| 1 | //===- HotColdSplitting.cpp -- Outline Cold Regions -------------*- 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 | /// \file |
| 10 | /// The goal of hot/cold splitting is to improve the memory locality of code. |
| 11 | /// The splitting pass does this by identifying cold blocks and moving them into |
| 12 | /// separate functions. |
| 13 | /// |
| 14 | /// When the splitting pass finds a cold block (referred to as "the sink"), it |
| 15 | /// grows a maximal cold region around that block. The maximal region contains |
| 16 | /// all blocks (post-)dominated by the sink [*]. In theory, these blocks are as |
| 17 | /// cold as the sink. Once a region is found, it's split out of the original |
| 18 | /// function provided it's profitable to do so. |
| 19 | /// |
| 20 | /// [*] In practice, there is some added complexity because some blocks are not |
| 21 | /// safe to extract. |
| 22 | /// |
| 23 | /// TODO: Use the PM to get domtrees, and preserve BFI/BPI. |
| 24 | /// TODO: Reorder outlined functions. |
| 25 | /// |
| 26 | //===----------------------------------------------------------------------===// |
| 27 | |
| 28 | #include "llvm/Transforms/IPO/HotColdSplitting.h" |
| 29 | #include "llvm/ADT/PostOrderIterator.h" |
| 30 | #include "llvm/ADT/SmallVector.h" |
| 31 | #include "llvm/ADT/Statistic.h" |
| 32 | #include "llvm/Analysis/AssumptionCache.h" |
| 33 | #include "llvm/Analysis/BlockFrequencyInfo.h" |
| 34 | #include "llvm/Analysis/OptimizationRemarkEmitter.h" |
| 35 | #include "llvm/Analysis/PostDominators.h" |
| 36 | #include "llvm/Analysis/ProfileSummaryInfo.h" |
| 37 | #include "llvm/Analysis/TargetTransformInfo.h" |
| 38 | #include "llvm/IR/BasicBlock.h" |
| 39 | #include "llvm/IR/CFG.h" |
| 40 | #include "llvm/IR/DiagnosticInfo.h" |
| 41 | #include "llvm/IR/Dominators.h" |
| 42 | #include "llvm/IR/EHPersonalities.h" |
| 43 | #include "llvm/IR/Function.h" |
| 44 | #include "llvm/IR/Instruction.h" |
| 45 | #include "llvm/IR/Instructions.h" |
| 46 | #include "llvm/IR/Module.h" |
| 47 | #include "llvm/IR/PassManager.h" |
| 48 | #include "llvm/IR/ProfDataUtils.h" |
| 49 | #include "llvm/IR/User.h" |
| 50 | #include "llvm/IR/Value.h" |
| 51 | #include "llvm/Support/CommandLine.h" |
| 52 | #include "llvm/Support/Debug.h" |
| 53 | #include "llvm/Support/raw_ostream.h" |
| 54 | #include "llvm/Transforms/IPO.h" |
| 55 | #include "llvm/Transforms/Utils/CodeExtractor.h" |
| 56 | #include <cassert> |
| 57 | #include <limits> |
| 58 | #include <string> |
| 59 | |
| 60 | #define DEBUG_TYPE "hotcoldsplit" |
| 61 | |
| 62 | STATISTIC(NumColdRegionsFound, "Number of cold regions found." ); |
| 63 | STATISTIC(NumColdRegionsOutlined, "Number of cold regions outlined." ); |
| 64 | |
| 65 | using namespace llvm; |
| 66 | |
| 67 | static cl::opt<bool> EnableStaticAnalysis("hot-cold-static-analysis" , |
| 68 | cl::init(Val: true), cl::Hidden); |
| 69 | |
| 70 | static cl::opt<int> |
| 71 | SplittingThreshold("hotcoldsplit-threshold" , cl::init(Val: 2), cl::Hidden, |
| 72 | cl::desc("Base penalty for splitting cold code (as a " |
| 73 | "multiple of TCC_Basic)" )); |
| 74 | |
| 75 | static cl::opt<bool> EnableColdSection( |
| 76 | "enable-cold-section" , cl::init(Val: false), cl::Hidden, |
| 77 | cl::desc("Enable placement of extracted cold functions" |
| 78 | " into a separate section after hot-cold splitting." )); |
| 79 | |
| 80 | static cl::opt<std::string> |
| 81 | ColdSectionName("hotcoldsplit-cold-section-name" , cl::init(Val: "__llvm_cold" ), |
| 82 | cl::Hidden, |
| 83 | cl::desc("Name for the section containing cold functions " |
| 84 | "extracted by hot-cold splitting." )); |
| 85 | |
| 86 | static cl::opt<int> MaxParametersForSplit( |
| 87 | "hotcoldsplit-max-params" , cl::init(Val: 4), cl::Hidden, |
| 88 | cl::desc("Maximum number of parameters for a split function" )); |
| 89 | |
| 90 | static cl::opt<int> ColdBranchProbDenom( |
| 91 | "hotcoldsplit-cold-probability-denom" , cl::init(Val: 100), cl::Hidden, |
| 92 | cl::desc("Divisor of cold branch probability." |
| 93 | "BranchProbability = 1/ColdBranchProbDenom" )); |
| 94 | |
| 95 | namespace { |
| 96 | // Same as blockEndsInUnreachable in CodeGen/BranchFolding.cpp. Do not modify |
| 97 | // this function unless you modify the MBB version as well. |
| 98 | // |
| 99 | /// A no successor, non-return block probably ends in unreachable and is cold. |
| 100 | /// Also consider a block that ends in an indirect branch to be a return block, |
