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Analysis
ScalarEvolution.cpp
//===- ScalarEvolution.cpp - Scalar Evolution Analysis ----------*- C++ -*-===// // // The LLVM Compiler Infrastructure // // This file is distributed under the University of Illinois Open Source // License. See LICENSE.TXT for details. // //===----------------------------------------------------------------------===// // // This file contains the implementation of the scalar evolution analysis // engine, which is used primarily to analyze expressions involving induction // variables in loops. // // There are several aspects to this library. First is the representation of // scalar expressions, which are represented as subclasses of the SCEV class. // These classes are used to represent certain types of subexpressions that we // can handle. We only create one SCEV of a particular shape, so // pointer-comparisons for equality are legal. // // One important aspect of the SCEV objects is that they are never cyclic, even // if there is a cycle in the dataflow for an expression (ie, a PHI node). If // the PHI node is one of the idioms that we can represent (e.g., a polynomial // recurrence) then we represent it directly as a recurrence node, otherwise we // represent it as a SCEVUnknown node. // // In addition to being able to represent expressions of various types, we also // have folders that are used to build the *canonical* representation for a // particular expression. These folders are capable of using a variety of // rewrite rules to simplify the expressions. // // Once the folders are defined, we can implement the more interesting // higher-level code, such as the code that recognizes PHI nodes of various // types, computes the execution count of a loop, etc. // // TODO: We should use these routines and value representations to implement // dependence analysis! // //===----------------------------------------------------------------------===// // // There are several good references for the techniques used in this analysis. // // Chains of recurrences -- a method to expedite the evaluation // of closed-form functions // Olaf Bachmann, Paul S. Wang, Eugene V. Zima // // On computational properties of chains of recurrences // Eugene V. Zima // // Symbolic Evaluation of Chains of Recurrences for Loop Optimization // Robert A. van Engelen // // Efficient Symbolic Analysis for Optimizing Compilers // Robert A. van Engelen // // Using the chains of recurrences algebra for data dependence testing and // induction variable substitution // MS Thesis, Johnie Birch // //===----------------------------------------------------------------------===// #define DEBUG_TYPE "scalar-evolution" #include "llvm/Analysis/ScalarEvolutionExpressions.h" #include "llvm/Constants.h" #include "llvm/DerivedTypes.h" #include "llvm/GlobalVariable.h" #include "llvm/GlobalAlias.h" #include "llvm/Instructions.h" #include "llvm/LLVMContext.h" #include "llvm/Operator.h" #include "llvm/Analysis/ConstantFolding.h" #include "llvm/Analysis/Dominators.h" #include "llvm/Analysis/InstructionSimplify.h" #include "llvm/Analysis/LoopInfo.h" #include "llvm/Analysis/ValueTracking.h" #include "llvm/Assembly/Writer.h" #include "llvm/Target/TargetData.h" #include "llvm/Support/CommandLine.h" #include "llvm/Support/ConstantRange.h" #include "llvm/Support/Debug.h" #include "llvm/Support/ErrorHandling.h" #include "llvm/Support/GetElementPtrTypeIterator.h" #include "llvm/Support/InstIterator.h" #include "llvm/Support/MathExtras.h" #include "llvm/Support/raw_ostream.h" #include "llvm/ADT/Statistic.h" #include "llvm/ADT/STLExtras.h" #include "llvm/ADT/SmallPtrSet.h" #include
using namespace llvm; STATISTIC(NumArrayLenItCounts, "Number of trip counts computed with array length"); STATISTIC(NumTripCountsComputed, "Number of loops with predictable loop counts"); STATISTIC(NumTripCountsNotComputed, "Number of loops without predictable loop counts"); STATISTIC(NumBruteForceTripCountsComputed, "Number of loops with trip counts computed by force"); static cl::opt
MaxBruteForceIterations("scalar-evolution-max-iterations", cl::ReallyHidden, cl::desc("Maximum number of iterations SCEV will " "symbolically execute a constant " "derived loop"), cl::init(100)); INITIALIZE_PASS_BEGIN(ScalarEvolution, "scalar-evolution", "Scalar Evolution Analysis", false, true) INITIALIZE_PASS_DEPENDENCY(LoopInfo) INITIALIZE_PASS_DEPENDENCY(DominatorTree) INITIALIZE_PASS_END(ScalarEvolution, "scalar-evolution", "Scalar Evolution Analysis", false, true) char ScalarEvolution::ID = 0; //===----------------------------------------------------------------------===// // SCEV class definitions //===----------------------------------------------------------------------===// //===----------------------------------------------------------------------===// // Implementation of the SCEV class. // void SCEV::dump() const { print(dbgs()); dbgs() << '\n'; } void SCEV::print(raw_ostream &OS) const { switch (getSCEVType()) { case scConstant: WriteAsOperand(OS, cast
(this)->getValue(), false); return; case scTruncate: { const SCEVTruncateExpr *Trunc = cast
(this); const SCEV *Op = Trunc->getOperand(); OS << "(trunc " << *Op->getType() << " " << *Op << " to " << *Trunc->getType() << ")"; return; } case scZeroExtend: { const SCEVZeroExtendExpr *ZExt = cast
(this); const SCEV *Op = ZExt->getOperand(); OS << "(zext " << *Op->getType() << " " << *Op << " to " << *ZExt->getType() << ")"; return; } case scSignExtend: { const SCEVSignExtendExpr *SExt = cast
(this); const SCEV *Op = SExt->getOperand(); OS << "(sext " << *Op->getType() << " " << *Op << " to " << *SExt->getType() << ")"; return; } case scAddRecExpr: { const SCEVAddRecExpr *AR = cast
(this); OS << "{" << *AR->getOperand(0); for (unsigned i = 1, e = AR->getNumOperands(); i != e; ++i) OS << ",+," << *AR->getOperand(i); OS << "}<"; if (AR->getNoWrapFlags(FlagNUW)) OS << "nuw><"; if (AR->getNoWrapFlags(FlagNSW)) OS << "nsw><"; if (AR->getNoWrapFlags(FlagNW) && !AR->getNoWrapFlags((NoWrapFlags)(FlagNUW | FlagNSW))) OS << "nw><"; WriteAsOperand(OS, AR->getLoop()->getHeader(), /*PrintType=*/false); OS << ">"; return; } case scAddExpr: case scMulExpr: case scUMaxExpr: case scSMaxExpr: { const SCEVNAryExpr *NAry = cast
(this); const char *OpStr = 0; switch (NAry->getSCEVType()) { case scAddExpr: OpStr = " + "; break; case scMulExpr: OpStr = " * "; break; case scUMaxExpr: OpStr = " umax "; break; case scSMaxExpr: OpStr = " smax "; break; } OS << "("; for (SCEVNAryExpr::op_iterator I = NAry->op_begin(), E = NAry->op_end(); I != E; ++I) { OS << **I; if (llvm::next(I) != E) OS << OpStr; } OS << ")"; return; } case scUDivExpr: { const SCEVUDivExpr *UDiv = cast
(this); OS << "(" << *UDiv->getLHS() << " /u " << *UDiv->getRHS() << ")"; return; } case scUnknown: { const SCEVUnknown *U = cast
(this); Type *AllocTy; if (U->isSizeOf(AllocTy)) { OS << "sizeof(" << *AllocTy << ")"; return; } if (U->isAlignOf(AllocTy)) { OS << "alignof(" << *AllocTy << ")"; return; } Type *CTy; Constant *FieldNo; if (U->isOffsetOf(CTy, FieldNo)) { OS << "offsetof(" << *CTy << ", "; WriteAsOperand(OS, FieldNo, false); OS << ")"; return; } // Otherwise just print it normally. WriteAsOperand(OS, U->getValue(), false); return; } case scCouldNotCompute: OS << "***COULDNOTCOMPUTE***"; return; default: break; } llvm_unreachable("Unknown SCEV kind!"); } Type *SCEV::getType() const { switch (getSCEVType()) { case scConstant: return cast
(this)->getType(); case scTruncate: case scZeroExtend: case scSignExtend: return cast
(this)->getType(); case scAddRecExpr: case scMulExpr: case scUMaxExpr: case scSMaxExpr: return cast
(this)->getType(); case scAddExpr: return cast
(this)->getType(); case scUDivExpr: return cast
(this)->getType(); case scUnknown: return cast
(this)->getType(); case scCouldNotCompute: llvm_unreachable("Attempt to use a SCEVCouldNotCompute object!"); return 0; default: break; } llvm_unreachable("Unknown SCEV kind!"); return 0; } bool SCEV::isZero() const { if (const SCEVConstant *SC = dyn_cast
(this)) return SC->getValue()->isZero(); return false; } bool SCEV::isOne() const { if (const SCEVConstant *SC = dyn_cast
(this)) return SC->getValue()->isOne(); return false; } bool SCEV::isAllOnesValue() const { if (const SCEVConstant *SC = dyn_cast
(this)) return SC->getValue()->isAllOnesValue(); return false; } SCEVCouldNotCompute::SCEVCouldNotCompute() : SCEV(FoldingSetNodeIDRef(), scCouldNotCompute) {} bool SCEVCouldNotCompute::classof(const SCEV *S) { return S->getSCEVType() == scCouldNotCompute; } const SCEV *ScalarEvolution::getConstant(ConstantInt *V) { FoldingSetNodeID ID; ID.AddInteger(scConstant); ID.AddPointer(V); void *IP = 0; if (const SCEV *S = UniqueSCEVs.FindNodeOrInsertPos(ID, IP)) return S; SCEV *S = new (SCEVAllocator) SCEVConstant(ID.Intern(SCEVAllocator), V); UniqueSCEVs.InsertNode(S, IP); return S; } const SCEV *ScalarEvolution::getConstant(const APInt& Val) { return getConstant(ConstantInt::get(getContext(), Val)); } const SCEV * ScalarEvolution::getConstant(Type *Ty, uint64_t V, bool isSigned) { IntegerType *ITy = cast
(getEffectiveSCEVType(Ty)); return getConstant(ConstantInt::get(ITy, V, isSigned)); } SCEVCastExpr::SCEVCastExpr(const FoldingSetNodeIDRef ID, unsigned SCEVTy, const SCEV *op, Type *ty) : SCEV(ID, SCEVTy), Op(op), Ty(ty) {} SCEVTruncateExpr::SCEVTruncateExpr(const FoldingSetNodeIDRef ID, const SCEV *op, Type *ty) : SCEVCastExpr(ID, scTruncate, op, ty) { assert((Op->getType()->isIntegerTy() || Op->getType()->isPointerTy()) && (Ty->isIntegerTy() || Ty->isPointerTy()) && "Cannot truncate non-integer value!"); } SCEVZeroExtendExpr::SCEVZeroExtendExpr(const FoldingSetNodeIDRef ID, const SCEV *op, Type *ty) : SCEVCastExpr(ID, scZeroExtend, op, ty) { assert((Op->getType()->isIntegerTy() || Op->getType()->isPointerTy()) && (Ty->isIntegerTy() || Ty->isPointerTy()) && "Cannot zero extend non-integer value!"); } SCEVSignExtendExpr::SCEVSignExtendExpr(const FoldingSetNodeIDRef ID, const SCEV *op, Type *ty) : SCEVCastExpr(ID, scSignExtend, op, ty) { assert((Op->getType()->isIntegerTy() || Op->getType()->isPointerTy()) && (Ty->isIntegerTy() || Ty->isPointerTy()) && "Cannot sign extend non-integer value!"); } void SCEVUnknown::deleted() { // Clear this SCEVUnknown from various maps. SE->forgetMemoizedResults(this); // Remove this SCEVUnknown from the uniquing map. SE->UniqueSCEVs.RemoveNode(this); // Release the value. setValPtr(0); } void SCEVUnknown::allUsesReplacedWith(Value *New) { // Clear this SCEVUnknown from various maps. SE->forgetMemoizedResults(this); // Remove this SCEVUnknown from the uniquing map. SE->UniqueSCEVs.RemoveNode(this); // Update this SCEVUnknown to point to the new value. This is needed // because there may still be outstanding SCEVs which still point to // this SCEVUnknown. setValPtr(New); } bool SCEVUnknown::isSizeOf(Type *&AllocTy) const { if (ConstantExpr *VCE = dyn_cast
(getValue())) if (VCE->getOpcode() == Instruction::PtrToInt) if (ConstantExpr *CE = dyn_cast
(VCE->getOperand(0))) if (CE->getOpcode() == Instruction::GetElementPtr && CE->getOperand(0)->isNullValue() && CE->getNumOperands() == 2) if (ConstantInt *CI = dyn_cast
(CE->getOperand(1))) if (CI->isOne()) { AllocTy = cast
(CE->getOperand(0)->getType()) ->getElementType(); return true; } return false; } bool SCEVUnknown::isAlignOf(Type *&AllocTy) const { if (ConstantExpr *VCE = dyn_cast
(getValue())) if (VCE->getOpcode() == Instruction::PtrToInt) if (ConstantExpr *CE = dyn_cast
(VCE->getOperand(0))) if (CE->getOpcode() == Instruction::GetElementPtr && CE->getOperand(0)->isNullValue()) { Type *Ty = cast
(CE->getOperand(0)->getType())->getElementType(); if (StructType *STy = dyn_cast
(Ty)) if (!STy->isPacked() && CE->getNumOperands() == 3 && CE->getOperand(1)->isNullValue()) { if (ConstantInt *CI = dyn_cast
(CE->getOperand(2))) if (CI->isOne() && STy->getNumElements() == 2 && STy->getElementType(0)->isIntegerTy(1)) { AllocTy = STy->getElementType(1); return true; } } } return false; } bool SCEVUnknown::isOffsetOf(Type *&CTy, Constant *&FieldNo) const { if (ConstantExpr *VCE = dyn_cast
(getValue())) if (VCE->getOpcode() == Instruction::PtrToInt) if (ConstantExpr *CE = dyn_cast
(VCE->getOperand(0))) if (CE->getOpcode() == Instruction::GetElementPtr && CE->getNumOperands() == 3 && CE->getOperand(0)->isNullValue() && CE->getOperand(1)->isNullValue()) { Type *Ty = cast
(CE->getOperand(0)->getType())->getElementType(); // Ignore vector types here so that ScalarEvolutionExpander doesn't // emit getelementptrs that index into vectors. if (Ty->isStructTy() || Ty->isArrayTy()) { CTy = Ty; FieldNo = CE->getOperand(2); return true; } } return false; } //===----------------------------------------------------------------------===// // SCEV Utilities //===----------------------------------------------------------------------===// namespace { /// SCEVComplexityCompare - Return true if the complexity of the LHS is less /// than the complexity of the RHS. This comparator is used to canonicalize /// expressions. class SCEVComplexityCompare { const LoopInfo *const LI; public: explicit SCEVComplexityCompare(const LoopInfo *li) : LI(li) {} // Return true or false if LHS is less than, or at least RHS, respectively. bool operator()(const SCEV *LHS, const SCEV *RHS) const { return compare(LHS, RHS) < 0; } // Return negative, zero, or positive, if LHS is less than, equal to, or // greater than RHS, respectively. A three-way result allows recursive // comparisons to be more efficient. int compare(const SCEV *LHS, const SCEV *RHS) const { // Fast-path: SCEVs are uniqued so we can do a quick equality check. if (LHS == RHS) return 0; // Primarily, sort the SCEVs by their getSCEVType(). unsigned LType = LHS->getSCEVType(), RType = RHS->getSCEVType(); if (LType != RType) return (int)LType - (int)RType; // Aside from the getSCEVType() ordering, the particular ordering // isn't very important except that it's beneficial to be consistent, // so that (a + b) and (b + a) don't end up as different expressions. switch (LType) { case scUnknown: { const SCEVUnknown *LU = cast
