AntoineH/smart_augmentation
1
0
Fork 0
mirror of https://github.com/AntoineHX/smart_augmentation.git synced 2025-05-04 12:10:45 +02:00
Code Issues Projects Releases Packages Wiki Activity
smart_augmentation/higher/res/brutus-tests/log/Aug_mod(Data_augV5(Mix0.5-14TFx1-MagFxSh)-LeNet)-150epochs(dataug:0)-0in_it-1.json

9776 lines
No EOL
141 KiB
JSON
Executable file
Raw Blame History

{
"Accuracy": 71.65,
"Time": [
44.31190607726021,
1.905903505634019
],
"Device": "Graphics Device",
"Param_names": [
"Identity",
"FlipUD",
"FlipLR",
"Rotate",
"TranslateX",
"TranslateY",
"ShearX",
"ShearY",
"Contrast",
"Color",
"Brightness",
"Sharpness",
"Posterize",
"Solarize"
],
"Log": [
{
"epoch": 1,
"train_loss": 2.285787343978882,
"val_loss": 2.267683982849121,
"acc": 12.48,
"time": 43.693315033000545,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 2,
"train_loss": 2.116830348968506,
"val_loss": 1.9955953359603882,
"acc": 28.66,
"time": 44.466513256993494,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 3,
"train_loss": 1.9430487155914307,
"val_loss": 1.7950506210327148,
"acc": 34.08,
"time": 43.87029519399948,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 4,
"train_loss": 1.7356045246124268,
"val_loss": 1.684571385383606,
"acc": 38.88,
"time": 42.51880290800182,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 5,
"train_loss": 1.9437313079833984,
"val_loss": 1.6630102396011353,
"acc": 39.15,
"time": 43.70291220899526,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 6,
"train_loss": 1.8388813734054565,
"val_loss": 1.544686198234558,
"acc": 44.29,
"time": 44.268357569002546,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 7,
"train_loss": 1.687567114830017,
"val_loss": 1.5171171426773071,
"acc": 45.51,
"time": 43.67949806999968,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 8,
"train_loss": 1.6232730150222778,
"val_loss": 1.563599705696106,
"acc": 46.35,
"time": 43.337702000004356,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 9,
"train_loss": 1.7658672332763672,
"val_loss": 1.3844643831253052,
"acc": 48.94,
"time": 44.9231901000021,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 10,
"train_loss": 1.7153735160827637,
"val_loss": 1.4955235719680786,
"acc": 50.08,
"time": 47.11454170799698,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 11,
"train_loss": 1.7442790269851685,
"val_loss": 1.4760068655014038,
"acc": 49.43,
"time": 43.35527943800116,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 12,
"train_loss": 1.4996062517166138,
"val_loss": 1.3867764472961426,
"acc": 51.74,
"time": 45.23746015100187,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 13,
"train_loss": 1.5692064762115479,
"val_loss": 1.2959229946136475,
"acc": 53.19,
"time": 41.84795645700069,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 14,
"train_loss": 1.3712234497070312,
"val_loss": 1.2548588514328003,
"acc": 53.27,
"time": 41.98131711099995,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 15,
"train_loss": 1.4640660285949707,
"val_loss": 1.1959543228149414,
"acc": 54.75,
"time": 44.13861576799536,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 16,
"train_loss": 1.6642811298370361,
"val_loss": 1.2542649507522583,
"acc": 54.24,
"time": 48.89934837799956,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 17,
"train_loss": 1.561208724975586,
"val_loss": 1.311610221862793,
"acc": 56.4,
"time": 44.276021539000794,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 18,
"train_loss": 1.3812980651855469,
"val_loss": 1.2280802726745605,
"acc": 55.64,
"time": 44.31827405199874,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 19,
"train_loss": 1.2723217010498047,
"val_loss": 1.186907410621643,
"acc": 57.29,
"time": 43.565029904006224,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 20,
"train_loss": 1.3898742198944092,
"val_loss": 1.2818944454193115,
"acc": 57.35,
"time": 44.164167552000436,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 21,
"train_loss": 1.3398281335830688,
"val_loss": 1.1227868795394897,
"acc": 57.42,
"time": 44.56598093899811,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 22,
"train_loss": 1.1735785007476807,
"val_loss": 1.1379202604293823,
"acc": 59.89,
