1 //===----- ScopDetection.cpp - Detect Scops --------------------*- C++ -*-===// 2 // 3 // The LLVM Compiler Infrastructure 4 // 5 // This file is distributed under the University of Illinois Open Source 6 // License. See LICENSE.TXT for details. 7 // 8 //===----------------------------------------------------------------------===// 9 // 10 // Detect the maximal Scops of a function. 11 // 12 // A static control part (Scop) is a subgraph of the control flow graph (CFG) 13 // that only has statically known control flow and can therefore be described 14 // within the polyhedral model. 15 // 16 // Every Scop fullfills these restrictions: 17 // 18 // * It is a single entry single exit region 19 // 20 // * Only affine linear bounds in the loops 21 // 22 // Every natural loop in a Scop must have a number of loop iterations that can 23 // be described as an affine linear function in surrounding loop iterators or 24 // parameters. (A parameter is a scalar that does not change its value during 25 // execution of the Scop). 26 // 27 // * Only comparisons of affine linear expressions in conditions 28 // 29 // * All loops and conditions perfectly nested 30 // 31 // The control flow needs to be structured such that it could be written using 32 // just 'for' and 'if' statements, without the need for any 'goto', 'break' or 33 // 'continue'. 34 // 35 // * Side effect free functions call 36 // 37 // Function calls and intrinsics that do not have side effects (readnone) 38 // or memory intrinsics (memset, memcpy, memmove) are allowed. 39 // 40 // The Scop detection finds the largest Scops by checking if the largest 41 // region is a Scop. If this is not the case, its canonical subregions are 42 // checked until a region is a Scop. It is now tried to extend this Scop by 43 // creating a larger non canonical region. 44 // 45 //===----------------------------------------------------------------------===// 46 47 #include "polly/ScopDetection.h" 48 #include "polly/CodeGen/CodeGeneration.h" 49 #include "polly/LinkAllPasses.h" 50 #include "polly/Options.h" 51 #include "polly/ScopDetectionDiagnostic.h" 52 #include "polly/Support/SCEVValidator.h" 53 #include "polly/Support/ScopLocation.h" 54 #include "llvm/ADT/Statistic.h" 55 #include "llvm/Analysis/AliasAnalysis.h" 56 #include "llvm/Analysis/LoopInfo.h" 57 #include "llvm/Analysis/PostDominators.h" 58 #include "llvm/Analysis/RegionIterator.h" 59 #include "llvm/Analysis/ScalarEvolution.h" 60 #include "llvm/Analysis/ScalarEvolutionExpressions.h" 61 #include "llvm/IR/DebugInfo.h" 62 #include "llvm/IR/DiagnosticInfo.h" 63 #include "llvm/IR/DiagnosticPrinter.h" 64 #include "llvm/IR/IntrinsicInst.h" 65 #include "llvm/IR/LLVMContext.h" 66 #include "llvm/Support/Debug.h" 67 #include <set> 68 #include <stack> 69 70 using namespace llvm; 71 using namespace polly; 72 73 #define DEBUG_TYPE "polly-detect" 74 75 // This option is set to a very high value, as analyzing such loops increases 76 // compile time on several cases. For experiments that enable this option, 77 // a value of around 40 has been working to avoid run-time regressions with 78 // Polly while still exposing interesting optimization opportunities. 79 static cl::opt<int> ProfitabilityMinPerLoopInstructions( 80 "polly-detect-profitability-min-per-loop-insts", 81 cl::desc("The minimal number of per-loop instructions before a single loop " 82 "region is considered profitable"), 83 cl::Hidden, cl::ValueRequired, cl::init(100000000), cl::cat(PollyCategory)); 84 85 bool polly::PollyProcessUnprofitable; 86 static cl::opt<bool, true> XPollyProcessUnprofitable( 87 "polly-process-unprofitable", 88 cl::desc( 89 "Process scops that are unlikely to benefit from Polly optimizations."), 90 cl::location(PollyProcessUnprofitable), cl::init(false), cl::ZeroOrMore, 91 cl::cat(PollyCategory)); 92 93 static cl::opt<std::string> OnlyFunction( 94 "polly-only-func", 95 cl::desc("Only run on functions that contain a certain string"), 96 cl::value_desc("string"), cl::ValueRequired, cl::init(""), 97 cl::cat(PollyCategory)); 98 99 static cl::opt<std::string> OnlyRegion( 100 "polly-only-region", 101 cl::desc("Only run on certain regions (The provided identifier must " 102 "appear in the name of the region's entry block"), 103 cl::value_desc("identifier"), cl::ValueRequired, cl::init(""), 104 cl::cat(PollyCategory)); 105 106 static cl::opt<bool> 107 IgnoreAliasing("polly-ignore-aliasing", 108 cl::desc("Ignore possible aliasing of the array bases"), 109 cl::Hidden, cl::init(false), cl::ZeroOrMore, 110 cl::cat(PollyCategory)); 111 112 bool polly::PollyUseRuntimeAliasChecks; 113 static cl::opt<bool, true> XPollyUseRuntimeAliasChecks( 114 "polly-use-runtime-alias-checks", 115 cl::desc("Use runtime alias checks to resolve possible aliasing."), 116 cl::location(PollyUseRuntimeAliasChecks), cl::Hidden, cl::ZeroOrMore, 117 cl::init(true), cl::cat(PollyCategory)); 118 119 static cl::opt<bool> 120 ReportLevel("polly-report", 121 cl::desc("Print information about the activities of Polly"), 122 cl::init(false), cl::ZeroOrMore, cl::cat(PollyCategory)); 123 124 static cl::opt<bool> AllowDifferentTypes( 125 "polly-allow-differing-element-types", 126 cl::desc("Allow different element types for array accesses"), cl::Hidden, 127 cl::init(true), cl::ZeroOrMore, cl::cat(PollyCategory)); 128 129 static cl::opt<bool> 130 AllowNonAffine("polly-allow-nonaffine", 131 cl::desc("Allow non affine access functions in arrays"), 132 cl::Hidden, cl::init(false), cl::ZeroOrMore, 133 cl::cat(PollyCategory)); 134 135 static cl::opt<bool> 136 AllowModrefCall("polly-allow-modref-calls", 137 cl::desc("Allow functions with known modref behavior"), 138 cl::Hidden, cl::init(false), cl::ZeroOrMore, 139 cl::cat(PollyCategory)); 140 141 static cl::opt<bool> AllowNonAffineSubRegions( 142 "polly-allow-nonaffine-branches", 143 cl::desc("Allow non affine conditions for branches"), cl::Hidden, 144 cl::init(true), cl::ZeroOrMore, cl::cat(PollyCategory)); 145 146 static cl::opt<bool> 147 AllowNonAffineSubLoops("polly-allow-nonaffine-loops", 148 cl::desc("Allow non affine conditions for loops"), 149 cl::Hidden, cl::init(false), cl::ZeroOrMore, 150 cl::cat(PollyCategory)); 151 152 static cl::opt<bool> AllowUnsigned("polly-allow-unsigned", 153 cl::desc("Allow unsigned expressions"), 154 cl::Hidden, cl::init(false), cl::ZeroOrMore, 155 cl::cat(PollyCategory)); 156 157 static cl::opt<bool, true> 158 TrackFailures("polly-detect-track-failures", 159 cl::desc("Track failure strings in detecting scop regions"), 160 cl::location(PollyTrackFailures), cl::Hidden, cl::ZeroOrMore, 161 cl::init(true), cl::cat(PollyCategory)); 162 163 static cl::opt<bool> KeepGoing("polly-detect-keep-going", 164 cl::desc("Do not fail on the first error."), 165 cl::Hidden, cl::ZeroOrMore, cl::init(false), 166 cl::cat(PollyCategory)); 167 168 static cl::opt<bool, true> 169 PollyDelinearizeX("polly-delinearize", 170 cl::desc("Delinearize array access functions"), 171 cl::location(PollyDelinearize), cl::Hidden, 172 cl::ZeroOrMore, cl::init(true), cl::cat(PollyCategory)); 173 174 static cl::opt<bool> 175 VerifyScops("polly-detect-verify", 176 cl::desc("Verify the detected SCoPs after each transformation"), 177 cl::Hidden, cl::init(false), cl::ZeroOrMore, 178 cl::cat(PollyCategory)); 179 180 bool polly::PollyInvariantLoadHoisting; 181 static cl::opt<bool, true> XPollyInvariantLoadHoisting( 182 "polly-invariant-load-hoisting", cl::desc("Hoist invariant loads."), 183 cl::location(PollyInvariantLoadHoisting), cl::Hidden, cl::ZeroOrMore, 184 cl::init(true), cl::cat(PollyCategory)); 185 186 /// @brief The minimal trip count under which loops are considered unprofitable. 