1 //===-- LoopUnroll.cpp - Loop unroller pass -------------------------------===//
3 // The LLVM Compiler Infrastructure
5 // This file is distributed under the University of Illinois Open Source
6 // License. See LICENSE.TXT for details.
8 //===----------------------------------------------------------------------===//
10 // This pass implements a simple loop unroller. It works best when loops have
11 // been canonicalized by the -indvars pass, allowing it to determine the trip
12 // counts of loops easily.
13 //===----------------------------------------------------------------------===//
15 #include "llvm/Transforms/Scalar.h"
16 #include "llvm/ADT/SetVector.h"
17 #include "llvm/Analysis/GlobalsModRef.h"
18 #include "llvm/Analysis/AssumptionCache.h"
19 #include "llvm/Analysis/CodeMetrics.h"
20 #include "llvm/Analysis/InstructionSimplify.h"
21 #include "llvm/Analysis/LoopPass.h"
22 #include "llvm/Analysis/ScalarEvolution.h"
23 #include "llvm/Analysis/ScalarEvolutionExpressions.h"
24 #include "llvm/Analysis/TargetTransformInfo.h"
25 #include "llvm/IR/DataLayout.h"
26 #include "llvm/IR/DiagnosticInfo.h"
27 #include "llvm/IR/Dominators.h"
28 #include "llvm/IR/InstVisitor.h"
29 #include "llvm/IR/IntrinsicInst.h"
30 #include "llvm/IR/Metadata.h"
31 #include "llvm/Support/CommandLine.h"
32 #include "llvm/Support/Debug.h"
33 #include "llvm/Support/raw_ostream.h"
34 #include "llvm/Transforms/Utils/UnrollLoop.h"
39 #define DEBUG_TYPE "loop-unroll"
41 static cl::opt<unsigned>
42 UnrollThreshold("unroll-threshold", cl::init(150), cl::Hidden,
43 cl::desc("The baseline cost threshold for loop unrolling"));
45 static cl::opt<unsigned> UnrollPercentDynamicCostSavedThreshold(
46 "unroll-percent-dynamic-cost-saved-threshold", cl::init(20), cl::Hidden,
47 cl::desc("The percentage of estimated dynamic cost which must be saved by "
48 "unrolling to allow unrolling up to the max threshold."));
50 static cl::opt<unsigned> UnrollDynamicCostSavingsDiscount(
51 "unroll-dynamic-cost-savings-discount", cl::init(2000), cl::Hidden,
52 cl::desc("This is the amount discounted from the total unroll cost when "
53 "the unrolled form has a high dynamic cost savings (triggered by "
54 "the '-unroll-perecent-dynamic-cost-saved-threshold' flag)."));
56 static cl::opt<unsigned> UnrollMaxIterationsCountToAnalyze(
57 "unroll-max-iteration-count-to-analyze", cl::init(0), cl::Hidden,
58 cl::desc("Don't allow loop unrolling to simulate more than this number of"
59 "iterations when checking full unroll profitability"));
61 static cl::opt<unsigned>
62 UnrollCount("unroll-count", cl::init(0), cl::Hidden,
63 cl::desc("Use this unroll count for all loops including those with "
64 "unroll_count pragma values, for testing purposes"));
67 UnrollAllowPartial("unroll-allow-partial", cl::init(false), cl::Hidden,
68 cl::desc("Allows loops to be partially unrolled until "
69 "-unroll-threshold loop size is reached."));
72 UnrollRuntime("unroll-runtime", cl::ZeroOrMore, cl::init(false), cl::Hidden,
73 cl::desc("Unroll loops with run-time trip counts"));
75 static cl::opt<unsigned>
76 PragmaUnrollThreshold("pragma-unroll-threshold", cl::init(16 * 1024), cl::Hidden,
77 cl::desc("Unrolled size limit for loops with an unroll(full) or "
78 "unroll_count pragma."));
81 class LoopUnroll : public LoopPass {
83 static char ID; // Pass ID, replacement for typeid
84 LoopUnroll(int T = -1, int C = -1, int P = -1, int R = -1) : LoopPass(ID) {
85 CurrentThreshold = (T == -1) ? UnrollThreshold : unsigned(T);
86 CurrentPercentDynamicCostSavedThreshold =
87 UnrollPercentDynamicCostSavedThreshold;
88 CurrentDynamicCostSavingsDiscount = UnrollDynamicCostSavingsDiscount;
89 CurrentCount = (C == -1) ? UnrollCount : unsigned(C);
90 CurrentAllowPartial = (P == -1) ? UnrollAllowPartial : (bool)P;
91 CurrentRuntime = (R == -1) ? UnrollRuntime : (bool)R;
93 UserThreshold = (T != -1) || (UnrollThreshold.getNumOccurrences() > 0);
94 UserPercentDynamicCostSavedThreshold =
95 (UnrollPercentDynamicCostSavedThreshold.getNumOccurrences() > 0);
96 UserDynamicCostSavingsDiscount =
97 (UnrollDynamicCostSavingsDiscount.getNumOccurrences() > 0);
98 UserAllowPartial = (P != -1) ||
99 (UnrollAllowPartial.getNumOccurrences() > 0);
100 UserRuntime = (R != -1) || (UnrollRuntime.getNumOccurrences() > 0);
101 UserCount = (C != -1) || (UnrollCount.getNumOccurrences() > 0);
103 initializeLoopUnrollPass(*PassRegistry::getPassRegistry());
106 /// A magic value for use with the Threshold parameter to indicate
107 /// that the loop unroll should be performed regardless of how much
108 /// code expansion would result.
109 static const unsigned NoThreshold = UINT_MAX;
111 // Threshold to use when optsize is specified (and there is no
112 // explicit -unroll-threshold).
