[VPlan] Introduce multi-branch recipe, use for multi-exit loops (WIP).

llvm/include/llvm/Transforms/Vectorize/LoopVectorizationLegality.h

@@ -287,6 +287,8 @@ class LoopVectorizationLegality {
   /// we can use in-order reductions.
   bool canVectorizeFPMath(bool EnableStrictReductions);
 
+  bool canVectorizeMultiCond() const;
+
   /// Return true if we can vectorize this loop while folding its tail by
   /// masking.
   bool canFoldTailByMasking() const;

llvm/lib/Transforms/Vectorize/LoopVectorizationLegality.cpp

@@ -43,6 +43,9 @@ AllowStridedPointerIVs("lv-strided-pointer-ivs", cl::init(false), cl::Hidden,
                        cl::desc("Enable recognition of non-constant strided "
                                 "pointer induction variables."));
 
+static cl::opt<bool> EnableMultiCond("enable-multi-cond-vectorization",
+                                     cl::init(false), cl::Hidden, cl::desc(""));
+
 namespace llvm {
 cl::opt<bool>
     HintsAllowReordering("hints-allow-reordering", cl::init(true), cl::Hidden,
@@ -1378,6 +1381,8 @@ bool LoopVectorizationLegality::isFixedOrderRecurrence(
 }
 
 bool LoopVectorizationLegality::blockNeedsPredication(BasicBlock *BB) const {
+  if (canVectorizeMultiCond() && BB != TheLoop->getHeader())
+    return true;
   return LoopAccessInfo::blockNeedsPredication(BB, TheLoop, DT);
 }
 
@@ -1514,6 +1519,35 @@ bool LoopVectorizationLegality::canVectorizeWithIfConvert() {
   return true;
 }
 
+bool LoopVectorizationLegality::canVectorizeMultiCond() const {
+  if (!EnableMultiCond)
+    return false;
+  SmallVector<BasicBlock *> Exiting;
+  TheLoop->getExitingBlocks(Exiting);
+  if (Exiting.size() != 2 || Exiting[0] != TheLoop->getHeader() ||
+      Exiting[1] != TheLoop->getLoopLatch() ||
+      any_of(*TheLoop->getHeader(), [](Instruction &I) {
+        return I.mayReadFromMemory() || I.mayHaveSideEffects();
+      }))
+    return false;
+  CmpInst::Predicate Pred;
+  Value *A, *B;
+  if (!match(
+          TheLoop->getHeader()->getTerminator(),
+          m_Br(m_ICmp(Pred, m_Value(A), m_Value(B)), m_Value(), m_Value())) ||
+      Pred == CmpInst::ICMP_EQ || Pred == CmpInst::ICMP_NE)
+    return false;
+  if (any_of(TheLoop->getBlocks(), [this](BasicBlock *BB) {
+        return any_of(*BB, [this](Instruction &I) {
+          return any_of(I.users(), [this](User *U) {
+            return !TheLoop->contains(cast<Instruction>(U)->getParent());
+          });
+        });
+      }))
+    return false;
+  return true;
+}
+
 // Helper function to canVectorizeLoopNestCFG.
 bool LoopVectorizationLegality::canVectorizeLoopCFG(Loop *Lp,
                                                     bool UseVPlanNativePath) {

llvm/lib/Transforms/Vectorize/LoopVectorize.cpp

@@ -1362,9 +1362,11 @@ class LoopVectorizationCostModel {
     // If we might exit from anywhere but the latch, must run the exiting
     // iteration in scalar form.
     if (TheLoop->getExitingBlock() != TheLoop->getLoopLatch()) {
-      LLVM_DEBUG(
-          dbgs() << "LV: Loop requires scalar epilogue: multiple exits\n");
-      return true;
+      if (!Legal->canVectorizeMultiCond()) {
+        LLVM_DEBUG(
+            dbgs() << "LV: Loop requires scalar epilogue: multiple exits\n");
+        return true;
+      }
     }
     if (IsVectorizing && InterleaveInfo.requiresScalarEpilogue()) {
       LLVM_DEBUG(dbgs() << "LV: Loop requires scalar epilogue: "
@@ -2535,8 +2537,17 @@ void InnerLoopVectorizer::createVectorLoopSkeleton(StringRef Prefix) {
   LoopVectorPreHeader = OrigLoop->getLoopPreheader();
   assert(LoopVectorPreHeader && "Invalid loop structure");
   LoopExitBlock = OrigLoop->getUniqueExitBlock(); // may be nullptr
-  assert((LoopExitBlock || Cost->requiresScalarEpilogue(VF.isVector())) &&
-         "multiple exit loop without required epilogue?");
+  if (Legal->canVectorizeMultiCond()) {
+    BasicBlock *Latch = OrigLoop->getLoopLatch();
+    BasicBlock *TrueSucc =
+        cast<BranchInst>(Latch->getTerminator())->getSuccessor(0);
+    BasicBlock *FalseSucc =
+        cast<BranchInst>(Latch->getTerminator())->getSuccessor(1);
+    LoopExitBlock = OrigLoop->contains(TrueSucc) ? FalseSucc : TrueSucc;
+  } else {
+    assert((LoopExitBlock || Cost->requiresScalarEpilogue(VF.isVector())) &&
+           "multiple exit loop without required epilogue?");
+  }
 
