• Home
  • Line#
  • Scopes#
  • Navigate#
  • Raw
  • Download
1 //===- MaximalStaticExpansion.cpp -----------------------------------------===//
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 // This pass fully expand the memory accesses of a Scop to get rid of
10 // dependencies.
11 //
12 //===----------------------------------------------------------------------===//
13 
14 #include "polly/DependenceInfo.h"
15 #include "polly/LinkAllPasses.h"
16 #include "polly/ScopInfo.h"
17 #include "polly/ScopPass.h"
18 #include "polly/Support/ISLTools.h"
19 #include "llvm/ADT/SmallPtrSet.h"
20 #include "llvm/ADT/StringRef.h"
21 #include "llvm/Analysis/OptimizationRemarkEmitter.h"
22 #include "llvm/InitializePasses.h"
23 #include "isl/isl-noexceptions.h"
24 #include "isl/union_map.h"
25 #include <cassert>
26 #include <limits>
27 #include <string>
28 #include <vector>
29 
30 using namespace llvm;
31 using namespace polly;
32 
33 #define DEBUG_TYPE "polly-mse"
34 
35 namespace {
36 
37 class MaximalStaticExpander : public ScopPass {
38 public:
39   static char ID;
40 
MaximalStaticExpander()41   explicit MaximalStaticExpander() : ScopPass(ID) {}
42 
43   ~MaximalStaticExpander() override = default;
44 
45   /// Expand the accesses of the SCoP.
46   ///
47   /// @param S The SCoP that must be expanded.
48   bool runOnScop(Scop &S) override;
49 
50   /// Print the SCoP.
51   ///
52   /// @param OS The stream where to print.
53   /// @param S The SCop that must be printed.
54   void printScop(raw_ostream &OS, Scop &S) const override;
55 
56   /// Register all analyses and transformations required.
57   void getAnalysisUsage(AnalysisUsage &AU) const override;
58 
59 private:
60   /// OptimizationRemarkEmitter object for displaying diagnostic remarks.
61   OptimizationRemarkEmitter *ORE;
62 
63   /// Emit remark
64   void emitRemark(StringRef Msg, Instruction *Inst);
65 
66   /// Return true if the SAI in parameter is expandable.
67   ///
68   /// @param SAI the SAI that need to be checked.
69   /// @param Writes A set that will contains all the write accesses.
70   /// @param Reads A set that will contains all the read accesses.
71   /// @param S The SCop in which the SAI is in.
72   /// @param Dependences The RAW dependences of the SCop.
73   bool isExpandable(const ScopArrayInfo *SAI,
74                     SmallPtrSetImpl<MemoryAccess *> &Writes,
75                     SmallPtrSetImpl<MemoryAccess *> &Reads, Scop &S,
76                     const isl::union_map &Dependences);
77 
78   /// Expand the MemoryAccess according to its domain.
79   ///
80   /// @param S The SCop in which the memory access appears in.
81   /// @param MA The memory access that need to be expanded.
82   ScopArrayInfo *expandAccess(Scop &S, MemoryAccess *MA);
83 
84   /// Filter the dependences to have only one related to current memory access.
85   ///
86   /// @param S The SCop in which the memory access appears in.
87   /// @param MapDependences The dependences to filter.
88   /// @param MA The memory access that need to be expanded.
89   isl::union_map filterDependences(Scop &S,
90                                    const isl::union_map &MapDependences,
91                                    MemoryAccess *MA);
92 
93   /// Expand the MemoryAccess according to Dependences and already expanded
94   /// MemoryAccesses.
95   ///
96   /// @param The SCop in which the memory access appears in.
97   /// @param The memory access that need to be expanded.
98   /// @param Dependences The RAW dependences of the SCop.
99   /// @param ExpandedSAI The expanded SAI created during write expansion.
100   /// @param Reverse if true, the Dependences union_map is reversed before
101   /// intersection.
102   void mapAccess(Scop &S, SmallPtrSetImpl<MemoryAccess *> &Accesses,
103                  const isl::union_map &Dependences, ScopArrayInfo *ExpandedSAI,
104                  bool Reverse);
105 
106   /// Expand PHI memory accesses.
107   ///
108   /// @param The SCop in which the memory access appears in.
109   /// @param The ScopArrayInfo representing the PHI accesses to expand.
