forked from OSchip/llvm-project
563 lines
21 KiB
C++
563 lines
21 KiB
C++
//===--------- SCEVAffinator.cpp - Create Scops from LLVM IR -------------===//
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//
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// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
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// See https://llvm.org/LICENSE.txt for license information.
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// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
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//
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//===----------------------------------------------------------------------===//
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//
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// Create a polyhedral description for a SCEV value.
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//
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//===----------------------------------------------------------------------===//
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#include "polly/Support/SCEVAffinator.h"
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#include "polly/Options.h"
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#include "polly/ScopInfo.h"
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#include "polly/Support/GICHelper.h"
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#include "polly/Support/SCEVValidator.h"
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#include "isl/aff.h"
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#include "isl/local_space.h"
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#include "isl/set.h"
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#include "isl/val.h"
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using namespace llvm;
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using namespace polly;
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static cl::opt<bool> IgnoreIntegerWrapping(
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"polly-ignore-integer-wrapping",
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cl::desc("Do not build run-time checks to proof absence of integer "
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"wrapping"),
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cl::Hidden, cl::ZeroOrMore, cl::init(false), cl::cat(PollyCategory));
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// The maximal number of basic sets we allow during the construction of a
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// piecewise affine function. More complex ones will result in very high
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// compile time.
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static int const MaxDisjunctionsInPwAff = 100;
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// The maximal number of bits for which a general expression is modeled
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// precisely.
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static unsigned const MaxSmallBitWidth = 7;
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/// Add the number of basic sets in @p Domain to @p User
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static isl_stat addNumBasicSets(__isl_take isl_set *Domain,
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__isl_take isl_aff *Aff, void *User) {
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auto *NumBasicSets = static_cast<unsigned *>(User);
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*NumBasicSets += isl_set_n_basic_set(Domain);
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isl_set_free(Domain);
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isl_aff_free(Aff);
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return isl_stat_ok;
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}
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/// Determine if @p PWAC is too complex to continue.
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static bool isTooComplex(PWACtx PWAC) {
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unsigned NumBasicSets = 0;
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isl_pw_aff_foreach_piece(PWAC.first.get(), addNumBasicSets, &NumBasicSets);
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if (NumBasicSets <= MaxDisjunctionsInPwAff)
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return false;
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return true;
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}
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/// Return the flag describing the possible wrapping of @p Expr.
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static SCEV::NoWrapFlags getNoWrapFlags(const SCEV *Expr) {
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if (auto *NAry = dyn_cast<SCEVNAryExpr>(Expr))
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return NAry->getNoWrapFlags();
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return SCEV::NoWrapMask;
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}
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static PWACtx combine(PWACtx PWAC0, PWACtx PWAC1,
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__isl_give isl_pw_aff *(Fn)(__isl_take isl_pw_aff *,
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__isl_take isl_pw_aff *)) {
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PWAC0.first = isl::manage(Fn(PWAC0.first.release(), PWAC1.first.release()));
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PWAC0.second = PWAC0.second.unite(PWAC1.second);
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return PWAC0;
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}
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static __isl_give isl_pw_aff *getWidthExpValOnDomain(unsigned Width,
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__isl_take isl_set *Dom) {
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auto *Ctx = isl_set_get_ctx(Dom);
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auto *WidthVal = isl_val_int_from_ui(Ctx, Width);
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auto *ExpVal = isl_val_2exp(WidthVal);
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return isl_pw_aff_val_on_domain(Dom, ExpVal);
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}
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SCEVAffinator::SCEVAffinator(Scop *S, LoopInfo &LI)
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: S(S), Ctx(S->getIslCtx().get()), SE(*S->getSE()), LI(LI),
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TD(S->getFunction().getParent()->getDataLayout()) {}
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Loop *SCEVAffinator::getScope() { return BB ? LI.getLoopFor(BB) : nullptr; }
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void SCEVAffinator::interpretAsUnsigned(PWACtx &PWAC, unsigned Width) {
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auto *NonNegDom = isl_pw_aff_nonneg_set(PWAC.first.copy());
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auto *NonNegPWA =