(LHS); const SCEVUnknown *RU = cast
(RHS); // Sort SCEVUnknown values with some loose heuristics. TODO: This is // not as complete as it could be. const Value *LV = LU->getValue(), *RV = RU->getValue(); // Order pointer values after integer values. This helps SCEVExpander // form GEPs. bool LIsPointer = LV->getType()->isPointerTy(), RIsPointer = RV->getType()->isPointerTy(); if (LIsPointer != RIsPointer) return (int)LIsPointer - (int)RIsPointer; // Compare getValueID values. unsigned LID = LV->getValueID(), RID = RV->getValueID(); if (LID != RID) return (int)LID - (int)RID; // Sort arguments by their position. if (const Argument *LA = dyn_cast
(LV)) { const Argument *RA = cast
(RV); unsigned LArgNo = LA->getArgNo(), RArgNo = RA->getArgNo(); return (int)LArgNo - (int)RArgNo; } // For instructions, compare their loop depth, and their operand // count. This is pretty loose. if (const Instruction *LInst = dyn_cast
(LV)) { const Instruction *RInst = cast
(RV); // Compare loop depths. const BasicBlock *LParent = LInst->getParent(), *RParent = RInst->getParent(); if (LParent != RParent) { unsigned LDepth = LI->getLoopDepth(LParent), RDepth = LI->getLoopDepth(RParent); if (LDepth != RDepth) return (int)LDepth - (int)RDepth; } // Compare the number of operands. unsigned LNumOps = LInst->getNumOperands(), RNumOps = RInst->getNumOperands(); return (int)LNumOps - (int)RNumOps; } return 0; } case scConstant: { const SCEVConstant *LC = cast
(LHS); const SCEVConstant *RC = cast
(RHS); // Compare constant values. const APInt &LA = LC->getValue()->getValue(); const APInt &RA = RC->getValue()->getValue(); unsigned LBitWidth = LA.getBitWidth(), RBitWidth = RA.getBitWidth(); if (LBitWidth != RBitWidth) return (int)LBitWidth - (int)RBitWidth; return LA.ult(RA) ? -1 : 1; } case scAddRecExpr: { const SCEVAddRecExpr *LA = cast
(LHS); const SCEVAddRecExpr *RA = cast
(RHS); // Compare addrec loop depths. const Loop *LLoop = LA->getLoop(), *RLoop = RA->getLoop(); if (LLoop != RLoop) { unsigned LDepth = LLoop->getLoopDepth(), RDepth = RLoop->getLoopDepth(); if (LDepth != RDepth) return (int)LDepth - (int)RDepth; } // Addrec complexity grows with operand count. unsigned LNumOps = LA->getNumOperands(), RNumOps = RA->getNumOperands(); if (LNumOps != RNumOps) return (int)LNumOps - (int)RNumOps; // Lexicographically compare. for (unsigned i = 0; i != LNumOps; ++i) { long X = compare(LA->getOperand(i), RA->getOperand(i)); if (X != 0) return X; } return 0; } case scAddExpr: case scMulExpr: case scSMaxExpr: case scUMaxExpr: { const SCEVNAryExpr *LC = cast
(LHS); const SCEVNAryExpr *RC = cast
(RHS); // Lexicographically compare n-ary expressions. unsigned LNumOps = LC->getNumOperands(), RNumOps = RC->getNumOperands(); for (unsigned i = 0; i != LNumOps; ++i) { if (i >= RNumOps) return 1; long X = compare(LC->getOperand(i), RC->getOperand(i)); if (X != 0) return X; } return (int)LNumOps - (int)RNumOps; } case scUDivExpr: { const SCEVUDivExpr *LC = cast
(LHS); const SCEVUDivExpr *RC = cast
(RHS); // Lexicographically compare udiv expressions. long X = compare(LC->getLHS(), RC->getLHS()); if (X != 0) return X; return compare(LC->getRHS(), RC->getRHS()); } case scTruncate: case scZeroExtend: case scSignExtend: { const SCEVCastExpr *LC = cast
(LHS); const SCEVCastExpr *RC = cast
(RHS); // Compare cast expressions by operand. return compare(LC->getOperand(), RC->getOperand()); } default: break; } llvm_unreachable("Unknown SCEV kind!"); return 0; } }; } /// GroupByComplexity - Given a list of SCEV objects, order them by their /// complexity, and group objects of the same complexity together by value. /// When this routine is finished, we know that any duplicates in the vector are /// consecutive and that complexity is monotonically increasing. /// /// Note that we go take special precautions to ensure that we get deterministic /// results from this routine. In other words, we don't want the results of /// this to depend on where the addresses of various SCEV objects happened to /// land in memory. /// static void GroupByComplexity(SmallVectorImpl
&Ops, LoopInfo *LI) { if (Ops.size() < 2) return; // Noop if (Ops.size() == 2) { // This is the common case, which also happens to be trivially simple. // Special case it. const SCEV *&LHS = Ops[0], *&RHS = Ops[1]; if (SCEVComplexityCompare(LI)(RHS, LHS)) std::swap(LHS, RHS); return; } // Do the rough sort by complexity. std::stable_sort(Ops.begin(), Ops.end(), SCEVComplexityCompare(LI)); // Now that we are sorted by complexity, group elements of the same // complexity. Note that this is, at worst, N^2, but the vector is likely to // be extremely short in practice. Note that we take this approach because we // do not want to depend on the addresses of the objects we are grouping. for (unsigned i = 0, e = Ops.size(); i != e-2; ++i) { const SCEV *S = Ops[i]; unsigned Complexity = S->getSCEVType(); // If there are any objects of the same complexity and same value as this // one, group them. for (unsigned j = i+1; j != e && Ops[j]->getSCEVType() == Complexity; ++j) { if (Ops[j] == S) { // Found a duplicate. // Move it to immediately after i'th element. std::swap(Ops[i+1], Ops[j]); ++i; // no need to rescan it. if (i == e-2) return; // Done! } } } } //===----------------------------------------------------------------------===// // Simple SCEV method implementations //===----------------------------------------------------------------------===// /// BinomialCoefficient - Compute BC(It, K). The result has width W. /// Assume, K > 0. static const SCEV *BinomialCoefficient(const SCEV *It, unsigned K, ScalarEvolution &SE, Type *ResultTy) { // Handle the simplest case efficiently. if (K == 1) return SE.getTruncateOrZeroExtend(It, ResultTy); // We are using the following formula for BC(It, K): // // BC(It, K) = (It * (It - 1) * ... * (It - K + 1)) / K! // // Suppose, W is the bitwidth of the return value. We must be prepared for // overflow. Hence, we must assure that the result of our computation is // equal to the accurate one modulo 2^W. Unfortunately, division isn't // safe in modular arithmetic. // // However, this code doesn't use exactly that formula; the formula it uses // is something like the following, where T is the number of factors of 2 in // K! (i.e. trailing zeros in the binary representation of K!), and ^ is // exponentiation: // // BC(It, K) = (It * (It - 1) * ... * (It - K + 1)) / 2^T / (K! / 2^T) // // This formula is trivially equivalent to the previous formula. However, // this formula can be implemented much more efficiently. The trick is that // K! / 2^T is odd, and exact division by an odd number *is* safe in modular // arithmetic. To do exact division in modular arithmetic, all we have // to do is multiply by the inverse. Therefore, this step can be done at // width W. // // The next issue is how to safely do the division by 2^T. The way this // is done is by doing the multiplication step at a width of at least W + T // bits. This way, the bottom W+T bits of the product are accurate. Then, // when we perform the division by 2^T (which is equivalent to a right shift // by T), the bottom W bits are accurate. Extra bits are okay; they'll get // truncated out after the division by 2^T. // // In comparison to just directly using the first formula, this technique // is much more efficient; using the first formula requires W * K bits, // but this formula less than W + K bits. Also, the first formula requires // a division step, whereas this formula only requires multiplies and shifts. // // It doesn't matter whether the subtraction step is done in the calculation // width or the input iteration count's width; if the subtraction overflows, // the result must be zero anyway. We prefer here to do it in the width of // the induction variable because it helps a lot for certain cases; CodeGen // isn't smart enough to ignore the overflow, which leads to much less // efficient code if the width of the subtraction is wider than the native // register width. // // (It's possible to not widen at all by pulling out factors of 2 before // the multiplication; for example, K=2 can be calculated as // It/2*(It+(It*INT_MIN/INT_MIN)+-1). However, it requires // extra arithmetic, so it's not an obvious win, and it gets // much more complicated for K > 3.) // Protection from insane SCEVs; this bound is conservative, // but it probably doesn't matter. if (K > 1000) return SE.getCouldNotCompute(); unsigned W = SE.getTypeSizeInBits(ResultTy); // Calculate K! / 2^T and T; we divide out the factors of two before // multiplying for calculating K! / 2^T to avoid overflow. // Other overflow doesn't matter because we only care about the bottom // W bits of the result. APInt OddFactorial(W, 1); unsigned T = 1; for (unsigned i = 3; i <= K; ++i) { APInt Mult(W, i); unsigned TwoFactors = Mult.countTrailingZeros(); T += TwoFactors; Mult = Mult.lshr(TwoFactors); OddFactorial *= Mult; } // We need at least W + T bits for the multiplication step unsigned CalculationBits = W + T; // Calculate 2^T, at width T+W. APInt DivFactor = APInt(CalculationBits, 1).shl(T); // Calculate the multiplicative inverse of K! / 2^T; // this multiplication factor will perform the exact division by // K! / 2^T. APInt Mod = APInt::getSignedMinValue(W+1); APInt MultiplyFactor = OddFactorial.zext(W+1); MultiplyFactor = MultiplyFactor.multiplicativeInverse(Mod); MultiplyFactor = MultiplyFactor.trunc(W); // Calculate the product, at width T+W IntegerType *CalculationTy = IntegerType::get(SE.getContext(), CalculationBits); const SCEV *Dividend = SE.getTruncateOrZeroExtend(It, CalculationTy); for (unsigned i = 1; i != K; ++i) { const SCEV *S = SE.getMinusSCEV(It, SE.getConstant(It->getType(), i)); Dividend = SE.getMulExpr(Dividend, SE.getTruncateOrZeroExtend(S, CalculationTy)); } // Divide by 2^T const SCEV *DivResult = SE.getUDivExpr(Dividend, SE.getConstant(DivFactor)); // Truncate the result, and divide by K! / 2^T. return SE.getMulExpr(SE.getConstant(MultiplyFactor), SE.getTruncateOrZeroExtend(DivResult, ResultTy)); } /// evaluateAtIteration - Return the value of this chain of recurrences at /// the specified iteration number. We can evaluate this recurrence by /// multiplying each element in the chain by the binomial coefficient /// corresponding to it. In other words, we can evaluate {A,+,B,+,C,+,D} as: /// /// A*BC(It, 0) + B*BC(It, 1) + C*BC(It, 2) + D*BC(It, 3) /// /// where BC(It, k) stands for binomial coefficient. /// const SCEV *SCEVAddRecExpr::evaluateAtIteration(const SCEV *It, ScalarEvolution &SE) const { const SCEV *Result = getStart(); for (unsigned i = 1, e = getNumOperands(); i != e; ++i) { // The computation is correct in the face of overflow provided that the // multiplication is performed _after_ the evaluation of the binomial // coefficient. const SCEV *Coeff = BinomialCoefficient(It, i, SE, getType()); if (isa
(Coeff)) return Coeff; Result = SE.getAddExpr(Result, SE.getMulExpr(getOperand(i), Coeff)); } return Result; } //===----------------------------------------------------------------------===// // SCEV Expression folder implementations //===----------------------------------------------------------------------===// const SCEV *ScalarEvolution::getTruncateExpr(const SCEV *Op, Type *Ty) { assert(getTypeSizeInBits(Op->getType()) > getTypeSizeInBits(Ty) && "This is not a truncating conversion!"); assert(isSCEVable(Ty) && "This is not a conversion to a SCEVable type!"); Ty = getEffectiveSCEVType(Ty); FoldingSetNodeID ID; ID.AddInteger(scTruncate); ID.AddPointer(Op); ID.AddPointer(Ty); void *IP = 0; if (const SCEV *S = UniqueSCEVs.FindNodeOrInsertPos(ID, IP)) return S; // Fold if the operand is constant. if (const SCEVConstant *SC = dyn_cast
(Op)) return getConstant( cast
(ConstantExpr::getTrunc(SC->getValue(), getEffectiveSCEVType(Ty)))); // trunc(trunc(x)) --> trunc(x) if (const SCEVTruncateExpr *ST = dyn_cast
(Op)) return getTruncateExpr(ST->getOperand(), Ty); // trunc(sext(x)) --> sext(x) if widening or trunc(x) if narrowing if (const SCEVSignExtendExpr *SS = dyn_cast
(Op)) return getTruncateOrSignExtend(SS->getOperand(), Ty); // trunc(zext(x)) --> zext(x) if widening or trunc(x) if narrowing if (const SCEVZeroExtendExpr *SZ = dyn_cast
(Op)) return getTruncateOrZeroExtend(SZ->getOperand(), Ty); // trunc(x1+x2+...+xN) --> trunc(x1)+trunc(x2)+...+trunc(xN) if we can // eliminate all the truncates. if (const SCEVAddExpr *SA = dyn_cast
(Op)) { SmallVector
Operands; bool hasTrunc = false; for (unsigned i = 0, e = SA->getNumOperands(); i != e && !hasTrunc; ++i) { const SCEV *S = getTruncateExpr(SA->getOperand(i), Ty); hasTrunc = isa
