[all-commits] [llvm/llvm-project] f559e7: [mlir] Support fast-math friendly constants for id...
qcolombet via All-commits
all-commits at lists.llvm.org
Wed Aug 9 05:28:20 PDT 2023
Branch: refs/heads/main
Home: https://github.com/llvm/llvm-project
Commit: f559e73fad5bf6991411fa13a95ec6112745b8cf
https://github.com/llvm/llvm-project/commit/f559e73fad5bf6991411fa13a95ec6112745b8cf
Author: Quentin Colombet <quentin.colombet at gmail.com>
Date: 2023-08-09 (Wed, 09 Aug 2023)
Changed paths:
M mlir/include/mlir/Dialect/Arith/IR/Arith.h
M mlir/lib/Dialect/Arith/IR/ArithOps.cpp
M mlir/lib/Dialect/Linalg/IR/LinalgOps.cpp
M mlir/test/Dialect/Linalg/transform-op-decompose.mlir
M mlir/test/Dialect/Linalg/transform-op-split-reduction.mlir
Log Message:
-----------
[mlir] Support fast-math friendly constants for identity value
Add an option to the family of `getIdentity` helper functions so that it is
possible to produce fast-math friendly constants.
For instance, for maxf the identity value is `-inf`, however, if the related
operations are lowered with fast-math (`noinf` in particular), then the value
becomes `poison` and chances are the whole codegen is not going to do what we
want.
To avoid this problem, we add an option to `getIdentity` and friends that
specifies whether a finite value needs to be produced or not.
The patch is NFC for all the code but the lowering of `linalg::softmax`
because we know we lower that with fast-math down the line.
I didn't audit the rest of the code to check if it would make sense to set
this boolean in more places.
Note: It feels kind of wrong to have to know what the lowering may do, but
I don't know what the right (at least short-term) solution is. Long term,
we may want a special "neutral element" attribute for the respective ops. I
didn't think too much about the implications for that.
Differential Revision: https://reviews.llvm.org/D156471
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