1 //===- MaximalStaticExpansion.cpp -----------------------------------------===// 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 // This pass fully expand the memory accesses of a Scop to get rid of 11 // dependencies. 12 // 13 //===----------------------------------------------------------------------===// 14 15 #include "polly/DependenceInfo.h" 16 #include "polly/LinkAllPasses.h" 17 #include "polly/ScopInfo.h" 18 #include "polly/ScopPass.h" 19 #include "polly/Support/GICHelper.h" 20 #include "polly/Support/ISLTools.h" 21 #include "llvm/ADT/SmallPtrSet.h" 22 #include "llvm/ADT/StringRef.h" 23 #include "llvm/Analysis/OptimizationRemarkEmitter.h" 24 #include "llvm/Pass.h" 25 #include "isl/isl-noexceptions.h" 26 #include "isl/union_map.h" 27 #include <cassert> 28 #include <limits> 29 #include <string> 30 #include <vector> 31 32 using namespace llvm; 33 using namespace polly; 34 35 #define DEBUG_TYPE "polly-mse" 36 37 namespace { 38 39 class MaximalStaticExpander : public ScopPass { 40 public: 41 static char ID; 42 43 explicit MaximalStaticExpander() : ScopPass(ID) {} 44 45 ~MaximalStaticExpander() override = default; 46 47 /// Expand the accesses of the SCoP. 48 /// 49 /// @param S The SCoP that must be expanded. 50 bool runOnScop(Scop &S) override; 51 52 /// Print the SCoP. 53 /// 54 /// @param OS The stream where to print. 55 /// @param S The SCop that must be printed. 56 void printScop(raw_ostream &OS, Scop &S) const override; 57 58 /// Register all analyses and transformations required. 59 void getAnalysisUsage(AnalysisUsage &AU) const override; 60 61 private: 62 /// OptimizationRemarkEmitter object for displaying diagnostic remarks. 63 OptimizationRemarkEmitter *ORE; 64 65 /// Emit remark 66 void emitRemark(StringRef Msg, Instruction *Inst); 67 68 /// Return true if the SAI in parameter is expandable. 69 /// 70 /// @param SAI the SAI that need to be checked. 71 /// @param Writes A set that will contains all the write accesses. 72 /// @param Reads A set that will contains all the read accesses. 73 /// @param S The SCop in which the SAI is in. 74 /// @param Dependences The RAW dependences of the SCop. 75 bool isExpandable(const ScopArrayInfo *SAI, 76 SmallPtrSetImpl<MemoryAccess *> &Writes, 77 SmallPtrSetImpl<MemoryAccess *> &Reads, Scop &S, 78 const isl::union_map &Dependences); 79 80 /// Expand the MemoryAccess according to its domain. 81 /// 82 /// @param S The SCop in which the memory access appears in. 83 /// @param MA The memory access that need to be expanded. 84 ScopArrayInfo *expandAccess(Scop &S, MemoryAccess *MA); 85 86 /// Filter the dependences to have only one related to current memory access. 87 /// 88 /// @param S The SCop in which the memory access appears in. 89 /// @param MapDependences The dependences to filter. 90 /// @param MA The memory access that need to be expanded. 91 isl::union_map filterDependences(Scop &S, 92 const isl::union_map &MapDependences, 93 MemoryAccess *MA); 94 95 /// Expand the MemoryAccess according to Dependences and already expanded 96 /// MemoryAccesses. 97 /// 98 /// @param The SCop in which the memory access appears in. 99 /// @param The memory access that need to be expanded. 100 /// @param Dependences The RAW dependences of the SCop. 101 /// @param ExpandedSAI The expanded SAI created during write expansion. 