187 static const unsigned MIN_LOOP_TRIP_COUNT = 8; 188 189 bool polly::PollyTrackFailures = false; 190 bool polly::PollyDelinearize = false; 191 StringRef polly::PollySkipFnAttr = "polly.skip.fn"; 192 193 //===----------------------------------------------------------------------===// 194 // Statistics. 195 196 STATISTIC(ValidRegion, "Number of regions that a valid part of Scop"); 197 198 class DiagnosticScopFound : public DiagnosticInfo { 199 private: 200 static int PluginDiagnosticKind; 201 202 Function &F; 203 std::string FileName; 204 unsigned EntryLine, ExitLine; 205 206 public: 207 DiagnosticScopFound(Function &F, std::string FileName, unsigned EntryLine, 208 unsigned ExitLine) 209 : DiagnosticInfo(PluginDiagnosticKind, DS_Note), F(F), FileName(FileName), 210 EntryLine(EntryLine), ExitLine(ExitLine) {} 211 212 virtual void print(DiagnosticPrinter &DP) const; 213 214 static bool classof(const DiagnosticInfo *DI) { 215 return DI->getKind() == PluginDiagnosticKind; 216 } 217 }; 218 219 int DiagnosticScopFound::PluginDiagnosticKind = 10; 220 221 void DiagnosticScopFound::print(DiagnosticPrinter &DP) const { 222 DP << "Polly detected an optimizable loop region (scop) in function '" << F 223 << "'\n"; 224 225 if (FileName.empty()) { 226 DP << "Scop location is unknown. Compile with debug info " 227 "(-g) to get more precise information. "; 228 return; 229 } 230 231 DP << FileName << ":" << EntryLine << ": Start of scop\n"; 232 DP << FileName << ":" << ExitLine << ": End of scop"; 233 } 234 235 //===----------------------------------------------------------------------===// 236 // ScopDetection. 237 238 ScopDetection::ScopDetection() : FunctionPass(ID) { 239 // Disable runtime alias checks if we ignore aliasing all together. 240 if (IgnoreAliasing) 241 PollyUseRuntimeAliasChecks = false; 242 } 243 244 template <class RR, typename... Args> 245 inline bool ScopDetection::invalid(DetectionContext &Context, bool Assert, 246 Args &&... Arguments) const { 247 248 if (!Context.Verifying) { 249 RejectLog &Log = Context.Log; 250 std::shared_ptr<RR> RejectReason = std::make_shared<RR>(Arguments...); 251 252 if (PollyTrackFailures) 253 Log.report(RejectReason); 254 255 DEBUG(dbgs() << RejectReason->getMessage()); 256 DEBUG(dbgs() << "\n"); 257 } else { 258 assert(!Assert && "Verification of detected scop failed"); 259 } 260 261 return false; 262 } 263 264 bool ScopDetection::isMaxRegionInScop(const Region &R, bool Verify) const { 265 if (!ValidRegions.count(&R)) 266 return false; 267 268 if (Verify) { 269 DetectionContextMap.erase(&R); 270 const auto &It = DetectionContextMap.insert( 271 std::make_pair(&R, DetectionContext(const_cast<Region &>(R), *AA, 272 false /*verifying*/))); 273 DetectionContext &Context = It.first->second; 274 return isValidRegion(Context); 275 } 276 277 return true; 278 } 279 280 std::string ScopDetection::regionIsInvalidBecause(const Region *R) const { 281 if (!RejectLogs.count(R)) 282 return ""; 283 284 // Get the first error we found. Even in keep-going mode, this is the first 285 // reason that caused the candidate to be rejected. 286 RejectLog Errors = RejectLogs.at(R); 287 288 // This can happen when we marked a region invalid, but didn't track 289 // an error for it. 290 if (Errors.size() == 0) 291 return ""; 292 293 RejectReasonPtr RR = *Errors.begin(); 294 return RR->getMessage(); 295 } 296 297 bool ScopDetection::addOverApproximatedRegion(Region *AR, 298 DetectionContext &Context) const { 299 300 // If we already know about Ar we can exit. 301 if (!Context.NonAffineSubRegionSet.insert(AR)) 302 return true; 303 304 // All loops in the region have to be overapproximated too if there 305 // are accesses that depend on the iteration count. 306 for (BasicBlock *BB : AR->blocks()) { 307 Loop *L = LI->getLoopFor(BB); 308 if (AR->contains(L)) 309 Context.BoxedLoopsSet.insert(L); 310 } 311 312 return (AllowNonAffineSubLoops || Context.BoxedLoopsSet.empty()); 313 } 314 315 bool ScopDetection::onlyValidRequiredInvariantLoads( 316 InvariantLoadsSetTy &RequiredILS, DetectionContext &Context) const { 317 Region &CurRegion = Context.CurRegion; 318 319 if (!PollyInvariantLoadHoisting && !RequiredILS.empty()) 320 return false; 321 322 for (LoadInst *Load : RequiredILS) 323 if (!isHoistableLoad(Load, CurRegion, *LI, *SE)) 324 return false; 325 326 Context.RequiredILS.insert(RequiredILS.begin(), RequiredILS.end()); 327 328 return true; 329 } 330 331 bool ScopDetection::isAffine(const SCEV *S, Loop *Scope, 332 DetectionContext &Context, 333 Value *BaseAddress) const { 334 335 InvariantLoadsSetTy AccessILS; 336 if (!isAffineExpr(&Context.CurRegion, Scope, S, *SE, BaseAddress, &AccessILS)) 337 return false; 338 339 if (!onlyValidRequiredInvariantLoads(AccessILS, Context)) 340 return false; 341 342 return true; 343 } 344 345 bool ScopDetection::isValidSwitch(BasicBlock &BB, SwitchInst *SI, 346 Value *Condition, bool IsLoopBranch, 347 DetectionContext &Context) const { 348 Loop *L = LI->getLoopFor(&BB); 349 const SCEV *ConditionSCEV = SE->getSCEVAtScope(Condition, L); 350 351 if (isAffine(ConditionSCEV, L, Context)) 352 return true; 353 354 if (!IsLoopBranch && AllowNonAffineSubRegions && 355 addOverApproximatedRegion(RI->getRegionFor(&BB), Context)) 356 return true; 357 358 if (IsLoopBranch) 359 return false; 360 361 return invalid<ReportNonAffBranch>(Context, /*Assert=*/true, &BB, 362 ConditionSCEV, ConditionSCEV, SI); 363 } 364 365 bool ScopDetection::isValidBranch(BasicBlock &BB, BranchInst *BI, 366 Value *Condition, bool IsLoopBranch, 367 DetectionContext &Context) const { 368 369 if (BinaryOperator *BinOp = dyn_cast<BinaryOperator>(Condition)) { 370 auto Opcode = BinOp->getOpcode(); 371 if (Opcode == Instruction::And || Opcode == Instruction::Or) { 372 Value *Op0 = BinOp->getOperand(0); 373 Value *Op1 = BinOp->getOperand(1); 374 return isValidBranch(BB, BI, Op0, IsLoopBranch, Context) && 375 isValidBranch(BB, BI, Op1, IsLoopBranch, Context); 376 } 377 } 378 379 // Non constant conditions of branches need to be ICmpInst. 