//===- MemRefDependenceCheck.cpp - MemRef DependenceCheck Class -*- C++ -*-===// // // 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 run pair-wise memref access dependence checks. // //===----------------------------------------------------------------------===// #include "mlir/Analysis/AffineAnalysis.h" #include "mlir/Analysis/Passes.h" #include "mlir/Analysis/Utils.h" #include "mlir/IR/AffineStructures.h" #include "mlir/IR/Builders.h" #include "mlir/IR/BuiltinOps.h" #include "mlir/Pass.h" #include "mlir/StandardOps/StandardOps.h" #include "llvm/Support/Debug.h" #define DEBUG_TYPE "memref-dependence-check" using namespace mlir; namespace { // TODO(andydavis) Add common surrounding loop depth-wise dependence checks. /// Checks dependences between all pairs of memref accesses in a Function. struct MemRefDependenceCheck : public FunctionPass { SmallVector loadsAndStores; explicit MemRefDependenceCheck() : FunctionPass(&MemRefDependenceCheck::passID) {} PassResult runOnFunction(Function *f) override; static char passID; }; } // end anonymous namespace char MemRefDependenceCheck::passID = 0; FunctionPass *mlir::createMemRefDependenceCheckPass() { return new MemRefDependenceCheck(); } // Returns a result string which represents the direction vector (if there was // a dependence), returns the string "false" otherwise. static string getDirectionVectorStr(bool ret, unsigned numCommonLoops, unsigned loopNestDepth, ArrayRef dependenceComponents) { if (!ret) return "false"; if (dependenceComponents.empty() || loopNestDepth > numCommonLoops) return "true"; string result; for (unsigned i = 0, e = dependenceComponents.size(); i < e; ++i) { string lbStr = dependenceComponents[i].lb.hasValue() ? std::to_string(dependenceComponents[i].lb.getValue()) : "-inf"; string ubStr = dependenceComponents[i].ub.hasValue() ? std::to_string(dependenceComponents[i].ub.getValue()) : "+inf"; result += "[" + lbStr + ", " + ubStr + "]"; } return result; } // For each access in 'loadsAndStores', runs a depence check between this // "source" access and all subsequent "destination" accesses in // 'loadsAndStores'. Emits the result of the dependence check as a note with // the source access. static void checkDependences(ArrayRef loadsAndStores) { for (unsigned i = 0, e = loadsAndStores.size(); i < e; ++i) { auto *srcOpInst = loadsAndStores[i]; MemRefAccess srcAccess(srcOpInst); for (unsigned j = 0; j < e; ++j) { auto *dstOpInst = loadsAndStores[j]; MemRefAccess dstAccess(dstOpInst); unsigned numCommonLoops = getNumCommonSurroundingLoops(*srcOpInst, *dstOpInst); for (unsigned d = 1; d <= numCommonLoops + 1; ++d) { FlatAffineConstraints dependenceConstraints; llvm::SmallVector dependenceComponents; bool ret = checkMemrefAccessDependence(srcAccess, dstAccess, d, &dependenceConstraints, &dependenceComponents); // TODO(andydavis) Print dependence type (i.e. RAW, etc) and print // distance vectors as: ([2, 3], [0, 10]). Also, shorten distance // vectors from ([1, 1], [3, 3]) to (1, 3). srcOpInst->emitNote( "dependence from " + Twine(i) + " to " + Twine(j) + " at depth " + Twine(d) + " = " + getDirectionVectorStr(ret, numCommonLoops, d, dependenceComponents) .c_str()); } } } } // Walks the Function 'f' adding load and store ops to 'loadsAndStores'. // Runs pair-wise dependence checks. PassResult MemRefDependenceCheck::runOnFunction(Function *f) { // Collect the loads and stores within the function. loadsAndStores.clear(); f->walk([&](Instruction *inst) { if (inst->isa() || inst->isa()) loadsAndStores.push_back(inst); }); checkDependences(loadsAndStores); return success(); } static PassRegistration pass("memref-dependence-check", "Checks dependences between all pairs of memref accesses.");