110   /// @param Dependences The RAW dependences of the SCop.
111   void expandPhi(Scop &S, const ScopArrayInfo *SAI,
112                  const isl::union_map &Dependences);
113 };
114 } // namespace
115 
116 #ifndef NDEBUG
117 /// Whether a dimension of a set is bounded (lower and upper) by a constant,
118 /// i.e. there are two constants Min and Max, such that every value x of the
119 /// chosen dimensions is Min <= x <= Max.
isDimBoundedByConstant(isl::set Set,unsigned dim)120 static bool isDimBoundedByConstant(isl::set Set, unsigned dim) {
121   auto ParamDims = Set.dim(isl::dim::param);
122   Set = Set.project_out(isl::dim::param, 0, ParamDims);
123   Set = Set.project_out(isl::dim::set, 0, dim);
124   auto SetDims = Set.dim(isl::dim::set);
125   Set = Set.project_out(isl::dim::set, 1, SetDims - 1);
126   return bool(Set.is_bounded());
127 }
128 #endif
129 
130 char MaximalStaticExpander::ID = 0;
131 
filterDependences(Scop & S,const isl::union_map & Dependences,MemoryAccess * MA)132 isl::union_map MaximalStaticExpander::filterDependences(
133     Scop &S, const isl::union_map &Dependences, MemoryAccess *MA) {
134   auto SAI = MA->getLatestScopArrayInfo();
135 
136   auto AccessDomainSet = MA->getAccessRelation().domain();
137   auto AccessDomainId = AccessDomainSet.get_tuple_id();
138 
139   isl::union_map MapDependences = isl::union_map::empty(S.getParamSpace());
140 
141   for (isl::map Map : Dependences.get_map_list()) {
142     // Filter out Statement to Statement dependences.
143     if (!Map.can_curry())
144       continue;
145 
146     // Intersect with the relevant SAI.
147     auto TmpMapDomainId =
148         Map.get_space().domain().unwrap().range().get_tuple_id(isl::dim::set);
149 
150     ScopArrayInfo *UserSAI =
151         static_cast<ScopArrayInfo *>(TmpMapDomainId.get_user());
152 
153     if (SAI != UserSAI)
154       continue;
155 
156     // Get the correct S1[] -> S2[] dependence.
157     auto NewMap = Map.factor_domain();
158     auto NewMapDomainId = NewMap.domain().get_tuple_id();
159 
160     if (AccessDomainId.get() != NewMapDomainId.get())
161       continue;
162 
163     // Add the corresponding map to MapDependences.
164     MapDependences = MapDependences.add_map(NewMap);
165   }
166 
167   return MapDependences;
168 }
169 
isExpandable(const ScopArrayInfo * SAI,SmallPtrSetImpl<MemoryAccess * > & Writes,SmallPtrSetImpl<MemoryAccess * > & Reads,Scop & S,const isl::union_map & Dependences)170 bool MaximalStaticExpander::isExpandable(
171     const ScopArrayInfo *SAI, SmallPtrSetImpl<MemoryAccess *> &Writes,
172     SmallPtrSetImpl<MemoryAccess *> &Reads, Scop &S,
173     const isl::union_map &Dependences) {
174   if (SAI->isValueKind()) {
175     Writes.insert(S.getValueDef(SAI));
176     for (auto MA : S.getValueUses(SAI))
177       Reads.insert(MA);
178     return true;
179   } else if (SAI->isPHIKind()) {
180     auto Read = S.getPHIRead(SAI);
181 
182     auto StmtDomain = isl::union_set(Read->getStatement()->getDomain());
183 
184     auto Writes = S.getPHIIncomings(SAI);
185 
186     // Get the domain where all the writes are writing to.
187     auto WriteDomain = isl::union_set::empty(S.getParamSpace());
188 
189     for (auto Write : Writes) {
190       auto MapDeps = filterDependences(S, Dependences, Write);
191       for (isl::map Map : MapDeps.get_map_list())
192         WriteDomain = WriteDomain.add_set(Map.range());
193     }
194 
195     // For now, read from original scalar is not possible.