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isl_pw_aff_intersect_domain(PWAC.first.copy(), isl_set_copy(NonNegDom));
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auto *ExpPWA = getWidthExpValOnDomain(Width, isl_set_complement(NonNegDom));
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PWAC.first = isl::manage(isl_pw_aff_union_add(
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NonNegPWA, isl_pw_aff_add(PWAC.first.release(), ExpPWA)));
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}
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void SCEVAffinator::takeNonNegativeAssumption(
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PWACtx &PWAC, RecordedAssumptionsTy *RecordedAssumptions) {
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this->RecordedAssumptions = RecordedAssumptions;
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auto *NegPWA = isl_pw_aff_neg(PWAC.first.copy());
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auto *NegDom = isl_pw_aff_pos_set(NegPWA);
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PWAC.second =
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isl::manage(isl_set_union(PWAC.second.release(), isl_set_copy(NegDom)));
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auto *Restriction = BB ? NegDom : isl_set_params(NegDom);
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auto DL = BB ? BB->getTerminator()->getDebugLoc() : DebugLoc();
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recordAssumption(RecordedAssumptions, UNSIGNED, isl::manage(Restriction), DL,
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AS_RESTRICTION, BB);
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}
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PWACtx SCEVAffinator::getPWACtxFromPWA(isl::pw_aff PWA) {
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return std::make_pair(PWA, isl::set::empty(isl::space(Ctx, 0, NumIterators)));
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}
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PWACtx SCEVAffinator::getPwAff(const SCEV *Expr, BasicBlock *BB,
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RecordedAssumptionsTy *RecordedAssumptions) {
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this->BB = BB;
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this->RecordedAssumptions = RecordedAssumptions;
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if (BB) {
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auto *DC = S->getDomainConditions(BB).release();
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NumIterators = isl_set_n_dim(DC);
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isl_set_free(DC);
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} else
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NumIterators = 0;
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return visit(Expr);
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}
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PWACtx SCEVAffinator::checkForWrapping(const SCEV *Expr, PWACtx PWAC) const {
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// If the SCEV flags do contain NSW (no signed wrap) then PWA already
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// represents Expr in modulo semantic (it is not allowed to overflow), thus we
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// are done. Otherwise, we will compute:
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// PWA = ((PWA + 2^(n-1)) mod (2 ^ n)) - 2^(n-1)
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// whereas n is the number of bits of the Expr, hence:
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// n = bitwidth(ExprType)
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if (IgnoreIntegerWrapping || (getNoWrapFlags(Expr) & SCEV::FlagNSW))
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return PWAC;
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isl::pw_aff PWAMod = addModuloSemantic(PWAC.first, Expr->getType());
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isl::set NotEqualSet = PWAC.first.ne_set(PWAMod);
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PWAC.second = PWAC.second.unite(NotEqualSet).coalesce();
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const DebugLoc &Loc = BB ? BB->getTerminator()->getDebugLoc() : DebugLoc();
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if (!BB)
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NotEqualSet = NotEqualSet.params();
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NotEqualSet = NotEqualSet.coalesce();
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if (!NotEqualSet.is_empty())
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recordAssumption(RecordedAssumptions, WRAPPING, NotEqualSet, Loc,
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AS_RESTRICTION, BB);
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return PWAC;
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}
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isl::pw_aff SCEVAffinator::addModuloSemantic(isl::pw_aff PWA,
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Type *ExprType) const {
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unsigned Width = TD.getTypeSizeInBits(ExprType);
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auto ModVal = isl::val::int_from_ui(Ctx, Width);
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ModVal = ModVal.pow2();
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isl::set Domain = PWA.domain();
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isl::pw_aff AddPW =
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isl::manage(getWidthExpValOnDomain(Width - 1, Domain.release()));
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return PWA.add(AddPW).mod(ModVal).sub(AddPW);
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}
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bool SCEVAffinator::hasNSWAddRecForLoop(Loop *L) const {
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for (const auto &CachedPair : CachedExpressions) {
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auto *AddRec = dyn_cast<SCEVAddRecExpr>(CachedPair.first.first);
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if (!AddRec)
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continue;
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if (AddRec->getLoop() != L)
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continue;
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if (AddRec->getNoWrapFlags() & SCEV::FlagNSW)
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return true;
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}
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return false;
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}
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bool SCEVAffinator::computeModuloForExpr(const SCEV *Expr) {
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unsigned Width = TD.getTypeSizeInBits(Expr->getType());
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// We assume nsw expressions never overflow.