| 101 | /// since many targets use plain indirect branches to return. |
| 102 | bool blockEndsInUnreachable(const BasicBlock &BB) { |
| 103 | if (!succ_empty(BB: &BB)) |
| 104 | return false; |
| 105 | if (BB.empty()) |
| 106 | return true; |
| 107 | const Instruction *I = BB.getTerminator(); |
| 108 | return !(isa<ReturnInst>(Val: I) || isa<IndirectBrInst>(Val: I)); |
| 109 | } |
| 110 | |
| 111 | void analyzeProfMetadata(BasicBlock *BB, |
| 112 | BranchProbability ColdProbThresh, |
| 113 | SmallPtrSetImpl<BasicBlock *> &AnnotatedColdBlocks) { |
| 114 | // TODO: Handle branches with > 2 successors. |
| 115 | BranchInst *CondBr = dyn_cast<BranchInst>(Val: BB->getTerminator()); |
| 116 | if (!CondBr) |
| 117 | return; |
| 118 | |
| 119 | uint64_t TrueWt, FalseWt; |
| 120 | if (!extractBranchWeights(I: *CondBr, TrueVal&: TrueWt, FalseVal&: FalseWt)) |
| 121 | return; |
| 122 | |
| 123 | auto SumWt = TrueWt + FalseWt; |
| 124 | if (SumWt == 0) |
| 125 | return; |
| 126 | |
| 127 | auto TrueProb = BranchProbability::getBranchProbability(Numerator: TrueWt, Denominator: SumWt); |
| 128 | auto FalseProb = BranchProbability::getBranchProbability(Numerator: FalseWt, Denominator: SumWt); |
| 129 | |
| 130 | if (TrueProb <= ColdProbThresh) |
| 131 | AnnotatedColdBlocks.insert(Ptr: CondBr->getSuccessor(i: 0)); |
| 132 | |
| 133 | if (FalseProb <= ColdProbThresh) |
| 134 | AnnotatedColdBlocks.insert(Ptr: CondBr->getSuccessor(i: 1)); |
| 135 | } |
| 136 | |
| 137 | bool unlikelyExecuted(BasicBlock &BB) { |
| 138 | // Exception handling blocks are unlikely executed. |
| 139 | if (BB.isEHPad() || isa<ResumeInst>(Val: BB.getTerminator())) |
| 140 | return true; |
| 141 | |
| 142 | // The block is cold if it calls/invokes a cold function. However, do not |
| 143 | // mark sanitizer traps as cold. |
| 144 | for (Instruction &I : BB) |
| 145 | if (auto *CB = dyn_cast<CallBase>(Val: &I)) |
| 146 | if (CB->hasFnAttr(Kind: Attribute::Cold) && |
| 147 | !CB->getMetadata(KindID: LLVMContext::MD_nosanitize)) |
| 148 | return true; |
| 149 | |
| 150 | // The block is cold if it has an unreachable terminator, unless it's |
| 151 | // preceded by a call to a (possibly warm) noreturn call (e.g. longjmp). |
| 152 | if (blockEndsInUnreachable(BB)) { |
| 153 | if (auto *CI = |
| 154 | dyn_cast_or_null<CallInst>(Val: BB.getTerminator()->getPrevNode())) |
| 155 | if (CI->hasFnAttr(Kind: Attribute::NoReturn)) |
| 156 | return false; |
| 157 | return true; |
| 158 | } |
| 159 | |
| 160 | return false; |
| 161 | } |
| 162 | |
| 163 | /// Check whether it's safe to outline \p BB. |
| 164 | static bool (const BasicBlock &BB) { |
| 165 | // EH pads are unsafe to outline because doing so breaks EH type tables. It |
| 166 | // follows that invoke instructions cannot be extracted, because CodeExtractor |
| 167 | // requires unwind destinations to be within the extraction region. |
| 168 | // |
| 169 | // Resumes that are not reachable from a cleanup landing pad are considered to |
| 170 | // be unreachable. It’s not safe to split them out either. |
| 171 | |
| 172 | if (BB.hasAddressTaken() || BB.isEHPad()) |
| 173 | return false; |
| 174 | auto Term = BB.getTerminator(); |
| 175 | if (isa<InvokeInst>(Val: Term) || isa<ResumeInst>(Val: Term)) |
| 176 | return false; |
| 177 | |
| 178 | // Do not outline basic blocks that have token type instructions. e.g., |
| 179 | // exception: |
| 180 | // %0 = cleanuppad within none [] |
| 181 | // call void @"?terminate@@YAXXZ"() [ "funclet"(token %0) ] |
| 182 | // br label %continue-exception |
| 183 | if (llvm::any_of( |
| 184 | Range: BB, P: [](const Instruction &I) { return I.getType()->isTokenTy(); })) { |
| 185 | return false; |
| 186 | } |
| 187 | |
| 188 | return true; |
| 189 | } |
| 190 | |
| 191 | /// Mark \p F cold. Based on this assumption, also optimize it for minimum size. |
| 192 | /// If \p UpdateEntryCount is true (set when this is a new split function and |
| 193 | /// module has profile data), set entry count to 0 to ensure treated as cold. |
| 194 | /// Return true if the function is changed. |
| 195 | static bool markFunctionCold(Function &F, bool UpdateEntryCount = false) { |
| 196 | assert(!F.hasOptNone() && "Can't mark this cold" ); |
| 197 | bool Changed = false; |
| 198 | if (!F.hasFnAttribute(Kind: Attribute::Cold)) { |
| 199 | F.addFnAttr(Kind: Attribute::Cold); |
| 200 | Changed = true; |
| 201 | } |
| 202 | if (!F.hasMinSize()) { |
| 203 | F.addFnAttr(Kind: Attribute::MinSize); |