380 if (!isa<ICmpInst>(Condition)) { 381 if (!IsLoopBranch && AllowNonAffineSubRegions && 382 addOverApproximatedRegion(RI->getRegionFor(&BB), Context)) 383 return true; 384 return invalid<ReportInvalidCond>(Context, /*Assert=*/true, BI, &BB); 385 } 386 387 ICmpInst *ICmp = cast<ICmpInst>(Condition); 388 // Unsigned comparisons are not allowed. They trigger overflow problems 389 // in the code generation. 390 // 391 // TODO: This is not sufficient and just hides bugs. However it does pretty 392 // well. 393 if (ICmp->isUnsigned() && !AllowUnsigned) 394 return invalid<ReportUnsignedCond>(Context, /*Assert=*/true, BI, &BB); 395 396 // Are both operands of the ICmp affine? 397 if (isa<UndefValue>(ICmp->getOperand(0)) || 398 isa<UndefValue>(ICmp->getOperand(1))) 399 return invalid<ReportUndefOperand>(Context, /*Assert=*/true, &BB, ICmp); 400 401 // TODO: FIXME: IslExprBuilder is not capable of producing valid code 402 // for arbitrary pointer expressions at the moment. Until 403 // this is fixed we disallow pointer expressions completely. 404 if (ICmp->getOperand(0)->getType()->isPointerTy()) 405 return false; 406 407 Loop *L = LI->getLoopFor(ICmp->getParent()); 408 const SCEV *LHS = SE->getSCEVAtScope(ICmp->getOperand(0), L); 409 const SCEV *RHS = SE->getSCEVAtScope(ICmp->getOperand(1), L); 410 411 if (isAffine(LHS, L, Context) && isAffine(RHS, L, Context)) 412 return true; 413 414 if (!IsLoopBranch && AllowNonAffineSubRegions && 415 addOverApproximatedRegion(RI->getRegionFor(&BB), Context)) 416 return true; 417 418 if (IsLoopBranch) 419 return false; 420 421 return invalid<ReportNonAffBranch>(Context, /*Assert=*/true, &BB, LHS, RHS, 422 ICmp); 423 } 424 425 bool ScopDetection::isValidCFG(BasicBlock &BB, bool IsLoopBranch, 426 bool AllowUnreachable, 427 DetectionContext &Context) const { 428 Region &CurRegion = Context.CurRegion; 429 430 TerminatorInst *TI = BB.getTerminator(); 431 432 if (AllowUnreachable && isa<UnreachableInst>(TI)) 433 return true; 434 435 // Return instructions are only valid if the region is the top level region. 436 if (isa<ReturnInst>(TI) && !CurRegion.getExit() && TI->getNumOperands() == 0) 437 return true; 438 439 Value *Condition = getConditionFromTerminator(TI); 440 441 if (!Condition) 442 return invalid<ReportInvalidTerminator>(Context, /*Assert=*/true, &BB); 443 444 // UndefValue is not allowed as condition. 445 if (isa<UndefValue>(Condition)) 446 return invalid<ReportUndefCond>(Context, /*Assert=*/true, TI, &BB); 447 448 // Constant integer conditions are always affine. 449 if (isa<ConstantInt>(Condition)) 450 return true; 451 452 if (BranchInst *BI = dyn_cast<BranchInst>(TI)) 453 return isValidBranch(BB, BI, Condition, IsLoopBranch, Context); 454 455 SwitchInst *SI = dyn_cast<SwitchInst>(TI); 456 assert(SI && "Terminator was neither branch nor switch"); 457 458 return isValidSwitch(BB, SI, Condition, IsLoopBranch, Context); 459 } 460 461 bool ScopDetection::isValidCallInst(CallInst &CI, 462 DetectionContext &Context) const { 463 if (CI.doesNotReturn()) 464 return false; 465 466 if (CI.doesNotAccessMemory()) 467 return true; 468 469 if (auto *II = dyn_cast<IntrinsicInst>(&CI)) 470 if (isValidIntrinsicInst(*II, Context)) 471 return true; 472 473 Function *CalledFunction = CI.getCalledFunction(); 474 475 // Indirect calls are not supported. 476 if (CalledFunction == 0) 477 return false; 478 479 if (AllowModrefCall) { 480 switch (AA->getModRefBehavior(CalledFunction)) { 481 case llvm::FMRB_UnknownModRefBehavior: 482 return false; 483 case llvm::FMRB_DoesNotAccessMemory: 484 case llvm::FMRB_OnlyReadsMemory: 485 // Implicitly disable delinearization since we have an unknown 486 // accesses with an unknown access function. 487 Context.HasUnknownAccess = true; 488 Context.AST.add(&CI); 489 return true; 490 case llvm::FMRB_OnlyReadsArgumentPointees: 491 case llvm::FMRB_OnlyAccessesArgumentPointees: 492 for (const auto &Arg : CI.arg_operands()) { 493 if (!Arg->getType()->isPointerTy()) 494 continue; 495 496 // Bail if a pointer argument has a base address not known to 497 // ScalarEvolution. Note that a zero pointer is acceptable. 498 auto *ArgSCEV = SE->getSCEVAtScope(Arg, LI->getLoopFor(CI.getParent())); 499 if (ArgSCEV->isZero()) 500 continue; 501 502 auto *BP = dyn_cast<SCEVUnknown>(SE->getPointerBase(ArgSCEV)); 503 if (!BP) 504 return false; 505 506 // Implicitly disable delinearization since we have an unknown 507 // accesses with an unknown access function. 508 Context.HasUnknownAccess = true; 509 } 510 511 Context.AST.add(&CI); 512 return true; 513 } 514 } 515 516 return false; 517 } 518 519 bool ScopDetection::isValidIntrinsicInst(IntrinsicInst &II, 520 DetectionContext &Context) const { 521 if (isIgnoredIntrinsic(&II)) 522 return true; 523 524 // The closest loop surrounding the call instruction. 525 Loop *L = LI->getLoopFor(II.getParent()); 526 527 // The access function and base pointer for memory intrinsics. 528 const SCEV *AF; 529 const SCEVUnknown *BP; 530 531 switch (II.getIntrinsicID()) { 532 // Memory intrinsics that can be represented are supported. 533 case llvm::Intrinsic::memmove: 534 case llvm::Intrinsic::memcpy: 535 AF = SE->getSCEVAtScope(cast<MemTransferInst>(II).getSource(), L); 536 if (!AF->isZero()) { 537 BP = dyn_cast<SCEVUnknown>(SE->getPointerBase(AF)); 538 // Bail if the source pointer is not valid. 539 if (!isValidAccess(&II, AF, BP, Context)) 540 return false; 541 } 542 // Fall through 543 case llvm::Intrinsic::memset: 544 AF = SE->getSCEVAtScope(cast<MemIntrinsic>(II).getDest(), L); 545 if (!AF->isZero()) { 546 BP = dyn_cast<SCEVUnknown>(SE->getPointerBase(AF)); 547 // Bail if the destination pointer is not valid. 548 if (!isValidAccess(&II, AF, BP, Context)) 549 return false; 550 } 551 552 // Bail if the length is not affine. 553 if (!isAffine(SE->getSCEVAtScope(cast<MemIntrinsic>(II).getLength(), L), L, 554 Context)) 555 return false; 556 557 return true; 558 default: 559 break; 560 } 561 562 return false; 563 } 564 565 bool ScopDetection::isInvariant(const Value &Val, const Region &Reg) const { 566 // A reference to function argument or constant value is invariant. 567 if (isa<Argument>(Val) || isa<Constant>(Val)) 568 return true; 569 570 const Instruction *I = dyn_cast<Instruction>(&Val); 571 if (!I) 572 return false; 573 574 if (!Reg.contains(I)) 575 return true; 576 577 if (I->mayHaveSideEffects()) 578 return false; 579 580 // When Val is a Phi node, it is likely not invariant. We do not check whether 581 // Phi nodes are actually invariant, we assume that Phi nodes are usually not 582 // invariant. 583 if (isa<PHINode>(*I)) 584 return false; 585 586 for (const Use &Operand : I->operands()) 587 if (!isInvariant(*Operand, Reg)) 588 return false; 589 590 return true; 591 } 592 593 /// @brief Remove smax of smax(0, size) expressions from a SCEV expression and 594 /// register the '...' components. 