In reply to @morganalyssa "its a loop over": that's a standard one,

You can do im2col + gemm (matrix multiplication)

https://github.com/mratsim/Arraymancer/blob/master/src/arraymancer/nn_primitives
/fallback/conv.nim#L100-L103