| 204 | Changed = true; |
| 205 | } |
| 206 | if (UpdateEntryCount) { |
| 207 | // Set the entry count to 0 to ensure it is placed in the unlikely text |
| 208 | // section when function sections are enabled. |
| 209 | F.setEntryCount(Count: 0); |
| 210 | Changed = true; |
| 211 | } |
| 212 | |
| 213 | return Changed; |
| 214 | } |
| 215 | |
| 216 | } // end anonymous namespace |
| 217 | |
| 218 | /// Check whether \p F is inherently cold. |
| 219 | bool HotColdSplitting::isFunctionCold(const Function &F) const { |
| 220 | if (F.hasFnAttribute(Kind: Attribute::Cold)) |
| 221 | return true; |
| 222 | |
| 223 | if (F.getCallingConv() == CallingConv::Cold) |
| 224 | return true; |
| 225 | |
| 226 | if (PSI->isFunctionEntryCold(F: &F)) |
| 227 | return true; |
| 228 | |
| 229 | return false; |
| 230 | } |
| 231 | |
| 232 | bool HotColdSplitting::isBasicBlockCold( |
| 233 | BasicBlock *BB, BranchProbability ColdProbThresh, |
| 234 | SmallPtrSetImpl<BasicBlock *> &AnnotatedColdBlocks, |
| 235 | BlockFrequencyInfo *BFI) const { |
| 236 | if (BFI) { |
| 237 | if (PSI->isColdBlock(BB, BFI)) |
| 238 | return true; |
| 239 | } else { |
| 240 | // Find cold blocks of successors of BB during a reverse postorder traversal. |
| 241 | analyzeProfMetadata(BB, ColdProbThresh, AnnotatedColdBlocks); |
| 242 | |
| 243 | // A statically cold BB would be known before it is visited |
| 244 | // because the prof-data of incoming edges are 'analyzed' as part of RPOT. |
| 245 | if (AnnotatedColdBlocks.count(Ptr: BB)) |
| 246 | return true; |
| 247 | } |
| 248 | |
| 249 | if (EnableStaticAnalysis && unlikelyExecuted(BB&: *BB)) |
| 250 | return true; |
| 251 | |
| 252 | return false; |
| 253 | } |
| 254 | |
| 255 | // Returns false if the function should not be considered for hot-cold split |
| 256 | // optimization. |
| 257 | bool HotColdSplitting::shouldOutlineFrom(const Function &F) const { |
| 258 | if (F.hasFnAttribute(Kind: Attribute::AlwaysInline)) |
| 259 | return false; |
| 260 | |
| 261 | if (F.hasFnAttribute(Kind: Attribute::NoInline)) |
| 262 | return false; |
| 263 | |
| 264 | // A function marked `noreturn` may contain unreachable terminators: these |
| 265 | // should not be considered cold, as the function may be a trampoline. |
| 266 | if (F.hasFnAttribute(Kind: Attribute::NoReturn)) |
| 267 | return false; |
| 268 | |
| 269 | if (F.hasFnAttribute(Kind: Attribute::SanitizeAddress) || |
| 270 | F.hasFnAttribute(Kind: Attribute::SanitizeHWAddress) || |
| 271 | F.hasFnAttribute(Kind: Attribute::SanitizeThread) || |
| 272 | F.hasFnAttribute(Kind: Attribute::SanitizeMemory)) |
| 273 | return false; |
| 274 | |
| 275 | // Do not outline scoped EH personality functions. |
| 276 | if (F.hasPersonalityFn()) |
| 277 | if (isScopedEHPersonality(Pers: classifyEHPersonality(Pers: F.getPersonalityFn()))) |
| 278 | return false; |
| 279 | |
| 280 | return true; |
| 281 | } |
| 282 | |
| 283 | /// Get the benefit score of outlining \p Region. |
| 284 | static InstructionCost getOutliningBenefit(ArrayRef<BasicBlock *> Region, |
| 285 | TargetTransformInfo &TTI) { |
| 286 | // Sum up the code size costs of non-terminator instructions. Tight coupling |
| 287 | // with \ref getOutliningPenalty is needed to model the costs of terminators. |
| 288 | InstructionCost Benefit = 0; |
| 289 | for (BasicBlock *BB : Region) |
| 290 | for (Instruction &I : BB->instructionsWithoutDebug()) |
| 291 | if (&I != BB->getTerminator()) |
| 292 | Benefit += |
| 293 | TTI.getInstructionCost(U: &I, CostKind: TargetTransformInfo::TCK_CodeSize); |
| 294 | |
| 295 | return Benefit; |
| 296 | } |
| 297 | |
| 298 | /// Get the penalty score for outlining \p Region. |
| 299 | static int getOutliningPenalty(ArrayRef<BasicBlock *> Region, |
| 300 | unsigned NumInputs, unsigned NumOutputs) { |
| 301 | int Penalty = SplittingThreshold; |
| 302 | LLVM_DEBUG(dbgs() << "Applying penalty for splitting: " << Penalty << "\n" ); |
| 303 | |
| 304 | // If the splitting threshold is set at or below zero, skip the usual |
| 305 | // profitability check. |
| 306 | if (SplittingThreshold <= 0) |
| 307 | return Penalty; |
| 308 | |
| 309 | // Find the number of distinct exit blocks for the region. Use a conservative |
| 310 | // check to determine whether control returns from the region. |
| 311 | bool NoBlocksReturn = true; |
| 312 | SmallPtrSet<BasicBlock *, 2> SuccsOutsideRegion; |
| 313 | for (BasicBlock *BB : Region) { |
