#include "llvm/ADT/Statistic.h"
#include "llvm/ADT/StringExtras.h"
#include "llvm/Analysis/AliasAnalysis.h"
+#include "llvm/Analysis/AliasSetTracker.h"
+#include "llvm/Analysis/AssumptionTracker.h"
#include "llvm/Analysis/BlockFrequencyInfo.h"
+#include "llvm/Analysis/CodeMetrics.h"
#include "llvm/Analysis/LoopInfo.h"
#include "llvm/Analysis/LoopIterator.h"
#include "llvm/Analysis/LoopPass.h"
cl::desc("Sets the SIMD width. Zero is autoselect."));
static cl::opt<unsigned>
-VectorizationUnroll("force-vector-unroll", cl::init(0), cl::Hidden,
- cl::desc("Sets the vectorization unroll count. "
+VectorizationInterleave("force-vector-interleave", cl::init(0), cl::Hidden,
+ cl::desc("Sets the vectorization interleave count. "
"Zero is autoselect."));
static cl::opt<bool>
"force-target-num-vector-regs", cl::init(0), cl::Hidden,
cl::desc("A flag that overrides the target's number of vector registers."));
-/// Maximum vectorization unroll count.
-static const unsigned MaxUnrollFactor = 16;
+/// Maximum vectorization interleave count.
+static const unsigned MaxInterleaveFactor = 16;
-static cl::opt<unsigned> ForceTargetMaxScalarUnrollFactor(
- "force-target-max-scalar-unroll", cl::init(0), cl::Hidden,
- cl::desc("A flag that overrides the target's max unroll factor for scalar "
- "loops."));
+static cl::opt<unsigned> ForceTargetMaxScalarInterleaveFactor(
+ "force-target-max-scalar-interleave", cl::init(0), cl::Hidden,
+ cl::desc("A flag that overrides the target's max interleave factor for "
+ "scalar loops."));
-static cl::opt<unsigned> ForceTargetMaxVectorUnrollFactor(
- "force-target-max-vector-unroll", cl::init(0), cl::Hidden,
- cl::desc("A flag that overrides the target's max unroll factor for "
+static cl::opt<unsigned> ForceTargetMaxVectorInterleaveFactor(
+ "force-target-max-vector-interleave", cl::init(0), cl::Hidden,
+ cl::desc("A flag that overrides the target's max interleave factor for "
"vectorized loops."));
static cl::opt<unsigned> ForceTargetInstructionCost(
"enable-cond-stores-vec", cl::init(false), cl::Hidden,
cl::desc("Enable if predication of stores during vectorization."));
+static cl::opt<unsigned> MaxNestedScalarReductionUF(
+ "max-nested-scalar-reduction-unroll", cl::init(2), cl::Hidden,
+ cl::desc("The maximum unroll factor to use when unrolling a scalar "
+ "reduction in a nested loop."));
+
namespace {
// Forward declarations.
class LoopVectorizationLegality;
class LoopVectorizationCostModel;
+class LoopVectorizeHints;
/// Optimization analysis message produced during vectorization. Messages inform
/// the user why vectorization did not occur.
LoopInfo *LI;
/// Dominator Tree.
DominatorTree *DT;
+ /// Alias Analysis.
+ AliasAnalysis *AA;
/// Data Layout.
const DataLayout *DL;
/// Target Library Info.
// non-speculated memory access when the condition was false, this would be
// caught by the runtime overlap checks).
if (Kind != LLVMContext::MD_tbaa &&
+ Kind != LLVMContext::MD_alias_scope &&
+ Kind != LLVMContext::MD_noalias &&
Kind != LLVMContext::MD_fpmath)
continue;
LoopVectorizationLegality(Loop *L, ScalarEvolution *SE, const DataLayout *DL,
DominatorTree *DT, TargetLibraryInfo *TLI,
- Function *F)
+ AliasAnalysis *AA, Function *F)
: NumLoads(0), NumStores(0), NumPredStores(0), TheLoop(L), SE(SE), DL(DL),
- DT(DT), TLI(TLI), TheFunction(F), Induction(nullptr),
+ DT(DT), TLI(TLI), AA(AA), TheFunction(F), Induction(nullptr),
WidestIndTy(nullptr), HasFunNoNaNAttr(false), MaxSafeDepDistBytes(-1U) {
}
Ends.clear();
IsWritePtr.clear();
DependencySetId.clear();
+ AliasSetId.clear();
}
/// Insert a pointer and calculate the start and end SCEVs.
void insert(ScalarEvolution *SE, Loop *Lp, Value *Ptr, bool WritePtr,
- unsigned DepSetId, ValueToValueMap &Strides);
+ unsigned DepSetId, unsigned ASId, ValueToValueMap &Strides);
/// This flag indicates if we need to add the runtime check.
bool Need;
/// Holds the id of the set of pointers that could be dependent because of a
/// shared underlying object.
SmallVector<unsigned, 2> DependencySetId;
+ /// Holds the id of the disjoint alias set to which this pointer belongs.
+ SmallVector<unsigned, 2> AliasSetId;
};
/// A struct for saving information about induction variables.
/// Return true if all of the instructions in the block can be speculatively
/// executed. \p SafePtrs is a list of addresses that are known to be legal
/// and we know that we can read from them without segfault.
- bool blockCanBePredicated(BasicBlock *BB, SmallPtrSet<Value *, 8>& SafePtrs);
+ bool blockCanBePredicated(BasicBlock *BB, SmallPtrSetImpl<Value *> &SafePtrs);
/// Returns True, if 'Phi' is the kind of reduction variable for type
/// 'Kind'. If this is a reduction variable, it adds it to ReductionList.
DominatorTree *DT;
/// Target Library Info.
TargetLibraryInfo *TLI;
+ /// Alias analysis.
+ AliasAnalysis *AA;
/// Parent function
Function *TheFunction;
LoopVectorizationCostModel(Loop *L, ScalarEvolution *SE, LoopInfo *LI,
LoopVectorizationLegality *Legal,
const TargetTransformInfo &TTI,
- const DataLayout *DL, const TargetLibraryInfo *TLI)
- : TheLoop(L), SE(SE), LI(LI), Legal(Legal), TTI(TTI), DL(DL), TLI(TLI) {}
+ const DataLayout *DL, const TargetLibraryInfo *TLI,
+ AssumptionTracker *AT, const Function *F,
+ const LoopVectorizeHints *Hints)
+ : TheLoop(L), SE(SE), LI(LI), Legal(Legal), TTI(TTI), DL(DL), TLI(TLI),
+ TheFunction(F), Hints(Hints) {
+ CodeMetrics::collectEphemeralValues(L, AT, EphValues);
+ }
/// Information about vectorization costs
struct VectorizationFactor {
/// This method checks every power of two up to VF. If UserVF is not ZERO
/// then this vectorization factor will be selected if vectorization is
/// possible.
- VectorizationFactor selectVectorizationFactor(bool OptForSize,
- unsigned UserVF,
- bool ForceVectorization);
+ VectorizationFactor selectVectorizationFactor(bool OptForSize);
/// \return The size (in bits) of the widest type in the code that
/// needs to be vectorized. We ignore values that remain scalar such as
/// based on register pressure and other parameters.
/// VF and LoopCost are the selected vectorization factor and the cost of the
/// selected VF.
- unsigned selectUnrollFactor(bool OptForSize, unsigned UserUF, unsigned VF,
- unsigned LoopCost);
+ unsigned selectUnrollFactor(bool OptForSize, unsigned VF, unsigned LoopCost);
/// \brief A struct that represents some properties of the register usage
/// of a loop.
