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