| 314 | // If a block has no successors, only assume it does not return if it's |
| 315 | // unreachable. |
| 316 | if (succ_empty(BB)) { |
| 317 | NoBlocksReturn &= isa<UnreachableInst>(Val: BB->getTerminator()); |
| 318 | continue; |
| 319 | } |
| 320 | |
| 321 | for (BasicBlock *SuccBB : successors(BB)) { |
| 322 | if (!is_contained(Range&: Region, Element: SuccBB)) { |
| 323 | NoBlocksReturn = false; |
| 324 | SuccsOutsideRegion.insert(Ptr: SuccBB); |
| 325 | } |
| 326 | } |
| 327 | } |
| 328 | |
| 329 | // Count the number of phis in exit blocks with >= 2 incoming values from the |
| 330 | // outlining region. These phis are split (\ref severSplitPHINodesOfExits), |
| 331 | // and new outputs are created to supply the split phis. CodeExtractor can't |
| 332 | // report these new outputs until extraction begins, but it's important to |
| 333 | // factor the cost of the outputs into the cost calculation. |
| 334 | unsigned NumSplitExitPhis = 0; |
| 335 | for (BasicBlock *ExitBB : SuccsOutsideRegion) { |
| 336 | for (PHINode &PN : ExitBB->phis()) { |
| 337 | // Find all incoming values from the outlining region. |
| 338 | int NumIncomingVals = 0; |
| 339 | for (unsigned i = 0; i < PN.getNumIncomingValues(); ++i) |
| 340 | if (llvm::is_contained(Range&: Region, Element: PN.getIncomingBlock(i))) { |
| 341 | ++NumIncomingVals; |
| 342 | if (NumIncomingVals > 1) { |
| 343 | ++NumSplitExitPhis; |
| 344 | break; |
| 345 | } |
| 346 | } |
| 347 | } |
| 348 | } |
| 349 | |
| 350 | // Apply a penalty for calling the split function. Factor in the cost of |
| 351 | // materializing all of the parameters. |
| 352 | int NumOutputsAndSplitPhis = NumOutputs + NumSplitExitPhis; |
| 353 | int NumParams = NumInputs + NumOutputsAndSplitPhis; |
| 354 | if (NumParams > MaxParametersForSplit) { |
| 355 | LLVM_DEBUG(dbgs() << NumInputs << " inputs and " << NumOutputsAndSplitPhis |
| 356 | << " outputs exceeds parameter limit (" |
| 357 | << MaxParametersForSplit << ")\n" ); |
| 358 | return std::numeric_limits<int>::max(); |
| 359 | } |
| 360 | const int CostForArgMaterialization = 2 * TargetTransformInfo::TCC_Basic; |
| 361 | LLVM_DEBUG(dbgs() << "Applying penalty for: " << NumParams << " params\n" ); |
| 362 | Penalty += CostForArgMaterialization * NumParams; |
| 363 | |
| 364 | // Apply the typical code size cost for an output alloca and its associated |
| 365 | // reload in the caller. Also penalize the associated store in the callee. |
| 366 | LLVM_DEBUG(dbgs() << "Applying penalty for: " << NumOutputsAndSplitPhis |
| 367 | << " outputs/split phis\n" ); |
| 368 | const int CostForRegionOutput = 3 * TargetTransformInfo::TCC_Basic; |
| 369 | Penalty += CostForRegionOutput * NumOutputsAndSplitPhis; |
| 370 | |
| 371 | // Apply a `noreturn` bonus. |
| 372 | if (NoBlocksReturn) { |
| 373 | LLVM_DEBUG(dbgs() << "Applying bonus for: " << Region.size() |
| 374 | << " non-returning terminators\n" ); |
| 375 | Penalty -= Region.size(); |
| 376 | } |
| 377 | |
| 378 | // Apply a penalty for having more than one successor outside of the region. |
| 379 | // This penalty accounts for the switch needed in the caller. |
| 380 | if (SuccsOutsideRegion.size() > 1) { |
| 381 | LLVM_DEBUG(dbgs() << "Applying penalty for: " << SuccsOutsideRegion.size() |
| 382 | << " non-region successors\n" ); |
| 383 | Penalty += (SuccsOutsideRegion.size() - 1) * TargetTransformInfo::TCC_Basic; |
| 384 | } |
| 385 | |
| 386 | return Penalty; |
| 387 | } |
| 388 | |
| 389 | // Determine if it is beneficial to split the \p Region. |
| 390 | bool HotColdSplitting::(CodeExtractor &CE, |
| 391 | const BlockSequence &Region, |
| 392 | TargetTransformInfo &TTI) { |
| 393 | assert(!Region.empty()); |
| 394 | |
| 395 | // Perform a simple cost/benefit analysis to decide whether or not to permit |
| 396 | // splitting. |
| 397 | SetVector<Value *> Inputs, Outputs, Sinks; |
| 398 | CE.findInputsOutputs(Inputs, Outputs, Allocas: Sinks); |
| 399 | InstructionCost OutliningBenefit = getOutliningBenefit(Region, TTI); |
| 400 | int OutliningPenalty = |
| 401 | getOutliningPenalty(Region, NumInputs: Inputs.size(), NumOutputs: Outputs.size()); |
| 402 | LLVM_DEBUG(dbgs() << "Split profitability: benefit = " << OutliningBenefit |
| 403 | << ", penalty = " << OutliningPenalty << "\n" ); |
| 404 | if (!OutliningBenefit.isValid() || OutliningBenefit <= OutliningPenalty) |
| 405 | return false; |
| 406 | |
| 407 | return true; |
| 408 | } |
| 409 | |