113 static const unsigned OptSizeUnrollThreshold = 50;
115 // Default unroll count for loops with run-time trip count if
116 // -unroll-count is not set
117 static const unsigned UnrollRuntimeCount = 8;
119 unsigned CurrentCount;
120 unsigned CurrentThreshold;
121 unsigned CurrentPercentDynamicCostSavedThreshold;
122 unsigned CurrentDynamicCostSavingsDiscount;
123 bool CurrentAllowPartial;
126 // Flags for whether the 'current' settings are user-specified.
129 bool UserPercentDynamicCostSavedThreshold;
130 bool UserDynamicCostSavingsDiscount;
131 bool UserAllowPartial;
134 bool runOnLoop(Loop *L, LPPassManager &LPM) override;
136 /// This transformation requires natural loop information & requires that
137 /// loop preheaders be inserted into the CFG...
139 void getAnalysisUsage(AnalysisUsage &AU) const override {
140 AU.addRequired<AssumptionCacheTracker>();
141 AU.addRequired<DominatorTreeWrapperPass>();
142 AU.addRequired<LoopInfoWrapperPass>();
143 AU.addPreserved<LoopInfoWrapperPass>();
144 AU.addRequiredID(LoopSimplifyID);
145 AU.addPreservedID(LoopSimplifyID);
146 AU.addRequiredID(LCSSAID);
147 AU.addPreservedID(LCSSAID);
148 AU.addRequired<ScalarEvolutionWrapperPass>();
149 AU.addPreserved<ScalarEvolutionWrapperPass>();
150 AU.addRequired<TargetTransformInfoWrapperPass>();
151 // FIXME: Loop unroll requires LCSSA. And LCSSA requires dom info.
152 // If loop unroll does not preserve dom info then LCSSA pass on next
153 // loop will receive invalid dom info.
154 // For now, recreate dom info, if loop is unrolled.
155 AU.addPreserved<DominatorTreeWrapperPass>();
156 AU.addPreserved<GlobalsAAWrapperPass>();
159 // Fill in the UnrollingPreferences parameter with values from the
160 // TargetTransformationInfo.
161 void getUnrollingPreferences(Loop *L, const TargetTransformInfo &TTI,
162 TargetTransformInfo::UnrollingPreferences &UP) {
163 UP.Threshold = CurrentThreshold;
164 UP.PercentDynamicCostSavedThreshold =
165 CurrentPercentDynamicCostSavedThreshold;
166 UP.DynamicCostSavingsDiscount = CurrentDynamicCostSavingsDiscount;
167 UP.OptSizeThreshold = OptSizeUnrollThreshold;
168 UP.PartialThreshold = CurrentThreshold;
169 UP.PartialOptSizeThreshold = OptSizeUnrollThreshold;
170 UP.Count = CurrentCount;
171 UP.MaxCount = UINT_MAX;
172 UP.Partial = CurrentAllowPartial;
173 UP.Runtime = CurrentRuntime;
174 UP.AllowExpensiveTripCount = false;
175 TTI.getUnrollingPreferences(L, UP);
178 // Select and return an unroll count based on parameters from
179 // user, unroll preferences, unroll pragmas, or a heuristic.
180 // SetExplicitly is set to true if the unroll count is is set by
181 // the user or a pragma rather than selected heuristically.
183 selectUnrollCount(const Loop *L, unsigned TripCount, bool PragmaFullUnroll,
184 unsigned PragmaCount,
185 const TargetTransformInfo::UnrollingPreferences &UP,
186 bool &SetExplicitly);
188 // Select threshold values used to limit unrolling based on a
189 // total unrolled size. Parameters Threshold and PartialThreshold
190 // are set to the maximum unrolled size for fully and partially
191 // unrolled loops respectively.
192 void selectThresholds(const Loop *L, bool UsePragmaThreshold,
193 const TargetTransformInfo::UnrollingPreferences &UP,
194 unsigned &Threshold, unsigned &PartialThreshold,
195 unsigned &PercentDynamicCostSavedThreshold,
196 unsigned &DynamicCostSavingsDiscount) {
197 // Determine the current unrolling threshold. While this is
198 // normally set from UnrollThreshold, it is overridden to a
199 // smaller value if the current function is marked as
200 // optimize-for-size, and the unroll threshold was not user
202 Threshold = UserThreshold ? CurrentThreshold : UP.Threshold;
203 PartialThreshold = UserThreshold ? CurrentThreshold : UP.PartialThreshold;
204 PercentDynamicCostSavedThreshold =
205 UserPercentDynamicCostSavedThreshold
206 ? CurrentPercentDynamicCostSavedThreshold
207 : UP.PercentDynamicCostSavedThreshold;
208 DynamicCostSavingsDiscount = UserDynamicCostSavingsDiscount
209 ? CurrentDynamicCostSavingsDiscount
210 : UP.DynamicCostSavingsDiscount;
212 if (!UserThreshold &&
213 // FIXME: Use Function::optForSize().
