Thanks a lot for the reply, wanted to get an expert’s opinion. If there are no params, will try slicing and other options. Would be great if someone can confirm that the code at least from a intel cpu flow is
F.conv1d → ATen/native/Convolution.cpp → (assuming mkl) ->ATen/native/mkldnn/Conv.cpp → ideep::convolution_forward .