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 // Only function calls and intrinsics that do not have side effects are allowed 38 // (readnone). 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 49 #include "polly/LinkAllPasses.h" 50 #include "polly/Support/ScopHelper.h" 51 #include "polly/Support/SCEVValidator.h" 52 53 #include "llvm/LLVMContext.h" 54 #include "llvm/ADT/Statistic.h" 55 #include "llvm/Analysis/AliasAnalysis.h" 56 #include "llvm/Analysis/LoopInfo.h" 57 #include "llvm/Analysis/RegionIterator.h" 58 #include "llvm/Analysis/ScalarEvolution.h" 59 #include "llvm/Analysis/ScalarEvolutionExpressions.h" 60 #include "llvm/Support/CommandLine.h" 61 #include "llvm/Assembly/Writer.h" 62 63 #define DEBUG_TYPE "polly-detect" 64 #include "llvm/Support/Debug.h" 65 66 #include <set> 67 68 using namespace llvm; 69 using namespace polly; 70 71 static cl::opt<std::string> 72 OnlyFunction("polly-detect-only", 73 cl::desc("Only detect scops in function"), cl::Hidden, 74 cl::value_desc("The function name to detect scops in"), 75 cl::ValueRequired, cl::init("")); 76 77 static cl::opt<bool> 78 IgnoreAliasing("polly-ignore-aliasing", 79 cl::desc("Ignore possible aliasing of the array bases"), 80 cl::Hidden, cl::init(false)); 81 82 static cl::opt<bool> 83 AllowNonAffine("polly-allow-nonaffine", 84 cl::desc("Allow non affine access functions in arrays"), 85 cl::Hidden, cl::init(false)); 86 87 //===----------------------------------------------------------------------===// 88 // Statistics. 89 90 STATISTIC(ValidRegion, "Number of regions that a valid part of Scop"); 91 92 #define BADSCOP_STAT(NAME, DESC) STATISTIC(Bad##NAME##ForScop, \ 93 "Number of bad regions for Scop: "\ 94 DESC) 95 96 #define INVALID(NAME, MESSAGE) \ 97 do { \ 98 std::string Buf; \ 99 raw_string_ostream fmt(Buf); \ 100 fmt << MESSAGE; \ 101 fmt.flush(); \ 102 LastFailure = Buf; \ 103 DEBUG(dbgs() << MESSAGE); \ 104 DEBUG(dbgs() << "\n"); \ 105 assert(!Context.Verifying && #NAME); \ 106 if (!Context.Verifying) ++Bad##NAME##ForScop; \ 107 return false; \ 108 } while (0); 109 110 111 #define INVALID_NOVERIFY(NAME, MESSAGE) \ 112 do { \ 113 std::string Buf; \ 114 raw_string_ostream fmt(Buf); \ 115 fmt << MESSAGE; \ 116 fmt.flush(); \ 117 LastFailure = Buf; \ 118 DEBUG(dbgs() << MESSAGE); \ 119 DEBUG(dbgs() << "\n"); \ 120 /* DISABLED: assert(!Context.Verifying && #NAME); */ \ 121 if (!Context.Verifying) ++Bad##NAME##ForScop; \ 122 return false; \ 123 } while (0); 124 125 126 BADSCOP_STAT(CFG, "CFG too complex"); 127 BADSCOP_STAT(IndVar, "Non canonical induction variable in loop"); 128 BADSCOP_STAT(LoopBound, "Loop bounds can not be computed"); 129 BADSCOP_STAT(FuncCall, "Function call with side effects appeared"); 130 BADSCOP_STAT(AffFunc, "Expression not affine"); 131 BADSCOP_STAT(Scalar, "Found scalar dependency"); 132 BADSCOP_STAT(Alias, "Found base address alias"); 133 BADSCOP_STAT(SimpleRegion, "Region not simple"); 134 BADSCOP_STAT(Other, "Others"); 135 136 //===----------------------------------------------------------------------===// 137 // ScopDetection. 138 bool ScopDetection::isMaxRegionInScop(const Region &R) const { 139 // The Region is valid only if it could be found in the set. 140 return ValidRegions.count(&R); 141 } 142 143 std::string ScopDetection::regionIsInvalidBecause(const Region *R) const { 144 if (!InvalidRegions.count(R)) 145 return ""; 146 147 return InvalidRegions.find(R)->second; 148 } 149 150 bool ScopDetection::isValidCFG(BasicBlock &BB, DetectionContext &Context) const 151 { 152 Region &RefRegion = Context.CurRegion; 153 TerminatorInst *TI = BB.getTerminator(); 154 155 // Return instructions are only valid if the region is the top level region. 