214 L->getHeader()->getParent()->hasFnAttribute(
215 Attribute::OptimizeForSize)) {
216 Threshold = UP.OptSizeThreshold;
217 PartialThreshold = UP.PartialOptSizeThreshold;
219 if (UsePragmaThreshold) {
220 // If the loop has an unrolling pragma, we want to be more
221 // aggressive with unrolling limits. Set thresholds to at
222 // least the PragmaTheshold value which is larger than the
224 if (Threshold != NoThreshold)
225 Threshold = std::max<unsigned>(Threshold, PragmaUnrollThreshold);
226 if (PartialThreshold != NoThreshold)
228 std::max<unsigned>(PartialThreshold, PragmaUnrollThreshold);
231 bool canUnrollCompletely(Loop *L, unsigned Threshold,
232 unsigned PercentDynamicCostSavedThreshold,
233 unsigned DynamicCostSavingsDiscount,
234 uint64_t UnrolledCost, uint64_t RolledDynamicCost);
238 char LoopUnroll::ID = 0;
239 INITIALIZE_PASS_BEGIN(LoopUnroll, "loop-unroll", "Unroll loops", false, false)
240 INITIALIZE_PASS_DEPENDENCY(TargetTransformInfoWrapperPass)
241 INITIALIZE_PASS_DEPENDENCY(AssumptionCacheTracker)
242 INITIALIZE_PASS_DEPENDENCY(DominatorTreeWrapperPass)
243 INITIALIZE_PASS_DEPENDENCY(LoopInfoWrapperPass)
244 INITIALIZE_PASS_DEPENDENCY(LoopSimplify)
245 INITIALIZE_PASS_DEPENDENCY(LCSSA)
246 INITIALIZE_PASS_DEPENDENCY(ScalarEvolutionWrapperPass)
247 INITIALIZE_PASS_END(LoopUnroll, "loop-unroll", "Unroll loops", false, false)
249 Pass *llvm::createLoopUnrollPass(int Threshold, int Count, int AllowPartial,
251 return new LoopUnroll(Threshold, Count, AllowPartial, Runtime);
254 Pass *llvm::createSimpleLoopUnrollPass() {
255 return llvm::createLoopUnrollPass(-1, -1, 0, 0);
259 // This class is used to get an estimate of the optimization effects that we
260 // could get from complete loop unrolling. It comes from the fact that some
261 // loads might be replaced with concrete constant values and that could trigger
262 // a chain of instruction simplifications.
264 // E.g. we might have:
265 // int a[] = {0, 1, 0};
267 // for (i = 0; i < 3; i ++)
269 // If we completely unroll the loop, we would get:
270 // v = b[0]*a[0] + b[1]*a[1] + b[2]*a[2]
271 // Which then will be simplified to:
272 // v = b[0]* 0 + b[1]* 1 + b[2]* 0
275 class UnrolledInstAnalyzer : private InstVisitor<UnrolledInstAnalyzer, bool> {
276 typedef InstVisitor<UnrolledInstAnalyzer, bool> Base;
277 friend class InstVisitor<UnrolledInstAnalyzer, bool>;
278 struct SimplifiedAddress {
279 Value *Base = nullptr;
280 ConstantInt *Offset = nullptr;
284 UnrolledInstAnalyzer(unsigned Iteration,
285 DenseMap<Value *, Constant *> &SimplifiedValues,
286 const Loop *L, ScalarEvolution &SE)
287 : Iteration(Iteration), SimplifiedValues(SimplifiedValues), L(L), SE(SE) {
288 IterationNumber = SE.getConstant(APInt(64, Iteration));
291 // Allow access to the initial visit method.
295 /// \brief A cache of pointer bases and constant-folded offsets corresponding
296 /// to GEP (or derived from GEP) instructions.
298 /// In order to find the base pointer one needs to perform non-trivial
299 /// traversal of the corresponding SCEV expression, so it's good to have the
301 DenseMap<Value *, SimplifiedAddress> SimplifiedAddresses;
303 /// \brief Number of currently simulated iteration.
305 /// If an expression is ConstAddress+Constant, then the Constant is
306 /// Start + Iteration*Step, where Start and Step could be obtained from
310 /// \brief SCEV expression corresponding to number of currently simulated
312 const SCEV *IterationNumber;
314 /// \brief A Value->Constant map for keeping values that we managed to
315 /// constant-fold on the given iteration.
317 /// While we walk the loop instructions, we build up and maintain a mapping
318 /// of simplified values specific to this iteration. The idea is to propagate
319 /// any special information we have about loads that can be replaced with
320 /// constants after complete unrolling, and account for likely simplifications
322 DenseMap<Value *, Constant *> &SimplifiedValues;
327 /// \brief Try to simplify instruction \param I using its SCEV expression.
329 /// The idea is that some AddRec expressions become constants, which then
330 /// could trigger folding of other instructions. However, that only happens
331 /// for expressions whose start value is also constant, which isn't always the
332 /// case. In another common and important case the start value is just some
333 /// address (i.e. SCEVUnknown) - in this case we compute the offset and save
334 /// it along with the base address instead.
335 bool simplifyInstWithSCEV(Instruction *I) {
336 if (!SE.isSCEVable(I->getType()))
339 const SCEV *S = SE.getSCEV(I);
340 if (auto *SC = dyn_cast<SCEVConstant>(S)) {
341 SimplifiedValues[I] = SC->getValue();
345 auto *AR = dyn_cast<SCEVAddRecExpr>(S);
349 const SCEV *ValueAtIteration = AR->evaluateAtIteration(IterationNumber, SE);
350 // Check if the AddRec expression becomes a constant.
351 if (auto *SC = dyn_cast<SCEVConstant>(ValueAtIteration)) {
352 SimplifiedValues[I] = SC->getValue();
356 // Check if the offset from the base address becomes a constant.
357 auto *Base = dyn_cast<SCEVUnknown>(SE.getPointerBase(S));
361 dyn_cast<SCEVConstant>(SE.getMinusSCEV(ValueAtIteration, Base));
364 SimplifiedAddress Address;
365 Address.Base = Base->getValue();
366 Address.Offset = Offset->getValue();
367 SimplifiedAddresses[I] = Address;
371 /// Base case for the instruction visitor.
372 bool visitInstruction(Instruction &I) {
373 return simplifyInstWithSCEV(&I);
376 /// Try to simplify binary operator I.
378 /// TODO: Probably it's worth to hoist the code for estimating the
379 /// simplifications effects to a separate class, since we have a very similar
380 /// code in InlineCost already.
