//===-- CFGMST.h - Minimum Spanning Tree for CFG ----------------*- 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 // //===----------------------------------------------------------------------===// // // This file implements a Union-find algorithm to compute Minimum Spanning Tree // for a given CFG. // //===----------------------------------------------------------------------===// #ifndef LLVM_LIB_TRANSFORMS_INSTRUMENTATION_CFGMST_H #define LLVM_LIB_TRANSFORMS_INSTRUMENTATION_CFGMST_H #include "llvm/ADT/DenseMap.h" #include "llvm/ADT/STLExtras.h" #include "llvm/Analysis/BlockFrequencyInfo.h" #include "llvm/Analysis/BranchProbabilityInfo.h" #include "llvm/Analysis/CFG.h" #include "llvm/Support/BranchProbability.h" #include "llvm/Support/Debug.h" #include "llvm/Support/raw_ostream.h" #include "llvm/Transforms/Utils/BasicBlockUtils.h" #include #include #define DEBUG_TYPE "cfgmst" namespace llvm { /// An union-find based Minimum Spanning Tree for CFG /// /// Implements a Union-find algorithm to compute Minimum Spanning Tree /// for a given CFG. template class CFGMST { public: Function &F; // Store all the edges in CFG. It may contain some stale edges // when Removed is set. std::vector> AllEdges; // This map records the auxiliary information for each BB. DenseMap> BBInfos; // Whehter the function has an exit block with no successors. // (For function with an infinite loop, this block may be absent) bool ExitBlockFound = false; // Find the root group of the G and compress the path from G to the root. BBInfo *findAndCompressGroup(BBInfo *G) { if (G->Group != G) G->Group = findAndCompressGroup(static_cast(G->Group)); return static_cast(G->Group); } // Union BB1 and BB2 into the same group and return true. // Returns false if BB1 and BB2 are already in the same group. bool unionGroups(const BasicBlock *BB1, const BasicBlock *BB2) { BBInfo *BB1G = findAndCompressGroup(&getBBInfo(BB1)); BBInfo *BB2G = findAndCompressGroup(&getBBInfo(BB2)); if (BB1G == BB2G) return false; // Make the smaller rank tree a direct child or the root of high rank tree. if (BB1G->Rank < BB2G->Rank) BB1G->Group = BB2G; else { BB2G->Group = BB1G; // If the ranks are the same, increment root of one tree by one. if (BB1G->Rank == BB2G->Rank) BB1G->Rank++; } return true; } // Give BB, return the auxiliary information. BBInfo &getBBInfo(const BasicBlock *BB) const { auto It = BBInfos.find(BB); assert(It->second.get() != nullptr); return *It->second.get(); } // Give BB, return the auxiliary information if it's available. BBInfo *findBBInfo(const BasicBlock *BB) const { auto It = BBInfos.find(BB); if (It == BBInfos.end()) return nullptr; return It->second.get(); } // Traverse the CFG using a stack. Find all the edges and assign the weight. // Edges with large weight will be put into MST first so they are less likely // to be instrumented. void buildEdges() { LLVM_DEBUG(dbgs() << "Build Edge on " << F.getName() << "\n"); const BasicBlock *Entry = &(F.getEntryBlock()); uint64_t EntryWeight = (BFI != nullptr ? BFI->getEntryFreq() : 2); Edge *EntryIncoming = nullptr, *EntryOutgoing = nullptr, *ExitOutgoing = nullptr, *ExitIncoming = nullptr; uint64_t MaxEntryOutWeight = 0, MaxExitOutWeight = 0, MaxExitInWeight = 0; // Add a fake edge to the entry. EntryIncoming = &addEdge(nullptr, Entry, EntryWeight); LLVM_DEBUG(dbgs() << " Edge: from fake node to " << Entry->getName() << " w = " << EntryWeight << "\n"); // Special handling for single BB functions. if (succ_empty(Entry)) { addEdge(Entry, nullptr, EntryWeight); return; } static const uint32_t CriticalEdgeMultiplier = 1000; for (Function::iterator BB = F.begin(), E = F.end(); BB != E; ++BB) { Instruction *TI = BB->getTerminator(); uint64_t BBWeight = (BFI != nullptr ? BFI->getBlockFreq(&*BB).getFrequency() : 2); uint64_t Weight = 2; if (int successors = TI->getNumSuccessors()) { for (int i = 0; i != successors; ++i) { BasicBlock *TargetBB = TI->getSuccessor(i); bool Critical = isCriticalEdge(TI, i); uint64_t scaleFactor = BBWeight; if (Critical) { if (scaleFactor < UINT64_MAX / CriticalEdgeMultiplier) scaleFactor *= CriticalEdgeMultiplier; else scaleFactor = UINT64_MAX; } if (BPI != nullptr) Weight = BPI->getEdgeProbability(&*BB, TargetBB).scale(scaleFactor); auto *E = &addEdge(&*BB, TargetBB, Weight); E->IsCritical = Critical; LLVM_DEBUG(dbgs() << " Edge: from " << BB->getName() << " to " << TargetBB->getName() << " w=" << Weight << "\n"); // Keep track of entry/exit edges: if (&*BB == Entry) { if (Weight > MaxEntryOutWeight) { MaxEntryOutWeight = Weight; EntryOutgoing = E; } } auto *TargetTI = TargetBB->getTerminator(); if (TargetTI && !TargetTI->getNumSuccessors()) { if (Weight > MaxExitInWeight) { MaxExitInWeight = Weight; ExitIncoming = E; } } } } else { ExitBlockFound = true; Edge *ExitO = &addEdge(&*BB, nullptr, BBWeight); if (BBWeight > MaxExitOutWeight) { MaxExitOutWeight = BBWeight; ExitOutgoing = ExitO; } LLVM_DEBUG(dbgs() << " Edge: from " << BB->getName() << " to fake exit" << " w = " << BBWeight << "\n"); } } // Entry/exit edge adjustment heurisitic: // prefer instrumenting entry edge over exit edge // if possible. Those exit edges may never have a chance to be // executed (for instance the program is an event handling loop) // before the profile is asynchronously dumped. // // If EntryIncoming and ExitOutgoing has similar weight, make sure // ExitOutging is selected as the min-edge. Similarly, if EntryOutgoing // and ExitIncoming has similar weight, make sure ExitIncoming becomes // the min-edge. uint64_t EntryInWeight = EntryWeight; if (EntryInWeight >= MaxExitOutWeight && EntryInWeight * 2 < MaxExitOutWeight * 3) { EntryIncoming->Weight = MaxExitOutWeight; ExitOutgoing->Weight = EntryInWeight + 1; } if (MaxEntryOutWeight >= MaxExitInWeight && MaxEntryOutWeight * 2 < MaxExitInWeight * 3) { EntryOutgoing->Weight = MaxExitInWeight; ExitIncoming->Weight = MaxEntryOutWeight + 1; } } // Sort CFG edges based on its weight. void sortEdgesByWeight() { llvm::stable_sort(AllEdges, [](const std::unique_ptr &Edge1, const std::unique_ptr &Edge2) { return Edge1->Weight > Edge2->Weight; }); } // Traverse all the edges and compute the Minimum Weight Spanning Tree // using union-find algorithm. void computeMinimumSpanningTree() { // First, put all the critical edge with landing-pad as the Dest to MST. // This works around the insufficient support of critical edges split // when destination BB is a landing pad. for (auto &Ei : AllEdges) { if (Ei->Removed) continue; if (Ei->IsCritical) { if (Ei->DestBB && Ei->DestBB->isLandingPad()) { if (unionGroups(Ei->SrcBB, Ei->DestBB)) Ei->InMST = true; } } } for (auto &Ei : AllEdges) { if (Ei->Removed) continue; // If we detect infinite loops, force // instrumenting the entry edge: if (!ExitBlockFound && Ei->SrcBB == nullptr) continue; if (unionGroups(Ei->SrcBB, Ei->DestBB)) Ei->InMST = true; } } // Dump the Debug information about the instrumentation. void dumpEdges(raw_ostream &OS, const Twine &Message) const { if (!Message.str().empty()) OS << Message << "\n"; OS << " Number of Basic Blocks: " << BBInfos.size() << "\n"; for (auto &BI : BBInfos) { const BasicBlock *BB = BI.first; OS << " BB: " << (BB == nullptr ? "FakeNode" : BB->getName()) << " " << BI.second->infoString() << "\n"; } OS << " Number of Edges: " << AllEdges.size() << " (*: Instrument, C: CriticalEdge, -: Removed)\n"; uint32_t Count = 0; for (auto &EI : AllEdges) OS << " Edge " << Count++ << ": " << getBBInfo(EI->SrcBB).Index << "-->" << getBBInfo(EI->DestBB).Index << EI->infoString() << "\n"; } // Add an edge to AllEdges with weight W. Edge &addEdge(const BasicBlock *Src, const BasicBlock *Dest, uint64_t W) { uint32_t Index = BBInfos.size(); auto Iter = BBInfos.end(); bool Inserted; std::tie(Iter, Inserted) = BBInfos.insert(std::make_pair(Src, nullptr)); if (Inserted) { // Newly inserted, update the real info. Iter->second = std::move(llvm::make_unique(Index)); Index++; } std::tie(Iter, Inserted) = BBInfos.insert(std::make_pair(Dest, nullptr)); if (Inserted) // Newly inserted, update the real info. Iter->second = std::move(llvm::make_unique(Index)); AllEdges.emplace_back(new Edge(Src, Dest, W)); return *AllEdges.back(); } BranchProbabilityInfo *BPI; BlockFrequencyInfo *BFI; public: CFGMST(Function &Func, BranchProbabilityInfo *BPI_ = nullptr, BlockFrequencyInfo *BFI_ = nullptr) : F(Func), BPI(BPI_), BFI(BFI_) { buildEdges(); sortEdgesByWeight(); computeMinimumSpanningTree(); } }; } // end namespace llvm #undef DEBUG_TYPE // "cfgmst" #endif // LLVM_LIB_TRANSFORMS_INSTRUMENTATION_CFGMST_H