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I have tried to make a 3D convolutional layer with the following parameters: padding='same' and groups='in_channels' and l get an AssertionError. Either with tltorch.FactorizedConv() or tltorch.FactorizedConv.from_conv()
It seems that padding='same' with groups is not supported in tensorly.