//===- MatrixUtils.cpp - Utilities to lower matrix intrinsics ---*- C++ -*-===// // // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. // See https://llvm.org/LICENSE.txt for license information. // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception // //===----------------------------------------------------------------------===// // // Utilities for generating tiled loops for matrix operations. // //===----------------------------------------------------------------------===// #include "llvm/Transforms/Utils/MatrixUtils.h" #include "llvm/Analysis/DomTreeUpdater.h" #include "llvm/Analysis/LoopInfo.h" #include "llvm/IR/BasicBlock.h" #include "llvm/IR/Dominators.h" #include "llvm/IR/IRBuilder.h" #include "llvm/IR/Type.h" using namespace llvm; BasicBlock *TileInfo::CreateLoop(BasicBlock *Preheader, BasicBlock *Exit, Value *Bound, Value *Step, StringRef Name, IRBuilderBase &B, DomTreeUpdater &DTU, Loop *L, LoopInfo &LI) { LLVMContext &Ctx = Preheader->getContext(); BasicBlock *Header = BasicBlock::Create( Preheader->getContext(), Name + ".header", Preheader->getParent(), Exit); BasicBlock *Body = BasicBlock::Create(Header->getContext(), Name + ".body", Header->getParent(), Exit); BasicBlock *Latch = BasicBlock::Create(Header->getContext(), Name + ".latch", Header->getParent(), Exit); Type *I32Ty = Type::getInt64Ty(Ctx); BranchInst::Create(Body, Header); BranchInst::Create(Latch, Body); PHINode *IV = PHINode::Create(I32Ty, 2, Name + ".iv", Header->getTerminator()); IV->addIncoming(ConstantInt::get(I32Ty, 0), Preheader); B.SetInsertPoint(Latch); Value *Inc = B.CreateAdd(IV, Step, Name + ".step"); Value *Cond = B.CreateICmpNE(Inc, Bound, Name + ".cond"); BranchInst::Create(Header, Exit, Cond, Latch); IV->addIncoming(Inc, Latch); BranchInst *PreheaderBr = cast(Preheader->getTerminator()); BasicBlock *Tmp = PreheaderBr->getSuccessor(0); PreheaderBr->setSuccessor(0, Header); DTU.applyUpdatesPermissive({ {DominatorTree::Delete, Preheader, Tmp}, {DominatorTree::Insert, Header, Body}, {DominatorTree::Insert, Body, Latch}, {DominatorTree::Insert, Latch, Header}, {DominatorTree::Insert, Latch, Exit}, {DominatorTree::Insert, Preheader, Header}, }); L->addBasicBlockToLoop(Header, LI); L->addBasicBlockToLoop(Body, LI); L->addBasicBlockToLoop(Latch, LI); return Body; } // Creates the following loop nest skeleton: // for C = 0; C < NumColumns; C += TileSize // for R = 0; R < NumRows; R += TileSize // for K = 0; K < Inner ; K += TileSize BasicBlock *TileInfo::CreateTiledLoops(BasicBlock *Start, BasicBlock *End, IRBuilderBase &B, DomTreeUpdater &DTU, LoopInfo &LI) { Loop *ColLoop = LI.AllocateLoop(); Loop *RowLoop = LI.AllocateLoop(); Loop *InnerLoop = LI.AllocateLoop(); RowLoop->addChildLoop(InnerLoop); ColLoop->addChildLoop(RowLoop); if (Loop *ParentL = LI.getLoopFor(Start)) ParentL->addChildLoop(ColLoop); else LI.addTopLevelLoop(ColLoop); BasicBlock *ColBody = CreateLoop(Start, End, B.getInt64(NumColumns), B.getInt64(TileSize), "cols", B, DTU, ColLoop, LI); BasicBlock *ColLatch = ColBody->getSingleSuccessor(); BasicBlock *RowBody = CreateLoop(ColBody, ColLatch, B.getInt64(NumRows), B.getInt64(TileSize), "rows", B, DTU, RowLoop, LI); RowLoopLatch = RowBody->getSingleSuccessor(); BasicBlock *InnerBody = CreateLoop(RowBody, RowLoopLatch, B.getInt64(NumInner), B.getInt64(TileSize), "inner", B, DTU, InnerLoop, LI); InnerLoopLatch = InnerBody->getSingleSuccessor(); ColumnLoopHeader = ColBody->getSinglePredecessor(); RowLoopHeader = RowBody->getSinglePredecessor(); InnerLoopHeader = InnerBody->getSinglePredecessor(); CurrentRow = &*RowLoopHeader->begin(); CurrentCol = &*ColumnLoopHeader->begin(); CurrentK = &*InnerLoopHeader->begin(); return InnerBody; }