//===- AffineLoopInvariantCodeMotion.cpp - Code to perform loop fusion-----===// // // 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 loop invariant code motion. // //===----------------------------------------------------------------------===// #include "mlir/Dialect/Affine/Passes.h" #include "mlir/Analysis/SliceAnalysis.h" #include "mlir/Dialect/Affine/Analysis/AffineAnalysis.h" #include "mlir/Dialect/Affine/Analysis/AffineStructures.h" #include "mlir/Dialect/Affine/Analysis/LoopAnalysis.h" #include "mlir/Dialect/Affine/Analysis/Utils.h" #include "mlir/Dialect/Affine/IR/AffineOps.h" #include "mlir/Dialect/Affine/LoopUtils.h" #include "mlir/Dialect/Affine/Utils.h" #include "mlir/Dialect/Arith/IR/Arith.h" #include "mlir/Dialect/Func/IR/FuncOps.h" #include "mlir/IR/AffineExpr.h" #include "mlir/IR/AffineMap.h" #include "mlir/IR/Builders.h" #include "mlir/IR/Matchers.h" #include "mlir/Interfaces/SideEffectInterfaces.h" #include "llvm/ADT/DenseMap.h" #include "llvm/ADT/DenseSet.h" #include "llvm/ADT/SmallPtrSet.h" #include "llvm/Support/CommandLine.h" #include "llvm/Support/Debug.h" #include "llvm/Support/raw_ostream.h" namespace mlir { namespace affine { #define GEN_PASS_DEF_AFFINELOOPINVARIANTCODEMOTION #include "mlir/Dialect/Affine/Passes.h.inc" } // namespace affine } // namespace mlir #define DEBUG_TYPE "licm" using namespace mlir; using namespace mlir::affine; namespace { /// Affine loop invariant code motion (LICM) pass. /// TODO: The pass is missing zero-trip tests. /// TODO: This code should be removed once the new LICM pass can handle its /// uses. struct LoopInvariantCodeMotion : public affine::impl::AffineLoopInvariantCodeMotionBase< LoopInvariantCodeMotion> { void runOnOperation() override; void runOnAffineForOp(AffineForOp forOp); }; } // namespace static bool checkInvarianceOfNestedIfOps(AffineIfOp ifOp, Value indVar, ValueRange iterArgs, SmallPtrSetImpl &opsWithUsers, SmallPtrSetImpl &opsToHoist); static bool isOpLoopInvariant(Operation &op, Value indVar, ValueRange iterArgs, SmallPtrSetImpl &opsWithUsers, SmallPtrSetImpl &opsToHoist); static bool areAllOpsInTheBlockListInvariant(Region &blockList, Value indVar, ValueRange iterArgs, SmallPtrSetImpl &opsWithUsers, SmallPtrSetImpl &opsToHoist); // Returns true if the individual op is loop invariant. static bool isOpLoopInvariant(Operation &op, Value indVar, ValueRange iterArgs, SmallPtrSetImpl &opsWithUsers, SmallPtrSetImpl &opsToHoist) { LLVM_DEBUG(llvm::dbgs() << "iterating on op: " << op;); if (auto ifOp = dyn_cast(op)) { if (!checkInvarianceOfNestedIfOps(ifOp, indVar, iterArgs, opsWithUsers, opsToHoist)) return false; } else if (auto forOp = dyn_cast(op)) { if (!areAllOpsInTheBlockListInvariant(forOp.getRegion(), indVar, iterArgs, opsWithUsers, opsToHoist)) return false; } else if (auto parOp = dyn_cast(op)) { if (!areAllOpsInTheBlockListInvariant(parOp.getRegion(), indVar, iterArgs, opsWithUsers, opsToHoist)) return false; } else if (!isMemoryEffectFree(&op) && !isa(&op)) { // Check for side-effecting ops. Affine read/write ops are handled // separately below. return false; } else if (!matchPattern(&op, m_Constant())) { // Register op in the set of ops that have users. opsWithUsers.insert(&op); if (isa(op)) { auto read = dyn_cast(op); Value memref = read ? read.getMemRef() : cast(op).getMemRef(); for (auto *user : memref.getUsers()) { // If this memref has a user that is a DMA, give up because these // operations write to this memref. if (isa(user)) return false; // If the memref used by the load/store is used in a store elsewhere in // the loop nest, we do not hoist. Similarly, if the memref used in a // load is also being stored too, we do not hoist the load. if (isa(user) || (isa(user) && isa(op))) { if (&op != user) { SmallVector userIVs; getAffineForIVs(*user, &userIVs); // Check that userIVs don't contain the for loop around the op. if (llvm::is_contained(userIVs, getForInductionVarOwner(indVar))) return false; } } } } if (op.getNumOperands() == 0 && !isa(op)) { LLVM_DEBUG(llvm::dbgs() << "Non-constant op with 0 operands\n"); return false; } } // Check operands. for (unsigned int i = 0; i < op.getNumOperands(); ++i) { auto *operandSrc = op.getOperand(i).getDefiningOp(); LLVM_DEBUG( op.getOperand(i).print(llvm::dbgs() << "Iterating on operand\n")); // If the loop IV is the operand, this op isn't loop invariant. if (indVar == op.getOperand(i)) { LLVM_DEBUG(llvm::dbgs() << "Loop IV is the operand\n"); return false; } // If the one of the iter_args is the operand, this op isn't loop invariant. if (llvm::is_contained(iterArgs, op.getOperand(i))) { LLVM_DEBUG(llvm::dbgs() << "One of the iter_args is the operand\n"); return false; } if (operandSrc) { LLVM_DEBUG(llvm::dbgs() << *operandSrc << "Iterating on operand src\n"); // If the value was defined in the loop (outside of the if/else region), // and that operation itself wasn't meant to be hoisted, then mark this // operation loop dependent. if (opsWithUsers.count(operandSrc) && opsToHoist.count(operandSrc) == 0) return false; } } // If no operand was loop variant, mark this op for motion. opsToHoist.insert(&op); return true; } // Checks if all ops in a region (i.e. list of blocks) are loop invariant. static bool areAllOpsInTheBlockListInvariant(Region &blockList, Value indVar, ValueRange iterArgs, SmallPtrSetImpl &opsWithUsers, SmallPtrSetImpl &opsToHoist) { for (auto &b : blockList) { for (auto &op : b) { if (!isOpLoopInvariant(op, indVar, iterArgs, opsWithUsers, opsToHoist)) return false; } } return true; } // Returns true if the affine.if op can be hoisted. static bool checkInvarianceOfNestedIfOps(AffineIfOp ifOp, Value indVar, ValueRange iterArgs, SmallPtrSetImpl &opsWithUsers, SmallPtrSetImpl &opsToHoist) { if (!areAllOpsInTheBlockListInvariant(ifOp.getThenRegion(), indVar, iterArgs, opsWithUsers, opsToHoist)) return false; if (!areAllOpsInTheBlockListInvariant(ifOp.getElseRegion(), indVar, iterArgs, opsWithUsers, opsToHoist)) return false; return true; } void LoopInvariantCodeMotion::runOnAffineForOp(AffineForOp forOp) { auto *loopBody = forOp.getBody(); auto indVar = forOp.getInductionVar(); ValueRange iterArgs = forOp.getRegionIterArgs(); // This is the place where hoisted instructions would reside. OpBuilder b(forOp.getOperation()); SmallPtrSet opsToHoist; SmallVector opsToMove; SmallPtrSet opsWithUsers; for (auto &op : *loopBody) { // Register op in the set of ops that have users. This set is used // to prevent hoisting ops that depend on these ops that are // not being hoisted. if (!op.use_empty()) opsWithUsers.insert(&op); if (!isa(op)) { if (isOpLoopInvariant(op, indVar, iterArgs, opsWithUsers, opsToHoist)) { opsToMove.push_back(&op); } } } // For all instructions that we found to be invariant, place sequentially // right before the for loop. for (auto *op : opsToMove) { op->moveBefore(forOp); } LLVM_DEBUG(forOp->print(llvm::dbgs() << "Modified loop\n")); } void LoopInvariantCodeMotion::runOnOperation() { // Walk through all loops in a function in innermost-loop-first order. This // way, we first LICM from the inner loop, and place the ops in // the outer loop, which in turn can be further LICM'ed. getOperation().walk([&](AffineForOp op) { LLVM_DEBUG(op->print(llvm::dbgs() << "\nOriginal loop\n")); runOnAffineForOp(op); }); } std::unique_ptr> mlir::affine::createAffineLoopInvariantCodeMotionPass() { return std::make_unique(); }