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presets.json
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presets.json
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{
"alpha": 4,
"average_loss": 0,
"batch_size": 128,
"checkpoint_path": "./checkpoints",
"learning_rate": 0.02,
"noise_mode": "sym",
"num_workers": 16,
"preaugment": false,
"save_every": 25,
"seed": 0,
"warmup_aug_probability": 1,
"warmup_batch_size": 128,
"configs": {
"c10": {
"dataset": "cifar10",
"num_class": 10,
"warm_up": 10,
"seed": 123456789,
"data_path": "../cifar-10/cifar-10-batches-py",
"warmup_transform": "transform_weak_10",
"configs": {
"20sym": {
"r": 0.2,
"lambda_u": 0,
"average_loss": 0,
"num_epochs": 300,
"lr_switch_epoch": 150,
"mt": 2,
"md": 0.5
},
"50sym": {
"r": 0.5,
"lambda_u": 25,
"average_loss": 0,
"num_epochs": 300,
"lr_switch_epoch": 150,
"mt": 2,
"md": 0.5
}
},
"labeled_transforms": [
"transform_strong_10",
"transform_strong_10",
"transform_weak_10",
"transform_weak_10"
],
"unlabeled_transforms": [
"transform_strong_10",
"transform_strong_10",
"transform_weak_10",
"transform_weak_10"
]
},
"c100": {
"dataset": "cifar100",
"num_epochs": 400,
"lr_switch_epoch": 300,
"num_class": 100,
"warm_up": 30,
"warmup_transform": "transform_weak_100",
"data_path": "../cifar-100/cifar-100-python/",
"configs": {
"20sym": {
"r": 0.2,
"lambda_u": 25,
"mt": 2,
"md": 0.5
},
"50sym": {
"r": 0.5,
"lambda_u": 150,
"mt": 2,
"md": 0.5
}
},
"labeled_transforms": [
"transform_strong_100",
"transform_strong_100",
"transform_weak_100",
"transform_weak_100"
],
"unlabeled_transforms": [
"transform_strong_100",
"transform_strong_100",
"transform_weak_100",
"transform_weak_100"
]
}
}
}