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Using nn.Conv2d with padding="same" supports a stride of 2 ...

Fails despite being able to work correctly conv_layer = torch.nn.Conv2d(in_channels=3, out_channels=64, kernel_size=(7, 7), \ stride=(2, 2), ...

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