InferAddressSpaces.cpp 44.2 KB
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778 779 780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798 799 800 801 802 803 804 805 806 807 808 809 810 811 812 813 814 815 816 817 818 819 820 821 822 823 824 825 826 827 828 829 830 831 832 833 834 835 836 837 838 839 840 841 842 843 844 845 846 847 848 849 850 851 852 853 854 855 856 857 858 859 860 861 862 863 864 865 866 867 868 869 870 871 872 873 874 875 876 877 878 879 880 881 882 883 884 885 886 887 888 889 890 891 892 893 894 895 896 897 898 899 900 901 902 903 904 905 906 907 908 909 910 911 912 913 914 915 916 917 918 919 920 921 922 923 924 925 926 927 928 929 930 931 932 933 934 935 936 937 938 939 940 941 942 943 944 945 946 947 948 949 950 951 952 953 954 955 956 957 958 959 960 961 962 963 964 965 966 967 968 969 970 971 972 973 974 975 976 977 978 979 980 981 982 983 984 985 986 987 988 989 990 991 992 993 994 995 996 997 998 999 1000 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 1040 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 1105 1106 1107 1108 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 1148 1149 1150 1151 1152 1153
//===- InferAddressSpace.cpp - --------------------------------------------===//
//
// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
// See https://llvm.org/LICENSE.txt for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//===----------------------------------------------------------------------===//
//
// CUDA C/C++ includes memory space designation as variable type qualifers (such
// as __global__ and __shared__). Knowing the space of a memory access allows
// CUDA compilers to emit faster PTX loads and stores. For example, a load from
// shared memory can be translated to `ld.shared` which is roughly 10% faster
// than a generic `ld` on an NVIDIA Tesla K40c.
//
// Unfortunately, type qualifiers only apply to variable declarations, so CUDA
// compilers must infer the memory space of an address expression from
// type-qualified variables.
//
// LLVM IR uses non-zero (so-called) specific address spaces to represent memory
// spaces (e.g. addrspace(3) means shared memory). The Clang frontend
// places only type-qualified variables in specific address spaces, and then
// conservatively `addrspacecast`s each type-qualified variable to addrspace(0)
// (so-called the generic address space) for other instructions to use.
//
// For example, the Clang translates the following CUDA code
//   __shared__ float a[10];
//   float v = a[i];
// to
//   %0 = addrspacecast [10 x float] addrspace(3)* @a to [10 x float]*
//   %1 = gep [10 x float], [10 x float]* %0, i64 0, i64 %i
//   %v = load float, float* %1 ; emits ld.f32
// @a is in addrspace(3) since it's type-qualified, but its use from %1 is
// redirected to %0 (the generic version of @a).
//
// The optimization implemented in this file propagates specific address spaces
// from type-qualified variable declarations to its users. For example, it
// optimizes the above IR to
//   %1 = gep [10 x float] addrspace(3)* @a, i64 0, i64 %i
//   %v = load float addrspace(3)* %1 ; emits ld.shared.f32
// propagating the addrspace(3) from @a to %1. As the result, the NVPTX
// codegen is able to emit ld.shared.f32 for %v.
//
// Address space inference works in two steps. First, it uses a data-flow
// analysis to infer as many generic pointers as possible to point to only one
// specific address space. In the above example, it can prove that %1 only
// points to addrspace(3). This algorithm was published in
//   CUDA: Compiling and optimizing for a GPU platform
//   Chakrabarti, Grover, Aarts, Kong, Kudlur, Lin, Marathe, Murphy, Wang
//   ICCS 2012
//
// Then, address space inference replaces all refinable generic pointers with
// equivalent specific pointers.
//
// The major challenge of implementing this optimization is handling PHINodes,
// which may create loops in the data flow graph. This brings two complications.
//
// First, the data flow analysis in Step 1 needs to be circular. For example,
//     %generic.input = addrspacecast float addrspace(3)* %input to float*
//   loop:
//     %y = phi [ %generic.input, %y2 ]
//     %y2 = getelementptr %y, 1
//     %v = load %y2
//     br ..., label %loop, ...
// proving %y specific requires proving both %generic.input and %y2 specific,
// but proving %y2 specific circles back to %y. To address this complication,
// the data flow analysis operates on a lattice:
//   uninitialized > specific address spaces > generic.
// All address expressions (our implementation only considers phi, bitcast,
// addrspacecast, and getelementptr) start with the uninitialized address space.
// The monotone transfer function moves the address space of a pointer down a
// lattice path from uninitialized to specific and then to generic. A join
// operation of two different specific address spaces pushes the expression down
// to the generic address space. The analysis completes once it reaches a fixed
// point.
//
// Second, IR rewriting in Step 2 also needs to be circular. For example,
// converting %y to addrspace(3) requires the compiler to know the converted
// %y2, but converting %y2 needs the converted %y. To address this complication,
// we break these cycles using "undef" placeholders. When converting an
// instruction `I` to a new address space, if its operand `Op` is not converted
// yet, we let `I` temporarily use `undef` and fix all the uses of undef later.
// For instance, our algorithm first converts %y to
//   %y' = phi float addrspace(3)* [ %input, undef ]
// Then, it converts %y2 to
//   %y2' = getelementptr %y', 1
// Finally, it fixes the undef in %y' so that
//   %y' = phi float addrspace(3)* [ %input, %y2' ]
//
//===----------------------------------------------------------------------===//

#include "llvm/ADT/ArrayRef.h"
#include "llvm/ADT/DenseMap.h"
#include "llvm/ADT/DenseSet.h"
#include "llvm/ADT/None.h"
#include "llvm/ADT/Optional.h"
#include "llvm/ADT/SetVector.h"
#include "llvm/ADT/SmallVector.h"
#include "llvm/Analysis/TargetTransformInfo.h"
#include "llvm/IR/BasicBlock.h"
#include "llvm/IR/Constant.h"
#include "llvm/IR/Constants.h"
#include "llvm/IR/Function.h"
#include "llvm/IR/IRBuilder.h"
#include "llvm/IR/InstIterator.h"
#include "llvm/IR/Instruction.h"
#include "llvm/IR/Instructions.h"
#include "llvm/IR/IntrinsicInst.h"
#include "llvm/IR/Intrinsics.h"
#include "llvm/IR/LLVMContext.h"
#include "llvm/IR/Operator.h"
#include "llvm/IR/Type.h"
#include "llvm/IR/Use.h"
#include "llvm/IR/User.h"
#include "llvm/IR/Value.h"
#include "llvm/IR/ValueHandle.h"
#include "llvm/Pass.h"
#include "llvm/Support/Casting.h"
#include "llvm/Support/CommandLine.h"
#include "llvm/Support/Compiler.h"
#include "llvm/Support/Debug.h"
#include "llvm/Support/ErrorHandling.h"
#include "llvm/Support/raw_ostream.h"
#include "llvm/Transforms/Scalar.h"
#include "llvm/Transforms/Utils/Local.h"
#include "llvm/Transforms/Utils/ValueMapper.h"
#include <cassert>
#include <iterator>
#include <limits>
#include <utility>
#include <vector>

