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authorMatthias Springer <me@m-sp.org>2023-11-01 10:57:17 +0900
committerGitHub <noreply@github.com>2023-11-01 10:57:17 +0900
commit2164a449dc7a9daf610b789ba0ec7d1eca7305ef (patch)
tree3abae6dbe6ec18ee4e50b8160549bf4721718687 /mlir/lib/Transforms/LoopInvariantCodeMotion.cpp
parent1abd8d1a8d962a14ca96e19c0f6da4f9ac394d0a (diff)
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[mlir][Transforms] Add loop-invariant subset hoisting (LISH) transformation (#70619)
Add a loop-invariant subset hoisting pass to `mlir/Interfaces`. This pass hoist loop-invariant tensor subsets (subset extraction and subset insertion ops) from loop-like ops. Extraction ops are moved before the loop. Insertion ops are moved after the loop. The loop body operates on newly added region iter_args (one per extraction-insertion pair). This new pass will be improved in subsequent commits (to support more cases/ops) and will eventually replace `Linalg/Transforms/SubsetHoisting.cpp`. In contrast to the existing Linalg subset hoisting, the new pass is op interface-based (`SubsetOpInterface` and `LoopLikeOpInterface`).
Diffstat (limited to 'mlir/lib/Transforms/LoopInvariantCodeMotion.cpp')
-rw-r--r--mlir/lib/Transforms/LoopInvariantCodeMotion.cpp20
1 files changed, 20 insertions, 0 deletions
diff --git a/mlir/lib/Transforms/LoopInvariantCodeMotion.cpp b/mlir/lib/Transforms/LoopInvariantCodeMotion.cpp
index 854fde0..e6d8af8 100644
--- a/mlir/lib/Transforms/LoopInvariantCodeMotion.cpp
+++ b/mlir/lib/Transforms/LoopInvariantCodeMotion.cpp
@@ -18,6 +18,7 @@
namespace mlir {
#define GEN_PASS_DEF_LOOPINVARIANTCODEMOTION
+#define GEN_PASS_DEF_LOOPINVARIANTSUBSETHOISTING
#include "mlir/Transforms/Passes.h.inc"
} // namespace mlir
@@ -29,6 +30,12 @@ struct LoopInvariantCodeMotion
: public impl::LoopInvariantCodeMotionBase<LoopInvariantCodeMotion> {
void runOnOperation() override;
};
+
+struct LoopInvariantSubsetHoisting
+ : public impl::LoopInvariantSubsetHoistingBase<
+ LoopInvariantSubsetHoisting> {
+ void runOnOperation() override;
+};
} // namespace
void LoopInvariantCodeMotion::runOnOperation() {
@@ -39,6 +46,19 @@ void LoopInvariantCodeMotion::runOnOperation() {
[&](LoopLikeOpInterface loopLike) { moveLoopInvariantCode(loopLike); });
}
+void LoopInvariantSubsetHoisting::runOnOperation() {
+ // Walk through all loops in a function in innermost-loop-first order. This
+ // way, we first hoist from the inner loop, and place the ops in the outer
+ // loop, which in turn can be further hoisted from.
+ getOperation()->walk([&](LoopLikeOpInterface loopLike) {
+ (void)hoistLoopInvariantSubsets(loopLike);
+ });
+}
+
std::unique_ptr<Pass> mlir::createLoopInvariantCodeMotionPass() {
return std::make_unique<LoopInvariantCodeMotion>();
}
+
+std::unique_ptr<Pass> mlir::createLoopInvariantSubsetHoistingPass() {
+ return std::make_unique<LoopInvariantSubsetHoisting>();
+}