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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 |