1 //===- GCNIterativeScheduler.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 /// \file
10 /// This file implements the class GCNIterativeScheduler.
11 ///
12 //===----------------------------------------------------------------------===//
13 
14 #include "GCNIterativeScheduler.h"
15 #include "GCNSchedStrategy.h"
16 #include "SIMachineFunctionInfo.h"
17 
18 using namespace llvm;
19 
20 #define DEBUG_TYPE "machine-scheduler"
21 
22 namespace llvm {
23 
24 std::vector<const SUnit *> makeMinRegSchedule(ArrayRef<const SUnit *> TopRoots,
25                                               const ScheduleDAG &DAG);
26 
27   std::vector<const SUnit*> makeGCNILPScheduler(ArrayRef<const SUnit*> BotRoots,
28     const ScheduleDAG &DAG);
29 }
30 
31 // shim accessors for different order containers
32 static inline MachineInstr *getMachineInstr(MachineInstr *MI) {
33   return MI;
34 }
35 static inline MachineInstr *getMachineInstr(const SUnit *SU) {
36   return SU->getInstr();
37 }
38 static inline MachineInstr *getMachineInstr(const SUnit &SU) {
39   return SU.getInstr();
40 }
41 
42 #if !defined(NDEBUG) || defined(LLVM_ENABLE_DUMP)
43 LLVM_DUMP_METHOD
44 static void printRegion(raw_ostream &OS,
45                         MachineBasicBlock::iterator Begin,
46                         MachineBasicBlock::iterator End,
47                         const LiveIntervals *LIS,
48                         unsigned MaxInstNum =
49                           std::numeric_limits<unsigned>::max()) {
50   auto BB = Begin->getParent();
51   OS << BB->getParent()->getName() << ":" << printMBBReference(*BB) << ' '
52      << BB->getName() << ":\n";
53   auto I = Begin;
54   MaxInstNum = std::max(MaxInstNum, 1u);
55   for (; I != End && MaxInstNum; ++I, --MaxInstNum) {
56     if (!I->isDebugInstr() && LIS)
57       OS << LIS->getInstructionIndex(*I);
58     OS << '\t' << *I;
59   }
60   if (I != End) {
61     OS << "\t...\n";
62     I = std::prev(End);
63     if (!I->isDebugInstr() && LIS)
64       OS << LIS->getInstructionIndex(*I);
65     OS << '\t' << *I;
66   }
67   if (End != BB->end()) { // print boundary inst if present
68     OS << "----\n";
69     if (LIS) OS << LIS->getInstructionIndex(*End) << '\t';
70     OS << *End;
71   }
72 }
73 
74 LLVM_DUMP_METHOD
75 static void printLivenessInfo(raw_ostream &OS,
76                               MachineBasicBlock::iterator Begin,
77                               MachineBasicBlock::iterator End,
78                               const LiveIntervals *LIS) {
79   const auto BB = Begin->getParent();
80   const auto &MRI = BB->getParent()->getRegInfo();
81 
82   const auto LiveIns = getLiveRegsBefore(*Begin, *LIS);
83   OS << "LIn RP: " << print(getRegPressure(MRI, LiveIns));
84 
85   const auto BottomMI = End == BB->end() ? std::prev(End) : End;
86   const auto LiveOuts = getLiveRegsAfter(*BottomMI, *LIS);
87   OS << "LOt RP: " << print(getRegPressure(MRI, LiveOuts));
88 }
89 
90 LLVM_DUMP_METHOD
91 void GCNIterativeScheduler::printRegions(raw_ostream &OS) const {
92   const auto &ST = MF.getSubtarget<GCNSubtarget>();
93   for (const auto R : Regions) {
94     OS << "Region to schedule ";
95     printRegion(OS, R->Begin, R->End, LIS, 1);
96     printLivenessInfo(OS, R->Begin, R->End, LIS);
97     OS << "Max RP: " << print(R->MaxPressure, &ST);
98   }
99 }
100 
101 LLVM_DUMP_METHOD
102 void GCNIterativeScheduler::printSchedResult(raw_ostream &OS,
103                                              const Region *R,
104                                              const GCNRegPressure &RP) const {
105   OS << "\nAfter scheduling ";
106   printRegion(OS, R->Begin, R->End, LIS);
107   printSchedRP(OS, R->MaxPressure, RP);
108   OS << '\n';
109 }
110 
111 LLVM_DUMP_METHOD
112 void GCNIterativeScheduler::printSchedRP(raw_ostream &OS,
113                                          const GCNRegPressure &Before,
114                                          const GCNRegPressure &After) const {
115   const auto &ST = MF.getSubtarget<GCNSubtarget>();
116   OS << "RP before: " << print(Before, &ST)