"time": 45.80349951399694,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 23,
"train_loss": 1.3708007335662842,
"val_loss": 1.1401420831680298,
"acc": 60.63,
"time": 48.92865598500066,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 24,
"train_loss": 1.36604642868042,
"val_loss": 1.1639366149902344,
"acc": 60.56,
"time": 47.15011196299747,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 25,
"train_loss": 1.2645535469055176,
"val_loss": 1.0756020545959473,
"acc": 60.02,
"time": 44.31315567300044,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 26,
"train_loss": 1.4809931516647339,
"val_loss": 1.0792005062103271,
"acc": 61.21,
"time": 45.05766429199866,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 27,
"train_loss": 1.2317501306533813,
"val_loss": 1.1142477989196777,
"acc": 61.3,
"time": 42.95349341900146,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 28,
"train_loss": 1.1946613788604736,
"val_loss": 1.097846508026123,
"acc": 63.11,
"time": 43.02735594299884,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 29,
"train_loss": 1.1579554080963135,
"val_loss": 1.175775408744812,
"acc": 62.03,
"time": 44.55829546399764,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 30,
"train_loss": 1.279016137123108,
"val_loss": 0.9056115746498108,
"acc": 63.5,
"time": 41.35174900900165,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 31,
"train_loss": 1.2418973445892334,
"val_loss": 1.1002432107925415,
"acc": 60.47,
"time": 43.36976785299339,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 32,
"train_loss": 0.9400527477264404,
"val_loss": 1.1664491891860962,
"acc": 64.95,
"time": 44.59269616299571,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 33,
"train_loss": 1.0513795614242554,
"val_loss": 1.0248444080352783,
"acc": 63.28,
"time": 44.01802855300048,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 34,
"train_loss": 1.0654805898666382,
"val_loss": 1.1355398893356323,
"acc": 64.14,
"time": 43.867250930998125,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 35,
"train_loss": 1.0659408569335938,
"val_loss": 1.0241963863372803,
"acc": 64.34,
"time": 41.841031914998894,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 36,
"train_loss": 1.0911543369293213,
"val_loss": 1.0359355211257935,
"acc": 64.68,
"time": 42.141218235999986,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 37,
"train_loss": 1.117798089981079,
"val_loss": 0.9334434270858765,
"acc": 64.79,
"time": 44.92593702900194,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 38,
"train_loss": 1.1720302104949951,
"val_loss": 1.0032050609588623,
"acc": 64.98,
"time": 44.50752192600339,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 39,
"train_loss": 1.1110804080963135,
"val_loss": 1.0874029397964478,
"acc": 65.26,
"time": 44.1397833489973,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 40,
"train_loss": 1.264105200767517,
"val_loss": 1.059600830078125,
"acc": 65.48,
"time": 44.85003091699764,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 41,
"train_loss": 1.0468825101852417,
"val_loss": 1.0193148851394653,
"acc": 66.49,
"time": 44.653002833001665,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 42,
"train_loss": 1.0712417364120483,
"val_loss": 0.8825913667678833,
"acc": 66.73,
"time": 44.49536205199547,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 43,
"train_loss": 1.0286024808883667,
"val_loss": 0.8590552806854248,
"acc": 66.55,
"time": 45.32464650399925,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 44,
"train_loss": 0.8345288038253784,
"val_loss": 1.0330342054367065,
"acc": 66.3,
"time": 44.983320792001905,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 45,
"train_loss": 0.8670649528503418,
"val_loss": 0.9018247723579407,
"acc": 66.86,
"time": 42.562128173005476,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 46,
"train_loss": 1.0811004638671875,
"val_loss": 0.9124953150749207,
"acc": 67.06,
"time": 42.724394475000736,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 47,
"train_loss": 0.8482656478881836,
"val_loss": 0.9864534735679626,
"acc": 66.66,
"time": 42.27783704399917,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 48,
"train_loss": 1.1840623617172241,
"val_loss": 1.064393162727356,
"acc": 67.23,
