That is not the case. I removed [0].transpose(0,1)
so now I have only
convolved = conv_model(input)
and my output is
input shape torch.Size([171, 150])
params  150 150 1
input after view  torch.Size([1, 150, 171])
convolved shape  torch.Size([1, 150, 170])

Any other ideas what it might be?