| 410 | // Split the single \p EntryPoint cold region. \p CE is the region code |
| 411 | // extractor. |
| 412 | Function *HotColdSplitting::( |
| 413 | BasicBlock &EntryPoint, CodeExtractor &CE, |
| 414 | const CodeExtractorAnalysisCache &CEAC, BlockFrequencyInfo *BFI, |
| 415 | TargetTransformInfo &TTI, OptimizationRemarkEmitter &ORE) { |
| 416 | Function *OrigF = EntryPoint.getParent(); |
| 417 | if (Function *OutF = CE.extractCodeRegion(CEAC)) { |
| 418 | User *U = *OutF->user_begin(); |
| 419 | CallInst *CI = cast<CallInst>(Val: U); |
| 420 | NumColdRegionsOutlined++; |
| 421 | if (TTI.useColdCCForColdCall(F&: *OutF)) { |
| 422 | OutF->setCallingConv(CallingConv::Cold); |
| 423 | CI->setCallingConv(CallingConv::Cold); |
| 424 | } |
| 425 | CI->setIsNoInline(); |
| 426 | |
| 427 | if (EnableColdSection) |
| 428 | OutF->setSection(ColdSectionName); |
| 429 | else { |
| 430 | if (OrigF->hasSection()) |
| 431 | OutF->setSection(OrigF->getSection()); |
| 432 | } |
| 433 | |
| 434 | markFunctionCold(F&: *OutF, UpdateEntryCount: BFI != nullptr); |
| 435 | |
| 436 | LLVM_DEBUG(llvm::dbgs() << "Outlined Region: " << *OutF); |
| 437 | ORE.emit(RemarkBuilder: [&]() { |
| 438 | return OptimizationRemark(DEBUG_TYPE, "HotColdSplit" , |
| 439 | &*EntryPoint.begin()) |
| 440 | << ore::NV("Original" , OrigF) << " split cold code into " |
| 441 | << ore::NV("Split" , OutF); |
| 442 | }); |
| 443 | return OutF; |
| 444 | } |
| 445 | |
| 446 | ORE.emit(RemarkBuilder: [&]() { |
| 447 | return OptimizationRemarkMissed(DEBUG_TYPE, "ExtractFailed" , |
| 448 | &*EntryPoint.begin()) |
| 449 | << "Failed to extract region at block " |
| 450 | << ore::NV("Block" , &EntryPoint); |
| 451 | }); |
| 452 | return nullptr; |
| 453 | } |
| 454 | |
| 455 | /// A pair of (basic block, score). |
| 456 | using BlockTy = std::pair<BasicBlock *, unsigned>; |
| 457 | |
| 458 | namespace { |
| 459 | /// A maximal outlining region. This contains all blocks post-dominated by a |
| 460 | /// sink block, the sink block itself, and all blocks dominated by the sink. |
| 461 | /// If sink-predecessors and sink-successors cannot be extracted in one region, |
| 462 | /// the static constructor returns a list of suitable extraction regions. |
| 463 | class OutliningRegion { |
| 464 | /// A list of (block, score) pairs. A block's score is non-zero iff it's a |
| 465 | /// viable sub-region entry point. Blocks with higher scores are better entry |
| 466 | /// points (i.e. they are more distant ancestors of the sink block). |
| 467 | SmallVector<BlockTy, 0> Blocks = {}; |
| 468 | |
| 469 | /// The suggested entry point into the region. If the region has multiple |
| 470 | /// entry points, all blocks within the region may not be reachable from this |
| 471 | /// entry point. |
| 472 | BasicBlock *SuggestedEntryPoint = nullptr; |
| 473 | |
| 474 | /// Whether the entire function is cold. |
| 475 | bool EntireFunctionCold = false; |
| 476 | |
| 477 | /// If \p BB is a viable entry point, return \p Score. Return 0 otherwise. |
| 478 | static unsigned getEntryPointScore(BasicBlock &BB, unsigned Score) { |
| 479 | return mayExtractBlock(BB) ? Score : 0; |
| 480 | } |
| 481 | |
| 482 | /// These scores should be lower than the score for predecessor blocks, |
| 483 | /// because regions starting at predecessor blocks are typically larger. |
| 484 | static constexpr unsigned ScoreForSuccBlock = 1; |
| 485 | static constexpr unsigned ScoreForSinkBlock = 1; |
| 486 | |
| 487 | OutliningRegion(const OutliningRegion &) = delete; |
| 488 | OutliningRegion &operator=(const OutliningRegion &) = delete; |
| 489 | |
| 490 | public: |
| 491 | OutliningRegion() = default; |
| 492 | OutliningRegion(OutliningRegion &&) = default; |
| 493 | OutliningRegion &operator=(OutliningRegion &&) = default; |
| 494 | |
| 495 | static std::vector<OutliningRegion> create(BasicBlock &SinkBB, |
| 496 | const DominatorTree &DT, |
| 497 | const PostDominatorTree &PDT) { |
| 498 | std::vector<OutliningRegion> Regions; |
| 499 | SmallPtrSet<BasicBlock *, 4> RegionBlocks; |
| 500 | |
| 501 | Regions.emplace_back(); |
| 502 | OutliningRegion *ColdRegion = &Regions.back(); |
| 503 | |
| 504 | auto addBlockToRegion = [&](BasicBlock *BB, unsigned Score) { |
| 505 | RegionBlocks.insert(Ptr: BB); |
| 506 | ColdRegion->Blocks.emplace_back(Args&: BB, Args&: Score); |
| 507 | }; |
| 508 | |
| 509 | // The ancestor farthest-away from SinkBB, and also post-dominated by it. |
| 510 | unsigned SinkScore = getEntryPointScore(BB&: SinkBB, Score: ScoreForSinkBlock); |