"time": 43.34604053100338,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 49,
"train_loss": 0.9296038746833801,
"val_loss": 0.8863299489021301,
"acc": 68.64,
"time": 44.66744834199926,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 50,
"train_loss": 1.038678765296936,
"val_loss": 0.9282963871955872,
"acc": 67.75,
"time": 42.80163316400285,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 51,
"train_loss": 1.035415530204773,
"val_loss": 1.0018142461776733,
"acc": 67.35,
"time": 44.61113943500095,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 52,
"train_loss": 0.7903113961219788,
"val_loss": 1.0221377611160278,
"acc": 67.37,
"time": 44.54571670500445,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 53,
"train_loss": 0.8198577761650085,
"val_loss": 0.9575719237327576,
"acc": 68.73,
"time": 44.66868859800161,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 54,
"train_loss": 0.7997395992279053,
"val_loss": 0.9512147903442383,
"acc": 68.78,
"time": 44.12353619400528,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 55,
"train_loss": 0.7426485419273376,
"val_loss": 0.9035133123397827,
"acc": 68.44,
"time": 43.09947411999747,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 56,
"train_loss": 0.7986270189285278,
"val_loss": 0.9995182156562805,
"acc": 68.46,
"time": 44.23556624499906,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 57,
"train_loss": 0.8772291541099548,
"val_loss": 0.9792380928993225,
"acc": 68.52,
"time": 42.788743253993744,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 58,
"train_loss": 0.7847533822059631,
"val_loss": 0.9049583673477173,
"acc": 68.36,
"time": 44.43033948799712,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 59,
"train_loss": 0.7518302798271179,
"val_loss": 0.8838376998901367,
"acc": 68.27,
"time": 41.89886794699851,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 60,
"train_loss": 0.7123008370399475,
"val_loss": 1.0327186584472656,
"acc": 66.15,
"time": 40.89811486500548,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 61,
"train_loss": 0.8065959215164185,
"val_loss": 0.8803731203079224,
"acc": 68.42,
"time": 49.06963584700134,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 62,
"train_loss": 0.7394729256629944,
"val_loss": 0.8968092799186707,
"acc": 69.41,
"time": 41.30367370600288,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 63,
"train_loss": 0.8614402413368225,
"val_loss": 0.867002546787262,
"acc": 68.35,
"time": 41.07540376500401,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 64,
"train_loss": 0.7146430611610413,
"val_loss": 0.8949220776557922,
"acc": 69.33,
"time": 41.247098395004286,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 65,
"train_loss": 0.719805121421814,
"val_loss": 1.0297880172729492,
"acc": 67.89,
"time": 41.37968726999679,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 66,
"train_loss": 0.6682389974594116,
"val_loss": 0.7807029485702515,
"acc": 68.18,
"time": 52.01713085499796,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 67,
"train_loss": 0.9019299149513245,
"val_loss": 0.8824863433837891,
"acc": 69.27,
"time": 44.85046811799839,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 68,
"train_loss": 0.747374415397644,
"val_loss": 1.011281132698059,
"acc": 67.78,
"time": 43.73560859399731,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 69,
"train_loss": 0.6302257180213928,
"val_loss": 0.8990209698677063,
"acc": 68.88,
"time": 46.723608742999204,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 70,
"train_loss": 0.7406590580940247,
"val_loss": 0.870116651058197,
"acc": 69.17,
"time": 50.67817415999889,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 71,
"train_loss": 0.7570573091506958,
"val_loss": 0.9881191253662109,
"acc": 69.3,
"time": 44.38158860599651,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 72,
"train_loss": 0.6966721415519714,
"val_loss": 0.9555273652076721,
"acc": 68.97,
"time": 44.36840451000171,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 73,
"train_loss": 0.7916005253791809,
"val_loss": 0.9309061765670776,
"acc": 68.9,
"time": 45.47477794300357,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 74,
"train_loss": 0.879473865032196,
