This change enables loading pseudo-probe based profile on MIR. Different from the IR profile loader, callsites are excluded from MIR profile loading since they are not assinged a FS discriminator. Using zero as the discriminator is not accurate and would undo the distribution work done by the IR loader based on pseudo probe distribution factor. We reply on block probes only for FS profile loading. Some refactoring is done to the IR profile loader so that `getProbeWeight` can be shared by both loaders. Reviewed By: wenlei Differential Revision: https://reviews.llvm.org/D148584
435 lines
16 KiB
C++
435 lines
16 KiB
C++
//===- SampleProfileProbe.cpp - Pseudo probe Instrumentation -------------===//
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//
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// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
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// See https://llvm.org/LICENSE.txt for license information.
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// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
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//
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//===----------------------------------------------------------------------===//
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//
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// This file implements the SampleProfileProber transformation.
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//
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//===----------------------------------------------------------------------===//
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#include "llvm/Transforms/IPO/SampleProfileProbe.h"
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#include "llvm/ADT/Statistic.h"
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#include "llvm/Analysis/BlockFrequencyInfo.h"
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#include "llvm/Analysis/EHUtils.h"
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#include "llvm/Analysis/LoopInfo.h"
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#include "llvm/IR/BasicBlock.h"
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#include "llvm/IR/Constants.h"
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#include "llvm/IR/DebugInfoMetadata.h"
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#include "llvm/IR/IRBuilder.h"
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#include "llvm/IR/Instruction.h"
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#include "llvm/IR/IntrinsicInst.h"
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#include "llvm/IR/MDBuilder.h"
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#include "llvm/IR/PseudoProbe.h"
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#include "llvm/ProfileData/SampleProf.h"
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#include "llvm/Support/CRC.h"
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#include "llvm/Support/CommandLine.h"
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#include "llvm/Target/TargetMachine.h"
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#include "llvm/Transforms/Instrumentation.h"
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#include "llvm/Transforms/Utils/ModuleUtils.h"
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#include <unordered_set>
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#include <vector>
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using namespace llvm;
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#define DEBUG_TYPE "pseudo-probe"
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STATISTIC(ArtificialDbgLine,
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"Number of probes that have an artificial debug line");
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static cl::opt<bool>
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VerifyPseudoProbe("verify-pseudo-probe", cl::init(false), cl::Hidden,
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cl::desc("Do pseudo probe verification"));
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static cl::list<std::string> VerifyPseudoProbeFuncList(
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"verify-pseudo-probe-funcs", cl::Hidden,
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cl::desc("The option to specify the name of the functions to verify."));
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static cl::opt<bool>
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UpdatePseudoProbe("update-pseudo-probe", cl::init(true), cl::Hidden,
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cl::desc("Update pseudo probe distribution factor"));
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static uint64_t getCallStackHash(const DILocation *DIL) {
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uint64_t Hash = 0;
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const DILocation *InlinedAt = DIL ? DIL->getInlinedAt() : nullptr;
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while (InlinedAt) {
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Hash ^= MD5Hash(std::to_string(InlinedAt->getLine()));
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Hash ^= MD5Hash(std::to_string(InlinedAt->getColumn()));
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auto Name = InlinedAt->getSubprogramLinkageName();
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Hash ^= MD5Hash(Name);
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InlinedAt = InlinedAt->getInlinedAt();
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}
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return Hash;
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}
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static uint64_t computeCallStackHash(const Instruction &Inst) {
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return getCallStackHash(Inst.getDebugLoc());
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}
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bool PseudoProbeVerifier::shouldVerifyFunction(const Function *F) {
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// Skip function declaration.
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if (F->isDeclaration())
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return false;
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// Skip function that will not be emitted into object file. The prevailing
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// defintion will be verified instead.
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if (F->hasAvailableExternallyLinkage())
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return false;
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// Do a name matching.
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static std::unordered_set<std::string> VerifyFuncNames(
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VerifyPseudoProbeFuncList.begin(), VerifyPseudoProbeFuncList.end());
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return VerifyFuncNames.empty() || VerifyFuncNames.count(F->getName().str());
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}
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void PseudoProbeVerifier::registerCallbacks(PassInstrumentationCallbacks &PIC) {
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if (VerifyPseudoProbe) {
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PIC.registerAfterPassCallback(
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[this](StringRef P, Any IR, const PreservedAnalyses &) {
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this->runAfterPass(P, IR);
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});
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}
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}
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// Callback to run after each transformation for the new pass manager.
