smart_augmentation/higher/res/brutus-tests/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-Mag)-LeNet)-150epochs(dataug:0)-0in_it-1.json

9776 lines
No EOL
141 KiB
JSON
Executable file

{
"Accuracy": 71.22,
"Time": [
164.42755459818912,
7.54283848127356
],
"Device": "Graphics Device",
"Param_names": [
"Identity",
"FlipUD",
"FlipLR",
"Rotate",
"TranslateX",
"TranslateY",
"ShearX",
"ShearY",
"Contrast",
"Color",
"Brightness",
"Sharpness",
"Posterize",
"Solarize"
],
"Log": [
{
"epoch": 1,
"train_loss": 2.3059003353118896,
"val_loss": 2.294647455215454,
"acc": 10.12,
"time": 163.5317088100128,
"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": 2.257891893386841,
"val_loss": 2.2415168285369873,
"acc": 17.84,
"time": 155.18783664493822,
"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": 2.2196459770202637,
"val_loss": 2.111792802810669,
"acc": 22.58,
"time": 169.09408521896694,
"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": 2.247174024581909,
"val_loss": 2.0537796020507812,
"acc": 28.26,
"time": 170.54933507402893,
"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": 2.142421007156372,
"val_loss": 1.9470503330230713,
"acc": 30.2,
"time": 169.80664004804567,
"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": 2.0959699153900146,
"val_loss": 1.826421856880188,
"acc": 34.68,
"time": 154.9331393330358,
"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": 2.0087006092071533,
"val_loss": 1.8076568841934204,
"acc": 36.47,
"time": 172.6053295279853,
"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": 2.0701425075531006,
"val_loss": 1.7560091018676758,
"acc": 37.87,
"time": 173.01630650192965,
"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": 1.9721521139144897,
"val_loss": 1.7263293266296387,
"acc": 39.84,
"time": 154.94482348801102,
"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": 1.9512642621994019,
"val_loss": 1.689467191696167,
"acc": 38.21,
"time": 154.1428484909702,
"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": 1.9381251335144043,
"val_loss": 1.7580790519714355,
"acc": 38.18,
"time": 152.72011285205372,
"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": 1.8930681943893433,
"val_loss": 1.6313999891281128,
"acc": 41.94,
"time": 152.66834870202,
"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": 1.8439592123031616,
"val_loss": 1.6242963075637817,
"acc": 40.88,
"time": 154.21192616701592,
"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": 1.9689959287643433,
"val_loss": 1.6330264806747437,
"acc": 41.35,
"time": 154.5985864449758,
"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": 1.870086669921875,
"val_loss": 1.5493452548980713,
"acc": 43.63,
"time": 174.12781354004983,
"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": 1.9728282690048218,
"val_loss": 1.5637402534484863,
"acc": 44.11,
"time": 171.69581176701467,
"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": 1.935131311416626,
"val_loss": 1.5358554124832153,
"acc": 44.66,
"time": 172.09920265106484,
"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": 1.979875087738037,
"val_loss": 1.5221103429794312,
"acc": 45.12,
"time": 171.04367717704736,
"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": 1.939351201057434,
"val_loss": 1.4595882892608643,
"acc": 47.31,
"time": 172.511028253939,
"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": 1.9211843013763428,
"val_loss": 1.464570164680481,
"acc": 46.46,
"time": 172.12051902303938,
"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": 1.7193355560302734,
"val_loss": 1.5472583770751953,
"acc": 46.63,
"time": 159.26261983404402,
"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": 1.7047175168991089,
"val_loss": 1.332863688468933,
"acc": 47.21,
"time": 157.21708528604358,
"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": 1.7143261432647705,
"val_loss": 1.4241197109222412,
"acc": 47.84,
"time": 169.6763682330493,
"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": 1.7193233966827393,
"val_loss": 1.5099200010299683,
"acc": 49.64,
"time": 166.612576500047,
"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": 1.6530696153640747,
"val_loss": 1.5099542140960693,
"acc": 50.25,
"time": 163.7428293270059,
"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": 1.5918066501617432,
"val_loss": 1.2202808856964111,
"acc": 52.11,
"time": 155.23056647495832,
"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": 1.7545015811920166,
"val_loss": 1.474491834640503,
"acc": 50.33,
"time": 157.50609005696606,
"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": 1.764257788658142,
"val_loss": 1.3934135437011719,
