[mlir][tosa] Add tosa.conv3d lowering to Linalg
authorRob Suderman <suderman@google.com>
Fri, 6 Jan 2023 18:13:32 +0000 (10:13 -0800)
committerRob Suderman <suderman@google.com>
Fri, 6 Jan 2023 18:47:45 +0000 (10:47 -0800)
commit7ce53e31023dcf9d8fb95d172e20a35e60ebd821
treee278b51cad231252a1beb05e2ca1a319b35d5293
parent75d268d1fa607a2a9c814040a8d8d5267b49de4c
[mlir][tosa] Add tosa.conv3d lowering to Linalg

Conv3D has an existing linalg operation for floating point. Adding a quantized
variant and corresponding lowering from TOSA. Numerical correctness was validated
using the TOSA conformance tests.

Reviewed By: jpienaar

Differential Revision: https://reviews.llvm.org/D140919
mlir/include/mlir/Dialect/Linalg/IR/LinalgNamedStructuredOps.yaml
mlir/lib/Conversion/TosaToLinalg/TosaToLinalgNamed.cpp
mlir/lib/Conversion/TosaToLinalg/TosaToLinalgNamedPass.cpp
mlir/python/mlir/dialects/linalg/opdsl/ops/core_named_ops.py
mlir/test/Conversion/TosaToLinalg/tosa-to-linalg-named.mlir