156 if (isa<ReturnInst>(TI) && !RefRegion.getExit() && TI->getNumOperands() == 0) 157 return true; 158 159 BranchInst *Br = dyn_cast<BranchInst>(TI); 160 161 if (!Br) 162 INVALID(CFG, "Non branch instruction terminates BB: " + BB.getName()); 163 164 if (Br->isUnconditional()) return true; 165 166 Value *Condition = Br->getCondition(); 167 168 // UndefValue is not allowed as condition. 169 if (isa<UndefValue>(Condition)) 170 INVALID(AffFunc, "Condition based on 'undef' value in BB: " 171 + BB.getName()); 172 173 // Only Constant and ICmpInst are allowed as condition. 174 if (!(isa<Constant>(Condition) || isa<ICmpInst>(Condition))) 175 INVALID(AffFunc, "Condition in BB '" + BB.getName() + "' neither " 176 "constant nor an icmp instruction"); 177 178 // Allow perfectly nested conditions. 179 assert(Br->getNumSuccessors() == 2 && "Unexpected number of successors"); 180 181 if (ICmpInst *ICmp = dyn_cast<ICmpInst>(Condition)) { 182 // Unsigned comparisons are not allowed. They trigger overflow problems 183 // in the code generation. 184 // 185 // TODO: This is not sufficient and just hides bugs. However it does pretty 186 // well. 187 if(ICmp->isUnsigned()) 188 return false; 189 190 // Are both operands of the ICmp affine? 191 if (isa<UndefValue>(ICmp->getOperand(0)) 192 || isa<UndefValue>(ICmp->getOperand(1))) 193 INVALID(AffFunc, "undef operand in branch at BB: " + BB.getName()); 194 195 const SCEV *LHS = SE->getSCEV(ICmp->getOperand(0)); 196 const SCEV *RHS = SE->getSCEV(ICmp->getOperand(1)); 197 198 if (!isAffineExpr(&Context.CurRegion, LHS, *SE) || 199 !isAffineExpr(&Context.CurRegion, RHS, *SE)) 200 INVALID(AffFunc, "Non affine branch in BB '" << BB.getName() 201 << "' with LHS: " << *LHS << " and RHS: " << *RHS); 202 } 203 204 // Allow loop exit conditions. 205 Loop *L = LI->getLoopFor(&BB); 206 if (L && L->getExitingBlock() == &BB) 207 return true; 208 209 // Allow perfectly nested conditions. 210 Region *R = RI->getRegionFor(&BB); 211 if (R->getEntry() != &BB) 212 INVALID(CFG, "Not well structured condition at BB: " + BB.getName()); 213 214 return true; 215 } 216 217 bool ScopDetection::isValidCallInst(CallInst &CI) { 218 if (CI.mayHaveSideEffects() || CI.doesNotReturn()) 219 return false; 220 221 if (CI.doesNotAccessMemory()) 222 return true; 223 224 Function *CalledFunction = CI.getCalledFunction(); 225 226 // Indirect calls are not supported. 227 if (CalledFunction == 0) 228 return false; 229 230 // TODO: Intrinsics. 231 return false; 232 } 233 234 bool ScopDetection::isValidMemoryAccess(Instruction &Inst, 235 DetectionContext &Context) const { 236 Value *Ptr = getPointerOperand(Inst); 237 const SCEV *AccessFunction = SE->getSCEV(Ptr); 238 const SCEVUnknown *BasePointer; 239 Value *BaseValue; 240 241 BasePointer = dyn_cast<SCEVUnknown>(SE->getPointerBase(AccessFunction)); 242 243 if (!BasePointer) 244 INVALID(AffFunc, "No base pointer"); 245 246 BaseValue = BasePointer->getValue(); 247 248 if (isa<UndefValue>(BaseValue)) 249 INVALID(AffFunc, "Undefined base pointer"); 250 251 AccessFunction = SE->getMinusSCEV(AccessFunction, BasePointer); 252 253 if (!isAffineExpr(&Context.CurRegion, AccessFunction, *SE, BaseValue) && !AllowNonAffine) 254 INVALID(AffFunc, "Non affine access function" << *AccessFunction); 255 256 // FIXME: Alias Analysis thinks IntToPtrInst aliases with alloca instructions 257 // created by IndependentBlocks Pass. 258 if (isa<IntToPtrInst>(BaseValue)) 259 INVALID(Other, "Find bad intToptr prt: " << *BaseValue); 260 261 // Check if the base pointer of the memory access does alias with 262 // any other pointer. This cannot be handled at the moment. 