#define DEBUG_TYPE "infer-address-spaces"

using namespace llvm;

static cl::opt<bool> AssumeDefaultIsFlatAddressSpace(
    "assume-default-is-flat-addrspace", cl::init(false), cl::ReallyHidden,
    cl::desc("The default address space is assumed as the flat address space. "
             "This is mainly for test purpose."));

static const unsigned UninitializedAddressSpace =
    std::numeric_limits<unsigned>::max();

namespace {

using ValueToAddrSpaceMapTy = DenseMap<const Value *, unsigned>;
using PostorderStackTy = llvm::SmallVector<PointerIntPair<Value *, 1, bool>, 4>;

/// InferAddressSpaces
class InferAddressSpaces : public FunctionPass {
  const TargetTransformInfo *TTI = nullptr;
  const DataLayout *DL = nullptr;

  /// Target specific address space which uses of should be replaced if
  /// possible.
  unsigned FlatAddrSpace = 0;

public:
  static char ID;

  InferAddressSpaces() :
    FunctionPass(ID), FlatAddrSpace(UninitializedAddressSpace) {}
  InferAddressSpaces(unsigned AS) : FunctionPass(ID), FlatAddrSpace(AS) {}

  void getAnalysisUsage(AnalysisUsage &AU) const override {
    AU.setPreservesCFG();
    AU.addRequired<TargetTransformInfoWrapperPass>();
  }

  bool runOnFunction(Function &F) override;

private:
  // Returns the new address space of V if updated; otherwise, returns None.
  Optional<unsigned>
  updateAddressSpace(const Value &V,
                     const ValueToAddrSpaceMapTy &InferredAddrSpace) const;

  // Tries to infer the specific address space of each address expression in
  // Postorder.
  void inferAddressSpaces(ArrayRef<WeakTrackingVH> Postorder,
                          ValueToAddrSpaceMapTy *InferredAddrSpace) const;

  bool isSafeToCastConstAddrSpace(Constant *C, unsigned NewAS) const;

  Value *cloneInstructionWithNewAddressSpace(
      Instruction *I, unsigned NewAddrSpace,
      const ValueToValueMapTy &ValueWithNewAddrSpace,
      SmallVectorImpl<const Use *> *UndefUsesToFix) const;

  // Changes the flat address expressions in function F to point to specific
  // address spaces if InferredAddrSpace says so. Postorder is the postorder of
  // all flat expressions in the use-def graph of function F.
  bool rewriteWithNewAddressSpaces(
      const TargetTransformInfo &TTI, ArrayRef<WeakTrackingVH> Postorder,
      const ValueToAddrSpaceMapTy &InferredAddrSpace, Function *F) const;

  void appendsFlatAddressExpressionToPostorderStack(
      Value *V, PostorderStackTy &PostorderStack,
      DenseSet<Value *> &Visited) const;

  bool rewriteIntrinsicOperands(IntrinsicInst *II,
                                Value *OldV, Value *NewV) const;
  void collectRewritableIntrinsicOperands(IntrinsicInst *II,
                                          PostorderStackTy &PostorderStack,
                                          DenseSet<Value *> &Visited) const;

  std::vector<WeakTrackingVH> collectFlatAddressExpressions(Function &F) const;

  Value *cloneValueWithNewAddressSpace(
    Value *V, unsigned NewAddrSpace,
    const ValueToValueMapTy &ValueWithNewAddrSpace,
    SmallVectorImpl<const Use *> *UndefUsesToFix) const;
  unsigned joinAddressSpaces(unsigned AS1, unsigned AS2) const;
};

} // end anonymous namespace

char InferAddressSpaces::ID = 0;

namespace llvm {

void initializeInferAddressSpacesPass(PassRegistry &);

} // end namespace llvm

INITIALIZE_PASS(InferAddressSpaces, DEBUG_TYPE, "Infer address spaces",
                false, false)

// Check whether that's no-op pointer bicast using a pair of
// `ptrtoint`/`inttoptr` due to the missing no-op pointer bitcast over
// different address spaces.
static bool isNoopPtrIntCastPair(const Operator *I2P, const DataLayout &DL,
                                 const TargetTransformInfo *TTI) {
  assert(I2P->getOpcode() == Instruction::IntToPtr);
  auto *P2I = dyn_cast<Operator>(I2P->getOperand(0));
  if (!P2I || P2I->getOpcode() != Instruction::PtrToInt)
    return false;
  // Check it's really safe to treat that pair of `ptrtoint`/`inttoptr` as a
  // no-op cast. Besides checking both of them are no-op casts, as the
  // reinterpreted pointer may be used in other pointer arithmetic, we also
  // need to double-check that through the target-specific hook. That ensures
  // the underlying target also agrees that's a no-op address space cast and
  // pointer bits are preserved.
  // The current IR spec doesn't have clear rules on address space casts,
  // especially a clear definition for pointer bits in non-default address
  // spaces. It would be undefined if that pointer is dereferenced after an
  // invalid reinterpret cast. Also, due to the unclearness for the meaning of
  // bits in non-default address spaces in the current spec, the pointer
  // arithmetic may also be undefined after invalid pointer reinterpret cast.
  // However, as we confirm through the target hooks that it's a no-op
  // addrspacecast, it doesn't matter since the bits should be the same.
  return CastInst::isNoopCast(Instruction::CastOps(I2P->getOpcode()),
                              I2P->getOperand(0)->getType(), I2P->getType(),
                              DL) &&
         CastInst::isNoopCast(Instruction::CastOps(P2I->getOpcode()),
                              P2I->getOperand(0)->getType(), P2I->getType(),
                              DL) &&
         TTI->isNoopAddrSpaceCast(
             P2I->getOperand(0)->getType()->getPointerAddressSpace(),
             I2P->getType()->getPointerAddressSpace());
}

