Hi, I faced the same problem once with “nn.SpatialConvolutionMM.”.
To overcome this, I used the following script:
https://raw.githubusercontent.com/soumith/cudnn.torch/master/convert.lua 441
(provided by @smth)

which allowed me to convert SpatialConvolutionMM to SpatialConvolution

Hope this helps.