/
config.json
60 lines (60 loc) · 1.15 KB
/
config.json
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{
"name": "CatsVsDogs",
"n_gpu": 1,
"comet": true,
"arch": {
"type": "VGG16BN",
"input_shape": [3, 224, 224],
"args": {}
},
"train_data_loader": {
"type": "CatsAndDogsDataLoader",
"args": {
"data_dir": "/data/data/cats-and-dogs/train",
"batch_size": 128,
"shuffle": true,
"validation_split": 0.0,
"num_workers": 4,
"train": true
}
},
"val_data_loader": {
"type": "CatsAndDogsDataLoader",
"args": {
"data_dir": "/data/data/cats-and-dogs/test",
"batch_size": 256,
"shuffle": true,
"validation_split": 0.0,
"num_workers": 4,
"train": false
}
},
"optimizer": {
"type": "SGD",
"args": {
"lr": 0.001,
"weight_decay": 1e-4,
"momentum": 0.9
}
},
"loss": "cross_entropy",
"metrics": {
"Accuracy": { "name": "acc" }
},
"lr_scheduler": {
"type": "StepLR",
"args": {
"step_size": 50,
"gamma": 0.1
}
},
"trainer": {
"epochs": 20,
"save_dir": "saved/",
"save_period": 5,
"verbosity": 2,
"monitor": "min val_loss",
"early_stop": 10,
"log_dir": "saved/runs"
}
}