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| 14 | pmbaty | 1 | //===- InlineAdvisor.h - Inlining decision making abstraction -*- C++ ---*-===// |
| 2 | // |
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| 3 | // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. |
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| 4 | // See https://llvm.org/LICENSE.txt for license information. |
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| 5 | // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception |
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| 6 | // |
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| 7 | //===----------------------------------------------------------------------===// |
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| 8 | // |
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| 9 | #ifndef LLVM_ANALYSIS_INLINEADVISOR_H |
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| 10 | #define LLVM_ANALYSIS_INLINEADVISOR_H |
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| 11 | |||
| 12 | #include "llvm/Analysis/CGSCCPassManager.h" |
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| 13 | #include "llvm/Analysis/InlineCost.h" |
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| 14 | #include "llvm/Analysis/LazyCallGraph.h" |
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| 15 | #include "llvm/Config/llvm-config.h" |
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| 16 | #include "llvm/IR/PassManager.h" |
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| 17 | #include <memory> |
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| 18 | |||
| 19 | namespace llvm { |
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| 20 | class BasicBlock; |
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| 21 | class CallBase; |
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| 22 | class Function; |
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| 23 | class Module; |
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| 24 | class OptimizationRemark; |
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| 25 | class ImportedFunctionsInliningStatistics; |
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| 26 | class OptimizationRemarkEmitter; |
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| 27 | struct ReplayInlinerSettings; |
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| 28 | |||
| 29 | /// There are 4 scenarios we can use the InlineAdvisor: |
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| 30 | /// - Default - use manual heuristics. |
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| 31 | /// |
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| 32 | /// - Release mode, the expected mode for production, day to day deployments. |
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| 33 | /// In this mode, when building the compiler, we also compile a pre-trained ML |
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| 34 | /// model to native code, and link it as a static library. This mode has low |
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| 35 | /// overhead and no additional dependencies for the compiler runtime. |
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| 36 | /// |
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| 37 | /// - Development mode, for training new models. |
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| 38 | /// In this mode, we trade off runtime performance for flexibility. This mode |
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| 39 | /// requires the full C Tensorflow API library, and evaluates models |
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| 40 | /// dynamically. This mode also permits generating training logs, for offline |
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| 41 | /// training. |
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| 42 | /// |
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| 43 | /// - Dynamically load an advisor via a plugin (PluginInlineAdvisorAnalysis) |
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| 44 | enum class InliningAdvisorMode : int { Default, Release, Development }; |
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| 45 | |||
| 46 | // Each entry represents an inline driver. |
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| 47 | enum class InlinePass : int { |
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| 48 | AlwaysInliner, |
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| 49 | CGSCCInliner, |
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| 50 | EarlyInliner, |
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| 51 | ModuleInliner, |
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| 52 | MLInliner, |
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| 53 | ReplayCGSCCInliner, |
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| 54 | ReplaySampleProfileInliner, |
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| 55 | SampleProfileInliner, |
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| 56 | }; |
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| 57 | |||
| 58 | /// Provides context on when an inline advisor is constructed in the pipeline |
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| 59 | /// (e.g., link phase, inline driver). |
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| 60 | struct InlineContext { |
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| 61 | ThinOrFullLTOPhase LTOPhase; |
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| 62 | |||
| 63 | InlinePass Pass; |
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| 64 | }; |
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| 65 | |||
| 66 | std::string AnnotateInlinePassName(InlineContext IC); |
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| 67 | |||
| 68 | class InlineAdvisor; |
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| 69 | /// Capture state between an inlining decision having had been made, and |
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| 70 | /// its impact being observable. When collecting model training data, this |
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| 71 | /// allows recording features/decisions/partial reward data sets. |
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| 72 | /// |
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| 73 | /// Derivations of this type are expected to be tightly coupled with their |
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| 74 | /// InliningAdvisors. The base type implements the minimal contractual |
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| 75 | /// obligations. |
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| 76 | class InlineAdvice { |
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| 77 | public: |
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| 78 | InlineAdvice(InlineAdvisor *Advisor, CallBase &CB, |
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| 79 | OptimizationRemarkEmitter &ORE, bool IsInliningRecommended); |
