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chAwater avatar chAwater commented on May 30, 2024

@theyearis1981 @Gabri95 I think this is a bug, this line of code should be removed.

linear.weight.data[:] = self

def export(self) -> torch.nn.Linear:
r"""
Export this module to a normal PyTorch :class:`torch.nn.Linear` module and set to "eval" mode.
"""
# set to eval mode so the matrix and the bias are updated with the current
# values of the weights
self.eval()
_matrix = self.matrix
_bias = self.expanded_bias
has_bias = self.bias is not None
# build the PyTorch module
linear = torch.nn.Linear(self.in_type.size, self.out_type.size, bias=has_bias)
linear.weight.data[:] = self
# set the weights and the bias
linear.weight.data = _matrix.data
if has_bias:
linear.bias.data = _bias.data
return linear

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Gabri95 avatar Gabri95 commented on May 30, 2024

yes, thanks for spotting that.
I've fixed the issue but I haven't had time to push all updates yet, sorry for that

Best,
Gabriele

from escnn.

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