1 //===- ForwardOpTree.h ------------------------------------------*- C++ -*-===//
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 // Move instructions between statements.
12 //===----------------------------------------------------------------------===//
14 #include "polly/ForwardOpTree.h"
15 #include "polly/Options.h"
16 #include "polly/ScopBuilder.h"
17 #include "polly/ScopInfo.h"
18 #include "polly/ScopPass.h"
19 #include "polly/Support/GICHelper.h"
20 #include "polly/Support/ISLOStream.h"
21 #include "polly/Support/ISLTools.h"
22 #include "polly/Support/VirtualInstruction.h"
23 #include "polly/ZoneAlgo.h"
24 #include "llvm/ADT/STLExtras.h"
25 #include "llvm/ADT/SmallVector.h"
26 #include "llvm/ADT/Statistic.h"
27 #include "llvm/Analysis/LoopInfo.h"
28 #include "llvm/Analysis/ValueTracking.h"
29 #include "llvm/IR/Instruction.h"
30 #include "llvm/IR/Instructions.h"
31 #include "llvm/IR/Value.h"
32 #include "llvm/Pass.h"
33 #include "llvm/Support/Casting.h"
34 #include "llvm/Support/CommandLine.h"
35 #include "llvm/Support/Compiler.h"
36 #include "llvm/Support/Debug.h"
37 #include "llvm/Support/ErrorHandling.h"
38 #include "llvm/Support/raw_ostream.h"
40 #include "isl/isl-noexceptions.h"
44 #define DEBUG_TYPE "polly-optree"
47 using namespace polly
;
50 AnalyzeKnown("polly-optree-analyze-known",
51 cl::desc("Analyze array contents for load forwarding"),
52 cl::cat(PollyCategory
), cl::init(true), cl::Hidden
);
55 NormalizePHIs("polly-optree-normalize-phi",
56 cl::desc("Replace PHIs by their incoming values"),
57 cl::cat(PollyCategory
), cl::init(false), cl::Hidden
);
59 static cl::opt
<unsigned>
60 MaxOps("polly-optree-max-ops",
61 cl::desc("Maximum number of ISL operations to invest for known "
62 "analysis; 0=no limit"),
63 cl::init(1000000), cl::cat(PollyCategory
), cl::Hidden
);
65 STATISTIC(KnownAnalyzed
, "Number of successfully analyzed SCoPs");
66 STATISTIC(KnownOutOfQuota
,
67 "Analyses aborted because max_operations was reached");
69 STATISTIC(TotalInstructionsCopied
, "Number of copied instructions");
70 STATISTIC(TotalKnownLoadsForwarded
,
71 "Number of forwarded loads because their value was known");
72 STATISTIC(TotalReloads
, "Number of reloaded values");
73 STATISTIC(TotalReadOnlyCopied
, "Number of copied read-only accesses");
74 STATISTIC(TotalForwardedTrees
, "Number of forwarded operand trees");
75 STATISTIC(TotalModifiedStmts
,
76 "Number of statements with at least one forwarded tree");
78 STATISTIC(ScopsModified
, "Number of SCoPs with at least one forwarded tree");
80 STATISTIC(NumValueWrites
, "Number of scalar value writes after OpTree");
81 STATISTIC(NumValueWritesInLoops
,
82 "Number of scalar value writes nested in affine loops after OpTree");
83 STATISTIC(NumPHIWrites
, "Number of scalar phi writes after OpTree");
84 STATISTIC(NumPHIWritesInLoops
,
85 "Number of scalar phi writes nested in affine loops after OpTree");
86 STATISTIC(NumSingletonWrites
, "Number of singleton writes after OpTree");
87 STATISTIC(NumSingletonWritesInLoops
,
88 "Number of singleton writes nested in affine loops after OpTree");
92 /// The state of whether an operand tree was/can be forwarded.
94 /// The items apply to an instructions and its operand tree with the instruction
95 /// as the root element. If the value in question is not an instruction in the
96 /// SCoP, it can be a leaf of an instruction's operand tree.
97 enum ForwardingDecision
{
98 /// The root instruction or value cannot be forwarded at all.
101 /// The root instruction or value can be forwarded as a leaf of a larger
103 /// It does not make sense to move the value itself, it would just replace it
104 /// by a use of itself. For instance, a constant "5" used in a statement can
105 /// be forwarded, but it would just replace it by the same constant "5".
106 /// However, it makes sense to move as an operand of
110 /// where "5" is moved as part of a larger operand tree. "5" would be placed
111 /// (disregarding for a moment that literal constants don't have a location
112 /// and can be used anywhere) into the same statement as %add would.
