[Mlir-commits] [mlir] [MLIR][SCF] Add an API to fuse consumer to a producer within scf loop (PR #88712)
Abhishek Varma
llvmlistbot at llvm.org
Mon May 6 21:45:13 PDT 2024
================
@@ -1100,6 +1102,459 @@ 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 corresponding result has only one use.
+static FailureOr<OpOperand *>
+getUntiledConsumerFromSlice(tensor::InsertSliceOp candidateSliceOp) {
----------------
Abhishek-Varma wrote:
The API is pivoting on a `tensor.insert_slice` that has only one `scf.yield` as its user and only one `use`.
And the implementation is already enforcing the check [here](https://github.com/llvm/llvm-project/blob/53e607e9467f38dc97656000439ea115d57621e3/mlir/lib/Dialect/SCF/Transforms/TileUsingInterface.cpp#L1109-L1127).
https://github.com/llvm/llvm-project/pull/88712
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