/// as a vector operation.
bool isConsecutiveLoadOrStore(Instruction *I);
+ /// Report an analysis message to assist the user in diagnosing loops that are
+ /// not vectorized.
+ void emitAnalysis(Report &Message) {
+ DebugLoc DL = TheLoop->getStartLoc();
+ if (Instruction *I = Message.getInstr())
+ DL = I->getDebugLoc();
+ emitOptimizationRemarkAnalysis(TheFunction->getContext(), DEBUG_TYPE,
+ *TheFunction, DL, Message.str());
+ }
+
+ /// Values used only by @llvm.assume calls.
+ SmallPtrSet<const Value *, 32> EphValues;
+
/// The loop that we evaluate.
Loop *TheLoop;
/// Scev analysis.
const DataLayout *DL;
/// Target Library Info.
const TargetLibraryInfo *TLI;
+ const Function *TheFunction;
+ // Loop Vectorize Hint.
+ const LoopVectorizeHints *Hints;
};
/// Utility class for getting and setting loop vectorizer hints in the form
/// of loop metadata.
+/// This class keeps a number of loop annotations locally (as member variables)
+/// and can, upon request, write them back as metadata on the loop. It will
+/// initially scan the loop for existing metadata, and will update the local
+/// values based on information in the loop.
+/// We cannot write all values to metadata, as the mere presence of some info,
+/// for example 'force', means a decision has been made. So, we need to be
+/// careful NOT to add them if the user hasn't specifically asked so.
class LoopVectorizeHints {
+ enum HintKind {
+ HK_WIDTH,
+ HK_UNROLL,
+ HK_FORCE
+ };
+
+ /// Hint - associates name and validation with the hint value.
+ struct Hint {
+ const char * Name;
+ unsigned Value; // This may have to change for non-numeric values.
+ HintKind Kind;
+
+ Hint(const char * Name, unsigned Value, HintKind Kind)
+ : Name(Name), Value(Value), Kind(Kind) { }
+
+ bool validate(unsigned Val) {
+ switch (Kind) {
+ case HK_WIDTH:
+ return isPowerOf2_32(Val) && Val <= MaxVectorWidth;
+ case HK_UNROLL:
+ return isPowerOf2_32(Val) && Val <= MaxInterleaveFactor;
+ case HK_FORCE:
+ return (Val <= 1);
+ }
+ return false;
+ }
+ };
+
+ /// Vectorization width.
+ Hint Width;
+ /// Vectorization interleave factor.
+ Hint Interleave;
+ /// Vectorization forced
+ Hint Force;
+ /// Array to help iterating through all hints.
+ Hint *Hints[3]; // avoiding initialisation due to MSVC2012
+
+ /// Return the loop metadata prefix.
+ static StringRef Prefix() { return "llvm.loop."; }
+
public:
enum ForceKind {
FK_Undefined = -1, ///< Not selected.
FK_Enabled = 1, ///< Forcing enabled.
};
- LoopVectorizeHints(const Loop *L, bool DisableUnrolling)
- : Width(VectorizationFactor),
- Unroll(DisableUnrolling),
- Force(FK_Undefined),
- LoopID(L->getLoopID()) {
- getHints(L);
- // force-vector-unroll overrides DisableUnrolling.
- if (VectorizationUnroll.getNumOccurrences() > 0)
- Unroll = VectorizationUnroll;
+ LoopVectorizeHints(const Loop *L, bool DisableInterleaving)
+ : Width("vectorize.width", VectorizationFactor, HK_WIDTH),
+ Interleave("interleave.count", DisableInterleaving, HK_UNROLL),
+ Force("vectorize.enable", FK_Undefined, HK_FORCE),
+ TheLoop(L) {
+ // FIXME: Move this up initialisation when MSVC requirement is 2013+
+ Hints[0] = &Width;
+ Hints[1] = &Interleave;
+ Hints[2] = &Force;
- DEBUG(if (DisableUnrolling && Unroll == 1) dbgs()
- << "LV: Unrolling disabled by the pass manager\n");
- }
+ // Populate values with existing loop metadata.
+ getHintsFromMetadata();
- /// Return the loop vectorizer metadata prefix.
- static StringRef Prefix() { return "llvm.loop.vectorize."; }
+ // force-vector-interleave overrides DisableInterleaving.
+ if (VectorizationInterleave.getNumOccurrences() > 0)
+ Interleave.Value = VectorizationInterleave;
- MDNode *createHint(LLVMContext &Context, StringRef Name, unsigned V) const {
- SmallVector<Value*, 2> Vals;
- Vals.push_back(MDString::get(Context, Name));
- Vals.push_back(ConstantInt::get(Type::getInt32Ty(Context), V));
- return MDNode::get(Context, Vals);
+ DEBUG(if (DisableInterleaving && Interleave.Value == 1) dbgs()
+ << "LV: Interleaving disabled by the pass manager\n");
}
/// Mark the loop L as already vectorized by setting the width to 1.
- void setAlreadyVectorized(Loop *L) {
- LLVMContext &Context = L->getHeader()->getContext();
-
- Width = 1;
-
- // Create a new loop id with one more operand for the already_vectorized
- // hint. If the loop already has a loop id then copy the existing operands.
- SmallVector<Value*, 4> Vals(1);
- if (LoopID)
- for (unsigned i = 1, ie = LoopID->getNumOperands(); i < ie; ++i)
- Vals.push_back(LoopID->getOperand(i));
-
- Vals.push_back(createHint(Context, Twine(Prefix(), "width").str(), Width));
- Vals.push_back(createHint(Context, Twine(Prefix(), "unroll").str(), 1));
-
- MDNode *NewLoopID = MDNode::get(Context, Vals);
- // Set operand 0 to refer to the loop id itself.
- NewLoopID->replaceOperandWith(0, NewLoopID);
-
- L->setLoopID(NewLoopID);
- if (LoopID)
- LoopID->replaceAllUsesWith(NewLoopID);
-
- LoopID = NewLoopID;
- }
-
+ void setAlreadyVectorized() {
+ Width.Value = Interleave.Value = 1;
+ // FIXME: Change all lines below for this when we can use MSVC 2013+
+ //writeHintsToMetadata({ Width, Unroll });
+ std::vector<Hint> hints;
+ hints.reserve(2);
+ hints.emplace_back(Width);
+ hints.emplace_back(Interleave);
+ writeHintsToMetadata(std::move(hints));
+ }
+
+ /// Dumps all the hint information.
std::string emitRemark() const {
Report R;
- R << "vectorization ";
- switch (Force) {
- case LoopVectorizeHints::FK_Disabled:
- R << "is explicitly disabled";
- break;
- case LoopVectorizeHints::FK_Enabled:
- R << "is explicitly enabled";
- if (Width != 0 && Unroll != 0)
- R << " with width " << Width << " and interleave count " << Unroll;
- else if (Width != 0)
- R << " with width " << Width;
- else if (Unroll != 0)
- R << " with interleave count " << Unroll;
- break;
- case LoopVectorizeHints::FK_Undefined:
- R << "was not specified";
- break;
+ if (Force.Value == LoopVectorizeHints::FK_Disabled)
+ R << "vectorization is explicitly disabled";
+ else {
+ R << "use -Rpass-analysis=loop-vectorize for more info";
+ if (Force.Value == LoopVectorizeHints::FK_Enabled) {
+ R << " (Force=true";
+ if (Width.Value != 0)
+ R << ", Vector Width=" << Width.Value;
+ if (Interleave.Value != 0)
+ R << ", Interleave Count=" << Interleave.Value;
+ R << ")";
+ }
}
+
return R.str();
}
- unsigned getWidth() const { return Width; }
- unsigned getUnroll() const { return Unroll; }
- enum ForceKind getForce() const { return Force; }
- MDNode *getLoopID() const { return LoopID; }
+ unsigned getWidth() const { return Width.Value; }
+ unsigned getInterleave() const { return Interleave.Value; }
+ enum ForceKind getForce() const { return (ForceKind)Force.Value; }
private:
- /// Find hints specified in the loop metadata.
