smart_augmentation/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-resnet18)-10 epochs (dataug:0)- 1 in_it.json

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2020-02-28 16:32:22 -05:00
{
"Accuracy": 52.19,
"Time": [
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],
"Optimizer": {
"Meta": {
"optim": "Adam",
"lr": 0.01
},
"Inner": {
"optim": "SGD",
"lr": 0.01,
"momentum": 0.9
}
},
"Device": "TITAN RTX",
"Param_names": [
"Identity",
"FlipUD",
"FlipLR",
"Rotate",
"TranslateX",
"TranslateY",
"ShearX",
"ShearY",
"Contrast",
"Color",
"Brightness",
"Sharpness",
"Posterize",
"Solarize"
],
"Log": [
{
"epoch": 1,
"train_loss": 4.225668907165527,
"val_loss": 2.247692584991455,
"acc": 18.79,
"f1":