595 /// 596 /// Array access expressions as they are generated by gfortran contain smax(0, 597 /// size) expressions that confuse the 'normal' delinearization algorithm. 598 /// However, if we extract such expressions before the normal delinearization 599 /// takes place they can actually help to identify array size expressions in 600 /// fortran accesses. For the subsequently following delinearization the smax(0, 601 /// size) component can be replaced by just 'size'. This is correct as we will 602 /// always add and verify the assumption that for all subscript expressions 603 /// 'exp' the inequality 0 <= exp < size holds. Hence, we will also verify 604 /// that 0 <= size, which means smax(0, size) == size. 605 struct SCEVRemoveMax : public SCEVVisitor<SCEVRemoveMax, const SCEV *> { 606 public: 607 static const SCEV *remove(ScalarEvolution &SE, const SCEV *Expr, 608 std::vector<const SCEV *> *Terms = nullptr) { 609 610 SCEVRemoveMax D(SE, Terms); 611 return D.visit(Expr); 612 } 613 614 SCEVRemoveMax(ScalarEvolution &SE, std::vector<const SCEV *> *Terms) 615 : SE(SE), Terms(Terms) {} 616 617 const SCEV *visitTruncateExpr(const SCEVTruncateExpr *Expr) { return Expr; } 618 619 const SCEV *visitZeroExtendExpr(const SCEVZeroExtendExpr *Expr) { 620 return Expr; 621 } 622 623 const SCEV *visitSignExtendExpr(const SCEVSignExtendExpr *Expr) { 624 return SE.getSignExtendExpr(visit(Expr->getOperand()), Expr->getType()); 625 } 626 627 const SCEV *visitUDivExpr(const SCEVUDivExpr *Expr) { return Expr; } 628 629 const SCEV *visitSMaxExpr(const SCEVSMaxExpr *Expr) { 630 if ((Expr->getNumOperands() == 2) && Expr->getOperand(0)->isZero()) { 631 auto Res = visit(Expr->getOperand(1)); 632 if (Terms) 633 (*Terms).push_back(Res); 634 return Res; 635 } 636 637 return Expr; 638 } 639 640 const SCEV *visitUMaxExpr(const SCEVUMaxExpr *Expr) { return Expr; } 641 642 const SCEV *visitUnknown(const SCEVUnknown *Expr) { return Expr; } 643 644 const SCEV *visitCouldNotCompute(const SCEVCouldNotCompute *Expr) { 645 return Expr; 646 } 647 648 const SCEV *visitConstant(const SCEVConstant *Expr) { return Expr; } 649 650 const SCEV *visitAddRecExpr(const SCEVAddRecExpr *Expr) { 651 SmallVector<const SCEV *, 5> NewOps; 652 for (const SCEV *Op : Expr->operands()) 653 NewOps.push_back(visit(Op)); 654 655 return SE.getAddRecExpr(NewOps, Expr->getLoop(), Expr->getNoWrapFlags()); 656 } 657 658 const SCEV *visitAddExpr(const SCEVAddExpr *Expr) { 659 SmallVector<const SCEV *, 5> NewOps; 660 for (const SCEV *Op : Expr->operands()) 661 NewOps.push_back(visit(Op)); 662 663 return SE.getAddExpr(NewOps); 664 } 665 666 const SCEV *visitMulExpr(const SCEVMulExpr *Expr) { 667 SmallVector<const SCEV *, 5> NewOps; 668 for (const SCEV *Op : Expr->operands()) 669 NewOps.push_back(visit(Op)); 670 671 return SE.getMulExpr(NewOps); 672 } 673 674 private: 675 ScalarEvolution &SE; 676 std::vector<const SCEV *> *Terms; 677 }; 678 679 SmallVector<const SCEV *, 4> 680 ScopDetection::getDelinearizationTerms(DetectionContext &Context, 681 const SCEVUnknown *BasePointer) const { 682 SmallVector<const SCEV *, 4> Terms; 683 for (const auto &Pair : Context.Accesses[BasePointer]) { 684 std::vector<const SCEV *> MaxTerms; 685 SCEVRemoveMax::remove(*SE, Pair.second, &MaxTerms); 686 if (MaxTerms.size() > 0) { 687 Terms.insert(Terms.begin(), MaxTerms.begin(), MaxTerms.end()); 688 continue; 689 } 690 // In case the outermost expression is a plain add, we check if any of its 691 // terms has the form 4 * %inst * %param * %param ..., aka a term that 692 // contains a product between a parameter and an instruction that is 693 // inside the scop. Such instructions, if allowed at all, are instructions 694 // SCEV can not represent, but Polly is still looking through. As a 695 // result, these instructions can depend on induction variables and are 696 // most likely no array sizes. However, terms that are multiplied with 697 // them are likely candidates for array sizes. 698 if (auto *AF = dyn_cast<SCEVAddExpr>(Pair.second)) { 699 for (auto Op : AF->operands()) { 700 if (auto *AF2 = dyn_cast<SCEVAddRecExpr>(Op)) 701 SE->collectParametricTerms(AF2, Terms); 702 if (auto *AF2 = dyn_cast<SCEVMulExpr>(Op)) { 703 SmallVector<const SCEV *, 0> Operands; 704 705 for (auto *MulOp : AF2->operands()) { 706 if (auto *Const = dyn_cast<SCEVConstant>(MulOp)) 707 Operands.push_back(Const); 708 if (auto *Unknown = dyn_cast<SCEVUnknown>(MulOp)) { 709 if (auto *Inst = dyn_cast<Instruction>(Unknown->getValue())) { 710 if (!Context.CurRegion.contains(Inst)) 711 Operands.push_back(MulOp); 712 713 } else { 714 Operands.push_back(MulOp); 715 } 716 } 717 } 718 if (Operands.size()) 719 Terms.push_back(SE->getMulExpr(Operands)); 720 } 721 } 722 } 723 if (Terms.empty()) 724 SE->collectParametricTerms(Pair.second, Terms); 725 } 726 return Terms; 727 } 728 729 bool ScopDetection::hasValidArraySizes(DetectionContext &Context, 730 SmallVectorImpl<const SCEV *> &Sizes, 731 const SCEVUnknown *BasePointer, 732 Loop *Scope) const { 733 Value *BaseValue = BasePointer->getValue(); 734 Region &CurRegion = Context.CurRegion; 735 for (const SCEV *DelinearizedSize : Sizes) { 736 if (!isAffine(DelinearizedSize, Scope, Context, nullptr)) { 737 Sizes.clear(); 738 break; 739 } 740 if (auto *Unknown = dyn_cast<SCEVUnknown>(DelinearizedSize)) { 741 auto *V = dyn_cast<Value>(Unknown->getValue()); 742 if (auto *Load = dyn_cast<LoadInst>(V)) { 743 if (Context.CurRegion.contains(Load) && 744 isHoistableLoad(Load, CurRegion, *LI, *SE)) 745 Context.RequiredILS.insert(Load); 746 continue; 747 } 748 } 749 if (hasScalarDepsInsideRegion(DelinearizedSize, &CurRegion, Scope, false)) 750 return invalid<ReportNonAffineAccess>( 751 Context, /*Assert=*/true, DelinearizedSize, 752 Context.Accesses[BasePointer].front().first, BaseValue); 753 } 754 755 // No array shape derived. 756 if (Sizes.empty()) { 757 if (AllowNonAffine) 758 return true; 759 760 for (const auto &Pair : Context.Accesses[BasePointer]) { 761 const Instruction *Insn = Pair.first; 762 const SCEV *AF = Pair.second; 763 764 if (!isAffine(AF, Scope, Context, BaseValue)) { 765 invalid<ReportNonAffineAccess>(Context, /*Assert=*/true, AF, Insn, 766 BaseValue); 767 if (!KeepGoing) 768 return false; 769 } 770 } 771 return false; 772 } 773 return true; 774 } 775 776 // We first store the resulting memory accesses in TempMemoryAccesses. Only 777 // if the access functions for all memory accesses have been successfully 778 // delinearized we continue. Otherwise, we either report a failure or, if 779 // non-affine accesses are allowed, we drop the information. In case the 780 // information is dropped the memory accesses need to be overapproximated 781 // when translated to a polyhedral representation. 