- void getHints(const Loop *L) {
+ /// Find hints specified in the loop metadata and update local values.
+ void getHintsFromMetadata() {
+ MDNode *LoopID = TheLoop->getLoopID();
if (!LoopID)
return;
if (!S)
continue;
- // Check if the hint starts with the vectorizer prefix.
- StringRef Hint = S->getString();
- if (!Hint.startswith(Prefix()))
- continue;
- // Remove the prefix.
- Hint = Hint.substr(Prefix().size(), StringRef::npos);
-
+ // Check if the hint starts with the loop metadata prefix.
+ StringRef Name = S->getString();
if (Args.size() == 1)
- getHint(Hint, Args[0]);
+ setHint(Name, Args[0]);
}
}
- // Check string hint with one operand.
- void getHint(StringRef Hint, Value *Arg) {
+ /// Checks string hint with one operand and set value if valid.
+ void setHint(StringRef Name, Value *Arg) {
+ if (!Name.startswith(Prefix()))
+ return;
+ Name = Name.substr(Prefix().size(), StringRef::npos);
+
const ConstantInt *C = dyn_cast<ConstantInt>(Arg);
if (!C) return;
unsigned Val = C->getZExtValue();
- if (Hint == "width") {
- if (isPowerOf2_32(Val) && Val <= MaxVectorWidth)
- Width = Val;
- else
- DEBUG(dbgs() << "LV: ignoring invalid width hint metadata\n");
- } else if (Hint == "unroll") {
- if (isPowerOf2_32(Val) && Val <= MaxUnrollFactor)
- Unroll = Val;
- else
- DEBUG(dbgs() << "LV: ignoring invalid unroll hint metadata\n");
- } else if (Hint == "enable") {
- if (C->getBitWidth() == 1)
- Force = Val == 1 ? LoopVectorizeHints::FK_Enabled
- : LoopVectorizeHints::FK_Disabled;
- else
- DEBUG(dbgs() << "LV: ignoring invalid enable hint metadata\n");
- } else {
- DEBUG(dbgs() << "LV: ignoring unknown hint " << Hint << '\n');
+ for (auto H : Hints) {
+ if (Name == H->Name) {
+ if (H->validate(Val))
+ H->Value = Val;
+ else
+ DEBUG(dbgs() << "LV: ignoring invalid hint '" << Name << "'\n");
+ break;
+ }
}
}
- /// Vectorization width.
- unsigned Width;
- /// Vectorization unroll factor.
- unsigned Unroll;
- /// Vectorization forced
- enum ForceKind Force;
+ /// Create a new hint from name / value pair.
+ MDNode *createHintMetadata(StringRef Name, unsigned V) const {
+ LLVMContext &Context = TheLoop->getHeader()->getContext();
+ SmallVector<Value*, 2> Vals;
+ Vals.push_back(MDString::get(Context, Name));
+ Vals.push_back(ConstantInt::get(Type::getInt32Ty(Context), V));
+ return MDNode::get(Context, Vals);
+ }
+
+ /// Matches metadata with hint name.
+ bool matchesHintMetadataName(MDNode *Node, std::vector<Hint> &HintTypes) {
+ MDString* Name = dyn_cast<MDString>(Node->getOperand(0));
+ if (!Name)
+ return false;
+
+ for (auto H : HintTypes)
+ if (Name->getName().endswith(H.Name))
+ return true;
+ return false;
+ }
+
+ /// Sets current hints into loop metadata, keeping other values intact.
+ void writeHintsToMetadata(std::vector<Hint> HintTypes) {
+ if (HintTypes.size() == 0)
+ return;
+
+ // Reserve the first element to LoopID (see below).
+ SmallVector<Value*, 4> Vals(1);
+ // If the loop already has metadata, then ignore the existing operands.
+ MDNode *LoopID = TheLoop->getLoopID();
+ if (LoopID) {
+ for (unsigned i = 1, ie = LoopID->getNumOperands(); i < ie; ++i) {
+ MDNode *Node = cast<MDNode>(LoopID->getOperand(i));
+ // If node in update list, ignore old value.
+ if (!matchesHintMetadataName(Node, HintTypes))
+ Vals.push_back(Node);
+ }
+ }
+
+ // Now, add the missing hints.
+ for (auto H : HintTypes)
+ Vals.push_back(
+ createHintMetadata(Twine(Prefix(), H.Name).str(), H.Value));
+
+ // Replace current metadata node with new one.
+ LLVMContext &Context = TheLoop->getHeader()->getContext();
+ MDNode *NewLoopID = MDNode::get(Context, Vals);
+ // Set operand 0 to refer to the loop id itself.
+ NewLoopID->replaceOperandWith(0, NewLoopID);
+
+ TheLoop->setLoopID(NewLoopID);
+ if (LoopID)
+ LoopID->replaceAllUsesWith(NewLoopID);
+ LoopID = NewLoopID;
+ }
- MDNode *LoopID;
+ /// The loop these hints belong to.
+ const Loop *TheLoop;
};
static void emitMissedWarning(Function *F, Loop *L,
emitLoopVectorizeWarning(
F->getContext(), *F, L->getStartLoc(),
"failed explicitly specified loop vectorization");
- else if (LH.getUnroll() != 1)
+ else if (LH.getInterleave() != 1)
emitLoopInterleaveWarning(
F->getContext(), *F, L->getStartLoc(),
"failed explicitly specified loop interleaving");
DominatorTree *DT;
BlockFrequencyInfo *BFI;
TargetLibraryInfo *TLI;
+ AliasAnalysis *AA;
+ AssumptionTracker *AT;
bool DisableUnrolling;
bool AlwaysVectorize;
DT = &getAnalysis<DominatorTreeWrapperPass>().getDomTree();
BFI = &getAnalysis<BlockFrequencyInfo>();
TLI = getAnalysisIfAvailable<TargetLibraryInfo>();
+ AA = &getAnalysis<AliasAnalysis>();
+ AT = &getAnalysis<AssumptionTracker>();
// Compute some weights outside of the loop over the loops. Compute this
// using a BranchProbability to re-use its scaling math.
: (Hints.getForce() == LoopVectorizeHints::FK_Enabled
? "enabled"
: "?")) << " width=" << Hints.getWidth()
- << " unroll=" << Hints.getUnroll() << "\n");
+ << " unroll=" << Hints.getInterleave() << "\n");
// Function containing loop
Function *F = L->getHeader()->getParent();
return false;
}
- if (Hints.getWidth() == 1 && Hints.getUnroll() == 1) {
+ if (Hints.getWidth() == 1 && Hints.getInterleave() == 1) {
DEBUG(dbgs() << "LV: Not vectorizing: Disabled/already vectorized.\n");
emitOptimizationRemarkAnalysis(
F->getContext(), DEBUG_TYPE, *F, L->getStartLoc(),
// Check the loop for a trip count threshold:
// do not vectorize loops with a tiny trip count.
