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G-U-N / PyCIL

PyCIL: A Python Toolbox for Class-Incremental Learning
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low accuracy on ewc #82

Closed psychocosine closed 6 months ago

psychocosine commented 6 months ago

When I tried to run python main.py --config ./exps/ewc.json. It seems that the accuracy of the tasks learned previously is very low. Why it happened？ image

ewc.json

{
    "prefix": "reproduce",
    "dataset": "cifar100",
    "memory_size": 2000,
    "memory_per_class": 20,
    "fixed_memory": false,
    "shuffle": true,
    "init_cls": 10,
    "increment": 10,
    "model_name": "ewc",
    "convnet_type": "resnet32",
    "device": ["0","1","2","3"],
    "seed": [1993]
}
zhoudw-zdw commented 6 months ago

It means EWC is not a strong baseline.