You are copying the BasicConv
layer by using
[BasicConv(...)] * 8
which will result of 8 identical layers (same parameters, same id
).
If you would like to initialize 8 different layers, use:
self.leach = nn.ModuleList([BasicConv(
256+512,
128,
kernel_size=(1, 1), stride=(1, 1)) for _ in range(8)])