"acc": 49.85,
"time": 174.7049821409164,
"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": 1.727710485458374,
"val_loss": 1.28545343875885,
"acc": 53.01,
"time": 161.4164072460262,
"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": 1.7260091304779053,
"val_loss": 1.3164674043655396,
"acc": 53.11,
"time": 158.20304056000896,
"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": 1.6984385251998901,
"val_loss": 1.187542200088501,
"acc": 53.38,
"time": 159.1973979040049,
"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": 2.0170607566833496,
"val_loss": 1.3773610591888428,
"acc": 54.19,
"time": 167.43035005999263,
"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": 1.6100646257400513,
"val_loss": 1.2913460731506348,
"acc": 54.87,
"time": 173.5280781040201,
"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": 1.6495336294174194,
"val_loss": 1.2356672286987305,
"acc": 54.98,
"time": 175.57750962895807,
"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": 1.6697109937667847,
"val_loss": 1.2984124422073364,
"acc": 55.75,
"time": 173.599366048933,
"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": 1.6821651458740234,
"val_loss": 1.2456072568893433,
"acc": 53.81,
"time": 172.1497300430201,
"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": 1.5467852354049683,
"val_loss": 1.3642724752426147,
"acc": 54.15,
"time": 175.46920214605052,
"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": 1.7073862552642822,
"val_loss": 1.314395546913147,
"acc": 55.01,
"time": 171.26382656604983,
"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": 1.7185091972351074,
"val_loss": 1.2523056268692017,
"acc": 55.69,
"time": 161.78894007997587,
"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": 1.7374368906021118,
"val_loss": 1.2082980871200562,
"acc": 56.26,
"time": 155.41039434506092,
"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": 1.732879877090454,
"val_loss": 1.2724707126617432,
"acc": 57.68,
"time": 168.33036671299487,
"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": 1.615503191947937,
"val_loss": 1.1791596412658691,
"acc": 57.18,
"time": 170.6473934330279,
"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": 1.5726555585861206,
"val_loss": 1.2141902446746826,
"acc": 56.62,
"time": 171.79839647200424,
"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": 1.5682685375213623,
"val_loss": 1.3381136655807495,
"acc": 54.1,
"time": 158.67248263489455,
"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": 1.544690489768982,
"val_loss": 1.2399142980575562,
"acc": 56.97,
"time": 162.54676618997473,
"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": 1.5528926849365234,
"val_loss": 1.1639525890350342,
"acc": 56.63,
"time": 171.7998370230198,
"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": 1.3578224182128906,
"val_loss": 1.2822439670562744,
"acc": 54.63,
"time": 167.90143750992138,
"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": 1.604447841644287,
"val_loss": 1.290871024131775,
"acc": 56.99,
"time": 162.24384052306414,
"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": 1.5652869939804077,
"val_loss": 1.1860826015472412,
"acc": 60.05,
"time": 165.38750591909047,
"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": 1.6906570196151733,
"val_loss": 1.18695867061615,
"acc": 58.3,
"time": 162.29195807501674,
"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": 1.5140944719314575,
"val_loss": 1.1624115705490112,
"acc": 56.58,
"time": 167.15208210190758,
"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": 1.5059133768081665,
"val_loss": 1.154268741607666,
"acc": 59.09,
"time": 161.27755948505364,
"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": 1.6845180988311768,
"val_loss": 1.0674386024475098,
"acc": 60.94,
"time": 157.83241406199522,
"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": 1.5388070344924927,
"val_loss": 1.1229392290115356,
"acc": 59.67,
"time": 152.93725778406952,
"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": 1.648242473602295,
"val_loss": 1.1828092336654663,
"acc": 60.44,
"time": 160.48995673609897,
"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": 1.4530848264694214,
"val_loss": 1.170428991317749,
"acc": 58.8,
"time": 161.12139769201167,
"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": 1.4395817518234253,
"val_loss": 1.1742709875106812,
"acc": 60.8,
"time": 173.69177354301792,
"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": 1.48377525806427,
"val_loss": 1.1240882873535156,
"acc": 61.42,
"time": 171.46128750604112,
"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": 1.5962612628936768,