782 bool ScopDetection::computeAccessFunctions( 783 DetectionContext &Context, const SCEVUnknown *BasePointer, 784 std::shared_ptr<ArrayShape> Shape) const { 785 Value *BaseValue = BasePointer->getValue(); 786 bool BasePtrHasNonAffine = false; 787 MapInsnToMemAcc TempMemoryAccesses; 788 for (const auto &Pair : Context.Accesses[BasePointer]) { 789 const Instruction *Insn = Pair.first; 790 auto *AF = Pair.second; 791 AF = SCEVRemoveMax::remove(*SE, AF); 792 bool IsNonAffine = false; 793 TempMemoryAccesses.insert(std::make_pair(Insn, MemAcc(Insn, Shape))); 794 MemAcc *Acc = &TempMemoryAccesses.find(Insn)->second; 795 auto *Scope = LI->getLoopFor(Insn->getParent()); 796 797 if (!AF) { 798 if (isAffine(Pair.second, Scope, Context, BaseValue)) 799 Acc->DelinearizedSubscripts.push_back(Pair.second); 800 else 801 IsNonAffine = true; 802 } else { 803 SE->computeAccessFunctions(AF, Acc->DelinearizedSubscripts, 804 Shape->DelinearizedSizes); 805 if (Acc->DelinearizedSubscripts.size() == 0) 806 IsNonAffine = true; 807 for (const SCEV *S : Acc->DelinearizedSubscripts) 808 if (!isAffine(S, Scope, Context, BaseValue)) 809 IsNonAffine = true; 810 } 811 812 // (Possibly) report non affine access 813 if (IsNonAffine) { 814 BasePtrHasNonAffine = true; 815 if (!AllowNonAffine) 816 invalid<ReportNonAffineAccess>(Context, /*Assert=*/true, Pair.second, 817 Insn, BaseValue); 818 if (!KeepGoing && !AllowNonAffine) 819 return false; 820 } 821 } 822 823 if (!BasePtrHasNonAffine) 824 Context.InsnToMemAcc.insert(TempMemoryAccesses.begin(), 825 TempMemoryAccesses.end()); 826 827 return true; 828 } 829 830 bool ScopDetection::hasBaseAffineAccesses(DetectionContext &Context, 831 const SCEVUnknown *BasePointer, 832 Loop *Scope) const { 833 auto Shape = std::shared_ptr<ArrayShape>(new ArrayShape(BasePointer)); 834 835 auto Terms = getDelinearizationTerms(Context, BasePointer); 836 837 SE->findArrayDimensions(Terms, Shape->DelinearizedSizes, 838 Context.ElementSize[BasePointer]); 839 840 if (!hasValidArraySizes(Context, Shape->DelinearizedSizes, BasePointer, 841 Scope)) 842 return false; 843 844 return computeAccessFunctions(Context, BasePointer, Shape); 845 } 846 847 bool ScopDetection::hasAffineMemoryAccesses(DetectionContext &Context) const { 848 // TODO: If we have an unknown access and other non-affine accesses we do 849 // not try to delinearize them for now. 850 if (Context.HasUnknownAccess && !Context.NonAffineAccesses.empty()) 851 return AllowNonAffine; 852 853 for (auto &Pair : Context.NonAffineAccesses) { 854 auto *BasePointer = Pair.first; 855 auto *Scope = Pair.second; 856 if (!hasBaseAffineAccesses(Context, BasePointer, Scope)) { 857 if (KeepGoing) 858 continue; 859 else 860 return false; 861 } 862 } 863 return true; 864 } 865 866 bool ScopDetection::isValidAccess(Instruction *Inst, const SCEV *AF, 867 const SCEVUnknown *BP, 868 DetectionContext &Context) const { 869 870 if (!BP) 871 return invalid<ReportNoBasePtr>(Context, /*Assert=*/true, Inst); 872 873 auto *BV = BP->getValue(); 874 if (isa<UndefValue>(BV)) 875 return invalid<ReportUndefBasePtr>(Context, /*Assert=*/true, Inst); 876 877 // FIXME: Think about allowing IntToPtrInst 878 if (IntToPtrInst *Inst = dyn_cast<IntToPtrInst>(BV)) 879 return invalid<ReportIntToPtr>(Context, /*Assert=*/true, Inst); 880 881 // Check that the base address of the access is invariant in the current 882 // region. 883 if (!isInvariant(*BV, Context.CurRegion)) 884 return invalid<ReportVariantBasePtr>(Context, /*Assert=*/true, BV, Inst); 885 886 AF = SE->getMinusSCEV(AF, BP); 887 888 const SCEV *Size; 889 if (!isa<MemIntrinsic>(Inst)) { 890 Size = SE->getElementSize(Inst); 891 } else { 892 auto *SizeTy = 893 SE->getEffectiveSCEVType(PointerType::getInt8PtrTy(SE->getContext())); 894 Size = SE->getConstant(SizeTy, 8); 895 } 896 897 if (Context.ElementSize[BP]) { 898 if (!AllowDifferentTypes && Context.ElementSize[BP] != Size) 899 return invalid<ReportDifferentArrayElementSize>(Context, /*Assert=*/true, 900 Inst, BV); 901 902 Context.ElementSize[BP] = SE->getSMinExpr(Size, Context.ElementSize[BP]); 903 } else { 904 Context.ElementSize[BP] = Size; 905 } 906 907 bool IsVariantInNonAffineLoop = false; 908 SetVector<const Loop *> Loops; 909 findLoops(AF, Loops); 910 for (const Loop *L : Loops) 911 if (Context.BoxedLoopsSet.count(L)) 912 IsVariantInNonAffineLoop = true; 913 914 auto *Scope = LI->getLoopFor(Inst->getParent()); 915 bool IsAffine = !IsVariantInNonAffineLoop && isAffine(AF, Scope, Context, BV); 916 // Do not try to delinearize memory intrinsics and force them to be affine. 917 if (isa<MemIntrinsic>(Inst) && !IsAffine) { 918 return invalid<ReportNonAffineAccess>(Context, /*Assert=*/true, AF, Inst, 919 BV); 920 } else if (PollyDelinearize && !IsVariantInNonAffineLoop) { 921 Context.Accesses[BP].push_back({Inst, AF}); 922 923 if (!IsAffine) 924 Context.NonAffineAccesses.insert( 925 std::make_pair(BP, LI->getLoopFor(Inst->getParent()))); 926 } else if (!AllowNonAffine && !IsAffine) { 927 return invalid<ReportNonAffineAccess>(Context, /*Assert=*/true, AF, Inst, 928 BV); 929 } 930 931 if (IgnoreAliasing) 932 return true; 933 934 // Check if the base pointer of the memory access does alias with 935 // any other pointer. This cannot be handled at the moment. 936 AAMDNodes AATags; 937 Inst->getAAMetadata(AATags); 938 AliasSet &AS = Context.AST.getAliasSetForPointer( 939 BP->getValue(), MemoryLocation::UnknownSize, AATags); 940 941 if (!AS.isMustAlias()) { 942 if (PollyUseRuntimeAliasChecks) { 943 bool CanBuildRunTimeCheck = true; 944 // The run-time alias check places code that involves the base pointer at 945 // the beginning of the SCoP. This breaks if the base pointer is defined 946 // inside the scop. Hence, we can only create a run-time check if we are 947 // sure the base pointer is not an instruction defined inside the scop. 948 // However, we can ignore loads that will be hoisted. 949 for (const auto &Ptr : AS) { 950 Instruction *Inst = dyn_cast<Instruction>(Ptr.getValue()); 951 if (Inst && Context.CurRegion.contains(Inst)) { 952 auto *Load = dyn_cast<LoadInst>(Inst); 953 if (Load && isHoistableLoad(Load, Context.CurRegion, *LI, *SE)) { 954 Context.RequiredILS.insert(Load); 955 continue; 956 } 957 958 CanBuildRunTimeCheck = false; 959 break; 960 } 961 } 962 963 if (CanBuildRunTimeCheck) 964 return true; 965 } 966 return invalid<ReportAlias>(Context, /*Assert=*/true, Inst, AS); 967 } 968 969 return true; 970 } 971 972 bool ScopDetection::isValidMemoryAccess(MemAccInst Inst, 973 DetectionContext &Context) const { 974 Value *Ptr = Inst.getPointerOperand(); 975 Loop *L = LI->getLoopFor(Inst->getParent()); 976 const SCEV *AccessFunction = SE->getSCEVAtScope(Ptr, L); 977 const SCEVUnknown *BasePointer; 978 979 BasePointer = dyn_cast<SCEVUnknown>(SE->getPointerBase(AccessFunction)); 980 981 return isValidAccess(Inst, AccessFunction, BasePointer, Context); 982 } 983 984 bool ScopDetection::isValidInstruction(Instruction &Inst, 985 DetectionContext &Context) const { 986 for (auto &Op : Inst.operands()) { 987 auto *OpInst = dyn_cast<Instruction>(&Op); 988 989 if (!OpInst) 990 continue; 991 992 if (isErrorBlock(*OpInst->getParent(), Context.CurRegion, *LI, *DT)) 993 return false; 994 } 995 996 // We only check the call instruction but not invoke instruction. 