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@LiDaiY if you initialized the parameters of the resnet with the flag pretrained=True then the model would already have learnt a representation. You might get better results, but the purpose of this repository is to learn a good representation from scratch using BYOL.
The other model parameters (classifier, mlp head, ...) are initialized randomly (there is not really any other option).
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