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void PseudoProbeVerifier::runAfterPass(StringRef PassID, Any IR) {
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std::string Banner =
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"\n*** Pseudo Probe Verification After " + PassID.str() + " ***\n";
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dbgs() << Banner;
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if (const auto **M = any_cast<const Module *>(&IR))
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runAfterPass(*M);
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else if (const auto **F = any_cast<const Function *>(&IR))
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runAfterPass(*F);
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else if (const auto **C = any_cast<const LazyCallGraph::SCC *>(&IR))
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runAfterPass(*C);
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else if (const auto **L = any_cast<const Loop *>(&IR))
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runAfterPass(*L);
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else
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llvm_unreachable("Unknown IR unit");
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}
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void PseudoProbeVerifier::runAfterPass(const Module *M) {
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for (const Function &F : *M)
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runAfterPass(&F);
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}
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void PseudoProbeVerifier::runAfterPass(const LazyCallGraph::SCC *C) {
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for (const LazyCallGraph::Node &N : *C)
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runAfterPass(&N.getFunction());
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}
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void PseudoProbeVerifier::runAfterPass(const Function *F) {
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if (!shouldVerifyFunction(F))
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return;
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ProbeFactorMap ProbeFactors;
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for (const auto &BB : *F)
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collectProbeFactors(&BB, ProbeFactors);
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verifyProbeFactors(F, ProbeFactors);
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}
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void PseudoProbeVerifier::runAfterPass(const Loop *L) {
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const Function *F = L->getHeader()->getParent();
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runAfterPass(F);
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}
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void PseudoProbeVerifier::collectProbeFactors(const BasicBlock *Block,
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ProbeFactorMap &ProbeFactors) {
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for (const auto &I : *Block) {
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if (std::optional<PseudoProbe> Probe = extractProbe(I)) {
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uint64_t Hash = computeCallStackHash(I);
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ProbeFactors[{Probe->Id, Hash}] += Probe->Factor;
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}
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}
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}
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void PseudoProbeVerifier::verifyProbeFactors(
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const Function *F, const ProbeFactorMap &ProbeFactors) {
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bool BannerPrinted = false;
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auto &PrevProbeFactors = FunctionProbeFactors[F->getName()];
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for (const auto &I : ProbeFactors) {
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float CurProbeFactor = I.second;
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if (PrevProbeFactors.count(I.first)) {
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float PrevProbeFactor = PrevProbeFactors[I.first];
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if (std::abs(CurProbeFactor - PrevProbeFactor) >
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DistributionFactorVariance) {
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if (!BannerPrinted) {
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dbgs() << "Function " << F->getName() << ":\n";
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BannerPrinted = true;
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}
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dbgs() << "Probe " << I.first.first << "\tprevious factor "
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<< format("%0.2f", PrevProbeFactor) << "\tcurrent factor "
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<< format("%0.2f", CurProbeFactor) << "\n";
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}
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}
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// Update
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PrevProbeFactors[I.first] = I.second;
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}
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}
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SampleProfileProber::SampleProfileProber(Function &Func,
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const std::string &CurModuleUniqueId)
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: F(&Func), CurModuleUniqueId(CurModuleUniqueId) {
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BlockProbeIds.clear();
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CallProbeIds.clear();
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LastProbeId = (uint32_t)PseudoProbeReservedId::Last;
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computeProbeIdForBlocks();
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computeProbeIdForCallsites();
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computeCFGHash();
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}
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// Compute Hash value for the CFG: the lower 32 bits are CRC32 of the index
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// value of each BB in the CFG. The higher 32 bits record the number of edges
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// preceded by the number of indirect calls.
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// This is derived from FuncPGOInstrumentation<Edge, BBInfo>::computeCFGHash().
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void SampleProfileProber::computeCFGHash() {
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std::vector<uint8_t> Indexes;
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JamCRC JC;
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for (auto &BB : *F) {
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auto *TI = BB.getTerminator();
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for (unsigned I = 0, E = TI->getNumSuccessors(); I != E; ++I) {
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auto *Succ = TI->getSuccessor(I);
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auto Index = getBlockId(Succ);
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for (int J = 0; J < 4; J++)
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Indexes.push_back((uint8_t)(Index >> (J * 8)));
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}
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}
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JC.update(Indexes);
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FunctionHash = (uint64_t)CallProbeIds.size() << 48 |
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(uint64_t)Indexes.size() << 32 | JC.getCRC();
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// Reserve bit 60-63 for other information purpose.
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FunctionHash &= 0x0FFFFFFFFFFFFFFF;
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assert(FunctionHash && "Function checksum should not be zero");
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LLVM_DEBUG(dbgs() << "\nFunction Hash Computation for " << F->getName()
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<< ":\n"
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<< " CRC = " << JC.getCRC() << ", Edges = "
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<< Indexes.size() << ", ICSites = " << CallProbeIds.size()
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<< ", Hash = " << FunctionHash << "\n");
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}
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void SampleProfileProber::computeProbeIdForBlocks() {
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DenseSet<BasicBlock *> KnownColdBlocks;
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computeEHOnlyBlocks(*F, KnownColdBlocks);
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// Insert pseudo probe to non-cold blocks only. This will reduce IR size as
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// well as the binary size while retaining the profile quality.