115 /// The root instruction can be forwarded and doing so avoids a scalar
118 /// This can be either because the operand tree can be moved to the target
119 /// statement, or a memory access is redirected to read from a different
121 FD_CanForwardProfitably
,
123 /// Used to indicate that a forwarding has be carried out successfully, and
124 /// the forwarded memory access can be deleted.
127 /// Used to indicate that a forwarding has be carried out successfully, and
128 /// the forwarded memory access is being reused.
131 /// A forwarding method cannot be applied to the operand tree.
132 /// The difference to FD_CannotForward is that there might be other methods
133 /// that can handle it.
134 /// The conditions that make an operand tree applicable must be checked even
135 /// with DoIt==true because a method following the one that returned
136 /// FD_NotApplicable might have returned FD_CanForwardTree.
140 /// Implementation of operand tree forwarding for a specific SCoP.
142 /// For a statement that requires a scalar value (through a value read
143 /// MemoryAccess), see if its operand can be moved into the statement. If so,
144 /// the MemoryAccess is removed and the all the operand tree instructions are
145 /// moved into the statement. All original instructions are left in the source
146 /// statements. The simplification pass can clean these up.
147 class ForwardOpTreeImpl
: ZoneAlgorithm
{
149 /// Scope guard to limit the number of isl operations for this pass.
150 IslMaxOperationsGuard
&MaxOpGuard
;
152 /// How many instructions have been copied to other statements.
153 int NumInstructionsCopied
= 0;
155 /// Number of loads forwarded because their value was known.
156 int NumKnownLoadsForwarded
= 0;
158 /// Number of values reloaded from known array elements.
161 /// How many read-only accesses have been copied.
162 int NumReadOnlyCopied
= 0;
164 /// How many operand trees have been forwarded.
165 int NumForwardedTrees
= 0;
167 /// Number of statements with at least one forwarded operand tree.
168 int NumModifiedStmts
= 0;
170 /// Whether we carried out at least one change to the SCoP.
171 bool Modified
= false;
173 /// Contains the zones where array elements are known to contain a specific
175 /// { [Element[] -> Zone[]] -> ValInst[] }
176 /// @see computeKnown()
177 isl::union_map Known
;
179 /// Translator for newly introduced ValInsts to already existing ValInsts such
180 /// that new introduced load instructions can reuse the Known analysis of its
181 /// original load. { ValInst[] -> ValInst[] }
182 isl::union_map Translator
;
184 /// Get list of array elements that do contain the same ValInst[] at Domain[].
186 /// @param ValInst { Domain[] -> ValInst[] }
187 /// The values for which we search for alternative locations,
188 /// per statement instance.
190 /// @return { Domain[] -> Element[] }
191 /// For each statement instance, the array elements that contain the
193 isl::union_map
findSameContentElements(isl::union_map ValInst
) {
194 assert(!ValInst
.is_single_valued().is_false());
197 isl::union_set Domain
= ValInst
.domain();
199 // { Domain[] -> Scatter[] }
200 isl::union_map Schedule
= getScatterFor(Domain
);
202 // { Element[] -> [Scatter[] -> ValInst[]] }
203 isl::union_map MustKnownCurried
=
204 convertZoneToTimepoints(Known
, isl::dim::in
, false, true).curry();
206 // { [Domain[] -> ValInst[]] -> Scatter[] }
207 isl::union_map DomValSched
= ValInst
.domain_map().apply_range(Schedule
);
209 // { [Scatter[] -> ValInst[]] -> [Domain[] -> ValInst[]] }
210 isl::union_map SchedValDomVal
=
211 DomValSched
.range_product(ValInst
.range_map()).reverse();
213 // { Element[] -> [Domain[] -> ValInst[]] }
214 isl::union_map MustKnownInst
= MustKnownCurried
.apply_range(SchedValDomVal
);
216 // { Domain[] -> Element[] }
217 isl::union_map MustKnownMap
=
218 MustKnownInst
.uncurry().domain().unwrap().reverse();
219 simplify(MustKnownMap
);
224 /// Find a single array element for each statement instance, within a single
227 /// @param MustKnown { Domain[] -> Element[] }
228 /// Set of candidate array elements.
229 /// @param Domain { Domain[] }
230 /// The statement instance for which we need elements for.
232 /// @return { Domain[] -> Element[] }
233 /// For each statement instance, an array element out of @p MustKnown.
234 /// All array elements must be in the same array (Polly does not yet
235 /// support reading from different accesses using the same
236 /// MemoryAccess). If no mapping for all of @p Domain exists, returns
238 isl::map
singleLocation(isl::union_map MustKnown
, isl::set Domain
) {
239 // { Domain[] -> Element[] }
242 // MemoryAccesses can read only elements from a single array
243 // (i.e. not: { Dom[0] -> A[0]; Dom[1] -> B[1] }).
