BasicBlockMatchingAndInference.cpp

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//===- llvm/CodeGen/BasicBlockMatchingAndInference.cpp ----------*- 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
//
//===----------------------------------------------------------------------===//
//
// In Propeller's profile, we have already read the hash values of basic blocks,
// as well as the weights of basic blocks and edges in the CFG. In this file,
// we first match the basic blocks in the profile with those in the current
// MachineFunction using the basic block hash, thereby obtaining the weights of
// some basic blocks and edges. Subsequently, we infer the weights of all basic
// blocks using an inference algorithm.
//
// TODO: Integrate part of the code in this file with BOLT's implementation into
// the LLVM infrastructure, enabling both BOLT and Propeller to reuse it.
//
//===----------------------------------------------------------------------===//
 
#include "llvm/CodeGen/BasicBlockMatchingAndInference.h"
#include "llvm/ADT/DenseMap.h"
#include "llvm/ADT/DenseSet.h"
#include "llvm/CodeGen/BasicBlockSectionsProfileReader.h"
#include "llvm/CodeGen/MachineBlockHashInfo.h"
#include "llvm/CodeGen/Passes.h"
#include "llvm/InitializePasses.h"
#include "llvm/Support/Debug.h"
#include <llvm/Support/CommandLine.h>
 
using namespace llvm;
 
#define DEBUG_TYPE "machine-block-match-infer"
 
static cl::opt<float>
    PropellerInferThreshold("propeller-infer-threshold",
                            cl::desc("Threshold for infer stale profile"),
                            cl::init(0.6));
 
static cl::opt<bool>
    PropellerMatchBBID("propeller-match-bbid",
                       cl::desc("Match basic blocks using BBIDs instead of "
                                "hashes for Propeller inference"),
                       cl::init(false), cl::Optional);
 
/// The object is used to identify and match basic blocks given their hashes.
class StaleMatcher {
public:
  /// Initialize stale matcher.
  void init(const std::vector<MachineBasicBlock *> &Blocks,
            const std::vector<BlendedBlockHash> &Hashes) {
    assert(Blocks.size() == Hashes.size() &&
           "incorrect matcher initialization");
    for (size_t I = 0; I < Blocks.size(); I++) {
      MachineBasicBlock *Block = Blocks[I];
      uint16_t OpHash = Hashes[I].getOpcodeHash();
      OpHashToBlocks[OpHash].push_back(std::make_pair(Hashes[I], Block));
    }
  }
 
  /// Find the most similar block for a given hash.
  MachineBasicBlock *matchBlock(BlendedBlockHash BlendedHash) const {
    auto BlockIt = OpHashToBlocks.find(BlendedHash.getOpcodeHash());
    if (BlockIt == OpHashToBlocks.end()) {
      return nullptr;
    }
    MachineBasicBlock *BestBlock = nullptr;
    uint64_t BestDist = std::numeric_limits<uint64_t>::max();
    for (auto It : BlockIt->second) {
      MachineBasicBlock *Block = It.second;
      BlendedBlockHash Hash = It.first;
      uint64_t Dist = Hash.distance(BlendedHash);
      if (BestBlock == nullptr || Dist < BestDist) {
        BestDist = Dist;
        BestBlock = Block;
      }
    }
    return BestBlock;
  }
 
private:
  using HashBlockPairType = std::pair<BlendedBlockHash, MachineBasicBlock *>;
  DenseMap<uint16_t, std::vector<HashBlockPairType>> OpHashToBlocks;
};
 
INITIALIZE_PASS_BEGIN(BasicBlockMatchingAndInference,
                      "machine-block-match-infer",
                      "Machine Block Matching and Inference Analysis", true,
                      true)
INITIALIZE_PASS_DEPENDENCY(MachineBlockHashInfo)
INITIALIZE_PASS_DEPENDENCY(BasicBlockSectionsProfileReaderWrapperPass)
INITIALIZE_PASS_END(BasicBlockMatchingAndInference, "machine-block-match-infer",
                    "Machine Block Matching and Inference Analysis", true, true)
 
char BasicBlockMatchingAndInference::ID = 0;
 
