//===- InlineAdvisor.h - Inlining decision making 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 // //===----------------------------------------------------------------------===// // #ifndef LLVM_ANALYSIS_INLINEADVISOR_H #define LLVM_ANALYSIS_INLINEADVISOR_H #include "llvm/Analysis/InlineCost.h" #include "llvm/Config/llvm-config.h" #include "llvm/IR/PassManager.h" #include "llvm/Analysis/Utils/ImportedFunctionsInliningStatistics.h" #include #include namespace llvm { class BasicBlock; class CallBase; class Function; class Module; class OptimizationRemarkEmitter; /// There are 3 scenarios we can use the InlineAdvisor: /// - Default - use manual heuristics. /// /// - Release mode, the expected mode for production, day to day deployments. /// In this mode, when building the compiler, we also compile a pre-trained ML /// model to native code, and link it as a static library. This mode has low /// overhead and no additional dependencies for the compiler runtime. /// /// - Development mode, for training new models. /// In this mode, we trade off runtime performance for flexibility. This mode /// requires the full C Tensorflow API library, and evaluates models /// dynamically. This mode also permits generating training logs, for offline /// training. enum class InliningAdvisorMode : int { Default, Release, Development }; class InlineAdvisor; /// Capture state between an inlining decision having had been made, and /// its impact being observable. When collecting model training data, this /// allows recording features/decisions/partial reward data sets. /// /// Derivations of this type are expected to be tightly coupled with their /// InliningAdvisors. The base type implements the minimal contractual /// obligations. class InlineAdvice { public: InlineAdvice(InlineAdvisor *Advisor, CallBase &CB, OptimizationRemarkEmitter &ORE, bool IsInliningRecommended); InlineAdvice(InlineAdvice &&) = delete; InlineAdvice(const InlineAdvice &) = delete; virtual ~InlineAdvice() { assert(Recorded && "InlineAdvice should have been informed of the " "inliner's decision in all cases"); } /// Exactly one of the record* APIs must be called. Implementers may extend /// behavior by implementing the corresponding record*Impl. /// /// Call after inlining succeeded, and did not result in deleting the callee. void recordInlining(); /// Call after inlining succeeded, and resulted in deleting the callee. void recordInliningWithCalleeDeleted(); /// Call after the decision for a call site was to not inline. void recordUnsuccessfulInlining(const InlineResult &Result) { markRecorded(); recordUnsuccessfulInliningImpl(Result); } /// Call to indicate inlining was not attempted. void recordUnattemptedInlining() { markRecorded(); recordUnattemptedInliningImpl(); } /// Get the inlining recommendation. bool isInliningRecommended() const { return IsInliningRecommended; } const DebugLoc &getOriginalCallSiteDebugLoc() const { return DLoc; } const BasicBlock *getOriginalCallSiteBasicBlock() const { return Block; } protected: virtual void recordInliningImpl() {} virtual void recordInliningWithCalleeDeletedImpl() {} virtual void recordUnsuccessfulInliningImpl(const InlineResult &Result) {} virtual void recordUnattemptedInliningImpl() {} InlineAdvisor *const Advisor; /// Caller and Callee are pre-inlining. Function *const Caller; Function *const Callee; // Capture the context of CB before inlining, as a successful inlining may // change that context, and we want to report success or failure in the // original context. const DebugLoc DLoc; const BasicBlock *const Block; OptimizationRemarkEmitter &ORE; const bool IsInliningRecommended; private: void markRecorded() { assert(!Recorded && "Recording should happen exactly once"); Recorded = true; } void recordInlineStatsIfNeeded(); bool Recorded = false; }; class DefaultInlineAdvice : public InlineAdvice { public: DefaultInlineAdvice(InlineAdvisor *Advisor, CallBase &CB, Optional OIC, OptimizationRemarkEmitter &ORE, bool EmitRemarks = true) : InlineAdvice(Advisor, CB, ORE, OIC.hasValue()), OriginalCB(&CB), OIC(OIC), EmitRemarks(EmitRemarks) {} private: void recordUnsuccessfulInliningImpl(const InlineResult &Result) override; void recordInliningWithCalleeDeletedImpl() override; void recordInliningImpl() override; private: CallBase *const OriginalCB; Optional OIC; bool EmitRemarks; }; /// Interface for deciding whether to inline a call site or not. class InlineAdvisor { public: InlineAdvisor(InlineAdvisor &&) = delete; virtual ~InlineAdvisor(); /// Get an InlineAdvice containing a recommendation on whether to /// inline or not. \p CB is assumed to be a direct call. \p FAM is assumed to /// be up-to-date wrt previous inlining decisions. \p MandatoryOnly indicates /// only mandatory (always-inline) call sites should