ubfx wrote: > I dont know where these uses are coming from I can't speak for the other Ops, but the "channel first" ones I've been adding are in order to support lowering torch IR to linalg without additional transpositions in torch-mlir. https://github.com/llvm/llvm-project/pull/113953