"val_loss": 1.0499666929244995,
"acc": 61.36,
"time": 163.3281367010204,
"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": 1.5028945207595825,
"val_loss": 1.0701113939285278,
"acc": 61.66,
"time": 172.81333756598178,
"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": 1.633588194847107,
"val_loss": 1.0071170330047607,
"acc": 61.64,
"time": 172.0679005740676,
"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": 1.5659222602844238,
"val_loss": 1.0563939809799194,
"acc": 60.97,
"time": 172.24831983610056,
"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": 1.4970275163650513,
"val_loss": 1.0439479351043701,
"acc": 62.3,
"time": 167.33072348101996,
"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": 1.5749311447143555,
"val_loss": 1.0699944496154785,
"acc": 62.0,
"time": 173.01967048295774,
"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": 1.630231261253357,
"val_loss": 1.0896764993667603,
"acc": 61.8,
"time": 171.61647475592326,
"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": 1.5323418378829956,
"val_loss": 1.0698953866958618,
"acc": 61.0,
"time": 156.46072925906628,
"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": 1.476892113685608,
"val_loss": 0.9670080542564392,
"acc": 62.33,
"time": 168.87914738699328,
"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": 1.545459508895874,
"val_loss": 1.040556788444519,
"acc": 63.18,
"time": 157.01083941501565,
"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": 1.558107614517212,
"val_loss": 1.0708272457122803,
"acc": 62.43,
"time": 155.45240195293445,
"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": 1.4645930528640747,
"val_loss": 1.134176254272461,
"acc": 62.41,
"time": 173.10743553901557,
"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": 1.5078198909759521,
"val_loss": 1.0054800510406494,
"acc": 63.75,
"time": 157.71581301407423,
"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": 1.4008797407150269,
"val_loss": 1.1192127466201782,
"acc": 63.58,
"time": 163.80382778297644,
"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": 1.6787083148956299,
"val_loss": 0.9257696270942688,
"acc": 63.2,
"time": 173.38109368795995,
"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": 1.4332826137542725,
"val_loss": 1.0531009435653687,
"acc": 63.58,
"time": 165.1700998080196,
"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": 1.4709932804107666,
"val_loss": 0.9859369993209839,
"acc": 63.83,
"time": 167.1684476659866,
"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": 1.4215399026870728,
"val_loss": 1.1065670251846313,
"acc": 62.6,
"time": 170.82320124201942,
"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": 1.582015037536621,
"val_loss": 1.0060935020446777,
"acc": 63.41,
"time": 156.87058558000717,
"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": 1.543087124824524,
"val_loss": 1.1169902086257935,
"acc": 63.02,
"time": 166.44800837594084,
"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": 1.6314588785171509,
"val_loss": 1.0294636487960815,
"acc": 63.44,
"time": 173.5683497079881,
"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": 1.392568826675415,
"val_loss": 1.0828043222427368,
"acc": 62.95,
"time": 174.77670983201824,
"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": 1.462873935699463,
"val_loss": 1.0485188961029053,
"acc": 64.59,
"time": 173.56394907203503,
"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": 1.407082438468933,
"val_loss": 0.8057141900062561,
"acc": 65.26,
"time": 166.3345478340052,
"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": 1.5282082557678223,
"val_loss": 1.0124578475952148,
"acc": 64.7,
"time": 156.40265957801603,
"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": 1.5589367151260376,
"val_loss": 1.008257508277893,
"acc": 65.73,
"time": 159.25514650705736,
"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": 1.5722920894622803,
"val_loss": 1.0019603967666626,
"acc": 65.66,
"time": 152.09635175403673,
"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": 1.6532927751541138,
"val_loss": 0.918853223323822,
"acc": 65.06,
"time": 152.11245475092437,
"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": 1.3866918087005615,
"val_loss": 0.909940779209137,
"acc": 66.01,
"time": 153.29275808599778,
"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": 1.6143556833267212,
"val_loss": 0.9677670001983643,
"acc": 64.93,
"time": 160.18686590902507,
"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": 1.33823823928833,
"val_loss": 1.1140469312667847,
"acc": 62.7,
"time": 165.5064228400588,