(S); Operands.push_back(S); } if (!hasTrunc) return getAddExpr(Operands); UniqueSCEVs.FindNodeOrInsertPos(ID, IP); // Mutates IP, returns NULL. } // trunc(x1*x2*...*xN) --> trunc(x1)*trunc(x2)*...*trunc(xN) if we can // eliminate all the truncates. if (const SCEVMulExpr *SM = dyn_cast
(Op)) { SmallVector
Operands; bool hasTrunc = false; for (unsigned i = 0, e = SM->getNumOperands(); i != e && !hasTrunc; ++i) { const SCEV *S = getTruncateExpr(SM->getOperand(i), Ty); hasTrunc = isa
(S); Operands.push_back(S); } if (!hasTrunc) return getMulExpr(Operands); UniqueSCEVs.FindNodeOrInsertPos(ID, IP); // Mutates IP, returns NULL. } // If the input value is a chrec scev, truncate the chrec's operands. if (const SCEVAddRecExpr *AddRec = dyn_cast
(Op)) { SmallVector
Operands; for (unsigned i = 0, e = AddRec->getNumOperands(); i != e; ++i) Operands.push_back(getTruncateExpr(AddRec->getOperand(i), Ty)); return getAddRecExpr(Operands, AddRec->getLoop(), SCEV::FlagAnyWrap); } // As a special case, fold trunc(undef) to undef. We don't want to // know too much about SCEVUnknowns, but this special case is handy // and harmless. if (const SCEVUnknown *U = dyn_cast
(Op)) if (isa
(U->getValue())) return getSCEV(UndefValue::get(Ty)); // The cast wasn't folded; create an explicit cast node. We can reuse // the existing insert position since if we get here, we won't have // made any changes which would invalidate it. SCEV *S = new (SCEVAllocator) SCEVTruncateExpr(ID.Intern(SCEVAllocator), Op, Ty); UniqueSCEVs.InsertNode(S, IP); return S; } const SCEV *ScalarEvolution::getZeroExtendExpr(const SCEV *Op, Type *Ty) { assert(getTypeSizeInBits(Op->getType()) < getTypeSizeInBits(Ty) && "This is not an extending conversion!"); assert(isSCEVable(Ty) && "This is not a conversion to a SCEVable type!"); Ty = getEffectiveSCEVType(Ty); // Fold if the operand is constant. if (const SCEVConstant *SC = dyn_cast
(Op)) return getConstant( cast
(ConstantExpr::getZExt(SC->getValue(), getEffectiveSCEVType(Ty)))); // zext(zext(x)) --> zext(x) if (const SCEVZeroExtendExpr *SZ = dyn_cast
(Op)) return getZeroExtendExpr(SZ->getOperand(), Ty); // Before doing any expensive analysis, check to see if we've already // computed a SCEV for this Op and Ty. FoldingSetNodeID ID; ID.AddInteger(scZeroExtend); ID.AddPointer(Op); ID.AddPointer(Ty); void *IP = 0; if (const SCEV *S = UniqueSCEVs.FindNodeOrInsertPos(ID, IP)) return S; // zext(trunc(x)) --> zext(x) or x or trunc(x) if (const SCEVTruncateExpr *ST = dyn_cast
(Op)) { // It's possible the bits taken off by the truncate were all zero bits. If // so, we should be able to simplify this further. const SCEV *X = ST->getOperand(); ConstantRange CR = getUnsignedRange(X); unsigned TruncBits = getTypeSizeInBits(ST->getType()); unsigned NewBits = getTypeSizeInBits(Ty); if (CR.truncate(TruncBits).zeroExtend(NewBits).contains( CR.zextOrTrunc(NewBits))) return getTruncateOrZeroExtend(X, Ty); } // If the input value is a chrec scev, and we can prove that the value // did not overflow the old, smaller, value, we can zero extend all of the // operands (often constants). This allows analysis of something like // this: for (unsigned char X = 0; X < 100; ++X) { int Y = X; } if (const SCEVAddRecExpr *AR = dyn_cast
(Op)) if (AR->isAffine()) { const SCEV *Start = AR->getStart(); const SCEV *Step = AR->getStepRecurrence(*this); unsigned BitWidth = getTypeSizeInBits(AR->getType()); const Loop *L = AR->getLoop(); // If we have special knowledge that this addrec won't overflow, // we don't need to do any further analysis. if (AR->getNoWrapFlags(SCEV::FlagNUW)) return getAddRecExpr(getZeroExtendExpr(Start, Ty), getZeroExtendExpr(Step, Ty), L, AR->getNoWrapFlags()); // Check whether the backedge-taken count is SCEVCouldNotCompute. // Note that this serves two purposes: It filters out loops that are // simply not analyzable, and it covers the case where this code is // being called from within backedge-taken count analysis, such that // attempting to ask for the backedge-taken count would likely result // in infinite recursion. In the later case, the analysis code will // cope with a conservative value, and it will take care to purge // that value once it has finished. const SCEV *MaxBECount = getMaxBackedgeTakenCount(L); if (!isa
(MaxBECount)) { // Manually compute the final value for AR, checking for // overflow. // Check whether the backedge-taken count can be losslessly casted to // the addrec's type. The count is always unsigned. const SCEV *CastedMaxBECount = getTruncateOrZeroExtend(MaxBECount, Start->getType()); const SCEV *RecastedMaxBECount = getTruncateOrZeroExtend(CastedMaxBECount, MaxBECount->getType()); if (MaxBECount == RecastedMaxBECount) { Type *WideTy = IntegerType::get(getContext(), BitWidth * 2); // Check whether Start+Step*MaxBECount has no unsigned overflow. const SCEV *ZMul = getMulExpr(CastedMaxBECount, Step); const SCEV *Add = getAddExpr(Start, ZMul); const SCEV *OperandExtendedAdd = getAddExpr(getZeroExtendExpr(Start, WideTy), getMulExpr(getZeroExtendExpr(CastedMaxBECount, WideTy), getZeroExtendExpr(Step, WideTy))); if (getZeroExtendExpr(Add, WideTy) == OperandExtendedAdd) { // Cache knowledge of AR NUW, which is propagated to this AddRec. const_cast
(AR)->setNoWrapFlags(SCEV::FlagNUW); // Return the expression with the addrec on the outside. return getAddRecExpr(getZeroExtendExpr(Start, Ty), getZeroExtendExpr(Step, Ty), L, AR->getNoWrapFlags()); } // Similar to above, only this time treat the step value as signed. // This covers loops that count down. const SCEV *SMul = getMulExpr(CastedMaxBECount, Step); Add = getAddExpr(Start, SMul); OperandExtendedAdd = getAddExpr(getZeroExtendExpr(Start, WideTy), getMulExpr(getZeroExtendExpr(CastedMaxBECount, WideTy), getSignExtendExpr(Step, WideTy))); if (getZeroExtendExpr(Add, WideTy) == OperandExtendedAdd) { // Cache knowledge of AR NW, which is propagated to this AddRec. // Negative step causes unsigned wrap, but it still can't self-wrap. const_cast
(AR)->setNoWrapFlags(SCEV::FlagNW); // Return the expression with the addrec on the outside. return getAddRecExpr(getZeroExtendExpr(Start, Ty), getSignExtendExpr(Step, Ty), L, AR->getNoWrapFlags()); } } // If the backedge is guarded by a comparison with the pre-inc value // the addrec is safe. Also, if the entry is guarded by a comparison // with the start value and the backedge is guarded by a comparison // with the post-inc value, the addrec is safe. if (isKnownPositive(Step)) { const SCEV *N = getConstant(APInt::getMinValue(BitWidth) - getUnsignedRange(Step).getUnsignedMax()); if (isLoopBackedgeGuardedByCond(L, ICmpInst::ICMP_ULT, AR, N) || (isLoopEntryGuardedByCond(L, ICmpInst::ICMP_ULT, Start, N) && isLoopBackedgeGuardedByCond(L, ICmpInst::ICMP_ULT, AR->getPostIncExpr(*this), N))) { // Cache knowledge of AR NUW, which is propagated to this AddRec. const_cast
(AR)->setNoWrapFlags(SCEV::FlagNUW); // Return the expression with the addrec on the outside. return getAddRecExpr(getZeroExtendExpr(Start, Ty), getZeroExtendExpr(Step, Ty), L, AR->getNoWrapFlags()); } } else if (isKnownNegative(Step)) { const SCEV *N = getConstant(APInt::getMaxValue(BitWidth) - getSignedRange(Step).getSignedMin()); if (isLoopBackedgeGuardedByCond(L, ICmpInst::ICMP_UGT, AR, N) || (isLoopEntryGuardedByCond(L, ICmpInst::ICMP_UGT, Start, N) && isLoopBackedgeGuardedByCond(L, ICmpInst::ICMP_UGT, AR->getPostIncExpr(*this), N))) { // Cache knowledge of AR NW, which is propagated to this AddRec. // Negative step causes unsigned wrap, but it still can't self-wrap. const_cast
(AR)->setNoWrapFlags(SCEV::FlagNW); // Return the expression with the addrec on the outside. return getAddRecExpr(getZeroExtendExpr(Start, Ty), getSignExtendExpr(Step, Ty), L, AR->getNoWrapFlags()); } } } } // The cast wasn't folded; create an explicit cast node. // Recompute the insert position, as it may have been invalidated. if (const SCEV *S = UniqueSCEVs.FindNodeOrInsertPos(ID, IP)) return S; SCEV *S = new (SCEVAllocator) SCEVZeroExtendExpr(ID.Intern(SCEVAllocator), Op, Ty); UniqueSCEVs.InsertNode(S, IP); return S; } // Get the limit of a recurrence such that incrementing by Step cannot cause // signed overflow as long as the value of the recurrence within the loop does // not exceed this limit before incrementing. static const SCEV *getOverflowLimitForStep(const SCEV *Step, ICmpInst::Predicate *Pred, ScalarEvolution *SE) { unsigned BitWidth = SE->getTypeSizeInBits(Step->getType()); if (SE->isKnownPositive(Step)) { *Pred = ICmpInst::ICMP_SLT; return SE->getConstant(APInt::getSignedMinValue(BitWidth) - SE->getSignedRange(Step).getSignedMax()); } if (SE->isKnownNegative(Step)) { *Pred = ICmpInst::ICMP_SGT; return SE->getConstant(APInt::getSignedMaxValue(BitWidth) - SE->getSignedRange(Step).getSignedMin()); } return 0; } // The recurrence AR has been shown to have no signed wrap. Typically, if we can // prove NSW for AR, then we can just as easily prove NSW for its preincrement // or postincrement sibling. This allows normalizing a sign extended AddRec as // such: {sext(Step + Start),+,Step} => {(Step + sext(Start),+,Step} As a // result, the expression "Step + sext(PreIncAR)" is congruent with // "sext(PostIncAR)" static const SCEV *getPreStartForSignExtend(const SCEVAddRecExpr *AR, Type *Ty, ScalarEvolution *SE) { const Loop *L = AR->getLoop(); const SCEV *Start = AR->getStart(); const SCEV *Step = AR->getStepRecurrence(*SE); // Check for a simple looking step prior to loop entry. const SCEVAddExpr *SA = dyn_cast
(Start); if (!SA) return 0; // Create an AddExpr for "PreStart" after subtracting Step. Full SCEV // subtraction is expensive. For this purpose, perform a quick and dirty // difference, by checking for Step in the operand list. SmallVector
DiffOps; for (SCEVAddExpr::op_iterator I = SA->op_begin(), E = SA->op_end(); I != E; ++I) { if (*I != Step) DiffOps.push_back(*I); } if (DiffOps.size() == SA->getNumOperands()) return 0; // This is a postinc AR. Check for overflow on the preinc recurrence using the // same three conditions that getSignExtendedExpr checks. // 1. NSW flags on the step increment. const SCEV *PreStart = SE->getAddExpr(DiffOps, SA->getNoWrapFlags()); const SCEVAddRecExpr *PreAR = dyn_cast
( SE->getAddRecExpr(PreStart, Step, L, SCEV::FlagAnyWrap)); if (PreAR && PreAR->getNoWrapFlags(SCEV::FlagNSW)) return PreStart; // 2. Direct overflow check on the step operation's expression. unsigned BitWidth = SE->getTypeSizeInBits(AR->getType()); Type *WideTy = IntegerType::get(SE->getContext(), BitWidth * 2); const SCEV *OperandExtendedStart = SE->getAddExpr(SE->getSignExtendExpr(PreStart, WideTy), SE->getSignExtendExpr(Step, WideTy)); if (SE->getSignExtendExpr(Start, WideTy) == OperandExtendedStart) { // Cache knowledge of PreAR NSW. if (PreAR) const_cast
(PreAR)->setNoWrapFlags(SCEV::FlagNSW); // FIXME: this optimization needs a unit test DEBUG(dbgs() << "SCEV: untested prestart overflow check\n"); return PreStart; } // 3. Loop precondition. ICmpInst::Predicate Pred; const SCEV *OverflowLimit = getOverflowLimitForStep(Step, &Pred, SE); if (OverflowLimit && SE->isLoopEntryGuardedByCond(L, Pred, PreStart, OverflowLimit)) { return PreStart; } return 0; } // Get the normalized sign-extended expression for this AddRec's Start. static const SCEV *getSignExtendAddRecStart(const SCEVAddRecExpr *AR, Type *Ty, ScalarEvolution *SE) { const SCEV *PreStart = getPreStartForSignExtend(AR, Ty, SE); if (!PreStart) return SE->getSignExtendExpr(AR->getStart(), Ty); return SE->getAddExpr(SE->getSignExtendExpr(AR->getStepRecurrence(*SE), Ty), SE->getSignExtendExpr(PreStart, Ty)); } const SCEV *ScalarEvolution::getSignExtendExpr(const SCEV *Op, Type *Ty) { assert(getTypeSizeInBits(Op->getType()) < getTypeSizeInBits(Ty) && "This is not an extending conversion!"); assert(isSCEVable(Ty) && "This is not a conversion to a SCEVable type!"); Ty = getEffectiveSCEVType(Ty); // Fold if the operand is constant. if (const SCEVConstant *SC = dyn_cast
(Op)) return getConstant( cast
(ConstantExpr::getSExt(SC->getValue(), getEffectiveSCEVType(Ty)))); // sext(sext(x)) --> sext(x) if (const SCEVSignExtendExpr *SS = dyn_cast
(Op)) return getSignExtendExpr(SS->getOperand(), Ty); // sext(zext(x)) --> zext(x) if (const SCEVZeroExtendExpr *SZ = dyn_cast
(Op)) return getZeroExtendExpr(SZ->getOperand(), Ty); // Before doing any expensive analysis, check to see if we've already // computed a SCEV for this Op and Ty. FoldingSetNodeID ID; ID.AddInteger(scSignExtend); ID.AddPointer(Op); ID.AddPointer(Ty); void *IP = 0; if (const SCEV *S = UniqueSCEVs.FindNodeOrInsertPos(ID, IP)) return S; // If the input value is provably positive, build a zext instead. if (isKnownNonNegative(Op)) return getZeroExtendExpr(Op, Ty); // sext(trunc(x)) --> sext(x) or x or trunc(x) if (const SCEVTruncateExpr *ST = dyn_cast
(Op)) { // It's possible the bits taken off by the truncate were all sign bits. If // so, we should be able to simplify this further. const SCEV *X = ST->getOperand(); ConstantRange CR = getSignedRange(X); unsigned TruncBits = getTypeSizeInBits(ST->getType()); unsigned NewBits = getTypeSizeInBits(Ty); if (CR.truncate(TruncBits).signExtend(NewBits).contains( CR.sextOrTrunc(NewBits))) return getTruncateOrSignExtend(X, Ty); } // If the input value is a chrec scev, and we can prove that the value // did not overflow the old, smaller, value, we can sign extend all of the // operands (often constants). This allows analysis of something like // this: for (signed char X = 0; X < 100; ++X) { int Y = X; } if (const SCEVAddRecExpr *AR = dyn_cast