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if (auto *NAry = dyn_cast<SCEVNAryExpr>(Expr))
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if (NAry->getNoWrapFlags() & SCEV::FlagNSW)
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return false;
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return Width <= MaxSmallBitWidth;
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}
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PWACtx SCEVAffinator::visit(const SCEV *Expr) {
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auto Key = std::make_pair(Expr, BB);
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PWACtx PWAC = CachedExpressions[Key];
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if (PWAC.first)
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return PWAC;
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auto ConstantAndLeftOverPair = extractConstantFactor(Expr, SE);
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auto *Factor = ConstantAndLeftOverPair.first;
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Expr = ConstantAndLeftOverPair.second;
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auto *Scope = getScope();
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S->addParams(getParamsInAffineExpr(&S->getRegion(), Scope, Expr, SE));
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// In case the scev is a valid parameter, we do not further analyze this
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// expression, but create a new parameter in the isl_pw_aff. This allows us
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// to treat subexpressions that we cannot translate into an piecewise affine
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// expression, as constant parameters of the piecewise affine expression.
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if (isl_id *Id = S->getIdForParam(Expr).release()) {
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isl_space *Space = isl_space_set_alloc(Ctx.get(), 1, NumIterators);
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Space = isl_space_set_dim_id(Space, isl_dim_param, 0, Id);
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isl_set *Domain = isl_set_universe(isl_space_copy(Space));
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isl_aff *Affine = isl_aff_zero_on_domain(isl_local_space_from_space(Space));
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Affine = isl_aff_add_coefficient_si(Affine, isl_dim_param, 0, 1);
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PWAC = getPWACtxFromPWA(isl::manage(isl_pw_aff_alloc(Domain, Affine)));
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} else {
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PWAC = SCEVVisitor<SCEVAffinator, PWACtx>::visit(Expr);
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if (computeModuloForExpr(Expr))
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PWAC.first = addModuloSemantic(PWAC.first, Expr->getType());
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else
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PWAC = checkForWrapping(Expr, PWAC);
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}
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if (!Factor->getType()->isIntegerTy(1)) {
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PWAC = combine(PWAC, visitConstant(Factor), isl_pw_aff_mul);
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if (computeModuloForExpr(Key.first))
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PWAC.first = addModuloSemantic(PWAC.first, Expr->getType());
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}
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// For compile time reasons we need to simplify the PWAC before we cache and
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// return it.
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PWAC.first = PWAC.first.coalesce();
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if (!computeModuloForExpr(Key.first))
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PWAC = checkForWrapping(Key.first, PWAC);
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CachedExpressions[Key] = PWAC;
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return PWAC;
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}
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PWACtx SCEVAffinator::visitConstant(const SCEVConstant *Expr) {
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ConstantInt *Value = Expr->getValue();
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isl_val *v;
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// LLVM does not define if an integer value is interpreted as a signed or
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// unsigned value. Hence, without further information, it is unknown how
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// this value needs to be converted to GMP. At the moment, we only support
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// signed operations. So we just interpret it as signed. Later, there are
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// two options:
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//
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// 1. We always interpret any value as signed and convert the values on
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// demand.
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// 2. We pass down the signedness of the calculation and use it to interpret
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// this constant correctly.
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v = isl_valFromAPInt(Ctx.get(), Value->getValue(), /* isSigned */ true);
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isl_space *Space = isl_space_set_alloc(Ctx.get(), 0, NumIterators);
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isl_local_space *ls = isl_local_space_from_space(Space);
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return getPWACtxFromPWA(
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isl::manage(isl_pw_aff_from_aff(isl_aff_val_on_domain(ls, v))));
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}
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PWACtx SCEVAffinator::visitTruncateExpr(const SCEVTruncateExpr *Expr) {
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// Truncate operations are basically modulo operations, thus we can
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// model them that way. However, for large types we assume the operand
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// to fit in the new type size instead of introducing a modulo with a very
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// large constant.
