Solved by jfix in post #4 
              
              
                Hi @iviarcio, the OCL backend does this transformation in the below location for convolutions, did you also copy this transforms file over for your backend? Perhaps it needs to be tweaked for your usecase. I’d suggest debugging why the below code isn’t being run on your backend.