//===- TestLoopFusion.cpp - Test loop fusion ------------------------------===// // // Copyright 2019 The MLIR Authors. // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. // ============================================================================= // // This file implements a pass to test various loop fusion utility functions. // //===----------------------------------------------------------------------===// #include "mlir/AffineOps/AffineOps.h" #include "mlir/Analysis/AffineAnalysis.h" #include "mlir/Analysis/AffineStructures.h" #include "mlir/Analysis/Passes.h" #include "mlir/Analysis/Utils.h" #include "mlir/IR/Builders.h" #include "mlir/Pass/Pass.h" #include "mlir/StandardOps/Ops.h" #include "mlir/Transforms/LoopFusionUtils.h" #include "mlir/Transforms/Passes.h" #include "llvm/ADT/STLExtras.h" #include "llvm/Support/CommandLine.h" #include "llvm/Support/Debug.h" #define DEBUG_TYPE "test-loop-fusion" using namespace mlir; static llvm::cl::OptionCategory clOptionsCategory(DEBUG_TYPE " options"); static llvm::cl::opt clTestDependenceCheck( "test-loop-fusion-dependence-check", llvm::cl::desc("Enable testing of loop fusion dependence check"), llvm::cl::cat(clOptionsCategory)); namespace { struct TestLoopFusion : public FunctionPass { void runOnFunction() override; }; } // end anonymous namespace FunctionPassBase *mlir::createTestLoopFusionPass() { return new TestLoopFusion; } // Gathers all AffineForOps in 'block' at 'currLoopDepth' in 'depthToLoops'. static void gatherLoops(Block *block, unsigned currLoopDepth, DenseMap> &depthToLoops) { auto &loopsAtDepth = depthToLoops[currLoopDepth]; for (auto &op : *block) { if (auto forOp = dyn_cast(op)) { loopsAtDepth.push_back(forOp); gatherLoops(forOp.getBody(), currLoopDepth + 1, depthToLoops); } } } // Run fusion dependence check on 'loops[i]' and 'loops[j]' at 'loopDepth'. // Emits a remark on 'loops[i]' if a fusion-preventing dependence exists. static void testDependenceCheck(SmallVector &loops, unsigned i, unsigned j, unsigned loopDepth) { AffineForOp srcForOp = loops[i]; AffineForOp dstForOp = loops[j]; mlir::ComputationSliceState sliceUnion; // TODO(andydavis) Test at deeper loop depths current loop depth + 1. FusionResult result = mlir::canFuseLoops(srcForOp, dstForOp, loopDepth + 1, &sliceUnion); if (result.value == FusionResult::FailBlockDependence) { srcForOp.getOperation()->emitRemark("block-level dependence preventing" " fusion of loop nest ") << i << " into loop nest " << j << " at depth " << loopDepth; } } void TestLoopFusion::runOnFunction() { // Gather all AffineForOps by loop depth. DenseMap> depthToLoops; for (auto &block : getFunction()) { gatherLoops(&block, /*currLoopDepth=*/0, depthToLoops); } // Run tests on all combinations of src/dst loop nests in 'depthToLoops'. for (auto &depthAndLoops : depthToLoops) { unsigned loopDepth = depthAndLoops.first; auto &loops = depthAndLoops.second; unsigned numLoops = loops.size(); for (unsigned j = 0; j < numLoops; ++j) { for (unsigned k = 0; k < numLoops; ++k) { if (j == k) continue; if (clTestDependenceCheck) testDependenceCheck(loops, j, k, loopDepth); } } } } static PassRegistration pass("test-loop-fusion", "Tests loop fusion utility functions.");