//===- TestAffineDataCopy.cpp - Test affine data copy utility -------------===// // // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. // See https://llvm.org/LICENSE.txt for license information. // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception // //===----------------------------------------------------------------------===// // // This file implements a pass to test affine data copy utility functions and // options. // //===----------------------------------------------------------------------===// #include "mlir/Dialect/Affine/Analysis/Utils.h" #include "mlir/Dialect/Affine/IR/AffineOps.h" #include "mlir/Dialect/Affine/LoopUtils.h" #include "mlir/Dialect/Func/IR/FuncOps.h" #include "mlir/Dialect/MemRef/IR/MemRef.h" #include "mlir/Pass/Pass.h" #include "mlir/Transforms/GreedyPatternRewriteDriver.h" #include "mlir/Transforms/Passes.h" #define PASS_NAME "test-affine-data-copy" using namespace mlir; using namespace mlir::affine; namespace { struct TestAffineDataCopy : public PassWrapper> { MLIR_DEFINE_EXPLICIT_INTERNAL_INLINE_TYPE_ID(TestAffineDataCopy) StringRef getArgument() const final { return PASS_NAME; } StringRef getDescription() const final { return "Tests affine data copy utility functions."; } TestAffineDataCopy() = default; TestAffineDataCopy(const TestAffineDataCopy &pass) : PassWrapper(pass){}; void getDependentDialects(DialectRegistry ®istry) const override { registry.insert(); } void runOnOperation() override; private: Option clMemRefFilter{ *this, "memref-filter", llvm::cl::desc( "Enable memref filter testing in affine data copy optimization"), llvm::cl::init(false)}; Option clTestGenerateCopyForMemRegion{ *this, "for-memref-region", llvm::cl::desc("Test copy generation for a single memref region"), llvm::cl::init(false)}; Option clCapacityLimit{ *this, "capacity-kib", llvm::cl::desc("Test copy generation enforcing a limit of capacity " "(default: unlimited)"), llvm::cl::init(UINT64_MAX)}; }; } // namespace void TestAffineDataCopy::runOnOperation() { // Gather all AffineForOps by loop depth. std::vector> depthToLoops; gatherLoops(getOperation(), depthToLoops); if (depthToLoops.empty()) return; // Only support tests with a single loop nest and a single innermost loop // for now. unsigned innermostLoopIdx = depthToLoops.size() - 1; if (depthToLoops[0].size() != 1 || depthToLoops[innermostLoopIdx].size() != 1) return; auto loopNest = depthToLoops[0][0]; auto innermostLoop = depthToLoops[innermostLoopIdx][0]; AffineLoadOp load; // For simplicity, these options are tested on the first memref being loaded // from in the innermost loop. if (clMemRefFilter || clTestGenerateCopyForMemRegion) { for (auto &op : *innermostLoop.getBody()) { if (auto ld = dyn_cast(op)) { load = ld; break; } } if (!load) return; } AffineCopyOptions copyOptions = {/*generateDma=*/false, /*slowMemorySpace=*/0, /*fastMemorySpace=*/0, /*tagMemorySpace=*/0, /*fastMemCapacityBytes=*/clCapacityLimit}; DenseSet copyNests; if (clMemRefFilter) { if (failed(affineDataCopyGenerate(loopNest, copyOptions, load.getMemRef(), copyNests))) return; } else if (clTestGenerateCopyForMemRegion) { CopyGenerateResult result; MemRefRegion region(loopNest.getLoc()); if (failed(region.compute(load, /*loopDepth=*/0))) return; if (failed(generateCopyForMemRegion(region, loopNest, copyOptions, result))) return; } else if (failed(affineDataCopyGenerate(loopNest, copyOptions, /*filterMemref=*/std::nullopt, copyNests))) { return; } // Promote any single iteration loops in the copy nests and simplify // load/stores. SmallVector copyOps; for (Operation *nest : copyNests) { // With a post order walk, the erasure of loops does not affect // continuation of the walk or the collection of load/store ops. nest->walk([&](Operation *op) { if (auto forOp = dyn_cast(op)) (void)promoteIfSingleIteration(forOp); else if (auto loadOp = dyn_cast(op)) copyOps.push_back(loadOp); else if (auto storeOp = dyn_cast(op)) copyOps.push_back(storeOp); }); } // Promoting single iteration loops could lead to simplification of // generated load's/store's, and the latter could anyway also be // canonicalized. RewritePatternSet patterns(&getContext()); for (Operation *op : copyOps) { patterns.clear(); if (isa(op)) { AffineLoadOp::getCanonicalizationPatterns(patterns, &getContext()); } else { assert(isa(op) && "expected affine store op"); AffineStoreOp::getCanonicalizationPatterns(patterns, &getContext()); } } GreedyRewriteConfig config; config.setStrictness(GreedyRewriteStrictness::ExistingAndNewOps); (void)applyOpPatternsGreedily(copyOps, std::move(patterns), config); } namespace mlir { void registerTestAffineDataCopyPass() { PassRegistration(); } } // namespace mlir