// Returns true if V is an address expression.
// TODO: Currently, we consider only phi, bitcast, addrspacecast, and
// getelementptr operators.
static bool isAddressExpression(const Value &V, const DataLayout &DL,
                                const TargetTransformInfo *TTI) {
  const Operator *Op = dyn_cast<Operator>(&V);
  if (!Op)
    return false;

  switch (Op->getOpcode()) {
  case Instruction::PHI:
    assert(Op->getType()->isPointerTy());
    return true;
  case Instruction::BitCast:
  case Instruction::AddrSpaceCast:
  case Instruction::GetElementPtr:
    return true;
  case Instruction::Select:
    return Op->getType()->isPointerTy();
  case Instruction::Call: {
    const IntrinsicInst *II = dyn_cast<IntrinsicInst>(&V);
    return II && II->getIntrinsicID() == Intrinsic::ptrmask;
  }
  case Instruction::IntToPtr:
    return isNoopPtrIntCastPair(Op, DL, TTI);
  default:
    return false;
  }
}

// Returns the pointer operands of V.
//
// Precondition: V is an address expression.
static SmallVector<Value *, 2>
getPointerOperands(const Value &V, const DataLayout &DL,
                   const TargetTransformInfo *TTI) {
  const Operator &Op = cast<Operator>(V);
  switch (Op.getOpcode()) {
  case Instruction::PHI: {
    auto IncomingValues = cast<PHINode>(Op).incoming_values();
    return SmallVector<Value *, 2>(IncomingValues.begin(),
                                   IncomingValues.end());
  }
  case Instruction::BitCast:
  case Instruction::AddrSpaceCast:
  case Instruction::GetElementPtr:
    return {Op.getOperand(0)};
  case Instruction::Select:
    return {Op.getOperand(1), Op.getOperand(2)};
  case Instruction::Call: {
    const IntrinsicInst &II = cast<IntrinsicInst>(Op);
    assert(II.getIntrinsicID() == Intrinsic::ptrmask &&
           "unexpected intrinsic call");
    return {II.getArgOperand(0)};
  }
  case Instruction::IntToPtr: {
    assert(isNoopPtrIntCastPair(&Op, DL, TTI));
    auto *P2I = cast<Operator>(Op.getOperand(0));
    return {P2I->getOperand(0)};
  }
  default:
    llvm_unreachable("Unexpected instruction type.");
  }
}

bool InferAddressSpaces::rewriteIntrinsicOperands(IntrinsicInst *II,
                                                  Value *OldV,
                                                  Value *NewV) const {
  Module *M = II->getParent()->getParent()->getParent();

  switch (II->getIntrinsicID()) {
  case Intrinsic::objectsize: {
    Type *DestTy = II->getType();
    Type *SrcTy = NewV->getType();
    Function *NewDecl =
        Intrinsic::getDeclaration(M, II->getIntrinsicID(), {DestTy, SrcTy});
    II->setArgOperand(0, NewV);
    II->setCalledFunction(NewDecl);
    return true;
  }
  case Intrinsic::ptrmask:
    // This is handled as an address expression, not as a use memory operation.
    return false;
  default: {
    Value *Rewrite = TTI->rewriteIntrinsicWithAddressSpace(II, OldV, NewV);
    if (!Rewrite)
      return false;
    if (Rewrite != II)
      II->replaceAllUsesWith(Rewrite);
    return true;
  }
  }
}

void InferAddressSpaces::collectRewritableIntrinsicOperands(
    IntrinsicInst *II, PostorderStackTy &PostorderStack,
    DenseSet<Value *> &Visited) const {
  auto IID = II->getIntrinsicID();
  switch (IID) {
  case Intrinsic::ptrmask:
  case Intrinsic::objectsize:
    appendsFlatAddressExpressionToPostorderStack(II->getArgOperand(0),
                                                 PostorderStack, Visited);
    break;
  default:
    SmallVector<int, 2> OpIndexes;
    if (TTI->collectFlatAddressOperands(OpIndexes, IID)) {
      for (int Idx : OpIndexes) {
        appendsFlatAddressExpressionToPostorderStack(II->getArgOperand(Idx),
                                                     PostorderStack, Visited);
      }
    }
    break;
  }
}

// Returns all flat address expressions in function F. The elements are
// If V is an unvisited flat address expression, appends V to PostorderStack
// and marks it as visited.
void InferAddressSpaces::appendsFlatAddressExpressionToPostorderStack(
    Value *V, PostorderStackTy &PostorderStack,
    DenseSet<Value *> &Visited) const {
  assert(V->getType()->isPointerTy());

  // Generic addressing expressions may be hidden in nested constant
  // expressions.
  if (ConstantExpr *CE = dyn_cast<ConstantExpr>(V)) {
    // TODO: Look in non-address parts, like icmp operands.
    if (isAddressExpression(*CE, *DL, TTI) && Visited.insert(CE).second)
      PostorderStack.emplace_back(CE, false);

    return;
  }

  if (isAddressExpression(*V, *DL, TTI) &&
      V->getType()->getPointerAddressSpace() == FlatAddrSpace) {
    if (Visited.insert(V).second) {
      PostorderStack.emplace_back(V, false);

      Operator *Op = cast<Operator>(V);
      for (unsigned I = 0, E = Op->getNumOperands(); I != E; ++I) {
        if (ConstantExpr *CE = dyn_cast<ConstantExpr>(Op->getOperand(I))) {
          if (isAddressExpression(*CE, *DL, TTI) && Visited.insert(CE).second)
            PostorderStack.emplace_back(CE, false);
        }
      }
    }
  }
}

// Returns all flat address expressions in function F. The elements are ordered
// ordered in postorder.
std::vector<WeakTrackingVH>
InferAddressSpaces::collectFlatAddressExpressions(Function &F) const {
  // This function implements a non-recursive postorder traversal of a partial
  // use-def graph of function F.
  PostorderStackTy PostorderStack;
  // The set of visited expressions.
  DenseSet<Value *> Visited;

  auto PushPtrOperand = [&](Value *Ptr) {
    appendsFlatAddressExpressionToPostorderStack(Ptr, PostorderStack,
                                                 Visited);
  };