- BasicBlock *Latch = L->getLoopLatch();
- const unsigned TC = SE->getSmallConstantTripCount(L, Latch);
+ const unsigned TC = SE->getSmallConstantTripCount(L);
if (TC > 0u && TC < TinyTripCountVectorThreshold) {
DEBUG(dbgs() << "LV: Found a loop with a very small trip count. "
<< "This loop is not worth vectorizing.");
}
// Check if it is legal to vectorize the loop.
- LoopVectorizationLegality LVL(L, SE, DL, DT, TLI, F);
+ LoopVectorizationLegality LVL(L, SE, DL, DT, TLI, AA, F);
if (!LVL.canVectorize()) {
DEBUG(dbgs() << "LV: Not vectorizing: Cannot prove legality.\n");
emitMissedWarning(F, L, Hints);
}
// Use the cost model.
- LoopVectorizationCostModel CM(L, SE, LI, &LVL, *TTI, DL, TLI);
+ LoopVectorizationCostModel CM(L, SE, LI, &LVL, *TTI, DL, TLI, AT, F,
+ &Hints);
// Check the function attributes to find out if this function should be
// optimized for size.
// Select the optimal vectorization factor.
const LoopVectorizationCostModel::VectorizationFactor VF =
- CM.selectVectorizationFactor(OptForSize, Hints.getWidth(),
- Hints.getForce() ==
- LoopVectorizeHints::FK_Enabled);
+ CM.selectVectorizationFactor(OptForSize);
// Select the unroll factor.
const unsigned UF =
- CM.selectUnrollFactor(OptForSize, Hints.getUnroll(), VF.Width, VF.Cost);
+ CM.selectUnrollFactor(OptForSize, VF.Width, VF.Cost);
DEBUG(dbgs() << "LV: Found a vectorizable loop (" << VF.Width << ") in "
<< DebugLocStr << '\n');
}
// Mark the loop as already vectorized to avoid vectorizing again.
- Hints.setAlreadyVectorized(L);
+ Hints.setAlreadyVectorized();
DEBUG(verifyFunction(*L->getHeader()->getParent()));
return true;
}
void getAnalysisUsage(AnalysisUsage &AU) const override {
+ AU.addRequired<AssumptionTracker>();
AU.addRequiredID(LoopSimplifyID);
AU.addRequiredID(LCSSAID);
AU.addRequired<BlockFrequencyInfo>();
AU.addRequired<LoopInfo>();
AU.addRequired<ScalarEvolution>();
AU.addRequired<TargetTransformInfo>();
+ AU.addRequired<AliasAnalysis>();
AU.addPreserved<LoopInfo>();
AU.addPreserved<DominatorTreeWrapperPass>();
+ AU.addPreserved<AliasAnalysis>();
}
};
void LoopVectorizationLegality::RuntimePointerCheck::insert(
ScalarEvolution *SE, Loop *Lp, Value *Ptr, bool WritePtr, unsigned DepSetId,
- ValueToValueMap &Strides) {
+ unsigned ASId, ValueToValueMap &Strides) {
// Get the stride replaced scev.
const SCEV *Sc = replaceSymbolicStrideSCEV(SE, Strides, Ptr);
const SCEVAddRecExpr *AR = dyn_cast<SCEVAddRecExpr>(Sc);
Ends.push_back(ScEnd);
IsWritePtr.push_back(WritePtr);
DependencySetId.push_back(DepSetId);
+ AliasSetId.push_back(ASId);
}
Value *InnerLoopVectorizer::getBroadcastInstrs(Value *V) {
// Only need to check pointers between two different dependency sets.
if (PtrRtCheck->DependencySetId[i] == PtrRtCheck->DependencySetId[j])
continue;
+ // Only need to check pointers in the same alias set.
+ if (PtrRtCheck->AliasSetId[i] != PtrRtCheck->AliasSetId[j])
+ continue;
unsigned AS0 = Starts[i]->getType()->getPointerAddressSpace();
unsigned AS1 = Starts[j]->getType()->getPointerAddressSpace();
LoopScalarBody = OldBasicBlock;
LoopVectorizeHints Hints(Lp, true);
- Hints.setAlreadyVectorized(Lp);
+ Hints.setAlreadyVectorized();
}
/// This function returns the identity element (or neutral element) for
for (unsigned Part = 0; Part < UF; ++Part) {
Value *V = Builder.CreateBinOp(BinOp->getOpcode(), A[Part], B[Part]);
- // Update the NSW, NUW and Exact flags. Notice: V can be an Undef.
- BinaryOperator *VecOp = dyn_cast<BinaryOperator>(V);
- if (VecOp && isa<OverflowingBinaryOperator>(BinOp)) {
- VecOp->setHasNoSignedWrap(BinOp->hasNoSignedWrap());
- VecOp->setHasNoUnsignedWrap(BinOp->hasNoUnsignedWrap());
- }
- if (VecOp && isa<PossiblyExactOperator>(VecOp))
- VecOp->setIsExact(BinOp->isExact());
-
- // Copy the fast-math flags.
- if (VecOp && isa<FPMathOperator>(V))
- VecOp->setFastMathFlags(it->getFastMathFlags());
-
+ if (BinaryOperator *VecOp = dyn_cast<BinaryOperator>(V))
+ VecOp->copyIRFlags(BinOp);
+
Entry[Part] = V;
}
Intrinsic::ID ID = getIntrinsicIDForCall(CI, TLI);
assert(ID && "Not an intrinsic call!");
switch (ID) {
+ case Intrinsic::assume:
case Intrinsic::lifetime_end:
case Intrinsic::lifetime_start:
scalarizeInstruction(it);
/// \brief Check that the instruction has outside loop users and is not an
/// identified reduction variable.
static bool hasOutsideLoopUser(const Loop *TheLoop, Instruction *Inst,
- SmallPtrSet<Value *, 4> &Reductions) {
+ SmallPtrSetImpl<Value *> &Reductions) {
// Reduction instructions are allowed to have exit users. All other
// instructions must not have external users.
if (!Reductions.count(Inst))
// identified reduction value with an outside user.
if (!hasOutsideLoopUser(TheLoop, it, AllowedExit))
continue;
- emitAnalysis(Report(it) << "value that could not be identified as "
- "reduction is used outside the loop");
+ emitAnalysis(Report(it) << "value could not be identified as "
+ "an induction or reduction variable");
return false;
}
continue;
}
- emitAnalysis(Report(it) << "unvectorizable operation");
+ emitAnalysis(Report(it) << "value that could not be identified as "
+ "reduction is used outside the loop");
DEBUG(dbgs() << "LV: Found an unidentified PHI."<< *Phi <<"\n");
return false;
}// end of PHI handling
/// \brief Set of potential dependent memory accesses.
typedef EquivalenceClasses<MemAccessInfo> DepCandidates;
- AccessAnalysis(const DataLayout *Dl, DepCandidates &DA) :
- DL(Dl), DepCands(DA), AreAllWritesIdentified(true),
- AreAllReadsIdentified(true), IsRTCheckNeeded(false) {}
+ AccessAnalysis(const DataLayout *Dl, AliasAnalysis *AA, DepCandidates &DA) :
+ DL(Dl), AST(*AA), DepCands(DA), IsRTCheckNeeded(false) {}
/// \brief Register a load and whether it is only read from.