244 // Look through all spaces until we find one that contains at least the
245 // wanted statement instance.s
246 MustKnown
.foreach_map([&](isl::map Map
) -> isl::stat
{
247 // Get the array this is accessing.
248 isl::id ArrayId
= Map
.get_tuple_id(isl::dim::out
);
249 ScopArrayInfo
*SAI
= static_cast<ScopArrayInfo
*>(ArrayId
.get_user());
251 // No support for generation of indirect array accesses.
252 if (SAI
->getBasePtrOriginSAI())
253 return isl::stat::ok
; // continue
255 // Determine whether this map contains all wanted values.
256 isl::set MapDom
= Map
.domain();
257 if (!Domain
.is_subset(MapDom
).is_true())
258 return isl::stat::ok
; // continue
260 // There might be multiple array elements that contain the same value, but
261 // choose only one of them. lexmin is used because it returns a one-value
262 // mapping, we do not care about which one.
263 // TODO: Get the simplest access function.
264 Result
= Map
.lexmin();
265 return isl::stat::error
; // break
272 ForwardOpTreeImpl(Scop
*S
, LoopInfo
*LI
, IslMaxOperationsGuard
&MaxOpGuard
)
273 : ZoneAlgorithm("polly-optree", S
, LI
), MaxOpGuard(MaxOpGuard
) {}
275 /// Compute the zones of known array element contents.
277 /// @return True if the computed #Known is usable.
278 bool computeKnownValues() {
279 isl::union_map MustKnown
, KnownFromLoad
, KnownFromInit
;
281 // Check that nothing strange occurs.
282 collectCompatibleElts();
285 IslQuotaScope QuotaScope
= MaxOpGuard
.enter();
289 computeNormalizedPHIs();
290 Known
= computeKnown(true, true);
292 // Preexisting ValInsts use the known content analysis of themselves.
293 Translator
= makeIdentityMap(Known
.range(), false);
296 if (!Known
|| !Translator
|| !NormalizeMap
) {
297 assert(isl_ctx_last_error(IslCtx
.get()) == isl_error_quota
);
299 Translator
= nullptr;
300 NormalizeMap
= nullptr;
301 LLVM_DEBUG(dbgs() << "Known analysis exceeded max_operations\n");
306 LLVM_DEBUG(dbgs() << "All known: " << Known
<< "\n");
311 void printStatistics(raw_ostream
&OS
, int Indent
= 0) {
312 OS
.indent(Indent
) << "Statistics {\n";
313 OS
.indent(Indent
+ 4) << "Instructions copied: " << NumInstructionsCopied
315 OS
.indent(Indent
+ 4) << "Known loads forwarded: " << NumKnownLoadsForwarded
317 OS
.indent(Indent
+ 4) << "Reloads: " << NumReloads
<< '\n';
318 OS
.indent(Indent
+ 4) << "Read-only accesses copied: " << NumReadOnlyCopied
320 OS
.indent(Indent
+ 4) << "Operand trees forwarded: " << NumForwardedTrees
322 OS
.indent(Indent
+ 4) << "Statements with forwarded operand trees: "
323 << NumModifiedStmts
<< '\n';
324 OS
.indent(Indent
) << "}\n";
327 void printStatements(raw_ostream
&OS
, int Indent
= 0) const {
328 OS
.indent(Indent
) << "After statements {\n";
329 for (auto &Stmt
: *S
) {
330 OS
.indent(Indent
+ 4) << Stmt
.getBaseName() << "\n";
331 for (auto *MA
: Stmt
)
334 OS
.indent(Indent
+ 12);
335 Stmt
.printInstructions(OS
);
337 OS
.indent(Indent
) << "}\n";
340 /// Create a new MemoryAccess of type read and MemoryKind::Array.
342 /// @param Stmt The statement in which the access occurs.
343 /// @param LI The instruction that does the access.
344 /// @param AccessRelation The array element that each statement instance
347 /// @param The newly created access.
348 MemoryAccess
*makeReadArrayAccess(ScopStmt
*Stmt
, LoadInst
*LI
,
349 isl::map AccessRelation
) {
350 isl::id ArrayId
= AccessRelation
.get_tuple_id(isl::dim::out
);
351 ScopArrayInfo
*SAI
= reinterpret_cast<ScopArrayInfo
*>(ArrayId
.get_user());
353 // Create a dummy SCEV access, to be replaced anyway.