117      << "RP after:  " << print(After, &ST);
118 }
119 #endif
120 
121 // DAG builder helper
122 class GCNIterativeScheduler::BuildDAG {
123   GCNIterativeScheduler &Sch;
124   SmallVector<SUnit *, 8> TopRoots;
125 
126   SmallVector<SUnit*, 8> BotRoots;
127 public:
128   BuildDAG(const Region &R, GCNIterativeScheduler &_Sch)
129     : Sch(_Sch) {
130     auto BB = R.Begin->getParent();
131     Sch.BaseClass::startBlock(BB);
132     Sch.BaseClass::enterRegion(BB, R.Begin, R.End, R.NumRegionInstrs);
133 
134     Sch.buildSchedGraph(Sch.AA, nullptr, nullptr, nullptr,
135                         /*TrackLaneMask*/true);
136     Sch.Topo.InitDAGTopologicalSorting();
137     Sch.findRootsAndBiasEdges(TopRoots, BotRoots);
138   }
139 
140   ~BuildDAG() {
141     Sch.BaseClass::exitRegion();
142     Sch.BaseClass::finishBlock();
143   }
144 
145   ArrayRef<const SUnit *> getTopRoots() const {
146     return TopRoots;
147   }
148   ArrayRef<SUnit*> getBottomRoots() const {
149     return BotRoots;
150   }
151 };
152 
153 class GCNIterativeScheduler::OverrideLegacyStrategy {
154   GCNIterativeScheduler &Sch;
155   Region &Rgn;
156   std::unique_ptr<MachineSchedStrategy> SaveSchedImpl;
157   GCNRegPressure SaveMaxRP;
158 
159 public:
160   OverrideLegacyStrategy(Region &R,
161                          MachineSchedStrategy &OverrideStrategy,
162                          GCNIterativeScheduler &_Sch)
163     : Sch(_Sch)
164     , Rgn(R)
165     , SaveSchedImpl(std::move(_Sch.SchedImpl))
166     , SaveMaxRP(R.MaxPressure) {
167     Sch.SchedImpl.reset(&OverrideStrategy);
168     auto BB = R.Begin->getParent();
169     Sch.BaseClass::startBlock(BB);
170     Sch.BaseClass::enterRegion(BB, R.Begin, R.End, R.NumRegionInstrs);
171   }
172 
173   ~OverrideLegacyStrategy() {
174     Sch.BaseClass::exitRegion();
175     Sch.BaseClass::finishBlock();
176     Sch.SchedImpl.release();
177     Sch.SchedImpl = std::move(SaveSchedImpl);
178   }
179 
180   void schedule() {
181     assert(Sch.RegionBegin == Rgn.Begin && Sch.RegionEnd == Rgn.End);
182     LLVM_DEBUG(dbgs() << "\nScheduling ";
183                printRegion(dbgs(), Rgn.Begin, Rgn.End, Sch.LIS, 2));
184     Sch.BaseClass::schedule();
185 
186     // Unfortunately placeDebugValues incorrectly modifies RegionEnd, restore
187     Sch.RegionEnd = Rgn.End;
188     //assert(Rgn.End == Sch.RegionEnd);
189     Rgn.Begin = Sch.RegionBegin;
190     Rgn.MaxPressure.clear();
191   }
192 
193   void restoreOrder() {
194     assert(Sch.RegionBegin == Rgn.Begin && Sch.RegionEnd == Rgn.End);
195     // DAG SUnits are stored using original region's order
196     // so just use SUnits as the restoring schedule
197     Sch.scheduleRegion(Rgn, Sch.SUnits, SaveMaxRP);
198   }
199 };
200 
201 namespace {
202 
203 // just a stub to make base class happy
204 class SchedStrategyStub : public MachineSchedStrategy {
205 public:
206   bool shouldTrackPressure() const override { return false; }
207   bool shouldTrackLaneMasks() const override { return false; }
208   void initialize(ScheduleDAGMI *DAG) override {}
209   SUnit *pickNode(bool &IsTopNode) override { return nullptr; }
210   void schedNode(SUnit *SU, bool IsTopNode) override {}
211   void releaseTopNode(SUnit *SU) override {}
212   void releaseBottomNode(SUnit *SU) override {}
213 };
214 
215 } // end anonymous namespace
216 
217 GCNIterativeScheduler::GCNIterativeScheduler(MachineSchedContext *C,
218                                              StrategyKind S)
219   : BaseClass(C, std::make_unique<SchedStrategyStub>())
220   , Context(C)
221   , Strategy(S)
222   , UPTracker(*LIS) {
223 }
224 
225 // returns max pressure for a region
226 GCNRegPressure
227 GCNIterativeScheduler::getRegionPressure(MachineBasicBlock::iterator Begin,
228                                          MachineBasicBlock::iterator End)
229   const {
230   // For the purpose of pressure tracking bottom inst of the region should
231   // be also processed. End is either BB end, BB terminator inst or sched
232   // boundary inst.