- void addLoad(Value *Ptr, bool IsReadOnly) {
+ void addLoad(AliasAnalysis::Location &Loc, bool IsReadOnly) {
+ Value *Ptr = const_cast<Value*>(Loc.Ptr);
+ AST.add(Ptr, AliasAnalysis::UnknownSize, Loc.AATags);
Accesses.insert(MemAccessInfo(Ptr, false));
if (IsReadOnly)
ReadOnlyPtr.insert(Ptr);
}
/// \brief Register a store.
- void addStore(Value *Ptr) {
+ void addStore(AliasAnalysis::Location &Loc) {
+ Value *Ptr = const_cast<Value*>(Loc.Ptr);
+ AST.add(Ptr, AliasAnalysis::UnknownSize, Loc.AATags);
Accesses.insert(MemAccessInfo(Ptr, true));
}
/// \brief Goes over all memory accesses, checks whether a RT check is needed
/// and builds sets of dependent accesses.
void buildDependenceSets() {
- // Process read-write pointers first.
- processMemAccesses(false);
- // Next, process read pointers.
- processMemAccesses(true);
+ processMemAccesses();
}
bool isRTCheckNeeded() { return IsRTCheckNeeded; }
private:
typedef SetVector<MemAccessInfo> PtrAccessSet;
- typedef DenseMap<Value*, MemAccessInfo> UnderlyingObjToAccessMap;
- /// \brief Go over all memory access or only the deferred ones if
- /// \p UseDeferred is true and check whether runtime pointer checks are needed
- /// and build sets of dependency check candidates.
- void processMemAccesses(bool UseDeferred);
+ /// \brief Go over all memory access and check whether runtime pointer checks
+ /// are needed /// and build sets of dependency check candidates.
+ void processMemAccesses();
/// Set of all accesses.
PtrAccessSet Accesses;
- /// Set of access to check after all writes have been processed.
- PtrAccessSet DeferredAccesses;
-
- /// Map of pointers to last access encountered.
- UnderlyingObjToAccessMap ObjToLastAccess;
-
/// Set of accesses that need a further dependence check.
MemAccessInfoSet CheckDeps;
/// Set of pointers that are read only.
SmallPtrSet<Value*, 16> ReadOnlyPtr;
- /// Set of underlying objects already written to.
- SmallPtrSet<Value*, 16> WriteObjects;
-
const DataLayout *DL;
+ /// An alias set tracker to partition the access set by underlying object and
+ //intrinsic property (such as TBAA metadata).
+ AliasSetTracker AST;
+
/// Sets of potentially dependent accesses - members of one set share an
/// underlying pointer. The set "CheckDeps" identfies which sets really need a
/// dependence check.
DepCandidates &DepCands;
- bool AreAllWritesIdentified;
- bool AreAllReadsIdentified;
bool IsRTCheckNeeded;
};
ValueToValueMap &StridesMap, bool ShouldCheckStride) {
// Find pointers with computable bounds. We are going to use this information
// to place a runtime bound check.
- unsigned NumReadPtrChecks = 0;
- unsigned NumWritePtrChecks = 0;
bool CanDoRT = true;
bool IsDepCheckNeeded = isDependencyCheckNeeded();
- // We assign consecutive id to access from different dependence sets.
- // Accesses within the same set don't need a runtime check.
- unsigned RunningDepId = 1;
- DenseMap<Value *, unsigned> DepSetId;
-
- for (PtrAccessSet::iterator AI = Accesses.begin(), AE = Accesses.end();
- AI != AE; ++AI) {
- const MemAccessInfo &Access = *AI;
- Value *Ptr = Access.getPointer();
- bool IsWrite = Access.getInt();
-
- // Just add write checks if we have both.
- if (!IsWrite && Accesses.count(MemAccessInfo(Ptr, true)))
- continue;
+ NumComparisons = 0;
- if (IsWrite)
- ++NumWritePtrChecks;
- else
- ++NumReadPtrChecks;
-
- if (hasComputableBounds(SE, StridesMap, Ptr) &&
- // When we run after a failing dependency check we have to make sure we
- // don't have wrapping pointers.
- (!ShouldCheckStride ||
- isStridedPtr(SE, DL, Ptr, TheLoop, StridesMap) == 1)) {
- // The id of the dependence set.
- unsigned DepId;
-
- if (IsDepCheckNeeded) {
- Value *Leader = DepCands.getLeaderValue(Access).getPointer();
- unsigned &LeaderId = DepSetId[Leader];
- if (!LeaderId)
- LeaderId = RunningDepId++;
- DepId = LeaderId;
- } else
- // Each access has its own dependence set.
- DepId = RunningDepId++;
-
- RtCheck.insert(SE, TheLoop, Ptr, IsWrite, DepId, StridesMap);
-
- DEBUG(dbgs() << "LV: Found a runtime check ptr:" << *Ptr << '\n');
- } else {
- CanDoRT = false;
+ // We assign a consecutive id to access from different alias sets.
+ // Accesses between different groups doesn't need to be checked.
+ unsigned ASId = 1;
+ for (auto &AS : AST) {
+ unsigned NumReadPtrChecks = 0;
+ unsigned NumWritePtrChecks = 0;
+
+ // We assign consecutive id to access from different dependence sets.
+ // Accesses within the same set don't need a runtime check.
+ unsigned RunningDepId = 1;
+ DenseMap<Value *, unsigned> DepSetId;
+
+ for (auto A : AS) {
+ Value *Ptr = A.getValue();
+ bool IsWrite = Accesses.count(MemAccessInfo(Ptr, true));
+ MemAccessInfo Access(Ptr, IsWrite);
+
+ if (IsWrite)
+ ++NumWritePtrChecks;
+ else
+ ++NumReadPtrChecks;
+
+ if (hasComputableBounds(SE, StridesMap, Ptr) &&
+ // When we run after a failing dependency check we have to make sure we
+ // don't have wrapping pointers.
+ (!ShouldCheckStride ||
+ isStridedPtr(SE, DL, Ptr, TheLoop, StridesMap) == 1)) {
+ // The id of the dependence set.
+ unsigned DepId;
+
+ if (IsDepCheckNeeded) {
+ Value *Leader = DepCands.getLeaderValue(Access).getPointer();
+ unsigned &LeaderId = DepSetId[Leader];
+ if (!LeaderId)
+ LeaderId = RunningDepId++;
+ DepId = LeaderId;
+ } else
+ // Each access has its own dependence set.
+ DepId = RunningDepId++;
+
+ RtCheck.insert(SE, TheLoop, Ptr, IsWrite, DepId, ASId, StridesMap);
+
+ DEBUG(dbgs() << "LV: Found a runtime check ptr:" << *Ptr << '\n');
+ } else {
+ CanDoRT = false;
+ }
}
- }
- if (IsDepCheckNeeded && CanDoRT && RunningDepId == 2)
- NumComparisons = 0; // Only one dependence set.
- else {
- NumComparisons = (NumWritePtrChecks * (NumReadPtrChecks +
- NumWritePtrChecks - 1));
+ if (IsDepCheckNeeded && CanDoRT && RunningDepId == 2)
+ NumComparisons += 0; // Only one dependence set.
+ else {
+ NumComparisons += (NumWritePtrChecks * (NumReadPtrChecks +
+ NumWritePtrChecks - 1));
+ }
+
+ ++ASId;
}
// If the pointers that we would use for the bounds comparison have different
// Only need to check pointers between two different dependency sets.
if (RtCheck.DependencySetId[i] == RtCheck.DependencySetId[j])
continue;
+ // Only need to check pointers in the same alias set.