354 SmallVector
<const SCEV
*, 4> Sizes
;
355 Sizes
.reserve(SAI
->getNumberOfDimensions());
356 SmallVector
<const SCEV
*, 4> Subscripts
;
357 Subscripts
.reserve(SAI
->getNumberOfDimensions());
358 for (unsigned i
= 0; i
< SAI
->getNumberOfDimensions(); i
+= 1) {
359 Sizes
.push_back(SAI
->getDimensionSize(i
));
360 Subscripts
.push_back(nullptr);
363 MemoryAccess
*Access
=
364 new MemoryAccess(Stmt
, LI
, MemoryAccess::READ
, SAI
->getBasePtr(),
365 LI
->getType(), true, {}, Sizes
, LI
, MemoryKind::Array
);
366 S
->addAccessFunction(Access
);
367 Stmt
->addAccess(Access
, true);
369 Access
->setNewAccessRelation(AccessRelation
);
374 /// Forward a load by reading from an array element that contains the same
375 /// value. Typically the location it was loaded from.
377 /// @param TargetStmt The statement the operand tree will be copied to.
378 /// @param Inst The (possibly speculatable) instruction to forward.
379 /// @param UseStmt The statement that uses @p Inst.
380 /// @param UseLoop The loop @p Inst is used in.
381 /// @param DefStmt The statement @p Inst is defined in.
382 /// @param DefLoop The loop which contains @p Inst.
383 /// @param DoIt If false, only determine whether an operand tree can be
384 /// forwarded. If true, carry out the forwarding. Do not
385 /// use DoIt==true if an operand tree is not known to be
388 /// @return FD_NotApplicable if @p Inst cannot be forwarded by creating a new
390 /// FD_CannotForward if the pointer operand cannot be forwarded.
391 /// FD_CanForwardProfitably if @p Inst is forwardable.
392 /// FD_DidForwardTree if @p DoIt was true.
393 ForwardingDecision
forwardKnownLoad(ScopStmt
*TargetStmt
, Instruction
*Inst
,
394 ScopStmt
*UseStmt
, Loop
*UseLoop
,
395 ScopStmt
*DefStmt
, Loop
*DefLoop
,
397 // Cannot do anything without successful known analysis.
398 if (Known
.is_null() || Translator
.is_null() ||
399 MaxOpGuard
.hasQuotaExceeded())
400 return FD_NotApplicable
;
402 LoadInst
*LI
= dyn_cast
<LoadInst
>(Inst
);
404 return FD_NotApplicable
;
406 // If the load is already in the statement, no forwarding is necessary.
407 // However, it might happen that the LoadInst is already present in the
408 // statement's instruction list. In that case we do as follows:
409 // - For the evaluation (DoIt==false), we can trivially forward it as it is
410 // benefit of forwarding an already present instruction.
411 // - For the execution (DoIt==true), prepend the instruction (to make it
412 // available to all instructions following in the instruction list), but
413 // do not add another MemoryAccess.
414 MemoryAccess
*Access
= TargetStmt
->getArrayAccessOrNULLFor(LI
);
416 return FD_CanForwardProfitably
;
418 ForwardingDecision OpDecision
= forwardTree(
419 TargetStmt
, LI
->getPointerOperand(), DefStmt
, DefLoop
, DoIt
);
420 switch (OpDecision
) {
421 case FD_CannotForward
:
425 case FD_CanForwardLeaf
:
426 case FD_CanForwardProfitably
:
430 case FD_DidForwardLeaf
:
431 case FD_DidForwardTree
:
436 llvm_unreachable("Shouldn't return this");
439 IslQuotaScope QuotaScope
= MaxOpGuard
.enter(!DoIt
);
441 // { DomainDef[] -> ValInst[] }
442 isl::map ExpectedVal
= makeValInst(Inst
, UseStmt
, UseLoop
);
443 assert(!isNormalized(ExpectedVal
).is_false() &&
444 "LoadInsts are always normalized");
446 // { DomainUse[] -> DomainTarget[] }
447 isl::map UseToTarget
= getDefToTarget(UseStmt
, TargetStmt
);
449 // { DomainTarget[] -> ValInst[] }
450 isl::map TargetExpectedVal
= ExpectedVal
.apply_domain(UseToTarget
);
451 isl::union_map TranslatedExpectedVal
=
452 isl::union_map(TargetExpectedVal
).apply_range(Translator
);
454 // { DomainTarget[] -> Element[] }
455 isl::union_map Candidates
= findSameContentElements(TranslatedExpectedVal
);
457 isl::map SameVal
= singleLocation(Candidates
, getDomainFor(TargetStmt
));
459 return FD_NotApplicable
;
462 TargetStmt
->prependInstruction(LI
);
465 return FD_CanForwardProfitably
;
469 dbgs() << " forwarded known load with preexisting MemoryAccess"
472 Access
= makeReadArrayAccess(TargetStmt
, LI
, SameVal
);
473 LLVM_DEBUG(dbgs() << " forwarded known load with new MemoryAccess"
477 isl::space ValInstSpace
= ExpectedVal
.get_space().range();
479 // After adding a new load to the SCoP, also update the Known content
480 // about it. The new load will have a known ValInst of
481 // { [DomainTarget[] -> Value[]] }
482 // but which -- because it is a copy of it -- has same value as the
483 // { [DomainDef[] -> Value[]] }
484 // that it replicates. Instead of cloning the known content of
485 // [DomainDef[] -> Value[]]
486 // for DomainTarget[], we add a 'translator' that maps
487 // [DomainTarget[] -> Value[]] to [DomainDef[] -> Value[]]
488 // before comparing to the known content.