233   auto const BBEnd = Begin->getParent()->end();
234   auto const BottomMI = End == BBEnd ? std::prev(End) : End;
235 
236   // scheduleRegions walks bottom to top, so its likely we just get next
237   // instruction to track
238   auto AfterBottomMI = std::next(BottomMI);
239   if (AfterBottomMI == BBEnd ||
240       &*AfterBottomMI != UPTracker.getLastTrackedMI()) {
241     UPTracker.reset(*BottomMI);
242   } else {
243     assert(UPTracker.isValid());
244   }
245 
246   for (auto I = BottomMI; I != Begin; --I)
247     UPTracker.recede(*I);
248 
249   UPTracker.recede(*Begin);
250 
251   assert(UPTracker.isValid() ||
252          (dbgs() << "Tracked region ",
253           printRegion(dbgs(), Begin, End, LIS), false));
254   return UPTracker.moveMaxPressure();
255 }
256 
257 // returns max pressure for a tentative schedule
258 template <typename Range> GCNRegPressure
259 GCNIterativeScheduler::getSchedulePressure(const Region &R,
260                                            Range &&Schedule) const {
261   auto const BBEnd = R.Begin->getParent()->end();
262   GCNUpwardRPTracker RPTracker(*LIS);
263   if (R.End != BBEnd) {
264     // R.End points to the boundary instruction but the
265     // schedule doesn't include it
266     RPTracker.reset(*R.End);
267     RPTracker.recede(*R.End);
268   } else {
269     // R.End doesn't point to the boundary instruction
270     RPTracker.reset(*std::prev(BBEnd));
271   }
272   for (auto I = Schedule.end(), B = Schedule.begin(); I != B;) {
273     RPTracker.recede(*getMachineInstr(*--I));
274   }
275   return RPTracker.moveMaxPressure();
276 }
277 
278 void GCNIterativeScheduler::enterRegion(MachineBasicBlock *BB, // overridden
279                                         MachineBasicBlock::iterator Begin,
280                                         MachineBasicBlock::iterator End,
281                                         unsigned NumRegionInstrs) {
282   BaseClass::enterRegion(BB, Begin, End, NumRegionInstrs);
283   if (NumRegionInstrs > 2) {
284     Regions.push_back(
285       new (Alloc.Allocate())
286       Region { Begin, End, NumRegionInstrs,
287                getRegionPressure(Begin, End), nullptr });
288   }
289 }
290 
291 void GCNIterativeScheduler::schedule() { // overridden
292   // do nothing
293   LLVM_DEBUG(printLivenessInfo(dbgs(), RegionBegin, RegionEnd, LIS);
294              if (!Regions.empty() && Regions.back()->Begin == RegionBegin) {
295                dbgs() << "Max RP: "
296                       << print(Regions.back()->MaxPressure,
297                                &MF.getSubtarget<GCNSubtarget>());
298              } dbgs()
299              << '\n';);
300 }
301 
302 void GCNIterativeScheduler::finalizeSchedule() { // overridden
303   if (Regions.empty())
304     return;
305   switch (Strategy) {
306   case SCHEDULE_MINREGONLY: scheduleMinReg(); break;
307   case SCHEDULE_MINREGFORCED: scheduleMinReg(true); break;
308   case SCHEDULE_LEGACYMAXOCCUPANCY: scheduleLegacyMaxOccupancy(); break;
309   case SCHEDULE_ILP: scheduleILP(false); break;
310   }
311 }
312 
313 // Detach schedule from SUnits and interleave it with debug values.
314 // Returned schedule becomes independent of DAG state.