(Op)) if (AR->isAffine()) { const SCEV *Start = AR->getStart(); const SCEV *Step = AR->getStepRecurrence(*this); unsigned BitWidth = getTypeSizeInBits(AR->getType()); const Loop *L = AR->getLoop(); // If we have special knowledge that this addrec won't overflow, // we don't need to do any further analysis. if (AR->getNoWrapFlags(SCEV::FlagNSW)) return getAddRecExpr(getSignExtendAddRecStart(AR, Ty, this), getSignExtendExpr(Step, Ty), L, SCEV::FlagNSW); // Check whether the backedge-taken count is SCEVCouldNotCompute. // Note that this serves two purposes: It filters out loops that are // simply not analyzable, and it covers the case where this code is // being called from within backedge-taken count analysis, such that // attempting to ask for the backedge-taken count would likely result // in infinite recursion. In the later case, the analysis code will // cope with a conservative value, and it will take care to purge // that value once it has finished. const SCEV *MaxBECount = getMaxBackedgeTakenCount(L); if (!isa
(MaxBECount)) { // Manually compute the final value for AR, checking for // overflow. // Check whether the backedge-taken count can be losslessly casted to // the addrec's type. The count is always unsigned. const SCEV *CastedMaxBECount = getTruncateOrZeroExtend(MaxBECount, Start->getType()); const SCEV *RecastedMaxBECount = getTruncateOrZeroExtend(CastedMaxBECount, MaxBECount->getType()); if (MaxBECount == RecastedMaxBECount) { Type *WideTy = IntegerType::get(getContext(), BitWidth * 2); // Check whether Start+Step*MaxBECount has no signed overflow. const SCEV *SMul = getMulExpr(CastedMaxBECount, Step); const SCEV *Add = getAddExpr(Start, SMul); const SCEV *OperandExtendedAdd = getAddExpr(getSignExtendExpr(Start, WideTy), getMulExpr(getZeroExtendExpr(CastedMaxBECount, WideTy), getSignExtendExpr(Step, WideTy))); if (getSignExtendExpr(Add, WideTy) == OperandExtendedAdd) { // Cache knowledge of AR NSW, which is propagated to this AddRec. const_cast
(AR)->setNoWrapFlags(SCEV::FlagNSW); // Return the expression with the addrec on the outside. return getAddRecExpr(getSignExtendAddRecStart(AR, Ty, this), getSignExtendExpr(Step, Ty), L, AR->getNoWrapFlags()); } // Similar to above, only this time treat the step value as unsigned. // This covers loops that count up with an unsigned step. const SCEV *UMul = getMulExpr(CastedMaxBECount, Step); Add = getAddExpr(Start, UMul); OperandExtendedAdd = getAddExpr(getSignExtendExpr(Start, WideTy), getMulExpr(getZeroExtendExpr(CastedMaxBECount, WideTy), getZeroExtendExpr(Step, WideTy))); if (getSignExtendExpr(Add, WideTy) == OperandExtendedAdd) { // Cache knowledge of AR NSW, which is propagated to this AddRec. const_cast
(AR)->setNoWrapFlags(SCEV::FlagNSW); // Return the expression with the addrec on the outside. return getAddRecExpr(getSignExtendAddRecStart(AR, Ty, this), getZeroExtendExpr(Step, Ty), L, AR->getNoWrapFlags()); } } // If the backedge is guarded by a comparison with the pre-inc value // the addrec is safe. Also, if the entry is guarded by a comparison // with the start value and the backedge is guarded by a comparison // with the post-inc value, the addrec is safe. ICmpInst::Predicate Pred; const SCEV *OverflowLimit = getOverflowLimitForStep(Step, &Pred, this); if (OverflowLimit && (isLoopBackedgeGuardedByCond(L, Pred, AR, OverflowLimit) || (isLoopEntryGuardedByCond(L, Pred, Start, OverflowLimit) && isLoopBackedgeGuardedByCond(L, Pred, AR->getPostIncExpr(*this), OverflowLimit)))) { // Cache knowledge of AR NSW, then propagate NSW to the wide AddRec. const_cast
(AR)->setNoWrapFlags(SCEV::FlagNSW); return getAddRecExpr(getSignExtendAddRecStart(AR, Ty, this), getSignExtendExpr(Step, Ty), L, AR->getNoWrapFlags()); } } } // The cast wasn't folded; create an explicit cast node. // Recompute the insert position, as it may have been invalidated. if (const SCEV *S = UniqueSCEVs.FindNodeOrInsertPos(ID, IP)) return S; SCEV *S = new (SCEVAllocator) SCEVSignExtendExpr(ID.Intern(SCEVAllocator), Op, Ty); UniqueSCEVs.InsertNode(S, IP); return S; } /// getAnyExtendExpr - Return a SCEV for the given operand extended with /// unspecified bits out to the given type. /// const SCEV *ScalarEvolution::getAnyExtendExpr(const SCEV *Op, Type *Ty) { assert(getTypeSizeInBits(Op->getType()) < getTypeSizeInBits(Ty) && "This is not an extending conversion!"); assert(isSCEVable(Ty) && "This is not a conversion to a SCEVable type!"); Ty = getEffectiveSCEVType(Ty); // Sign-extend negative constants. if (const SCEVConstant *SC = dyn_cast
(Op)) if (SC->getValue()->getValue().isNegative()) return getSignExtendExpr(Op, Ty); // Peel off a truncate cast. if (const SCEVTruncateExpr *T = dyn_cast
(Op)) { const SCEV *NewOp = T->getOperand(); if (getTypeSizeInBits(NewOp->getType()) < getTypeSizeInBits(Ty)) return getAnyExtendExpr(NewOp, Ty); return getTruncateOrNoop(NewOp, Ty); } // Next try a zext cast. If the cast is folded, use it. const SCEV *ZExt = getZeroExtendExpr(Op, Ty); if (!isa
(ZExt)) return ZExt; // Next try a sext cast. If the cast is folded, use it. const SCEV *SExt = getSignExtendExpr(Op, Ty); if (!isa
(SExt)) return SExt; // Force the cast to be folded into the operands of an addrec. if (const SCEVAddRecExpr *AR = dyn_cast
(Op)) { SmallVector
Ops; for (SCEVAddRecExpr::op_iterator I = AR->op_begin(), E = AR->op_end(); I != E; ++I) Ops.push_back(getAnyExtendExpr(*I, Ty)); return getAddRecExpr(Ops, AR->getLoop(), SCEV::FlagNW); } // As a special case, fold anyext(undef) to undef. We don't want to // know too much about SCEVUnknowns, but this special case is handy // and harmless. if (const SCEVUnknown *U = dyn_cast
(Op)) if (isa
(U->getValue())) return getSCEV(UndefValue::get(Ty)); // If the expression is obviously signed, use the sext cast value. if (isa
(Op)) return SExt; // Absent any other information, use the zext cast value. return ZExt; } /// CollectAddOperandsWithScales - Process the given Ops list, which is /// a list of operands to be added under the given scale, update the given /// map. This is a helper function for getAddRecExpr. As an example of /// what it does, given a sequence of operands that would form an add /// expression like this: /// /// m + n + 13 + (A * (o + p + (B * q + m + 29))) + r + (-1 * r) /// /// where A and B are constants, update the map with these values: /// /// (m, 1+A*B), (n, 1), (o, A), (p, A), (q, A*B), (r, 0) /// /// and add 13 + A*B*29 to AccumulatedConstant. /// This will allow getAddRecExpr to produce this: /// /// 13+A*B*29 + n + (m * (1+A*B)) + ((o + p) * A) + (q * A*B) /// /// This form often exposes folding opportunities that are hidden in /// the original operand list. /// /// Return true iff it appears that any interesting folding opportunities /// may be exposed. This helps getAddRecExpr short-circuit extra work in /// the common case where no interesting opportunities are present, and /// is also used as a check to avoid infinite recursion. /// static bool CollectAddOperandsWithScales(DenseMap
&M, SmallVector
&NewOps, APInt &AccumulatedConstant, const SCEV *const *Ops, size_t NumOperands, const APInt &Scale, ScalarEvolution &SE) { bool Interesting = false; // Iterate over the add operands. They are sorted, with constants first. unsigned i = 0; while (const SCEVConstant *C = dyn_cast
(Ops[i])) { ++i; // Pull a buried constant out to the outside. if (Scale != 1 || AccumulatedConstant != 0 || C->getValue()->isZero()) Interesting = true; AccumulatedConstant += Scale * C->getValue()->getValue(); } // Next comes everything else. We're especially interested in multiplies // here, but they're in the middle, so just visit the rest with one loop. for (; i != NumOperands; ++i) { const SCEVMulExpr *Mul = dyn_cast
(Ops[i]); if (Mul && isa
(Mul->getOperand(0))) { APInt NewScale = Scale * cast
(Mul->getOperand(0))->getValue()->getValue(); if (Mul->getNumOperands() == 2 && isa
(Mul->getOperand(1))) { // A multiplication of a constant with another add; recurse. const SCEVAddExpr *Add = cast
(Mul->getOperand(1)); Interesting |= CollectAddOperandsWithScales(M, NewOps, AccumulatedConstant, Add->op_begin(), Add->getNumOperands(), NewScale, SE); } else { // A multiplication of a constant with some other value. Update // the map. SmallVector
MulOps(Mul->op_begin()+1, Mul->op_end()); const SCEV *Key = SE.getMulExpr(MulOps); std::pair
::iterator, bool> Pair = M.insert(std::make_pair(Key, NewScale)); if (Pair.second) { NewOps.push_back(Pair.first->first); } else { Pair.first->second += NewScale; // The map already had an entry for this value, which may indicate // a folding opportunity. Interesting = true; } } } else { // An ordinary operand. Update the map. std::pair
::iterator, bool> Pair = M.insert(std::make_pair(Ops[i], Scale)); if (Pair.second) { NewOps.push_back(Pair.first->first); } else { Pair.first->second += Scale; // The map already had an entry for this value, which may indicate // a folding opportunity. Interesting = true; } } } return Interesting; } namespace { struct APIntCompare { bool operator()(const APInt &LHS, const APInt &RHS) const { return LHS.ult(RHS); } }; } /// getAddExpr - Get a canonical add expression, or something simpler if /// possible. const SCEV *ScalarEvolution::getAddExpr(SmallVectorImpl
&Ops, SCEV::NoWrapFlags Flags) { assert(!(Flags & ~(SCEV::FlagNUW | SCEV::FlagNSW)) && "only nuw or nsw allowed"); assert(!Ops.empty() && "Cannot get empty add!"); if (Ops.size() == 1) return Ops[0]; #ifndef NDEBUG Type *ETy = getEffectiveSCEVType(Ops[0]->getType()); for (unsigned i = 1, e = Ops.size(); i != e; ++i) assert(getEffectiveSCEVType(Ops[i]->getType()) == ETy && "SCEVAddExpr operand types don't match!"); #endif // If FlagNSW is true and all the operands are non-negative, infer FlagNUW. // And vice-versa. int SignOrUnsignMask = SCEV::FlagNUW | SCEV::FlagNSW; SCEV::NoWrapFlags SignOrUnsignWrap = maskFlags(Flags, SignOrUnsignMask); if (SignOrUnsignWrap && (SignOrUnsignWrap != SignOrUnsignMask)) { bool All = true; for (SmallVectorImpl
::const_iterator I = Ops.begin(), E = Ops.end(); I != E; ++I) if (!isKnownNonNegative(*I)) { All = false; break; } if (All) Flags = setFlags(Flags, (SCEV::NoWrapFlags)SignOrUnsignMask); } // Sort by complexity, this groups all similar expression types together. GroupByComplexity(Ops, LI); // If there are any constants, fold them together. unsigned Idx = 0; if (const SCEVConstant *LHSC = dyn_cast
(Ops[0])) { ++Idx; assert(Idx < Ops.size()); while (const SCEVConstant *RHSC = dyn_cast
(Ops[Idx])) { // We found two constants, fold them together! Ops[0] = getConstant(LHSC->getValue()->getValue() + RHSC->getValue()->getValue()); if (Ops.size() == 2) return Ops[0]; Ops.erase(Ops.begin()+1); // Erase the folded element LHSC = cast
(Ops[0]); } // If we are left with a constant zero being added, strip it off. if (LHSC->getValue()->isZero()) { Ops.erase(Ops.begin()); --Idx; } if (Ops.size() == 1) return Ops[0]; } // Okay, check to see if the same value occurs in the operand list more than // once. If so, merge them together into an multiply expression. Since we // sorted the list, these values are required to be adjacent. Type *Ty = Ops[0]->getType(); bool FoundMatch = false; for (unsigned i = 0, e = Ops.size(); i != e-1; ++i) if (Ops[i] == Ops[i+1]) { // X + Y + Y --> X + Y*2 // Scan ahead to count how many equal operands there are. unsigned Count = 2; while (i+Count != e && Ops[i+Count] == Ops[i]) ++Count; // Merge the values into a multiply. const SCEV *Scale = getConstant(Ty, Count); const SCEV *Mul = getMulExpr(Scale, Ops[i]); if (Ops.size() == Count) return Mul; Ops[i] = Mul; Ops.erase(Ops.begin()+i+1, Ops.begin()+i+Count); --i; e -= Count - 1; FoundMatch = true; } if (FoundMatch) return getAddExpr(Ops, Flags); // Check for truncates. If all the operands are truncated from the same // type, see if factoring out the truncate would permit the result to be // folded. eg., trunc(x) + m*trunc(n) --> trunc(x + trunc(m)*n) // if the contents of the resulting outer trunc fold to something simple. for (; Idx < Ops.size() && isa
(Ops[Idx]); ++Idx) { const SCEVTruncateExpr *Trunc = cast
(Ops[Idx]); Type *DstType = Trunc->getType(); Type *SrcType = Trunc->getOperand()->getType(); SmallVector
LargeOps; bool Ok = true; // Check all the operands to see if they can be represented in the // source type of the truncate. for (unsigned i = 0, e = Ops.size(); i != e; ++i) { if (const SCEVTruncateExpr *T = dyn_cast
(Ops[i])) { if (T->getOperand()->getType() != SrcType) { Ok = false; break; } LargeOps.push_back(T->getOperand()); } else if (const SCEVConstant *C = dyn_cast
(Ops[i])) { LargeOps.push_back(getAnyExtendExpr(C, SrcType)); } else if (const SCEVMulExpr *M = dyn_cast
(Ops[i])) { SmallVector
LargeMulOps; for (unsigned j = 0, f = M->getNumOperands(); j != f && Ok; ++j) { if (const SCEVTruncateExpr *T = dyn_cast
(M->getOperand(j))) { if (T->getOperand()->getType() != SrcType) { Ok = false; break; } LargeMulOps.push_back(T->getOperand()); } else if (const SCEVConstant *C = dyn_cast
(M->getOperand(j))) { LargeMulOps.push_back(getAnyExtendExpr(C, SrcType)); } else { Ok = false; break; } } if (Ok) LargeOps.push_back(getMulExpr(LargeMulOps)); } else { Ok = false; break; } } if (Ok) { // Evaluate the expression in the larger type. const SCEV *Fold = getAddExpr(LargeOps, Flags); // If it folds to something simple, use it. Otherwise, don't. if (isa
