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config.json
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config.json
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[
{
"id": "contrast_net",
"dataset":"CIFAR100",
"augment": false,
"model": "ResNet18",
"pretrained": false,
"optimizer":"Adam",
"loss_f":"cross_entropy",
"batch_size": 64,
"lr_head": 0.01,
"train_backbone": true,
"lr_backbone": 0.01,
"step_size":5,
"gamma":0.316,
"weight_decay": 1e-4,
"epochs": 25,
"num_classes":100,
"hidden_dim": 4096,
"save_dir": "resnet18/contrast_net",
"load_dir": "clip/test"
},
{
"id": "imagenet_net",
"dataset":"CIFAR100",
"augment": false,
"model": "ResNet18",
"pretrained": true,
"optimizer":"Adam",
"loss_f":"cross_entropy",
"batch_size": 64,
"lr_head": 0.01,
"train_backbone": true,
"lr_backbone": 0.01,
"step_size":5,
"gamma":0.316,
"weight_decay": 1e-4,
"epochs": 25,
"num_classes":100,
"hidden_dim": 4096,
"save_dir": "resnet18/imagenet_net",
"load_dir": ""
},
{
"id": "zero_net",
"dataset":"CIFAR100",
"augment": false,
"model": "ResNet18",
"pretrained": false,
"optimizer":"Adam",
"loss_f":"cross_entropy",
"batch_size": 64,
"lr_head": 0.01,
"train_backbone": true,
"lr_backbone": 0.01,
"step_size":5,
"gamma":0.316,
"weight_decay": 1e-4,
"epochs": 25,
"num_classes":100,
"hidden_dim": 4096,
"save_dir": "resnet18/zero_net",
"load_dir": ""
}
]