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auto *Op = Expr->getOperand();
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auto OpPWAC = visit(Op);
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unsigned Width = TD.getTypeSizeInBits(Expr->getType());
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if (computeModuloForExpr(Expr))
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return OpPWAC;
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auto *Dom = OpPWAC.first.domain().release();
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auto *ExpPWA = getWidthExpValOnDomain(Width - 1, Dom);
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auto *GreaterDom =
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isl_pw_aff_ge_set(OpPWAC.first.copy(), isl_pw_aff_copy(ExpPWA));
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auto *SmallerDom =
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isl_pw_aff_lt_set(OpPWAC.first.copy(), isl_pw_aff_neg(ExpPWA));
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auto *OutOfBoundsDom = isl_set_union(SmallerDom, GreaterDom);
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OpPWAC.second = OpPWAC.second.unite(isl::manage_copy(OutOfBoundsDom));
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if (!BB) {
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assert(isl_set_dim(OutOfBoundsDom, isl_dim_set) == 0 &&
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"Expected a zero dimensional set for non-basic-block domains");
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OutOfBoundsDom = isl_set_params(OutOfBoundsDom);
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}
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recordAssumption(RecordedAssumptions, UNSIGNED, isl::manage(OutOfBoundsDom),
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DebugLoc(), AS_RESTRICTION, BB);
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return OpPWAC;
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}
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PWACtx SCEVAffinator::visitZeroExtendExpr(const SCEVZeroExtendExpr *Expr) {
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// A zero-extended value can be interpreted as a piecewise defined signed
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// value. If the value was non-negative it stays the same, otherwise it
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// is the sum of the original value and 2^n where n is the bit-width of
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// the original (or operand) type. Examples:
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// zext i8 127 to i32 -> { [127] }
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// zext i8 -1 to i32 -> { [256 + (-1)] } = { [255] }
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// zext i8 %v to i32 -> [v] -> { [v] | v >= 0; [256 + v] | v < 0 }
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//
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// However, LLVM/Scalar Evolution uses zero-extend (potentially lead by a
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// truncate) to represent some forms of modulo computation. The left-hand side
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// of the condition in the code below would result in the SCEV
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// "zext i1 <false, +, true>for.body" which is just another description
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// of the C expression "i & 1 != 0" or, equivalently, "i % 2 != 0".
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//
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// for (i = 0; i < N; i++)
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// if (i & 1 != 0 /* == i % 2 */)
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// /* do something */
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//
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// If we do not make the modulo explicit but only use the mechanism described
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// above we will get the very restrictive assumption "N < 3", because for all
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// values of N >= 3 the SCEVAddRecExpr operand of the zero-extend would wrap.
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// Alternatively, we can make the modulo in the operand explicit in the
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// resulting piecewise function and thereby avoid the assumption on N. For the
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// example this would result in the following piecewise affine function:
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// { [i0] -> [(1)] : 2*floor((-1 + i0)/2) = -1 + i0;
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// [i0] -> [(0)] : 2*floor((i0)/2) = i0 }
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// To this end we can first determine if the (immediate) operand of the
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// zero-extend can wrap and, in case it might, we will use explicit modulo
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// semantic to compute the result instead of emitting non-wrapping
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// assumptions.
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//
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// Note that operands with large bit-widths are less likely to be negative
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// because it would result in a very large access offset or loop bound after
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// the zero-extend. To this end one can optimistically assume the operand to
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// be positive and avoid the piecewise definition if the bit-width is bigger
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// than some threshold (here MaxZextSmallBitWidth).
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//
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// We choose to go with a hybrid solution of all modeling techniques described
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// above. For small bit-widths (up to MaxZextSmallBitWidth) we will model the
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// wrapping explicitly and use a piecewise defined function. However, if the
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// bit-width is bigger than MaxZextSmallBitWidth we will employ overflow
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// assumptions and assume the "former negative" piece will not exist.
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auto *Op = Expr->getOperand();
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auto OpPWAC = visit(Op);
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// If the width is to big we assume the negative part does not occur.
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if (!computeModuloForExpr(Op)) {
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takeNonNegativeAssumption(OpPWAC, RecordedAssumptions);
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return OpPWAC;
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}
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// If the width is small build the piece for the non-negative part and
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// the one for the negative part and unify them.
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unsigned Width = TD.getTypeSizeInBits(Op->getType());
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interpretAsUnsigned(OpPWAC, Width);
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return OpPWAC;
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}
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PWACtx SCEVAffinator::visitSignExtendExpr(const SCEVSignExtendExpr *Expr) {
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// As all values are represented as signed, a sign extension is a noop.
