1*7905da65SAmit Sabne //===- LoopInvariantCodeMotion.cpp - Code to perform loop fusion-----------===// 2*7905da65SAmit Sabne // 3*7905da65SAmit Sabne // Copyright 2019 The MLIR Authors. 4*7905da65SAmit Sabne // 5*7905da65SAmit Sabne // Licensed under the Apache License, Version 2.0 (the "License"); 6*7905da65SAmit Sabne // you may not use this file except in compliance with the License. 7*7905da65SAmit Sabne // You may obtain a copy of the License at 8*7905da65SAmit Sabne // 9*7905da65SAmit Sabne // http://www.apache.org/licenses/LICENSE-2.0 10*7905da65SAmit Sabne // 11*7905da65SAmit Sabne // Unless required by applicable law or agreed to in writing, software 12*7905da65SAmit Sabne // distributed under the License is distributed on an "AS IS" BASIS, 13*7905da65SAmit Sabne // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 14*7905da65SAmit Sabne // See the License for the specific language governing permissions and 15*7905da65SAmit Sabne // limitations under the License. 16*7905da65SAmit Sabne // ============================================================================= 17*7905da65SAmit Sabne // 18*7905da65SAmit Sabne // This file implements loop invariant code motion. 19*7905da65SAmit Sabne // 20*7905da65SAmit Sabne //===----------------------------------------------------------------------===// 21*7905da65SAmit Sabne 22*7905da65SAmit Sabne #include <iomanip> 23*7905da65SAmit Sabne #include <sstream> 24*7905da65SAmit Sabne 25*7905da65SAmit Sabne #include "mlir/AffineOps/AffineOps.h" 26*7905da65SAmit Sabne #include "mlir/Analysis/AffineAnalysis.h" 27*7905da65SAmit Sabne #include "mlir/Analysis/AffineStructures.h" 28*7905da65SAmit Sabne #include "mlir/Analysis/LoopAnalysis.h" 29*7905da65SAmit Sabne #include "mlir/Analysis/SliceAnalysis.h" 30*7905da65SAmit Sabne #include "mlir/Analysis/Utils.h" 31*7905da65SAmit Sabne #include "mlir/IR/AffineExpr.h" 32*7905da65SAmit Sabne #include "mlir/IR/AffineMap.h" 33*7905da65SAmit Sabne #include "mlir/IR/Builders.h" 34*7905da65SAmit Sabne #include "mlir/Pass/Pass.h" 35*7905da65SAmit Sabne #include "mlir/StandardOps/Ops.h" 36*7905da65SAmit Sabne #include "mlir/Transforms/LoopUtils.h" 37*7905da65SAmit Sabne #include "mlir/Transforms/Passes.h" 38*7905da65SAmit Sabne #include "mlir/Transforms/Utils.h" 39*7905da65SAmit Sabne #include "llvm/ADT/DenseMap.h" 40*7905da65SAmit Sabne #include "llvm/ADT/DenseSet.h" 41*7905da65SAmit Sabne #include "llvm/ADT/SetVector.h" 42*7905da65SAmit Sabne #include "llvm/Support/CommandLine.h" 43*7905da65SAmit Sabne #include "llvm/Support/Debug.h" 44*7905da65SAmit Sabne #include "llvm/Support/raw_ostream.h" 45*7905da65SAmit Sabne 46*7905da65SAmit Sabne #define DEBUG_TYPE "licm" 47*7905da65SAmit Sabne 48*7905da65SAmit Sabne using llvm::SetVector; 49*7905da65SAmit Sabne 50*7905da65SAmit Sabne using namespace mlir; 51*7905da65SAmit Sabne 52*7905da65SAmit Sabne namespace { 53*7905da65SAmit Sabne 54*7905da65SAmit Sabne /// Loop invariant code motion (LICM) pass. 55*7905da65SAmit Sabne /// TODO(asabne) : The pass is missing zero-trip tests. 56*7905da65SAmit Sabne /// TODO(asabne) : Check for the presence of side effects before hoisting. 57*7905da65SAmit Sabne struct LoopInvariantCodeMotion : public FunctionPass<LoopInvariantCodeMotion> { 58*7905da65SAmit Sabne void runOnFunction() override; 59*7905da65SAmit Sabne void runOnAffineForOp(AffineForOp forOp); 60*7905da65SAmit Sabne std::vector<AffineForOp> forOps; 61*7905da65SAmit Sabne }; 62*7905da65SAmit Sabne } // end anonymous namespace 63*7905da65SAmit Sabne 64*7905da65SAmit Sabne FunctionPassBase *mlir::createLoopInvariantCodeMotionPass() { 65*7905da65SAmit Sabne return new LoopInvariantCodeMotion(); 66*7905da65SAmit Sabne } 67*7905da65SAmit Sabne 68*7905da65SAmit Sabne void LoopInvariantCodeMotion::runOnAffineForOp(AffineForOp forOp) { 69*7905da65SAmit Sabne auto *loopBody = forOp.getBody(); 70*7905da65SAmit Sabne 71*7905da65SAmit Sabne // This is the place where hoisted instructions would reside. 