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| 80 | |||
| 81 | InlineAdvice(InlineAdvice &&) = delete; |
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| 82 | InlineAdvice(const InlineAdvice &) = delete; |
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| 83 | virtual ~InlineAdvice() { |
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| 84 | assert(Recorded && "InlineAdvice should have been informed of the " |
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| 85 | "inliner's decision in all cases"); |
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| 86 | } |
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| 87 | |||
| 88 | /// Exactly one of the record* APIs must be called. Implementers may extend |
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| 89 | /// behavior by implementing the corresponding record*Impl. |
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| 90 | /// |
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| 91 | /// Call after inlining succeeded, and did not result in deleting the callee. |
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| 92 | void recordInlining(); |
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| 93 | |||
| 94 | /// Call after inlining succeeded, and results in the callee being |
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| 95 | /// delete-able, meaning, it has no more users, and will be cleaned up |
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| 96 | /// subsequently. |
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| 97 | void recordInliningWithCalleeDeleted(); |
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| 98 | |||
| 99 | /// Call after the decision for a call site was to not inline. |
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| 100 | void recordUnsuccessfulInlining(const InlineResult &Result) { |
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| 101 | markRecorded(); |
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| 102 | recordUnsuccessfulInliningImpl(Result); |
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| 103 | } |
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| 104 | |||
| 105 | /// Call to indicate inlining was not attempted. |
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| 106 | void recordUnattemptedInlining() { |
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| 107 | markRecorded(); |
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| 108 | recordUnattemptedInliningImpl(); |
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| 109 | } |
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| 110 | |||
| 111 | /// Get the inlining recommendation. |
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| 112 | bool isInliningRecommended() const { return IsInliningRecommended; } |
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| 113 | const DebugLoc &getOriginalCallSiteDebugLoc() const { return DLoc; } |
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| 114 | const BasicBlock *getOriginalCallSiteBasicBlock() const { return Block; } |
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| 115 | |||
| 116 | protected: |
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| 117 | virtual void recordInliningImpl() {} |
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| 118 | virtual void recordInliningWithCalleeDeletedImpl() {} |
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| 119 | virtual void recordUnsuccessfulInliningImpl(const InlineResult &Result) {} |
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| 120 | virtual void recordUnattemptedInliningImpl() {} |
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| 121 | |||
| 122 | InlineAdvisor *const Advisor; |
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| 123 | /// Caller and Callee are pre-inlining. |
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| 124 | Function *const Caller; |
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| 125 | Function *const Callee; |
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| 126 | |||
| 127 | // Capture the context of CB before inlining, as a successful inlining may |
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| 128 | // change that context, and we want to report success or failure in the |
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| 129 | // original context. |
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| 130 | const DebugLoc DLoc; |
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| 131 | const BasicBlock *const Block; |
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| 132 | OptimizationRemarkEmitter &ORE; |
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| 133 | const bool IsInliningRecommended; |
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| 134 | |||
| 135 | private: |
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| 136 | void markRecorded() { |
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| 137 | assert(!Recorded && "Recording should happen exactly once"); |
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| 138 | Recorded = true; |
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| 139 | } |
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| 140 | void recordInlineStatsIfNeeded(); |
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| 141 | |||
| 142 | bool Recorded = false; |
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| 143 | }; |
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| 144 | |||
| 145 | class DefaultInlineAdvice : public InlineAdvice { |
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| 146 | public: |
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| 147 | DefaultInlineAdvice(InlineAdvisor *Advisor, CallBase &CB, |
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| 148 | std::optional<InlineCost> OIC, |
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| 149 | OptimizationRemarkEmitter &ORE, bool EmitRemarks = true) |
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| 150 | : InlineAdvice(Advisor, CB, ORE, OIC.has_value()), OriginalCB(&CB), |
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| 151 | OIC(OIC), EmitRemarks(EmitRemarks) {} |
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| 152 | |||
| 153 | private: |
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| 154 | void recordUnsuccessfulInliningImpl(const InlineResult &Result) override; |
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| 155 | void recordInliningWithCalleeDeletedImpl() override; |
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| 156 | void recordInliningImpl() override; |
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| 157 | |||
| 158 | private: |
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| 159 | CallBase *const OriginalCB; |
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| 160 | std::optional<InlineCost> OIC; |
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| 161 | bool EmitRemarks; |
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| 162 | }; |
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| 163 | |||
