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- //===- 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<InlinePriorityMode> 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<int> 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<ModuleAnalysisManagerFunctionProxy>(Caller)
- .getCachedResult<ProfileSummaryAnalysis>(
- *CB.getParent()->getParent()->getParent());
- auto &ORE = FAM.getResult<OptimizationRemarkEmitterAnalysis>(Caller);
- auto GetAssumptionCache = [&](Function &F) -> AssumptionCache & {
- return FAM.getResult<AssumptionAnalysis>(F);
- };
- auto GetBFI = [&](Function &F) -> BlockFrequencyInfo & {
- return FAM.getResult<BlockFrequencyAnalysis>(F);
- };
- auto GetTLI = [&](Function &F) -> const TargetLibraryInfo & {
- return FAM.getResult<TargetLibraryAnalysis>(F);
- };
- Function &Callee = *CB.getCalledFunction();
- auto &CalleeTTI = FAM.getResult<TargetIRAnalysis>(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<CallBase &>(*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<CallBase &>(*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<CostBenefitPair> CostBenefit;
- };
- class MLPriority {
- public:
- MLPriority() = default;
- MLPriority(const CallBase *CB, FunctionAnalysisManager &FAM,
- const InlineParams &Params) {
- auto IC = getInlineCostWrapper(const_cast<CallBase &>(*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 <typename PriorityT>
- class PriorityInlineOrder : public InlineOrder<std::pair<CallBase *, int>> {
- using T = std::pair<CallBase *, int>;
- 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<bool(T)> 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<CallBase *, 16> Heap;
- std::function<bool(const CallBase *L, const CallBase *R)> isLess;
- DenseMap<CallBase *, int> InlineHistoryMap;
- DenseMap<const CallBase *, PriorityT> Priorities;
- FunctionAnalysisManager &FAM;
- const InlineParams &Params;
- };
- } // namespace
- std::unique_ptr<InlineOrder<std::pair<CallBase *, int>>>
- 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<PriorityInlineOrder<SizePriority>>(FAM, Params);
- case InlinePriorityMode::Cost:
- LLVM_DEBUG(dbgs() << " Current used priority: Cost priority ---- \n");
- return std::make_unique<PriorityInlineOrder<CostPriority>>(FAM, Params);
- case InlinePriorityMode::CostBenefit:
- LLVM_DEBUG(
- dbgs() << " Current used priority: cost-benefit priority ---- \n");
- return std::make_unique<PriorityInlineOrder<CostBenefitPriority>>(FAM, Params);
- case InlinePriorityMode::ML:
- LLVM_DEBUG(
- dbgs() << " Current used priority: ML priority ---- \n");
- return std::make_unique<PriorityInlineOrder<MLPriority>>(FAM, Params);
- }
- return nullptr;
- }
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