489 // TODO: 'Translator' could also be used to map PHINodes to their incoming
491 if (ValInstSpace
.is_wrapping()) {
492 // { DefDomain[] -> Value[] }
493 isl::map ValInsts
= ExpectedVal
.range().unwrap();
496 isl::set DefDomain
= ValInsts
.domain();
499 isl::space ValSpace
= ValInstSpace
.unwrap().range();
501 // { Value[] -> Value[] }
503 isl::map::identity(ValSpace
.map_from_domain_and_range(ValSpace
));
505 // { DomainDef[] -> DomainTarget[] }
506 isl::map DefToTarget
= getDefToTarget(DefStmt
, TargetStmt
);
508 // { [TargetDomain[] -> Value[]] -> [DefDomain[] -> Value] }
509 isl::map LocalTranslator
= DefToTarget
.reverse().product(ValToVal
);
511 Translator
= Translator
.add_map(LocalTranslator
);
512 LLVM_DEBUG(dbgs() << " local translator is " << LocalTranslator
516 LLVM_DEBUG(dbgs() << " expected values where " << TargetExpectedVal
518 LLVM_DEBUG(dbgs() << " candidate elements where " << Candidates
522 NumKnownLoadsForwarded
++;
523 TotalKnownLoadsForwarded
++;
524 return FD_DidForwardTree
;
527 /// Forward a scalar by redirecting the access to an array element that stores
530 /// @param TargetStmt The statement the operand tree will be copied to.
531 /// @param Inst The scalar to forward.
532 /// @param UseStmt The statement that uses @p Inst.
533 /// @param UseLoop The loop @p Inst is used in.
534 /// @param DefStmt The statement @p Inst is defined in.
535 /// @param DefLoop The loop which contains @p Inst.
536 /// @param DoIt If false, only determine whether an operand tree can be
537 /// forwarded. If true, carry out the forwarding. Do not
538 /// use DoIt==true if an operand tree is not known to be
541 /// @return FD_NotApplicable if @p Inst cannot be reloaded.
542 /// FD_CanForwardLeaf if @p Inst can be reloaded.
543 /// FD_CanForwardProfitably if @p Inst has been reloaded.
544 /// FD_DidForwardLeaf if @p DoIt was true.
545 ForwardingDecision
reloadKnownContent(ScopStmt
*TargetStmt
, Instruction
*Inst
,
546 ScopStmt
*UseStmt
, Loop
*UseLoop
,
547 ScopStmt
*DefStmt
, Loop
*DefLoop
,
549 // Cannot do anything without successful known analysis.
550 if (Known
.is_null() || Translator
.is_null() ||
551 MaxOpGuard
.hasQuotaExceeded())
552 return FD_NotApplicable
;
554 MemoryAccess
*Access
= TargetStmt
->lookupInputAccessOf(Inst
);
555 if (Access
&& Access
->isLatestArrayKind()) {
557 return FD_DidForwardLeaf
;
558 return FD_CanForwardLeaf
;
561 // Don't spend too much time analyzing whether it can be reloaded. When
562 // carrying-out the forwarding, we cannot bail-out in the middle of the
563 // transformation. It also shouldn't take as long because some results are
565 IslQuotaScope QuotaScope
= MaxOpGuard
.enter(!DoIt
);
567 // { DomainDef[] -> ValInst[] }
568 isl::union_map ExpectedVal
= makeNormalizedValInst(Inst
, UseStmt
, UseLoop
);
570 // { DomainUse[] -> DomainTarget[] }
571 isl::map UseToTarget
= getDefToTarget(UseStmt
, TargetStmt
);
573 // { DomainTarget[] -> ValInst[] }
574 isl::union_map TargetExpectedVal
= ExpectedVal
.apply_domain(UseToTarget
);
575 isl::union_map TranslatedExpectedVal
=
576 TargetExpectedVal
.apply_range(Translator
);
578 // { DomainTarget[] -> Element[] }
579 isl::union_map Candidates
= findSameContentElements(TranslatedExpectedVal
);
581 isl::map SameVal
= singleLocation(Candidates
, getDomainFor(TargetStmt
));
583 return FD_NotApplicable
;
586 return FD_CanForwardProfitably
;
589 Access
= TargetStmt
->ensureValueRead(Inst
);
592 Access
->setNewAccessRelation(SameVal
);
596 return FD_DidForwardLeaf
;
599 /// Forwards a speculatively executable instruction.