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for (auto &BB : *F) {
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++LastProbeId;
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if (!KnownColdBlocks.contains(&BB))
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BlockProbeIds[&BB] = LastProbeId;
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}
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}
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void SampleProfileProber::computeProbeIdForCallsites() {
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for (auto &BB : *F) {
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for (auto &I : BB) {
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if (!isa<CallBase>(I))
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continue;
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if (isa<IntrinsicInst>(&I))
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continue;
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CallProbeIds[&I] = ++LastProbeId;
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}
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}
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}
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uint32_t SampleProfileProber::getBlockId(const BasicBlock *BB) const {
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auto I = BlockProbeIds.find(const_cast<BasicBlock *>(BB));
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return I == BlockProbeIds.end() ? 0 : I->second;
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}
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uint32_t SampleProfileProber::getCallsiteId(const Instruction *Call) const {
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auto Iter = CallProbeIds.find(const_cast<Instruction *>(Call));
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return Iter == CallProbeIds.end() ? 0 : Iter->second;
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}
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void SampleProfileProber::instrumentOneFunc(Function &F, TargetMachine *TM) {
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Module *M = F.getParent();
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MDBuilder MDB(F.getContext());
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// Since the GUID from probe desc and inline stack are computed seperately, we
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// need to make sure their names are consistent, so here also use the name
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// from debug info.
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StringRef FName = F.getName();
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if (auto *SP = F.getSubprogram()) {
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FName = SP->getLinkageName();
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if (FName.empty())
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FName = SP->getName();
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}
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uint64_t Guid = Function::getGUID(FName);
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// Assign an artificial debug line to a probe that doesn't come with a real
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// line. A probe not having a debug line will get an incomplete inline
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// context. This will cause samples collected on the probe to be counted
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// into the base profile instead of a context profile. The line number
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// itself is not important though.
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auto AssignDebugLoc = [&](Instruction *I) {
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assert((isa<PseudoProbeInst>(I) || isa<CallBase>(I)) &&
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"Expecting pseudo probe or call instructions");
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if (!I->getDebugLoc()) {
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if (auto *SP = F.getSubprogram()) {
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auto DIL = DILocation::get(SP->getContext(), 0, 0, SP);
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I->setDebugLoc(DIL);
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ArtificialDbgLine++;
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LLVM_DEBUG({
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dbgs() << "\nIn Function " << F.getName()
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<< " Probe gets an artificial debug line\n";
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I->dump();
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});
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}
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}
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};
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// Probe basic blocks.
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for (auto &I : BlockProbeIds) {
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BasicBlock *BB = I.first;
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uint32_t Index = I.second;
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// Insert a probe before an instruction with a valid debug line number which
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// will be assigned to the probe. The line number will be used later to
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// model the inline context when the probe is inlined into other functions.
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// Debug instructions, phi nodes and lifetime markers do not have an valid
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// line number. Real instructions generated by optimizations may not come
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// with a line number either.
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auto HasValidDbgLine = [](Instruction *J) {
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return !isa<PHINode>(J) && !isa<DbgInfoIntrinsic>(J) &&
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!J->isLifetimeStartOrEnd() && J->getDebugLoc();
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};
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Instruction *J = &*BB->getFirstInsertionPt();
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while (J != BB->getTerminator() && !HasValidDbgLine(J)) {
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J = J->getNextNode();
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}
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IRBuilder<> Builder(J);
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assert(Builder.GetInsertPoint() != BB->end() &&
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"Cannot get the probing point");
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Function *ProbeFn =
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llvm::Intrinsic::getDeclaration(M, Intrinsic::pseudoprobe);
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Value *Args[] = {Builder.getInt64(Guid), Builder.getInt64(Index),
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Builder.getInt32(0),
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Builder.getInt64(PseudoProbeFullDistributionFactor)};
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auto *Probe = Builder.CreateCall(ProbeFn, Args);
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AssignDebugLoc(Probe);
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// Reset the dwarf discriminator if the debug location comes with any. The
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// discriminator field may be used by FS-AFDO later in the pipeline.
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if (auto DIL = Probe->getDebugLoc()) {
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if (DIL->getDiscriminator()) {
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DIL = DIL->cloneWithDiscriminator(0);
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Probe->setDebugLoc(DIL);
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}
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}
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}
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// Probe both direct calls and indirect calls. Direct calls are probed so that
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// their probe ID can be used as an call site identifier to represent a
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// calling context.