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return visit(Expr->getOperand());
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}
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PWACtx SCEVAffinator::visitAddExpr(const SCEVAddExpr *Expr) {
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PWACtx Sum = visit(Expr->getOperand(0));
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for (int i = 1, e = Expr->getNumOperands(); i < e; ++i) {
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Sum = combine(Sum, visit(Expr->getOperand(i)), isl_pw_aff_add);
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if (isTooComplex(Sum))
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return complexityBailout();
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}
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return Sum;
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}
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PWACtx SCEVAffinator::visitMulExpr(const SCEVMulExpr *Expr) {
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PWACtx Prod = visit(Expr->getOperand(0));
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for (int i = 1, e = Expr->getNumOperands(); i < e; ++i) {
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Prod = combine(Prod, visit(Expr->getOperand(i)), isl_pw_aff_mul);
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if (isTooComplex(Prod))
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return complexityBailout();
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}
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return Prod;
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}
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PWACtx SCEVAffinator::visitAddRecExpr(const SCEVAddRecExpr *Expr) {
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assert(Expr->isAffine() && "Only affine AddRecurrences allowed");
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auto Flags = Expr->getNoWrapFlags();
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// Directly generate isl_pw_aff for Expr if 'start' is zero.
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if (Expr->getStart()->isZero()) {
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assert(S->contains(Expr->getLoop()) &&
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"Scop does not contain the loop referenced in this AddRec");
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PWACtx Step = visit(Expr->getOperand(1));
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isl_space *Space = isl_space_set_alloc(Ctx.get(), 0, NumIterators);
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isl_local_space *LocalSpace = isl_local_space_from_space(Space);
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unsigned loopDimension = S->getRelativeLoopDepth(Expr->getLoop());
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isl_aff *LAff = isl_aff_set_coefficient_si(
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isl_aff_zero_on_domain(LocalSpace), isl_dim_in, loopDimension, 1);
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isl_pw_aff *LPwAff = isl_pw_aff_from_aff(LAff);
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Step.first = Step.first.mul(isl::manage(LPwAff));
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return Step;
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}
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// Translate AddRecExpr from '{start, +, inc}' into 'start + {0, +, inc}'
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// if 'start' is not zero.
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// TODO: Using the original SCEV no-wrap flags is not always safe, however
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// as our code generation is reordering the expression anyway it doesn't
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// really matter.
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const SCEV *ZeroStartExpr =
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SE.getAddRecExpr(SE.getConstant(Expr->getStart()->getType(), 0),
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Expr->getStepRecurrence(SE), Expr->getLoop(), Flags);
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PWACtx Result = visit(ZeroStartExpr);
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PWACtx Start = visit(Expr->getStart());
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Result = combine(Result, Start, isl_pw_aff_add);
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return Result;
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}
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PWACtx SCEVAffinator::visitSMaxExpr(const SCEVSMaxExpr *Expr) {
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PWACtx Max = visit(Expr->getOperand(0));
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for (int i = 1, e = Expr->getNumOperands(); i < e; ++i) {
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Max = combine(Max, visit(Expr->getOperand(i)), isl_pw_aff_max);
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if (isTooComplex(Max))
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return complexityBailout();
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}
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return Max;
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}
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PWACtx SCEVAffinator::visitSMinExpr(const SCEVSMinExpr *Expr) {
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PWACtx Min = visit(Expr->getOperand(0));
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for (int i = 1, e = Expr->getNumOperands(); i < e; ++i) {
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Min = combine(Min, visit(Expr->getOperand(i)), isl_pw_aff_min);
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if (isTooComplex(Min))
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return complexityBailout();
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}
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return Min;
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}
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PWACtx SCEVAffinator::visitUMaxExpr(const SCEVUMaxExpr *Expr) {
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llvm_unreachable("SCEVUMaxExpr not yet supported");
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}
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PWACtx SCEVAffinator::visitUMinExpr(const SCEVUMinExpr *Expr) {
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llvm_unreachable("SCEVUMinExpr not yet supported");
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}
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PWACtx SCEVAffinator::visitUDivExpr(const SCEVUDivExpr *Expr) {
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// The handling of unsigned division is basically the same as for signed
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// division, except the interpretation of the operands. As the divisor
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// has to be constant in both cases we can simply interpret it as an
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// unsigned value without additional complexity in the representation.
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// For the dividend we could choose from the different representation
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// schemes introduced for zero-extend operations but for now we will
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// simply use an assumption.
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auto *Dividend = Expr->getLHS();
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auto *Divisor = Expr->getRHS();
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assert(isa<SCEVConstant>(Divisor) &&
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"UDiv is no parameter but has a non-constant RHS.");
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auto DividendPWAC = visit(Dividend);
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auto DivisorPWAC = visit(Divisor);
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|
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if (SE.isKnownNegative(Divisor)) {
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// Interpret negative divisors unsigned. This is a special case of the
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// piece-wise defined value described for zero-extends as we already know
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// the actual value of the constant divisor.