102 /// @param Reverse if true, the Dependences union_map is reversed before 103 /// intersection. 104 void mapAccess(Scop &S, SmallPtrSetImpl<MemoryAccess *> &Accesses, 105 const isl::union_map &Dependences, ScopArrayInfo *ExpandedSAI, 106 bool Reverse); 107 108 /// Expand PHI memory accesses. 109 /// 110 /// @param The SCop in which the memory access appears in. 111 /// @param The ScopArrayInfo representing the PHI accesses to expand. 112 /// @param Dependences The RAW dependences of the SCop. 113 void expandPhi(Scop &S, const ScopArrayInfo *SAI, 114 const isl::union_map &Dependences); 115 }; 116 } // namespace 117 118 #ifndef NDEBUG 119 /// Whether a dimension of a set is bounded (lower and upper) by a constant, 120 /// i.e. there are two constants Min and Max, such that every value x of the 121 /// chosen dimensions is Min <= x <= Max. 122 static bool isDimBoundedByConstant(isl::set Set, unsigned dim) { 123 auto ParamDims = Set.dim(isl::dim::param); 124 Set = Set.project_out(isl::dim::param, 0, ParamDims); 125 Set = Set.project_out(isl::dim::set, 0, dim); 126 auto SetDims = Set.dim(isl::dim::set); 127 Set = Set.project_out(isl::dim::set, 1, SetDims - 1); 128 return bool(Set.is_bounded()); 129 } 130 #endif 131 132 char MaximalStaticExpander::ID = 0; 133 134 isl::union_map MaximalStaticExpander::filterDependences( 135 Scop &S, const isl::union_map &Dependences, MemoryAccess *MA) { 136 auto SAI = MA->getLatestScopArrayInfo(); 137 138 auto AccessDomainSet = MA->getAccessRelation().domain(); 139 auto AccessDomainId = AccessDomainSet.get_tuple_id(); 140 141 isl::union_map MapDependences = isl::union_map::empty(S.getParamSpace()); 142 143 for (isl::map Map : Dependences.get_map_list()) { 144 // Filter out Statement to Statement dependences. 145 if (!Map.can_curry()) 146 continue; 147 148 // Intersect with the relevant SAI. 149 auto TmpMapDomainId = 150 Map.get_space().domain().unwrap().range().get_tuple_id(isl::dim::set); 151 152 ScopArrayInfo *UserSAI = 153 static_cast<ScopArrayInfo *>(TmpMapDomainId.get_user()); 154 155 if (SAI != UserSAI) 156 continue; 157 158 // Get the correct S1[] -> S2[] dependence. 159 auto NewMap = Map.factor_domain(); 160 auto NewMapDomainId = NewMap.domain().get_tuple_id(); 161 162 if (AccessDomainId.get() != NewMapDomainId.get()) 163 continue; 164 165 // Add the corresponding map to MapDependences. 166 MapDependences = MapDependences.add_map(NewMap); 167 } 168 169 return MapDependences; 170 } 171 172 bool MaximalStaticExpander::isExpandable( 173 const ScopArrayInfo *SAI, SmallPtrSetImpl<MemoryAccess *> &Writes, 174 SmallPtrSetImpl<MemoryAccess *> &Reads, Scop &S, 175 const isl::union_map &Dependences) { 176 if (SAI->isValueKind()) { 177 Writes.insert(S.getValueDef(SAI)); 178 for (auto MA : S.getValueUses(SAI)) 179 Reads.insert(MA); 180 return true; 181 } else if (SAI->isPHIKind()) { 182 auto Read = S.getPHIRead(SAI); 183 184 auto StmtDomain = isl::union_set(Read->getStatement()->getDomain()); 185 186 auto Writes = S.getPHIIncomings(SAI); 187 188 // Get the domain where all the writes are writing to. 189 auto WriteDomain = isl::union_set::empty(S.getParamSpace()); 190 191 for (auto Write : Writes) { 192 auto MapDeps = filterDependences(S, Dependences, Write); 193 for (isl::map Map : MapDeps.get_map_list()) 194 WriteDomain = WriteDomain.add_set(Map.range()); 195 } 196 197 // For now, read from original scalar is not possible. 