  // Look at operations that may be interesting accelerate by moving to a known
  // address space. We aim at generating after loads and stores, but pure
  // addressing calculations may also be faster.
  for (Instruction &I : instructions(F)) {
    if (auto *GEP = dyn_cast<GetElementPtrInst>(&I)) {
      if (!GEP->getType()->isVectorTy())
        PushPtrOperand(GEP->getPointerOperand());
    } else if (auto *LI = dyn_cast<LoadInst>(&I))
      PushPtrOperand(LI->getPointerOperand());
    else if (auto *SI = dyn_cast<StoreInst>(&I))
      PushPtrOperand(SI->getPointerOperand());
    else if (auto *RMW = dyn_cast<AtomicRMWInst>(&I))
      PushPtrOperand(RMW->getPointerOperand());
    else if (auto *CmpX = dyn_cast<AtomicCmpXchgInst>(&I))
      PushPtrOperand(CmpX->getPointerOperand());
    else if (auto *MI = dyn_cast<MemIntrinsic>(&I)) {
      // For memset/memcpy/memmove, any pointer operand can be replaced.
      PushPtrOperand(MI->getRawDest());

      // Handle 2nd operand for memcpy/memmove.
      if (auto *MTI = dyn_cast<MemTransferInst>(MI))
        PushPtrOperand(MTI->getRawSource());
    } else if (auto *II = dyn_cast<IntrinsicInst>(&I))
      collectRewritableIntrinsicOperands(II, PostorderStack, Visited);
    else if (ICmpInst *Cmp = dyn_cast<ICmpInst>(&I)) {
      // FIXME: Handle vectors of pointers
      if (Cmp->getOperand(0)->getType()->isPointerTy()) {
        PushPtrOperand(Cmp->getOperand(0));
        PushPtrOperand(Cmp->getOperand(1));
      }
    } else if (auto *ASC = dyn_cast<AddrSpaceCastInst>(&I)) {
      if (!ASC->getType()->isVectorTy())
        PushPtrOperand(ASC->getPointerOperand());
    } else if (auto *I2P = dyn_cast<IntToPtrInst>(&I)) {
      if (isNoopPtrIntCastPair(cast<Operator>(I2P), *DL, TTI))
        PushPtrOperand(
            cast<PtrToIntInst>(I2P->getOperand(0))->getPointerOperand());
    }
  }

  std::vector<WeakTrackingVH> Postorder; // The resultant postorder.
  while (!PostorderStack.empty()) {
    Value *TopVal = PostorderStack.back().getPointer();
    // If the operands of the expression on the top are already explored,
    // adds that expression to the resultant postorder.
    if (PostorderStack.back().getInt()) {
      if (TopVal->getType()->getPointerAddressSpace() == FlatAddrSpace)
        Postorder.push_back(TopVal);
      PostorderStack.pop_back();
      continue;
    }
    // Otherwise, adds its operands to the stack and explores them.
    PostorderStack.back().setInt(true);
    for (Value *PtrOperand : getPointerOperands(*TopVal, *DL, TTI)) {
      appendsFlatAddressExpressionToPostorderStack(PtrOperand, PostorderStack,
                                                   Visited);
    }
  }
  return Postorder;
}

// A helper function for cloneInstructionWithNewAddressSpace. Returns the clone
// of OperandUse.get() in the new address space. If the clone is not ready yet,
// returns an undef in the new address space as a placeholder.
static Value *operandWithNewAddressSpaceOrCreateUndef(
    const Use &OperandUse, unsigned NewAddrSpace,
    const ValueToValueMapTy &ValueWithNewAddrSpace,
    SmallVectorImpl<const Use *> *UndefUsesToFix) {
  Value *Operand = OperandUse.get();

  Type *NewPtrTy =
      Operand->getType()->getPointerElementType()->getPointerTo(NewAddrSpace);

  if (Constant *C = dyn_cast<Constant>(Operand))
    return ConstantExpr::getAddrSpaceCast(C, NewPtrTy);

  if (Value *NewOperand = ValueWithNewAddrSpace.lookup(Operand))
    return NewOperand;

  UndefUsesToFix->push_back(&OperandUse);
  return UndefValue::get(NewPtrTy);
}

// Returns a clone of `I` with its operands converted to those specified in
// ValueWithNewAddrSpace. Due to potential cycles in the data flow graph, an
// operand whose address space needs to be modified might not exist in
// ValueWithNewAddrSpace. In that case, uses undef as a placeholder operand and
// adds that operand use to UndefUsesToFix so that caller can fix them later.
//
// Note that we do not necessarily clone `I`, e.g., if it is an addrspacecast
// from a pointer whose type already matches. Therefore, this function returns a
// Value* instead of an Instruction*.
//
// This may also return nullptr in the case the instruction could not be
// rewritten.
Value *InferAddressSpaces::cloneInstructionWithNewAddressSpace(
    Instruction *I, unsigned NewAddrSpace,
    const ValueToValueMapTy &ValueWithNewAddrSpace,
    SmallVectorImpl<const Use *> *UndefUsesToFix) const {
  Type *NewPtrType =
      I->getType()->getPointerElementType()->getPointerTo(NewAddrSpace);

  if (I->getOpcode() == Instruction::AddrSpaceCast) {
    Value *Src = I->getOperand(0);
    // Because `I` is flat, the source address space must be specific.
    // Therefore, the inferred address space must be the source space, according
    // to our algorithm.
    assert(Src->getType()->getPointerAddressSpace() == NewAddrSpace);
    if (Src->getType() != NewPtrType)
      return new BitCastInst(Src, NewPtrType);
    return Src;
  }

  if (IntrinsicInst *II = dyn_cast<IntrinsicInst>(I)) {
    // Technically the intrinsic ID is a pointer typed argument, so specially
    // handle calls early.
    assert(II->getIntrinsicID() == Intrinsic::ptrmask);
    Value *NewPtr = operandWithNewAddressSpaceOrCreateUndef(
        II->getArgOperandUse(0), NewAddrSpace, ValueWithNewAddrSpace,
        UndefUsesToFix);
    Value *Rewrite =
        TTI->rewriteIntrinsicWithAddressSpace(II, II->getArgOperand(0), NewPtr);
    if (Rewrite) {
      assert(Rewrite != II && "cannot modify this pointer operation in place");
      return Rewrite;
    }

