//===- InlineOrder.cpp - Inlining order abstraction -*- 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 // //===----------------------------------------------------------------------===// #include "llvm/Analysis/InlineOrder.h" #include "llvm/Analysis/AssumptionCache.h" #include "llvm/Analysis/BlockFrequencyInfo.h" #include "llvm/Analysis/GlobalsModRef.h" #include "llvm/Analysis/InlineAdvisor.h" #include "llvm/Analysis/InlineCost.h" #include "llvm/Analysis/OptimizationRemarkEmitter.h" #include "llvm/Analysis/ProfileSummaryInfo.h" #include "llvm/Analysis/TargetLibraryInfo.h" #include "llvm/Analysis/TargetTransformInfo.h" #include "llvm/Support/CommandLine.h" using namespace llvm; #define DEBUG_TYPE "inline-order" enum class InlinePriorityMode : int { Size, Cost, CostBenefit, ML }; static cl::opt UseInlinePriority( "inline-priority-mode", cl::init(InlinePriorityMode::Size), cl::Hidden, cl::desc("Choose the priority mode to use in module inline"), cl::values(clEnumValN(InlinePriorityMode::Size, "size", "Use callee size priority."), clEnumValN(InlinePriorityMode::Cost, "cost", "Use inline cost priority."), clEnumValN(InlinePriorityMode::CostBenefit, "cost-benefit", "Use cost-benefit ratio."), clEnumValN(InlinePriorityMode::ML, "ml", "Use ML."))); static cl::opt ModuleInlinerTopPriorityThreshold( "moudle-inliner-top-priority-threshold", cl::Hidden, cl::init(0), cl::desc("The cost threshold for call sites that get inlined without the " "cost-benefit analysis")); namespace { llvm::InlineCost getInlineCostWrapper(CallBase &CB, FunctionAnalysisManager &FAM, const InlineParams &Params) { Function &Caller = *CB.getCaller(); ProfileSummaryInfo *PSI = FAM.getResult(Caller) .getCachedResult( *CB.getParent()->getParent()->getParent()); auto &ORE = FAM.getResult(Caller); auto GetAssumptionCache = [&](Function &F) -> AssumptionCache & { return FAM.getResult(F); }; auto GetBFI = [&](Function &F) -> BlockFrequencyInfo & { return FAM.getResult(F); }; auto GetTLI = [&](Function &F) -> const TargetLibraryInfo & { return FAM.getResult(F); }; Function &Callee = *CB.getCalledFunction(); auto &CalleeTTI = FAM.getResult(Callee); bool RemarksEnabled = Callee.getContext().getDiagHandlerPtr()->isMissedOptRemarkEnabled( DEBUG_TYPE); return getInlineCost(CB, Params, CalleeTTI, GetAssumptionCache, GetTLI, GetBFI, PSI, RemarksEnabled ? &ORE : nullptr); } class SizePriority { public: SizePriority() = default; SizePriority(const CallBase *CB, FunctionAnalysisManager &, const InlineParams &) { Function *Callee = CB->getCalledFunction(); Size = Callee->getInstructionCount(); } static bool isMoreDesirable(const SizePriority &P1, const SizePriority &P2) { return P1.Size < P2.Size; } private: unsigned Size = UINT_MAX; }; class CostPriority { public: CostPriority() = default; CostPriority(const CallBase *CB, FunctionAnalysisManager &FAM, const InlineParams &Params) { auto IC = getInlineCostWrapper(const_cast(*CB), FAM, Params); if (IC.isVariable()) Cost = IC.getCost(); else Cost = IC.isNever() ? INT_MAX : INT_MIN; } static bool isMoreDesirable(const CostPriority &P1, const CostPriority &P2) { return P1.Cost < P2.Cost; } private: int Cost = INT_MAX; }; class CostBenefitPriority { public: CostBenefitPriority() = default; CostBenefitPriority(const CallBase *CB, FunctionAnalysisManager &FAM, const InlineParams &Params) { auto IC = getInlineCostWrapper(const_cast(*CB), FAM, Params); Cost = IC.getCost(); StaticBonusApplied = IC.getStaticBonusApplied(); CostBenefit = IC.getCostBenefit(); } static bool isMoreDesirable(const CostBenefitPriority &P1, const CostBenefitPriority &P2) { // We prioritize call sites in the dictionary order of the following // priorities: // // 1. Those call sites that are expected to reduce the caller size when // inlined. Within them, we prioritize those call sites with bigger // reduction. // // 2. Those call sites that have gone through the cost-benefit analysis. // Currently, they are limited to hot call sites. Within them, we // prioritize those call sites with higher benefit-to-cost ratios. // // 3. Remaining call sites are prioritized according to their costs. // We add back StaticBonusApplied to determine whether we expect the caller // to shrink (even if we don't delete the callee). bool P1ReducesCallerSize = P1.Cost + P1.StaticBonusApplied < ModuleInlinerTopPriorityThreshold; bool P2ReducesCallerSize = P2.Cost + P2.StaticBonusApplied < ModuleInlinerTopPriorityThreshold; if (P1ReducesCallerSize || P2ReducesCallerSize) { // If one reduces the caller size while