bgawrych commented on issue #21075:
URL: 
https://github.com/apache/incubator-mxnet/issues/21075#issuecomment-1178737090

   @matteosal with oneDNN implementation of convolution it also works - seems 
like you have disabled/not builded oneDNN support.
   Naive implementation of convolution uses im2col which requires ~100GB memory 
in this case. With GPU you're no facing such issue, because you're probably 
using cuDNN library implementation. Can you confirm this by posting 
`mx.runtime.Features()`


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