(Fold) || isa
(Fold)) return getTruncateExpr(Fold, DstType); } } // Skip past any other cast SCEVs. while (Idx < Ops.size() && Ops[Idx]->getSCEVType() < scAddExpr) ++Idx; // If there are add operands they would be next. if (Idx < Ops.size()) { bool DeletedAdd = false; while (const SCEVAddExpr *Add = dyn_cast
(Ops[Idx])) { // If we have an add, expand the add operands onto the end of the operands // list. Ops.erase(Ops.begin()+Idx); Ops.append(Add->op_begin(), Add->op_end()); DeletedAdd = true; } // If we deleted at least one add, we added operands to the end of the list, // and they are not necessarily sorted. Recurse to resort and resimplify // any operands we just acquired. if (DeletedAdd) return getAddExpr(Ops); } // Skip over the add expression until we get to a multiply. while (Idx < Ops.size() && Ops[Idx]->getSCEVType() < scMulExpr) ++Idx; // Check to see if there are any folding opportunities present with // operands multiplied by constant values. if (Idx < Ops.size() && isa
(Ops[Idx])) { uint64_t BitWidth = getTypeSizeInBits(Ty); DenseMap
M; SmallVector
NewOps; APInt AccumulatedConstant(BitWidth, 0); if (CollectAddOperandsWithScales(M, NewOps, AccumulatedConstant, Ops.data(), Ops.size(), APInt(BitWidth, 1), *this)) { // Some interesting folding opportunity is present, so its worthwhile to // re-generate the operands list. Group the operands by constant scale, // to avoid multiplying by the same constant scale multiple times. std::map
, APIntCompare> MulOpLists; for (SmallVector
::const_iterator I = NewOps.begin(), E = NewOps.end(); I != E; ++I) MulOpLists[M.find(*I)->second].push_back(*I); // Re-generate the operands list. Ops.clear(); if (AccumulatedConstant != 0) Ops.push_back(getConstant(AccumulatedConstant)); for (std::map
, APIntCompare>::iterator I = MulOpLists.begin(), E = MulOpLists.end(); I != E; ++I) if (I->first != 0) Ops.push_back(getMulExpr(getConstant(I->first), getAddExpr(I->second))); if (Ops.empty()) return getConstant(Ty, 0); if (Ops.size() == 1) return Ops[0]; return getAddExpr(Ops); } } // If we are adding something to a multiply expression, make sure the // something is not already an operand of the multiply. If so, merge it into // the multiply. for (; Idx < Ops.size() && isa
(Ops[Idx]); ++Idx) { const SCEVMulExpr *Mul = cast
(Ops[Idx]); for (unsigned MulOp = 0, e = Mul->getNumOperands(); MulOp != e; ++MulOp) { const SCEV *MulOpSCEV = Mul->getOperand(MulOp); if (isa
(MulOpSCEV)) continue; for (unsigned AddOp = 0, e = Ops.size(); AddOp != e; ++AddOp) if (MulOpSCEV == Ops[AddOp]) { // Fold W + X + (X * Y * Z) --> W + (X * ((Y*Z)+1)) const SCEV *InnerMul = Mul->getOperand(MulOp == 0); if (Mul->getNumOperands() != 2) { // If the multiply has more than two operands, we must get the // Y*Z term. SmallVector
MulOps(Mul->op_begin(), Mul->op_begin()+MulOp); MulOps.append(Mul->op_begin()+MulOp+1, Mul->op_end()); InnerMul = getMulExpr(MulOps); } const SCEV *One = getConstant(Ty, 1); const SCEV *AddOne = getAddExpr(One, InnerMul); const SCEV *OuterMul = getMulExpr(AddOne, MulOpSCEV); if (Ops.size() == 2) return OuterMul; if (AddOp < Idx) { Ops.erase(Ops.begin()+AddOp); Ops.erase(Ops.begin()+Idx-1); } else { Ops.erase(Ops.begin()+Idx); Ops.erase(Ops.begin()+AddOp-1); } Ops.push_back(OuterMul); return getAddExpr(Ops); } // Check this multiply against other multiplies being added together. for (unsigned OtherMulIdx = Idx+1; OtherMulIdx < Ops.size() && isa
(Ops[OtherMulIdx]); ++OtherMulIdx) { const SCEVMulExpr *OtherMul = cast
(Ops[OtherMulIdx]); // If MulOp occurs in OtherMul, we can fold the two multiplies // together. for (unsigned OMulOp = 0, e = OtherMul->getNumOperands(); OMulOp != e; ++OMulOp) if (OtherMul->getOperand(OMulOp) == MulOpSCEV) { // Fold X + (A*B*C) + (A*D*E) --> X + (A*(B*C+D*E)) const SCEV *InnerMul1 = Mul->getOperand(MulOp == 0); if (Mul->getNumOperands() != 2) { SmallVector
MulOps(Mul->op_begin(), Mul->op_begin()+MulOp); MulOps.append(Mul->op_begin()+MulOp+1, Mul->op_end()); InnerMul1 = getMulExpr(MulOps); } const SCEV *InnerMul2 = OtherMul->getOperand(OMulOp == 0); if (OtherMul->getNumOperands() != 2) { SmallVector
MulOps(OtherMul->op_begin(), OtherMul->op_begin()+OMulOp); MulOps.append(OtherMul->op_begin()+OMulOp+1, OtherMul->op_end()); InnerMul2 = getMulExpr(MulOps); } const SCEV *InnerMulSum = getAddExpr(InnerMul1,InnerMul2); const SCEV *OuterMul = getMulExpr(MulOpSCEV, InnerMulSum); if (Ops.size() == 2) return OuterMul; Ops.erase(Ops.begin()+Idx); Ops.erase(Ops.begin()+OtherMulIdx-1); Ops.push_back(OuterMul); return getAddExpr(Ops); } } } } // If there are any add recurrences in the operands list, see if any other // added values are loop invariant. If so, we can fold them into the // recurrence. while (Idx < Ops.size() && Ops[Idx]->getSCEVType() < scAddRecExpr) ++Idx; // Scan over all recurrences, trying to fold loop invariants into them. for (; Idx < Ops.size() && isa
(Ops[Idx]); ++Idx) { // Scan all of the other operands to this add and add them to the vector if // they are loop invariant w.r.t. the recurrence. SmallVector
LIOps; const SCEVAddRecExpr *AddRec = cast
(Ops[Idx]); const Loop *AddRecLoop = AddRec->getLoop(); for (unsigned i = 0, e = Ops.size(); i != e; ++i) if (isLoopInvariant(Ops[i], AddRecLoop)) { LIOps.push_back(Ops[i]); Ops.erase(Ops.begin()+i); --i; --e; } // If we found some loop invariants, fold them into the recurrence. if (!LIOps.empty()) { // NLI + LI + {Start,+,Step} --> NLI + {LI+Start,+,Step} LIOps.push_back(AddRec->getStart()); SmallVector
AddRecOps(AddRec->op_begin(), AddRec->op_end()); AddRecOps[0] = getAddExpr(LIOps); // Build the new addrec. Propagate the NUW and NSW flags if both the // outer add and the inner addrec are guaranteed to have no overflow. // Always propagate NW. Flags = AddRec->getNoWrapFlags(setFlags(Flags, SCEV::FlagNW)); const SCEV *NewRec = getAddRecExpr(AddRecOps, AddRecLoop, Flags); // If all of the other operands were loop invariant, we are done. if (Ops.size() == 1) return NewRec; // Otherwise, add the folded AddRec by the non-invariant parts. for (unsigned i = 0;; ++i) if (Ops[i] == AddRec) { Ops[i] = NewRec; break; } return getAddExpr(Ops); } // Okay, if there weren't any loop invariants to be folded, check to see if // there are multiple AddRec's with the same loop induction variable being // added together. If so, we can fold them. for (unsigned OtherIdx = Idx+1; OtherIdx < Ops.size() && isa
(Ops[OtherIdx]); ++OtherIdx) if (AddRecLoop == cast
(Ops[OtherIdx])->getLoop()) { // Other + {A,+,B}
+ {C,+,D}
--> Other + {A+C,+,B+D}
SmallVector
AddRecOps(AddRec->op_begin(), AddRec->op_end()); for (; OtherIdx != Ops.size() && isa
(Ops[OtherIdx]); ++OtherIdx) if (const SCEVAddRecExpr *OtherAddRec = dyn_cast
(Ops[OtherIdx])) if (OtherAddRec->getLoop() == AddRecLoop) { for (unsigned i = 0, e = OtherAddRec->getNumOperands(); i != e; ++i) { if (i >= AddRecOps.size()) { AddRecOps.append(OtherAddRec->op_begin()+i, OtherAddRec->op_end()); break; } AddRecOps[i] = getAddExpr(AddRecOps[i], OtherAddRec->getOperand(i)); } Ops.erase(Ops.begin() + OtherIdx); --OtherIdx; } // Step size has changed, so we cannot guarantee no self-wraparound. Ops[Idx] = getAddRecExpr(AddRecOps, AddRecLoop, SCEV::FlagAnyWrap); return getAddExpr(Ops); } // Otherwise couldn't fold anything into this recurrence. Move onto the // next one. } // Okay, it looks like we really DO need an add expr. Check to see if we // already have one, otherwise create a new one. FoldingSetNodeID ID; ID.AddInteger(scAddExpr); for (unsigned i = 0, e = Ops.size(); i != e; ++i) ID.AddPointer(Ops[i]); void *IP = 0; SCEVAddExpr *S = static_cast
(UniqueSCEVs.FindNodeOrInsertPos(ID, IP)); if (!S) { const SCEV **O = SCEVAllocator.Allocate
(Ops.size()); std::uninitialized_copy(Ops.begin(), Ops.end(), O); S = new (SCEVAllocator) SCEVAddExpr(ID.Intern(SCEVAllocator), O, Ops.size()); UniqueSCEVs.InsertNode(S, IP); } S->setNoWrapFlags(Flags); return S; } static uint64_t umul_ov(uint64_t i, uint64_t j, bool &Overflow) { uint64_t k = i*j; if (j > 1 && k / j != i) Overflow = true; return k; } /// Compute the result of "n choose k", the binomial coefficient. If an /// intermediate computation overflows, Overflow will be set and the return will /// be garbage. Overflow is not cleared on absense of overflow. static uint64_t Choose(uint64_t n, uint64_t k, bool &Overflow) { // We use the multiplicative formula: // n(n-1)(n-2)...(n-(k-1)) / k(k-1)(k-2)...1 . // At each iteration, we take the n-th term of the numeral and divide by the // (k-n)th term of the denominator. This division will always produce an // integral result, and helps reduce the chance of overflow in the // intermediate computations. However, we can still overflow even when the // final result would fit. if (n == 0 || n == k) return 1; if (k > n) return 0; if (k > n/2) k = n-k; uint64_t r = 1; for (uint64_t i = 1; i <= k; ++i) { r = umul_ov(r, n-(i-1), Overflow); r /= i; } return r; } /// getMulExpr - Get a canonical multiply expression, or something simpler if /// possible. const SCEV *ScalarEvolution::getMulExpr(SmallVectorImpl
&Ops, SCEV::NoWrapFlags Flags) { assert(Flags == maskFlags(Flags, SCEV::FlagNUW | SCEV::FlagNSW) && "only nuw or nsw allowed"); assert(!Ops.empty() && "Cannot get empty mul!"); if (Ops.size() == 1) return Ops[0]; #ifndef NDEBUG Type *ETy = getEffectiveSCEVType(Ops[0]->getType()); for (unsigned i = 1, e = Ops.size(); i != e; ++i) assert(getEffectiveSCEVType(Ops[i]->getType()) == ETy && "SCEVMulExpr operand types don't match!"); #endif // If FlagNSW is true and all the operands are non-negative, infer FlagNUW. // And vice-versa. int SignOrUnsignMask = SCEV::FlagNUW | SCEV::FlagNSW; SCEV::NoWrapFlags SignOrUnsignWrap = maskFlags(Flags, SignOrUnsignMask); if (SignOrUnsignWrap && (SignOrUnsignWrap != SignOrUnsignMask)) { bool All = true; for (SmallVectorImpl
::const_iterator I = Ops.begin(), E = Ops.end(); I != E; ++I) if (!isKnownNonNegative(*I)) { All = false; break; } if (All) Flags = setFlags(Flags, (SCEV::NoWrapFlags)SignOrUnsignMask); } // Sort by complexity, this groups all similar expression types together. GroupByComplexity(Ops, LI); // If there are any constants, fold them together. unsigned Idx = 0; if (const SCEVConstant *LHSC = dyn_cast
(Ops[0])) { // C1*(C2+V) -> C1*C2 + C1*V if (Ops.size() == 2) if (const SCEVAddExpr *Add = dyn_cast
(Ops[1])) if (Add->getNumOperands() == 2 && isa
(Add->getOperand(0))) return getAddExpr(getMulExpr(LHSC, Add->getOperand(0)), getMulExpr(LHSC, Add->getOperand(1))); ++Idx; while (const SCEVConstant *RHSC = dyn_cast
(Ops[Idx])) { // We found two constants, fold them together! ConstantInt *Fold = ConstantInt::get(getContext(), LHSC->getValue()->getValue() * RHSC->getValue()->getValue()); Ops[0] = getConstant(Fold); Ops.erase(Ops.begin()+1); // Erase the folded element if (Ops.size() == 1) return Ops[0]; LHSC = cast
(Ops[0]); } // If we are left with a constant one being multiplied, strip it off. if (cast
(Ops[0])->getValue()->equalsInt(1)) { Ops.erase(Ops.begin()); --Idx; } else if (cast
(Ops[0])->getValue()->isZero()) { // If we have a multiply of zero, it will always be zero. return Ops[0]; } else if (Ops[0]->isAllOnesValue()) { // If we have a mul by -1 of an add, try distributing the -1 among the // add operands. if (Ops.size() == 2) { if (const SCEVAddExpr *Add = dyn_cast
(Ops[1])) { SmallVector
NewOps; bool AnyFolded = false; for (SCEVAddRecExpr::op_iterator I = Add->op_begin(), E = Add->op_end(); I != E; ++I) { const SCEV *Mul = getMulExpr(Ops[0], *I); if (!isa
(Mul)) AnyFolded = true; NewOps.push_back(Mul); } if (AnyFolded) return getAddExpr(NewOps); } else if (const SCEVAddRecExpr * AddRec = dyn_cast
(Ops[1])) { // Negation preserves a recurrence's no self-wrap property. SmallVector
Operands; for (SCEVAddRecExpr::op_iterator I = AddRec->op_begin(), E = AddRec->op_end(); I != E; ++I) { Operands.push_back(getMulExpr(Ops[0], *I)); } return getAddRecExpr(Operands, AddRec->getLoop(), AddRec->getNoWrapFlags(SCEV::FlagNW)); } } } if (Ops.size() == 1) return Ops[0]; } // Skip over the add expression until we get to a multiply. while (Idx < Ops.size() && Ops[Idx]->getSCEVType() < scMulExpr) ++Idx; // If there are mul operands inline them all into this expression. if (Idx < Ops.size()) { bool DeletedMul = false; while (const SCEVMulExpr *Mul = dyn_cast
(Ops[Idx])) { // If we have an mul, expand the mul operands onto the end of the operands // list. Ops.erase(Ops.begin()+Idx); Ops.append(Mul->op_begin(), Mul->op_end()); DeletedMul = true; } // If we deleted at least one mul, we added operands to the end of the list, // and they are not necessarily sorted. Recurse to resort and resimplify // any operands we just acquired. if (DeletedMul) return getMulExpr(Ops); } // If there are any add recurrences in the operands list, see if any other // added values are loop invariant. If so, we can fold them into the // recurrence. while (Idx < Ops.size() && Ops[Idx]->getSCEVType() < scAddRecExpr) ++Idx; // Scan over all recurrences, trying to fold loop invariants into them. for (; Idx < Ops.size() && isa
(Ops[Idx]); ++Idx) { // Scan all of the other operands to this mul and add them to the vector if // they are loop invariant w.r.t. the recurrence. SmallVector
LIOps; const SCEVAddRecExpr *AddRec = cast
