[Mlir-commits] [mlir] [mlir][SCF] Deprecate `linalg::tileToForallOp` and `linalg::tileToForallOpUsingTileSizes` (PR #91878)
Nicolas Vasilache
llvmlistbot at llvm.org
Fri May 24 02:47:16 PDT 2024
================
@@ -60,7 +70,117 @@ fillInterchangeVector(ArrayRef<int64_t> interchangeVector,
// tileUsingSCF implementation.
//===----------------------------------------------------------------------===//
-// Check if `stride` evenly divides the trip count `size - offset`.
+/// Verify the tile size options are set in a consistent manner.
+static LogicalResult
+verifyTileSizeOptions(RewriterBase &rewriter, Location loc,
+ const scf::SCFTilingOptions &options) {
+ // Specifying number of tile is only supported on `scf.forall` op.
+ if (options.numThreadsComputationFunction &&
+ options.loopType != scf::SCFTilingOptions::LoopType::ForallOp) {
+ return rewriter.notifyMatchFailure(
+ loc, "number of tiles/threads can only by specified when loop type is "
+ "set to use `scf.forall`");
+ }
+
+ // If specified, check that the interchange vector is a permutation.
+ if (!options.interchangeVector.empty()) {
+ if (!isPermutationVector(options.interchangeVector)) {
+ return rewriter.notifyMatchFailure(
+ loc, "invalid interchange vector, not a permutation of the entire "
+ "iteration space");
+ }
+ }
+ return success();
+}
+
+/// Compute the tile sizes and num threads values passed in.
+static std::tuple<SmallVector<OpFoldResult>, SmallVector<OpFoldResult>>
+getTileSizes(RewriterBase &rewriter, TilingInterface op,
+ ArrayRef<Range> iterationDomain,
+ const scf::SCFTilingOptions &options) {
+ OpFoldResult zero = rewriter.getIndexAttr(0);
+ SmallVector<OpFoldResult> tileSizes, numThreads;
+ size_t numLoops = iterationDomain.size();
+
+ // Check whether the number of tiles to use is specified.
+ if (options.numThreadsComputationFunction) {
----------------
nicolasvasilache wrote:
general code hygiene: can we avoid the extra levels of nesting by inverting conditionals strategically ?
```
if (!options.numThreadsComputationFunction) {
assert(options.tileSizeComputationFunction && ...);
tileSizes = options.tileSizeComputationFunction(rewriter, op);
tileSizes.resize(numLoops, zero);
return {tileSizes, numThreads};
}
// Below, the existence of options.numThreadsComputationFunction is guaranteed.
numThreads = options.numThreadsComputationFunction(rewriter, op);
numThreads.resize(numLoops, zero);
if (options.tileSizeComputationFunction) {
tileSizes = options.tileSizeComputationFunction(rewriter, op);
tileSizes.resize(numLoops, zero);
return {tileSizes, numThreads};
}
// Inlined else case
// ...
//
tileSizes.resize(numLoops, zero);
return {tileSizes, numThreads};
```
https://github.com/llvm/llvm-project/pull/91878
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