BasicBlockMatchingAndInference::BasicBlockMatchingAndInference()
    : MachineFunctionPass(ID) {}
 
void BasicBlockMatchingAndInference::getAnalysisUsage(AnalysisUsage &AU) const {
  AU.addRequired<MachineBlockHashInfo>();
  AU.addRequired<BasicBlockSectionsProfileReaderWrapperPass>();
  AU.setPreservesAll();
  MachineFunctionPass::getAnalysisUsage(AU);
}
 
std::optional<BasicBlockMatchingAndInference::WeightInfo>
BasicBlockMatchingAndInference::getWeightInfo(StringRef FuncName) const {
  auto It = ProgramWeightInfo.find(FuncName);
  if (It == ProgramWeightInfo.end()) {
    return std::nullopt;
  }
  return It->second;
}
 
BasicBlockMatchingAndInference::WeightInfo
BasicBlockMatchingAndInference::initWeightInfoByMatching(MachineFunction &MF) {
  std::vector<MachineBasicBlock *> Blocks;
  std::vector<BlendedBlockHash> Hashes;
  auto BSPR = &getAnalysis<BasicBlockSectionsProfileReaderWrapperPass>();
  auto MBHI = &getAnalysis<MachineBlockHashInfo>();
  for (auto &Block : MF) {
    Blocks.push_back(&Block);
    Hashes.push_back(BlendedBlockHash(MBHI->getMBBHash(Block)));
  }
  StaleMatcher Matcher;
  Matcher.init(Blocks, Hashes);
  BasicBlockMatchingAndInference::WeightInfo MatchWeight;
  const CFGProfile *CFG = BSPR->getFunctionCFGProfile(MF.getName());
  if (CFG == nullptr)
    return MatchWeight;
  for (auto &BlockCount : CFG->NodeCounts) {
    if (CFG->BBHashes.count(BlockCount.first.BaseID)) {
      auto Hash = CFG->BBHashes.lookup(BlockCount.first.BaseID);
      MachineBasicBlock *Block = Matcher.matchBlock(BlendedBlockHash(Hash));
      // When a basic block has clone copies, sum their counts.
      if (Block != nullptr)
        MatchWeight.BlockWeights[Block] += BlockCount.second;
    }
  }
  for (auto &PredItem : CFG->EdgeCounts) {
    auto PredID = PredItem.first.BaseID;
    if (!CFG->BBHashes.count(PredID))
      continue;
    auto PredHash = CFG->BBHashes.lookup(PredID);
    MachineBasicBlock *PredBlock =
        Matcher.matchBlock(BlendedBlockHash(PredHash));
    if (PredBlock == nullptr)
      continue;
    for (auto &SuccItem : PredItem.second) {
      auto SuccID = SuccItem.first.BaseID;
      auto EdgeWeight = SuccItem.second;
      if (CFG->BBHashes.count(SuccID)) {
        auto SuccHash = CFG->BBHashes.lookup(SuccID);
        MachineBasicBlock *SuccBlock =
            Matcher.matchBlock(BlendedBlockHash(SuccHash));
        // When an edge has clone copies, sum their counts.
        if (SuccBlock != nullptr)
          MatchWeight.EdgeWeights[std::make_pair(PredBlock, SuccBlock)] +=
              EdgeWeight;
      }
    }
  }
  return MatchWeight;
}
 
BasicBlockMatchingAndInference::WeightInfo
BasicBlockMatchingAndInference::initWeightInfoByBBID(MachineFunction &MF,
                                                     const CFGProfile &CFG) {
  // Path cloning does not run before matching and inference, so blocks are
  // identified by their base IDs. The counts of clones in the profile are
  // attributed to the original block.
  DenseMap<unsigned, MachineBasicBlock *> BaseIDToMBB;
  for (auto &MBB : MF) {
    unsigned BaseID = MBB.getBBID() ? MBB.getBBID()->BaseID
                                    : static_cast<unsigned>(MBB.getNumber());
    BaseIDToMBB[BaseID] = &MBB;
  }
  auto FindMBB = [&](const UniqueBBID &BBID) {
    return BaseIDToMBB.lookup(BBID.BaseID);
  };
 