381 bool visitBinaryOperator(BinaryOperator &I) {
382 Value *LHS = I.getOperand(0), *RHS = I.getOperand(1);
383 if (!isa<Constant>(LHS))
384 if (Constant *SimpleLHS = SimplifiedValues.lookup(LHS))
386 if (!isa<Constant>(RHS))
387 if (Constant *SimpleRHS = SimplifiedValues.lookup(RHS))
390 Value *SimpleV = nullptr;
391 const DataLayout &DL = I.getModule()->getDataLayout();
392 if (auto FI = dyn_cast<FPMathOperator>(&I))
394 SimplifyFPBinOp(I.getOpcode(), LHS, RHS, FI->getFastMathFlags(), DL);
396 SimpleV = SimplifyBinOp(I.getOpcode(), LHS, RHS, DL);
398 if (Constant *C = dyn_cast_or_null<Constant>(SimpleV))
399 SimplifiedValues[&I] = C;
403 return Base::visitBinaryOperator(I);
406 /// Try to fold load I.
407 bool visitLoad(LoadInst &I) {
408 Value *AddrOp = I.getPointerOperand();
410 auto AddressIt = SimplifiedAddresses.find(AddrOp);
411 if (AddressIt == SimplifiedAddresses.end())
413 ConstantInt *SimplifiedAddrOp = AddressIt->second.Offset;
415 auto *GV = dyn_cast<GlobalVariable>(AddressIt->second.Base);
416 // We're only interested in loads that can be completely folded to a
418 if (!GV || !GV->hasInitializer())
421 ConstantDataSequential *CDS =
422 dyn_cast<ConstantDataSequential>(GV->getInitializer());
426 int ElemSize = CDS->getElementType()->getPrimitiveSizeInBits() / 8U;
427 assert(SimplifiedAddrOp->getValue().getActiveBits() < 64 &&
428 "Unexpectedly large index value.");
429 int64_t Index = SimplifiedAddrOp->getSExtValue() / ElemSize;
430 if (Index >= CDS->getNumElements()) {
431 // FIXME: For now we conservatively ignore out of bound accesses, but
432 // we're allowed to perform the optimization in this case.
436 Constant *CV = CDS->getElementAsConstant(Index);
437 assert(CV && "Constant expected.");
438 SimplifiedValues[&I] = CV;
443 bool visitCastInst(CastInst &I) {
444 // Propagate constants through casts.
445 Constant *COp = dyn_cast<Constant>(I.getOperand(0));
447 COp = SimplifiedValues.lookup(I.getOperand(0));
450 ConstantExpr::getCast(I.getOpcode(), COp, I.getType())) {
451 SimplifiedValues[&I] = C;
455 return Base::visitCastInst(I);
458 bool visitCmpInst(CmpInst &I) {
459 Value *LHS = I.getOperand(0), *RHS = I.getOperand(1);
461 // First try to handle simplified comparisons.
462 if (!isa<Constant>(LHS))
463 if (Constant *SimpleLHS = SimplifiedValues.lookup(LHS))
465 if (!isa<Constant>(RHS))
466 if (Constant *SimpleRHS = SimplifiedValues.lookup(RHS))
469 if (!isa<Constant>(LHS) && !isa<Constant>(RHS)) {
470 auto SimplifiedLHS = SimplifiedAddresses.find(LHS);
471 if (SimplifiedLHS != SimplifiedAddresses.end()) {
472 auto SimplifiedRHS = SimplifiedAddresses.find(RHS);
473 if (SimplifiedRHS != SimplifiedAddresses.end()) {
474 SimplifiedAddress &LHSAddr = SimplifiedLHS->second;
475 SimplifiedAddress &RHSAddr = SimplifiedRHS->second;
476 if (LHSAddr.Base == RHSAddr.Base) {
477 LHS = LHSAddr.Offset;
478 RHS = RHSAddr.Offset;
484 if (Constant *CLHS = dyn_cast<Constant>(LHS)) {
485 if (Constant *CRHS = dyn_cast<Constant>(RHS)) {
486 if (Constant *C = ConstantExpr::getCompare(I.getPredicate(), CLHS, CRHS)) {
487 SimplifiedValues[&I] = C;
493 return Base::visitCmpInst(I);
500 struct EstimatedUnrollCost {
501 /// \brief The estimated cost after unrolling.
504 /// \brief The estimated dynamic cost of executing the instructions in the
506 int RolledDynamicCost;
510 /// \brief Figure out if the loop is worth full unrolling.
512 /// Complete loop unrolling can make some loads constant, and we need to know
513 /// if that would expose any further optimization opportunities. This routine
514 /// estimates this optimization. It computes cost of unrolled loop
515 /// (UnrolledCost) and dynamic cost of the original loop (RolledDynamicCost). By
516 /// dynamic cost we mean that we won't count costs of blocks that are known not
517 /// to be executed (i.e. if we have a branch in the loop and we know that at the
518 /// given iteration its condition would be resolved to true, we won't add up the
519 /// cost of the 'false'-block).
520 /// \returns Optional value, holding the RolledDynamicCost and UnrolledCost. If
521 /// the analysis failed (no benefits expected from the unrolling, or the loop is
522 /// too big to analyze), the returned value is None.
523 static Optional<EstimatedUnrollCost>
524 analyzeLoopUnrollCost(const Loop *L, unsigned TripCount, DominatorTree &DT,
525 ScalarEvolution &SE, const TargetTransformInfo &TTI,
526 int MaxUnrolledLoopSize) {
527 // We want to be able to scale offsets by the trip count and add more offsets
528 // to them without checking for overflows, and we already don't want to
529 // analyze *massive* trip counts, so we force the max to be reasonably small.