+ if (RtCheck.AliasSetId[i] != RtCheck.AliasSetId[j])
+ continue;
Value *PtrI = RtCheck.Pointers[i];
Value *PtrJ = RtCheck.Pointers[j];
return CanDoRT;
}
-static bool isFunctionScopeIdentifiedObject(Value *Ptr) {
- return isNoAliasArgument(Ptr) || isNoAliasCall(Ptr) || isa<AllocaInst>(Ptr);
-}
-
-void AccessAnalysis::processMemAccesses(bool UseDeferred) {
+void AccessAnalysis::processMemAccesses() {
// We process the set twice: first we process read-write pointers, last we
// process read-only pointers. This allows us to skip dependence tests for
// read-only pointers.
- PtrAccessSet &S = UseDeferred ? DeferredAccesses : Accesses;
- for (PtrAccessSet::iterator AI = S.begin(), AE = S.end(); AI != AE; ++AI) {
- const MemAccessInfo &Access = *AI;
- Value *Ptr = Access.getPointer();
- bool IsWrite = Access.getInt();
-
- DepCands.insert(Access);
-
- // Memorize read-only pointers for later processing and skip them in the
- // first round (they need to be checked after we have seen all write
- // pointers). Note: we also mark pointer that are not consecutive as
- // "read-only" pointers (so that we check "a[b[i]] +="). Hence, we need the
- // second check for "!IsWrite".
- bool IsReadOnlyPtr = ReadOnlyPtr.count(Ptr) && !IsWrite;
- if (!UseDeferred && IsReadOnlyPtr) {
- DeferredAccesses.insert(Access);
- continue;
- }
+ DEBUG(dbgs() << "LV: Processing memory accesses...\n");
+ DEBUG(dbgs() << " AST: "; AST.dump());
+ DEBUG(dbgs() << "LV: Accesses:\n");
+ DEBUG({
+ for (auto A : Accesses)
+ dbgs() << "\t" << *A.getPointer() << " (" <<
+ (A.getInt() ? "write" : (ReadOnlyPtr.count(A.getPointer()) ?
+ "read-only" : "read")) << ")\n";
+ });
+
+ // The AliasSetTracker has nicely partitioned our pointers by metadata
+ // compatibility and potential for underlying-object overlap. As a result, we
+ // only need to check for potential pointer dependencies within each alias
+ // set.
+ for (auto &AS : AST) {
+ // Note that both the alias-set tracker and the alias sets themselves used
+ // linked lists internally and so the iteration order here is deterministic
+ // (matching the original instruction order within each set).
+
+ bool SetHasWrite = false;
+
+ // Map of pointers to last access encountered.
+ typedef DenseMap<Value*, MemAccessInfo> UnderlyingObjToAccessMap;
+ UnderlyingObjToAccessMap ObjToLastAccess;
+
+ // Set of access to check after all writes have been processed.
+ PtrAccessSet DeferredAccesses;
+
+ // Iterate over each alias set twice, once to process read/write pointers,
+ // and then to process read-only pointers.
+ for (int SetIteration = 0; SetIteration < 2; ++SetIteration) {
+ bool UseDeferred = SetIteration > 0;
+ PtrAccessSet &S = UseDeferred ? DeferredAccesses : Accesses;
+
+ for (auto A : AS) {
+ Value *Ptr = A.getValue();
+ bool IsWrite = S.count(MemAccessInfo(Ptr, true));
+
+ // If we're using the deferred access set, then it contains only reads.
+ bool IsReadOnlyPtr = ReadOnlyPtr.count(Ptr) && !IsWrite;
+ if (UseDeferred && !IsReadOnlyPtr)
+ continue;
+ // Otherwise, the pointer must be in the PtrAccessSet, either as a read
+ // or a write.
+ assert(((IsReadOnlyPtr && UseDeferred) || IsWrite ||
+ S.count(MemAccessInfo(Ptr, false))) &&
+ "Alias-set pointer not in the access set?");
+
+ MemAccessInfo Access(Ptr, IsWrite);
+ DepCands.insert(Access);
+
+ // Memorize read-only pointers for later processing and skip them in the
+ // first round (they need to be checked after we have seen all write
+ // pointers). Note: we also mark pointer that are not consecutive as
+ // "read-only" pointers (so that we check "a[b[i]] +="). Hence, we need
+ // the second check for "!IsWrite".
+ if (!UseDeferred && IsReadOnlyPtr) {
+ DeferredAccesses.insert(Access);
+ continue;
+ }
- bool NeedDepCheck = false;
- // Check whether there is the possibility of dependency because of
- // underlying objects being the same.
- typedef SmallVector<Value*, 16> ValueVector;
- ValueVector TempObjects;
- GetUnderlyingObjects(Ptr, TempObjects, DL);
- for (ValueVector::iterator UI = TempObjects.begin(), UE = TempObjects.end();
- UI != UE; ++UI) {
- Value *UnderlyingObj = *UI;
-
- // If this is a write then it needs to be an identified object. If this a
- // read and all writes (so far) are identified function scope objects we
- // don't need an identified underlying object but only an Argument (the
- // next write is going to invalidate this assumption if it is
- // unidentified).
- // This is a micro-optimization for the case where all writes are
- // identified and we have one argument pointer.
- // Otherwise, we do need a runtime check.
- if ((IsWrite && !isFunctionScopeIdentifiedObject(UnderlyingObj)) ||
- (!IsWrite && (!AreAllWritesIdentified ||
- !isa<Argument>(UnderlyingObj)) &&
- !isIdentifiedObject(UnderlyingObj))) {
- DEBUG(dbgs() << "LV: Found an unidentified " <<
- (IsWrite ? "write" : "read" ) << " ptr: " << *UnderlyingObj <<
- "\n");
- IsRTCheckNeeded = (IsRTCheckNeeded ||
- !isIdentifiedObject(UnderlyingObj) ||
- !AreAllReadsIdentified);
+ // If this is a write - check other reads and writes for conflicts. If
+ // this is a read only check other writes for conflicts (but only if
+ // there is no other write to the ptr - this is an optimization to
+ // catch "a[i] = a[i] + " without having to do a dependence check).
+ if ((IsWrite || IsReadOnlyPtr) && SetHasWrite) {
+ CheckDeps.insert(Access);
+ IsRTCheckNeeded = true;
+ }
if (IsWrite)
- AreAllWritesIdentified = false;
- if (!IsWrite)
- AreAllReadsIdentified = false;
+ SetHasWrite = true;
+
+ // Create sets of pointers connected by a shared alias set and
+ // underlying object.
+ typedef SmallVector<Value*, 16> ValueVector;
+ ValueVector TempObjects;
+ GetUnderlyingObjects(Ptr, TempObjects, DL);
+ for (Value *UnderlyingObj : TempObjects) {
+ UnderlyingObjToAccessMap::iterator Prev =
+ ObjToLastAccess.find(UnderlyingObj);
+ if (Prev != ObjToLastAccess.end())
+ DepCands.unionSets(Access, Prev->second);
+
+ ObjToLastAccess[UnderlyingObj] = Access;
+ }
}
-
- // If this is a write - check other reads and writes for conflicts. If
- // this is a read only check other writes for conflicts (but only if there
- // is no other write to the ptr - this is an optimization to catch "a[i] =
- // a[i] + " without having to do a dependence check).
- if ((IsWrite || IsReadOnlyPtr) && WriteObjects.count(UnderlyingObj))
- NeedDepCheck = true;
-
- if (IsWrite)
- WriteObjects.insert(UnderlyingObj);
-
- // Create sets of pointers connected by shared underlying objects.