198 if (!StmtDomain.is_equal(WriteDomain)) { 199 emitRemark(SAI->getName() + " read from its original value.", 200 Read->getAccessInstruction()); 201 return false; 202 } 203 204 return true; 205 } else if (SAI->isExitPHIKind()) { 206 // For now, we are not able to expand ExitPhi. 207 emitRemark(SAI->getName() + " is a ExitPhi node.", 208 S.getEnteringBlock()->getFirstNonPHI()); 209 return false; 210 } 211 212 int NumberWrites = 0; 213 for (ScopStmt &Stmt : S) { 214 auto StmtReads = isl::union_map::empty(S.getParamSpace()); 215 auto StmtWrites = isl::union_map::empty(S.getParamSpace()); 216 217 for (MemoryAccess *MA : Stmt) { 218 // Check if the current MemoryAccess involved the current SAI. 219 if (SAI != MA->getLatestScopArrayInfo()) 220 continue; 221 222 // For now, we are not able to expand array where read come after write 223 // (to the same location) in a same statement. 224 auto AccRel = isl::union_map(MA->getAccessRelation()); 225 if (MA->isRead()) { 226 // Reject load after store to same location. 227 if (!StmtWrites.is_disjoint(AccRel)) { 228 emitRemark(SAI->getName() + " has read after write to the same " 229 "element in same statement. The " 230 "dependences found during analysis may " 231 "be wrong because Polly is not able to " 232 "handle such case for now.", 233 MA->getAccessInstruction()); 234 return false; 235 } 236 237 StmtReads = StmtReads.unite(AccRel); 238 } else { 239 StmtWrites = StmtWrites.unite(AccRel); 240 } 241 242 // For now, we are not able to expand MayWrite. 243 if (MA->isMayWrite()) { 244 emitRemark(SAI->getName() + " has a maywrite access.", 245 MA->getAccessInstruction()); 246 return false; 247 } 248 249 // For now, we are not able to expand SAI with more than one write. 250 if (MA->isMustWrite()) { 251 Writes.insert(MA); 252 NumberWrites++; 253 if (NumberWrites > 1) { 254 emitRemark(SAI->getName() + " has more than 1 write access.", 255 MA->getAccessInstruction()); 256 return false; 257 } 258 } 259 260 // Check if it is possible to expand this read. 261 if (MA->isRead()) { 262 // Get the domain of the current ScopStmt. 263 auto StmtDomain = Stmt.getDomain(); 264 265 // Get the domain of the future Read access. 266 auto ReadDomainSet = MA->getAccessRelation().domain(); 267 auto ReadDomain = isl::union_set(ReadDomainSet); 268 269 // Get the dependences relevant for this MA 270 auto MapDependences = filterDependences(S, Dependences.reverse(), MA); 271 unsigned NumberElementMap = isl_union_map_n_map(MapDependences.get()); 272 273 if (NumberElementMap == 0) { 274 emitRemark("The expansion of " + SAI->getName() + 275 " would lead to a read from the original array.", 276 MA->getAccessInstruction()); 277 return false; 278 } 279 280 auto DepsDomain = MapDependences.domain(); 281 282 // If there are multiple maps in the Deps, we cannot handle this case 283 // for now. 284 if (NumberElementMap != 1) { 285 emitRemark(SAI->getName() + 286 " has too many dependences to be handle for now.", 287 MA->getAccessInstruction()); 288 return false; 289 } 290 291 auto DepsDomainSet = isl::set(DepsDomain); 292 293 // For now, read from the original array is not possible. 294 if (!StmtDomain.is_subset(DepsDomainSet)) { 295 emitRemark("The expansion of " + SAI->getName() + 296 " would lead to a read from the original array.", 297 MA->getAccessInstruction()); 298 return false; 299 } 300 301 Reads.insert(MA); 302 } 303 } 304 } 305 306 // No need to expand SAI with no write. 