17905da65SAmit Sabne //===- LoopInvariantCodeMotion.cpp - Code to perform loop fusion-----------===// 27905da65SAmit Sabne // 37905da65SAmit Sabne // Copyright 2019 The MLIR Authors. 47905da65SAmit Sabne // 57905da65SAmit Sabne // Licensed under the Apache License, Version 2.0 (the "License"); 67905da65SAmit Sabne // you may not use this file except in compliance with the License. 77905da65SAmit Sabne // You may obtain a copy of the License at 87905da65SAmit Sabne // 97905da65SAmit Sabne // http://www.apache.org/licenses/LICENSE-2.0 107905da65SAmit Sabne // 117905da65SAmit Sabne // Unless required by applicable law or agreed to in writing, software 127905da65SAmit Sabne // distributed under the License is distributed on an "AS IS" BASIS, 137905da65SAmit Sabne // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 147905da65SAmit Sabne // See the License for the specific language governing permissions and 157905da65SAmit Sabne // limitations under the License. 167905da65SAmit Sabne // ============================================================================= 177905da65SAmit Sabne // 187905da65SAmit Sabne // This file implements loop invariant code motion. 197905da65SAmit Sabne // 207905da65SAmit Sabne //===----------------------------------------------------------------------===// 217905da65SAmit Sabne 227905da65SAmit Sabne #include <iomanip> 237905da65SAmit Sabne #include <sstream> 247905da65SAmit Sabne 257905da65SAmit Sabne #include "mlir/AffineOps/AffineOps.h" 267905da65SAmit Sabne #include "mlir/Analysis/AffineAnalysis.h" 277905da65SAmit Sabne #include "mlir/Analysis/AffineStructures.h" 287905da65SAmit Sabne #include "mlir/Analysis/LoopAnalysis.h" 297905da65SAmit Sabne #include "mlir/Analysis/SliceAnalysis.h" 307905da65SAmit Sabne #include "mlir/Analysis/Utils.h" 317905da65SAmit Sabne #include "mlir/IR/AffineExpr.h" 327905da65SAmit Sabne #include "mlir/IR/AffineMap.h" 337905da65SAmit Sabne #include "mlir/IR/Builders.h" 347905da65SAmit Sabne #include "mlir/Pass/Pass.h" 357905da65SAmit Sabne #include "mlir/StandardOps/Ops.h" 367905da65SAmit Sabne #include "mlir/Transforms/LoopUtils.h" 377905da65SAmit Sabne #include "mlir/Transforms/Passes.h" 387905da65SAmit Sabne #include "mlir/Transforms/Utils.h" 397905da65SAmit Sabne #include "llvm/ADT/DenseMap.h" 407905da65SAmit Sabne #include "llvm/ADT/DenseSet.h" 417905da65SAmit Sabne #include "llvm/ADT/SetVector.h" 427905da65SAmit Sabne #include "llvm/Support/CommandLine.h" 437905da65SAmit Sabne #include "llvm/Support/Debug.h" 447905da65SAmit Sabne #include "llvm/Support/raw_ostream.h" 457905da65SAmit Sabne 467905da65SAmit Sabne #define DEBUG_TYPE "licm" 477905da65SAmit Sabne 487905da65SAmit Sabne using llvm::SetVector; 497905da65SAmit Sabne 507905da65SAmit Sabne using namespace mlir; 517905da65SAmit Sabne 527905da65SAmit Sabne namespace { 537905da65SAmit Sabne 547905da65SAmit Sabne /// Loop invariant code motion (LICM) pass. 557905da65SAmit Sabne /// TODO(asabne) : The pass is missing zero-trip tests. 567905da65SAmit Sabne /// TODO(asabne) : Check for the presence of side effects before hoisting. 577905da65SAmit Sabne struct LoopInvariantCodeMotion : public FunctionPass<LoopInvariantCodeMotion> { 587905da65SAmit Sabne void runOnFunction() override; 597905da65SAmit Sabne void runOnAffineForOp(AffineForOp forOp); 607905da65SAmit Sabne std::vector<AffineForOp> forOps; 617905da65SAmit Sabne }; 627905da65SAmit Sabne } // end anonymous namespace 637905da65SAmit Sabne 647905da65SAmit Sabne FunctionPassBase *mlir::createLoopInvariantCodeMotionPass() { 657905da65SAmit Sabne return new LoopInvariantCodeMotion(); 667905da65SAmit Sabne } 677905da65SAmit Sabne 687905da65SAmit Sabne void LoopInvariantCodeMotion::runOnAffineForOp(AffineForOp forOp) { 697905da65SAmit Sabne auto *loopBody = forOp.getBody(); 707905da65SAmit Sabne 717905da65SAmit Sabne // This is the place where hoisted instructions would reside. 