196     if (!StmtDomain.is_equal(WriteDomain)) {
197       emitRemark(SAI->getName() + " read from its original value.",
198                  Read->getAccessInstruction());
199       return false;
200     }
201 
202     return true;
203   } else if (SAI->isExitPHIKind()) {
204     // For now, we are not able to expand ExitPhi.
205     emitRemark(SAI->getName() + " is a ExitPhi node.",
206                S.getEnteringBlock()->getFirstNonPHI());
207     return false;
208   }
209 
210   int NumberWrites = 0;
211   for (ScopStmt &Stmt : S) {
212     auto StmtReads = isl::union_map::empty(S.getParamSpace());
213     auto StmtWrites = isl::union_map::empty(S.getParamSpace());
214 
215     for (MemoryAccess *MA : Stmt) {
216       // Check if the current MemoryAccess involved the current SAI.
217       if (SAI != MA->getLatestScopArrayInfo())
218         continue;
219 
220       // For now, we are not able to expand array where read come after write
221       // (to the same location) in a same statement.
222       auto AccRel = isl::union_map(MA->getAccessRelation());
223       if (MA->isRead()) {
224         // Reject load after store to same location.
225         if (!StmtWrites.is_disjoint(AccRel)) {
226           emitRemark(SAI->getName() + " has read after write to the same "
227                                       "element in same statement. The "
228                                       "dependences found during analysis may "
229                                       "be wrong because Polly is not able to "
230                                       "handle such case for now.",
231                      MA->getAccessInstruction());
232           return false;
233         }
234 
235         StmtReads = StmtReads.unite(AccRel);
236       } else {
237         StmtWrites = StmtWrites.unite(AccRel);
238       }
239 
240       // For now, we are not able to expand MayWrite.
241       if (MA->isMayWrite()) {
242         emitRemark(SAI->getName() + " has a maywrite access.",
243                    MA->getAccessInstruction());
244         return false;
245       }
246 
247       // For now, we are not able to expand SAI with more than one write.
248       if (MA->isMustWrite()) {
249         Writes.insert(MA);
250         NumberWrites++;
251         if (NumberWrites > 1) {
252           emitRemark(SAI->getName() + " has more than 1 write access.",
253                      MA->getAccessInstruction());
254           return false;
255         }
256       }
257 
258       // Check if it is possible to expand this read.
259       if (MA->isRead()) {
260         // Get the domain of the current ScopStmt.
261         auto StmtDomain = Stmt.getDomain();
262 
263         // Get the domain of the future Read access.
264         auto ReadDomainSet = MA->getAccessRelation().domain();
265         auto ReadDomain = isl::union_set(ReadDomainSet);
266 
267         // Get the dependences relevant for this MA
268         auto MapDependences = filterDependences(S, Dependences.reverse(), MA);
269         unsigned NumberElementMap = isl_union_map_n_map(MapDependences.get());
270 
271         if (NumberElementMap == 0) {
272           emitRemark("The expansion of " + SAI->getName() +
273                          " would lead to a read from the original array.",
274                      MA->getAccessInstruction());
275           return false;
276         }
277 
278         auto DepsDomain = MapDependences.domain();
279 
280         // If there are multiple maps in the Deps, we cannot handle this case
281         // for now.
282         if (NumberElementMap != 1) {
283           emitRemark(SAI->getName() +
284                          " has too many dependences to be handle for now.",
285                      MA->getAccessInstruction());
286           return false;
287         }
288 
289         auto DepsDomainSet = isl::set(DepsDomain);
290 
291         // For now, read from the original array is not possible.
292         if (!StmtDomain.is_subset(DepsDomainSet)) {
293           emitRemark("The expansion of " + SAI->getName() +
294                          " would lead to a read from the original array.",
295                      MA->getAccessInstruction());
296           return false;
297         }
298 
299         Reads.insert(MA);
300       }
301     }
302   }
303 
304   // No need to expand SAI with no write.
305   if (NumberWrites == 0) {
306     emitRemark(SAI->getName() + " has 0 write access.",
307                S.getEnteringBlock()->getFirstNonPHI());
308     return false;
309   }
310 
311   return true;
312 }
313 
mapAccess(Scop & S,SmallPtrSetImpl<MemoryAccess * > & Accesses,const isl::union_map & Dependences,ScopArrayInfo * ExpandedSAI,bool Reverse)314 void MaximalStaticExpander::mapAccess(Scop &S,
315                                       SmallPtrSetImpl<MemoryAccess *> &Accesses,
316                                       const isl::union_map &Dependences,
317                                       ScopArrayInfo *ExpandedSAI,
318                                       bool Reverse) {
319   for (auto MA : Accesses) {
320     // Get the current AM.
