diff options
author | Dimitry Andric <dim@FreeBSD.org> | 2019-12-20 19:53:05 +0000 |
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committer | Dimitry Andric <dim@FreeBSD.org> | 2019-12-20 19:53:05 +0000 |
commit | 0b57cec536236d46e3dba9bd041533462f33dbb7 (patch) | |
tree | 56229dbdbbf76d18580f72f789003db17246c8d9 /contrib/llvm-project/llvm/lib/Target/AMDGPU/GCNSchedStrategy.cpp | |
parent | 718ef55ec7785aae63f98f8ca05dc07ed399c16d (diff) |
Notes
Diffstat (limited to 'contrib/llvm-project/llvm/lib/Target/AMDGPU/GCNSchedStrategy.cpp')
-rw-r--r-- | contrib/llvm-project/llvm/lib/Target/AMDGPU/GCNSchedStrategy.cpp | 570 |
1 files changed, 570 insertions, 0 deletions
diff --git a/contrib/llvm-project/llvm/lib/Target/AMDGPU/GCNSchedStrategy.cpp b/contrib/llvm-project/llvm/lib/Target/AMDGPU/GCNSchedStrategy.cpp new file mode 100644 index 000000000000..4ea990ae490e --- /dev/null +++ b/contrib/llvm-project/llvm/lib/Target/AMDGPU/GCNSchedStrategy.cpp @@ -0,0 +1,570 @@ +//===-- GCNSchedStrategy.cpp - GCN Scheduler Strategy ---------------------===// +// +// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. +// See https://llvm.org/LICENSE.txt for license information. +// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception +// +//===----------------------------------------------------------------------===// +// +/// \file +/// This contains a MachineSchedStrategy implementation for maximizing wave +/// occupancy on GCN hardware. +//===----------------------------------------------------------------------===// + +#include "GCNSchedStrategy.h" +#include "AMDGPUSubtarget.h" +#include "SIInstrInfo.h" +#include "SIMachineFunctionInfo.h" +#include "SIRegisterInfo.h" +#include "llvm/CodeGen/RegisterClassInfo.h" +#include "llvm/Support/MathExtras.h" + +#define DEBUG_TYPE "machine-scheduler" + +using namespace llvm; + +GCNMaxOccupancySchedStrategy::GCNMaxOccupancySchedStrategy( + const MachineSchedContext *C) : + GenericScheduler(C), TargetOccupancy(0), MF(nullptr) { } + +void GCNMaxOccupancySchedStrategy::initialize(ScheduleDAGMI *DAG) { + GenericScheduler::initialize(DAG); + + const SIRegisterInfo *SRI = static_cast<const SIRegisterInfo*>(TRI); + + MF = &DAG->MF; + + const GCNSubtarget &ST = MF->getSubtarget<GCNSubtarget>(); + + // FIXME: This is also necessary, because some passes that run after + // scheduling and before regalloc increase register pressure. + const int ErrorMargin = 3; + + SGPRExcessLimit = Context->RegClassInfo + ->getNumAllocatableRegs(&AMDGPU::SGPR_32RegClass) - ErrorMargin; + VGPRExcessLimit = Context->RegClassInfo + ->getNumAllocatableRegs(&AMDGPU::VGPR_32RegClass) - ErrorMargin; + if (TargetOccupancy) { + SGPRCriticalLimit = ST.getMaxNumSGPRs(TargetOccupancy, true); + VGPRCriticalLimit = ST.getMaxNumVGPRs(TargetOccupancy); + } else { + SGPRCriticalLimit = SRI->getRegPressureSetLimit(DAG->MF, + SRI->getSGPRPressureSet()); + VGPRCriticalLimit = SRI->getRegPressureSetLimit(DAG->MF, + SRI->getVGPRPressureSet()); + } + + SGPRCriticalLimit -= ErrorMargin; + VGPRCriticalLimit -= ErrorMargin; +} + +void GCNMaxOccupancySchedStrategy::initCandidate(SchedCandidate &Cand, SUnit *SU, + bool AtTop, const RegPressureTracker &RPTracker, + const SIRegisterInfo *SRI, + unsigned SGPRPressure, + unsigned VGPRPressure) { + + Cand.SU = SU; + Cand.AtTop = AtTop; + + // getDownwardPressure() and getUpwardPressure() make temporary changes to + // the tracker, so