| 164 | /// Interface for deciding whether to inline a call site or not. |
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| 165 | class InlineAdvisor { |
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| 166 | public: |
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| 167 | InlineAdvisor(InlineAdvisor &&) = delete; |
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| 168 | virtual ~InlineAdvisor(); |
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| 169 | |||
| 170 | /// Get an InlineAdvice containing a recommendation on whether to |
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| 171 | /// inline or not. \p CB is assumed to be a direct call. \p FAM is assumed to |
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| 172 | /// be up-to-date wrt previous inlining decisions. \p MandatoryOnly indicates |
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| 173 | /// only mandatory (always-inline) call sites should be recommended - this |
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| 174 | /// allows the InlineAdvisor track such inlininings. |
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| 175 | /// Returns: |
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| 176 | /// - An InlineAdvice with the inlining recommendation. |
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| 177 | /// - Null when no recommendation is made (https://reviews.llvm.org/D110658). |
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| 178 | /// TODO: Consider removing the Null return scenario by incorporating the |
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| 179 | /// SampleProfile inliner into an InlineAdvisor |
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| 180 | std::unique_ptr<InlineAdvice> getAdvice(CallBase &CB, |
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| 181 | bool MandatoryOnly = false); |
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| 182 | |||
| 183 | /// This must be called when the Inliner pass is entered, to allow the |
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| 184 | /// InlineAdvisor update internal state, as result of function passes run |
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| 185 | /// between Inliner pass runs (for the same module). |
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| 186 | virtual void onPassEntry(LazyCallGraph::SCC *SCC = nullptr) {} |
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| 187 | |||
| 188 | /// This must be called when the Inliner pass is exited, as function passes |
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| 189 | /// may be run subsequently. This allows an implementation of InlineAdvisor |
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| 190 | /// to prepare for a partial update, based on the optional SCC. |
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| 191 | virtual void onPassExit(LazyCallGraph::SCC *SCC = nullptr) {} |
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| 192 | |||
| 193 | /// Support for printer pass |
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| 194 | virtual void print(raw_ostream &OS) const { |
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| 195 | OS << "Unimplemented InlineAdvisor print\n"; |
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| 196 | } |
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| 197 | |||
| 198 | /// NOTE pass name is annotated only when inline advisor constructor provides InlineContext. |
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| 199 | const char *getAnnotatedInlinePassName() const { |
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| 200 | return AnnotatedInlinePassName.c_str(); |
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| 201 | } |
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| 202 | |||
| 203 | protected: |
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| 204 | InlineAdvisor(Module &M, FunctionAnalysisManager &FAM, |
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| 205 | std::optional<InlineContext> IC = std::nullopt); |
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| 206 | virtual std::unique_ptr<InlineAdvice> getAdviceImpl(CallBase &CB) = 0; |
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| 207 | virtual std::unique_ptr<InlineAdvice> getMandatoryAdvice(CallBase &CB, |
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| 208 | bool Advice); |
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| 209 | |||
| 210 | Module &M; |
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| 211 | FunctionAnalysisManager &FAM; |
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| 212 | const std::optional<InlineContext> IC; |
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| 213 | const std::string AnnotatedInlinePassName; |
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| 214 | std::unique_ptr<ImportedFunctionsInliningStatistics> ImportedFunctionsStats; |
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| 215 | |||
| 216 | enum class MandatoryInliningKind { NotMandatory, Always, Never }; |
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| 217 | |||
| 218 | static MandatoryInliningKind getMandatoryKind(CallBase &CB, |
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| 219 | FunctionAnalysisManager &FAM, |
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| 220 | OptimizationRemarkEmitter &ORE); |
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| 221 | |||
| 222 | OptimizationRemarkEmitter &getCallerORE(CallBase &CB); |
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| 223 | |||
| 224 | private: |
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| 225 | friend class InlineAdvice; |
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| 226 | }; |
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| 227 | |||
| 228 | /// The default (manual heuristics) implementation of the InlineAdvisor. This |
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| 229 | /// implementation does not need to keep state between inliner pass runs, and is |
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| 230 | /// reusable as-is for inliner pass test scenarios, as well as for regular use. |
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| 231 | class DefaultInlineAdvisor : public InlineAdvisor { |
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| 232 | public: |
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| 233 | DefaultInlineAdvisor(Module &M, FunctionAnalysisManager &FAM, |
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| 234 | InlineParams Params, InlineContext IC) |
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| 235 | : InlineAdvisor(M, FAM, IC), Params(Params) {} |
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| 236 | |||
| 237 | private: |
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| 238 | std::unique_ptr<InlineAdvice> getAdviceImpl(CallBase &CB) override; |
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| 239 | |||
| 240 | InlineParams Params; |
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| 241 | }; |