be recommended - this /// allows the InlineAdvisor track such inlininings. /// Returns an InlineAdvice with the inlining recommendation. std::unique_ptr getAdvice(CallBase &CB, bool MandatoryOnly = false); /// This must be called when the Inliner pass is entered, to allow the /// InlineAdvisor update internal state, as result of function passes run /// between Inliner pass runs (for the same module). virtual void onPassEntry() {} /// This must be called when the Inliner pass is exited, as function passes /// may be run subsequently. This allows an implementation of InlineAdvisor /// to prepare for a partial update. virtual void onPassExit() {} protected: InlineAdvisor(Module &M, FunctionAnalysisManager &FAM); virtual std::unique_ptr getAdviceImpl(CallBase &CB) = 0; virtual std::unique_ptr getMandatoryAdvice(CallBase &CB, bool Advice); Module &M; FunctionAnalysisManager &FAM; std::unique_ptr ImportedFunctionsStats; /// We may want to defer deleting functions to after the inlining for a whole /// module has finished. This allows us to reliably use function pointers as /// unique identifiers, as an efficient implementation detail of the /// InlineAdvisor. Otherwise, it is possible the memory allocator /// re-allocate Function objects at the same address of a deleted Function; /// and Functions are potentially created during the function passes called /// after each SCC inlining (e.g. argument promotion does that). void freeDeletedFunctions(); bool isFunctionDeleted(const Function *F) const { return DeletedFunctions.count(F); } enum class MandatoryInliningKind { NotMandatory, Always, Never }; static MandatoryInliningKind getMandatoryKind(CallBase &CB, FunctionAnalysisManager &FAM, OptimizationRemarkEmitter &ORE); OptimizationRemarkEmitter &getCallerORE(CallBase &CB); private: friend class InlineAdvice; void markFunctionAsDeleted(Function *F); std::unordered_set DeletedFunctions; }; /// The default (manual heuristics) implementation of the InlineAdvisor. This /// implementation does not need to keep state between inliner pass runs, and is /// reusable as-is for inliner pass test scenarios, as well as for regular use. class DefaultInlineAdvisor : public InlineAdvisor { public: DefaultInlineAdvisor(Module &M, FunctionAnalysisManager &FAM, InlineParams Params) : InlineAdvisor(M, FAM), Params(Params) {} private: std::unique_ptr getAdviceImpl(CallBase &CB) override; void onPassExit() override { freeDeletedFunctions(); } InlineParams Params; }; /// The InlineAdvisorAnalysis is a module pass because the InlineAdvisor /// needs to capture state right before inlining commences over a module. class InlineAdvisorAnalysis : public AnalysisInfoMixin { public: static AnalysisKey Key; InlineAdvisorAnalysis() = default; struct Result { Result(Module &M, ModuleAnalysisManager &MAM) : M(M), MAM(MAM) {} bool invalidate(Module &, const PreservedAnalyses &, ModuleAnalysisManager::Invalidator &) { // InlineAdvisor must be preserved across analysis invalidations. return false; } bool tryCreate(InlineParams Params, InliningAdvisorMode Mode, StringRef ReplayFile); InlineAdvisor *getAdvisor() const { return Advisor.get(); } void clear() { Advisor.reset(); } private: Module &M; ModuleAnalysisManager &MAM; std::unique_ptr Advisor; }; Result run(Module &M, ModuleAnalysisManager &MAM) { return Result(M, MAM); } }; #ifdef LLVM_HAVE_TF_AOT std::unique_ptr getReleaseModeAdvisor(Module &M, ModuleAnalysisManager &MAM); #endif #ifdef LLVM_HAVE_TF_API std::unique_ptr getDevelopmentModeAdvisor(Module &M, ModuleAnalysisManager &MAM, std::function GetDefaultAdvice); #endif // Default (manual policy) decision making helper APIs. Shared with the legacy // pass manager inliner. /// Return the cost only if the inliner should attempt to inline at the given /// CallSite. If we return the cost, we will emit an optimisation remark later /// using that cost, so we won't do so from this function. Return None if /// inlining should not be attempted. Optional shouldInline(CallBase &CB, function_ref GetInlineCost, OptimizationRemarkEmitter &ORE, bool EnableDeferral = true); /// Emit ORE message. void emitInlinedInto(OptimizationRemarkEmitter &ORE, DebugLoc DLoc, const BasicBlock *Block, const Function &Callee, const Function &Caller, const InlineCost &IC, bool ForProfileContext = false, const char *PassName = nullptr); /// get call site location as string std::string getCallSiteLocation(DebugLoc DLoc); /// Add location info to ORE message. void addLocationToRemarks(OptimizationRemark &Remark, DebugLoc DLoc); /// Set the inline-remark attribute. void setInlineRemark(CallBase &CB, StringRef Message); /// Utility for extracting the inline cost message to a string. std::string inlineCostStr(const InlineCost &IC); } // namespace llvm #endif // LLVM_ANALYSIS_INLINEADVISOR_H