530 assert(UnrollMaxIterationsCountToAnalyze < (INT_MAX / 2) &&
531 "The unroll iterations max is too large!");
533 // Don't simulate loops with a big or unknown tripcount
534 if (!UnrollMaxIterationsCountToAnalyze || !TripCount ||
535 TripCount > UnrollMaxIterationsCountToAnalyze)
538 SmallSetVector<BasicBlock *, 16> BBWorklist;
539 DenseMap<Value *, Constant *> SimplifiedValues;
540 SmallVector<std::pair<Value *, Constant *>, 4> SimplifiedInputValues;
542 // The estimated cost of the unrolled form of the loop. We try to estimate
543 // this by simplifying as much as we can while computing the estimate.
544 int UnrolledCost = 0;
545 // We also track the estimated dynamic (that is, actually executed) cost in
546 // the rolled form. This helps identify cases when the savings from unrolling
547 // aren't just exposing dead control flows, but actual reduced dynamic
548 // instructions due to the simplifications which we expect to occur after
550 int RolledDynamicCost = 0;
552 // Ensure that we don't violate the loop structure invariants relied on by
554 assert(L->isLoopSimplifyForm() && "Must put loop into normal form first.");
555 assert(L->isLCSSAForm(DT) &&
556 "Must have loops in LCSSA form to track live-out values.");
558 DEBUG(dbgs() << "Starting LoopUnroll profitability analysis...\n");
560 // Simulate execution of each iteration of the loop counting instructions,
561 // which would be simplified.
562 // Since the same load will take different values on different iterations,
563 // we literally have to go through all loop's iterations.
564 for (unsigned Iteration = 0; Iteration < TripCount; ++Iteration) {
565 DEBUG(dbgs() << " Analyzing iteration " << Iteration << "\n");
567 // Prepare for the iteration by collecting any simplified entry or backedge
569 for (Instruction &I : *L->getHeader()) {
570 auto *PHI = dyn_cast<PHINode>(&I);
574 // The loop header PHI nodes must have exactly two input: one from the
575 // loop preheader and one from the loop latch.
577 PHI->getNumIncomingValues() == 2 &&
578 "Must have an incoming value only for the preheader and the latch.");
580 Value *V = PHI->getIncomingValueForBlock(
581 Iteration == 0 ? L->getLoopPreheader() : L->getLoopLatch());
582 Constant *C = dyn_cast<Constant>(V);
583 if (Iteration != 0 && !C)
584 C = SimplifiedValues.lookup(V);
586 SimplifiedInputValues.push_back({PHI, C});
589 // Now clear and re-populate the map for the next iteration.
590 SimplifiedValues.clear();
591 while (!SimplifiedInputValues.empty())
592 SimplifiedValues.insert(SimplifiedInputValues.pop_back_val());
594 UnrolledInstAnalyzer Analyzer(Iteration, SimplifiedValues, L, SE);
597 BBWorklist.insert(L->getHeader());
598 // Note that we *must not* cache the size, this loop grows the worklist.
599 for (unsigned Idx = 0; Idx != BBWorklist.size(); ++Idx) {
600 BasicBlock *BB = BBWorklist[Idx];
602 // Visit all instructions in the given basic block and try to simplify
603 // it. We don't change the actual IR, just count optimization
605 for (Instruction &I : *BB) {
606 int InstCost = TTI.getUserCost(&I);
608 // Visit the instruction to analyze its loop cost after unrolling,
609 // and if the visitor returns false, include this instruction in the
611 if (!Analyzer.visit(I))
612 UnrolledCost += InstCost;
614 DEBUG(dbgs() << " " << I
615 << " would be simplified if loop is unrolled.\n");
619 // Also track this instructions expected cost when executing the rolled
621 RolledDynamicCost += InstCost;
623 // If unrolled body turns out to be too big, bail out.
624 if (UnrolledCost > MaxUnrolledLoopSize) {
625 DEBUG(dbgs() << " Exceeded threshold.. exiting.\n"
626 << " UnrolledCost: " << UnrolledCost
627 << ", MaxUnrolledLoopSize: " << MaxUnrolledLoopSize
633 TerminatorInst *TI = BB->getTerminator();
635 // Add in the live successors by first checking whether we have terminator
636 // that may be simplified based on the values simplified by this call.
637 if (BranchInst *BI = dyn_cast<BranchInst>(TI)) {
638 if (BI->isConditional()) {
639 if (Constant *SimpleCond =
640 SimplifiedValues.lookup(BI->getCondition())) {
641 BasicBlock *Succ = nullptr;
642 // Just take the first successor if condition is undef
643 if (isa<UndefValue>(SimpleCond))
644 Succ = BI->getSuccessor(0);
646 Succ = BI->getSuccessor(
647 cast<ConstantInt>(SimpleCond)->isZero() ? 1 : 0);
648 if (L->contains(Succ))
649 BBWorklist.insert(Succ);
653 } else if (SwitchInst *SI = dyn_cast<SwitchInst>(TI)) {
654 if (Constant *SimpleCond =
655 SimplifiedValues.lookup(SI->getCondition())) {
656 BasicBlock *Succ = nullptr;
657 // Just take the first successor if condition is undef
658 if (isa<UndefValue>(SimpleCond))
659 Succ = SI->getSuccessor(0);
661 Succ = SI->findCaseValue(cast<ConstantInt>(SimpleCond))
663 if (L->contains(Succ))
664 BBWorklist.insert(Succ);
669 // Add BB's successors to the worklist.
670 for (BasicBlock *Succ : successors(BB))
671 if (L->contains(Succ))
672 BBWorklist.insert(Succ);
675 // If we found no optimization opportunities on the first iteration, we
676 // won't find them on later ones too.
677 if (UnrolledCost == RolledDynamicCost) {
678 DEBUG(dbgs() << " No opportunities found.. exiting.\n"
679 << " UnrolledCost: " << UnrolledCost << "\n");
683 DEBUG(dbgs() << "Analysis finished:\n"
684 << "UnrolledCost: " << UnrolledCost << ", "
685 << "RolledDynamicCost: " << RolledDynamicCost << "\n");
686 return {{UnrolledCost, RolledDynamicCost}};
689 /// ApproximateLoopSize - Approximate the size of the loop.
