[all-commits] [llvm/llvm-project] 5911a2: [mlir][tosa] Add tosa.depthwise_conv2d as tosa.mul...

[not-jenni via All-commits]

  Branch: refs/heads/main
  Home:   https://github.com/llvm/llvm-project
  Commit: 5911a29aa92065549031c998ce03ef75d8d61118
      https://github.com/llvm/llvm-project/commit/5911a29aa92065549031c998ce03ef75d8d61118
  Author: not-jenni <jennik at google.com>
  Date:   2021-12-06 (Mon, 06 Dec 2021)

  Changed paths:
    M mlir/include/mlir/Dialect/Tosa/IR/TosaOps.td
    M mlir/lib/Dialect/Tosa/IR/TosaOps.cpp
    M mlir/test/Dialect/Tosa/canonicalize.mlir

  Log Message:
  -----------
  [mlir][tosa] Add tosa.depthwise_conv2d as tosa.mul canonicalization

For a 1x1 weight and stride of 1, the input/weight can be reshaped and
multiplied elementwise then reshaped back

Reviewed By: rsuderman, KoolJBlack

Differential Revision: https://reviews.llvm.org/D115207