321     auto CurrentAccessMap = MA->getAccessRelation();
322 
323     // Get RAW dependences for the current WA.
324     auto DomainSet = MA->getAccessRelation().domain();
325     auto Domain = isl::union_set(DomainSet);
326 
327     // Get the dependences relevant for this MA.
328     isl::union_map MapDependences =
329         filterDependences(S, Reverse ? Dependences.reverse() : Dependences, MA);
330 
331     // If no dependences, no need to modify anything.
332     if (MapDependences.is_empty())
333       return;
334 
335     assert(isl_union_map_n_map(MapDependences.get()) == 1 &&
336            "There are more than one RAW dependencies in the union map.");
337     auto NewAccessMap = isl::map::from_union_map(MapDependences);
338 
339     auto Id = ExpandedSAI->getBasePtrId();
340 
341     // Replace the out tuple id with the one of the access array.
342     NewAccessMap = NewAccessMap.set_tuple_id(isl::dim::out, Id);
343 
344     // Set the new access relation.
345     MA->setNewAccessRelation(NewAccessMap);
346   }
347 }
348 
expandAccess(Scop & S,MemoryAccess * MA)349 ScopArrayInfo *MaximalStaticExpander::expandAccess(Scop &S, MemoryAccess *MA) {
350   // Get the current AM.
351   auto CurrentAccessMap = MA->getAccessRelation();
352 
353   unsigned in_dimensions = CurrentAccessMap.dim(isl::dim::in);
354 
355   // Get domain from the current AM.
356   auto Domain = CurrentAccessMap.domain();
357 
358   // Create a new AM from the domain.
359   auto NewAccessMap = isl::map::from_domain(Domain);
360 
361   // Add dimensions to the new AM according to the current in_dim.
362   NewAccessMap = NewAccessMap.add_dims(isl::dim::out, in_dimensions);
363 
364   // Create the string representing the name of the new SAI.
365   // One new SAI for each statement so that each write go to a different memory
366   // cell.
367   auto CurrentStmtDomain = MA->getStatement()->getDomain();
368   auto CurrentStmtName = CurrentStmtDomain.get_tuple_name();
369   auto CurrentOutId = CurrentAccessMap.get_tuple_id(isl::dim::out);
370   std::string CurrentOutIdString =
371       MA->getScopArrayInfo()->getName() + "_" + CurrentStmtName + "_expanded";
372 
373   // Set the tuple id for the out dimension.
374   NewAccessMap = NewAccessMap.set_tuple_id(isl::dim::out, CurrentOutId);
375 
376   // Create the size vector.
377   std::vector<unsigned> Sizes;
378   for (unsigned i = 0; i < in_dimensions; i++) {
379     assert(isDimBoundedByConstant(CurrentStmtDomain, i) &&
380            "Domain boundary are not constant.");
381     auto UpperBound = getConstant(CurrentStmtDomain.dim_max(i), true, false);
382     assert(!UpperBound.is_null() && UpperBound.is_pos() &&
383            !UpperBound.is_nan() &&
384            "The upper bound is not a positive integer.");
385     assert(UpperBound.le(isl::val(CurrentAccessMap.get_ctx(),
386                                   std::numeric_limits<int>::max() - 1)) &&
387            "The upper bound overflow a int.");
388     Sizes.push_back(UpperBound.get_num_si() + 1);
389   }
390 
391   // Get the ElementType of the current SAI.
392   auto ElementType = MA->getLatestScopArrayInfo()->getElementType();
393 
394   // Create (or get if already existing) the new expanded SAI.
395   auto ExpandedSAI =
396       S.createScopArrayInfo(ElementType, CurrentOutIdString, Sizes);
397   ExpandedSAI->setIsOnHeap(true);
398 
399   // Get the out Id of the expanded Array.
400   auto NewOutId = ExpandedSAI->getBasePtrId();
401 
402   // Set the out id of the new AM to the new SAI id.
