| //===- LoopInvariantCodeMotion.cpp - Code to perform loop fusion-----------===// |
| // |
| // Copyright 2019 The MLIR Authors. |
| // |
| // Licensed under the Apache License, Version 2.0 (the "License"); |
| // you may not use this file except in compliance with the License. |
| // You may obtain a copy of the License at |
| // |
| // http://www.apache.org/licenses/LICENSE-2.0 |
| // |
| // Unless required by applicable law or agreed to in writing, software |
| // distributed under the License is distributed on an "AS IS" BASIS, |
| // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| // See the License for the specific language governing permissions and |
| // limitations under the License. |
| // ============================================================================= |
| // |
| // This file implements loop invariant code motion. |
| // |
| //===----------------------------------------------------------------------===// |
| |
| #include "mlir/AffineOps/AffineOps.h" |
| #include "mlir/Analysis/AffineAnalysis.h" |
| #include "mlir/Analysis/AffineStructures.h" |
| #include "mlir/Analysis/LoopAnalysis.h" |
| #include "mlir/Analysis/SliceAnalysis.h" |
| #include "mlir/Analysis/Utils.h" |
| #include "mlir/IR/AffineExpr.h" |
| #include "mlir/IR/AffineMap.h" |
| #include "mlir/IR/Builders.h" |
| #include "mlir/Pass/Pass.h" |
| #include "mlir/StandardOps/Ops.h" |
| #include "mlir/Transforms/LoopUtils.h" |
| #include "mlir/Transforms/Passes.h" |
| #include "mlir/Transforms/Utils.h" |
| #include "llvm/ADT/DenseMap.h" |
| #include "llvm/ADT/DenseSet.h" |
| #include "llvm/ADT/SetVector.h" |
| #include "llvm/Support/CommandLine.h" |
| #include "llvm/Support/Debug.h" |
| #include "llvm/Support/raw_ostream.h" |
| |
| #define DEBUG_TYPE "licm" |
| |
| using llvm::SetVector; |
| |
| using namespace mlir; |
| |
| namespace { |
| |
| /// Loop invariant code motion (LICM) pass. |
| /// TODO(asabne) : The pass is missing zero-trip tests. |
| /// TODO(asabne) : Check for the presence of side effects before hoisting. |
| struct LoopInvariantCodeMotion : public FunctionPass<LoopInvariantCodeMotion> { |
| void runOnFunction() override; |
| void runOnAffineForOp(AffineForOp forOp); |
| }; |
| } // end anonymous namespace |
| |
| FunctionPassBase *mlir::createLoopInvariantCodeMotionPass() { |
| return new LoopInvariantCodeMotion(); |
| } |
| |
| void LoopInvariantCodeMotion::runOnAffineForOp(AffineForOp forOp) { |
| auto *loopBody = forOp.getBody(); |
| |
| // This is the place where hoisted instructions would reside. |
| FuncBuilder b(forOp.getOperation()); |
| |
| // This vector is used to place loop invariant operations. |
| SmallVector<Operation *, 8> opsToMove; |
| |
| SetVector<Operation *> loopDefinedOps; |
| // Generate forward slice which contains ops that fall under the transitive |
| // definition closure following the loop induction variable. |
| getForwardSlice(forOp, &loopDefinedOps); |
| |
| LLVM_DEBUG(for (auto i |
| : loopDefinedOps) { |
| i->print(llvm::dbgs() << "\nLoop-dependent op\n"); |
| }); |
| |
| for (auto &op : *loopBody) { |
| // If the operation is loop invariant, insert it into opsToMove. |
| if (!isa<AffineForOp>(op) && !isa<AffineTerminatorOp>(op) && |
| loopDefinedOps.count(&op) != 1) { |
| LLVM_DEBUG(op.print(llvm::dbgs() << "\nLICM'ing op\n")); |
| opsToMove.push_back(&op); |
| } |
| } |
| |
| // For all instructions that we found to be invariant, place them sequentially |
| // right before the for loop. |
| for (auto *op : opsToMove) { |
| op->moveBefore(forOp); |
| } |
| |
| LLVM_DEBUG(forOp.getOperation()->print(llvm::dbgs() << "\nModified loop\n")); |
| |
| // If the for loop body has a single operation (the terminator), erase it. |
| if (forOp.getBody()->getOperations().size() == 1) { |
| assert(isa<AffineTerminatorOp>(forOp.getBody()->front())); |
| forOp.erase(); |
| } |
| } |
| |
| void LoopInvariantCodeMotion::runOnFunction() { |
| |
| // 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. |
| getFunction().walk<AffineForOp>([&](AffineForOp op) { |
| LLVM_DEBUG(op.getOperation()->print(llvm::dbgs() << "\nOriginal loop\n")); |
| runOnAffineForOp(op); |
| }); |
| } |
| |
| static PassRegistration<LoopInvariantCodeMotion> |
| pass("affine-loop-invariant-code-motion", |
| "Hoist loop invariant instructions outside of the loop"); |