github.com/johnnyeven/libtools@v0.0.0-20191126065708-61829c1adf46/third_party/mlir/lib/Transforms/LoopInvariantCodeMotion.cpp (about) 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/Analysis/AffineAnalysis.h" 23 #include "mlir/Analysis/AffineStructures.h" 24 #include "mlir/Analysis/LoopAnalysis.h" 25 #include "mlir/Analysis/SliceAnalysis.h" 26 #include "mlir/Analysis/Utils.h" 27 #include "mlir/Dialect/AffineOps/AffineOps.h" 28 #include "mlir/Dialect/StandardOps/Ops.h" 29 #include "mlir/IR/AffineExpr.h" 30 #include "mlir/IR/AffineMap.h" 31 #include "mlir/IR/Builders.h" 32 #include "mlir/Pass/Pass.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/SmallPtrSet.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 namespace mlir; 46 47 namespace { 48 49 /// Loop invariant code motion (LICM) pass. 50 /// TODO(asabne) : The pass is missing zero-trip tests. 51 /// TODO(asabne) : Check for the presence of side effects before hoisting. 52 struct LoopInvariantCodeMotion : public FunctionPass<LoopInvariantCodeMotion> { 53 void runOnFunction() override; 54 void runOnAffineForOp(AffineForOp forOp); 55 }; 56 } // end anonymous namespace 57 58 static bool 59 checkInvarianceOfNestedIfOps(Operation *op, Value *indVar, 60 SmallPtrSetImpl<Operation *> &definedOps, 61 SmallPtrSetImpl<Operation *> &opsToHoist); 62 static bool isOpLoopInvariant(Operation &op, Value *indVar, 63 SmallPtrSetImpl<Operation *> &definedOps, 64 SmallPtrSetImpl<Operation *> &opsToHoist); 65 66 static bool 67 areAllOpsInTheBlockListInvariant(Region &blockList, Value *indVar, 68 SmallPtrSetImpl<Operation *> &definedOps, 69 SmallPtrSetImpl<Operation *> &opsToHoist); 70 71 static bool isMemRefDereferencingOp(Operation &op) { 72 // TODO(asabne): Support DMA Ops. 73 if (isa<AffineLoadOp>(op) || isa<AffineStoreOp>(op)) { 74 return true; 75 } 76 return false; 77 } 78 79 std::unique_ptr<FunctionPassBase> mlir::createLoopInvariantCodeMotionPass() { 80 return std::make_unique<LoopInvariantCodeMotion>(); 81 } 82 83 // Returns true if the individual op is loop invariant. 84 bool isOpLoopInvariant(Operation &op, Value *indVar, 85 SmallPtrSetImpl<Operation *> &definedOps, 86 SmallPtrSetImpl<Operation *> &opsToHoist) { 87 LLVM_DEBUG(llvm::dbgs() << "iterating on op: " << op;); 88 89 if (isa<AffineIfOp>(op)) { 90 if (!checkInvarianceOfNestedIfOps(&op, indVar, definedOps, opsToHoist)) { 91 return false; 92 } 93 } else if (isa<AffineForOp>(op)) { 94 // If the body of a predicated region has a for loop, we don't hoist the 95 // 'affine.if'. 96 return false; 97 } else if (isa<AffineDmaStartOp>(op) || isa<AffineDmaWaitOp>(op)) { 98 // TODO(asabne): Support DMA ops. 99 return false; 100 } else if (!isa<ConstantOp>(op)) { 101 if (isMemRefDereferencingOp(op)) { 102 Value *memref = isa<AffineLoadOp>(op) 103 ? cast<AffineLoadOp>(op).getMemRef() 104 : cast<AffineStoreOp>(op).getMemRef(); 105 for (auto *user : memref->getUsers()) { 106 // If this memref has a user that is a DMA, give up because these 107 // operations write to this memref. 108 if (isa<AffineDmaStartOp>(op) || isa<AffineDmaWaitOp>(op)) { 109 return false; 110 } 111 // If the memref used by the load/store is used in a store elsewhere in 112 // the loop nest, we do not hoist. Similarly, if the memref used in a 113 // load is also being stored too, we do not hoist the load. 114 if (isa<AffineStoreOp>(user) || 115 (isa<AffineLoadOp>(user) && isa<AffineStoreOp>(op))) { 116 if (&op != user) { 117 SmallVector<AffineForOp, 8> userIVs; 118 getLoopIVs(*user, &userIVs); 119 // Check that userIVs don't contain the for loop around the op. 120 if (llvm::is_contained(userIVs, getForInductionVarOwner(indVar))) { 121 return false; 122 } 123 } 124 } 125 } 126 } 127 128 // Insert this op in the defined ops list. 129 definedOps.insert(&op); 130 131 if (op.getNumOperands() == 0 && !isa<AffineTerminatorOp>(op)) { 132 LLVM_DEBUG(llvm::dbgs() << "\nNon-constant op with 0 operands\n"); 133 return false; 134 } 135 for (unsigned int i = 0; i < op.getNumOperands(); ++i) { 136 auto *operandSrc = op.getOperand(i)->getDefiningOp(); 137 138 LLVM_DEBUG( 139 op.getOperand(i)->print(llvm::dbgs() << "\nIterating on operand\n")); 140 141 // If the loop IV is the operand, this op isn't loop invariant. 