[Mlir-commits] [mlir] [mlir][linalg] Expose getPreservedProducerResults method from ElementwiseOpFusion file (PR #73850)
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Wed Nov 29 12:23:57 PST 2023
llvmbot wrote:
<!--LLVM PR SUMMARY COMMENT-->
@llvm/pr-subscribers-mlir
@llvm/pr-subscribers-mlir-linalg
Author: Amir Bishara (amirBish)
<details>
<summary>Changes</summary>
Declare `getPreservedProducerResults` function which helps to get the preserved results of the producer linalg generic operation as a result of elementwise fusion.
---
Full diff: https://github.com/llvm/llvm-project/pull/73850.diff
2 Files Affected:
- (modified) mlir/include/mlir/Dialect/Linalg/Transforms/Transforms.h (+2)
- (modified) mlir/lib/Dialect/Linalg/Transforms/ElementwiseOpFusion.cpp (+22-11)
``````````diff
diff --git a/mlir/include/mlir/Dialect/Linalg/Transforms/Transforms.h b/mlir/include/mlir/Dialect/Linalg/Transforms/Transforms.h
index 6c4e16bd94f47d4..29787354a0f6cc1 100644
--- a/mlir/include/mlir/Dialect/Linalg/Transforms/Transforms.h
+++ b/mlir/include/mlir/Dialect/Linalg/Transforms/Transforms.h
@@ -493,6 +493,8 @@ LogicalResult dropUnitDims(RewriterBase &rewriter, GenericOp genericOp,
struct ElementwiseOpFusionResult {
Operation *fusedOp;
llvm::DenseMap<Value, Value> replacements;
+ static llvm::SmallDenseSet<int>
+ getPreservedProducerResults(GenericOp producer, GenericOp consumer);
};
FailureOr<ElementwiseOpFusionResult>
fuseElementwiseOps(RewriterBase &rewriter, OpOperand *fusedOperand);
diff --git a/mlir/lib/Dialect/Linalg/Transforms/ElementwiseOpFusion.cpp b/mlir/lib/Dialect/Linalg/Transforms/ElementwiseOpFusion.cpp
index f0393e44fc00c27..325da9881b9391e 100644
--- a/mlir/lib/Dialect/Linalg/Transforms/ElementwiseOpFusion.cpp
+++ b/mlir/lib/Dialect/Linalg/Transforms/ElementwiseOpFusion.cpp
@@ -71,6 +71,25 @@ static AffineMap getIndexingMapOfProducerOperandsInCoordinatesOfFusedOp(
return t1.compose(fusedConsumerArgIndexMap);
}
+/// Returns a set of indices of the producer's results which would
+/// be preserved after the fusion.
+llvm::SmallDenseSet<int>
+ElementwiseOpFusionResult::getPreservedProducerResults(GenericOp producer,
+ GenericOp consumer) {
+ llvm::SmallDenseSet<int> preservedProducerResults;
+ for (const auto &producerResult : llvm::enumerate(producer->getResults())) {
+ auto *outputOperand = producer.getDpsInitOperand(producerResult.index());
+ if (producer.payloadUsesValueFromOperand(outputOperand) ||
+ !producer.canOpOperandsBeDropped(outputOperand) ||
+ llvm::any_of(producerResult.value().getUsers(), [&](Operation *user) {
+ return user != consumer.getOperation();
+ })) {
+ preservedProducerResults.insert(producerResult.index());
+ }
+ }
+ return preservedProducerResults;
+}
+
/// Conditions for elementwise fusion of generic operations.
bool mlir::linalg::areElementwiseOpsFusable(OpOperand *fusedOperand) {
if (!fusedOperand)
@@ -285,17 +304,9 @@ mlir::linalg::fuseElementwiseOps(RewriterBase &rewriter,
assert(consumer.isDpsInput(fusedOperand) &&
"expected producer of input operand");
/// Find the results of the producer that have uses outside of the consumer.
- llvm::SmallDenseSet<int> preservedProducerResults;
- for (const auto &producerResult : llvm::enumerate(producer->getResults())) {
- auto *outputOperand = producer.getDpsInitOperand(producerResult.index());
- if (producer.payloadUsesValueFromOperand(outputOperand) ||
- !producer.canOpOperandsBeDropped(outputOperand) ||
- llvm::any_of(producerResult.value().getUsers(), [&](Operation *user) {
- return user != consumer.getOperation();
- })) {
- preservedProducerResults.insert(producerResult.index());
- }
- }
+ llvm::SmallDenseSet<int> preservedProducerResults =
+ ElementwiseOpFusionResult::getPreservedProducerResults(producer,
+ consumer);
// Compute the fused operands list and indexing maps.
SmallVector<Value> fusedInputOperands, fusedOutputOperands;
``````````
</details>
https://github.com/llvm/llvm-project/pull/73850
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