1 //===- LoopInvariantCodeMotion.cpp - Code to perform loop fusion-----------===// 2 // 3 // Copyright 2019 The MLIR Authors. 4 // 5 // Licensed under the Apache License, Version 2.0 (the "License"); 6 // you may not use this file except in compliance with the License. 7 // You may obtain a copy of the License at 8 // 9 // http://www.apache.org/licenses/LICENSE-2.0 10 // 11 // Unless required by applicable law or agreed to in writing, software 12 // distributed under the License is distributed on an "AS IS" BASIS, 13 // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 14 // See the License for the specific language governing permissions and 15 // limitations under the License. 16 // ============================================================================= 17 // 18 // This file implements loop invariant code motion. 19 // 20 //===----------------------------------------------------------------------===// 21 22 #include "mlir/AffineOps/AffineOps.h" 23 #include "mlir/Analysis/AffineAnalysis.h" 24 #include "mlir/Analysis/AffineStructures.h" 25 #include "mlir/Analysis/LoopAnalysis.h" 26 #include "mlir/Analysis/SliceAnalysis.h" 27 #include "mlir/Analysis/Utils.h" 28 #include "mlir/IR/AffineExpr.h" 29 #include "mlir/IR/AffineMap.h" 30 #include "mlir/IR/Builders.h" 31 #include "mlir/Pass/Pass.h" 32 #include "mlir/StandardOps/Ops.h" 33 #include "mlir/Transforms/LoopUtils.h" 34 #include "mlir/Transforms/Passes.h" 35 #include "mlir/Transforms/Utils.h" 36 #include "llvm/ADT/DenseMap.h" 37 #include "llvm/ADT/DenseSet.h" 38 #include "llvm/ADT/SetVector.h" 39 #include "llvm/Support/CommandLine.h" 40 #include "llvm/Support/Debug.h" 41 #include "llvm/Support/raw_ostream.h" 42 43 #define DEBUG_TYPE "licm" 44 45 using llvm::SetVector; 46 47 using namespace mlir; 48 49 namespace { 50 51 /// Loop invariant code motion (LICM) pass. 52 /// TODO(asabne) : The pass is missing zero-trip tests. 53 /// TODO(asabne) : Check for the presence of side effects before hoisting. 54 struct LoopInvariantCodeMotion : public FunctionPass<LoopInvariantCodeMotion> { 55 void runOnFunction() override; 56 void runOnAffineForOp(AffineForOp forOp); 57 }; 58 } // end anonymous namespace 59 60 FunctionPassBase *mlir::createLoopInvariantCodeMotionPass() { 61 return new LoopInvariantCodeMotion(); 62 } 63 64 void LoopInvariantCodeMotion::runOnAffineForOp(AffineForOp forOp) { 65 auto *loopBody = forOp.getBody(); 66 67 // This is the place where hoisted instructions would reside. 68 FuncBuilder b(forOp.getOperation()); 69 70 // This vector is used to place loop invariant operations. 71 SmallVector<Operation *, 8> opsToMove; 72 73 SetVector<Operation *> loopDefinedOps; 74 // Generate forward slice which contains ops that fall under the transitive 75 // definition closure following the loop induction variable. 76 getForwardSlice(forOp, &loopDefinedOps); 77 78 LLVM_DEBUG(for (auto i 79 : loopDefinedOps) { 80 i->print(llvm::dbgs() << "\nLoop-dependent op\n"); 81 }); 82 83 for (auto &op : *loopBody) { 84 // If the operation is loop invariant, insert it into opsToMove. 85 if (!isa<AffineForOp>(op) && !isa<AffineTerminatorOp>(op) && 86 loopDefinedOps.count(&op) != 1) { 87 LLVM_DEBUG(op.print(llvm::dbgs() << "\nLICM'ing op\n")); 88 opsToMove.push_back(&op); 89 } 90 } 91 92 // For all instructions that we found to be invariant, place them sequentially 93 // right before the for loop. 94 for (auto *op : opsToMove) { 95 op->moveBefore(forOp); 96 } 97 98 LLVM_DEBUG(forOp.getOperation()->print(llvm::dbgs() << "\nModified loop\n")); 99 100 // If the for loop body has a single operation (the terminator), erase it. 101 if (forOp.getBody()->getOperations().size() == 1) { 102 assert(isa<AffineTerminatorOp>(forOp.getBody()->front())); 103 forOp.erase(); 104 } 105 } 106 107 void LoopInvariantCodeMotion::runOnFunction() { 108 109 // Walk through all loops in a function in innermost-loop-first order. This 110 // way, we first LICM from the inner loop, and place the ops in 111 // the outer loop, which in turn can be further LICM'ed. 112 getFunction().walk<AffineForOp>([&](AffineForOp op) { 113 LLVM_DEBUG(op.getOperation()->print(llvm::dbgs() << "\nOriginal loop\n")); 114 runOnAffineForOp(op); 115 }); 116 } 117 118 static PassRegistration<LoopInvariantCodeMotion> 119 pass("affine-loop-invariant-code-motion", 120 "Hoist loop invariant instructions outside of the loop"); 121