Demystifying the Convolutions in PyTorch

Outline 1 2D Convolution | The Basic De nition 5 2 What About scipy.signal.convolve2d() for 2D Convolutions 9 3 Input and Kernel Specs for PyTorch’s Convolution Function torch.nn.functional.conv2d() 12 4 Squeezing and Unsqueezing the Tensors 18 5 Using torch.nn.functional.conv2d() 26 6 2D Convolutions with the PyTorch Class torch.nn.Conv2d 28 7 Verifying That a PyTorch … ................
................