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Is it best practice to normalise the input data before passing it inside a NN, or to perform the normalisation within the NN(Gradient Scope)

I have a NN for PINNs, which takes an 2D input and provides an 1D output. I need to normalise the input data(lets say between -1 to 1). I can think of two approaches where Approach 1: one approach ...
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