690 static unsigned ApproximateLoopSize(const Loop *L, unsigned &NumCalls,
691 bool &NotDuplicatable,
692 const TargetTransformInfo &TTI,
693 AssumptionCache *AC) {
694 SmallPtrSet<const Value *, 32> EphValues;
695 CodeMetrics::collectEphemeralValues(L, AC, EphValues);
698 for (Loop::block_iterator I = L->block_begin(), E = L->block_end();
700 Metrics.analyzeBasicBlock(*I, TTI, EphValues);
701 NumCalls = Metrics.NumInlineCandidates;
702 NotDuplicatable = Metrics.notDuplicatable;
704 unsigned LoopSize = Metrics.NumInsts;
706 // Don't allow an estimate of size zero. This would allows unrolling of loops
707 // with huge iteration counts, which is a compile time problem even if it's
708 // not a problem for code quality. Also, the code using this size may assume
709 // that each loop has at least three instructions (likely a conditional
710 // branch, a comparison feeding that branch, and some kind of loop increment
711 // feeding that comparison instruction).
712 LoopSize = std::max(LoopSize, 3u);
717 // Returns the loop hint metadata node with the given name (for example,
718 // "llvm.loop.unroll.count"). If no such metadata node exists, then nullptr is
720 static MDNode *GetUnrollMetadataForLoop(const Loop *L, StringRef Name) {
721 if (MDNode *LoopID = L->getLoopID())
722 return GetUnrollMetadata(LoopID, Name);
726 // Returns true if the loop has an unroll(full) pragma.
727 static bool HasUnrollFullPragma(const Loop *L) {
728 return GetUnrollMetadataForLoop(L, "llvm.loop.unroll.full");
731 // Returns true if the loop has an unroll(enable) pragma. This metadata is used
732 // for both "#pragma unroll" and "#pragma clang loop unroll(enable)" directives.
733 static bool HasUnrollEnablePragma(const Loop *L) {
734 return GetUnrollMetadataForLoop(L, "llvm.loop.unroll.enable");
737 // Returns true if the loop has an unroll(disable) pragma.
738 static bool HasUnrollDisablePragma(const Loop *L) {
739 return GetUnrollMetadataForLoop(L, "llvm.loop.unroll.disable");
742 // Returns true if the loop has an runtime unroll(disable) pragma.
743 static bool HasRuntimeUnrollDisablePragma(const Loop *L) {
744 return GetUnrollMetadataForLoop(L, "llvm.loop.unroll.runtime.disable");
747 // If loop has an unroll_count pragma return the (necessarily
748 // positive) value from the pragma. Otherwise return 0.
749 static unsigned UnrollCountPragmaValue(const Loop *L) {
750 MDNode *MD = GetUnrollMetadataForLoop(L, "llvm.loop.unroll.count");
752 assert(MD->getNumOperands() == 2 &&
753 "Unroll count hint metadata should have two operands.");
755 mdconst::extract<ConstantInt>(MD->getOperand(1))->getZExtValue();
756 assert(Count >= 1 && "Unroll count must be positive.");
762 // Remove existing unroll metadata and add unroll disable metadata to
763 // indicate the loop has already been unrolled. This prevents a loop
764 // from being unrolled more than is directed by a pragma if the loop
765 // unrolling pass is run more than once (which it generally is).
766 static void SetLoopAlreadyUnrolled(Loop *L) {
767 MDNode *LoopID = L->getLoopID();
770 // First remove any existing loop unrolling metadata.
771 SmallVector<Metadata *, 4> MDs;
772 // Reserve first location for self reference to the LoopID metadata node.
773 MDs.push_back(nullptr);
774 for (unsigned i = 1, ie = LoopID->getNumOperands(); i < ie; ++i) {
775 bool IsUnrollMetadata = false;
776 MDNode *MD = dyn_cast<MDNode>(LoopID->getOperand(i));
778 const MDString *S = dyn_cast<MDString>(MD->getOperand(0));
779 IsUnrollMetadata = S && S->getString().startswith("llvm.loop.unroll.");
781 if (!IsUnrollMetadata)
782 MDs.push_back(LoopID->getOperand(i));
785 // Add unroll(disable) metadata to disable future unrolling.
786 LLVMContext &Context = L->getHeader()->getContext();
787 SmallVector<Metadata *, 1> DisableOperands;
788 DisableOperands.push_back(MDString::get(Context, "llvm.loop.unroll.disable"));
789 MDNode *DisableNode = MDNode::get(Context, DisableOperands);
790 MDs.push_back(DisableNode);
792 MDNode *NewLoopID = MDNode::get(Context, MDs);
793 // Set operand 0 to refer to the loop id itself.
