I’m attempting to give me data more temporal understanding. To do that, I want to pad only the left side with each successive layer so that I’ll maintain the same shape, but progressively “roll up” information from the older / earlier elements. Is this possible with PyTorch?
You could leave padding=0 in the conv layers and use F.pad in the forward method to pad one-sided.
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You can also use a larger padding, and then throw away the last couple of outputs to maintain the size.