"val_loss": 0.8404279947280884,
"acc": 69.19,
"time": 44.079734865998034,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 75,
"train_loss": 0.7025094628334045,
"val_loss": 0.9945537447929382,
"acc": 69.56,
"time": 43.73799897199933,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 76,
"train_loss": 0.6982261538505554,
"val_loss": 1.0242973566055298,
"acc": 68.9,
"time": 41.436483231998864,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 77,
"train_loss": 0.38082557916641235,
"val_loss": 0.8585046529769897,
"acc": 70.12,
"time": 41.363440965003974,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 78,
"train_loss": 0.6135032176971436,
"val_loss": 0.9395089745521545,
"acc": 69.47,
"time": 48.74953335399914,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 79,
"train_loss": 0.6507897973060608,
"val_loss": 0.8630244731903076,
"acc": 68.91,
"time": 44.339900381004554,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 80,
"train_loss": 0.5569050312042236,
"val_loss": 1.032893180847168,
"acc": 69.64,
"time": 44.521883200002776,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 81,
"train_loss": 0.5287996530532837,
"val_loss": 0.9658151268959045,
"acc": 69.46,
"time": 43.90078927200375,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 82,
"train_loss": 0.592508852481842,
"val_loss": 0.8404136300086975,
"acc": 69.62,
"time": 44.0086211730013,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 83,
"train_loss": 0.48561808466911316,
"val_loss": 0.9452421069145203,
"acc": 69.44,
"time": 44.47750521100534,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 84,
"train_loss": 0.788366973400116,
"val_loss": 1.134507179260254,
"acc": 68.89,
"time": 44.4706530570038,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 85,
"train_loss": 0.5879557728767395,
"val_loss": 0.8388888835906982,
"acc": 69.66,
"time": 44.136522987006174,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 86,
"train_loss": 0.7744772434234619,
"val_loss": 0.9034029245376587,
"acc": 69.45,
"time": 44.409490398000344,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 87,
"train_loss": 0.69041907787323,
"val_loss": 0.9124540090560913,
"acc": 69.6,
"time": 44.30786934599746,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 88,
"train_loss": 0.8752923607826233,
"val_loss": 0.8778263330459595,
"acc": 69.15,
"time": 43.490845354004705,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 89,
"train_loss": 0.7047479152679443,
"val_loss": 1.027506947517395,
"acc": 69.11,
"time": 43.983306280999386,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 90,
"train_loss": 0.628423273563385,
"val_loss": 0.8125781416893005,
"acc": 69.45,
"time": 44.01732991300378,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 91,
"train_loss": 0.5758182406425476,
"val_loss": 0.9246283769607544,
"acc": 69.46,
"time": 44.670088275001035,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 92,
"train_loss": 0.5011953711509705,
"val_loss": 0.8423287868499756,
"acc": 70.07,
"time": 44.339798435001285,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 93,
"train_loss": 0.6274036169052124,
"val_loss": 0.965960681438446,
"acc": 70.16,
"time": 44.392121866003436,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 94,
"train_loss": 0.5452019572257996,
"val_loss": 0.9105257987976074,
"acc": 69.0,
"time": 48.268128083997,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 95,
"train_loss": 0.5931814908981323,
"val_loss": 0.9984938502311707,
"acc": 69.52,
"time": 43.711258395000186,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 96,
"train_loss": 0.6708504557609558,
"val_loss": 1.0219088792800903,
"acc": 69.84,
"time": 42.13884572099778,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 97,
"train_loss": 0.6064079403877258,
"val_loss": 0.7720935344696045,
"acc": 69.45,
"time": 44.10575771400181,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 98,
"train_loss": 0.5167987942695618,
"val_loss": 0.9587669968605042,
"acc": 70.0,
"time": 43.714032106996456,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 99,
"train_loss": 0.5952478647232056,
"val_loss": 1.0955170392990112,
"acc": 69.87,
"time": 43.995024791001924,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 100,