    return nullptr;
  }

  // Computes the converted pointer operands.
  SmallVector<Value *, 4> NewPointerOperands;
  for (const Use &OperandUse : I->operands()) {
    if (!OperandUse.get()->getType()->isPointerTy())
      NewPointerOperands.push_back(nullptr);
    else
      NewPointerOperands.push_back(operandWithNewAddressSpaceOrCreateUndef(
                                     OperandUse, NewAddrSpace, ValueWithNewAddrSpace, UndefUsesToFix));
  }

  switch (I->getOpcode()) {
  case Instruction::BitCast:
    return new BitCastInst(NewPointerOperands[0], NewPtrType);
  case Instruction::PHI: {
    assert(I->getType()->isPointerTy());
    PHINode *PHI = cast<PHINode>(I);
    PHINode *NewPHI = PHINode::Create(NewPtrType, PHI->getNumIncomingValues());
    for (unsigned Index = 0; Index < PHI->getNumIncomingValues(); ++Index) {
      unsigned OperandNo = PHINode::getOperandNumForIncomingValue(Index);
      NewPHI->addIncoming(NewPointerOperands[OperandNo],
                          PHI->getIncomingBlock(Index));
    }
    return NewPHI;
  }
  case Instruction::GetElementPtr: {
    GetElementPtrInst *GEP = cast<GetElementPtrInst>(I);
    GetElementPtrInst *NewGEP = GetElementPtrInst::Create(
        GEP->getSourceElementType(), NewPointerOperands[0],
        SmallVector<Value *, 4>(GEP->idx_begin(), GEP->idx_end()));
    NewGEP->setIsInBounds(GEP->isInBounds());
    return NewGEP;
  }
  case Instruction::Select:
    assert(I->getType()->isPointerTy());
    return SelectInst::Create(I->getOperand(0), NewPointerOperands[1],
                              NewPointerOperands[2], "", nullptr, I);
  case Instruction::IntToPtr: {
    assert(isNoopPtrIntCastPair(cast<Operator>(I), *DL, TTI));
    Value *Src = cast<Operator>(I->getOperand(0))->getOperand(0);
    assert(Src->getType()->getPointerAddressSpace() == NewAddrSpace);
    if (Src->getType() != NewPtrType)
      return new BitCastInst(Src, NewPtrType);
    return Src;
  }
  default:
    llvm_unreachable("Unexpected opcode");
  }
}

// Similar to cloneInstructionWithNewAddressSpace, returns a clone of the
// constant expression `CE` with its operands replaced as specified in
// ValueWithNewAddrSpace.
static Value *cloneConstantExprWithNewAddressSpace(
    ConstantExpr *CE, unsigned NewAddrSpace,
    const ValueToValueMapTy &ValueWithNewAddrSpace, const DataLayout *DL,
    const TargetTransformInfo *TTI) {
  Type *TargetType =
    CE->getType()->getPointerElementType()->getPointerTo(NewAddrSpace);

  if (CE->getOpcode() == Instruction::AddrSpaceCast) {
    // Because CE is flat, the source address space must be specific.
    // Therefore, the inferred address space must be the source space according
    // to our algorithm.
    assert(CE->getOperand(0)->getType()->getPointerAddressSpace() ==
           NewAddrSpace);
    return ConstantExpr::getBitCast(CE->getOperand(0), TargetType);
  }

  if (CE->getOpcode() == Instruction::BitCast) {
    if (Value *NewOperand = ValueWithNewAddrSpace.lookup(CE->getOperand(0)))
      return ConstantExpr::getBitCast(cast<Constant>(NewOperand), TargetType);
    return ConstantExpr::getAddrSpaceCast(CE, TargetType);
  }

  if (CE->getOpcode() == Instruction::Select) {
    Constant *Src0 = CE->getOperand(1);
    Constant *Src1 = CE->getOperand(2);
    if (Src0->getType()->getPointerAddressSpace() ==
        Src1->getType()->getPointerAddressSpace()) {

      return ConstantExpr::getSelect(
          CE->getOperand(0), ConstantExpr::getAddrSpaceCast(Src0, TargetType),
          ConstantExpr::getAddrSpaceCast(Src1, TargetType));
    }
  }

  if (CE->getOpcode() == Instruction::IntToPtr) {
    assert(isNoopPtrIntCastPair(cast<Operator>(CE), *DL, TTI));
    Constant *Src = cast<ConstantExpr>(CE->getOperand(0))->getOperand(0);
    assert(Src->getType()->getPointerAddressSpace() == NewAddrSpace);
    return ConstantExpr::getBitCast(Src, TargetType);
  }

  // Computes the operands of the new constant expression.
  bool IsNew = false;
  SmallVector<Constant *, 4> NewOperands;
  for (unsigned Index = 0; Index < CE->getNumOperands(); ++Index) {
    Constant *Operand = CE->getOperand(Index);
    // If the address space of `Operand` needs to be modified, the new operand
    // with the new address space should already be in ValueWithNewAddrSpace
    // because (1) the constant expressions we consider (i.e. addrspacecast,
    // bitcast, and getelementptr) do not incur cycles in the data flow graph
    // and (2) this function is called on constant expressions in postorder.
    if (Value *NewOperand = ValueWithNewAddrSpace.lookup(Operand)) {
      IsNew = true;
      NewOperands.push_back(cast<Constant>(NewOperand));
      continue;
    }
    if (auto CExpr = dyn_cast<ConstantExpr>(Operand))
      if (Value *NewOperand = cloneConstantExprWithNewAddressSpace(
              CExpr, NewAddrSpace, ValueWithNewAddrSpace, DL, TTI)) {
        IsNew = true;
        NewOperands.push_back(cast<Constant>(NewOperand));
        continue;
      }
    // Otherwise, reuses the old operand.
    NewOperands.push_back(Operand);
  }