  // A basic block is matched only if it exists in CFG.NodeCounts and all of its
  // edges in the CFG profile are also edges in the MIR. The profile may omit
  // edges without samples, so MIR edges missing from the profile are allowed.
  // Both ends of a profile edge that is not in the MIR are kept as unknown.
  DenseSet<const MachineBasicBlock *> MismatchedMBBs;
  for (const auto &[PredID, Succs] : CFG.EdgeCounts) {
    MachineBasicBlock *PredMBB = FindMBB(PredID);
    for (const auto &[SuccID, EdgeCount] : Succs) {
      MachineBasicBlock *SuccMBB = FindMBB(SuccID);
      if (PredMBB && SuccMBB && PredMBB->isSuccessor(SuccMBB))
        continue;
      if (PredMBB)
        MismatchedMBBs.insert(PredMBB);
      if (SuccMBB)
        MismatchedMBBs.insert(SuccMBB);
    }
  }
  DenseSet<const MachineBasicBlock *> ProfiledMBBs;
  for (const auto &[BBID, BlockCount] : CFG.NodeCounts)
    if (MachineBasicBlock *MBB = FindMBB(BBID))
      ProfiledMBBs.insert(MBB);
  DenseSet<const MachineBasicBlock *> MatchedMBBs;
  for (auto &MBB : MF) {
    if (!ProfiledMBBs.contains(&MBB))
      continue;
    if (MismatchedMBBs.contains(&MBB))
      LLVM_DEBUG(dbgs() << MF.getName() << ": bb." << MBB.getNumber()
                        << " has profile edges that are not in the CFG\n");
    else
      MatchedMBBs.insert(&MBB);
  }
 
  BasicBlockMatchingAndInference::WeightInfo MatchWeight;
  for (const auto &[BBID, BlockCount] : CFG.NodeCounts) {
    MachineBasicBlock *MBB = FindMBB(BBID);
    if (MBB && MatchedMBBs.count(MBB))
      MatchWeight.BlockWeights[MBB] += BlockCount;
  }
  for (const auto &[PredID, Succs] : CFG.EdgeCounts) {
    MachineBasicBlock *PredMBB = FindMBB(PredID);
    if (!PredMBB || !MatchedMBBs.count(PredMBB))
      continue;
    for (const auto &[SuccID, EdgeCount] : Succs) {
      MachineBasicBlock *SuccMBB = FindMBB(SuccID);
      if (!SuccMBB || !MatchedMBBs.count(SuccMBB))
        continue;
      MatchWeight.EdgeWeights[std::make_pair(PredMBB, SuccMBB)] += EdgeCount;
    }
  }
  return MatchWeight;
}
 
void BasicBlockMatchingAndInference::generateWeightInfoByInference(
    MachineFunction &MF,
    BasicBlockMatchingAndInference::WeightInfo &MatchWeight) {
  BlockEdgeMap Successors;
  for (auto &Block : MF) {
    for (auto *Succ : Block.successors())
      Successors[&Block].push_back(Succ);
  }
  SampleProfileInference<MachineFunction> SPI(
      MF, Successors, MatchWeight.BlockWeights, MatchWeight.EdgeWeights);
  BlockWeightMap BlockWeights;
  EdgeWeightMap EdgeWeights;
  SPI.apply(BlockWeights, EdgeWeights);
  ProgramWeightInfo.try_emplace(
      MF.getName(), BasicBlockMatchingAndInference::WeightInfo{
                        std::move(BlockWeights), std::move(EdgeWeights)});
}
 
bool BasicBlockMatchingAndInference::runOnMachineFunction(MachineFunction &MF) {
  if (MF.empty())
    return false;
  auto *BSPR = &getAnalysis<BasicBlockSectionsProfileReaderWrapperPass>();
  const CFGProfile *CFG = BSPR->getFunctionCFGProfile(MF.getName());
  if (CFG == nullptr || (CFG->NodeCounts.empty() && CFG->EdgeCounts.empty()))
    return false;
 
  BasicBlockMatchingAndInference::WeightInfo MatchWeight;
  if (PropellerMatchBBID) {
    MatchWeight = initWeightInfoByBBID(MF, *CFG);
  } else {
    MatchWeight = initWeightInfoByMatching(MF);
    // If the ratio of the number of MBBs in matching to the total number of
    // MBBs in the function is less than the threshold value, the processing
    // should be abandoned.
    if (static_cast<float>(MatchWeight.BlockWeights.size()) / MF.size() <
        PropellerInferThreshold) {
      return false;
    }
  }
  generateWeightInfoByInference(MF, MatchWeight);
  return false;
}
 
MachineFunctionPass *llvm::createBasicBlockMatchingAndInferencePass() {
  return new BasicBlockMatchingAndInference();
}