997 if (CallInst *CI = dyn_cast<CallInst>(&Inst)) { 998 if (isValidCallInst(*CI, Context)) 999 return true; 1000 1001 return invalid<ReportFuncCall>(Context, /*Assert=*/true, &Inst); 1002 } 1003 1004 if (!Inst.mayWriteToMemory() && !Inst.mayReadFromMemory()) { 1005 if (!isa<AllocaInst>(Inst)) 1006 return true; 1007 1008 return invalid<ReportAlloca>(Context, /*Assert=*/true, &Inst); 1009 } 1010 1011 // Check the access function. 1012 if (auto MemInst = MemAccInst::dyn_cast(Inst)) { 1013 Context.hasStores |= isa<StoreInst>(MemInst); 1014 Context.hasLoads |= isa<LoadInst>(MemInst); 1015 if (!MemInst.isSimple()) 1016 return invalid<ReportNonSimpleMemoryAccess>(Context, /*Assert=*/true, 1017 &Inst); 1018 1019 return isValidMemoryAccess(MemInst, Context); 1020 } 1021 1022 // We do not know this instruction, therefore we assume it is invalid. 1023 return invalid<ReportUnknownInst>(Context, /*Assert=*/true, &Inst); 1024 } 1025 1026 bool ScopDetection::canUseISLTripCount(Loop *L, 1027 DetectionContext &Context) const { 1028 // Ensure the loop has valid exiting blocks as well as latches, otherwise we 1029 // need to overapproximate it as a boxed loop. 1030 SmallVector<BasicBlock *, 4> LoopControlBlocks; 1031 L->getLoopLatches(LoopControlBlocks); 1032 L->getExitingBlocks(LoopControlBlocks); 1033 for (BasicBlock *ControlBB : LoopControlBlocks) { 1034 if (!isValidCFG(*ControlBB, true, false, Context)) 1035 return false; 1036 } 1037 1038 // We can use ISL to compute the trip count of L. 1039 return true; 1040 } 1041 1042 bool ScopDetection::isValidLoop(Loop *L, DetectionContext &Context) const { 1043 if (canUseISLTripCount(L, Context)) 1044 return true; 1045 1046 if (AllowNonAffineSubLoops && AllowNonAffineSubRegions) { 1047 Region *R = RI->getRegionFor(L->getHeader()); 1048 while (R != &Context.CurRegion && !R->contains(L)) 1049 R = R->getParent(); 1050 1051 if (addOverApproximatedRegion(R, Context)) 1052 return true; 1053 } 1054 1055 const SCEV *LoopCount = SE->getBackedgeTakenCount(L); 1056 return invalid<ReportLoopBound>(Context, /*Assert=*/true, L, LoopCount); 1057 } 1058 1059 /// @brief Return the number of loops in @p L (incl. @p L) that have a trip 1060 /// count that is not known to be less than MIN_LOOP_TRIP_COUNT. 1061 static int countBeneficialSubLoops(Loop *L, ScalarEvolution &SE) { 1062 auto *TripCount = SE.getBackedgeTakenCount(L); 1063 1064 int count = 1; 1065 if (auto *TripCountC = dyn_cast<SCEVConstant>(TripCount)) 1066 if (TripCountC->getType()->getScalarSizeInBits() <= 64) 1067 if (TripCountC->getValue()->getZExtValue() < MIN_LOOP_TRIP_COUNT) 1068 count -= 1; 1069 1070 for (auto &SubLoop : *L) 1071 count += countBeneficialSubLoops(SubLoop, SE); 1072 1073 return count; 1074 } 1075 1076 int ScopDetection::countBeneficialLoops(Region *R) const { 1077 int LoopNum = 0; 1078 1079 auto L = LI->getLoopFor(R->getEntry()); 1080 L = L ? R->outermostLoopInRegion(L) : nullptr; 1081 L = L ? L->getParentLoop() : nullptr; 1082 1083 auto SubLoops = 1084 L ? L->getSubLoopsVector() : std::vector<Loop *>(LI->begin(), LI->end()); 1085 1086 for (auto &SubLoop : SubLoops) 1087 if (R->contains(SubLoop)) 1088 LoopNum += countBeneficialSubLoops(SubLoop, *SE); 1089 1090 return LoopNum; 1091 } 1092 1093 Region *ScopDetection::expandRegion(Region &R) { 1094 // Initial no valid region was found (greater than R) 1095 std::unique_ptr<Region> LastValidRegion; 1096 auto ExpandedRegion = std::unique_ptr<Region>(R.getExpandedRegion()); 1097 1098 DEBUG(dbgs() << "\tExpanding " << R.getNameStr() << "\n"); 1099 1100 while (ExpandedRegion) { 1101 const auto &It = DetectionContextMap.insert(std::make_pair( 1102 ExpandedRegion.get(), 1103 DetectionContext(*ExpandedRegion, *AA, false /*verifying*/))); 1104 DetectionContext &Context = It.first->second; 1105 DEBUG(dbgs() << "\t\tTrying " << ExpandedRegion->getNameStr() << "\n"); 1106 // Only expand when we did not collect errors. 1107 1108 if (!Context.Log.hasErrors()) { 1109 // If the exit is valid check all blocks 1110 // - if true, a valid region was found => store it + keep expanding 1111 // - if false, .tbd. => stop (should this really end the loop?) 1112 if (!allBlocksValid(Context) || Context.Log.hasErrors()) { 1113 removeCachedResults(*ExpandedRegion); 1114 break; 1115 } 1116 1117 // Store this region, because it is the greatest valid (encountered so 1118 // far). 1119 removeCachedResults(*LastValidRegion); 1120 LastValidRegion = std::move(ExpandedRegion); 1121 1122 // Create and test the next greater region (if any) 1123 ExpandedRegion = 1124 std::unique_ptr<Region>(LastValidRegion->getExpandedRegion()); 1125 1126 } else { 1127 // Create and test the next greater region (if any) 1128 removeCachedResults(*ExpandedRegion); 1129 ExpandedRegion = 1130 std::unique_ptr<Region>(ExpandedRegion->getExpandedRegion()); 1131 } 1132 } 1133 1134 DEBUG({ 1135 if (LastValidRegion) 1136 dbgs() << "\tto " << LastValidRegion->getNameStr() << "\n"; 1137 else 1138 dbgs() << "\tExpanding " << R.getNameStr() << " failed\n"; 1139 }); 1140 1141 return LastValidRegion.release(); 1142 } 1143 static bool regionWithoutLoops(Region &R, LoopInfo *LI) { 1144 for (const BasicBlock *BB : R.blocks()) 1145 if (R.contains(LI->getLoopFor(BB))) 1146 return false; 1147 1148 return true; 1149 } 1150 1151 unsigned ScopDetection::removeCachedResultsRecursively(const Region &R) { 1152 unsigned Count = 0; 1153 for (auto &SubRegion : R) { 1154 if (ValidRegions.count(SubRegion.get())) { 1155 removeCachedResults(*SubRegion.get()); 1156 ++Count; 1157 } else 1158 Count += removeCachedResultsRecursively(*SubRegion); 1159 } 1160 return Count; 1161 } 1162 1163 void ScopDetection::removeCachedResults(const Region &R) { 1164 ValidRegions.remove(&R); 1165 DetectionContextMap.erase(&R); 1166 } 1167 1168 void ScopDetection::findScops(Region &R) { 1169 const auto &It = DetectionContextMap.insert( 1170 std::make_pair(&R, DetectionContext(R, *AA, false /*verifying*/))); 1171 DetectionContext &Context = It.first->second; 1172 1173 bool RegionIsValid = false; 1174 if (!PollyProcessUnprofitable && regionWithoutLoops(R, LI)) 1175 invalid<ReportUnprofitable>(Context, /*Assert=*/true, &R); 1176 else 1177 RegionIsValid = isValidRegion(Context); 1178 1179 bool HasErrors = !RegionIsValid || Context.Log.size() > 0; 1180 1181 if (PollyTrackFailures && HasErrors) 1182 RejectLogs.insert(std::make_pair(&R, Context.Log)); 1183 1184 if (HasErrors) { 1185 removeCachedResults(R); 1186 } else { 1187 ++ValidRegion; 1188 ValidRegions.insert(&R); 1189 return; 1190 } 1191 1192 for (auto &SubRegion : R) 1193 findScops(*SubRegion); 1194 1195 // Try to expand regions. 