"train_loss": 0.4643244445323944,
"val_loss": 0.9876346588134766,
"acc": 70.49,
"time": 43.89592601600452,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 101,
"train_loss": 0.4785592257976532,
"val_loss": 0.9579187035560608,
"acc": 70.29,
"time": 44.05461879700306,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 102,
"train_loss": 0.4888898432254791,
"val_loss": 1.0445791482925415,
"acc": 70.03,
"time": 42.40604215399799,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 103,
"train_loss": 0.5698314309120178,
"val_loss": 0.869211733341217,
"acc": 70.37,
"time": 43.77262979299849,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 104,
"train_loss": 0.6481022238731384,
"val_loss": 0.8944453001022339,
"acc": 70.31,
"time": 44.44302767900081,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 105,
"train_loss": 0.866051435470581,
"val_loss": 0.9550495147705078,
"acc": 69.65,
"time": 44.524938709997514,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 106,
"train_loss": 0.5161095261573792,
"val_loss": 1.0051956176757812,
"acc": 70.12,
"time": 49.86215488000016,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 107,
"train_loss": 0.5234819054603577,
"val_loss": 0.8113476634025574,
"acc": 70.41,
"time": 44.089662899998075,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 108,
"train_loss": 0.5026799440383911,
"val_loss": 1.0585095882415771,
"acc": 70.31,
"time": 44.56104695000249,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 109,
"train_loss": 0.4493217468261719,
"val_loss": 0.9089483618736267,
"acc": 69.08,
"time": 43.98156791400106,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 110,
"train_loss": 0.712961733341217,
"val_loss": 0.9892846941947937,
"acc": 70.3,
"time": 44.23630512400268,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 111,
"train_loss": 0.6366126537322998,
"val_loss": 1.0862916707992554,
"acc": 69.98,
"time": 44.705139439996856,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 112,
"train_loss": 0.7999075055122375,
"val_loss": 0.883521318435669,
"acc": 69.54,
"time": 44.44472311899881,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 113,
"train_loss": 0.34798163175582886,
"val_loss": 0.7115523219108582,
"acc": 70.43,
"time": 43.98816544400324,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 114,
"train_loss": 0.6603578329086304,
"val_loss": 0.988594651222229,
"acc": 70.22,
"time": 44.63810532399657,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 115,
"train_loss": 0.5452631711959839,
"val_loss": 0.9961657524108887,
"acc": 70.29,
"time": 44.67786236099346,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 116,
"train_loss": 0.5818719863891602,
"val_loss": 0.866953432559967,
"acc": 70.05,
"time": 43.97315261299809,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 117,
"train_loss": 0.6104820966720581,
"val_loss": 0.9607692360877991,
"acc": 70.43,
"time": 44.53362315599952,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 118,
"train_loss": 0.6917680501937866,
"val_loss": 0.9411374926567078,
"acc": 69.7,
"time": 47.18197645799955,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 119,
"train_loss": 0.576996386051178,
"val_loss": 0.9758002758026123,
"acc": 70.74,
"time": 43.49055317899911,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 120,
"train_loss": 0.5217114686965942,
"val_loss": 0.9707961082458496,
"acc": 69.92,
"time": 45.274921695003286,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 121,
"train_loss": 0.3596457540988922,
"val_loss": 1.0589733123779297,
"acc": 70.32,
"time": 46.9089462799966,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 122,
"train_loss": 0.6885581612586975,
"val_loss": 0.9788882732391357,
"acc": 69.92,
"time": 43.05695300499792,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 123,
"train_loss": 0.5592420101165771,
"val_loss": 0.8334397673606873,
"acc": 70.97,
"time": 43.01936401099374,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 124,
"train_loss": 0.4980064332485199,
"val_loss": 0.7803828120231628,
"acc": 70.52,
"time": 44.75047954099864,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 125,
"train_loss": 0.5059433579444885,
"val_loss": 0.9987697601318359,
"acc": 70.19,
