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Details on Inv Depth Layer and ConstantPad2D #247

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F-Barto opened this issue Apr 27, 2023 · 0 comments
Open

Details on Inv Depth Layer and ConstantPad2D #247

F-Barto opened this issue Apr 27, 2023 · 0 comments

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@F-Barto
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F-Barto commented Apr 27, 2023

Hello,

I would like to know why are you explicitly using ConstantPad2D ?

[link to code]

self.conv1 = nn.Conv2d(in_channels, out_channels, kernel_size=3, stride=1)
self.pad = nn.ConstantPad2d([1] * 4, value=0)

From the doc nn.Conv2d default padding_mode is to zeros. Isn't setting padding=1 in Conv2d equivalent to your self.conv1(self.pad(x)) ?

Am I missing something ?

Have a good day
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