601 /// @param TargetStmt The statement the operand tree will be copied to.
602 /// @param UseInst The (possibly speculatable) instruction to forward.
603 /// @param DefStmt The statement @p UseInst is defined in.
604 /// @param DefLoop The loop which contains @p UseInst.
605 /// @param DoIt If false, only determine whether an operand tree can be
606 /// forwarded. If true, carry out the forwarding. Do not
607 /// use DoIt==true if an operand tree is not known to be
610 /// @return FD_NotApplicable if @p UseInst is not speculatable.
611 /// FD_CannotForward if one of @p UseInst's operands is not
613 /// FD_CanForwardTree if @p UseInst is forwardable.
614 /// FD_DidForward if @p DoIt was true.
615 ForwardingDecision
forwardSpeculatable(ScopStmt
*TargetStmt
,
616 Instruction
*UseInst
,
617 ScopStmt
*DefStmt
, Loop
*DefLoop
,
619 // PHIs, unless synthesizable, are not yet supported.
620 if (isa
<PHINode
>(UseInst
))
621 return FD_NotApplicable
;
623 // Compatible instructions must satisfy the following conditions:
624 // 1. Idempotent (instruction will be copied, not moved; although its
625 // original instance might be removed by simplification)
626 // 2. Not access memory (There might be memory writes between)
627 // 3. Not cause undefined behaviour (we might copy to a location when the
628 // original instruction was no executed; this is currently not possible
629 // because we do not forward PHINodes)
630 // 4. Not leak memory if executed multiple times (i.e. malloc)
632 // Instruction::mayHaveSideEffects is not sufficient because it considers
633 // malloc to not have side-effects. llvm::isSafeToSpeculativelyExecute is
634 // not sufficient because it allows memory accesses.
635 if (mayBeMemoryDependent(*UseInst
))
636 return FD_NotApplicable
;
639 // To ensure the right order, prepend this instruction before its
640 // operands. This ensures that its operands are inserted before the
641 // instruction using them.
642 // TODO: The operand tree is not really a tree, but a DAG. We should be
643 // able to handle DAGs without duplication.
644 TargetStmt
->prependInstruction(UseInst
);
645 NumInstructionsCopied
++;
646 TotalInstructionsCopied
++;
649 for (Value
*OpVal
: UseInst
->operand_values()) {
650 ForwardingDecision OpDecision
=
651 forwardTree(TargetStmt
, OpVal
, DefStmt
, DefLoop
, DoIt
);
652 switch (OpDecision
) {
653 case FD_CannotForward
:
655 return FD_CannotForward
;
657 case FD_CanForwardLeaf
:
658 case FD_CanForwardProfitably
:
662 case FD_DidForwardLeaf
:
663 case FD_DidForwardTree
:
667 case FD_NotApplicable
:
668 llvm_unreachable("forwardTree should never return FD_NotApplicable");
673 return FD_DidForwardTree
;
674 return FD_CanForwardProfitably
;
677 /// Determines whether an operand tree can be forwarded or carries out a
678 /// forwarding, depending on the @p DoIt flag.
680 /// @param TargetStmt The statement the operand tree will be copied to.
681 /// @param UseVal The value (usually an instruction) which is root of an
683 /// @param UseStmt The statement that uses @p UseVal.
684 /// @param UseLoop The loop @p UseVal is used in.
685 /// @param DoIt If false, only determine whether an operand tree can be
686 /// forwarded. If true, carry out the forwarding. Do not
687 /// use DoIt==true if an operand tree is not known to be
690 /// @return If DoIt==false, return whether the operand tree can be forwarded.
691 /// If DoIt==true, return FD_DidForward.
692 ForwardingDecision
forwardTree(ScopStmt
*TargetStmt
, Value
*UseVal
,
693 ScopStmt
*UseStmt
, Loop
*UseLoop
, bool DoIt
) {
694 ScopStmt
*DefStmt
= nullptr;
695 Loop
*DefLoop
= nullptr;
697 // { DefDomain[] -> TargetDomain[] }
698 isl::map DefToTarget
;
700 VirtualUse VUse
= VirtualUse::create(UseStmt
, UseLoop
, UseVal
, true);
701 switch (VUse
.getKind()) {
702 case VirtualUse::Constant
:
703 case VirtualUse::Block
:
704 case VirtualUse::Hoisted
:
705 // These can be used anywhere without special considerations.