315 std::vector<MachineInstr*>
316 GCNIterativeScheduler::detachSchedule(ScheduleRef Schedule) const {
317   std::vector<MachineInstr*> Res;
318   Res.reserve(Schedule.size() * 2);
319 
320   if (FirstDbgValue)
321     Res.push_back(FirstDbgValue);
322 
323   const auto DbgB = DbgValues.begin(), DbgE = DbgValues.end();
324   for (const auto *SU : Schedule) {
325     Res.push_back(SU->getInstr());
326     const auto &D = std::find_if(DbgB, DbgE, [SU](decltype(*DbgB) &P) {
327       return P.second == SU->getInstr();
328     });
329     if (D != DbgE)
330       Res.push_back(D->first);
331   }
332   return Res;
333 }
334 
335 void GCNIterativeScheduler::setBestSchedule(Region &R,
336                                             ScheduleRef Schedule,
337                                             const GCNRegPressure &MaxRP) {
338   R.BestSchedule.reset(
339     new TentativeSchedule{ detachSchedule(Schedule), MaxRP });
340 }
341 
342 void GCNIterativeScheduler::scheduleBest(Region &R) {
343   assert(R.BestSchedule.get() && "No schedule specified");
344   scheduleRegion(R, R.BestSchedule->Schedule, R.BestSchedule->MaxPressure);
345   R.BestSchedule.reset();
346 }
347 
348 // minimal required region scheduler, works for ranges of SUnits*,
349 // SUnits or MachineIntrs*
350 template <typename Range>
351 void GCNIterativeScheduler::scheduleRegion(Region &R, Range &&Schedule,
352                                            const GCNRegPressure &MaxRP) {
353   assert(RegionBegin == R.Begin && RegionEnd == R.End);
354   assert(LIS != nullptr);
355 #ifndef NDEBUG
356   const auto SchedMaxRP = getSchedulePressure(R, Schedule);
357 #endif
358   auto BB = R.Begin->getParent();
359   auto Top = R.Begin;
360   for (const auto &I : Schedule) {
361     auto MI = getMachineInstr(I);
362     if (MI != &*Top) {
363       BB->remove(MI);
364       BB->insert(Top, MI);
365       if (!MI->isDebugInstr())
366         LIS->handleMove(*MI, true);
367     }
368     if (!MI->isDebugInstr()) {
369       // Reset read - undef flags and update them later.
370       for (auto &Op : MI->operands())
371         if (Op.isReg() && Op.isDef())
372           Op.setIsUndef(false);
373 
374       RegisterOperands RegOpers;
375       RegOpers.collect(*MI, *TRI, MRI, /*ShouldTrackLaneMasks*/true,
376                                        /*IgnoreDead*/false);
377       // Adjust liveness and add missing dead+read-undef flags.
378       auto SlotIdx = LIS->getInstructionIndex(*MI).getRegSlot();
379       RegOpers.adjustLaneLiveness(*LIS, MRI, SlotIdx, MI);
380     }
381     Top = std::next(MI->getIterator());
382   }
383   RegionBegin = getMachineInstr(Schedule.front());
384 
385   // Schedule consisting of MachineInstr* is considered 'detached'
386   // and already interleaved with debug values
387   if (!std::is_same<decltype(*Schedule.begin()), MachineInstr*>::value) {
388     placeDebugValues();
389     // Unfortunately placeDebugValues incorrectly modifies RegionEnd, restore
390     // assert(R.End == RegionEnd);
391     RegionEnd = R.End;
392   }
393 
394   R.Begin = RegionBegin;
395   R.MaxPressure = MaxRP;
396 
397 #ifndef NDEBUG
398   const auto RegionMaxRP = getRegionPressure(R);
399   const auto &ST = MF.getSubtarget<GCNSubtarget>();
400 #endif
401   assert(
402       (SchedMaxRP == RegionMaxRP && (MaxRP.empty() || SchedMaxRP == MaxRP)) ||
403       (dbgs() << "Max RP mismatch!!!\n"
404                  "RP for schedule (calculated): "
405               << print(SchedMaxRP, &ST)
406               << "RP for schedule (reported): " << print(MaxRP, &ST)
407               << "RP after scheduling: " << print(RegionMaxRP, &ST),
408        false));
409 }
410 
411 // Sort recorded regions by pressure - highest at the front
412 void GCNIterativeScheduler::sortRegionsByPressure(unsigned TargetOcc) {
413   const auto &ST = MF.getSubtarget<GCNSubtarget>();
414   llvm::sort(Regions, [&ST, TargetOcc](const Region *R1, const Region *R2) {
415     return R2->MaxPressure.less(ST, R1->MaxPressure, TargetOcc);
416   });
417 }
418 
419 ///////////////////////////////////////////////////////////////////////////////
420 // Legacy MaxOccupancy Strategy
421 
422 // Tries to increase occupancy applying minreg scheduler for a sequence of
423 // most demanding regions. Obtained schedules are saved as BestSchedule for a
424 // region.