we need to pass those function a non-const copy. + RegPressureTracker &TempTracker = const_cast<RegPressureTracker&>(RPTracker); + + std::vector<unsigned> Pressure; + std::vector<unsigned> MaxPressure; + + if (AtTop) + TempTracker.getDownwardPressure(SU->getInstr(), Pressure, MaxPressure); + else { + // FIXME: I think for bottom up scheduling, the register pressure is cached + // and can be retrieved by DAG->getPressureDif(SU). + TempTracker.getUpwardPressure(SU->getInstr(), Pressure, MaxPressure); + } + + unsigned NewSGPRPressure = Pressure[SRI->getSGPRPressureSet()]; + unsigned NewVGPRPressure = Pressure[SRI->getVGPRPressureSet()]; + + // If two instructions increase the pressure of different register sets + // by the same amount, the generic scheduler will prefer to schedule the + // instruction that increases the set with the least amount of registers, + // which in our case would be SGPRs. This is rarely what we want, so + // when we report excess/critical register pressure, we do it either + // only for VGPRs or only for SGPRs. + + // FIXME: Better heuristics to determine whether to prefer SGPRs or VGPRs. + const unsigned MaxVGPRPressureInc = 16; + bool ShouldTrackVGPRs = VGPRPressure + MaxVGPRPressureInc >= VGPRExcessLimit; + bool ShouldTrackSGPRs = !ShouldTrackVGPRs && SGPRPressure >= SGPRExcessLimit; + + + // FIXME: We have to enter REG-EXCESS before we reach the actual threshold + // to increase the likelihood we don't go over the limits. We should improve + // the analysis to look through dependencies to find the path with the least + // register pressure. + + // We only need to update the RPDelata for instructions that increase + // register pressure. Instructions that decrease or keep reg pressure + // the same will be marked as RegExcess in tryCandidate() when they + // are compared with instructions that increase the register pressure. + if (ShouldTrackVGPRs && NewVGPRPressure >= VGPRExcessLimit) { + Cand.RPDelta.Excess = PressureChange(SRI->getVGPRPressureSet()); + Cand.RPDelta.Excess.setUnitInc(NewVGPRPressure - VGPRExcessLimit); + } + + if (ShouldTrackSGPRs && NewSGPRPressure >= SGPRExcessLimit) { + Cand.RPDelta.Excess = PressureChange(SRI->getSGPRPressureSet()); + Cand.RPDelta.Excess.setUnitInc(NewSGPRPressure - SGPRExcessLimit); + } + + // Register pressure is considered 'CRITICAL' if it is approaching a value + // that would reduce the wave occupancy for the execution unit. When + // register pressure is 'CRITICAL', increading SGPR and VGPR pressure both + // has the same cost, so we don't need to prefer one over the other. + + int SGPRDelta = NewSGPRPressure - SGPRCriticalLimit; + int VGPRDelta = NewVGPRPressure - VGPRCriticalLimit; + + if (SGPRDelta >= 0 || VGPRDelta >= 0) { + if (SGPRDelta > VGPRDelta) { + Cand.RPDelta.CriticalMax = PressureChange(SRI->getSGPRPressureSet()); + Cand.RPDelta.CriticalMax.setUnitInc(SGPRDelta); + } else { + Cand.RPDelta.CriticalMax = PressureChange(SRI->getVGPRPressureSet()); + Cand.RPDelta.CriticalMax.setUnitInc(VGPRDelta); + } + } +} + +// This function is mostly cut and pasted from +// GenericScheduler::pickNodeFromQueue() +void GCNMaxOccupancySchedStrategy::pickNodeFromQueue(SchedBoundary &Zone, + const CandPolicy &ZonePolicy, + const RegPressureTracker &RPTracker, + SchedCandidate &Cand) { + const SIRegisterInfo *SRI = static_cast<const SIRegisterInfo*>(TRI); + ArrayRef<unsigned> Pressure = RPTracker.getRegSetPressureAtPos(); + unsigned SGPRPressure = Pressure[SRI->getSGPRPressureSet()]; + unsigned VGPRPressure = Pressure[SRI->getVGPRPressureSet()]; + ReadyQueue &Q = Zone.Available; + for (SUnit *SU : Q) { + + SchedCandidate TryCand(ZonePolicy); + initCandidate(TryCand, SU, Zone.isTop(), RPTracker, SRI, + SGPRPressure, VGPRPressure); + // Pass SchedBoundary only when comparing nodes from the same boundary. + SchedBoundary *ZoneArg = Cand.AtTop == TryCand.AtTop ? &Zone : nullptr; + GenericScheduler::tryCandidate(Cand, TryCand, ZoneArg); + if (TryCand.Reason != NoCand) { + // Initialize resource delta if needed in case future heuristics query it. + if (TryCand.ResDelta == SchedResourceDelta()) + TryCand.initResourceDelta(Zone.DAG, SchedModel); + Cand.setBest(TryCand); + } + } +} + +// This function is mostly cut and pasted from +// GenericScheduler::pickNodeBidirectional() +SUnit *GCNMaxOccupancySchedStrategy::pickNodeBidirectional(bool &IsTopNode) { + // Schedule as far as possible in the direction of no choice. This is most + // efficient, but also provides the best heuristics for CriticalPSets. + if (SUnit *SU = Bot.pickOnlyChoice()) { + IsTopNode = false; + return SU; + } + if (SUnit *SU = Top.pickOnlyChoice()) { + IsTopNode = true; + return SU; + } + // Set the bottom-up policy based on the state of the current bottom zone and + // the instructions outside the zone, including the top zone. + CandPolicy BotPolicy; + setPolicy(BotPolicy, /*IsPostRA=*/false, Bot, &Top); + // Set the top-down policy based on the state of the current top zone and + // the instructions outside the zone, including the bottom zone. + CandPolicy TopPolicy; + setPolicy(TopPolicy, /*IsPostRA=*/false, Top, &Bot); + + // See if BotCand is still valid (because we previously scheduled from Top). + LLVM_DEBUG(dbgs() << "Picking from Bot:\n"); + if (!BotCand.isValid() || BotCand.SU->isScheduled || + BotCand.Policy != BotPolicy) { + BotCand.reset(CandPolicy()); + pickNodeFromQueue(Bot, BotPolicy, DAG->getBotRPTracker(), BotCand); + assert(BotCand.Reason != NoCand && "failed to find the first candidate"); + } else { + LLVM_DEBUG(traceCandidate(BotCand)); + } + + // Check if the top Q has a better candidate. + LLVM_DEBUG(dbgs() << "Picking from Top:\n"); + if (!TopCand.isValid() || TopCand.SU->isScheduled || + TopCand.Policy != TopPolicy) { + TopCand.reset(CandPolicy()); + pickNodeFromQueue(Top, TopPolicy, DAG->getTopRPTracker(), TopCand); + assert(TopCand.Reason != NoCand && "failed to find the first candidate"); + } else { + LLVM_DEBUG(traceCandidate(TopCand)); + } + + // Pick best from BotCand and TopCand. + LLVM_DEBUG(dbgs() << "Top Cand: "; traceCandidate(TopCand); + dbgs() << "Bot Cand: "; traceCandidate(BotCand);); + SchedCandidate Cand; + if (TopCand.Reason == BotCand.Reason) { + Cand = BotCand; + GenericSchedulerBase::CandReason TopReason = TopCand.Reason; + TopCand.Reason = NoCand; + GenericScheduler::tryCandidate(Cand, TopCand, nullptr); + if (TopCand.Reason != NoCand) { + Cand.setBest(TopCand); + } else { + TopCand.Reason = TopReason; + } + } else { + if (TopCand.Reason == RegExcess && TopCand.RPDelta.Excess.getUnitInc() <= 0) { + Cand = TopCand; + } else if (BotCand.Reason == RegExcess && BotCand.RPDelta.Excess.getUnitInc() <= 0) { + Cand = BotCand; + } else if (TopCand.Reason == RegCritical && TopCand.RPDelta.CriticalMax.getUnitInc() <= 0) { + Cand = TopCand; + } else