(Ops[Idx]); const Loop *AddRecLoop = AddRec->getLoop(); for (unsigned i = 0, e = Ops.size(); i != e; ++i) if (isLoopInvariant(Ops[i], AddRecLoop)) { LIOps.push_back(Ops[i]); Ops.erase(Ops.begin()+i); --i; --e; } // If we found some loop invariants, fold them into the recurrence. if (!LIOps.empty()) { // NLI * LI * {Start,+,Step} --> NLI * {LI*Start,+,LI*Step} SmallVector
NewOps; NewOps.reserve(AddRec->getNumOperands()); const SCEV *Scale = getMulExpr(LIOps); for (unsigned i = 0, e = AddRec->getNumOperands(); i != e; ++i) NewOps.push_back(getMulExpr(Scale, AddRec->getOperand(i))); // Build the new addrec. Propagate the NUW and NSW flags if both the // outer mul and the inner addrec are guaranteed to have no overflow. // // No self-wrap cannot be guaranteed after changing the step size, but // will be inferred if either NUW or NSW is true. Flags = AddRec->getNoWrapFlags(clearFlags(Flags, SCEV::FlagNW)); const SCEV *NewRec = getAddRecExpr(NewOps, AddRecLoop, Flags); // If all of the other operands were loop invariant, we are done. if (Ops.size() == 1) return NewRec; // Otherwise, multiply the folded AddRec by the non-invariant parts. for (unsigned i = 0;; ++i) if (Ops[i] == AddRec) { Ops[i] = NewRec; break; } return getMulExpr(Ops); } // Okay, if there weren't any loop invariants to be folded, check to see if // there are multiple AddRec's with the same loop induction variable being // multiplied together. If so, we can fold them. for (unsigned OtherIdx = Idx+1; OtherIdx < Ops.size() && isa
(Ops[OtherIdx]); ++OtherIdx) { if (AddRecLoop == cast
(Ops[OtherIdx])->getLoop()) { // {A1,+,A2,+,...,+,An}
* {B1,+,B2,+,...,+,Bn}
// = {x=1 in [ sum y=x..2x [ sum z=max(y-x, y-n)..min(x,n) [ // choose(x, 2x)*choose(2x-y, x-z)*A_{y-z}*B_z // ]]],+,...up to x=2n}. // Note that the arguments to choose() are always integers with values // known at compile time, never SCEV objects. // // The implementation avoids pointless extra computations when the two // addrec's are of different length (mathematically, it's equivalent to // an infinite stream of zeros on the right). bool OpsModified = false; for (; OtherIdx != Ops.size() && isa
(Ops[OtherIdx]); ++OtherIdx) if (const SCEVAddRecExpr *OtherAddRec = dyn_cast
(Ops[OtherIdx])) if (OtherAddRec->getLoop() == AddRecLoop) { bool Overflow = false; Type *Ty = AddRec->getType(); bool LargerThan64Bits = getTypeSizeInBits(Ty) > 64; SmallVector
AddRecOps; for (int x = 0, xe = AddRec->getNumOperands() + OtherAddRec->getNumOperands() - 1; x != xe && !Overflow; ++x) { const SCEV *Term = getConstant(Ty, 0); for (int y = x, ye = 2*x+1; y != ye && !Overflow; ++y) { uint64_t Coeff1 = Choose(x, 2*x - y, Overflow); for (int z = std::max(y-x, y-(int)AddRec->getNumOperands()+1), ze = std::min(x+1, (int)OtherAddRec->getNumOperands()); z < ze && !Overflow; ++z) { uint64_t Coeff2 = Choose(2*x - y, x-z, Overflow); uint64_t Coeff; if (LargerThan64Bits) Coeff = umul_ov(Coeff1, Coeff2, Overflow); else Coeff = Coeff1*Coeff2; const SCEV *CoeffTerm = getConstant(Ty, Coeff); const SCEV *Term1 = AddRec->getOperand(y-z); const SCEV *Term2 = OtherAddRec->getOperand(z); Term = getAddExpr(Term, getMulExpr(CoeffTerm, Term1,Term2)); } } AddRecOps.push_back(Term); } if (!Overflow) { const SCEV *NewAddRec = getAddRecExpr(AddRecOps, AddRec->getLoop(), SCEV::FlagAnyWrap); if (Ops.size() == 2) return NewAddRec; Ops[Idx] = AddRec = cast
(NewAddRec); Ops.erase(Ops.begin() + OtherIdx); --OtherIdx; OpsModified = true; } } if (OpsModified) return getMulExpr(Ops); } } // Otherwise couldn't fold anything into this recurrence. Move onto the // next one. } // Okay, it looks like we really DO need an mul expr. Check to see if we // already have one, otherwise create a new one. FoldingSetNodeID ID; ID.AddInteger(scMulExpr); for (unsigned i = 0, e = Ops.size(); i != e; ++i) ID.AddPointer(Ops[i]); void *IP = 0; SCEVMulExpr *S = static_cast
(UniqueSCEVs.FindNodeOrInsertPos(ID, IP)); if (!S) { const SCEV **O = SCEVAllocator.Allocate
(Ops.size()); std::uninitialized_copy(Ops.begin(), Ops.end(), O); S = new (SCEVAllocator) SCEVMulExpr(ID.Intern(SCEVAllocator), O, Ops.size()); UniqueSCEVs.InsertNode(S, IP); } S->setNoWrapFlags(Flags); return S; } /// getUDivExpr - Get a canonical unsigned division expression, or something /// simpler if possible. const SCEV *ScalarEvolution::getUDivExpr(const SCEV *LHS, const SCEV *RHS) { assert(getEffectiveSCEVType(LHS->getType()) == getEffectiveSCEVType(RHS->getType()) && "SCEVUDivExpr operand types don't match!"); if (const SCEVConstant *RHSC = dyn_cast
(RHS)) { if (RHSC->getValue()->equalsInt(1)) return LHS; // X udiv 1 --> x // If the denominator is zero, the result of the udiv is undefined. Don't // try to analyze it, because the resolution chosen here may differ from // the resolution chosen in other parts of the compiler. if (!RHSC->getValue()->isZero()) { // Determine if the division can be folded into the operands of // its operands. // TODO: Generalize this to non-constants by using known-bits information. Type *Ty = LHS->getType(); unsigned LZ = RHSC->getValue()->getValue().countLeadingZeros(); unsigned MaxShiftAmt = getTypeSizeInBits(Ty) - LZ - 1; // For non-power-of-two values, effectively round the value up to the // nearest power of two. if (!RHSC->getValue()->getValue().isPowerOf2()) ++MaxShiftAmt; IntegerType *ExtTy = IntegerType::get(getContext(), getTypeSizeInBits(Ty) + MaxShiftAmt); if (const SCEVAddRecExpr *AR = dyn_cast
(LHS)) if (const SCEVConstant *Step = dyn_cast
(AR->getStepRecurrence(*this))) { // {X,+,N}/C --> {X/C,+,N/C} if safe and N/C can be folded. const APInt &StepInt = Step->getValue()->getValue(); const APInt &DivInt = RHSC->getValue()->getValue(); if (!StepInt.urem(DivInt) && getZeroExtendExpr(AR, ExtTy) == getAddRecExpr(getZeroExtendExpr(AR->getStart(), ExtTy), getZeroExtendExpr(Step, ExtTy), AR->getLoop(), SCEV::FlagAnyWrap)) { SmallVector
Operands; for (unsigned i = 0, e = AR->getNumOperands(); i != e; ++i) Operands.push_back(getUDivExpr(AR->getOperand(i), RHS)); return getAddRecExpr(Operands, AR->getLoop(), SCEV::FlagNW); } /// Get a canonical UDivExpr for a recurrence. /// {X,+,N}/C => {Y,+,N}/C where Y=X-(X%N). Safe when C%N=0. // We can currently only fold X%N if X is constant. const SCEVConstant *StartC = dyn_cast
(AR->getStart()); if (StartC && !DivInt.urem(StepInt) && getZeroExtendExpr(AR, ExtTy) == getAddRecExpr(getZeroExtendExpr(AR->getStart(), ExtTy), getZeroExtendExpr(Step, ExtTy), AR->getLoop(), SCEV::FlagAnyWrap)) { const APInt &StartInt = StartC->getValue()->getValue(); const APInt &StartRem = StartInt.urem(StepInt); if (StartRem != 0) LHS = getAddRecExpr(getConstant(StartInt - StartRem), Step, AR->getLoop(), SCEV::FlagNW); } } // (A*B)/C --> A*(B/C) if safe and B/C can be folded. if (const SCEVMulExpr *M = dyn_cast
(LHS)) { SmallVector
Operands; for (unsigned i = 0, e = M->getNumOperands(); i != e; ++i) Operands.push_back(getZeroExtendExpr(M->getOperand(i), ExtTy)); if (getZeroExtendExpr(M, ExtTy) == getMulExpr(Operands)) // Find an operand that's safely divisible. for (unsigned i = 0, e = M->getNumOperands(); i != e; ++i) { const SCEV *Op = M->getOperand(i); const SCEV *Div = getUDivExpr(Op, RHSC); if (!isa
(Div) && getMulExpr(Div, RHSC) == Op) { Operands = SmallVector
(M->op_begin(), M->op_end()); Operands[i] = Div; return getMulExpr(Operands); } } } // (A+B)/C --> (A/C + B/C) if safe and A/C and B/C can be folded. if (const SCEVAddExpr *A = dyn_cast
(LHS)) { SmallVector
Operands; for (unsigned i = 0, e = A->getNumOperands(); i != e; ++i) Operands.push_back(getZeroExtendExpr(A->getOperand(i), ExtTy)); if (getZeroExtendExpr(A, ExtTy) == getAddExpr(Operands)) { Operands.clear(); for (unsigned i = 0, e = A->getNumOperands(); i != e; ++i) { const SCEV *Op = getUDivExpr(A->getOperand(i), RHS); if (isa
(Op) || getMulExpr(Op, RHS) != A->getOperand(i)) break; Operands.push_back(Op); } if (Operands.size() == A->getNumOperands()) return getAddExpr(Operands); } } // Fold if both operands are constant. if (const SCEVConstant *LHSC = dyn_cast
(LHS)) { Constant *LHSCV = LHSC->getValue(); Constant *RHSCV = RHSC->getValue(); return getConstant(cast
(ConstantExpr::getUDiv(LHSCV, RHSCV))); } } } FoldingSetNodeID ID; ID.AddInteger(scUDivExpr); ID.AddPointer(LHS); ID.AddPointer(RHS); void *IP = 0; if (const SCEV *S = UniqueSCEVs.FindNodeOrInsertPos(ID, IP)) return S; SCEV *S = new (SCEVAllocator) SCEVUDivExpr(ID.Intern(SCEVAllocator), LHS, RHS); UniqueSCEVs.InsertNode(S, IP); return S; } /// getAddRecExpr - Get an add recurrence expression for the specified loop. /// Simplify the expression as much as possible. const SCEV *ScalarEvolution::getAddRecExpr(const SCEV *Start, const SCEV *Step, const Loop *L, SCEV::NoWrapFlags Flags) { SmallVector
Operands; Operands.push_back(Start); if (const SCEVAddRecExpr *StepChrec = dyn_cast
(Step)) if (StepChrec->getLoop() == L) { Operands.append(StepChrec->op_begin(), StepChrec->op_end()); return getAddRecExpr(Operands, L, maskFlags(Flags, SCEV::FlagNW)); } Operands.push_back(Step); return getAddRecExpr(Operands, L, Flags); } /// getAddRecExpr - Get an add recurrence expression for the specified loop. /// Simplify the expression as much as possible. const SCEV * ScalarEvolution::getAddRecExpr(SmallVectorImpl
&Operands, const Loop *L, SCEV::NoWrapFlags Flags) { if (Operands.size() == 1) return Operands[0]; #ifndef NDEBUG Type *ETy = getEffectiveSCEVType(Operands[0]->getType()); for (unsigned i = 1, e = Operands.size(); i != e; ++i) assert(getEffectiveSCEVType(Operands[i]->getType()) == ETy && "SCEVAddRecExpr operand types don't match!"); for (unsigned i = 0, e = Operands.size(); i != e; ++i) assert(isLoopInvariant(Operands[i], L) && "SCEVAddRecExpr operand is not loop-invariant!"); #endif if (Operands.back()->isZero()) { Operands.pop_back(); return getAddRecExpr(Operands, L, SCEV::FlagAnyWrap); // {X,+,0} --> X } // It's tempting to want to call getMaxBackedgeTakenCount count here and // use that information to infer NUW and NSW flags. However, computing a // BE count requires calling getAddRecExpr, so we may not yet have a // meaningful BE count at this point (and if we don't, we'd be stuck // with a SCEVCouldNotCompute as the cached BE count). // If FlagNSW is true and all the operands are non-negative, infer FlagNUW. // And vice-versa. int SignOrUnsignMask = SCEV::FlagNUW | SCEV::FlagNSW; SCEV::NoWrapFlags SignOrUnsignWrap = maskFlags(Flags, SignOrUnsignMask); if (SignOrUnsignWrap && (SignOrUnsignWrap != SignOrUnsignMask)) { bool All = true; for (SmallVectorImpl
::const_iterator I = Operands.begin(), E = Operands.end(); I != E; ++I) if (!isKnownNonNegative(*I)) { All = false; break; } if (All) Flags = setFlags(Flags, (SCEV::NoWrapFlags)SignOrUnsignMask); } // Canonicalize nested AddRecs in by nesting them in order of loop depth. if (const SCEVAddRecExpr *NestedAR = dyn_cast
(Operands[0])) { const Loop *NestedLoop = NestedAR->getLoop(); if (L->contains(NestedLoop) ? (L->getLoopDepth() < NestedLoop->getLoopDepth()) : (!NestedLoop->contains(L) && DT->dominates(L->getHeader(), NestedLoop->getHeader()))) { SmallVector
NestedOperands(NestedAR->op_begin(), NestedAR->op_end()); Operands[0] = NestedAR->getStart(); // AddRecs require their operands be loop-invariant with respect to their // loops. Don't perform this transformation if it would break this // requirement. bool AllInvariant = true; for (unsigned i = 0, e = Operands.size(); i != e; ++i) if (!isLoopInvariant(Operands[i], L)) { AllInvariant = false; break; } if (AllInvariant) { // Create a recurrence for the outer loop with the same step size. // // The outer recurrence keeps its NW flag but only keeps NUW/NSW if the // inner recurrence has the same property. SCEV::NoWrapFlags OuterFlags = maskFlags(Flags, SCEV::FlagNW | NestedAR->getNoWrapFlags()); NestedOperands[0] = getAddRecExpr(Operands, L, OuterFlags); AllInvariant = true; for (unsigned i = 0, e = NestedOperands.size(); i != e; ++i) if (!isLoopInvariant(NestedOperands[i], NestedLoop)) { AllInvariant = false; break; } if (AllInvariant) { // Ok, both add recurrences are valid after the transformation. // // The inner recurrence keeps its NW flag but only keeps NUW/NSW if // the outer recurrence has the same property. SCEV::NoWrapFlags InnerFlags = maskFlags(NestedAR->getNoWrapFlags(), SCEV::FlagNW | Flags); return getAddRecExpr(NestedOperands, NestedLoop, InnerFlags); } } // Reset Operands to its original state. Operands[0] = NestedAR; } } // Okay, it looks like we really DO need an addrec expr. Check to see if we // already have one, otherwise create a new one. FoldingSetNodeID ID; ID.AddInteger(scAddRecExpr); for (unsigned i = 0, e = Operands.size(); i != e; ++i) ID.AddPointer(Operands[i]); ID.AddPointer(L); void *IP = 0; SCEVAddRecExpr *S = static_cast
(UniqueSCEVs.FindNodeOrInsertPos(ID, IP)); if (!S) { const SCEV **O = SCEVAllocator.Allocate
(Operands.size()); std::uninitialized_copy(Operands.begin(), Operands.end(), O); S = new (SCEVAllocator) SCEVAddRecExpr(ID.Intern(SCEVAllocator), O, Operands.size(), L); UniqueSCEVs.InsertNode(S, IP); } S->setNoWrapFlags(Flags); return S; } const SCEV *ScalarEvolution::getSMaxExpr(const SCEV *LHS, const SCEV *RHS) { SmallVector
Ops; Ops.push_back(LHS); Ops.push_back(RHS); return getSMaxExpr(Ops); } const SCEV * ScalarEvolution::getSMaxExpr(SmallVectorImpl
