[Mlir-commits] [mlir] [MLIR][SCF] Add an API to fuse consumer to a producer within scf loop (PR #88712)
llvmlistbot at llvm.org
llvmlistbot at llvm.org
Fri Apr 19 14:32:49 PDT 2024
================
@@ -1100,6 +1102,475 @@ mlir::scf::tileConsumerAndFuseProducersUsingSCF(
replacements};
}
+//===----------------------------------------------------------------------===//
+// tileAndFuseConsumerUsingSCF implementation.
+//===----------------------------------------------------------------------===//
+
+/// A utility function that checks whether the passed value has only one user.
+/// In case the defining operation is a tensor.insert_slice, it checks if the
+/// user is scf.yield.
+static LogicalResult checkAssumptionForFusingConsumer(Value result) {
+ Value::use_range uses = result.getUses();
+ if (!llvm::hasSingleElement(uses)) {
+ LLVM_DEBUG(llvm::dbgs() << "Too many uses of the candidate slice op\n");
+ return failure();
+ }
+ OpOperand &operandUse = (*uses.begin());
+ Operation *userOp = operandUse.getOwner();
+ if (!isa<scf::YieldOp>(userOp)) {
+ LLVM_DEBUG(llvm::dbgs()
+ << "Expected scf.yield to be the only user, but got -> "
+ << (*userOp));
+ return failure();
+ }
+ return success();
+}
+
+/// Fetch the first untiled consumer of a scf.for's result which is yielded by
+/// a tensor.insert_slice. This function makes the following assumptions :-
+/// 1. tensor.insert_slice has scf.yield as its only user.
+/// 2. scf.for's correspon
+static FailureOr<OpOperand *>
+getUntiledConsumerFromSlice(tensor::InsertSliceOp candidateSliceOp) {
+ Value sliceResult = candidateSliceOp.getResult();
+ if (failed(checkAssumptionForFusingConsumer(candidateSliceOp.getResult()))) {
+ return failure();
+ }
+ // Step 1. Fetch the corresponding output.
+ OpOperand &yieldOpOperand = (*sliceResult.getUses().begin());
----------------
MaheshRavishankar wrote:
Nit: Simplified by using `OpOperand &yieldOpOperand = sliceResult.getUses().front()`
https://github.com/llvm/llvm-project/pull/88712
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