403   NewAccessMap = NewAccessMap.set_tuple_id(isl::dim::out, NewOutId);
404 
405   // Add constraints to linked output with input id.
406   auto SpaceMap = NewAccessMap.get_space();
407   auto ConstraintBasicMap =
408       isl::basic_map::equal(SpaceMap, SpaceMap.dim(isl::dim::in));
409   NewAccessMap = isl::map(ConstraintBasicMap);
410 
411   // Set the new access relation map.
412   MA->setNewAccessRelation(NewAccessMap);
413 
414   return ExpandedSAI;
415 }
416 
expandPhi(Scop & S,const ScopArrayInfo * SAI,const isl::union_map & Dependences)417 void MaximalStaticExpander::expandPhi(Scop &S, const ScopArrayInfo *SAI,
418                                       const isl::union_map &Dependences) {
419   SmallPtrSet<MemoryAccess *, 4> Writes;
420   for (auto MA : S.getPHIIncomings(SAI))
421     Writes.insert(MA);
422   auto Read = S.getPHIRead(SAI);
423   auto ExpandedSAI = expandAccess(S, Read);
424 
425   mapAccess(S, Writes, Dependences, ExpandedSAI, false);
426 }
427 
emitRemark(StringRef Msg,Instruction * Inst)428 void MaximalStaticExpander::emitRemark(StringRef Msg, Instruction *Inst) {
429   ORE->emit(OptimizationRemarkAnalysis(DEBUG_TYPE, "ExpansionRejection", Inst)
430             << Msg);
431 }
432 
runOnScop(Scop & S)433 bool MaximalStaticExpander::runOnScop(Scop &S) {
434   // Get the ORE from OptimizationRemarkEmitterWrapperPass.
435   ORE = &(getAnalysis<OptimizationRemarkEmitterWrapperPass>().getORE());
436 
437   // Get the RAW Dependences.
438   auto &DI = getAnalysis<DependenceInfo>();
439   auto &D = DI.getDependences(Dependences::AL_Reference);
440   isl::union_map Dependences = D.getDependences(Dependences::TYPE_RAW);
441 
442   SmallVector<ScopArrayInfo *, 4> CurrentSAI(S.arrays().begin(),
443                                              S.arrays().end());
444 
445   for (auto SAI : CurrentSAI) {
446     SmallPtrSet<MemoryAccess *, 4> AllWrites;
447     SmallPtrSet<MemoryAccess *, 4> AllReads;
448     if (!isExpandable(SAI, AllWrites, AllReads, S, Dependences))
449       continue;
450 
451     if (SAI->isValueKind() || SAI->isArrayKind()) {
452       assert(AllWrites.size() == 1 || SAI->isValueKind());
453 
454       auto TheWrite = *(AllWrites.begin());
455       ScopArrayInfo *ExpandedArray = expandAccess(S, TheWrite);
456 
457       mapAccess(S, AllReads, Dependences, ExpandedArray, true);
458     } else if (SAI->isPHIKind()) {
459       expandPhi(S, SAI, Dependences);
460     }
461   }
462 
463   return false;
464 }
465 
printScop(raw_ostream & OS,Scop & S) const466 void MaximalStaticExpander::printScop(raw_ostream &OS, Scop &S) const {
467   S.print(OS, false);
468 }
469 
getAnalysisUsage(AnalysisUsage & AU) const470 void MaximalStaticExpander::getAnalysisUsage(AnalysisUsage &AU) const {
471   ScopPass::getAnalysisUsage(AU);
472   AU.addRequired<DependenceInfo>();
473   AU.addRequired<OptimizationRemarkEmitterWrapperPass>();
474 }
475 
createMaximalStaticExpansionPass()476 Pass *polly::createMaximalStaticExpansionPass() {
477   return new MaximalStaticExpander();
478 }
479 
480 INITIALIZE_PASS_BEGIN(MaximalStaticExpander, "polly-mse",
481                       "Polly - Maximal static expansion of SCoP", false, false);
482 INITIALIZE_PASS_DEPENDENCY(DependenceInfo);
483 INITIALIZE_PASS_DEPENDENCY(OptimizationRemarkEmitterWrapperPass);
484 INITIALIZE_PASS_END(MaximalStaticExpander, "polly-mse",
485                     "Polly - Maximal static expansion of SCoP", false, false)
486