142 if (indVar == op.getOperand(i)) { 143 LLVM_DEBUG(llvm::dbgs() << "\nLoop IV is the operand\n"); 144 return false; 145 } 146 147 if (operandSrc != nullptr) { 148 LLVM_DEBUG(llvm::dbgs() 149 << *operandSrc << "\nIterating on operand src\n"); 150 151 // If the value was defined in the loop (outside of the 152 // if/else region), and that operation itself wasn't meant to 153 // be hoisted, then mark this operation loop dependent. 154 if (definedOps.count(operandSrc) && opsToHoist.count(operandSrc) == 0) { 155 return false; 156 } 157 } 158 } 159 } 160 161 // If no operand was loop variant, mark this op for motion. 162 opsToHoist.insert(&op); 163 return true; 164 } 165 166 // Checks if all ops in a region (i.e. list of blocks) are loop invariant. 167 bool areAllOpsInTheBlockListInvariant( 168 Region &blockList, Value *indVar, SmallPtrSetImpl<Operation *> &definedOps, 169 SmallPtrSetImpl<Operation *> &opsToHoist) { 170 171 for (auto &b : blockList) { 172 for (auto &op : b) { 173 if (!isOpLoopInvariant(op, indVar, definedOps, opsToHoist)) { 174 return false; 175 } 176 } 177 } 178 179 return true; 180 } 181 182 // Returns true if the affine.if op can be hoisted. 183 bool checkInvarianceOfNestedIfOps(Operation *op, Value *indVar, 184 SmallPtrSetImpl<Operation *> &definedOps, 185 SmallPtrSetImpl<Operation *> &opsToHoist) { 186 assert(isa<AffineIfOp>(op)); 187 auto ifOp = cast<AffineIfOp>(op); 188 189 if (!areAllOpsInTheBlockListInvariant(ifOp.thenRegion(), indVar, definedOps, 190 opsToHoist)) { 191 return false; 192 } 193 194 if (!areAllOpsInTheBlockListInvariant(ifOp.elseRegion(), indVar, definedOps, 195 opsToHoist)) { 196 return false; 197 } 198 199 return true; 200 } 201 202 void LoopInvariantCodeMotion::runOnAffineForOp(AffineForOp forOp) { 203 auto *loopBody = forOp.getBody(); 204 auto *indVar = forOp.getInductionVar(); 205 206 SmallPtrSet<Operation *, 8> definedOps; 207 // This is the place where hoisted instructions would reside. 208 OpBuilder b(forOp.getOperation()); 209 210 SmallPtrSet<Operation *, 8> opsToHoist; 211 SmallVector<Operation *, 8> opsToMove; 212 213 for (auto &op : *loopBody) { 214 // We don't hoist for loops. 215 if (!isa<AffineForOp>(op)) { 216 if (!isa<AffineTerminatorOp>(op)) { 217 if (isOpLoopInvariant(op, indVar, definedOps, opsToHoist)) { 218 opsToMove.push_back(&op); 219 } 220 } 221 } 222 } 223 224 // For all instructions that we found to be invariant, place sequentially 225 // right before the for loop. 226 for (auto *op : opsToMove) { 227 op->moveBefore(forOp); 228 } 229 230 LLVM_DEBUG(forOp.getOperation()->print(llvm::dbgs() << "Modified loop\n")); 231 } 232 233 void LoopInvariantCodeMotion::runOnFunction() { 234 // Walk through all loops in a function in innermost-loop-first order. This 235 // way, we first LICM from the inner loop, and place the ops in 236 // the outer loop, which in turn can be further LICM'ed. 237 getFunction().walk([&](AffineForOp op) { 238 LLVM_DEBUG(op.getOperation()->print(llvm::dbgs() << "\nOriginal loop\n")); 239 runOnAffineForOp(op); 240 }); 241 } 242 243 static PassRegistration<LoopInvariantCodeMotion> 244 pass("affine-loop-invariant-code-motion", 245 "Hoist loop invariant instructions outside of the loop");