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Upload hyperparameters.json

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hyperparameters.json ADDED
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+ {
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+ "config": "scripts/train_configs/cifar10.json",
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+ "model": "resnet34_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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+ }