- UnderlyingObjToAccessMap::iterator Prev =
- ObjToLastAccess.find(UnderlyingObj);
- if (Prev != ObjToLastAccess.end())
- DepCands.unionSets(Access, Prev->second);
-
- ObjToLastAccess[UnderlyingObj] = Access;
}
-
- if (NeedDepCheck)
- CheckDeps.insert(Access);
}
}
if (!AIsWrite && !BIsWrite)
return false;
+ // We cannot check pointers in different address spaces.
+ if (APtr->getType()->getPointerAddressSpace() !=
+ BPtr->getType()->getPointerAddressSpace())
+ return true;
+
const SCEV *AScev = replaceSymbolicStrideSCEV(SE, Strides, APtr);
const SCEV *BScev = replaceSymbolicStrideSCEV(SE, Strides, BPtr);
// Bail out early if passed-in parameters make vectorization not feasible.
unsigned ForcedFactor = VectorizationFactor ? VectorizationFactor : 1;
- unsigned ForcedUnroll = VectorizationUnroll ? VectorizationUnroll : 1;
+ unsigned ForcedUnroll = VectorizationInterleave ? VectorizationInterleave : 1;
// The distance must be bigger than the size needed for a vectorized version
// of the operation and the size of the vectorized operation must not be
}
AccessAnalysis::DepCandidates DependentAccesses;
- AccessAnalysis Accesses(DL, DependentAccesses);
+ AccessAnalysis Accesses(DL, AA, DependentAccesses);
// Holds the analyzed pointers. We don't want to call GetUnderlyingObjects
// multiple times on the same object. If the ptr is accessed twice, once
// list. At this phase it is only a 'write' list.
if (Seen.insert(Ptr)) {
++NumReadWrites;
- Accesses.addStore(Ptr);
+
+ AliasAnalysis::Location Loc = AA->getLocation(ST);
+ // The TBAA metadata could have a control dependency on the predication
+ // condition, so we cannot rely on it when determining whether or not we
+ // need runtime pointer checks.
+ if (blockNeedsPredication(ST->getParent()))
+ Loc.AATags.TBAA = nullptr;
+
+ Accesses.addStore(Loc);
}
}
++NumReads;
IsReadOnlyPtr = true;
}
- Accesses.addLoad(Ptr, IsReadOnlyPtr);
+
+ AliasAnalysis::Location Loc = AA->getLocation(LD);
+ // The TBAA metadata could have a control dependency on the predication
+ // condition, so we cannot rely on it when determining whether or not we
+ // need runtime pointer checks.
+ if (blockNeedsPredication(LD->getParent()))
+ Loc.AATags.TBAA = nullptr;
+
+ Accesses.addLoad(Loc, IsReadOnlyPtr);
}
// If we write (or read-write) to a single destination and there are no
}
static bool hasMultipleUsesOf(Instruction *I,
- SmallPtrSet<Instruction *, 8> &Insts) {
+ SmallPtrSetImpl<Instruction *> &Insts) {
unsigned NumUses = 0;
for(User::op_iterator Use = I->op_begin(), E = I->op_end(); Use != E; ++Use) {
if (Insts.count(dyn_cast<Instruction>(*Use)))
return false;
}
-static bool areAllUsesIn(Instruction *I, SmallPtrSet<Instruction *, 8> &Set) {
+static bool areAllUsesIn(Instruction *I, SmallPtrSetImpl<Instruction *> &Set) {
for(User::op_iterator Use = I->op_begin(), E = I->op_end(); Use != E; ++Use)
if (!Set.count(dyn_cast<Instruction>(*Use)))
return false;
ReductionKind Kind,
ReductionInstDesc &Prev) {
bool FP = I->getType()->isFloatingPointTy();
- bool FastMath = (FP && I->isCommutative() && I->isAssociative());
+ bool FastMath = FP && I->hasUnsafeAlgebra();
switch (I->getOpcode()) {
default:
return ReductionInstDesc(false, I);
return ReductionInstDesc(Kind == RK_IntegerXor, I);
case Instruction::FMul:
return ReductionInstDesc(Kind == RK_FloatMult && FastMath, I);
+ case Instruction::FSub:
case Instruction::FAdd:
return ReductionInstDesc(Kind == RK_FloatAdd && FastMath, I);
case Instruction::FCmp:
}
bool LoopVectorizationLegality::blockCanBePredicated(BasicBlock *BB,
- SmallPtrSet<Value *, 8>& SafePtrs) {
+ SmallPtrSetImpl<Value *> &SafePtrs) {
for (BasicBlock::iterator it = BB->begin(), e = BB->end(); it != e; ++it) {
// We might be able to hoist the load.
if (it->mayReadFromMemory()) {
}
LoopVectorizationCostModel::VectorizationFactor
-LoopVectorizationCostModel::selectVectorizationFactor(bool OptForSize,
- unsigned UserVF,
- bool ForceVectorization) {
+LoopVectorizationCostModel::selectVectorizationFactor(bool OptForSize) {
// Width 1 means no vectorize
VectorizationFactor Factor = { 1U, 0U };
if (OptForSize && Legal->getRuntimePointerCheck()->Need) {
+ emitAnalysis(Report() << "runtime pointer checks needed. Enable vectorization of this loop with '#pragma clang loop vectorize(enable)' when compiling with -Os");
DEBUG(dbgs() << "LV: Aborting. Runtime ptr check is required in Os.\n");
return Factor;
}
if (!EnableCondStoresVectorization && Legal->NumPredStores) {
+ emitAnalysis(Report() << "store that is conditionally executed prevents vectorization");
DEBUG(dbgs() << "LV: No vectorization. There are conditional stores.\n");
return Factor;
}
// Find the trip count.
- unsigned TC = SE->getSmallConstantTripCount(TheLoop, TheLoop->getLoopLatch());
+ unsigned TC = SE->getSmallConstantTripCount(TheLoop);
DEBUG(dbgs() << "LV: Found trip count: " << TC << '\n');
unsigned WidestType = getWidestType();
if (OptForSize) {
// If we are unable to calculate the trip count then don't try to vectorize.
if (TC < 2) {
+ emitAnalysis(Report() << "unable to calculate the loop count due to complex control flow");
DEBUG(dbgs() << "LV: Aborting. A tail loop is required in Os.\n");
return Factor;
}
// If the trip count that we found modulo the vectorization factor is not
// zero then we require a tail.
if (VF < 2) {
+ emitAnalysis(Report() << "cannot optimize for size and vectorize at the same time. Enable vectorization of this loop with '#pragma clang loop vectorize(enable)' when compiling with -Os");
DEBUG(dbgs() << "LV: Aborting. A tail loop is required in Os.\n");
return Factor;
}
}
+ int UserVF = Hints->getWidth();
if (UserVF != 0) {
assert(isPowerOf2_32(UserVF) && "VF needs to be a power of two");
DEBUG(dbgs() << "LV: Using user VF " << UserVF << ".\n");
unsigned Width = 1;
DEBUG(dbgs() << "LV: Scalar loop costs: " << (int)ScalarCost << ".\n");
+ bool ForceVectorization = Hints->getForce() == LoopVectorizeHints::FK_Enabled;
// Ignore scalar width, because the user explicitly wants vectorization.
if (ForceVectorization && VF > 1) {
Width = 2;
for (BasicBlock::iterator it = BB->begin(), e = BB->end(); it != e; ++it) {
Type *T = it->getType();
+ // Ignore ephemeral values.