&Ops) { assert(!Ops.empty() && "Cannot get empty smax!"); if (Ops.size() == 1) return Ops[0]; #ifndef NDEBUG Type *ETy = getEffectiveSCEVType(Ops[0]->getType()); for (unsigned i = 1, e = Ops.size(); i != e; ++i) assert(getEffectiveSCEVType(Ops[i]->getType()) == ETy && "SCEVSMaxExpr operand types don't match!"); #endif // Sort by complexity, this groups all similar expression types together. GroupByComplexity(Ops, LI); // If there are any constants, fold them together. unsigned Idx = 0; if (const SCEVConstant *LHSC = dyn_cast
(Ops[0])) { ++Idx; assert(Idx < Ops.size()); while (const SCEVConstant *RHSC = dyn_cast
(Ops[Idx])) { // We found two constants, fold them together! ConstantInt *Fold = ConstantInt::get(getContext(), APIntOps::smax(LHSC->getValue()->getValue(), RHSC->getValue()->getValue())); Ops[0] = getConstant(Fold); Ops.erase(Ops.begin()+1); // Erase the folded element if (Ops.size() == 1) return Ops[0]; LHSC = cast
(Ops[0]); } // If we are left with a constant minimum-int, strip it off. if (cast
(Ops[0])->getValue()->isMinValue(true)) { Ops.erase(Ops.begin()); --Idx; } else if (cast
(Ops[0])->getValue()->isMaxValue(true)) { // If we have an smax with a constant maximum-int, it will always be // maximum-int. return Ops[0]; } if (Ops.size() == 1) return Ops[0]; } // Find the first SMax while (Idx < Ops.size() && Ops[Idx]->getSCEVType() < scSMaxExpr) ++Idx; // Check to see if one of the operands is an SMax. If so, expand its operands // onto our operand list, and recurse to simplify. if (Idx < Ops.size()) { bool DeletedSMax = false; while (const SCEVSMaxExpr *SMax = dyn_cast
(Ops[Idx])) { Ops.erase(Ops.begin()+Idx); Ops.append(SMax->op_begin(), SMax->op_end()); DeletedSMax = true; } if (DeletedSMax) return getSMaxExpr(Ops); } // Okay, check to see if the same value occurs in the operand list twice. If // so, delete one. Since we sorted the list, these values are required to // be adjacent. for (unsigned i = 0, e = Ops.size()-1; i != e; ++i) // X smax Y smax Y --> X smax Y // X smax Y --> X, if X is always greater than Y if (Ops[i] == Ops[i+1] || isKnownPredicate(ICmpInst::ICMP_SGE, Ops[i], Ops[i+1])) { Ops.erase(Ops.begin()+i+1, Ops.begin()+i+2); --i; --e; } else if (isKnownPredicate(ICmpInst::ICMP_SLE, Ops[i], Ops[i+1])) { Ops.erase(Ops.begin()+i, Ops.begin()+i+1); --i; --e; } if (Ops.size() == 1) return Ops[0]; assert(!Ops.empty() && "Reduced smax down to nothing!"); // Okay, it looks like we really DO need an smax expr. Check to see if we // already have one, otherwise create a new one. FoldingSetNodeID ID; ID.AddInteger(scSMaxExpr); for (unsigned i = 0, e = Ops.size(); i != e; ++i) ID.AddPointer(Ops[i]); void *IP = 0; if (const SCEV *S = UniqueSCEVs.FindNodeOrInsertPos(ID, IP)) return S; const SCEV **O = SCEVAllocator.Allocate
(Ops.size()); std::uninitialized_copy(Ops.begin(), Ops.end(), O); SCEV *S = new (SCEVAllocator) SCEVSMaxExpr(ID.Intern(SCEVAllocator), O, Ops.size()); UniqueSCEVs.InsertNode(S, IP); return S; } const SCEV *ScalarEvolution::getUMaxExpr(const SCEV *LHS, const SCEV *RHS) { SmallVector
Ops; Ops.push_back(LHS); Ops.push_back(RHS); return getUMaxExpr(Ops); } const SCEV * ScalarEvolution::getUMaxExpr(SmallVectorImpl
&Ops) { assert(!Ops.empty() && "Cannot get empty umax!"); if (Ops.size() == 1) return Ops[0]; #ifndef NDEBUG Type *ETy = getEffectiveSCEVType(Ops[0]->getType()); for (unsigned i = 1, e = Ops.size(); i != e; ++i) assert(getEffectiveSCEVType(Ops[i]->getType()) == ETy && "SCEVUMaxExpr operand types don't match!"); #endif // Sort by complexity, this groups all similar expression types together. GroupByComplexity(Ops, LI); // If there are any constants, fold them together. unsigned Idx = 0; if (const SCEVConstant *LHSC = dyn_cast
(Ops[0])) { ++Idx; assert(Idx < Ops.size()); while (const SCEVConstant *RHSC = dyn_cast
(Ops[Idx])) { // We found two constants, fold them together! ConstantInt *Fold = ConstantInt::get(getContext(), APIntOps::umax(LHSC->getValue()->getValue(), RHSC->getValue()->getValue())); Ops[0] = getConstant(Fold); Ops.erase(Ops.begin()+1); // Erase the folded element if (Ops.size() == 1) return Ops[0]; LHSC = cast
(Ops[0]); } // If we are left with a constant minimum-int, strip it off. if (cast
(Ops[0])->getValue()->isMinValue(false)) { Ops.erase(Ops.begin()); --Idx; } else if (cast
(Ops[0])->getValue()->isMaxValue(false)) { // If we have an umax with a constant maximum-int, it will always be // maximum-int. return Ops[0]; } if (Ops.size() == 1) return Ops[0]; } // Find the first UMax while (Idx < Ops.size() && Ops[Idx]->getSCEVType() < scUMaxExpr) ++Idx; // Check to see if one of the operands is a UMax. If so, expand its operands // onto our operand list, and recurse to simplify. if (Idx < Ops.size()) { bool DeletedUMax = false; while (const SCEVUMaxExpr *UMax = dyn_cast
(Ops[Idx])) { Ops.erase(Ops.begin()+Idx); Ops.append(UMax->op_begin(), UMax->op_end()); DeletedUMax = true; } if (DeletedUMax) return getUMaxExpr(Ops); } // Okay, check to see if the same value occurs in the operand list twice. If // so, delete one. Since we sorted the list, these values are required to // be adjacent. for (unsigned i = 0, e = Ops.size()-1; i != e; ++i) // X umax Y umax Y --> X umax Y // X umax Y --> X, if X is always greater than Y if (Ops[i] == Ops[i+1] || isKnownPredicate(ICmpInst::ICMP_UGE, Ops[i], Ops[i+1])) { Ops.erase(Ops.begin()+i+1, Ops.begin()+i+2); --i; --e; } else if (isKnownPredicate(ICmpInst::ICMP_ULE, Ops[i], Ops[i+1])) { Ops.erase(Ops.begin()+i, Ops.begin()+i+1); --i; --e; } if (Ops.size() == 1) return Ops[0]; assert(!Ops.empty() && "Reduced umax down to nothing!"); // Okay, it looks like we really DO need a umax expr. Check to see if we // already have one, otherwise create a new one. FoldingSetNodeID ID; ID.AddInteger(scUMaxExpr); for (unsigned i = 0, e = Ops.size(); i != e; ++i) ID.AddPointer(Ops[i]); void *IP = 0; if (const SCEV *S = UniqueSCEVs.FindNodeOrInsertPos(ID, IP)) return S; const SCEV **O = SCEVAllocator.Allocate
(Ops.size()); std::uninitialized_copy(Ops.begin(), Ops.end(), O); SCEV *S = new (SCEVAllocator) SCEVUMaxExpr(ID.Intern(SCEVAllocator), O, Ops.size()); UniqueSCEVs.InsertNode(S, IP); return S; } const SCEV *ScalarEvolution::getSMinExpr(const SCEV *LHS, const SCEV *RHS) { // ~smax(~x, ~y) == smin(x, y). return getNotSCEV(getSMaxExpr(getNotSCEV(LHS), getNotSCEV(RHS))); } const SCEV *ScalarEvolution::getUMinExpr(const SCEV *LHS, const SCEV *RHS) { // ~umax(~x, ~y) == umin(x, y) return getNotSCEV(getUMaxExpr(getNotSCEV(LHS), getNotSCEV(RHS))); } const SCEV *ScalarEvolution::getSizeOfExpr(Type *AllocTy) { // If we have TargetData, we can bypass creating a target-independent // constant expression and then folding it back into a ConstantInt. // This is just a compile-time optimization. if (TD) return getConstant(TD->getIntPtrType(getContext()), TD->getTypeAllocSize(AllocTy)); Constant *C = ConstantExpr::getSizeOf(AllocTy); if (ConstantExpr *CE = dyn_cast
(C)) if (Constant *Folded = ConstantFoldConstantExpression(CE, TD)) C = Folded; Type *Ty = getEffectiveSCEVType(PointerType::getUnqual(AllocTy)); return getTruncateOrZeroExtend(getSCEV(C), Ty); } const SCEV *ScalarEvolution::getAlignOfExpr(Type *AllocTy) { Constant *C = ConstantExpr::getAlignOf(AllocTy); if (ConstantExpr *CE = dyn_cast
(C)) if (Constant *Folded = ConstantFoldConstantExpression(CE, TD)) C = Folded; Type *Ty = getEffectiveSCEVType(PointerType::getUnqual(AllocTy)); return getTruncateOrZeroExtend(getSCEV(C), Ty); } const SCEV *ScalarEvolution::getOffsetOfExpr(StructType *STy, unsigned FieldNo) { // If we have TargetData, we can bypass creating a target-independent // constant expression and then folding it back into a ConstantInt. // This is just a compile-time optimization. if (TD) return getConstant(TD->getIntPtrType(getContext()), TD->getStructLayout(STy)->getElementOffset(FieldNo)); Constant *C = ConstantExpr::getOffsetOf(STy, FieldNo); if (ConstantExpr *CE = dyn_cast
(C)) if (Constant *Folded = ConstantFoldConstantExpression(CE, TD)) C = Folded; Type *Ty = getEffectiveSCEVType(PointerType::getUnqual(STy)); return getTruncateOrZeroExtend(getSCEV(C), Ty); } const SCEV *ScalarEvolution::getOffsetOfExpr(Type *CTy, Constant *FieldNo) { Constant *C = ConstantExpr::getOffsetOf(CTy, FieldNo); if (ConstantExpr *CE = dyn_cast
(C)) if (Constant *Folded = ConstantFoldConstantExpression(CE, TD)) C = Folded; Type *Ty = getEffectiveSCEVType(PointerType::getUnqual(CTy)); return getTruncateOrZeroExtend(getSCEV(C), Ty); } const SCEV *ScalarEvolution::getUnknown(Value *V) { // Don't attempt to do anything other than create a SCEVUnknown object // here. createSCEV only calls getUnknown after checking for all other // interesting possibilities, and any other code that calls getUnknown // is doing so in order to hide a value from SCEV canonicalization. FoldingSetNodeID ID; ID.AddInteger(scUnknown); ID.AddPointer(V); void *IP = 0; if (SCEV *S = UniqueSCEVs.FindNodeOrInsertPos(ID, IP)) { assert(cast
(S)->getValue() == V && "Stale SCEVUnknown in uniquing map!"); return S; } SCEV *S = new (SCEVAllocator) SCEVUnknown(ID.Intern(SCEVAllocator), V, this, FirstUnknown); FirstUnknown = cast
(S); UniqueSCEVs.InsertNode(S, IP); return S; } //===----------------------------------------------------------------------===// // Basic SCEV Analysis and PHI Idiom Recognition Code // /// isSCEVable - Test if values of the given type are analyzable within /// the SCEV framework. This primarily includes integer types, and it /// can optionally include pointer types if the ScalarEvolution class /// has access to target-specific information. bool ScalarEvolution::isSCEVable(Type *Ty) const { // Integers and pointers are always SCEVable. return Ty->isIntegerTy() || Ty->isPointerTy(); } /// getTypeSizeInBits - Return the size in bits of the specified type, /// for which isSCEVable must return true. uint64_t ScalarEvolution::getTypeSizeInBits(Type *Ty) const { assert(isSCEVable(Ty) && "Type is not SCEVable!"); // If we have a TargetData, use it! if (TD) return TD->getTypeSizeInBits(Ty); // Integer types have fixed sizes. if (Ty->isIntegerTy()) return Ty->getPrimitiveSizeInBits(); // The only other support type is pointer. Without TargetData, conservatively // assume pointers are 64-bit. assert(Ty->isPointerTy() && "isSCEVable permitted a non-SCEVable type!"); return 64; } /// getEffectiveSCEVType - Return a type with the same bitwidth as /// the given type and which represents how SCEV will treat the given /// type, for which isSCEVable must return true. For pointer types, /// this is the pointer-sized integer type. Type *ScalarEvolution::getEffectiveSCEVType(Type *Ty) const { assert(isSCEVable(Ty) && "Type is not SCEVable!"); if (Ty->isIntegerTy()) return Ty; // The only other support type is pointer. assert(Ty->isPointerTy() && "Unexpected non-pointer non-integer type!"); if (TD) return TD->getIntPtrType(getContext()); // Without TargetData, conservatively assume pointers are 64-bit. return Type::getInt64Ty(getContext()); } const SCEV *ScalarEvolution::getCouldNotCompute() { return &CouldNotCompute; } /// getSCEV - Return an existing SCEV if it exists, otherwise analyze the /// expression and create a new one. const SCEV *ScalarEvolution::getSCEV(Value *V) { assert(isSCEVable(V->getType()) && "Value is not SCEVable!"); ValueExprMapType::const_iterator I = ValueExprMap.find(V); if (I != ValueExprMap.end()) return I->second; const SCEV *S = createSCEV(V); // The process of creating a SCEV for V may have caused other SCEVs // to have been created, so it's necessary to insert the new entry // from scratch, rather than trying to remember the insert position // above. ValueExprMap.insert(std::make_pair(SCEVCallbackVH(V, this), S)); return S; } /// getNegativeSCEV - Return a SCEV corresponding to -V = -1*V /// const SCEV *ScalarEvolution::getNegativeSCEV(const SCEV *V) { if (const SCEVConstant *VC = dyn_cast
(V)) return getConstant( cast
(ConstantExpr::getNeg(VC->getValue()))); Type *Ty = V->getType(); Ty = getEffectiveSCEVType(Ty); return getMulExpr(V, getConstant(cast
(Constant::getAllOnesValue(Ty)))); } /// getNotSCEV - Return a SCEV corresponding to ~V = -1-V const SCEV *ScalarEvolution::getNotSCEV(const SCEV *V) { if (const SCEVConstant *VC = dyn_cast
(V)) return getConstant( cast
(ConstantExpr::getNot(VC->getValue()))); Type *Ty = V->getType(); Ty = getEffectiveSCEVType(Ty); const SCEV *AllOnes = getConstant(cast