307 if (NumberWrites == 0) { 308 emitRemark(SAI->getName() + " has 0 write access.", 309 S.getEnteringBlock()->getFirstNonPHI()); 310 return false; 311 } 312 313 return true; 314 } 315 316 void MaximalStaticExpander::mapAccess(Scop &S, 317 SmallPtrSetImpl<MemoryAccess *> &Accesses, 318 const isl::union_map &Dependences, 319 ScopArrayInfo *ExpandedSAI, 320 bool Reverse) { 321 for (auto MA : Accesses) { 322 // Get the current AM. 323 auto CurrentAccessMap = MA->getAccessRelation(); 324 325 // Get RAW dependences for the current WA. 326 auto DomainSet = MA->getAccessRelation().domain(); 327 auto Domain = isl::union_set(DomainSet); 328 329 // Get the dependences relevant for this MA. 330 isl::union_map MapDependences = 331 filterDependences(S, Reverse ? Dependences.reverse() : Dependences, MA); 332 333 // If no dependences, no need to modify anything. 334 if (MapDependences.is_empty()) 335 return; 336 337 assert(isl_union_map_n_map(MapDependences.get()) == 1 && 338 "There are more than one RAW dependencies in the union map."); 339 auto NewAccessMap = isl::map::from_union_map(MapDependences); 340 341 auto Id = ExpandedSAI->getBasePtrId(); 342 343 // Replace the out tuple id with the one of the access array. 344 NewAccessMap = NewAccessMap.set_tuple_id(isl::dim::out, Id); 345 346 // Set the new access relation. 347 MA->setNewAccessRelation(NewAccessMap); 348 } 349 } 350 351 ScopArrayInfo *MaximalStaticExpander::expandAccess(Scop &S, MemoryAccess *MA) { 352 // Get the current AM. 353 auto CurrentAccessMap = MA->getAccessRelation(); 354 355 unsigned in_dimensions = CurrentAccessMap.dim(isl::dim::in); 356 357 // Get domain from the current AM. 358 auto Domain = CurrentAccessMap.domain(); 359 360 // Create a new AM from the domain. 361 auto NewAccessMap = isl::map::from_domain(Domain); 362 363 // Add dimensions to the new AM according to the current in_dim. 364 NewAccessMap = NewAccessMap.add_dims(isl::dim::out, in_dimensions); 365 366 // Create the string representing the name of the new SAI. 367 // One new SAI for each statement so that each write go to a different memory 368 // cell. 369 auto CurrentStmtDomain = MA->getStatement()->getDomain(); 370 auto CurrentStmtName = CurrentStmtDomain.get_tuple_name(); 371 auto CurrentOutId = CurrentAccessMap.get_tuple_id(isl::dim::out); 372 std::string CurrentOutIdString = 373 MA->getScopArrayInfo()->getName() + "_" + CurrentStmtName + "_expanded"; 374 375 // Set the tuple id for the out dimension. 376 NewAccessMap = NewAccessMap.set_tuple_id(isl::dim::out, CurrentOutId); 377 378 // Create the size vector. 379 std::vector<unsigned> Sizes; 380 for (unsigned i = 0; i < in_dimensions; i++) { 381 assert(isDimBoundedByConstant(CurrentStmtDomain, i) && 382 "Domain boundary are not constant."); 383 auto UpperBound = getConstant(CurrentStmtDomain.dim_max(i), true, false); 384 assert(!UpperBound.is_null() && UpperBound.is_pos() && 385 !UpperBound.is_nan() && 386 "The upper bound is not a positive integer."); 387 assert(UpperBound.le(isl::val(CurrentAccessMap.get_ctx(), 388 std::numeric_limits<int>::max() - 1)) && 389 "The upper bound overflow a int."); 390 Sizes.push_back(UpperBound.get_num_si() + 1); 391 } 392 393 // Get the ElementType of the current SAI. 394 auto ElementType = MA->getLatestScopArrayInfo()->getElementType(); 395 396 // Create (or get if already existing) the new expanded SAI. 397 auto ExpandedSAI = 398 S.createScopArrayInfo(ElementType, CurrentOutIdString, Sizes); 399 ExpandedSAI->setIsOnHeap(true); 400 401 // Get the out Id of the expanded Array. 