[Mlir-commits] [mlir] [MLIR][SCF] Add an API to fuse consumer to a producer within scf loop (PR #88712)
Oleksandr Alex Zinenko
llvmlistbot at llvm.org
Thu Apr 18 04:58:19 PDT 2024
================
@@ -1100,6 +1101,451 @@ mlir::scf::tileConsumerAndFuseProducersUsingSCF(
replacements};
}
+//===----------------------------------------------------------------------===//
+// tileAndFuseConsumerUsingSCF implementation.
+//===----------------------------------------------------------------------===//
+
+/// We traverse through the use-def chain of the tensor.insert_slice op through
+/// the containing scf.for to fetch the first untiled consumer. We also return
+/// the operand number of the consumer and the result number of the scf.for
+/// being consumed.
+static Operation *
+getUntiledConsumerFromSliceDestSCFFor(tensor::InsertSliceOp candidateSliceOp,
+ unsigned &operandNumber,
+ unsigned &resultNumber) {
+ // Step 1. Fetch the corresponding output.
+ Value sliceResult = candidateSliceOp.getResult();
+ Value::user_range users = sliceResult.getUsers();
+ auto yieldOp = cast<scf::YieldOp>(*users.begin());
+ for (Value operand : yieldOp->getOperands()) {
+ if (operand == sliceResult) {
+ break;
+ }
+ resultNumber++;
+ }
+ Value resultingValue =
+ candidateSliceOp->getParentOp()->getResult(resultNumber);
+
+ // Step 2. Get users.
+ Operation *untiledConsumer;
+ for (Operation *user : resultingValue.getUsers()) {
+ // TODO(avarma): Address the case where the consumer op itself can return
+ // more than one result.
+ for (Value operand : user->getOperands()) {
+ if (operand == resultingValue) {
+ untiledConsumer = user;
+ break;
+ }
+ operandNumber++;
+ }
+ break;
+ }
+ return untiledConsumer;
+}
+
+/// A utility function that checks whether the passed operation has only one
+/// user. In case the operation is tensor.insert_slice, it checks if the user
+/// is scf.yield. It expects the passed operation to yield exactly one result.
+static bool checkAssumptionForFusingConsumer(Value result) {
+ Value::user_range users = result.getUsers();
+ if (std::distance(users.begin(), users.end()) != 1) {
----------------
ftynse wrote:
`llvm::hasSingleElement` is more efficient.
https://github.com/llvm/llvm-project/pull/88712
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