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| 242 | |||
| 243 | /// Used for dynamically registering InlineAdvisors as plugins |
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| 244 | /// |
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| 245 | /// An advisor plugin adds a new advisor at runtime by registering an instance |
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| 246 | /// of PluginInlineAdvisorAnalysis in the current ModuleAnalysisManager. |
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| 247 | /// For example, the following code dynamically registers a |
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| 248 | /// DefaultInlineAdvisor: |
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| 249 | /// |
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| 250 | /// namespace { |
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| 251 | /// |
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| 252 | /// InlineAdvisor *defaultAdvisorFactory(Module &M, FunctionAnalysisManager |
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| 253 | /// &FAM, |
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| 254 | /// InlineParams Params, InlineContext IC) |
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| 255 | /// { |
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| 256 | /// return new DefaultInlineAdvisor(M, FAM, Params, IC); |
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| 257 | /// } |
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| 258 | /// |
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| 259 | /// struct DefaultDynamicAdvisor : PassInfoMixin<DefaultDynamicAdvisor> { |
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| 260 | /// PreservedAnalyses run(Module &, ModuleAnalysisManager &MAM) { |
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| 261 | /// PluginInlineAdvisorAnalysis PA(defaultAdvisorFactory); |
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| 262 | /// MAM.registerPass([&] { return PA; }); |
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| 263 | /// return PreservedAnalyses::all(); |
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| 264 | /// } |
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| 265 | /// }; |
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| 266 | /// |
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| 267 | /// } // namespace |
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| 268 | /// |
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| 269 | /// extern "C" LLVM_ATTRIBUTE_WEAK ::llvm::PassPluginLibraryInfo |
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| 270 | /// llvmGetPassPluginInfo() { |
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| 271 | /// return {LLVM_PLUGIN_API_VERSION, "DynamicDefaultAdvisor", |
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| 272 | /// LLVM_VERSION_STRING, |
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| 273 | /// [](PassBuilder &PB) { |
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| 274 | /// PB.registerPipelineStartEPCallback( |
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| 275 | /// [](ModulePassManager &MPM, OptimizationLevel Level) { |
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| 276 | /// MPM.addPass(DefaultDynamicAdvisor()); |
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| 277 | /// }); |
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| 278 | /// }}; |
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| 279 | /// } |
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| 280 | /// |
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| 281 | /// A plugin must implement an AdvisorFactory and register it with a |
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| 282 | /// PluginInlineAdvisorAnlysis to the provided ModuleanAlysisManager. |
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| 283 | /// |
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| 284 | /// If such a plugin has been registered |
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| 285 | /// InlineAdvisorAnalysis::Result::tryCreate will return the dynamically loaded |
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| 286 | /// advisor. |
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| 287 | /// |
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| 288 | class PluginInlineAdvisorAnalysis |
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| 289 | : public AnalysisInfoMixin<PluginInlineAdvisorAnalysis> { |
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| 290 | public: |
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| 291 | static AnalysisKey Key; |
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| 292 | static bool HasBeenRegistered; |
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| 293 | |||
| 294 | typedef InlineAdvisor *(*AdvisorFactory)(Module &M, |
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| 295 | FunctionAnalysisManager &FAM, |
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| 296 | InlineParams Params, |
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| 297 | InlineContext IC); |
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| 298 | |||
| 299 | PluginInlineAdvisorAnalysis(AdvisorFactory Factory) : Factory(Factory) { |
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| 300 | HasBeenRegistered = true; |
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| 301 | assert(Factory != nullptr && |
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| 302 | "The plugin advisor factory should not be a null pointer."); |
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| 303 | } |
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| 304 | |||
| 305 | struct Result { |
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| 306 | AdvisorFactory Factory; |
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| 307 | }; |
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| 308 | |||
| 309 | Result run(Module &M, ModuleAnalysisManager &MAM) { return {Factory}; } |
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| 310 | Result getResult() { return {Factory}; } |
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| 311 | |||
| 312 | private: |
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| 313 | AdvisorFactory Factory; |
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| 314 | }; |
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| 315 | |||
| 316 | /// The InlineAdvisorAnalysis is a module pass because the InlineAdvisor |
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| 317 | /// needs to capture state right before inlining commences over a module. |
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| 318 | class InlineAdvisorAnalysis : public AnalysisInfoMixin<InlineAdvisorAnalysis> { |
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| 319 | public: |
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| 320 | static AnalysisKey Key; |
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| 321 | InlineAdvisorAnalysis() = default; |