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for (auto &I : CallProbeIds) {
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auto *Call = I.first;
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uint32_t Index = I.second;
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uint32_t Type = cast<CallBase>(Call)->getCalledFunction()
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? (uint32_t)PseudoProbeType::DirectCall
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: (uint32_t)PseudoProbeType::IndirectCall;
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AssignDebugLoc(Call);
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if (auto DIL = Call->getDebugLoc()) {
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// Levarge the 32-bit discriminator field of debug data to store the ID
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// and type of a callsite probe. This gets rid of the dependency on
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// plumbing a customized metadata through the codegen pipeline.
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uint32_t V = PseudoProbeDwarfDiscriminator::packProbeData(
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Index, Type, 0,
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PseudoProbeDwarfDiscriminator::FullDistributionFactor);
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DIL = DIL->cloneWithDiscriminator(V);
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Call->setDebugLoc(DIL);
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}
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}
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// Create module-level metadata that contains function info necessary to
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// synthesize probe-based sample counts, which are
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// - FunctionGUID
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// - FunctionHash.
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// - FunctionName
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auto Hash = getFunctionHash();
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auto *MD = MDB.createPseudoProbeDesc(Guid, Hash, FName);
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auto *NMD = M->getNamedMetadata(PseudoProbeDescMetadataName);
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assert(NMD && "llvm.pseudo_probe_desc should be pre-created");
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NMD->addOperand(MD);
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// Preserve a comdat group to hold all probes materialized later. This
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// allows that when the function is considered dead and removed, the
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// materialized probes are disposed too.
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// Imported functions are defined in another module. They do not need
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// the following handling since same care will be taken for them in their
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// original module. The pseudo probes inserted into an imported functions
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// above will naturally not be emitted since the imported function is free
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// from object emission. However they will be emitted together with the
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// inliner functions that the imported function is inlined into. We are not
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// creating a comdat group for an import function since it's useless anyway.
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if (!F.isDeclarationForLinker()) {
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if (TM) {
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auto Triple = TM->getTargetTriple();
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if (Triple.supportsCOMDAT() && TM->getFunctionSections())
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getOrCreateFunctionComdat(F, Triple);
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}
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}
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}
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PreservedAnalyses SampleProfileProbePass::run(Module &M,
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ModuleAnalysisManager &AM) {
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auto ModuleId = getUniqueModuleId(&M);
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// Create the pseudo probe desc metadata beforehand.
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// Note that modules with only data but no functions will require this to
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// be set up so that they will be known as probed later.
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M.getOrInsertNamedMetadata(PseudoProbeDescMetadataName);
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for (auto &F : M) {
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if (F.isDeclaration())
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continue;
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SampleProfileProber ProbeManager(F, ModuleId);
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ProbeManager.instrumentOneFunc(F, TM);
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}
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return PreservedAnalyses::none();
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}
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void PseudoProbeUpdatePass::runOnFunction(Function &F,
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FunctionAnalysisManager &FAM) {
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BlockFrequencyInfo &BFI = FAM.getResult<BlockFrequencyAnalysis>(F);
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auto BBProfileCount = [&BFI](BasicBlock *BB) {
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return BFI.getBlockProfileCount(BB).value_or(0);
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};
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// Collect the sum of execution weight for each probe.
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ProbeFactorMap ProbeFactors;
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for (auto &Block : F) {
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for (auto &I : Block) {
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if (std::optional<PseudoProbe> Probe = extractProbe(I)) {
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uint64_t Hash = computeCallStackHash(I);
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ProbeFactors[{Probe->Id, Hash}] += BBProfileCount(&Block);
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}
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}
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}
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// Fix up over-counted probes.
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for (auto &Block : F) {
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for (auto &I : Block) {
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if (std::optional<PseudoProbe> Probe = extractProbe(I)) {
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uint64_t Hash = computeCallStackHash(I);
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float Sum = ProbeFactors[{Probe->Id, Hash}];
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if (Sum != 0)
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setProbeDistributionFactor(I, BBProfileCount(&Block) / Sum);
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}
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}
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}
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}
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PreservedAnalyses PseudoProbeUpdatePass::run(Module &M,
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ModuleAnalysisManager &AM) {
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if (UpdatePseudoProbe) {
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for (auto &F : M) {
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if (F.isDeclaration())
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continue;
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FunctionAnalysisManager &FAM =
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AM.getResult<FunctionAnalysisManagerModuleProxy>(M).getManager();
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runOnFunction(F, FAM);
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}
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}
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return PreservedAnalyses::none();
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}
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