  // If !IsNew, we will replace the Value with itself. However, replaced values
  // are assumed to wrapped in a addrspace cast later so drop it now.
  if (!IsNew)
    return nullptr;

  if (CE->getOpcode() == Instruction::GetElementPtr) {
    // Needs to specify the source type while constructing a getelementptr
    // constant expression.
    return CE->getWithOperands(
      NewOperands, TargetType, /*OnlyIfReduced=*/false,
      NewOperands[0]->getType()->getPointerElementType());
  }

  return CE->getWithOperands(NewOperands, TargetType);
}

// Returns a clone of the value `V`, with its operands replaced as specified in
// ValueWithNewAddrSpace. This function is called on every flat address
// expression whose address space needs to be modified, in postorder.
//
// See cloneInstructionWithNewAddressSpace for the meaning of UndefUsesToFix.
Value *InferAddressSpaces::cloneValueWithNewAddressSpace(
  Value *V, unsigned NewAddrSpace,
  const ValueToValueMapTy &ValueWithNewAddrSpace,
  SmallVectorImpl<const Use *> *UndefUsesToFix) const {
  // All values in Postorder are flat address expressions.
  assert(isAddressExpression(*V, *DL, TTI) &&
         V->getType()->getPointerAddressSpace() == FlatAddrSpace);

  if (Instruction *I = dyn_cast<Instruction>(V)) {
    Value *NewV = cloneInstructionWithNewAddressSpace(
      I, NewAddrSpace, ValueWithNewAddrSpace, UndefUsesToFix);
    if (Instruction *NewI = dyn_cast_or_null<Instruction>(NewV)) {
      if (NewI->getParent() == nullptr) {
        NewI->insertBefore(I);
        NewI->takeName(I);
      }
    }
    return NewV;
  }

  return cloneConstantExprWithNewAddressSpace(
      cast<ConstantExpr>(V), NewAddrSpace, ValueWithNewAddrSpace, DL, TTI);
}

// Defines the join operation on the address space lattice (see the file header
// comments).
unsigned InferAddressSpaces::joinAddressSpaces(unsigned AS1,
                                               unsigned AS2) const {
  if (AS1 == FlatAddrSpace || AS2 == FlatAddrSpace)
    return FlatAddrSpace;

  if (AS1 == UninitializedAddressSpace)
    return AS2;
  if (AS2 == UninitializedAddressSpace)
    return AS1;

  // The join of two different specific address spaces is flat.
  return (AS1 == AS2) ? AS1 : FlatAddrSpace;
}

bool InferAddressSpaces::runOnFunction(Function &F) {
  if (skipFunction(F))
    return false;

  TTI = &getAnalysis<TargetTransformInfoWrapperPass>().getTTI(F);
  DL = &F.getParent()->getDataLayout();

  if (AssumeDefaultIsFlatAddressSpace)
    FlatAddrSpace = 0;

  if (FlatAddrSpace == UninitializedAddressSpace) {
    FlatAddrSpace = TTI->getFlatAddressSpace();
    if (FlatAddrSpace == UninitializedAddressSpace)
      return false;
  }

  // Collects all flat address expressions in postorder.
  std::vector<WeakTrackingVH> Postorder = collectFlatAddressExpressions(F);

  // Runs a data-flow analysis to refine the address spaces of every expression
  // in Postorder.
  ValueToAddrSpaceMapTy InferredAddrSpace;
  inferAddressSpaces(Postorder, &InferredAddrSpace);

  // Changes the address spaces of the flat address expressions who are inferred
  // to point to a specific address space.
  return rewriteWithNewAddressSpaces(*TTI, Postorder, InferredAddrSpace, &F);
}

// Constants need to be tracked through RAUW to handle cases with nested
// constant expressions, so wrap values in WeakTrackingVH.
void InferAddressSpaces::inferAddressSpaces(
    ArrayRef<WeakTrackingVH> Postorder,
    ValueToAddrSpaceMapTy *InferredAddrSpace) const {
  SetVector<Value *> Worklist(Postorder.begin(), Postorder.end());
  // Initially, all expressions are in the uninitialized address space.
  for (Value *V : Postorder)
    (*InferredAddrSpace)[V] = UninitializedAddressSpace;

  while (!Worklist.empty()) {
    Value *V = Worklist.pop_back_val();

    // Tries to update the address space of the stack top according to the
    // address spaces of its operands.
    LLVM_DEBUG(dbgs() << "Updating the address space of\n  " << *V << '\n');
    Optional<unsigned> NewAS = updateAddressSpace(*V, *InferredAddrSpace);
    if (!NewAS.hasValue())
      continue;
    // If any updates are made, grabs its users to the worklist because
    // their address spaces can also be possibly updated.
    LLVM_DEBUG(dbgs() << "  to " << NewAS.getValue() << '\n');
    (*InferredAddrSpace)[V] = NewAS.getValue();

    for (Value *User : V->users()) {
      // Skip if User is already in the worklist.
      if (Worklist.count(User))
        continue;

      auto Pos = InferredAddrSpace->find(User);
      // Our algorithm only updates the address spaces of flat address
      // expressions, which are those in InferredAddrSpace.
      if (Pos == InferredAddrSpace->end())
        continue;

      // Function updateAddressSpace moves the address space down a lattice
      // path. Therefore, nothing to do if User is already inferred as flat (the
      // bottom element in the lattice).
      if (Pos->second == FlatAddrSpace)
        continue;

      Worklist.insert(User);
    }
  }
}

Optional<unsigned> InferAddressSpaces::updateAddressSpace(
    const Value &V, const ValueToAddrSpaceMapTy &InferredAddrSpace) const {
  assert(InferredAddrSpace.count(&V));

  // The new inferred address space equals the join of the address spaces
  // of all its pointer operands.
  unsigned NewAS = UninitializedAddressSpace;

  const Operator &Op = cast<Operator>(V);
  if (Op.getOpcode() == Instruction::Select) {
    Value *Src0 = Op.getOperand(1);
    Value *Src1 = Op.getOperand(2);

    auto I = InferredAddrSpace.find(Src0);
    unsigned Src0AS = (I != InferredAddrSpace.end()) ?
      I->second : Src0->getType()->getPointerAddressSpace();

    auto J = InferredAddrSpace.find(Src1);
    unsigned Src1AS = (J != InferredAddrSpace.end()) ?
      J->second : Src1->getType()->getPointerAddressSpace();

    auto *C0 = dyn_cast<Constant>(Src0);
    auto *C1 = dyn_cast<Constant>(Src1);