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| 322 | struct Result { |
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| 323 | Result(Module &M, ModuleAnalysisManager &MAM) : M(M), MAM(MAM) {} |
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| 324 | bool invalidate(Module &, const PreservedAnalyses &PA, |
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| 325 | ModuleAnalysisManager::Invalidator &) { |
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| 326 | // Check whether the analysis has been explicitly invalidated. Otherwise, |
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| 327 | // it's stateless and remains preserved. |
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| 328 | auto PAC = PA.getChecker<InlineAdvisorAnalysis>(); |
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| 329 | return !PAC.preservedWhenStateless(); |
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| 330 | } |
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| 331 | bool tryCreate(InlineParams Params, InliningAdvisorMode Mode, |
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| 332 | const ReplayInlinerSettings &ReplaySettings, |
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| 333 | InlineContext IC); |
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| 334 | InlineAdvisor *getAdvisor() const { return Advisor.get(); } |
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| 335 | |||
| 336 | private: |
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| 337 | Module &M; |
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| 338 | ModuleAnalysisManager &MAM; |
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| 339 | std::unique_ptr<InlineAdvisor> Advisor; |
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| 340 | }; |
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| 341 | |||
| 342 | Result run(Module &M, ModuleAnalysisManager &MAM) { return Result(M, MAM); } |
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| 343 | }; |
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| 344 | |||
| 345 | /// Printer pass for the FunctionPropertiesAnalysis results. |
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| 346 | class InlineAdvisorAnalysisPrinterPass |
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| 347 | : public PassInfoMixin<InlineAdvisorAnalysisPrinterPass> { |
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| 348 | raw_ostream &OS; |
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| 349 | |||
| 350 | public: |
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| 351 | explicit InlineAdvisorAnalysisPrinterPass(raw_ostream &OS) : OS(OS) {} |
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| 352 | |||
| 353 | PreservedAnalyses run(Module &M, ModuleAnalysisManager &MAM); |
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| 354 | |||
| 355 | PreservedAnalyses run(LazyCallGraph::SCC &InitialC, CGSCCAnalysisManager &AM, |
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| 356 | LazyCallGraph &CG, CGSCCUpdateResult &UR); |
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| 357 | }; |
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| 358 | |||
| 359 | std::unique_ptr<InlineAdvisor> |
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| 360 | getReleaseModeAdvisor(Module &M, ModuleAnalysisManager &MAM); |
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| 361 | |||
| 362 | std::unique_ptr<InlineAdvisor> |
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| 363 | getDevelopmentModeAdvisor(Module &M, ModuleAnalysisManager &MAM, |
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| 364 | std::function<bool(CallBase &)> GetDefaultAdvice); |
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| 365 | |||
| 366 | // Default (manual policy) decision making helper APIs. Shared with the legacy |
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| 367 | // pass manager inliner. |
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| 368 | |||
| 369 | /// Return the cost only if the inliner should attempt to inline at the given |
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| 370 | /// CallSite. If we return the cost, we will emit an optimisation remark later |
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| 371 | /// using that cost, so we won't do so from this function. Return std::nullopt |
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| 372 | /// if inlining should not be attempted. |
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| 373 | std::optional<InlineCost> |
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| 374 | shouldInline(CallBase &CB, function_ref<InlineCost(CallBase &CB)> GetInlineCost, |
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| 375 | OptimizationRemarkEmitter &ORE, bool EnableDeferral = true); |
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| 376 | |||
| 377 | /// Emit ORE message. |
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| 378 | void emitInlinedInto(OptimizationRemarkEmitter &ORE, DebugLoc DLoc, |
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| 379 | const BasicBlock *Block, const Function &Callee, |
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| 380 | const Function &Caller, bool IsMandatory, |
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| 381 | function_ref<void(OptimizationRemark &)> ExtraContext = {}, |
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| 382 | const char *PassName = nullptr); |
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| 383 | |||
| 384 | /// Emit ORE message based in cost (default heuristic). |
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| 385 | void emitInlinedIntoBasedOnCost(OptimizationRemarkEmitter &ORE, DebugLoc DLoc, |
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| 386 | const BasicBlock *Block, const Function &Callee, |
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| 387 | const Function &Caller, const InlineCost &IC, |
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| 388 | bool ForProfileContext = false, |
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| 389 | const char *PassName = nullptr); |
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| 390 | |||
| 391 | /// Add location info to ORE message. |
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| 392 | void addLocationToRemarks(OptimizationRemark &Remark, DebugLoc DLoc); |
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| 393 | |||
| 394 | /// Set the inline-remark attribute. |
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| 395 | void setInlineRemark(CallBase &CB, StringRef Message); |
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| 396 | |||
| 397 | /// Utility for extracting the inline cost message to a string. |
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| 398 | std::string inlineCostStr(const InlineCost &IC); |
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| 399 | } // namespace llvm |
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| 400 | #endif // LLVM_ANALYSIS_INLINEADVISOR_H |