[Mlir-commits] [mlir] [mlir][TilingInterface] Add scf::tileUsingSCFForallOp method to tile using the interface to generate `scf::forall`. (PR #67083)

Han-Chung Wang llvmlistbot at llvm.org
Wed Oct 18 17:09:43 PDT 2023


================
@@ -728,6 +741,121 @@ mlir::scf::tileConsumerAndFuseProducerGreedilyUsingSCFForOp(
                                    getAsOperations(forLoops), replacements};
 }
 
+//===----------------------------------------------------------------------===//
+// tileUsingSCFForAllOp implementation.
+//===----------------------------------------------------------------------===//
+
+FailureOr<scf::SCFTilingResult>
+mlir::scf::tileUsingSCFForallOp(RewriterBase &rewriter, TilingInterface op,
+                                const scf::SCFTilingOptions &options) {
+  Location loc = op->getLoc();
+  OpBuilder::InsertionGuard g(rewriter);
+
+  // 1. Get the range of loops that are represented by the operation.
+  SmallVector<Range> loopRanges = op.getIterationDomain(rewriter);
+  if (loopRanges.empty())
+    return op->emitOpError("expected non-empty loop ranges");
+  auto hasStrideOne = [](Range r) { return !isConstantIntValue(r.stride, 1); };
+  if (llvm::any_of(loopRanges, hasStrideOne))
+    return op->emitOpError("only stride-1 supported atm");
+
+  // 2. Get the tile sizes. If tile size is 0, it is not tiled and distributed.
+  // To make it easier, pad the tile sizes to loopRanges.size with value 0.
+  SmallVector<OpFoldResult> tileSizeVector =
+      options.tileSizeComputationFunction(rewriter, op);
+  tileSizeVector.resize(loopRanges.size(), rewriter.getIndexAttr(0));
+
+  // 3. Build the offsets, sizes and steps for the tile and distributed loops.
+  SmallVector<OpFoldResult> lbs, ubs, steps;
+  for (auto [index, tileSize, loopRange] :
+       llvm::enumerate(tileSizeVector, loopRanges)) {
----------------
hanhanW wrote:

`index` is unused. Maybe we just need `llvm::zip_equal` here?

https://github.com/llvm/llvm-project/pull/67083


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