+ if (EphValues.count(it))
+ continue;
+
// Only examine Loads, Stores and PHINodes.
if (!isa<LoadInst>(it) && !isa<StoreInst>(it) && !isa<PHINode>(it))
continue;
unsigned
LoopVectorizationCostModel::selectUnrollFactor(bool OptForSize,
- unsigned UserUF,
unsigned VF,
unsigned LoopCost) {
// -- The unroll heuristics --
// We unroll the loop in order to expose ILP and reduce the loop overhead.
// There are many micro-architectural considerations that we can't predict
- // at this level. For example frontend pressure (on decode or fetch) due to
+ // at this level. For example, frontend pressure (on decode or fetch) due to
// code size, or the number and capabilities of the execution ports.
//
// We use the following heuristics to select the unroll factor:
- // 1. If the code has reductions the we unroll in order to break the cross
+ // 1. If the code has reductions, then we unroll in order to break the cross
// iteration dependency.
- // 2. If the loop is really small then we unroll in order to reduce the loop
+ // 2. If the loop is really small, then we unroll in order to reduce the loop
// overhead.
// 3. We don't unroll if we think that we will spill registers to memory due
// to the increased register pressure.
// Use the user preference, unless 'auto' is selected.
+ int UserUF = Hints->getInterleave();
if (UserUF != 0)
return UserUF;
- // When we optimize for size we don't unroll.
+ // When we optimize for size, we don't unroll.
if (OptForSize)
return 1;
return 1;
// Do not unroll loops with a relatively small trip count.
- unsigned TC = SE->getSmallConstantTripCount(TheLoop,
- TheLoop->getLoopLatch());
+ unsigned TC = SE->getSmallConstantTripCount(TheLoop);
if (TC > 1 && TC < TinyTripCountUnrollThreshold)
return 1;
std::max(1U, (R.MaxLocalUsers - 1)));
// Clamp the unroll factor ranges to reasonable factors.
- unsigned MaxUnrollSize = TTI.getMaximumUnrollFactor();
+ unsigned MaxInterleaveSize = TTI.getMaxInterleaveFactor();
// Check if the user has overridden the unroll max.
if (VF == 1) {
- if (ForceTargetMaxScalarUnrollFactor.getNumOccurrences() > 0)
- MaxUnrollSize = ForceTargetMaxScalarUnrollFactor;
+ if (ForceTargetMaxScalarInterleaveFactor.getNumOccurrences() > 0)
+ MaxInterleaveSize = ForceTargetMaxScalarInterleaveFactor;
} else {
- if (ForceTargetMaxVectorUnrollFactor.getNumOccurrences() > 0)
- MaxUnrollSize = ForceTargetMaxVectorUnrollFactor;
+ if (ForceTargetMaxVectorInterleaveFactor.getNumOccurrences() > 0)
+ MaxInterleaveSize = ForceTargetMaxVectorInterleaveFactor;
}
// If we did not calculate the cost for VF (because the user selected the VF)
// Clamp the calculated UF to be between the 1 and the max unroll factor
// that the target allows.
- if (UF > MaxUnrollSize)
- UF = MaxUnrollSize;
+ if (UF > MaxInterleaveSize)
+ UF = MaxInterleaveSize;
else if (UF < 1)
UF = 1;
unsigned StoresUF = UF / (Legal->NumStores ? Legal->NumStores : 1);
unsigned LoadsUF = UF / (Legal->NumLoads ? Legal->NumLoads : 1);
+ // If we have a scalar reduction (vector reductions are already dealt with
+ // by this point), we can increase the critical path length if the loop
+ // we're unrolling is inside another loop. Limit, by default to 2, so the
+ // critical path only gets increased by one reduction operation.
+ if (Legal->getReductionVars()->size() &&
+ TheLoop->getLoopDepth() > 1) {
+ unsigned F = static_cast<unsigned>(MaxNestedScalarReductionUF);
+ SmallUF = std::min(SmallUF, F);
+ StoresUF = std::min(StoresUF, F);
+ LoadsUF = std::min(LoadsUF, F);
+ }
+
if (EnableLoadStoreRuntimeUnroll && std::max(StoresUF, LoadsUF) > SmallUF) {
DEBUG(dbgs() << "LV: Unrolling to saturate store or load ports.\n");
return std::max(StoresUF, LoadsUF);
// Ignore instructions that are never used within the loop.
if (!Ends.count(I)) continue;
+ // Ignore ephemeral values.
+ if (EphValues.count(I))
+ continue;
+
// Remove all of the instructions that end at this location.
InstrList &List = TransposeEnds[i];
for (unsigned int j=0, e = List.size(); j < e; ++j)
if (isa<DbgInfoIntrinsic>(it))
continue;
+ // Ignore ephemeral values.
+ if (EphValues.count(it))
+ continue;
+
unsigned C = getInstructionCost(it, VF);
// Check if we should override the cost.
TargetTransformInfo::OK_AnyValue;
TargetTransformInfo::OperandValueKind Op2VK =
TargetTransformInfo::OK_AnyValue;
+ TargetTransformInfo::OperandValueProperties Op1VP =
+ TargetTransformInfo::OP_None;
+ TargetTransformInfo::OperandValueProperties Op2VP =
+ TargetTransformInfo::OP_None;
Value *Op2 = I->getOperand(1);
// Check for a splat of a constant or for a non uniform vector of constants.
- if (isa<ConstantInt>(Op2))
+ if (isa<ConstantInt>(Op2)) {
+ ConstantInt *CInt = cast<ConstantInt>(Op2);
+ if (CInt && CInt->getValue().isPowerOf2())
+ Op2VP = TargetTransformInfo::OP_PowerOf2;
Op2VK = TargetTransformInfo::OK_UniformConstantValue;
- else if (isa<ConstantVector>(Op2) || isa<ConstantDataVector>(Op2)) {
+ } else if (isa<ConstantVector>(Op2) || isa<ConstantDataVector>(Op2)) {
Op2VK = TargetTransformInfo::OK_NonUniformConstantValue;
- if (cast<Constant>(Op2)->getSplatValue() != nullptr)
+ Constant *SplatValue = cast<Constant>(Op2)->getSplatValue();
+ if (SplatValue) {
+ ConstantInt *CInt = dyn_cast<ConstantInt>(SplatValue);
+ if (CInt && CInt->getValue().isPowerOf2())
+ Op2VP = TargetTransformInfo::OP_PowerOf2;
Op2VK = TargetTransformInfo::OK_UniformConstantValue;
+ }
}
- return TTI.getArithmeticInstrCost(I->getOpcode(), VectorTy, Op1VK, Op2VK);
+ return TTI.getArithmeticInstrCost(I->getOpcode(), VectorTy, Op1VK, Op2VK,
+ Op1VP, Op2VP);
}
case Instruction::Select: {
SelectInst *SI = cast<SelectInst>(I);
static const char lv_name[] = "Loop Vectorization";
INITIALIZE_PASS_BEGIN(LoopVectorize, LV_NAME, lv_name, false, false)
INITIALIZE_AG_DEPENDENCY(TargetTransformInfo)
+INITIALIZE_AG_DEPENDENCY(AliasAnalysis)
+INITIALIZE_PASS_DEPENDENCY(AssumptionTracker)
INITIALIZE_PASS_DEPENDENCY(BlockFrequencyInfo)
INITIALIZE_PASS_DEPENDENCY(DominatorTreeWrapperPass)
INITIALIZE_PASS_DEPENDENCY(ScalarEvolution)
projects / oota-llvm.git / blobdiff