if (BotCand.Reason == RegCritical && BotCand.RPDelta.CriticalMax.getUnitInc() <= 0) { + Cand = BotCand; + } else { + if (BotCand.Reason > TopCand.Reason) { + Cand = TopCand; + } else { + Cand = BotCand; + } + } + } + LLVM_DEBUG(dbgs() << "Picking: "; traceCandidate(Cand);); + + IsTopNode = Cand.AtTop; + return Cand.SU; +} + +// This function is mostly cut and pasted from +// GenericScheduler::pickNode() +SUnit *GCNMaxOccupancySchedStrategy::pickNode(bool &IsTopNode) { + if (DAG->top() == DAG->bottom()) { + assert(Top.Available.empty() && Top.Pending.empty() && + Bot.Available.empty() && Bot.Pending.empty() && "ReadyQ garbage"); + return nullptr; + } + SUnit *SU; + do { + if (RegionPolicy.OnlyTopDown) { + SU = Top.pickOnlyChoice(); + if (!SU) { + CandPolicy NoPolicy; + TopCand.reset(NoPolicy); + pickNodeFromQueue(Top, NoPolicy, DAG->getTopRPTracker(), TopCand); + assert(TopCand.Reason != NoCand && "failed to find a candidate"); + SU = TopCand.SU; + } + IsTopNode = true; + } else if (RegionPolicy.OnlyBottomUp) { + SU = Bot.pickOnlyChoice(); + if (!SU) { + CandPolicy NoPolicy; + BotCand.reset(NoPolicy); + pickNodeFromQueue(Bot, NoPolicy, DAG->getBotRPTracker(), BotCand); + assert(BotCand.Reason != NoCand && "failed to find a candidate"); + SU = BotCand.SU; + } + IsTopNode = false; + } else { + SU = pickNodeBidirectional(IsTopNode); + } + } while (SU->isScheduled); + + if (SU->isTopReady()) + Top.removeReady(SU); + if (SU->isBottomReady()) + Bot.removeReady(SU); + + LLVM_DEBUG(dbgs() << "Scheduling SU(" << SU->NodeNum << ") " + << *SU->getInstr()); + return SU; +} + +GCNScheduleDAGMILive::GCNScheduleDAGMILive(MachineSchedContext *C, + std::unique_ptr<MachineSchedStrategy> S) : + ScheduleDAGMILive(C, std::move(S)), + ST(MF.getSubtarget<GCNSubtarget>()), + MFI(*MF.getInfo<SIMachineFunctionInfo>()), + StartingOccupancy(MFI.getOccupancy()), + MinOccupancy(StartingOccupancy), Stage(0), RegionIdx(0) { + + LLVM_DEBUG(dbgs() << "Starting occupancy is " << StartingOccupancy << ".\n"); +} + +void GCNScheduleDAGMILive::schedule() { + if (Stage == 0) { + // Just record regions at the first pass. + Regions.push_back(std::make_pair(RegionBegin, RegionEnd)); + return; + } + + std::vector<MachineInstr*> Unsched; + Unsched.reserve(NumRegionInstrs); + for (auto &I : *this) { + Unsched.push_back(&I); + } + + GCNRegPressure PressureBefore; + if (LIS) { + PressureBefore = Pressure[RegionIdx]; + + LLVM_DEBUG(dbgs() << "Pressure before scheduling:\nRegion live-ins:"; + GCNRPTracker::printLiveRegs(dbgs(), LiveIns[RegionIdx], MRI); + dbgs() << "Region live-in pressure: "; + llvm::getRegPressure(MRI, LiveIns[RegionIdx]).print(dbgs()); + dbgs() << "Region register pressure: "; + PressureBefore.print(dbgs())); + } + + ScheduleDAGMILive::schedule(); + Regions[RegionIdx] = std::make_pair(RegionBegin, RegionEnd); + + if (!LIS) + return; + + // Check the results of scheduling. + GCNMaxOccupancySchedStrategy &S = (GCNMaxOccupancySchedStrategy&)*SchedImpl; + auto PressureAfter = getRealRegPressure(); + + LLVM_DEBUG(dbgs() << "Pressure after scheduling: "; + PressureAfter.print(dbgs())); + + if (PressureAfter.getSGPRNum() <= S.SGPRCriticalLimit && + PressureAfter.getVGPRNum() <= S.VGPRCriticalLimit) { + Pressure[RegionIdx] = PressureAfter; + LLVM_DEBUG(dbgs() << "Pressure in desired limits, done.