794 NewLoopID->replaceOperandWith(0, NewLoopID);
795 L->setLoopID(NewLoopID);
798 bool LoopUnroll::canUnrollCompletely(Loop *L, unsigned Threshold,
799 unsigned PercentDynamicCostSavedThreshold,
800 unsigned DynamicCostSavingsDiscount,
801 uint64_t UnrolledCost,
802 uint64_t RolledDynamicCost) {
804 if (Threshold == NoThreshold) {
805 DEBUG(dbgs() << " Can fully unroll, because no threshold is set.\n");
809 if (UnrolledCost <= Threshold) {
810 DEBUG(dbgs() << " Can fully unroll, because unrolled cost: "
811 << UnrolledCost << "<" << Threshold << "\n");
815 assert(UnrolledCost && "UnrolledCost can't be 0 at this point.");
816 assert(RolledDynamicCost >= UnrolledCost &&
817 "Cannot have a higher unrolled cost than a rolled cost!");
819 // Compute the percentage of the dynamic cost in the rolled form that is
820 // saved when unrolled. If unrolling dramatically reduces the estimated
821 // dynamic cost of the loop, we use a higher threshold to allow more
823 unsigned PercentDynamicCostSaved =
824 (uint64_t)(RolledDynamicCost - UnrolledCost) * 100ull / RolledDynamicCost;
826 if (PercentDynamicCostSaved >= PercentDynamicCostSavedThreshold &&
827 (int64_t)UnrolledCost - (int64_t)DynamicCostSavingsDiscount <=
828 (int64_t)Threshold) {
829 DEBUG(dbgs() << " Can fully unroll, because unrolling will reduce the "
830 "expected dynamic cost by " << PercentDynamicCostSaved
831 << "% (threshold: " << PercentDynamicCostSavedThreshold
833 << " and the unrolled cost (" << UnrolledCost
834 << ") is less than the max threshold ("
835 << DynamicCostSavingsDiscount << ").\n");
839 DEBUG(dbgs() << " Too large to fully unroll:\n");
840 DEBUG(dbgs() << " Threshold: " << Threshold << "\n");
841 DEBUG(dbgs() << " Max threshold: " << DynamicCostSavingsDiscount << "\n");
842 DEBUG(dbgs() << " Percent cost saved threshold: "
843 << PercentDynamicCostSavedThreshold << "%\n");
844 DEBUG(dbgs() << " Unrolled cost: " << UnrolledCost << "\n");
845 DEBUG(dbgs() << " Rolled dynamic cost: " << RolledDynamicCost << "\n");
846 DEBUG(dbgs() << " Percent cost saved: " << PercentDynamicCostSaved
851 unsigned LoopUnroll::selectUnrollCount(
852 const Loop *L, unsigned TripCount, bool PragmaFullUnroll,
853 unsigned PragmaCount, const TargetTransformInfo::UnrollingPreferences &UP,
854 bool &SetExplicitly) {
855 SetExplicitly = true;
857 // User-specified count (either as a command-line option or
858 // constructor parameter) has highest precedence.
859 unsigned Count = UserCount ? CurrentCount : 0;
861 // If there is no user-specified count, unroll pragmas have the next
862 // highest precedence.
866 } else if (PragmaFullUnroll) {
875 SetExplicitly = false;
877 // Runtime trip count.
878 Count = UnrollRuntimeCount;
880 // Conservative heuristic: if we know the trip count, see if we can
881 // completely unroll (subject to the threshold, checked below); otherwise
882 // try to find greatest modulo of the trip count which is still under
886 if (TripCount && Count > TripCount)
891 bool LoopUnroll::runOnLoop(Loop *L, LPPassManager &LPM) {
892 if (skipOptnoneFunction(L))
895 Function &F = *L->getHeader()->getParent();
897 auto &DT = getAnalysis<DominatorTreeWrapperPass>().getDomTree();
898 LoopInfo *LI = &getAnalysis<LoopInfoWrapperPass>().getLoopInfo();
899 ScalarEvolution *SE = &getAnalysis<ScalarEvolutionWrapperPass>().getSE();
900 const TargetTransformInfo &TTI =
901 getAnalysis<TargetTransformInfoWrapperPass>().getTTI(F);
902 auto &AC = getAnalysis<AssumptionCacheTracker>().getAssumptionCache(F);
904 BasicBlock *Header = L->getHeader();
905 DEBUG(dbgs() << "Loop Unroll: F[" << Header->getParent()->getName()
906 << "] Loop %" << Header->getName() << "\n");
908 if (HasUnrollDisablePragma(L)) {
911 bool PragmaFullUnroll = HasUnrollFullPragma(L);
912 bool PragmaEnableUnroll = HasUnrollEnablePragma(L);
913 unsigned PragmaCount = UnrollCountPragmaValue(L);
914 bool HasPragma = PragmaFullUnroll || PragmaEnableUnroll || PragmaCount > 0;
916 TargetTransformInfo::UnrollingPreferences UP;
917 getUnrollingPreferences(L, TTI, UP);
919 // Find trip count and trip multiple if count is not available
920 unsigned TripCount = 0;
921 unsigned TripMultiple = 1;
922 // If there are multiple exiting blocks but one of them is the latch, use the
923 // latch for the trip count estimation. Otherwise insist on a single exiting
924 // block for the trip count estimation.
925 BasicBlock *ExitingBlock = L->getLoopLatch();
926 if (!ExitingBlock || !L->isLoopExiting(ExitingBlock))
927 ExitingBlock = L->getExitingBlock();
929 TripCount = SE->getSmallConstantTripCount(L, ExitingBlock);
930 TripMultiple = SE->getSmallConstantTripMultiple(L, ExitingBlock);
933 // Select an initial unroll count. This may be reduced later based
934 // on size thresholds.
935 bool CountSetExplicitly;
936 unsigned Count = selectUnrollCount(L, TripCount, PragmaFullUnroll,
937 PragmaCount, UP, CountSetExplicitly);
939 unsigned NumInlineCandidates;
940 bool notDuplicatable;
942 ApproximateLoopSize(L, NumInlineCandidates, notDuplicatable, TTI, &AC);
943 DEBUG(dbgs() << " Loop Size = " << LoopSize << "\n");
945 // When computing the unrolled size, note that the conditional branch on the
946 // backedge and the comparison feeding it are not replicated like the rest of
947 // the loop body (which is why 2 is subtracted).
948 uint64_t UnrolledSize = (uint64_t)(LoopSize-2) * Count + 2;
949 if (notDuplicatable) {
950 DEBUG(dbgs() << " Not unrolling loop which contains non-duplicatable"
951 << " instructions.\n");
954 if (NumInlineCandidates != 0) {
955 DEBUG(dbgs() << " Not unrolling loop with inlinable calls.\n");
959 unsigned Threshold, PartialThreshold;
960 unsigned PercentDynamicCostSavedThreshold;
961 unsigned DynamicCostSavingsDiscount;
962 // Only use the high pragma threshold when we have a target unroll factor such
963 // as with "#pragma unroll N" or a pragma indicating full unrolling and the
964 // trip count is known. Otherwise we rely on the standard threshold to
965 // heuristically select a reasonable unroll count.
