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Add torch.nn.Module operator wrapper #4

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fpicetti opened this issue Mar 3, 2021 · 1 comment
Open

Add torch.nn.Module operator wrapper #4

fpicetti opened this issue Mar 3, 2021 · 1 comment
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enhancement New feature or request

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fpicetti commented Mar 3, 2021

CNNs can be seen as nonlinear operators.

Two ideas here:

  1. use a CNNs as operator where only the forward is implemented; CNN can be used as regularizers (link)
  2. implement a VectorTorch method to build a torch.nn.Parameter object, to be passed to torch.optim.
@fpicetti fpicetti added the enhancement New feature or request label Mar 3, 2021
@fpicetti fpicetti self-assigned this Mar 3, 2021
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Added VectorAD, a child class of VectorTorch with the tensor's requires_grad=True

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