\n"); + return; + } + unsigned Occ = MFI.getOccupancy(); + unsigned WavesAfter = std::min(Occ, PressureAfter.getOccupancy(ST)); + unsigned WavesBefore = std::min(Occ, PressureBefore.getOccupancy(ST)); + LLVM_DEBUG(dbgs() << "Occupancy before scheduling: " << WavesBefore + << ", after " << WavesAfter << ".\n"); + + // We could not keep current target occupancy because of the just scheduled + // region. Record new occupancy for next scheduling cycle. + unsigned NewOccupancy = std::max(WavesAfter, WavesBefore); + // Allow memory bound functions to drop to 4 waves if not limited by an + // attribute. + if (WavesAfter < WavesBefore && WavesAfter < MinOccupancy && + WavesAfter >= MFI.getMinAllowedOccupancy()) { + LLVM_DEBUG(dbgs() << "Function is memory bound, allow occupancy drop up to " + << MFI.getMinAllowedOccupancy() << " waves\n"); + NewOccupancy = WavesAfter; + } + if (NewOccupancy < MinOccupancy) { + MinOccupancy = NewOccupancy; + MFI.limitOccupancy(MinOccupancy); + LLVM_DEBUG(dbgs() << "Occupancy lowered for the function to " + << MinOccupancy << ".\n"); + } + + if (WavesAfter >= MinOccupancy) { + Pressure[RegionIdx] = PressureAfter; + return; + } + + LLVM_DEBUG(dbgs() << "Attempting to revert scheduling.\n"); + RegionEnd = RegionBegin; + for (MachineInstr *MI : Unsched) { + if (MI->isDebugInstr()) + continue; + + if (MI->getIterator() != RegionEnd) { + BB->remove(MI); + BB->insert(RegionEnd, MI); + if (!MI->isDebugInstr()) + LIS->handleMove(*MI, true); + } + // Reset read-undef flags and update them later. + for (auto &Op : MI->operands()) + if (Op.isReg() && Op.isDef()) + Op.setIsUndef(false); + RegisterOperands RegOpers; + RegOpers.collect(*MI, *TRI, MRI, ShouldTrackLaneMasks, false); + if (!MI->isDebugInstr()) { + if (ShouldTrackLaneMasks) { + // Adjust liveness and add missing dead+read-undef flags. + SlotIndex SlotIdx = LIS->getInstructionIndex(*MI).getRegSlot(); + RegOpers.adjustLaneLiveness(*LIS, MRI, SlotIdx, MI); + } else { + // Adjust for missing dead-def flags. + RegOpers.detectDeadDefs(*MI, *LIS); + } + } + RegionEnd = MI->getIterator(); + ++RegionEnd; + LLVM_DEBUG(dbgs() << "Scheduling " << *MI); + } + RegionBegin = Unsched.front()->getIterator(); + Regions[RegionIdx] = std::make_pair(RegionBegin, RegionEnd); + + placeDebugValues(); +} + +GCNRegPressure GCNScheduleDAGMILive::getRealRegPressure() const { + GCNDownwardRPTracker RPTracker(*LIS); + RPTracker.advance(begin(), end(), &LiveIns[RegionIdx]); + return RPTracker.moveMaxPressure(); +} + +void GCNScheduleDAGMILive::computeBlockPressure(const MachineBasicBlock *MBB) { + GCNDownwardRPTracker RPTracker(*LIS); + + // If the block has the only successor then live-ins of that successor are + // live-outs of the current block. We can reuse calculated live set if the + // successor will be sent to scheduling past current block. + const MachineBasicBlock *OnlySucc = nullptr; + if (MBB->succ_size() == 1 && !(*MBB->succ_begin())->empty()) { + SlotIndexes *Ind = LIS->getSlotIndexes(); + if (Ind->getMBBStartIdx(MBB) < Ind->getMBBStartIdx(*MBB->succ_begin())) + OnlySucc = *MBB->succ_begin(); + } + + // Scheduler sends regions from the end of the block upwards. + size_t CurRegion = RegionIdx; + for (size_t E = Regions.size(); CurRegion != E; ++CurRegion) + if (Regions[CurRegion].first->getParent() != MBB) + break; + --CurRegion; + + auto I = MBB->begin(); + auto LiveInIt = MBBLiveIns.find(MBB); + if (LiveInIt != MBBLiveIns.end()) { + auto LiveIn = std::move(LiveInIt->second); + RPTracker.reset(*MBB->begin(), &LiveIn); + MBBLiveIns.erase(LiveInIt); + } else { + auto &Rgn = Regions[CurRegion]; + I = Rgn.first; + auto *NonDbgMI = &*skipDebugInstructionsForward(Rgn.first, Rgn.second); + auto LRS = BBLiveInMap.lookup(NonDbgMI); + assert(isEqual(getLiveRegsBefore(*NonDbgMI, *LIS), LRS)); + RPTracker.reset(*I, &LRS); + } + + for ( ; ; ) { + I = RPTracker.getNext(); + + if (Regions[CurRegion].first == I) { + LiveIns[CurRegion] = RPTracker.getLiveRegs(); + RPTracker.clearMaxPressure(); + } + + if (Regions[CurRegion].second == I) { + Pressure[CurRegion] = RPTracker.moveMaxPressure(); + if (CurRegion-- == RegionIdx) + break; + } + RPTracker.advanceToNext(); + RPTracker.advanceBeforeNext(); + } + + if (OnlySucc) { + if (I != MBB->end()) { + RPTracker.advanceToNext(); + RPTracker.advance(MBB->end()); + } + RPTracker.reset(*OnlySucc->begin(), &RPTracker.getLiveRegs()); + RPTracker.advanceBeforeNext(); + MBBLiveIns[OnlySucc] = RPTracker.moveLiveRegs(); + } +} + +DenseMap<MachineInstr *, GCNRPTracker::LiveRegSet> +GCNScheduleDAGMILive::getBBLiveInMap() const { + assert(!Regions.empty()); + std::vector<MachineInstr *> BBStarters; + BBStarters.reserve(Regions.size()); + auto I = Regions.rbegin(), E = Regions.rend(); + auto *BB = I->first->getParent(); + do { + auto *MI = &*skipDebugInstructionsForward(I->first, I->second); + BBStarters.push_back(MI); + do { + ++I; + } while (I != E && I->first->getParent() == BB); + } while (I != E); + return getLiveRegMap(BBStarters, false /*After*/, *LIS); +} + +void GCNScheduleDAGMILive::finalizeSchedule() { + GCNMaxOccupancySchedStrategy &S = (GCNMaxOccupancySchedStrategy&)*SchedImpl; + LLVM_DEBUG(dbgs() << "All regions recorded, starting actual scheduling.\n"); + + LiveIns.resize(Regions.size()); + Pressure.resize(Regions.size()); + + if (!Regions.empty()) + BBLiveInMap = getBBLiveInMap(); + + do { + Stage++; + RegionIdx = 0; + MachineBasicBlock *MBB = nullptr; + + if (Stage > 1) { + // Retry function scheduling if we found resulting occupancy and it is + // lower than used for first pass scheduling. This will give more freedom + // to schedule low register pressure blocks. + // Code is partially copied from MachineSchedulerBase::scheduleRegions(). + + if (!LIS || StartingOccupancy <= MinOccupancy) + break; + + LLVM_DEBUG( + dbgs() + << "Retrying function scheduling with lowest recorded occupancy " + << MinOccupancy << ".\n"); + + S.setTargetOccupancy(MinOccupancy); + } + + for (auto Region : Regions) { + RegionBegin = Region.first; + RegionEnd = Region.second; + + if (RegionBegin->getParent() != MBB) { + if (MBB) finishBlock(); + MBB = RegionBegin->getParent(); + startBlock(MBB); + if (Stage == 1) + computeBlockPressure(MBB); + } + + unsigned NumRegionInstrs = std::distance(begin(), end()); + enterRegion(MBB, begin(), end(), NumRegionInstrs); + + // Skip empty scheduling regions (0 or 1 schedulable instructions). + if (begin() == end() || begin() == std::prev(end())) { + exitRegion(); + continue; + } + + LLVM_DEBUG(dbgs() << "********** MI Scheduling **********\n"); + LLVM_DEBUG(dbgs() << MF.getName() << ":" << printMBBReference(*MBB) << " " + << MBB->getName() << "\n From: " << *begin() + << " To: "; + if (RegionEnd != MBB->end()) dbgs() << *RegionEnd; + else dbgs() << "End"; + dbgs() << " RegionInstrs: " << NumRegionInstrs << '\n'); + + schedule(); + + exitRegion(); + ++RegionIdx; + } + finishBlock(); + + } while (Stage < 2); +} |