966 bool UsePragmaThreshold =
968 ((PragmaFullUnroll || PragmaEnableUnroll) && TripCount != 0);
970 selectThresholds(L, UsePragmaThreshold, UP, Threshold, PartialThreshold,
971 PercentDynamicCostSavedThreshold,
972 DynamicCostSavingsDiscount);
974 // Given Count, TripCount and thresholds determine the type of
975 // unrolling which is to be performed.
976 enum { Full = 0, Partial = 1, Runtime = 2 };
978 if (TripCount && Count == TripCount) {
980 // If the loop is really small, we don't need to run an expensive analysis.
981 if (canUnrollCompletely(L, Threshold, 100, DynamicCostSavingsDiscount,
982 UnrolledSize, UnrolledSize)) {
985 // The loop isn't that small, but we still can fully unroll it if that
986 // helps to remove a significant number of instructions.
987 // To check that, run additional analysis on the loop.
988 if (Optional<EstimatedUnrollCost> Cost =
989 analyzeLoopUnrollCost(L, TripCount, DT, *SE, TTI,
990 Threshold + DynamicCostSavingsDiscount))
991 if (canUnrollCompletely(L, Threshold, PercentDynamicCostSavedThreshold,
992 DynamicCostSavingsDiscount, Cost->UnrolledCost,
993 Cost->RolledDynamicCost)) {
997 } else if (TripCount && Count < TripCount) {
1000 Unrolling = Runtime;
1003 // Reduce count based on the type of unrolling and the threshold values.
1004 unsigned OriginalCount = Count;
1005 bool AllowRuntime = PragmaEnableUnroll || (PragmaCount > 0) ||
1006 (UserRuntime ? CurrentRuntime : UP.Runtime);
1007 // Don't unroll a runtime trip count loop with unroll full pragma.
1008 if (HasRuntimeUnrollDisablePragma(L) || PragmaFullUnroll) {
1009 AllowRuntime = false;
1011 if (Unrolling == Partial) {
1012 bool AllowPartial = PragmaEnableUnroll ||
1013 (UserAllowPartial ? CurrentAllowPartial : UP.Partial);
1014 if (!AllowPartial && !CountSetExplicitly) {
1015 DEBUG(dbgs() << " will not try to unroll partially because "
1016 << "-unroll-allow-partial not given\n");
1019 if (PartialThreshold != NoThreshold && UnrolledSize > PartialThreshold) {
1020 // Reduce unroll count to be modulo of TripCount for partial unrolling.
1021 Count = (std::max(PartialThreshold, 3u)-2) / (LoopSize-2);
1022 while (Count != 0 && TripCount % Count != 0)
1025 } else if (Unrolling == Runtime) {
1026 if (!AllowRuntime && !CountSetExplicitly) {
1027 DEBUG(dbgs() << " will not try to unroll loop with runtime trip count "
1028 << "-unroll-runtime not given\n");
1031 // Reduce unroll count to be the largest power-of-two factor of
1032 // the original count which satisfies the threshold limit.
1033 while (Count != 0 && UnrolledSize > PartialThreshold) {
1035 UnrolledSize = (LoopSize-2) * Count + 2;
1037 if (Count > UP.MaxCount)
1038 Count = UP.MaxCount;
1039 DEBUG(dbgs() << " partially unrolling with count: " << Count << "\n");
1043 if (PragmaCount != 0)
1044 // If loop has an unroll count pragma mark loop as unrolled to prevent
1045 // unrolling beyond that requested by the pragma.
1046 SetLoopAlreadyUnrolled(L);
1048 // Emit optimization remarks if we are unable to unroll the loop
1049 // as directed by a pragma.
1050 DebugLoc LoopLoc = L->getStartLoc();
1051 Function *F = Header->getParent();
1052 LLVMContext &Ctx = F->getContext();
1053 if ((PragmaCount > 0) && Count != OriginalCount) {
1054 emitOptimizationRemarkMissed(
1055 Ctx, DEBUG_TYPE, *F, LoopLoc,
1056 "Unable to unroll loop the number of times directed by "
1057 "unroll_count pragma because unrolled size is too large.");
1058 } else if (PragmaFullUnroll && !TripCount) {
1059 emitOptimizationRemarkMissed(
1060 Ctx, DEBUG_TYPE, *F, LoopLoc,
1061 "Unable to fully unroll loop as directed by unroll(full) pragma "
1062 "because loop has a runtime trip count.");
1063 } else if (PragmaEnableUnroll && Count != TripCount && Count < 2) {
1064 emitOptimizationRemarkMissed(
1065 Ctx, DEBUG_TYPE, *F, LoopLoc,
1066 "Unable to unroll loop as directed by unroll(enable) pragma because "
1067 "unrolled size is too large.");
1068 } else if ((PragmaFullUnroll || PragmaEnableUnroll) && TripCount &&
1069 Count != TripCount) {
1070 emitOptimizationRemarkMissed(
1071 Ctx, DEBUG_TYPE, *F, LoopLoc,
1072 "Unable to fully unroll loop as directed by unroll pragma because "
1073 "unrolled size is too large.");
1077 if (Unrolling != Full && Count < 2) {
1078 // Partial unrolling by 1 is a nop. For full unrolling, a factor
1079 // of 1 makes sense because loop control can be eliminated.
1084 if (!UnrollLoop(L, Count, TripCount, AllowRuntime, UP.AllowExpensiveTripCount,
1085 TripMultiple, LI, this, &LPM, &AC))