[PATCH] D77761: [mlir][Vector] Update lowering of vector ops to llvm intrinsics to use row-major.
Nicolas Vasilache via Phabricator via llvm-commits
llvm-commits at lists.llvm.org
Wed Apr 8 15:46:24 PDT 2020
nicolasvasilache created this revision.
nicolasvasilache added reviewers: fhahn, aartbik, ftynse.
Herald added subscribers: llvm-commits, frgossen, grosul1, Joonsoo, liufengdb, lucyrfox, mgester, arpith-jacob, antiagainst, shauheen, burmako, jpienaar, rriddle, mehdi_amini.
Herald added a project: LLVM.
LLVM matrix intrinsics recently introduced an option to support row-major mode.
This matches the MLIR vector model, this revision switches to row-major.
A corner case related to degenerate sizes was also fixed upstream.
This revision removes the guard against this corner case.
A bug was uncovered on the output vector construction which this revision also fixes.
Lastly, this has been tested on a small size and benchmarked independently: no visible performance regression is observed.
In the future, when matrix intrinsics support per op attribute, we can more aggressively translate to that and avoid inserting MLIR-level transposes.
This has been tested independently to work on small matrices.
Repository:
rG LLVM Github Monorepo
https://reviews.llvm.org/D77761
Files:
mlir/include/mlir/Dialect/Vector/VectorOps.td
mlir/lib/Dialect/Vector/VectorTransforms.cpp
mlir/test/Dialect/Vector/vector-contract-transforms.mlir
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