the other doesn't, then return // true iff P1 reduces the caller size. if (P1ReducesCallerSize != P2ReducesCallerSize) return P1ReducesCallerSize; // If they both reduce the caller size, pick the one with the smaller // cost. return P1.Cost < P2.Cost; } bool P1HasCB = P1.CostBenefit.has_value(); bool P2HasCB = P2.CostBenefit.has_value(); if (P1HasCB || P2HasCB) { // If one has undergone the cost-benefit analysis while the other hasn't, // then return true iff P1 has. if (P1HasCB != P2HasCB) return P1HasCB; // If they have undergone the cost-benefit analysis, then pick the one // with a higher benefit-to-cost ratio. APInt LHS = P1.CostBenefit->getBenefit() * P2.CostBenefit->getCost(); APInt RHS = P2.CostBenefit->getBenefit() * P1.CostBenefit->getCost(); return LHS.ugt(RHS); } // Remaining call sites are ordered according to their costs. return P1.Cost < P2.Cost; } private: int Cost = INT_MAX; int StaticBonusApplied = 0; std::optional CostBenefit; }; class MLPriority { public: MLPriority() = default; MLPriority(const CallBase *CB, FunctionAnalysisManager &FAM, const InlineParams &Params) { auto IC = getInlineCostWrapper(const_cast(*CB), FAM, Params); if (IC.isVariable()) Cost = IC.getCost(); else Cost = IC.isNever() ? INT_MAX : INT_MIN; } static bool isMoreDesirable(const MLPriority &P1, const MLPriority &P2) { return P1.Cost < P2.Cost; } private: int Cost = INT_MAX; }; template class PriorityInlineOrder : public InlineOrder> { using T = std::pair; bool hasLowerPriority(const CallBase *L, const CallBase *R) const { const auto I1 = Priorities.find(L); const auto I2 = Priorities.find(R); assert(I1 != Priorities.end() && I2 != Priorities.end()); return PriorityT::isMoreDesirable(I2->second, I1->second); } bool updateAndCheckDecreased(const CallBase *CB) { auto It = Priorities.find(CB); const auto OldPriority = It->second; It->second = PriorityT(CB, FAM, Params); const auto NewPriority = It->second; return PriorityT::isMoreDesirable(OldPriority, NewPriority); } // A call site could become less desirable for inlining because of the size // growth from prior inlining into the callee. This method is used to lazily // update the desirability of a call site if it's decreasing. It is only // called on pop() or front(), not every time the desirability changes. When // the desirability of the front call site decreases, an updated one would be // pushed right back into the heap. For simplicity, those cases where // the desirability of a call site increases are ignored here. void adjust() { while (updateAndCheckDecreased(Heap.front())) { std::pop_heap(Heap.begin(), Heap.end(), isLess); std::push_heap(Heap.begin(), Heap.end(), isLess); } } public: PriorityInlineOrder(FunctionAnalysisManager &FAM, const InlineParams &Params) : FAM(FAM), Params(Params) { isLess = [&](const CallBase *L, const CallBase *R) { return hasLowerPriority(L, R); }; } size_t size() override { return Heap.size(); } void push(const T &Elt) override { CallBase *CB = Elt.first; const int InlineHistoryID = Elt.second; Heap.push_back(CB); Priorities[CB] = PriorityT(CB, FAM, Params); std::push_heap(Heap.begin(), Heap.end(), isLess); InlineHistoryMap[CB] = InlineHistoryID; } T pop() override { assert(size() > 0); adjust(); CallBase *CB = Heap.front(); T Result = std::make_pair(CB, InlineHistoryMap[CB]); InlineHistoryMap.erase(CB); std::pop_heap(Heap.begin(), Heap.end(), isLess); Heap.pop_back(); return Result; } void erase_if(function_ref Pred) override { auto PredWrapper = [=](CallBase *CB) -> bool { return Pred(std::make_pair(CB, 0)); }; llvm::erase_if(Heap, PredWrapper); std::make_heap(Heap.begin(), Heap.end(), isLess); } private: SmallVector Heap; std::function isLess; DenseMap InlineHistoryMap; DenseMap Priorities; FunctionAnalysisManager &FAM; const InlineParams &Params; }; } // namespace std::unique_ptr>> llvm::getInlineOrder(FunctionAnalysisManager &FAM, const InlineParams &Params) { switch (UseInlinePriority) { case InlinePriorityMode::Size: LLVM_DEBUG(dbgs() << " Current used priority: Size priority ---- \n"); return std::make_unique>(FAM, Params); case InlinePriorityMode::Cost: LLVM_DEBUG(dbgs() << " Current used priority: Cost priority ---- \n"); return std::make_unique>(FAM, Params); case InlinePriorityMode::CostBenefit: LLVM_DEBUG( dbgs() << " Current used priority: cost-benefit priority ---- \n"); return std::make_unique>(FAM, Params); case InlinePriorityMode::ML: LLVM_DEBUG( dbgs() << " Current used priority: ML priority ---- \n"); return std::make_unique>(FAM, Params); } return nullptr; }