72*7905da65SAmit Sabne FuncBuilder b(forOp.getOperation()); 73*7905da65SAmit Sabne 74*7905da65SAmit Sabne // This vector is used to place loop invariant operations. 75*7905da65SAmit Sabne SmallVector<Operation *, 8> opsToMove; 76*7905da65SAmit Sabne 77*7905da65SAmit Sabne SetVector<Operation *> loopDefinedOps; 78*7905da65SAmit Sabne // Generate forward slice which contains ops that fall under the transitive 79*7905da65SAmit Sabne // definition closure following the loop induction variable. 80*7905da65SAmit Sabne getForwardSlice(forOp, &loopDefinedOps); 81*7905da65SAmit Sabne 82*7905da65SAmit Sabne for (auto i : loopDefinedOps) { 83*7905da65SAmit Sabne LLVM_DEBUG(i->print(llvm::dbgs() << "\nLoop-dependent op\n")); 84*7905da65SAmit Sabne } 85*7905da65SAmit Sabne 86*7905da65SAmit Sabne for (auto &op : *loopBody) { 87*7905da65SAmit Sabne // If the operation is loop invariant, insert it into opsToMove. 88*7905da65SAmit Sabne if (!op.isa<AffineForOp>() && !op.isa<AffineTerminatorOp>() && 89*7905da65SAmit Sabne loopDefinedOps.count(&op) != 1) { 90*7905da65SAmit Sabne LLVM_DEBUG(op.print(llvm::dbgs() << "\nLICM'ing op\n")); 91*7905da65SAmit Sabne opsToMove.push_back(&op); 92*7905da65SAmit Sabne } 93*7905da65SAmit Sabne } 94*7905da65SAmit Sabne 95*7905da65SAmit Sabne // For all instructions that we found to be invariant, place them sequentially 96*7905da65SAmit Sabne // right before the for loop. 97*7905da65SAmit Sabne for (auto *op : opsToMove) { 98*7905da65SAmit Sabne op->moveBefore(forOp); 99*7905da65SAmit Sabne } 100*7905da65SAmit Sabne 101*7905da65SAmit Sabne LLVM_DEBUG(forOp.getOperation()->print(llvm::dbgs() << "\nModified loop\n")); 102*7905da65SAmit Sabne 103*7905da65SAmit Sabne // If the for loop body has a single operation (the terminator), erase it. 104*7905da65SAmit Sabne if (forOp.getBody()->getOperations().size() == 1) { 105*7905da65SAmit Sabne assert(forOp.getBody()->getOperations().front().isa<AffineTerminatorOp>()); 106*7905da65SAmit Sabne forOp.erase(); 107*7905da65SAmit Sabne } 108*7905da65SAmit Sabne } 109*7905da65SAmit Sabne 110*7905da65SAmit Sabne void LoopInvariantCodeMotion::runOnFunction() { 111*7905da65SAmit Sabne forOps.clear(); 112*7905da65SAmit Sabne 113*7905da65SAmit Sabne // Gather all loops in a function, and order them in innermost-loop-first 114*7905da65SAmit Sabne // order. This way, we first LICM from the inner loop, and place the ops in 115*7905da65SAmit Sabne // the outer loop, which in turn can be further LICM'ed. This saves iterating 116*7905da65SAmit Sabne // on the inner loop operations while LICMing through the outer loop. 117*7905da65SAmit Sabne getFunction().walk<AffineForOp>( 118*7905da65SAmit Sabne [&](AffineForOp forOp) { forOps.push_back(forOp); }); 119*7905da65SAmit Sabne // We gather loops first, and then go over them later because we don't want to 120*7905da65SAmit Sabne // mess the iterators up. 121*7905da65SAmit Sabne for (auto forOp : forOps) { 122*7905da65SAmit Sabne auto *forInst = forOp.getOperation(); 123*7905da65SAmit Sabne LLVM_DEBUG(forInst->print(llvm::dbgs() << "\nOriginal loop\n")); 124*7905da65SAmit Sabne runOnAffineForOp(forOp); 125*7905da65SAmit Sabne } 126*7905da65SAmit Sabne } 127*7905da65SAmit Sabne 128*7905da65SAmit Sabne static PassRegistration<LoopInvariantCodeMotion> 129*7905da65SAmit Sabne pass("loop-invariant-code-motion", 130*7905da65SAmit Sabne "Hoist loop invariant instructions outside of the loop"); 131