1196 // 1197 // As the region tree normally only contains canonical regions, non canonical 1198 // regions that form a Scop are not found. Therefore, those non canonical 1199 // regions are checked by expanding the canonical ones. 1200 1201 std::vector<Region *> ToExpand; 1202 1203 for (auto &SubRegion : R) 1204 ToExpand.push_back(SubRegion.get()); 1205 1206 for (Region *CurrentRegion : ToExpand) { 1207 // Skip regions that had errors. 1208 bool HadErrors = RejectLogs.hasErrors(CurrentRegion); 1209 if (HadErrors) 1210 continue; 1211 1212 // Skip invalid regions. Regions may become invalid, if they are element of 1213 // an already expanded region. 1214 if (!ValidRegions.count(CurrentRegion)) 1215 continue; 1216 1217 Region *ExpandedR = expandRegion(*CurrentRegion); 1218 1219 if (!ExpandedR) 1220 continue; 1221 1222 R.addSubRegion(ExpandedR, true); 1223 ValidRegions.insert(ExpandedR); 1224 removeCachedResults(*CurrentRegion); 1225 1226 // Erase all (direct and indirect) children of ExpandedR from the valid 1227 // regions and update the number of valid regions. 1228 ValidRegion -= removeCachedResultsRecursively(*ExpandedR); 1229 } 1230 } 1231 1232 bool ScopDetection::allBlocksValid(DetectionContext &Context) const { 1233 Region &CurRegion = Context.CurRegion; 1234 1235 for (const BasicBlock *BB : CurRegion.blocks()) { 1236 Loop *L = LI->getLoopFor(BB); 1237 if (L && L->getHeader() == BB && (!isValidLoop(L, Context) && !KeepGoing)) 1238 return false; 1239 } 1240 1241 for (BasicBlock *BB : CurRegion.blocks()) { 1242 bool IsErrorBlock = isErrorBlock(*BB, CurRegion, *LI, *DT); 1243 1244 // Also check exception blocks (and possibly register them as non-affine 1245 // regions). Even though exception blocks are not modeled, we use them 1246 // to forward-propagate domain constraints during ScopInfo construction. 1247 if (!isValidCFG(*BB, false, IsErrorBlock, Context) && !KeepGoing) 1248 return false; 1249 1250 if (IsErrorBlock) 1251 continue; 1252 1253 for (BasicBlock::iterator I = BB->begin(), E = --BB->end(); I != E; ++I) 1254 if (!isValidInstruction(*I, Context) && !KeepGoing) 1255 return false; 1256 } 1257 1258 if (!hasAffineMemoryAccesses(Context)) 1259 return false; 1260 1261 return true; 1262 } 1263 1264 bool ScopDetection::hasSufficientCompute(DetectionContext &Context, 1265 int NumLoops) const { 1266 int InstCount = 0; 1267 1268 for (auto *BB : Context.CurRegion.blocks()) 1269 if (Context.CurRegion.contains(LI->getLoopFor(BB))) 1270 InstCount += BB->size(); 1271 1272 InstCount = InstCount / NumLoops; 1273 1274 return InstCount >= ProfitabilityMinPerLoopInstructions; 1275 } 1276 1277 bool ScopDetection::isProfitableRegion(DetectionContext &Context) const { 1278 Region &CurRegion = Context.CurRegion; 1279 1280 if (PollyProcessUnprofitable) 1281 return true; 1282 1283 // We can probably not do a lot on scops that only write or only read 1284 // data. 1285 if (!Context.hasStores || !Context.hasLoads) 1286 return invalid<ReportUnprofitable>(Context, /*Assert=*/true, &CurRegion); 1287 1288 int NumLoops = countBeneficialLoops(&CurRegion); 1289 int NumAffineLoops = NumLoops - Context.BoxedLoopsSet.size(); 1290 1291 // Scops with at least two loops may allow either loop fusion or tiling and 1292 // are consequently interesting to look at. 1293 if (NumAffineLoops >= 2) 1294 return true; 1295 1296 // Scops that contain a loop with a non-trivial amount of computation per 1297 // loop-iteration are interesting as we may be able to parallelize such 1298 // loops. Individual loops that have only a small amount of computation 1299 // per-iteration are performance-wise very fragile as any change to the 1300 // loop induction variables may affect performance. To not cause spurious 1301 // performance regressions, we do not consider such loops. 1302 if (NumAffineLoops == 1 && hasSufficientCompute(Context, NumLoops)) 1303 return true; 1304 1305 return invalid<ReportUnprofitable>(Context, /*Assert=*/true, &CurRegion); 1306 } 1307 1308 bool ScopDetection::isValidRegion(DetectionContext &Context) const { 1309 Region &CurRegion = Context.CurRegion; 1310 1311 DEBUG(dbgs() << "Checking region: " << CurRegion.getNameStr() << "\n\t"); 1312 1313 if (CurRegion.isTopLevelRegion()) { 1314 DEBUG(dbgs() << "Top level region is invalid\n"); 1315 return false; 1316 } 1317 1318 if (!CurRegion.getEntry()->getName().count(OnlyRegion)) { 1319 DEBUG({ 1320 dbgs() << "Region entry does not match -polly-region-only"; 1321 dbgs() << "\n"; 1322 }); 1323 return false; 1324 } 1325 1326 // SCoP cannot contain the entry block of the function, because we need 1327 // to insert alloca instruction there when translate scalar to array. 1328 if (CurRegion.getEntry() == 1329 &(CurRegion.getEntry()->getParent()->getEntryBlock())) 1330 return invalid<ReportEntry>(Context, /*Assert=*/true, CurRegion.getEntry()); 1331 1332 if (!allBlocksValid(Context)) 1333 return false; 1334 1335 DebugLoc DbgLoc; 1336 if (!isReducibleRegion(CurRegion, DbgLoc)) 1337 return invalid<ReportIrreducibleRegion>(Context, /*Assert=*/true, 1338 &CurRegion, DbgLoc); 1339 1340 if (!isProfitableRegion(Context)) 1341 return false; 1342 1343 DEBUG(dbgs() << "OK\n"); 1344 return true; 1345 } 1346 1347 void ScopDetection::markFunctionAsInvalid(Function *F) const { 1348 F->addFnAttr(PollySkipFnAttr); 1349 } 1350 1351 bool ScopDetection::isValidFunction(llvm::Function &F) { 1352 return !F.hasFnAttribute(PollySkipFnAttr); 1353 } 1354 1355 void ScopDetection::printLocations(llvm::Function &F) { 1356 for (const Region *R : *this) { 1357 unsigned LineEntry, LineExit; 1358 std::string FileName; 1359 1360 getDebugLocation(R, LineEntry, LineExit, FileName); 1361 DiagnosticScopFound Diagnostic(F, FileName, LineEntry, LineExit); 1362 F.getContext().diagnose(Diagnostic); 1363 } 1364 } 1365 1366 void ScopDetection::emitMissedRemarksForValidRegions(const Function &F) { 1367 for (const Region *R : ValidRegions) { 1368 const Region *Parent = R->getParent(); 1369 if (Parent && !Parent->isTopLevelRegion() && RejectLogs.count(Parent)) 1370 emitRejectionRemarks(F, RejectLogs.at(Parent)); 1371 } 1372 } 1373 1374 void ScopDetection::emitMissedRemarksForLeaves(const Function &F, 1375 const Region *R) { 1376 for (const std::unique_ptr<Region> &Child : *R) { 1377 bool IsValid = DetectionContextMap.count(Child.get()); 1378 if (IsValid) 1379 continue; 1380 1381 bool IsLeaf = Child->begin() == Child->end(); 1382 if (!IsLeaf) 1383 emitMissedRemarksForLeaves(F, Child.get()); 1384 else { 1385 if (RejectLogs.count(Child.get())) { 1386 emitRejectionRemarks(F, RejectLogs.at(Child.get())); 1387 } 1388 } 1389 } 1390 } 1391 1392 bool ScopDetection::isReducibleRegion(Region &R, DebugLoc &DbgLoc) const { 1393 BasicBlock *REntry = R.getEntry(); 1394 BasicBlock *RExit = R.getExit(); 1395 // Map to match the color of a BasicBlock during the DFS walk. 1396 DenseMap<const BasicBlock *, Color> BBColorMap; 1397 // Stack keeping track of current BB and index of next child to be processed. 