    // If one of the inputs is a constant, we may be able to do a constant
    // addrspacecast of it. Defer inferring the address space until the input
    // address space is known.
    if ((C1 && Src0AS == UninitializedAddressSpace) ||
        (C0 && Src1AS == UninitializedAddressSpace))
      return None;

    if (C0 && isSafeToCastConstAddrSpace(C0, Src1AS))
      NewAS = Src1AS;
    else if (C1 && isSafeToCastConstAddrSpace(C1, Src0AS))
      NewAS = Src0AS;
    else
      NewAS = joinAddressSpaces(Src0AS, Src1AS);
  } else {
    for (Value *PtrOperand : getPointerOperands(V, *DL, TTI)) {
      auto I = InferredAddrSpace.find(PtrOperand);
      unsigned OperandAS = I != InferredAddrSpace.end() ?
        I->second : PtrOperand->getType()->getPointerAddressSpace();

      // join(flat, *) = flat. So we can break if NewAS is already flat.
      NewAS = joinAddressSpaces(NewAS, OperandAS);
      if (NewAS == FlatAddrSpace)
        break;
    }
  }

  unsigned OldAS = InferredAddrSpace.lookup(&V);
  assert(OldAS != FlatAddrSpace);
  if (OldAS == NewAS)
    return None;
  return NewAS;
}

/// \p returns true if \p U is the pointer operand of a memory instruction with
/// a single pointer operand that can have its address space changed by simply
/// mutating the use to a new value. If the memory instruction is volatile,
/// return true only if the target allows the memory instruction to be volatile
/// in the new address space.
static bool isSimplePointerUseValidToReplace(const TargetTransformInfo &TTI,
                                             Use &U, unsigned AddrSpace) {
  User *Inst = U.getUser();
  unsigned OpNo = U.getOperandNo();
  bool VolatileIsAllowed = false;
  if (auto *I = dyn_cast<Instruction>(Inst))
    VolatileIsAllowed = TTI.hasVolatileVariant(I, AddrSpace);

  if (auto *LI = dyn_cast<LoadInst>(Inst))
    return OpNo == LoadInst::getPointerOperandIndex() &&
           (VolatileIsAllowed || !LI->isVolatile());

  if (auto *SI = dyn_cast<StoreInst>(Inst))
    return OpNo == StoreInst::getPointerOperandIndex() &&
           (VolatileIsAllowed || !SI->isVolatile());

  if (auto *RMW = dyn_cast<AtomicRMWInst>(Inst))
    return OpNo == AtomicRMWInst::getPointerOperandIndex() &&
           (VolatileIsAllowed || !RMW->isVolatile());

  if (auto *CmpX = dyn_cast<AtomicCmpXchgInst>(Inst))
    return OpNo == AtomicCmpXchgInst::getPointerOperandIndex() &&
           (VolatileIsAllowed || !CmpX->isVolatile());

  return false;
}

/// Update memory intrinsic uses that require more complex processing than
/// simple memory instructions. Thse require re-mangling and may have multiple
/// pointer operands.
static bool handleMemIntrinsicPtrUse(MemIntrinsic *MI, Value *OldV,
                                     Value *NewV) {
  IRBuilder<> B(MI);
  MDNode *TBAA = MI->getMetadata(LLVMContext::MD_tbaa);
  MDNode *ScopeMD = MI->getMetadata(LLVMContext::MD_alias_scope);
  MDNode *NoAliasMD = MI->getMetadata(LLVMContext::MD_noalias);

  if (auto *MSI = dyn_cast<MemSetInst>(MI)) {
    B.CreateMemSet(NewV, MSI->getValue(), MSI->getLength(),
                   MaybeAlign(MSI->getDestAlignment()),
                   false, // isVolatile
                   TBAA, ScopeMD, NoAliasMD);
  } else if (auto *MTI = dyn_cast<MemTransferInst>(MI)) {
    Value *Src = MTI->getRawSource();
    Value *Dest = MTI->getRawDest();

    // Be careful in case this is a self-to-self copy.
    if (Src == OldV)
      Src = NewV;

    if (Dest == OldV)
      Dest = NewV;

    if (isa<MemCpyInst>(MTI)) {
      MDNode *TBAAStruct = MTI->getMetadata(LLVMContext::MD_tbaa_struct);
      B.CreateMemCpy(Dest, MTI->getDestAlign(), Src, MTI->getSourceAlign(),
                     MTI->getLength(),
                     false, // isVolatile
                     TBAA, TBAAStruct, ScopeMD, NoAliasMD);
    } else {
      assert(isa<MemMoveInst>(MTI));
      B.CreateMemMove(Dest, MTI->getDestAlign(), Src, MTI->getSourceAlign(),
                      MTI->getLength(),
                      false, // isVolatile
                      TBAA, ScopeMD, NoAliasMD);
    }
  } else
    llvm_unreachable("unhandled MemIntrinsic");

  MI->eraseFromParent();
  return true;
}

// \p returns true if it is OK to change the address space of constant \p C with
// a ConstantExpr addrspacecast.
bool InferAddressSpaces::isSafeToCastConstAddrSpace(Constant *C, unsigned NewAS) const {
  assert(NewAS != UninitializedAddressSpace);

  unsigned SrcAS = C->getType()->getPointerAddressSpace();
  if (SrcAS == NewAS || isa<UndefValue>(C))
    return true;

  // Prevent illegal casts between different non-flat address spaces.
  if (SrcAS != FlatAddrSpace && NewAS != FlatAddrSpace)
    return false;

  if (isa<ConstantPointerNull>(C))
    return true;

  if (auto *Op = dyn_cast<Operator>(C)) {
    // If we already have a constant addrspacecast, it should be safe to cast it
    // off.
    if (Op->getOpcode() == Instruction::AddrSpaceCast)
      return isSafeToCastConstAddrSpace(cast<Constant>(Op->getOperand(0)), NewAS);

    if (Op->getOpcode() == Instruction::IntToPtr &&
        Op->getType()->getPointerAddressSpace() == FlatAddrSpace)
      return true;
  }

  return false;
}

static Value::use_iterator skipToNextUser(Value::use_iterator I,
                                          Value::use_iterator End) {
  User *CurUser = I->getUser();
  ++I;

  while (I != End && I->getUser() == CurUser)
    ++I;

  return I;
}

bool InferAddressSpaces::rewriteWithNewAddressSpaces(
    const TargetTransformInfo &TTI, ArrayRef<WeakTrackingVH> Postorder,
    const ValueToAddrSpaceMapTy &InferredAddrSpace, Function *F) const {
  // For each address expression to be modified, creates a clone of it with its
  // pointer operands converted to the new address space. Since the pointer
  // operands are converted, the clone is naturally in the new address space by
  // construction.
  ValueToValueMapTy ValueWithNewAddrSpace;
  SmallVector<const Use *, 32> UndefUsesToFix;
  for (Value* V : Postorder) {
    unsigned NewAddrSpace = InferredAddrSpace.lookup(V);
    if (V->getType()->getPointerAddressSpace() != NewAddrSpace) {
      Value *New = cloneValueWithNewAddressSpace(
          V, NewAddrSpace, ValueWithNewAddrSpace, &UndefUsesToFix);
      if (New)
        ValueWithNewAddrSpace[V] = New;
    }
  }

  if (ValueWithNewAddrSpace.empty())
    return false;