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unsigned Width = TD.getTypeSizeInBits(Expr->getType());
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auto *DivisorDom = DivisorPWAC.first.domain().release();
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auto *WidthExpPWA = getWidthExpValOnDomain(Width, DivisorDom);
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DivisorPWAC.first = DivisorPWAC.first.add(isl::manage(WidthExpPWA));
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}
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// TODO: One can represent the dividend as piece-wise function to be more
|
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// precise but therefor a heuristic is needed.
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|
|
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// Assume a non-negative dividend.
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takeNonNegativeAssumption(DividendPWAC, RecordedAssumptions);
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DividendPWAC = combine(DividendPWAC, DivisorPWAC, isl_pw_aff_div);
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DividendPWAC.first = DividendPWAC.first.floor();
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return DividendPWAC;
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}
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PWACtx SCEVAffinator::visitSDivInstruction(Instruction *SDiv) {
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assert(SDiv->getOpcode() == Instruction::SDiv && "Assumed SDiv instruction!");
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auto *Scope = getScope();
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auto *Divisor = SDiv->getOperand(1);
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auto *DivisorSCEV = SE.getSCEVAtScope(Divisor, Scope);
|
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auto DivisorPWAC = visit(DivisorSCEV);
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assert(isa<SCEVConstant>(DivisorSCEV) &&
|
|
"SDiv is no parameter but has a non-constant RHS.");
|
|
|
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auto *Dividend = SDiv->getOperand(0);
|
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auto *DividendSCEV = SE.getSCEVAtScope(Dividend, Scope);
|
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auto DividendPWAC = visit(DividendSCEV);
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DividendPWAC = combine(DividendPWAC, DivisorPWAC, isl_pw_aff_tdiv_q);
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return DividendPWAC;
|
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}
|
|
|
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PWACtx SCEVAffinator::visitSRemInstruction(Instruction *SRem) {
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assert(SRem->getOpcode() == Instruction::SRem && "Assumed SRem instruction!");
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|
|
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auto *Scope = getScope();
|
|
auto *Divisor = SRem->getOperand(1);
|
|
auto *DivisorSCEV = SE.getSCEVAtScope(Divisor, Scope);
|
|
auto DivisorPWAC = visit(DivisorSCEV);
|
|
assert(isa<ConstantInt>(Divisor) &&
|
|
"SRem is no parameter but has a non-constant RHS.");
|
|
|
|
auto *Dividend = SRem->getOperand(0);
|
|
auto *DividendSCEV = SE.getSCEVAtScope(Dividend, Scope);
|
|
auto DividendPWAC = visit(DividendSCEV);
|
|
DividendPWAC = combine(DividendPWAC, DivisorPWAC, isl_pw_aff_tdiv_r);
|
|
return DividendPWAC;
|
|
}
|
|
|
|
PWACtx SCEVAffinator::visitUnknown(const SCEVUnknown *Expr) {
|
|
if (Instruction *I = dyn_cast<Instruction>(Expr->getValue())) {
|
|
switch (I->getOpcode()) {
|
|
case Instruction::IntToPtr:
|
|
return visit(SE.getSCEVAtScope(I->getOperand(0), getScope()));
|
|
case Instruction::PtrToInt:
|
|
return visit(SE.getSCEVAtScope(I->getOperand(0), getScope()));
|
|
case Instruction::SDiv:
|
|
return visitSDivInstruction(I);
|
|
case Instruction::SRem:
|
|
return visitSRemInstruction(I);
|
|
default:
|
|
break; // Fall through.
|
|
}
|
|
}
|
|
|
|
llvm_unreachable(
|
|
"Unknowns SCEV was neither parameter nor a valid instruction.");
|
|
}
|
|
|
|
PWACtx SCEVAffinator::complexityBailout() {
|
|
// We hit the complexity limit for affine expressions; invalidate the scop
|
|
// and return a constant zero.
|
|
const DebugLoc &Loc = BB ? BB->getTerminator()->getDebugLoc() : DebugLoc();
|
|
S->invalidate(COMPLEXITY, Loc);
|
|
return visit(SE.getZero(Type::getInt32Ty(S->getFunction().getContext())));
|
|
}
|