263 AliasSet &AS = 264 Context.AST.getAliasSetForPointer(BaseValue, AliasAnalysis::UnknownSize, 265 Inst.getMetadata(LLVMContext::MD_tbaa)); 266 267 // INVALID triggers an assertion in verifying mode, if it detects that a SCoP 268 // was detected by SCoP detection and that this SCoP was invalidated by a pass 269 // that stated it would preserve the SCoPs. 270 // We disable this check as the independent blocks pass may create memory 271 // references which seem to alias, if -basicaa is not available. They actually 272 // do not, but as we can not proof this without -basicaa we would fail. We 273 // disable this check to not cause irrelevant verification failures. 274 if (!AS.isMustAlias() && !IgnoreAliasing) 275 INVALID_NOVERIFY(Alias, 276 "Possible aliasing for value: " << BaseValue->getName() 277 << "\n"); 278 279 return true; 280 } 281 282 283 bool ScopDetection::hasScalarDependency(Instruction &Inst, 284 Region &RefRegion) const { 285 for (Instruction::use_iterator UI = Inst.use_begin(), UE = Inst.use_end(); 286 UI != UE; ++UI) 287 if (Instruction *Use = dyn_cast<Instruction>(*UI)) 288 if (!RefRegion.contains(Use->getParent())) { 289 // DirtyHack 1: PHINode user outside the Scop is not allow, if this 290 // PHINode is induction variable, the scalar to array transform may 291 // break it and introduce a non-indvar PHINode, which is not allow in 292 // Scop. 293 // This can be fix by: 294 // Introduce a IndependentBlockPrepare pass, which translate all 295 // PHINodes not in Scop to array. 296 // The IndependentBlockPrepare pass can also split the entry block of 297 // the function to hold the alloca instruction created by scalar to 298 // array. and split the exit block of the Scop so the new create load 299 // instruction for escape users will not break other Scops. 300 if (isa<PHINode>(Use)) 301 return true; 302 } 303 304 return false; 305 } 306 307 bool ScopDetection::isValidInstruction(Instruction &Inst, 308 DetectionContext &Context) const { 309 // Only canonical IVs are allowed. 310 if (PHINode *PN = dyn_cast<PHINode>(&Inst)) 311 if (!isIndVar(PN, LI)) 312 INVALID(IndVar, "Non canonical PHI node: " << Inst); 313 314 // Scalar dependencies are not allowed. 315 if (hasScalarDependency(Inst, Context.CurRegion)) 316 INVALID(Scalar, "Scalar dependency found: " << Inst); 317 318 // We only check the call instruction but not invoke instruction. 319 if (CallInst *CI = dyn_cast<CallInst>(&Inst)) { 320 if (isValidCallInst(*CI)) 321 return true; 322 323 INVALID(FuncCall, "Call instruction: " << Inst); 324 } 325 326 if (!Inst.mayWriteToMemory() && !Inst.mayReadFromMemory()) { 327 if (isa<AllocaInst>(Inst)) 328 INVALID(Other, "Alloca instruction: " << Inst); 329 330 return true; 331 } 332 333 // Check the access function. 334 if (isa<LoadInst>(Inst) || isa<StoreInst>(Inst)) 335 return isValidMemoryAccess(Inst, Context); 336 337 // We do not know this instruction, therefore we assume it is invalid. 338 INVALID(Other, "Unknown instruction: " << Inst); 339 } 340 341 bool ScopDetection::isValidBasicBlock(BasicBlock &BB, 342 DetectionContext &Context) const { 343 if (!isValidCFG(BB, Context)) 344 return false; 345 346 // Check all instructions, except the terminator instruction. 347 for (BasicBlock::iterator I = BB.begin(), E = --BB.end(); I != E; ++I) 348 if (!isValidInstruction(*I, Context)) 349 return false; 350 351 Loop *L = LI->getLoopFor(&BB); 352 if (L && L->getHeader() == &BB && !isValidLoop(L, Context)) 353 return false; 354 355 return true; 356 } 357 358 bool ScopDetection::isValidLoop(Loop *L, DetectionContext &Context) const { 359 PHINode *IndVar = L->getCanonicalInductionVariable(); 360 // No canonical induction variable. 361 if (!IndVar) 362 INVALID(IndVar, "No canonical IV at loop header: " 363 << L->getHeader()->getName()); 364 365 // Is the loop count affine? 