Open shankerabhigyan opened 6 months ago
In the member function init of class UpsampleCat (arc_unet.py) you have to change the last parameter in nn.ConvTranspose2d from False to 0.
class UpsampleCat(nn.Module):
def __init__(self, in_nc, out_nc):
super(UpsampleCat, self).__init__()
self.in_nc = in_nc
self.out_nc = out_nc
self.deconv = nn.ConvTranspose2d(in_nc, out_nc, 2, 2, 0, 0)
initialize_weights(self.deconv, 0.1)
that fixed it for me.
Following is the error I get after following the steps and executing the training script. Haven't gone through the script yet, any clues to what the issue might be?
Traceback (most recent call last): File "train.py", line 378, in
noisy_denoised = network(noisy)
File "/home/abhigyan2/env1/lib/python3.8/site-packages/torch/nn/modules/module.py", line 1051, in _call_impl
return forward_call(*input, kwargs)
File "/home/abhigyan2/flcp/Neighbor2Neighbor/arch_unet.py", line 206, in forward
x = self.up5(x, pool4)
File "/home/abhigyan2/env1/lib/python3.8/site-packages/torch/nn/modules/module.py", line 1051, in _call_impl
return forward_call(*input, *kwargs)
File "/home/abhigyan2/flcp/Neighbor2Neighbor/arch_unet.py", line 43, in forward
x1 = self.deconv(x1)
File "/home/abhigyan2/env1/lib/python3.8/site-packages/torch/nn/modules/module.py", line 1051, in _call_impl
return forward_call(input, kwargs)
File "/home/abhigyan2/env1/lib/python3.8/site-packages/torch/nn/modules/conv.py", line 916, in forward
return F.conv_transpose2d(
TypeError: conv_transpose2d(): argument 'output_padding' (position 6) must be tuple of ints, not tuple