707 return FD_DidForwardTree
;
708 return FD_CanForwardLeaf
;
710 case VirtualUse::Synthesizable
: {
711 // ScopExpander will take care for of generating the code at the new
714 return FD_DidForwardTree
;
716 // Check if the value is synthesizable at the new location as well. This
717 // might be possible when leaving a loop for which ScalarEvolution is
718 // unable to derive the exit value for.
719 // TODO: If there is a LCSSA PHI at the loop exit, use that one.
720 // If the SCEV contains a SCEVAddRecExpr, we currently depend on that we
721 // do not forward past its loop header. This would require us to use a
722 // previous loop induction variable instead the current one. We currently
723 // do not allow forwarding PHI nodes, thus this should never occur (the
724 // only exception where no phi is necessary being an unreachable loop
725 // without edge from the outside).
726 VirtualUse TargetUse
= VirtualUse::create(
727 S
, TargetStmt
, TargetStmt
->getSurroundingLoop(), UseVal
, true);
728 if (TargetUse
.getKind() == VirtualUse::Synthesizable
)
729 return FD_CanForwardLeaf
;
732 dbgs() << " Synthesizable would not be synthesizable anymore: "
734 return FD_CannotForward
;
737 case VirtualUse::ReadOnly
:
738 // Note that we cannot return FD_CanForwardTree here. With a operand tree
739 // depth of 0, UseVal is the use in TargetStmt that we try to replace.
740 // With -polly-analyze-read-only-scalars=true we would ensure the
741 // existence of a MemoryAccess (which already exists for a leaf) and be
742 // removed again by tryForwardTree because it's goal is to remove this
743 // scalar MemoryAccess. It interprets FD_CanForwardTree as the permission
746 return FD_CanForwardLeaf
;
748 // If we model read-only scalars, we need to create a MemoryAccess for it.
749 if (ModelReadOnlyScalars
)
750 TargetStmt
->ensureValueRead(UseVal
);
753 TotalReadOnlyCopied
++;
754 return FD_DidForwardLeaf
;
756 case VirtualUse::Intra
:
757 // Knowing that UseStmt and DefStmt are the same statement instance, just
758 // reuse the information about UseStmt for DefStmt
762 case VirtualUse::Inter
:
763 Instruction
*Inst
= cast
<Instruction
>(UseVal
);
766 DefStmt
= S
->getStmtFor(Inst
);
768 return FD_CannotForward
;
771 DefLoop
= LI
->getLoopFor(Inst
->getParent());
773 ForwardingDecision SpeculativeResult
=
774 forwardSpeculatable(TargetStmt
, Inst
, DefStmt
, DefLoop
, DoIt
);
775 if (SpeculativeResult
!= FD_NotApplicable
)
776 return SpeculativeResult
;
778 ForwardingDecision KnownResult
= forwardKnownLoad(
779 TargetStmt
, Inst
, UseStmt
, UseLoop
, DefStmt
, DefLoop
, DoIt
);
780 if (KnownResult
!= FD_NotApplicable
)
783 ForwardingDecision ReloadResult
= reloadKnownContent(
784 TargetStmt
, Inst
, UseStmt
, UseLoop
, DefStmt
, DefLoop
, DoIt
);
785 if (ReloadResult
!= FD_NotApplicable
)
788 // When no method is found to forward the operand tree, we effectively
790 LLVM_DEBUG(dbgs() << " Cannot forward instruction: " << *Inst
<< "\n");
791 return FD_CannotForward
;
794 llvm_unreachable("Case unhandled");
797 /// Try to forward an operand tree rooted in @p RA.
798 bool tryForwardTree(MemoryAccess
*RA
) {
799 assert(RA
->isLatestScalarKind());
800 LLVM_DEBUG(dbgs() << "Trying to forward operand tree " << RA
<< "...\n");
802 ScopStmt
*Stmt
= RA
->getStatement();
803 Loop
*InLoop
= Stmt
->getSurroundingLoop();
805 isl::map TargetToUse
;
806 if (!Known
.is_null()) {
807 isl::space DomSpace
= Stmt
->getDomainSpace();
809 isl::map::identity(DomSpace
.map_from_domain_and_range(DomSpace
));
812 ForwardingDecision Assessment
=
813 forwardTree(Stmt
, RA
->getAccessValue(), Stmt
, InLoop
, false);
814 assert(Assessment
!= FD_DidForwardTree
&& Assessment
!= FD_DidForwardLeaf
);
815 if (Assessment
!= FD_CanForwardProfitably
)
818 ForwardingDecision Execution
=
819 forwardTree(Stmt
, RA
->getAccessValue(), Stmt
, InLoop
, true);
820 assert(((Execution
== FD_DidForwardTree
) ||
821 (Execution
== FD_DidForwardLeaf
)) &&
822 "A previous positive assessment must also be executable");
824 if (Execution
== FD_DidForwardTree
)
825 Stmt
->removeSingleMemoryAccess(RA
);
829 /// Return which SCoP this instance is processing.
