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Added more pooling layers to torch_nn.py #30

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Added more pooling layers to torch_nn.py #30

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330fe2f
added more pooling layers
Feb 1, 2019
e219233
fixing problems
Feb 1, 2019
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38 changes: 37 additions & 1 deletion namedtensor/torch_nn.py
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Original file line number Diff line number Diff line change
Expand Up @@ -143,6 +143,31 @@ def spec(self, dim_in, dims_conv, name_out):
return self


class AvgPool1d (_Update, nn.AvgPool1d):
pass


class AvgPool2d (_Update, nn.AvgPool2d):
pass


class AvgPool3d (_Update, nn.AvgPool3d):
pass


class MaxUnpool1d (_Update, nn.MaxUnpool1d):
pass


class MaxUnpool2d (_Update, nn.MaxUnpool2d):
pass


class MaxUnpool3d (_Update, nn.MaxUnpool3d):
pass



_update = [
"Linear",
"Conv1d",
Expand All @@ -151,6 +176,12 @@ def spec(self, dim_in, dims_conv, name_out):
"MaxPool1d",
"MaxPool2d",
"MaxPool3d",
"AvgPool1d",
"AvgPool2d",
"AvgPool3d",
"MaxUnpool1d",
"MaxUnpool2d",
"MaxUnpool3d",
]


Expand All @@ -161,7 +192,12 @@ def spec(self, dim_in, dims_conv, name_out):
MaxPool1d.__doc__ = nn.MaxPool1d.__doc__
MaxPool2d.__doc__ = nn.MaxPool2d.__doc__
MaxPool3d.__doc__ = nn.MaxPool3d.__doc__

AvgPool1d.__doc__ = nn.AvgPool1d.__doc__
AvgPool2d.__doc__ = nn.AvgPool2d.__doc__
AvgPool3d.__doc__ = nn.AvgPool3d.__doc__
MaxUnpool1d.__doc__ = nn.MaxUnpool1d.__doc__
MaxUnpool2d.__doc__ = nn.MaxUnpool2d.__doc__
MaxUnpool3d.__doc__ = nn.MaxUnpool3d.__doc__

class CrossEntropyLoss(_Loss, nn.CrossEntropyLoss):
def spec(self, dim_target):
Expand Down