| 511 | ColdRegion->SuggestedEntryPoint = (SinkScore > 0) ? &SinkBB : nullptr; |
| 512 | unsigned BestScore = SinkScore; |
| 513 | |
| 514 | // Visit SinkBB's ancestors using inverse DFS. |
| 515 | auto PredIt = ++idf_begin(G: &SinkBB); |
| 516 | auto PredEnd = idf_end(G: &SinkBB); |
| 517 | while (PredIt != PredEnd) { |
| 518 | BasicBlock &PredBB = **PredIt; |
| 519 | bool SinkPostDom = PDT.dominates(A: &SinkBB, B: &PredBB); |
| 520 | |
| 521 | // If the predecessor is cold and has no predecessors, the entire |
| 522 | // function must be cold. |
| 523 | if (SinkPostDom && pred_empty(BB: &PredBB)) { |
| 524 | ColdRegion->EntireFunctionCold = true; |
| 525 | return Regions; |
| 526 | } |
| 527 | |
| 528 | // If SinkBB does not post-dominate a predecessor, do not mark the |
| 529 | // predecessor (or any of its predecessors) cold. |
| 530 | if (!SinkPostDom || !mayExtractBlock(BB: PredBB)) { |
| 531 | PredIt.skipChildren(); |
| 532 | continue; |
| 533 | } |
| 534 | |
| 535 | // Keep track of the post-dominated ancestor farthest away from the sink. |
| 536 | // The path length is always >= 2, ensuring that predecessor blocks are |
| 537 | // considered as entry points before the sink block. |
| 538 | unsigned PredScore = getEntryPointScore(BB&: PredBB, Score: PredIt.getPathLength()); |
| 539 | if (PredScore > BestScore) { |
| 540 | ColdRegion->SuggestedEntryPoint = &PredBB; |
| 541 | BestScore = PredScore; |
| 542 | } |
| 543 | |
| 544 | addBlockToRegion(&PredBB, PredScore); |
| 545 | ++PredIt; |
| 546 | } |
| 547 | |
| 548 | // If the sink can be added to the cold region, do so. It's considered as |
| 549 | // an entry point before any sink-successor blocks. |
| 550 | // |
| 551 | // Otherwise, split cold sink-successor blocks using a separate region. |
| 552 | // This satisfies the requirement that all extraction blocks other than the |
| 553 | // first have predecessors within the extraction region. |
| 554 | if (mayExtractBlock(BB: SinkBB)) { |
| 555 | addBlockToRegion(&SinkBB, SinkScore); |
| 556 | if (pred_empty(BB: &SinkBB)) { |
| 557 | ColdRegion->EntireFunctionCold = true; |
| 558 | return Regions; |
| 559 | } |
| 560 | } else { |
| 561 | Regions.emplace_back(); |
| 562 | ColdRegion = &Regions.back(); |
| 563 | BestScore = 0; |
| 564 | } |
| 565 | |
| 566 | // Find all successors of SinkBB dominated by SinkBB using DFS. |
| 567 | auto SuccIt = ++df_begin(G: &SinkBB); |
| 568 | auto SuccEnd = df_end(G: &SinkBB); |
| 569 | while (SuccIt != SuccEnd) { |
| 570 | BasicBlock &SuccBB = **SuccIt; |
| 571 | bool SinkDom = DT.dominates(A: &SinkBB, B: &SuccBB); |
| 572 | |
| 573 | // Don't allow the backwards & forwards DFSes to mark the same block. |
| 574 | bool DuplicateBlock = RegionBlocks.count(Ptr: &SuccBB); |
| 575 | |
| 576 | // If SinkBB does not dominate a successor, do not mark the successor (or |
| 577 | // any of its successors) cold. |
| 578 | if (DuplicateBlock || !SinkDom || !mayExtractBlock(BB: SuccBB)) { |
| 579 | SuccIt.skipChildren(); |
| 580 | continue; |
| 581 | } |
| 582 | |
| 583 | unsigned SuccScore = getEntryPointScore(BB&: SuccBB, Score: ScoreForSuccBlock); |
| 584 | if (SuccScore > BestScore) { |
| 585 | ColdRegion->SuggestedEntryPoint = &SuccBB; |
| 586 | BestScore = SuccScore; |
| 587 | } |
| 588 | |
| 589 | addBlockToRegion(&SuccBB, SuccScore); |
| 590 | ++SuccIt; |
| 591 | } |
| 592 | |
| 593 | return Regions; |
| 594 | } |
| 595 | |
| 596 | /// Whether this region has nothing to extract. |
| 597 | bool empty() const { return !SuggestedEntryPoint; } |
| 598 | |
| 599 | /// The blocks in this region. |
| 600 | ArrayRef<std::pair<BasicBlock *, unsigned>> blocks() const { return Blocks; } |
| 601 | |
| 602 | /// Whether the entire function containing this region is cold. |
| 603 | bool isEntireFunctionCold() const { return EntireFunctionCold; } |
| 604 | |
| 605 | /// Remove a sub-region from this region and return it as a block sequence. |
| 606 | BlockSequence takeSingleEntrySubRegion(DominatorTree &DT) { |
| 607 | assert(!empty() && !isEntireFunctionCold() && "Nothing to extract" ); |
| 608 | |
| 609 | // Remove blocks dominated by the suggested entry point from this region. |
| 610 | // During the removal, identify the next best entry point into the region. |
| 611 | // Ensure that the first extracted block is the suggested entry point. |
| 612 | BlockSequence SubRegion = {SuggestedEntryPoint}; |
| 613 | BasicBlock *NextEntryPoint = nullptr; |