830 Scop
*getScop() const { return S
; }
832 /// Run the algorithm: Use value read accesses as operand tree roots and try
833 /// to forward them into the statement.
834 bool forwardOperandTrees() {
835 for (ScopStmt
&Stmt
: *S
) {
836 bool StmtModified
= false;
838 // Because we are modifying the MemoryAccess list, collect them first to
839 // avoid iterator invalidation.
840 SmallVector
<MemoryAccess
*, 16> Accs
;
841 for (MemoryAccess
*RA
: Stmt
) {
844 if (!RA
->isLatestScalarKind())
850 for (MemoryAccess
*RA
: Accs
) {
851 if (tryForwardTree(RA
)) {
855 TotalForwardedTrees
++;
861 TotalModifiedStmts
++;
870 /// Print the pass result, performed transformations and the SCoP after the
872 void print(raw_ostream
&OS
, int Indent
= 0) {
873 printStatistics(OS
, Indent
);
876 // This line can easily be checked in regression tests.
877 OS
<< "ForwardOpTree executed, but did not modify anything\n";
881 printStatements(OS
, Indent
);
885 /// Pass that redirects scalar reads to array elements that are known to contain
888 /// This reduces the number of scalar accesses and therefore potentially
889 /// increases the freedom of the scheduler. In the ideal case, all reads of a
890 /// scalar definition are redirected (We currently do not care about removing
891 /// the write in this case). This is also useful for the main DeLICM pass as
892 /// there are less scalars to be mapped.
893 class ForwardOpTree
: public ScopPass
{
895 /// The pass implementation, also holding per-scop data.
896 std::unique_ptr
<ForwardOpTreeImpl
> Impl
;
901 explicit ForwardOpTree() : ScopPass(ID
) {}
902 ForwardOpTree(const ForwardOpTree
&) = delete;
903 ForwardOpTree
&operator=(const ForwardOpTree
&) = delete;
905 void getAnalysisUsage(AnalysisUsage
&AU
) const override
{
906 AU
.addRequiredTransitive
<ScopInfoRegionPass
>();
907 AU
.addRequired
<LoopInfoWrapperPass
>();
908 AU
.setPreservesAll();
911 bool runOnScop(Scop
&S
) override
{
912 // Free resources for previous SCoP's computation, if not yet done.
915 LoopInfo
&LI
= getAnalysis
<LoopInfoWrapperPass
>().getLoopInfo();
918 IslMaxOperationsGuard
MaxOpGuard(S
.getIslCtx().get(), MaxOps
, false);
919 Impl
= llvm::make_unique
<ForwardOpTreeImpl
>(&S
, &LI
, MaxOpGuard
);
922 LLVM_DEBUG(dbgs() << "Prepare forwarders...\n");
923 Impl
->computeKnownValues();
926 LLVM_DEBUG(dbgs() << "Forwarding operand trees...\n");
927 Impl
->forwardOperandTrees();
929 if (MaxOpGuard
.hasQuotaExceeded()) {
930 LLVM_DEBUG(dbgs() << "Not all operations completed because of "
931 "max_operations exceeded\n");
936 LLVM_DEBUG(dbgs() << "\nFinal Scop:\n");
937 LLVM_DEBUG(dbgs() << S
);
940 auto ScopStats
= S
.getStatistics();
941 NumValueWrites
+= ScopStats
.NumValueWrites
;
942 NumValueWritesInLoops
+= ScopStats
.NumValueWritesInLoops
;
943 NumPHIWrites
+= ScopStats
.NumPHIWrites
;
944 NumPHIWritesInLoops
+= ScopStats
.NumPHIWritesInLoops
;
945 NumSingletonWrites
+= ScopStats
.NumSingletonWrites
;
946 NumSingletonWritesInLoops
+= ScopStats
.NumSingletonWritesInLoops
;
951 void printScop(raw_ostream
&OS
, Scop
&S
) const override
{
955 assert(Impl
->getScop() == &S
);
959 void releaseMemory() override
{ Impl
.reset(); }
960 }; // class ForwardOpTree
962 char ForwardOpTree::ID
;
965 ScopPass
*polly::createForwardOpTreePass() { return new ForwardOpTree(); }
967 INITIALIZE_PASS_BEGIN(ForwardOpTree
, "polly-optree",
968 "Polly - Forward operand tree", false, false)
969 INITIALIZE_PASS_DEPENDENCY(LoopInfoWrapperPass
)
970 INITIALIZE_PASS_END(ForwardOpTree
, "polly-optree",
971 "Polly - Forward operand tree", false, false)