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Parent(s):
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Upload hyperparameters.json
Browse files- hyperparameters.json +26 -0
hyperparameters.json
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{
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"config": "scripts/train_configs/cifar10.json",
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"model": "resnet50_cifar10",
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"dataset": "cifar10",
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"batch_size": 128,
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"epochs": 300,
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"validation_frequency": 5,
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"seed": 1,
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"criterion": "CrossEntropyLoss",
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"criterion_kwargs": {},
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"optimizer": "SGD",
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"lr": 0.1,
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"optimizer_kwargs": {
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"momentum": 0.9,
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"weight_decay": 0.0005,
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"nesterov": "True"
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},
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"scheduler": "ReduceLROnPlateau",
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"scheduler_kwargs": {
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"factor": 0.1,
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"patience": 3,
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"threshold": 0.001,
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"mode": "max"
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},
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"debug": false
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}
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