425 // TargetOcc is the best achievable occupancy for a kernel.
426 // Returns better occupancy on success or current occupancy on fail.
427 // BestSchedules aren't deleted on fail.
428 unsigned GCNIterativeScheduler::tryMaximizeOccupancy(unsigned TargetOcc) {
429   // TODO: assert Regions are sorted descending by pressure
430   const auto &ST = MF.getSubtarget<GCNSubtarget>();
431   const auto Occ = Regions.front()->MaxPressure.getOccupancy(ST);
432   LLVM_DEBUG(dbgs() << "Trying to improve occupancy, target = " << TargetOcc
433                     << ", current = " << Occ << '\n');
434 
435   auto NewOcc = TargetOcc;
436   for (auto *R : Regions) {
437     if (R->MaxPressure.getOccupancy(ST) >= NewOcc)
438       break;
439 
440     LLVM_DEBUG(printRegion(dbgs(), R->Begin, R->End, LIS, 3);
441                printLivenessInfo(dbgs(), R->Begin, R->End, LIS));
442 
443     BuildDAG DAG(*R, *this);
444     const auto MinSchedule = makeMinRegSchedule(DAG.getTopRoots(), *this);
445     const auto MaxRP = getSchedulePressure(*R, MinSchedule);
446     LLVM_DEBUG(dbgs() << "Occupancy improvement attempt:\n";
447                printSchedRP(dbgs(), R->MaxPressure, MaxRP));
448 
449     NewOcc = std::min(NewOcc, MaxRP.getOccupancy(ST));
450     if (NewOcc <= Occ)
451       break;
452 
453     setBestSchedule(*R, MinSchedule, MaxRP);
454   }
455   LLVM_DEBUG(dbgs() << "New occupancy = " << NewOcc
456                     << ", prev occupancy = " << Occ << '\n');
457   if (NewOcc > Occ) {
458     SIMachineFunctionInfo *MFI = MF.getInfo<SIMachineFunctionInfo>();
459     MFI->increaseOccupancy(MF, NewOcc);
460   }
461 
462   return std::max(NewOcc, Occ);
463 }
464 
465 void GCNIterativeScheduler::scheduleLegacyMaxOccupancy(
466   bool TryMaximizeOccupancy) {
467   const auto &ST = MF.getSubtarget<GCNSubtarget>();
468   SIMachineFunctionInfo *MFI = MF.getInfo<SIMachineFunctionInfo>();
469   auto TgtOcc = MFI->getMinAllowedOccupancy();
470 
471   sortRegionsByPressure(TgtOcc);
472   auto Occ = Regions.front()->MaxPressure.getOccupancy(ST);
473 
474   if (TryMaximizeOccupancy && Occ < TgtOcc)
475     Occ = tryMaximizeOccupancy(TgtOcc);
476 
477   // This is really weird but for some magic scheduling regions twice
478   // gives performance improvement
479   const int NumPasses = Occ < TgtOcc ? 2 : 1;
480 
481   TgtOcc = std::min(Occ, TgtOcc);
482   LLVM_DEBUG(dbgs() << "Scheduling using default scheduler, "
483                        "target occupancy = "
484                     << TgtOcc << '\n');
485   GCNMaxOccupancySchedStrategy LStrgy(Context);
486   unsigned FinalOccupancy = std::min(Occ, MFI->getOccupancy());
487 
488   for (int I = 0; I < NumPasses; ++I) {
489     // running first pass with TargetOccupancy = 0 mimics previous scheduling
490     // approach and is a performance magic
491     LStrgy.setTargetOccupancy(I == 0 ? 0 : TgtOcc);
492     for (auto *R : Regions) {
493       OverrideLegacyStrategy Ovr(*R, LStrgy, *this);
494 
495       Ovr.schedule();
496       const auto RP = getRegionPressure(*R);
497       LLVM_DEBUG(printSchedRP(dbgs(), R->MaxPressure, RP));
498 
499       if (RP.getOccupancy(ST) < TgtOcc) {
500         LLVM_DEBUG(dbgs() << "Didn't fit into target occupancy O" << TgtOcc);
501         if (R->BestSchedule.get() &&
502             R->BestSchedule->MaxPressure.getOccupancy(ST) >= TgtOcc) {