(Constant::getAllOnesValue(Ty))); return getMinusSCEV(AllOnes, V); } /// getMinusSCEV - Return LHS-RHS. Minus is represented in SCEV as A+B*-1. const SCEV *ScalarEvolution::getMinusSCEV(const SCEV *LHS, const SCEV *RHS, SCEV::NoWrapFlags Flags) { assert(!maskFlags(Flags, SCEV::FlagNUW) && "subtraction does not have NUW"); // Fast path: X - X --> 0. if (LHS == RHS) return getConstant(LHS->getType(), 0); // X - Y --> X + -Y return getAddExpr(LHS, getNegativeSCEV(RHS), Flags); } /// getTruncateOrZeroExtend - Return a SCEV corresponding to a conversion of the /// input value to the specified type. If the type must be extended, it is zero /// extended. const SCEV * ScalarEvolution::getTruncateOrZeroExtend(const SCEV *V, Type *Ty) { Type *SrcTy = V->getType(); assert((SrcTy->isIntegerTy() || SrcTy->isPointerTy()) && (Ty->isIntegerTy() || Ty->isPointerTy()) && "Cannot truncate or zero extend with non-integer arguments!"); if (getTypeSizeInBits(SrcTy) == getTypeSizeInBits(Ty)) return V; // No conversion if (getTypeSizeInBits(SrcTy) > getTypeSizeInBits(Ty)) return getTruncateExpr(V, Ty); return getZeroExtendExpr(V, Ty); } /// getTruncateOrSignExtend - Return a SCEV corresponding to a conversion of the /// input value to the specified type. If the type must be extended, it is sign /// extended. const SCEV * ScalarEvolution::getTruncateOrSignExtend(const SCEV *V, Type *Ty) { Type *SrcTy = V->getType(); assert((SrcTy->isIntegerTy() || SrcTy->isPointerTy()) && (Ty->isIntegerTy() || Ty->isPointerTy()) && "Cannot truncate or zero extend with non-integer arguments!"); if (getTypeSizeInBits(SrcTy) == getTypeSizeInBits(Ty)) return V; // No conversion if (getTypeSizeInBits(SrcTy) > getTypeSizeInBits(Ty)) return getTruncateExpr(V, Ty); return getSignExtendExpr(V, Ty); } /// getNoopOrZeroExtend - Return a SCEV corresponding to a conversion of the /// input value to the specified type. If the type must be extended, it is zero /// extended. The conversion must not be narrowing. const SCEV * ScalarEvolution::getNoopOrZeroExtend(const SCEV *V, Type *Ty) { Type *SrcTy = V->getType(); assert((SrcTy->isIntegerTy() || SrcTy->isPointerTy()) && (Ty->isIntegerTy() || Ty->isPointerTy()) && "Cannot noop or zero extend with non-integer arguments!"); assert(getTypeSizeInBits(SrcTy) <= getTypeSizeInBits(Ty) && "getNoopOrZeroExtend cannot truncate!"); if (getTypeSizeInBits(SrcTy) == getTypeSizeInBits(Ty)) return V; // No conversion return getZeroExtendExpr(V, Ty); } /// getNoopOrSignExtend - Return a SCEV corresponding to a conversion of the /// input value to the specified type. If the type must be extended, it is sign /// extended. The conversion must not be narrowing. const SCEV * ScalarEvolution::getNoopOrSignExtend(const SCEV *V, Type *Ty) { Type *SrcTy = V->getType(); assert((SrcTy->isIntegerTy() || SrcTy->isPointerTy()) && (Ty->isIntegerTy() || Ty->isPointerTy()) && "Cannot noop or sign extend with non-integer arguments!"); assert(getTypeSizeInBits(SrcTy) <= getTypeSizeInBits(Ty) && "getNoopOrSignExtend cannot truncate!"); if (getTypeSizeInBits(SrcTy) == getTypeSizeInBits(Ty)) return V; // No conversion return getSignExtendExpr(V, Ty); } /// getNoopOrAnyExtend - Return a SCEV corresponding to a conversion of /// the input value to the specified type. If the type must be extended, /// it is extended with unspecified bits. The conversion must not be /// narrowing. const SCEV * ScalarEvolution::getNoopOrAnyExtend(const SCEV *V, Type *Ty) { Type *SrcTy = V->getType(); assert((SrcTy->isIntegerTy() || SrcTy->isPointerTy()) && (Ty->isIntegerTy() || Ty->isPointerTy()) && "Cannot noop or any extend with non-integer arguments!"); assert(getTypeSizeInBits(SrcTy) <= getTypeSizeInBits(Ty) && "getNoopOrAnyExtend cannot truncate!"); if (getTypeSizeInBits(SrcTy) == getTypeSizeInBits(Ty)) return V; // No conversion return getAnyExtendExpr(V, Ty); } /// getTruncateOrNoop - Return a SCEV corresponding to a conversion of the /// input value to the specified type. The conversion must not be widening. const SCEV * ScalarEvolution::getTruncateOrNoop(const SCEV *V, Type *Ty) { Type *SrcTy = V->getType(); assert((SrcTy->isIntegerTy() || SrcTy->isPointerTy()) && (Ty->isIntegerTy() || Ty->isPointerTy()) && "Cannot truncate or noop with non-integer arguments!"); assert(getTypeSizeInBits(SrcTy) >= getTypeSizeInBits(Ty) && "getTruncateOrNoop cannot extend!"); if (getTypeSizeInBits(SrcTy) == getTypeSizeInBits(Ty)) return V; // No conversion return getTruncateExpr(V, Ty); } /// getUMaxFromMismatchedTypes - Promote the operands to the wider of /// the types using zero-extension, and then perform a umax operation /// with them. const SCEV *ScalarEvolution::getUMaxFromMismatchedTypes(const SCEV *LHS, const SCEV *RHS) { const SCEV *PromotedLHS = LHS; const SCEV *PromotedRHS = RHS; if (getTypeSizeInBits(LHS->getType()) > getTypeSizeInBits(RHS->getType())) PromotedRHS = getZeroExtendExpr(RHS, LHS->getType()); else PromotedLHS = getNoopOrZeroExtend(LHS, RHS->getType()); return getUMaxExpr(PromotedLHS, PromotedRHS); } /// getUMinFromMismatchedTypes - Promote the operands to the wider of /// the types using zero-extension, and then perform a umin operation /// with them. const SCEV *ScalarEvolution::getUMinFromMismatchedTypes(const SCEV *LHS, const SCEV *RHS) { const SCEV *PromotedLHS = LHS; const SCEV *PromotedRHS = RHS; if (getTypeSizeInBits(LHS->getType()) > getTypeSizeInBits(RHS->getType())) PromotedRHS = getZeroExtendExpr(RHS, LHS->getType()); else PromotedLHS = getNoopOrZeroExtend(LHS, RHS->getType()); return getUMinExpr(PromotedLHS, PromotedRHS); } /// getPointerBase - Transitively follow the chain of pointer-type operands /// until reaching a SCEV that does not have a single pointer operand. This /// returns a SCEVUnknown pointer for well-formed pointer-type expressions, /// but corner cases do exist. const SCEV *ScalarEvolution::getPointerBase(const SCEV *V) { // A pointer operand may evaluate to a nonpointer expression, such as null. if (!V->getType()->isPointerTy()) return V; if (const SCEVCastExpr *Cast = dyn_cast
(V)) { return getPointerBase(Cast->getOperand()); } else if (const SCEVNAryExpr *NAry = dyn_cast
(V)) { const SCEV *PtrOp = 0; for (SCEVNAryExpr::op_iterator I = NAry->op_begin(), E = NAry->op_end(); I != E; ++I) { if ((*I)->getType()->isPointerTy()) { // Cannot find the base of an expression with multiple pointer operands. if (PtrOp) return V; PtrOp = *I; } } if (!PtrOp) return V; return getPointerBase(PtrOp); } return V; } /// PushDefUseChildren - Push users of the given Instruction /// onto the given Worklist. static void PushDefUseChildren(Instruction *I, SmallVectorImpl
&Worklist) { // Push the def-use children onto the Worklist stack. for (Value::use_iterator UI = I->use_begin(), UE = I->use_end(); UI != UE; ++UI) Worklist.push_back(cast
(*UI)); } /// ForgetSymbolicValue - This looks up computed SCEV values for all /// instructions that depend on the given instruction and removes them from /// the ValueExprMapType map if they reference SymName. This is used during PHI /// resolution. void ScalarEvolution::ForgetSymbolicName(Instruction *PN, const SCEV *SymName) { SmallVector
Worklist; PushDefUseChildren(PN, Worklist); SmallPtrSet
Visited; Visited.insert(PN); while (!Worklist.empty()) { Instruction *I = Worklist.pop_back_val(); if (!Visited.insert(I)) continue; ValueExprMapType::iterator It = ValueExprMap.find(static_cast
(I)); if (It != ValueExprMap.end()) { const SCEV *Old = It->second; // Short-circuit the def-use traversal if the symbolic name // ceases to appear in expressions. if (Old != SymName && !hasOperand(Old, SymName)) continue; // SCEVUnknown for a PHI either means that it has an unrecognized // structure, it's a PHI that's in the progress of being computed // by createNodeForPHI, or it's a single-value PHI. In the first case, // additional loop trip count information isn't going to change anything. // In the second case, createNodeForPHI will perform the necessary // updates on its own when it gets to that point. In the third, we do // want to forget the SCEVUnknown. if (!isa
(I) || !isa
(Old) || (I != PN && Old == SymName)) { forgetMemoizedResults(Old); ValueExprMap.erase(It); } } PushDefUseChildren(I, Worklist); } } /// createNodeForPHI - PHI nodes have two cases. Either the PHI node exists in /// a loop header, making it a potential recurrence, or it doesn't. /// const SCEV *ScalarEvolution::createNodeForPHI(PHINode *PN) { if (const Loop *L = LI->getLoopFor(PN->getParent())) if (L->getHeader() == PN->getParent()) { // The loop may have multiple entrances or multiple exits; we can analyze // this phi as an addrec if it has a unique entry value and a unique // backedge value. Value *BEValueV = 0, *StartValueV = 0; for (unsigned i = 0, e = PN->getNumIncomingValues(); i != e; ++i) { Value *V = PN->getIncomingValue(i); if (L->contains(PN->getIncomingBlock(i))) { if (!BEValueV) { BEValueV = V; } else if (BEValueV != V) { BEValueV = 0; break; } } else if (!StartValueV) { StartValueV = V; } else if (StartValueV != V) { StartValueV = 0; break; } } if (BEValueV && StartValueV) { // While we are analyzing this PHI node, handle its value symbolically. const SCEV *SymbolicName = getUnknown(PN); assert(ValueExprMap.find(PN) == ValueExprMap.end() && "PHI node already processed?"); ValueExprMap.insert(std::make_pair(SCEVCallbackVH(PN, this), SymbolicName)); // Using this symbolic name for the PHI, analyze the value coming around // the back-edge. const SCEV *BEValue = getSCEV(BEValueV); // NOTE: If BEValue is loop invariant, we know that the PHI node just // has a special value for the first iteration of the loop. // If the value coming around the backedge is an add with the symbolic // value we just inserted, then we found a simple induction variable! if (const SCEVAddExpr *Add = dyn_cast
(BEValue)) { // If there is a single occurrence of the symbolic value, replace it // with a recurrence. unsigned FoundIndex = Add->getNumOperands(); for (unsigned i = 0, e = Add->getNumOperands(); i != e; ++i) if (Add->getOperand(i) == SymbolicName) if (FoundIndex == e) { FoundIndex = i; break; } if (FoundIndex != Add->getNumOperands()) { // Create an add with everything but the specified operand. SmallVector
Ops; for (unsigned i = 0, e = Add->getNumOperands(); i != e; ++i) if (i != FoundIndex) Ops.push_back(Add->getOperand(i)); const SCEV *Accum = getAddExpr(Ops); // This is not a valid addrec if the step amount is varying each // loop iteration, but is not itself an addrec in this loop. if (isLoopInvariant(Accum, L) || (isa
(Accum) && cast
(Accum)->getLoop() == L)) { SCEV::NoWrapFlags Flags = SCEV::FlagAnyWrap; // If the increment doesn't overflow, then neither the addrec nor // the post-increment will overflow. if (const AddOperator *OBO = dyn_cast
(BEValueV)) { if (OBO->hasNoUnsignedWrap()) Flags = setFlags(Flags, SCEV::FlagNUW); if (OBO->hasNoSignedWrap()) Flags = setFlags(Flags, SCEV::FlagNSW); } else if (const GEPOperator *GEP = dyn_cast
(BEValueV)) { // If the increment is an inbounds GEP, then we know the address // space cannot be wrapped around. We cannot make any guarantee // about signed or unsigned overflow because pointers are // unsigned but we may have a negative index from the base // pointer. if (GEP->isInBounds()) Flags = setFlags(Flags, SCEV::FlagNW); } const SCEV *StartVal = getSCEV(StartValueV); const SCEV *PHISCEV = getAddRecExpr(StartVal, Accum, L, Flags); // Since the no-wrap flags are on the increment, they apply to the // post-incremented value as well. if (isLoopInvariant(Accum, L)) (void)getAddRecExpr(getAddExpr(StartVal, Accum), Accum, L, Flags); // Okay, for the entire analysis of this edge we assumed the PHI // to be symbolic. We now need to go back and purge all of the // entries for the scalars that use the symbolic expression. ForgetSymbolicName(PN, SymbolicName); ValueExprMap[SCEVCallbackVH(PN, this)] = PHISCEV; return PHISCEV; } } } else if (const SCEVAddRecExpr *AddRec = dyn_cast
(BEValue)) { // Otherwise, this could be a loop like this: // i = 0; for (j = 1; ..; ++j) { .... i = j; } // In this case, j = {1,+,1} and BEValue is j. // Because the other in-value of i (0) fits the evolution of BEValue // i really is an addrec evolution. if (AddRec->getLoop() == L && AddRec->isAffine()) { const SCEV *StartVal = getSCEV(StartValueV); // If StartVal = j.start - j.stride, we can use StartVal as the // initial step of the addrec evolution. if (StartVal == getMinusSCEV(AddRec->getOperand(0), AddRec->getOperand(1))) { // FIXME: For constant StartVal, we should be able to infer // no-wrap flags. const SCEV *PHISCEV = getAddRecExpr(StartVal, AddRec->getOperand(1), L, SCEV::FlagAnyWrap); // Okay, for the entire analysis of this edge we assumed the PHI // to be symbolic. We now need to go back and purge all of the // entries for the scalars that use the symbolic expression. ForgetSymbolicName(PN, SymbolicName); ValueExprMap[SCEVCallbackVH(PN, this)] = PHISCEV; return PHISCEV; } } } } } // If the PHI has a single incoming value, follow that value, unless the // PHI's incoming blocks are in a different loop, in which case doing so // risks breaking LCSSA form. Instcombine would normally zap these, but // it doesn't have DominatorTree information, so it may miss cases. if (Value *V = SimplifyInstruction(PN, TD, DT)) if (LI->replacementPreservesLCSSAForm(PN, V)) return getSCEV(V); // If it's not a loop phi, we can't handle it yet. return getUnknown(PN); } /// createNodeForGEP - Expand GEP instructions into add and multiply /// operations. This allows them to be analyzed by regular SCEV code. /// const SCEV *ScalarEvolution::createNodeForGEP(GEPOperator *GEP) { // Don't blindly transfer the inbounds flag from the GEP instruction to the // Add expression, because the Instruction may be guarded by control flow // and the no-overflow bits may not be valid for the expression in any // context. bool isInBounds = GEP->isInBounds(); Type *IntPtrTy = getEffectiveSCEVType(GEP->getType()); Value *Base = GEP->getOperand(0); // Don't attempt to analyze GEPs over unsized objects. if (!cast
(Base->getType())->getElementType()->isSized()) return getUnknown(GEP); const SCEV *TotalOffset = getConstant(IntPtrTy, 0); gep_type_iterator GTI = gep_type_begin(GEP); for (GetElementPtrInst::op_iterator I = llvm::next(GEP->op_begin()), E = GEP->op_end(); I != E; ++I) { Value *Index = *I; // Compute the (potentially symbolic) offset in bytes for this index. if (StructType *STy = dyn_cast
(*GTI++)) { // For a struct, add the member offset. unsigned FieldNo = cast