"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": 1.5303415060043335,
"val_loss": 0.996646523475647,
"acc": 65.84,
"time": 165.22708625497762,
"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": 1.5469317436218262,
"val_loss": 0.9976136088371277,
"acc": 65.43,
"time": 170.8136911430629,
"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": 1.2768205404281616,
"val_loss": 0.9884971976280212,
"acc": 66.8,
"time": 172.42592064803466,
"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": 1.6272356510162354,
"val_loss": 0.9472672343254089,
"acc": 66.6,
"time": 170.86698924703524,
"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": 1.2930285930633545,
"val_loss": 1.0518428087234497,
"acc": 64.07,
"time": 175.4697576960316,
"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": 1.358801245689392,
"val_loss": 1.0162278413772583,
"acc": 67.54,
"time": 155.65234869904816,
"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": 1.3461041450500488,
"val_loss": 0.977791428565979,
"acc": 66.3,
"time": 154.88606537808664,
"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": 1.4339224100112915,
"val_loss": 0.8771961331367493,
"acc": 67.17,
"time": 154.87272181292064,
"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": 1.2696497440338135,
"val_loss": 1.0709112882614136,
"acc": 65.07,
"time": 170.96485300804488,
"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": 1.5328190326690674,
"val_loss": 1.0337693691253662,
"acc": 65.22,
"time": 170.2388834330486,
"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": 1.5791336297988892,
"val_loss": 0.9658538699150085,
"acc": 67.59,
"time": 171.4535231370246,
"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": 1.3603806495666504,
"val_loss": 0.9299228191375732,
"acc": 64.78,
"time": 156.37691586092114,
"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": 1.3341745138168335,
"val_loss": 0.9255316257476807,
"acc": 68.22,
"time": 152.41425216000061,
"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": 1.4458078145980835,
"val_loss": 1.0565060377120972,
"acc": 65.78,
"time": 153.42190230090637,
"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": 1.6027014255523682,
"val_loss": 0.8520557880401611,
"acc": 68.26,
"time": 153.71126845909748,
"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": 1.390912413597107,
"val_loss": 1.0471165180206299,
"acc": 68.28,
"time": 153.6717855699826,
"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": 1.3013958930969238,
"val_loss": 0.92740398645401,
"acc": 67.49,
"time": 153.09030843595974,
"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": 1.2830767631530762,
"val_loss": 0.9985302686691284,
"acc": 68.26,
"time": 153.3462973239366,
"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": 1.3828002214431763,
"val_loss": 0.9236733913421631,
"acc": 67.6,
"time": 153.02090748399496,
"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": 1.388164758682251,
"val_loss": 0.8947269916534424,
"acc": 68.18,
"time": 166.254604724003,
"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": 1.4096872806549072,
"val_loss": 0.8535799980163574,
"acc": 69.0,
"time": 155.44233962101862,
"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": 1.206727147102356,
"val_loss": 0.8285900354385376,
"acc": 66.49,
"time": 157.5467102819821,
"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": 1.294577956199646,
"val_loss": 0.9919605255126953,
"acc": 67.61,
"time": 155.25735922600143,
"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": 1.0930503606796265,
"val_loss": 1.0324574708938599,
"acc": 67.17,
"time": 154.04080714297015,
"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": 1.3042080402374268,
"val_loss": 0.8997671604156494,
"acc": 68.98,
"time": 167.3062458949862,
"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": 1.5754565000534058,
"val_loss": 0.9764424562454224,
"acc": 68.83,
"time": 153.78195320407394,
"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": 1.276297688484192,
"val_loss": 0.8875234127044678,
"acc": 68.48,
"time": 165.94646215101238,
"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": 1.3775321245193481,
"val_loss": 0.8639193773269653,
"acc": 69.37,
"time": 166.83012394490652,
"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": 1.4173552989959717,
"val_loss": 0.9322803616523743,
"acc": 68.4,
"time": 156.85619401396252,
"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": 1.3458889722824097,
"val_loss": 0.9801146388053894,
"acc": 68.47,
"time": 156.82045164110605,
"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": 1.390871286392212,
"val_loss": 0.8279387950897217,