"time": 44.82266145200265,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 126,
"train_loss": 0.6090582013130188,
"val_loss": 0.843656599521637,
"acc": 70.22,
"time": 45.054117751002195,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 127,
"train_loss": 0.6097227931022644,
"val_loss": 0.8335285782814026,
"acc": 71.11,
"time": 44.71352471800492,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 128,
"train_loss": 0.26362496614456177,
"val_loss": 1.0682109594345093,
"acc": 70.31,
"time": 44.72596385199722,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 129,
"train_loss": 0.5361734628677368,
"val_loss": 0.9547030925750732,
"acc": 70.43,
"time": 44.60175509099645,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 130,
"train_loss": 0.5366703867912292,
"val_loss": 0.8821088671684265,
"acc": 70.76,
"time": 51.193130779996864,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 131,
"train_loss": 0.6223363876342773,
"val_loss": 1.0837193727493286,
"acc": 70.43,
"time": 46.94090552200214,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 132,
"train_loss": 0.5823256373405457,
"val_loss": 0.9225326776504517,
"acc": 71.21,
"time": 42.63094353899942,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 133,
"train_loss": 0.4789339303970337,
"val_loss": 0.8221621513366699,
"acc": 71.13,
"time": 48.833050301000185,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 134,
"train_loss": 0.3611190617084503,
"val_loss": 0.9693344235420227,
"acc": 71.15,
"time": 41.50224100799824,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 135,
"train_loss": 0.5020487308502197,
"val_loss": 1.0311442613601685,
"acc": 70.91,
"time": 41.66865651700209,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 136,
"train_loss": 0.5980372428894043,
"val_loss": 1.0261448621749878,
"acc": 71.65,
"time": 44.09855800600053,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 137,
"train_loss": 0.4321902096271515,
"val_loss": 0.9315049052238464,
"acc": 71.42,
"time": 44.36856035900564,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 138,
"train_loss": 0.42686688899993896,
"val_loss": 0.893820583820343,
"acc": 70.84,
"time": 42.821490706002805,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 139,
"train_loss": 0.5760061144828796,
"val_loss": 0.9095242023468018,
"acc": 69.81,
"time": 42.777852079001605,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 140,
"train_loss": 0.3388609290122986,
"val_loss": 1.1451566219329834,
"acc": 70.93,
"time": 44.225568778005254,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 141,
"train_loss": 0.5338995456695557,
"val_loss": 1.0430843830108643,
"acc": 70.82,
"time": 44.51543761000357,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 142,
"train_loss": 0.528764009475708,
"val_loss": 0.9900205731391907,
"acc": 71.11,
"time": 44.76801177600282,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 143,
"train_loss": 0.596437394618988,
"val_loss": 0.8885959982872009,
"acc": 71.04,
"time": 43.42582646699884,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 144,
"train_loss": 0.41320982575416565,
"val_loss": 1.0181422233581543,
"acc": 70.95,
"time": 44.4944519510027,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 145,
"train_loss": 0.45374783873558044,
"val_loss": 0.8017565011978149,
"acc": 70.82,
"time": 41.72392159100127,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 146,
"train_loss": 0.6024383306503296,
"val_loss": 0.89071124792099,
"acc": 70.87,
"time": 45.18165881399909,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 147,
"train_loss": 0.4783817231655121,
"val_loss": 0.9195736646652222,
"acc": 70.98,
"time": 46.11947576999228,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 148,
"train_loss": 0.2529485523700714,
"val_loss": 1.0323184728622437,
"acc": 70.67,
"time": 44.741901229004725,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 149,
"train_loss": 0.47219690680503845,
"val_loss": 1.1273715496063232,
"acc": 71.1,
"time": 41.50937655399321,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 150,
"train_loss": 0.35268592834472656,
"val_loss": 0.9800866842269897,
"acc": 71.17,
"time": 43.324930731003406,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
}
]
}
Reference in a new issue View git blame Copy permalink