| 614 | unsigned NextScore = 0; |
| 615 | auto RegionEndIt = Blocks.end(); |
| 616 | auto RegionStartIt = remove_if(Range&: Blocks, P: [&](const BlockTy &Block) { |
| 617 | BasicBlock *BB = Block.first; |
| 618 | unsigned Score = Block.second; |
| 619 | bool InSubRegion = |
| 620 | BB == SuggestedEntryPoint || DT.dominates(A: SuggestedEntryPoint, B: BB); |
| 621 | if (!InSubRegion && Score > NextScore) { |
| 622 | NextEntryPoint = BB; |
| 623 | NextScore = Score; |
| 624 | } |
| 625 | if (InSubRegion && BB != SuggestedEntryPoint) |
| 626 | SubRegion.push_back(Elt: BB); |
| 627 | return InSubRegion; |
| 628 | }); |
| 629 | Blocks.erase(CS: RegionStartIt, CE: RegionEndIt); |
| 630 | |
| 631 | // Update the suggested entry point. |
| 632 | SuggestedEntryPoint = NextEntryPoint; |
| 633 | |
| 634 | return SubRegion; |
| 635 | } |
| 636 | }; |
| 637 | } // namespace |
| 638 | |
| 639 | bool HotColdSplitting::outlineColdRegions(Function &F, bool HasProfileSummary) { |
| 640 | // The set of cold blocks outlined. |
| 641 | SmallPtrSet<BasicBlock *, 4> ColdBlocks; |
| 642 | |
| 643 | // The set of cold blocks cannot be outlined. |
| 644 | SmallPtrSet<BasicBlock *, 4> CannotBeOutlinedColdBlocks; |
| 645 | |
| 646 | // Set of cold blocks obtained with RPOT. |
| 647 | SmallPtrSet<BasicBlock *, 4> AnnotatedColdBlocks; |
| 648 | |
| 649 | // The worklist of non-intersecting regions left to outline. The first member |
| 650 | // of the pair is the entry point into the region to be outlined. |
| 651 | SmallVector<std::pair<BasicBlock *, CodeExtractor>, 2> OutliningWorklist; |
| 652 | |
| 653 | // Set up an RPO traversal. Experimentally, this performs better (outlines |
| 654 | // more) than a PO traversal, because we prevent region overlap by keeping |
| 655 | // the first region to contain a block. |
| 656 | ReversePostOrderTraversal<Function *> RPOT(&F); |
| 657 | |
| 658 | // Calculate domtrees lazily. This reduces compile-time significantly. |
| 659 | std::unique_ptr<DominatorTree> DT; |
| 660 | std::unique_ptr<PostDominatorTree> PDT; |
| 661 | |
| 662 | // Calculate BFI lazily (it's only used to query ProfileSummaryInfo). This |
| 663 | // reduces compile-time significantly. TODO: When we *do* use BFI, we should |
| 664 | // be able to salvage its domtrees instead of recomputing them. |
| 665 | BlockFrequencyInfo *BFI = nullptr; |
| 666 | if (HasProfileSummary) |
| 667 | BFI = GetBFI(F); |
| 668 | |
| 669 | TargetTransformInfo &TTI = GetTTI(F); |
| 670 | OptimizationRemarkEmitter &ORE = (*GetORE)(F); |
| 671 | AssumptionCache *AC = LookupAC(F); |
| 672 | auto ColdProbThresh = TTI.getPredictableBranchThreshold().getCompl(); |
| 673 | |
| 674 | if (ColdBranchProbDenom.getNumOccurrences()) |
| 675 | ColdProbThresh = BranchProbability(1, ColdBranchProbDenom.getValue()); |
| 676 | |
| 677 | unsigned OutlinedFunctionID = 1; |
| 678 | // Find all cold regions. |
| 679 | for (BasicBlock *BB : RPOT) { |
| 680 | // This block is already part of some outlining region. |
| 681 | if (ColdBlocks.count(Ptr: BB)) |
| 682 | continue; |
| 683 | |
| 684 | // This block is already part of some region cannot be outlined. |
| 685 | if (CannotBeOutlinedColdBlocks.count(Ptr: BB)) |
| 686 | continue; |
| 687 | |
| 688 | if (!isBasicBlockCold(BB, ColdProbThresh, AnnotatedColdBlocks, BFI)) |
| 689 | continue; |
| 690 | |
| 691 | LLVM_DEBUG({ |
| 692 | dbgs() << "Found a cold block:\n" ; |
| 693 | BB->dump(); |
| 694 | }); |
| 695 | |
| 696 | if (!DT) |
| 697 | DT = std::make_unique<DominatorTree>(args&: F); |
| 698 | if (!PDT) |
| 699 | PDT = std::make_unique<PostDominatorTree>(args&: F); |
| 700 | |
| 701 | auto Regions = OutliningRegion::create(SinkBB&: *BB, DT: *DT, PDT: *PDT); |
| 702 | for (OutliningRegion &Region : Regions) { |
| 703 | if (Region.empty()) |
| 704 | continue; |
| 705 | |
| 706 | if (Region.isEntireFunctionCold()) { |
| 707 | LLVM_DEBUG(dbgs() << "Entire function is cold\n" ); |
| 708 | return markFunctionCold(F); |
| 709 | } |
| 710 | |
| 711 | do { |
| 712 | BlockSequence SubRegion = Region.takeSingleEntrySubRegion(DT&: *DT); |
| 713 | LLVM_DEBUG({ |
| 714 | dbgs() << "Hot/cold splitting attempting to outline these blocks:\n" ; |
| 715 | for (BasicBlock *BB : SubRegion) |
| 716 | BB->dump(); |
| 717 | }); |
| 718 | |
| 719 | // TODO: Pass BFI and BPI to update profile information. |
| 720 | CodeExtractor CE( |
| 721 | SubRegion, &*DT, /* AggregateArgs */ false, /* BFI */ nullptr, |