503           LLVM_DEBUG(dbgs() << ", scheduling minimal register\n");
504           scheduleBest(*R);
505         } else {
506           LLVM_DEBUG(dbgs() << ", restoring\n");
507           Ovr.restoreOrder();
508           assert(R->MaxPressure.getOccupancy(ST) >= TgtOcc);
509         }
510       }
511       FinalOccupancy = std::min(FinalOccupancy, RP.getOccupancy(ST));
512     }
513   }
514   MFI->limitOccupancy(FinalOccupancy);
515 }
516 
517 ///////////////////////////////////////////////////////////////////////////////
518 // Minimal Register Strategy
519 
520 void GCNIterativeScheduler::scheduleMinReg(bool force) {
521   const auto &ST = MF.getSubtarget<GCNSubtarget>();
522   const SIMachineFunctionInfo *MFI = MF.getInfo<SIMachineFunctionInfo>();
523   const auto TgtOcc = MFI->getOccupancy();
524   sortRegionsByPressure(TgtOcc);
525 
526   auto MaxPressure = Regions.front()->MaxPressure;
527   for (auto *R : Regions) {
528     if (!force && R->MaxPressure.less(ST, MaxPressure, TgtOcc))
529       break;
530 
531     BuildDAG DAG(*R, *this);
532     const auto MinSchedule = makeMinRegSchedule(DAG.getTopRoots(), *this);
533 
534     const auto RP = getSchedulePressure(*R, MinSchedule);
535     LLVM_DEBUG(if (R->MaxPressure.less(ST, RP, TgtOcc)) {
536       dbgs() << "\nWarning: Pressure becomes worse after minreg!";
537       printSchedRP(dbgs(), R->MaxPressure, RP);
538     });
539 
540     if (!force && MaxPressure.less(ST, RP, TgtOcc))
541       break;
542 
543     scheduleRegion(*R, MinSchedule, RP);
544     LLVM_DEBUG(printSchedResult(dbgs(), R, RP));
545 
546     MaxPressure = RP;
547   }
548 }
549 
550 ///////////////////////////////////////////////////////////////////////////////
551 // ILP scheduler port
552 
553 void GCNIterativeScheduler::scheduleILP(
554   bool TryMaximizeOccupancy) {
555   const auto &ST = MF.getSubtarget<GCNSubtarget>();
556   SIMachineFunctionInfo *MFI = MF.getInfo<SIMachineFunctionInfo>();
557   auto TgtOcc = MFI->getMinAllowedOccupancy();
558 
559   sortRegionsByPressure(TgtOcc);
560   auto Occ = Regions.front()->MaxPressure.getOccupancy(ST);
561 
562   if (TryMaximizeOccupancy && Occ < TgtOcc)
563     Occ = tryMaximizeOccupancy(TgtOcc);
564 
565   TgtOcc = std::min(Occ, TgtOcc);
566   LLVM_DEBUG(dbgs() << "Scheduling using default scheduler, "
567                        "target occupancy = "
568                     << TgtOcc << '\n');
569 
570   unsigned FinalOccupancy = std::min(Occ, MFI->getOccupancy());
571   for (auto *R : Regions) {
572     BuildDAG DAG(*R, *this);
573     const auto ILPSchedule = makeGCNILPScheduler(DAG.getBottomRoots(), *this);
574 
575     const auto RP = getSchedulePressure(*R, ILPSchedule);
576     LLVM_DEBUG(printSchedRP(dbgs(), R->MaxPressure, RP));
577 
578     if (RP.getOccupancy(ST) < TgtOcc) {
579       LLVM_DEBUG(dbgs() << "Didn't fit into target occupancy O" << TgtOcc);
580       if (R->BestSchedule.get() &&
581         R->BestSchedule->MaxPressure.getOccupancy(ST) >= TgtOcc) {
582         LLVM_DEBUG(dbgs() << ", scheduling minimal register\n");
583         scheduleBest(*R);
584       }
585     } else {
586       scheduleRegion(*R, ILPSchedule, RP);
587       LLVM_DEBUG(printSchedResult(dbgs(), R, RP));
588       FinalOccupancy = std::min(FinalOccupancy, RP.getOccupancy(ST));
589     }
590   }
591   MFI->limitOccupancy(FinalOccupancy);
592 }
593