Hi Ferruolo,
The conv3d parameters are input channels, output channels and kernel size in that order. Please ensure this is consistent with your code.
As you have given kernel size as 1024, the resulting weight tensor is of the size 9 x 4x 1024 x 1024 x 1024. That is a highly unusual kernel size in current literature.