[all-commits] [llvm/llvm-project] cf8a1f: [mlir][tosa] Quantized Conv2DOp lowering to linalg...

[rsuderman via All-commits]

  Branch: refs/heads/main
  Home:   https://github.com/llvm/llvm-project
  Commit: cf8a1f62083c3edbf2cd08bb16d57a70dc45722c
      https://github.com/llvm/llvm-project/commit/cf8a1f62083c3edbf2cd08bb16d57a70dc45722c
  Author: Rob Suderman <rob.suderman at gmail.com>
  Date:   2021-07-22 (Thu, 22 Jul 2021)

  Changed paths:
    M mlir/include/mlir/Dialect/Linalg/IR/LinalgNamedStructuredOps.yaml
    M mlir/lib/Conversion/TosaToLinalg/TosaToLinalg.cpp
    M mlir/python/mlir/dialects/linalg/opdsl/ops/core_named_ops.py
    M mlir/test/Conversion/TosaToLinalg/tosa-to-linalg.mlir
    M mlir/test/Dialect/Linalg/named-ops.mlir

  Log Message:
  -----------
  [mlir][tosa] Quantized Conv2DOp lowering to linalg added.

Includes a version of a quantized conv2D operations with a lowering from TOSA
to linalg with corresponding test. We keep the quantized and quantized variants
as separate named ops to avoid the additional operations for non-quantized
convolutions.

Differential Revision: https://reviews.llvm.org/D106407