  // Fixes all the undef uses generated by cloneInstructionWithNewAddressSpace.
  for (const Use *UndefUse : UndefUsesToFix) {
    User *V = UndefUse->getUser();
    User *NewV = cast_or_null<User>(ValueWithNewAddrSpace.lookup(V));
    if (!NewV)
      continue;

    unsigned OperandNo = UndefUse->getOperandNo();
    assert(isa<UndefValue>(NewV->getOperand(OperandNo)));
    NewV->setOperand(OperandNo, ValueWithNewAddrSpace.lookup(UndefUse->get()));
  }

  SmallVector<Instruction *, 16> DeadInstructions;

  // Replaces the uses of the old address expressions with the new ones.
  for (const WeakTrackingVH &WVH : Postorder) {
    assert(WVH && "value was unexpectedly deleted");
    Value *V = WVH;
    Value *NewV = ValueWithNewAddrSpace.lookup(V);
    if (NewV == nullptr)
      continue;

    LLVM_DEBUG(dbgs() << "Replacing the uses of " << *V << "\n  with\n  "
                      << *NewV << '\n');

    if (Constant *C = dyn_cast<Constant>(V)) {
      Constant *Replace = ConstantExpr::getAddrSpaceCast(cast<Constant>(NewV),
                                                         C->getType());
      if (C != Replace) {
        LLVM_DEBUG(dbgs() << "Inserting replacement const cast: " << Replace
                          << ": " << *Replace << '\n');
        C->replaceAllUsesWith(Replace);
        V = Replace;
      }
    }

    Value::use_iterator I, E, Next;
    for (I = V->use_begin(), E = V->use_end(); I != E; ) {
      Use &U = *I;

      // Some users may see the same pointer operand in multiple operands. Skip
      // to the next instruction.
      I = skipToNextUser(I, E);

      if (isSimplePointerUseValidToReplace(
              TTI, U, V->getType()->getPointerAddressSpace())) {
        // If V is used as the pointer operand of a compatible memory operation,
        // sets the pointer operand to NewV. This replacement does not change
        // the element type, so the resultant load/store is still valid.
        U.set(NewV);
        continue;
      }

      User *CurUser = U.getUser();
      // Handle more complex cases like intrinsic that need to be remangled.
      if (auto *MI = dyn_cast<MemIntrinsic>(CurUser)) {
        if (!MI->isVolatile() && handleMemIntrinsicPtrUse(MI, V, NewV))
          continue;
      }

      if (auto *II = dyn_cast<IntrinsicInst>(CurUser)) {
        if (rewriteIntrinsicOperands(II, V, NewV))
          continue;
      }

      if (isa<Instruction>(CurUser)) {
        if (ICmpInst *Cmp = dyn_cast<ICmpInst>(CurUser)) {
          // If we can infer that both pointers are in the same addrspace,
          // transform e.g.
          //   %cmp = icmp eq float* %p, %q
          // into
          //   %cmp = icmp eq float addrspace(3)* %new_p, %new_q

          unsigned NewAS = NewV->getType()->getPointerAddressSpace();
          int SrcIdx = U.getOperandNo();
          int OtherIdx = (SrcIdx == 0) ? 1 : 0;
          Value *OtherSrc = Cmp->getOperand(OtherIdx);

          if (Value *OtherNewV = ValueWithNewAddrSpace.lookup(OtherSrc)) {
            if (OtherNewV->getType()->getPointerAddressSpace() == NewAS) {
              Cmp->setOperand(OtherIdx, OtherNewV);
              Cmp->setOperand(SrcIdx, NewV);
              continue;
            }
          }

          // Even if the type mismatches, we can cast the constant.
          if (auto *KOtherSrc = dyn_cast<Constant>(OtherSrc)) {
            if (isSafeToCastConstAddrSpace(KOtherSrc, NewAS)) {
              Cmp->setOperand(SrcIdx, NewV);
              Cmp->setOperand(OtherIdx,
                ConstantExpr::getAddrSpaceCast(KOtherSrc, NewV->getType()));
              continue;
            }
          }
        }

        if (AddrSpaceCastInst *ASC = dyn_cast<AddrSpaceCastInst>(CurUser)) {
          unsigned NewAS = NewV->getType()->getPointerAddressSpace();
          if (ASC->getDestAddressSpace() == NewAS) {
            if (ASC->getType()->getPointerElementType() !=
                NewV->getType()->getPointerElementType()) {
              NewV = CastInst::Create(Instruction::BitCast, NewV,
                                      ASC->getType(), "", ASC);
            }
            ASC->replaceAllUsesWith(NewV);
            DeadInstructions.push_back(ASC);
            continue;
          }
        }

        // Otherwise, replaces the use with flat(NewV).
        if (Instruction *Inst = dyn_cast<Instruction>(V)) {
          // Don't create a copy of the original addrspacecast.
          if (U == V && isa<AddrSpaceCastInst>(V))
            continue;

          BasicBlock::iterator InsertPos = std::next(Inst->getIterator());
          while (isa<PHINode>(InsertPos))
            ++InsertPos;
          U.set(new AddrSpaceCastInst(NewV, V->getType(), "", &*InsertPos));
        } else {
          U.set(ConstantExpr::getAddrSpaceCast(cast<Constant>(NewV),
                                               V->getType()));
        }
      }
    }

    if (V->use_empty()) {
      if (Instruction *I = dyn_cast<Instruction>(V))
        DeadInstructions.push_back(I);
    }
  }

  for (Instruction *I : DeadInstructions)
    RecursivelyDeleteTriviallyDeadInstructions(I);

  return true;
}

FunctionPass *llvm::createInferAddressSpacesPass(unsigned AddressSpace) {
  return new InferAddressSpaces(AddressSpace);
}