402 auto NewOutId = ExpandedSAI->getBasePtrId(); 403 404 // Set the out id of the new AM to the new SAI id. 405 NewAccessMap = NewAccessMap.set_tuple_id(isl::dim::out, NewOutId); 406 407 // Add constraints to linked output with input id. 408 auto SpaceMap = NewAccessMap.get_space(); 409 auto ConstraintBasicMap = 410 isl::basic_map::equal(SpaceMap, SpaceMap.dim(isl::dim::in)); 411 NewAccessMap = isl::map(ConstraintBasicMap); 412 413 // Set the new access relation map. 414 MA->setNewAccessRelation(NewAccessMap); 415 416 return ExpandedSAI; 417 } 418 419 void MaximalStaticExpander::expandPhi(Scop &S, const ScopArrayInfo *SAI, 420 const isl::union_map &Dependences) { 421 SmallPtrSet<MemoryAccess *, 4> Writes; 422 for (auto MA : S.getPHIIncomings(SAI)) 423 Writes.insert(MA); 424 auto Read = S.getPHIRead(SAI); 425 auto ExpandedSAI = expandAccess(S, Read); 426 427 mapAccess(S, Writes, Dependences, ExpandedSAI, false); 428 } 429 430 void MaximalStaticExpander::emitRemark(StringRef Msg, Instruction *Inst) { 431 ORE->emit(OptimizationRemarkAnalysis(DEBUG_TYPE, "ExpansionRejection", Inst) 432 << Msg); 433 } 434 435 bool MaximalStaticExpander::runOnScop(Scop &S) { 436 // Get the ORE from OptimizationRemarkEmitterWrapperPass. 437 ORE = &(getAnalysis<OptimizationRemarkEmitterWrapperPass>().getORE()); 438 439 // Get the RAW Dependences. 440 auto &DI = getAnalysis<DependenceInfo>(); 441 auto &D = DI.getDependences(Dependences::AL_Reference); 442 isl::union_map Dependences = D.getDependences(Dependences::TYPE_RAW); 443 444 SmallVector<ScopArrayInfo *, 4> CurrentSAI(S.arrays().begin(), 445 S.arrays().end()); 446 447 for (auto SAI : CurrentSAI) { 448 SmallPtrSet<MemoryAccess *, 4> AllWrites; 449 SmallPtrSet<MemoryAccess *, 4> AllReads; 450 if (!isExpandable(SAI, AllWrites, AllReads, S, Dependences)) 451 continue; 452 453 if (SAI->isValueKind() || SAI->isArrayKind()) { 454 assert(AllWrites.size() == 1 || SAI->isValueKind()); 455 456 auto TheWrite = *(AllWrites.begin()); 457 ScopArrayInfo *ExpandedArray = expandAccess(S, TheWrite); 458 459 mapAccess(S, AllReads, Dependences, ExpandedArray, true); 460 } else if (SAI->isPHIKind()) { 461 expandPhi(S, SAI, Dependences); 462 } 463 } 464 465 return false; 466 } 467 468 void MaximalStaticExpander::printScop(raw_ostream &OS, Scop &S) const { 469 S.print(OS, false); 470 } 471 472 void MaximalStaticExpander::getAnalysisUsage(AnalysisUsage &AU) const { 473 ScopPass::getAnalysisUsage(AU); 474 AU.addRequired<DependenceInfo>(); 475 AU.addRequired<OptimizationRemarkEmitterWrapperPass>(); 476 } 477 478 Pass *polly::createMaximalStaticExpansionPass() { 479 return new MaximalStaticExpander(); 480 } 481 482 INITIALIZE_PASS_BEGIN(MaximalStaticExpander, "polly-mse", 483 "Polly - Maximal static expansion of SCoP", false, false); 484 INITIALIZE_PASS_DEPENDENCY(DependenceInfo); 485 INITIALIZE_PASS_DEPENDENCY(OptimizationRemarkEmitterWrapperPass); 486 INITIALIZE_PASS_END(MaximalStaticExpander, "polly-mse", 487 "Polly - Maximal static expansion of SCoP", false, false) 488