366 const SCEV *LoopCount = SE->getBackedgeTakenCount(L); 367 if (!isAffineExpr(&Context.CurRegion, LoopCount, *SE)) 368 INVALID(LoopBound, "Non affine loop bound '" << *LoopCount << "' in loop: " 369 << L->getHeader()->getName()); 370 371 return true; 372 } 373 374 Region *ScopDetection::expandRegion(Region &R) { 375 // Initial no valid region was found (greater than R) 376 Region *LastValidRegion = NULL; 377 Region *ExpandedRegion = R.getExpandedRegion(); 378 379 DEBUG(dbgs() << "\tExpanding " << R.getNameStr() << "\n"); 380 381 while (ExpandedRegion) { 382 DetectionContext Context(*ExpandedRegion, *AA, false /* verifying */); 383 DEBUG(dbgs() << "\t\tTrying " << ExpandedRegion->getNameStr() << "\n"); 384 385 // Check the exit first (cheap) 386 if (isValidExit(Context)) { 387 // If the exit is valid check all blocks 388 // - if true, a valid region was found => store it + keep expanding 389 // - if false, .tbd. => stop (should this really end the loop?) 390 if (!allBlocksValid(Context)) 391 break; 392 393 // Delete unnecessary regions (allocated by getExpandedRegion) 394 if (LastValidRegion) 395 delete LastValidRegion; 396 397 // Store this region, because it is the greatest valid (encountered so far) 398 LastValidRegion = ExpandedRegion; 399 400 // Create and test the next greater region (if any) 401 ExpandedRegion = ExpandedRegion->getExpandedRegion(); 402 403 } else { 404 // Create and test the next greater region (if any) 405 Region *TmpRegion = ExpandedRegion->getExpandedRegion(); 406 407 // Delete unnecessary regions (allocated by getExpandedRegion) 408 delete ExpandedRegion; 409 410 ExpandedRegion = TmpRegion; 411 } 412 } 413 414 DEBUG( 415 if (LastValidRegion) 416 dbgs() << "\tto " << LastValidRegion->getNameStr() << "\n"; 417 else 418 dbgs() << "\tExpanding " << R.getNameStr() << " failed\n"; 419 ); 420 421 return LastValidRegion; 422 } 423 424 425 void ScopDetection::findScops(Region &R) { 426 DetectionContext Context(R, *AA, false /*verifying*/); 427 428 LastFailure = ""; 429 430 if (isValidRegion(Context)) { 431 ++ValidRegion; 432 ValidRegions.insert(&R); 433 return; 434 } 435 436 InvalidRegions[&R] = LastFailure; 437 438 for (Region::iterator I = R.begin(), E = R.end(); I != E; ++I) 439 findScops(**I); 440 441 // Try to expand regions. 442 // 443 // As the region tree normally only contains canonical regions, non canonical 444 // regions that form a Scop are not found. Therefore, those non canonical 445 // regions are checked by expanding the canonical ones. 446 447 std::vector<Region*> ToExpand; 448 449 for (Region::iterator I = R.begin(), E = R.end(); I != E; ++I) 450 ToExpand.push_back(*I); 451 452 for (std::vector<Region*>::iterator RI = ToExpand.begin(), 453 RE = ToExpand.end(); RI != RE; ++RI) { 454 Region *CurrentRegion = *RI; 455 456 // Skip invalid regions. Regions may become invalid, if they are element of 457 // an already expanded region. 458 if (ValidRegions.find(CurrentRegion) == ValidRegions.end()) 459 continue; 460 461 Region *ExpandedR = expandRegion(*CurrentRegion); 462 463 if (!ExpandedR) 464 continue; 465 466 R.addSubRegion(ExpandedR, true); 467 ValidRegions.insert(ExpandedR); 468 ValidRegions.erase(CurrentRegion); 469 470 for (Region::iterator I = ExpandedR->begin(), E = ExpandedR->end(); I != E; 471 ++I) 472 ValidRegions.erase(*I); 473 } 474 } 475 476 bool ScopDetection::allBlocksValid(DetectionContext &Context) const { 477 Region &R = Context.CurRegion; 478 479 for (Region::block_iterator I = R.block_begin(), E = R.block_end(); I != E; 480 ++I) 481 if (!isValidBasicBlock(**I, Context)) 482 return false; 483 484 return true; 485 } 486 487 bool ScopDetection::isValidExit(DetectionContext &Context) const { 488 Region &R = Context.CurRegion; 489 490 // PHI nodes are not allowed in the exit basic block. 