[all-commits] [llvm/llvm-project] 9325b8: [mlir][Linalg] Add conv ops with TF definition.

[Han-Chung Wang via All-commits]

  Branch: refs/heads/main
  Home:   https://github.com/llvm/llvm-project
  Commit: 9325b8da1702238f15f837b6e07f099baf4dcd94
      https://github.com/llvm/llvm-project/commit/9325b8da1702238f15f837b6e07f099baf4dcd94
  Author: Hanhan Wang <hanchung at google.com>
  Date:   2021-02-10 (Wed, 10 Feb 2021)

  Changed paths:
    M mlir/include/mlir/Dialect/Linalg/IR/LinalgNamedStructuredOpsSpec.tc
    A mlir/integration_test/Dialect/Linalg/CPU/test-conv-1d-input-ncw-filter-wcf-call.mlir
    A mlir/integration_test/Dialect/Linalg/CPU/test-conv-1d-input-nwc-filter-wcf-call.mlir
    A mlir/integration_test/Dialect/Linalg/CPU/test-conv-2d-input-nchw-filter-hwcf-call.mlir
    A mlir/integration_test/Dialect/Linalg/CPU/test-conv-2d-input-nhwc-filter-hwcf-call.mlir
    A mlir/integration_test/Dialect/Linalg/CPU/test-conv-3d-input-ncdhw-filter-dhwcf-call.mlir
    A mlir/integration_test/Dialect/Linalg/CPU/test-conv-3d-input-ndhwc-filter-dhwcf-call.mlir
    M mlir/lib/Dialect/Linalg/Transforms/Vectorization.cpp
    M mlir/test/Dialect/Linalg/generalize-named-ops.mlir
    M mlir/test/Dialect/Linalg/named-ops.mlir

  Log Message:
  -----------
  [mlir][Linalg] Add conv ops with TF definition.

The dimension order of a filter in tensorflow is
[filter_height, filter_width, in_channels, out_channels], which is different
from current definition. The current definition follows TOSA spec. Add TF
version conv ops to .tc, so we do not have to insert a transpose op around a
conv op.

Reviewed By: antiagainst

Differential Revision: https://reviews.llvm.org/D96038