Hi Arijit. The issue here is that you are trying to apply a 4x4 maxpool operation to a 1x1 feature map. I would suggest re-evaluating your network architecture and making sure the input size is defined correctly.
input size mismatch in maxpool
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The error is showing for maxpool input size from conv. layer. how to fix it
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