"acc": 68.46,
"time": 175.05222012894228,
"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": 1.391687273979187,
"val_loss": 0.7988166809082031,
"acc": 68.8,
"time": 166.61771254905034,
"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": 1.349703073501587,
"val_loss": 0.9081857204437256,
"acc": 68.83,
"time": 158.8910534059396,
"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": 1.4076722860336304,
"val_loss": 0.954550564289093,
"acc": 65.4,
"time": 172.3836813889211,
"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": 1.3100374937057495,
"val_loss": 0.8423997759819031,
"acc": 69.47,
"time": 172.3270657149842,
"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": 1.3031193017959595,
"val_loss": 0.7943689227104187,
"acc": 69.08,
"time": 173.35782958299387,
"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": 1.1932543516159058,
"val_loss": 0.9235284328460693,
"acc": 68.45,
"time": 160.58638664800674,
"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": 1.2299392223358154,
"val_loss": 0.8909529447555542,
"acc": 69.64,
"time": 171.8290859030094,
"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": 1.3823580741882324,
"val_loss": 0.8422019481658936,
"acc": 69.95,
"time": 174.17309292592108,
"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": 1.34392511844635,
"val_loss": 0.7715202569961548,
"acc": 69.29,
"time": 171.83954988291953,
"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": 1.433601975440979,
"val_loss": 0.8655798435211182,
"acc": 69.77,
"time": 162.81158331001643,
"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": 1.4167605638504028,
"val_loss": 1.004435658454895,
"acc": 68.78,
"time": 170.31870856392197,
"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": 1.5270071029663086,
"val_loss": 0.9482184648513794,
"acc": 68.38,
"time": 164.79749316594098,
"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": 1.3673685789108276,
"val_loss": 0.8453480005264282,
"acc": 69.77,
"time": 167.48376989003737,
"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": 1.4419628381729126,
"val_loss": 0.8018918633460999,
"acc": 68.74,
"time": 164.2874484580243,
"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": 1.189535140991211,
"val_loss": 0.8211437463760376,
"acc": 70.28,
"time": 171.1271072140662,
"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": 1.4609568119049072,
"val_loss": 0.8476143479347229,
"acc": 69.77,
"time": 168.15502107399516,
"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": 1.4144304990768433,
"val_loss": 0.9088795781135559,
"acc": 69.18,
"time": 152.95773962000385,
"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": 1.3744556903839111,
"val_loss": 0.8132695555686951,
"acc": 69.91,
"time": 159.22550584108103,
"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": 1.4693500995635986,
"val_loss": 0.9524403810501099,
"acc": 69.93,
"time": 155.23988834500778,
"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": 1.3308050632476807,
"val_loss": 0.8417624831199646,
"acc": 69.93,
"time": 167.65337248693686,
"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": 1.4214586019515991,
"val_loss": 0.8227484226226807,
"acc": 70.25,
"time": 173.17295784992166,
"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": 1.1814217567443848,
"val_loss": 0.8196145296096802,
"acc": 70.63,
"time": 160.32386614591815,
"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": 1.3219513893127441,
"val_loss": 0.9639008641242981,
"acc": 69.92,
"time": 168.470076911035,
"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": 1.387723684310913,
"val_loss": 0.8865930438041687,
"acc": 70.86,
"time": 155.16705981595442,
"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": 1.413845181465149,
"val_loss": 0.8491472601890564,
"acc": 69.93,
"time": 169.10696101898793,
"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": 1.2774677276611328,
"val_loss": 0.8771183490753174,
"acc": 69.49,
"time": 160.3304828100372,
"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": 1.2570836544036865,
"val_loss": 0.7975623607635498,
"acc": 70.37,
"time": 158.15037099597976,
"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": 1.370294213294983,
"val_loss": 0.917407751083374,
"acc": 71.16,
"time": 172.73311966692563,
"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": 1.2019575834274292,
"val_loss": 0.9257904887199402,
"acc": 69.65,
"time": 181.7797529239906,
"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": 1.27958345413208,
"val_loss": 0.8339377045631409,
"acc": 71.22,
"time": 171.78193190903403,
"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
}
]
}
]
}