Yes you are right. As I replied above, I don’t think conv1d is the best solution.
I’m trying the torch.nn.ModuleList instead, but I’m not sure how the computation graph would be built under this manner and how the training and back propagation would be influenced. Do you have any suggestions？
Thanks very much.