_loss": 1.0122264623641968,
"acc": 64.08,
"time": 30.190914868000164,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 59,
"train_loss": 1.3510912656784058,
"val_loss": 0.9856410622596741,
"acc": 64.25,
"time": 29.88178770500008,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 60,
"train_loss": 1.3750206232070923,
"val_loss": 0.9502171874046326,
"acc": 64.31,
"time": 29.993766665000066,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 61,
"train_loss": 1.413478970527649,
"val_loss": 1.0675609111785889,
"acc": 63.26,
"time": 30.21552095900006,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 62,
"train_loss": 1.5192235708236694,
"val_loss": 1.1002992391586304,
"acc": 63.27,
"time": 30.43205288299987,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 63,
"train_loss": 1.0844162702560425,
"val_loss": 1.0779458284378052,
"acc": 64.72,
"time": 31.049121457999945,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 64,
"train_loss": 1.2388980388641357,
"val_loss": 1.1233776807785034,
"acc": 63.31,
"time": 30.15197870499992,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 65,
"train_loss": 1.3653793334960938,
"val_loss": 0.9482303857803345,
"acc": 66.06,
"time": 29.909001912999884,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 66,
"train_loss": 1.3051327466964722,
"val_loss": 0.8347898125648499,
"acc": 65.03,
"time": 30.476814329000263,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 67,
"train_loss": 1.2842730283737183,
"val_loss": 0.9495158791542053,
"acc": 65.66,
"time": 29.842465573000027,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 68,
"train_loss": 1.3490357398986816,
"val_loss": 0.9642688035964966,
"acc": 66.39,
"time": 29.75390392700001,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 69,
"train_loss": 1.3446508646011353,
"val_loss": 0.9780609011650085,
"acc": 66.35,
"time": 30.009604819999822,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 70,
"train_loss": 1.3275123834609985,
"val_loss": 0.9428688287734985,
"acc": 66.31,
"time": 30.22780881200015,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 71,
"train_loss": 1.0973464250564575,
"val_loss": 0.9435283541679382,
"acc": 66.96,
"time": 29.89808773599998,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 72,
"train_loss": 1.4940931797027588,
"val_loss": 0.9217575192451477,
"acc": 66.89,
"time": 30.495121522000318,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 73,
"train_loss": 1.245884895324707,
"val_loss": 0.9259040355682373,
"acc": 66.71,
"time": 30.530226158999994,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 74,
"train_loss": 1.1881769895553589,
"val_loss": 0.9859203100204468,
"acc": 65.78,
"time": 29.625009204000435,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 75,
"train_loss": 1.2604258060455322,
"val_loss": 0.9350942969322205,
"acc": 66.97,
"time": 29.507106873999874,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 76,
"train_loss": 1.3156973123550415,
"val_loss": 0.8347325921058655,
"acc": 67.56,
"time": 30.305075617000057,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 77,
"train_loss": 1.3533315658569336,
"val_loss": 0.9921824336051941,
"acc": 66.8,
"time": 29.936132693000218,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 78,
"train_loss": 1.4097415208816528,
"val_loss": 0.9528096318244934,
"acc": 66.84,
"time": 29.898815898000066,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 79,
"train_loss": 1.225746750831604,
"val_loss": 0.9709160327911377,
"acc": 66.12,
"time": 29.642579536000085,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 80,
"train_loss": 1.1733639240264893,
"val_loss": 0.965803861618042,
"acc": 67.45,
"time": 29.383225519000007,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 81,
"train_loss": 1.0411278009414673,
"val_loss": 0.9949893355369568,
"acc": 66.42,
"time": 29.487330182000278,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 82,
"train_loss": 1.1781409978866577,
"val_loss": 0.8261172771453857,
"acc": 67.19,
"time": 29.53663229799986,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 83,
"train_loss": 1.265597939491272,
"val_loss": 0.9464167356491089,
"acc": 67.93,
"time": 29.712806851000096,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 84,
"train_loss": 1.3101682662963867,
"val_loss": 1.0100278854370117,
"acc": 66.1,
"time": 30.252331464000235,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 85,
"train_loss": 1.2040295600891113,
"val_loss": 0.9411450028419495,
"acc": 66.14,
"time": 30.775638064000304,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 86,
"train_loss": 1.0909265279769897,
"val_loss": 1.0689678192138672,
"acc": 66.09,
"time": 30.046568250999826,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 87,
"train_loss": 1.2149497270584106,
"val_loss": 0.862845778465271,
"acc": 67.84,
"time": 29.36895734699965,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 88,
"train_loss": 1.1604068279266357,
"val_loss": 0.8537923097610474,
"acc": 67.87,
"time": 29.420463765000022,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 89,
"train_loss": 1.4580025672912598,
"val_loss": 0.9391387701034546,
"acc": 67.99,
"time": 30.71755336699971,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 90,
"train_loss": 1.2655001878738403,
"val_loss": 0.842985212802887,
"acc": 68.61,
"time": 30.54472035000026,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 91,
"train_loss": 1.3578832149505615,
"val_loss": 0.8121106624603271,
"acc": 66.85,
"time": 30.01103102399975,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 92,
"train_loss": 1.3251315355300903,
"val_loss": 0.8472220301628113,
"acc": 68.91,
"time": 30.065100403000088,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 93,
"train_loss": 1.140102744102478,
"val_loss": 0.9656585454940796,
"acc": 68.07,
"time": 31.15910506,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 94,
"train_loss": 1.0643181800842285,
"val_loss": 0.817683219909668,
"acc": 68.37,
"time": 29.938126249000106,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 95,
"train_loss": 1.1271733045578003,
"val_loss": 0.8745961785316467,
"acc": 67.97,
"time": 30.556271003999882,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 96,
"train_loss": 1.1929293870925903,
"val_loss": 0.8405929207801819,
"acc": 68.67,
"time": 29.779702902999816,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 97,
"train_loss": 1.1628472805023193,
"val_loss": 0.9110991358757019,
"acc": 68.79,
"time": 30.08965327199985,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 98,
"train_loss": 1.1982821226119995,
"val_loss": 0.915219247341156,
"acc": 67.92,
"time": 30.781835720000345,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 99,
"train_loss": 1.1746770143508911,
"val_loss": 0.9272547364234924,
"acc": 69.3,
"time": 29.42506117799985,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
},
{
"epoch": 100,
"train_loss": 0.9628307223320007,
"val_loss": 1.1019062995910645,
"acc": 67.77,
"time": 29.33827552999992,
"param": [
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
},
{
"p": 0.1428571492433548,
"m": 1.0
}
]
}
]
}
Reference in a new issue Copy permalink