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Assert image resolution has to be divisible by 32 for resnet #104

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Aug 10, 2018
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Assert image resolution has to be divisible by 32 for resnet #104

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2 changes: 2 additions & 0 deletions robosat/unet.py
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Original file line number Diff line number Diff line change
Expand Up @@ -116,6 +116,8 @@ def forward(self, x):
Returns:
The networks output tensor.
"""
size = x.size()
assert size[-1] % 32 == 0 and size[-2] % 32 == 0, "image resolution has to be divisible by 32 for resnet"

enc0 = self.resnet.conv1(x)
enc0 = self.resnet.bn1(enc0)
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