1398 std::stack<std::pair<BasicBlock *, unsigned>> DFSStack; 1399 1400 unsigned AdjacentBlockIndex = 0; 1401 BasicBlock *CurrBB, *SuccBB; 1402 CurrBB = REntry; 1403 1404 // Initialize the map for all BB with WHITE color. 1405 for (auto *BB : R.blocks()) 1406 BBColorMap[BB] = ScopDetection::WHITE; 1407 1408 // Process the entry block of the Region. 1409 BBColorMap[CurrBB] = ScopDetection::GREY; 1410 DFSStack.push(std::make_pair(CurrBB, 0)); 1411 1412 while (!DFSStack.empty()) { 1413 // Get next BB on stack to be processed. 1414 CurrBB = DFSStack.top().first; 1415 AdjacentBlockIndex = DFSStack.top().second; 1416 DFSStack.pop(); 1417 1418 // Loop to iterate over the successors of current BB. 1419 const TerminatorInst *TInst = CurrBB->getTerminator(); 1420 unsigned NSucc = TInst->getNumSuccessors(); 1421 for (unsigned I = AdjacentBlockIndex; I < NSucc; 1422 ++I, ++AdjacentBlockIndex) { 1423 SuccBB = TInst->getSuccessor(I); 1424 1425 // Checks for region exit block and self-loops in BB. 1426 if (SuccBB == RExit || SuccBB == CurrBB) 1427 continue; 1428 1429 // WHITE indicates an unvisited BB in DFS walk. 1430 if (BBColorMap[SuccBB] == ScopDetection::WHITE) { 1431 // Push the current BB and the index of the next child to be visited. 1432 DFSStack.push(std::make_pair(CurrBB, I + 1)); 1433 // Push the next BB to be processed. 1434 DFSStack.push(std::make_pair(SuccBB, 0)); 1435 // First time the BB is being processed. 1436 BBColorMap[SuccBB] = ScopDetection::GREY; 1437 break; 1438 } else if (BBColorMap[SuccBB] == ScopDetection::GREY) { 1439 // GREY indicates a loop in the control flow. 1440 // If the destination dominates the source, it is a natural loop 1441 // else, an irreducible control flow in the region is detected. 1442 if (!DT->dominates(SuccBB, CurrBB)) { 1443 // Get debug info of instruction which causes irregular control flow. 1444 DbgLoc = TInst->getDebugLoc(); 1445 return false; 1446 } 1447 } 1448 } 1449 1450 // If all children of current BB have been processed, 1451 // then mark that BB as fully processed. 1452 if (AdjacentBlockIndex == NSucc) 1453 BBColorMap[CurrBB] = ScopDetection::BLACK; 1454 } 1455 1456 return true; 1457 } 1458 1459 bool ScopDetection::runOnFunction(llvm::Function &F) { 1460 LI = &getAnalysis<LoopInfoWrapperPass>().getLoopInfo(); 1461 RI = &getAnalysis<RegionInfoPass>().getRegionInfo(); 1462 if (!PollyProcessUnprofitable && LI->empty()) 1463 return false; 1464 1465 AA = &getAnalysis<AAResultsWrapperPass>().getAAResults(); 1466 SE = &getAnalysis<ScalarEvolutionWrapperPass>().getSE(); 1467 DT = &getAnalysis<DominatorTreeWrapperPass>().getDomTree(); 1468 Region *TopRegion = RI->getTopLevelRegion(); 1469 1470 releaseMemory(); 1471 1472 if (OnlyFunction != "" && !F.getName().count(OnlyFunction)) 1473 return false; 1474 1475 if (!isValidFunction(F)) 1476 return false; 1477 1478 findScops(*TopRegion); 1479 1480 // Only makes sense when we tracked errors. 1481 if (PollyTrackFailures) { 1482 emitMissedRemarksForValidRegions(F); 1483 emitMissedRemarksForLeaves(F, TopRegion); 1484 } 1485 1486 if (ReportLevel) 1487 printLocations(F); 1488 1489 assert(ValidRegions.size() == DetectionContextMap.size() && 1490 "Cached more results than valid regions"); 1491 return false; 1492 } 1493 1494 bool ScopDetection::isNonAffineSubRegion(const Region *SubR, 1495 const Region *ScopR) const { 1496 const DetectionContext *DC = getDetectionContext(ScopR); 1497 assert(DC && "ScopR is no valid region!"); 1498 return DC->NonAffineSubRegionSet.count(SubR); 1499 } 1500 1501 const ScopDetection::DetectionContext * 1502 ScopDetection::getDetectionContext(const Region *R) const { 1503 auto DCMIt = DetectionContextMap.find(R); 1504 if (DCMIt == DetectionContextMap.end()) 1505 return nullptr; 1506 return &DCMIt->second; 1507 } 1508 1509 const ScopDetection::BoxedLoopsSetTy * 1510 ScopDetection::getBoxedLoops(const Region *R) const { 1511 const DetectionContext *DC = getDetectionContext(R); 1512 assert(DC && "ScopR is no valid region!"); 1513 return &DC->BoxedLoopsSet; 1514 } 1515 1516 const MapInsnToMemAcc * 1517 ScopDetection::getInsnToMemAccMap(const Region *R) const { 1518 const DetectionContext *DC = getDetectionContext(R); 1519 assert(DC && "ScopR is no valid region!"); 1520 return &DC->InsnToMemAcc; 1521 } 1522 1523 const InvariantLoadsSetTy * 1524 ScopDetection::getRequiredInvariantLoads(const Region *R) const { 1525 const DetectionContext *DC = getDetectionContext(R); 1526 assert(DC && "ScopR is no valid region!"); 1527 return &DC->RequiredILS; 1528 } 1529 1530 void polly::ScopDetection::verifyRegion(const Region &R) const { 1531 assert(isMaxRegionInScop(R) && "Expect R is a valid region."); 1532 1533 DetectionContext Context(const_cast<Region &>(R), *AA, true /*verifying*/); 1534 isValidRegion(Context); 1535 } 1536 1537 void polly::ScopDetection::verifyAnalysis() const { 1538 if (!VerifyScops) 1539 return; 1540 1541 for (const Region *R : ValidRegions) 1542 verifyRegion(*R); 1543 } 1544 1545 void ScopDetection::getAnalysisUsage(AnalysisUsage &AU) const { 1546 AU.addRequired<LoopInfoWrapperPass>(); 1547 AU.addRequired<ScalarEvolutionWrapperPass>(); 1548 AU.addRequired<DominatorTreeWrapperPass>(); 1549 // We also need AA and RegionInfo when we are verifying analysis. 1550 AU.addRequiredTransitive<AAResultsWrapperPass>(); 1551 AU.addRequiredTransitive<RegionInfoPass>(); 1552 AU.setPreservesAll(); 1553 } 1554 1555 void ScopDetection::print(raw_ostream &OS, const Module *) const { 1556 for (const Region *R : ValidRegions) 1557 OS << "Valid Region for Scop: " << R->getNameStr() << '\n'; 1558 1559 OS << "\n"; 1560 } 1561 1562 void ScopDetection::releaseMemory() { 1563 RejectLogs.clear(); 1564 ValidRegions.clear(); 1565 DetectionContextMap.clear(); 1566 1567 // Do not clear the invalid function set. 1568 } 1569 1570 char ScopDetection::ID = 0; 1571 1572 Pass *polly::createScopDetectionPass() { return new ScopDetection(); } 1573 1574 INITIALIZE_PASS_BEGIN(ScopDetection, "polly-detect", 1575 "Polly - Detect static control parts (SCoPs)", false, 1576 false); 1577 INITIALIZE_PASS_DEPENDENCY(AAResultsWrapperPass); 1578 INITIALIZE_PASS_DEPENDENCY(LoopInfoWrapperPass); 1579 INITIALIZE_PASS_DEPENDENCY(RegionInfoPass); 1580 INITIALIZE_PASS_DEPENDENCY(DominatorTreeWrapperPass); 1581 INITIALIZE_PASS_DEPENDENCY(ScalarEvolutionWrapperPass); 1582 INITIALIZE_PASS_END(ScopDetection, "polly-detect", 1583 "Polly - Detect static control parts (SCoPs)", false, false) 1584