491 if (BasicBlock *Exit = R.getExit()) { 492 BasicBlock::iterator I = Exit->begin(); 493 if (I != Exit->end() && isa<PHINode> (*I)) 494 INVALID(Other, "PHI node in exit BB"); 495 } 496 497 return true; 498 } 499 500 bool ScopDetection::isValidRegion(DetectionContext &Context) const { 501 Region &R = Context.CurRegion; 502 503 DEBUG(dbgs() << "Checking region: " << R.getNameStr() << "\n\t"); 504 505 // The toplevel region is no valid region. 506 if (!R.getParent()) { 507 DEBUG(dbgs() << "Top level region is invalid"; 508 dbgs() << "\n"); 509 return false; 510 } 511 512 // SCoP cannot contain the entry block of the function, because we need 513 // to insert alloca instruction there when translate scalar to array. 514 if (R.getEntry() == &(R.getEntry()->getParent()->getEntryBlock())) 515 INVALID(Other, "Region containing entry block of function is invalid!"); 516 517 // Only a simple region is allowed. 518 if (!R.isSimple()) 519 INVALID(SimpleRegion, "Region not simple: " << R.getNameStr()); 520 521 if (!isValidExit(Context)) 522 return false; 523 524 if (!allBlocksValid(Context)) 525 return false; 526 527 DEBUG(dbgs() << "OK\n"); 528 return true; 529 } 530 531 bool ScopDetection::isValidFunction(llvm::Function &F) { 532 return !InvalidFunctions.count(&F); 533 } 534 535 bool ScopDetection::runOnFunction(llvm::Function &F) { 536 AA = &getAnalysis<AliasAnalysis>(); 537 SE = &getAnalysis<ScalarEvolution>(); 538 LI = &getAnalysis<LoopInfo>(); 539 RI = &getAnalysis<RegionInfo>(); 540 Region *TopRegion = RI->getTopLevelRegion(); 541 542 releaseMemory(); 543 544 if (OnlyFunction != "" && F.getName() != OnlyFunction) 545 return false; 546 547 if(!isValidFunction(F)) 548 return false; 549 550 findScops(*TopRegion); 551 return false; 552 } 553 554 555 void polly::ScopDetection::verifyRegion(const Region &R) const { 556 assert(isMaxRegionInScop(R) && "Expect R is a valid region."); 557 DetectionContext Context(const_cast<Region&>(R), *AA, true /*verifying*/); 558 isValidRegion(Context); 559 } 560 561 void polly::ScopDetection::verifyAnalysis() const { 562 for (RegionSet::const_iterator I = ValidRegions.begin(), 563 E = ValidRegions.end(); I != E; ++I) 564 verifyRegion(**I); 565 } 566 567 void ScopDetection::getAnalysisUsage(AnalysisUsage &AU) const { 568 AU.addRequired<DominatorTree>(); 569 AU.addRequired<PostDominatorTree>(); 570 AU.addRequired<LoopInfo>(); 571 AU.addRequired<ScalarEvolution>(); 572 // We also need AA and RegionInfo when we are verifying analysis. 573 AU.addRequiredTransitive<AliasAnalysis>(); 574 AU.addRequiredTransitive<RegionInfo>(); 575 AU.setPreservesAll(); 576 } 577 578 void ScopDetection::print(raw_ostream &OS, const Module *) const { 579 for (RegionSet::const_iterator I = ValidRegions.begin(), 580 E = ValidRegions.end(); I != E; ++I) 581 OS << "Valid Region for Scop: " << (*I)->getNameStr() << '\n'; 582 583 OS << "\n"; 584 } 585 586 void ScopDetection::releaseMemory() { 587 ValidRegions.clear(); 588 InvalidRegions.clear(); 589 // Do not clear the invalid function set. 590 } 591 592 char ScopDetection::ID = 0; 593 594 INITIALIZE_PASS_BEGIN(ScopDetection, "polly-detect", 595 "Polly - Detect static control parts (SCoPs)", false, 596 false) 597 INITIALIZE_AG_DEPENDENCY(AliasAnalysis) 598 INITIALIZE_PASS_DEPENDENCY(DominatorTree) 599 INITIALIZE_PASS_DEPENDENCY(LoopInfo) 600 INITIALIZE_PASS_DEPENDENCY(PostDominatorTree) 601 INITIALIZE_PASS_DEPENDENCY(RegionInfo) 602 INITIALIZE_PASS_DEPENDENCY(ScalarEvolution) 603 INITIALIZE_PASS_END(ScopDetection, "polly-detect", 604 "Polly - Detect static control parts (SCoPs)", false, false) 605 606 Pass *polly::createScopDetectionPass() { 607 return new ScopDetection(); 608 } 609