| 722 | /* BPI */ nullptr, AC, /* AllowVarArgs */ false, |
| 723 | /* AllowAlloca */ false, /* AllocaBlock */ nullptr, |
| 724 | /* Suffix */ "cold." + std::to_string(val: OutlinedFunctionID)); |
| 725 | |
| 726 | if (CE.isEligible() && isSplittingBeneficial(CE, Region: SubRegion, TTI) && |
| 727 | // If this outlining region intersects with another, drop the new |
| 728 | // region. |
| 729 | // |
| 730 | // TODO: It's theoretically possible to outline more by only keeping |
| 731 | // the largest region which contains a block, but the extra |
| 732 | // bookkeeping to do this is tricky/expensive. |
| 733 | none_of(Range&: SubRegion, P: [&](BasicBlock *Block) { |
| 734 | return ColdBlocks.contains(Ptr: Block); |
| 735 | })) { |
| 736 | ColdBlocks.insert_range(R&: SubRegion); |
| 737 | |
| 738 | LLVM_DEBUG({ |
| 739 | for (auto *Block : SubRegion) |
| 740 | dbgs() << " contains cold block:" << Block->getName() << "\n" ; |
| 741 | }); |
| 742 | |
| 743 | OutliningWorklist.emplace_back( |
| 744 | Args: std::make_pair(x&: SubRegion[0], y: std::move(CE))); |
| 745 | ++OutlinedFunctionID; |
| 746 | } else { |
| 747 | // The cold block region cannot be outlined. |
| 748 | for (auto *Block : SubRegion) |
| 749 | if ((DT->dominates(A: BB, B: Block) && PDT->dominates(A: Block, B: BB)) || |
| 750 | (PDT->dominates(A: BB, B: Block) && DT->dominates(A: Block, B: BB))) |
| 751 | // Will skip this cold block in the loop to save the compile time |
| 752 | CannotBeOutlinedColdBlocks.insert(Ptr: Block); |
| 753 | } |
| 754 | } while (!Region.empty()); |
| 755 | |
| 756 | ++NumColdRegionsFound; |
| 757 | } |
| 758 | } |
| 759 | |
| 760 | if (OutliningWorklist.empty()) |
| 761 | return false; |
| 762 | |
| 763 | // Outline single-entry cold regions, splitting up larger regions as needed. |
| 764 | // Cache and recycle the CodeExtractor analysis to avoid O(n^2) compile-time. |
| 765 | CodeExtractorAnalysisCache CEAC(F); |
| 766 | for (auto &BCE : OutliningWorklist) { |
| 767 | Function *Outlined = |
| 768 | extractColdRegion(EntryPoint&: *BCE.first, CE&: BCE.second, CEAC, BFI, TTI, ORE); |
| 769 | assert(Outlined && "Should be outlined" ); |
| 770 | (void)Outlined; |
| 771 | } |
| 772 | |
| 773 | return true; |
| 774 | } |
| 775 | |
| 776 | bool HotColdSplitting::run(Module &M) { |
| 777 | bool Changed = false; |
| 778 | bool HasProfileSummary = (M.getProfileSummary(/* IsCS */ false) != nullptr); |
| 779 | for (Function &F : M) { |
| 780 | // Do not touch declarations. |
| 781 | if (F.isDeclaration()) |
| 782 | continue; |
| 783 | |
| 784 | // Do not modify `optnone` functions. |
| 785 | if (F.hasOptNone()) |
| 786 | continue; |
| 787 | |
| 788 | // Detect inherently cold functions and mark them as such. |
| 789 | if (isFunctionCold(F)) { |
| 790 | Changed |= markFunctionCold(F); |
| 791 | continue; |
| 792 | } |
| 793 | |
| 794 | if (!shouldOutlineFrom(F)) { |
| 795 | LLVM_DEBUG(llvm::dbgs() << "Skipping " << F.getName() << "\n" ); |
| 796 | continue; |
| 797 | } |
| 798 | |
| 799 | LLVM_DEBUG(llvm::dbgs() << "Outlining in " << F.getName() << "\n" ); |
| 800 | Changed |= outlineColdRegions(F, HasProfileSummary); |
| 801 | } |
| 802 | return Changed; |
| 803 | } |
| 804 | |
| 805 | PreservedAnalyses |
| 806 | HotColdSplittingPass::run(Module &M, ModuleAnalysisManager &AM) { |
| 807 | auto &FAM = AM.getResult<FunctionAnalysisManagerModuleProxy>(IR&: M).getManager(); |
| 808 | |
| 809 | auto LookupAC = [&FAM](Function &F) -> AssumptionCache * { |
| 810 | return FAM.getCachedResult<AssumptionAnalysis>(IR&: F); |
| 811 | }; |
| 812 | |
| 813 | auto GBFI = [&FAM](Function &F) { |
| 814 | return &FAM.getResult<BlockFrequencyAnalysis>(IR&: F); |
| 815 | }; |
| 816 | |
| 817 | std::function<TargetTransformInfo &(Function &)> GTTI = |
| 818 | [&FAM](Function &F) -> TargetTransformInfo & { |
| 819 | return FAM.getResult<TargetIRAnalysis>(IR&: F); |
| 820 | }; |
| 821 | |
| 822 | std::unique_ptr<OptimizationRemarkEmitter> ORE; |
| 823 | std::function<OptimizationRemarkEmitter &(Function &)> GetORE = |
| 824 | [&ORE](Function &F) -> OptimizationRemarkEmitter & { |
| 825 | ORE.reset(p: new OptimizationRemarkEmitter(&F)); |
| 826 | return *ORE; |
| 827 | }; |
| 828 | |
| 829 | ProfileSummaryInfo *PSI = &AM.getResult<ProfileSummaryAnalysis>(IR&: M); |
| 830 | |
| 831 | if (HotColdSplitting(PSI, GBFI, GTTI, &GetORE, LookupAC).run(M)) |
| 832 | return PreservedAnalyses::none(); |
| 833 | return PreservedAnalyses::all(); |
| 834 | } |
| 835 | |