727905da65SAmit Sabne FuncBuilder b(forOp.getOperation()); 737905da65SAmit Sabne 747905da65SAmit Sabne // This vector is used to place loop invariant operations. 757905da65SAmit Sabne SmallVector<Operation *, 8> opsToMove; 767905da65SAmit Sabne 777905da65SAmit Sabne SetVector<Operation *> loopDefinedOps; 787905da65SAmit Sabne // Generate forward slice which contains ops that fall under the transitive 797905da65SAmit Sabne // definition closure following the loop induction variable. 807905da65SAmit Sabne getForwardSlice(forOp, &loopDefinedOps); 817905da65SAmit Sabne 82*4aa9235aSAmit Sabne LLVM_DEBUG(for (auto i 83*4aa9235aSAmit Sabne : loopDefinedOps) { 84*4aa9235aSAmit Sabne (i->print(llvm::dbgs() << "\nLoop-dependent op\n")); 85*4aa9235aSAmit Sabne }); 867905da65SAmit Sabne 877905da65SAmit Sabne for (auto &op : *loopBody) { 887905da65SAmit Sabne // If the operation is loop invariant, insert it into opsToMove. 897905da65SAmit Sabne if (!op.isa<AffineForOp>() && !op.isa<AffineTerminatorOp>() && 907905da65SAmit Sabne loopDefinedOps.count(&op) != 1) { 917905da65SAmit Sabne LLVM_DEBUG(op.print(llvm::dbgs() << "\nLICM'ing op\n")); 927905da65SAmit Sabne opsToMove.push_back(&op); 937905da65SAmit Sabne } 947905da65SAmit Sabne } 957905da65SAmit Sabne 967905da65SAmit Sabne // For all instructions that we found to be invariant, place them sequentially 977905da65SAmit Sabne // right before the for loop. 987905da65SAmit Sabne for (auto *op : opsToMove) { 997905da65SAmit Sabne op->moveBefore(forOp); 1007905da65SAmit Sabne } 1017905da65SAmit Sabne 1027905da65SAmit Sabne LLVM_DEBUG(forOp.getOperation()->print(llvm::dbgs() << "\nModified loop\n")); 1037905da65SAmit Sabne 1047905da65SAmit Sabne // If the for loop body has a single operation (the terminator), erase it. 1057905da65SAmit Sabne if (forOp.getBody()->getOperations().size() == 1) { 1067905da65SAmit Sabne assert(forOp.getBody()->getOperations().front().isa<AffineTerminatorOp>()); 1077905da65SAmit Sabne forOp.erase(); 1087905da65SAmit Sabne } 1097905da65SAmit Sabne } 1107905da65SAmit Sabne 1117905da65SAmit Sabne void LoopInvariantCodeMotion::runOnFunction() { 1127905da65SAmit Sabne forOps.clear(); 1137905da65SAmit Sabne 1147905da65SAmit Sabne // Gather all loops in a function, and order them in innermost-loop-first 1157905da65SAmit Sabne // order. This way, we first LICM from the inner loop, and place the ops in 1167905da65SAmit Sabne // the outer loop, which in turn can be further LICM'ed. This saves iterating 1177905da65SAmit Sabne // on the inner loop operations while LICMing through the outer loop. 1187905da65SAmit Sabne getFunction().walk<AffineForOp>( 1197905da65SAmit Sabne [&](AffineForOp forOp) { forOps.push_back(forOp); }); 1207905da65SAmit Sabne // We gather loops first, and then go over them later because we don't want to 1217905da65SAmit Sabne // mess the iterators up. 122*4aa9235aSAmit Sabne for (auto op : forOps) { 123*4aa9235aSAmit Sabne LLVM_DEBUG(op.getOperation()->print(llvm::dbgs() << "\nOriginal loop\n")); 124*4aa9235aSAmit Sabne runOnAffineForOp(op); 1257905da65SAmit Sabne } 1267905da65SAmit Sabne } 1277905da65SAmit Sabne 1287905da65SAmit Sabne static PassRegistration<LoopInvariantCodeMotion> 1297905da65SAmit Sabne pass("loop-invariant-code-motion", 1307905da65SAmit Sabne "Hoist loop invariant instructions outside of the loop"); 131