Since PyTorch Lightning does most things under the hood, how can I know which weight initialization methods it use for training the model? And how can I modify the initialization method?
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PyTorch Lightning doesn't interfere with weight initialization. It should be same as default PyTorch weights initialization. This is how Linear layers are initialized.