   LoopMiddleBlock =
       SplitBlock(LoopVectorPreHeader, LoopVectorPreHeader->getTerminator(), DT,
@@ -2910,7 +2921,8 @@ void InnerLoopVectorizer::fixVectorizedLoop(VPTransformState &State,
     for (PHINode &PN : Exit->phis())
       PSE.getSE()->forgetLcssaPhiWithNewPredecessor(OrigLoop, &PN);
 
-  if (Cost->requiresScalarEpilogue(VF.isVector())) {
+  if (Legal->canVectorizeMultiCond() ||
+      Cost->requiresScalarEpilogue(VF.isVector())) {
     // No edge from the middle block to the unique exit block has been inserted
     // and there is nothing to fix from vector loop; phis should have incoming
     // from scalar loop only.
@@ -3554,7 +3566,8 @@ void LoopVectorizationCostModel::collectLoopUniforms(ElementCount VF) {
   TheLoop->getExitingBlocks(Exiting);
   for (BasicBlock *E : Exiting) {
     auto *Cmp = dyn_cast<Instruction>(E->getTerminator()->getOperand(0));
-    if (Cmp && TheLoop->contains(Cmp) && Cmp->hasOneUse())
+    if (Cmp && TheLoop->contains(Cmp) && Cmp->hasOneUse() &&
+        (TheLoop->getLoopLatch() == E || !Legal->canVectorizeMultiCond()))
       AddToWorklistIfAllowed(Cmp);
   }
 
@@ -7643,12 +7656,15 @@ DenseMap<const SCEV *, Value *> LoopVectorizationPlanner::executePlan(
   BestVPlan.execute(&State);
 
   // 2.5 Collect reduction resume values.
-  auto *ExitVPBB =
-      cast<VPBasicBlock>(BestVPlan.getVectorLoopRegion()->getSingleSuccessor());
-  for (VPRecipeBase &R : *ExitVPBB) {
-    createAndCollectMergePhiForReduction(
-        dyn_cast<VPInstruction>(&R), State, OrigLoop,
-        State.CFG.VPBB2IRBB[ExitVPBB], ExpandedSCEVs);
+  VPBasicBlock *ExitVPBB = nullptr;
+  if (BestVPlan.getVectorLoopRegion()->getSingleSuccessor()) {
+    ExitVPBB = cast<VPBasicBlock>(
+        BestVPlan.getVectorLoopRegion()->getSingleSuccessor());
+    for (VPRecipeBase &R : *ExitVPBB) {
+      createAndCollectMergePhiForReduction(
+          dyn_cast<VPInstruction>(&R), State, OrigLoop,
+          State.CFG.VPBB2IRBB[ExitVPBB], ExpandedSCEVs);
+    }
   }
 
   // 2.6. Maintain Loop Hints
@@ -7674,6 +7690,7 @@ DenseMap<const SCEV *, Value *> LoopVectorizationPlanner::executePlan(
     LoopVectorizeHints Hints(L, true, *ORE);
     Hints.setAlreadyVectorized();
   }
+
   TargetTransformInfo::UnrollingPreferences UP;
   TTI.getUnrollingPreferences(L, *PSE.getSE(), UP, ORE);
   if (!UP.UnrollVectorizedLoop || CanonicalIVStartValue)
@@ -7686,15 +7703,17 @@ DenseMap<const SCEV *, Value *> LoopVectorizationPlanner::executePlan(
   ILV.printDebugTracesAtEnd();
 
   // 4. Adjust branch weight of the branch in the middle block.
-  auto *MiddleTerm =
-      cast<BranchInst>(State.CFG.VPBB2IRBB[ExitVPBB]->getTerminator());
-  if (MiddleTerm->isConditional() &&
-      hasBranchWeightMD(*OrigLoop->getLoopLatch()->getTerminator())) {
-    // Assume that `Count % VectorTripCount` is equally distributed.
-    unsigned TripCount = BestVPlan.getUF() * State.VF.getKnownMinValue();
-    assert(TripCount > 0 && "trip count should not be zero");
-    const uint32_t Weights[] = {1, TripCount - 1};
-    setBranchWeights(*MiddleTerm, Weights, /*IsExpected=*/false);
+  if (ExitVPBB) {
+    auto *MiddleTerm =
+        cast<BranchInst>(State.CFG.VPBB2IRBB[ExitVPBB]->getTerminator());
+    if (MiddleTerm->isConditional() &&
+        hasBranchWeightMD(*OrigLoop->getLoopLatch()->getTerminator())) {
+      // Assume that `Count % VectorTripCount` is equally distributed.
+      unsigned TripCount = BestVPlan.getUF() * State.VF.getKnownMinValue();
+      assert(TripCount > 0 && "trip count should not be zero");
+      const uint32_t Weights[] = {1, TripCount - 1};
+      setBranchWeights(*MiddleTerm, Weights, /*IsExpected=*/false);
+    }
   }
 
   return State.ExpandedSCEVs;
@@ -8079,7 +8098,7 @@ VPValue *VPRecipeBuilder::createEdgeMask(BasicBlock *Src, BasicBlock *Dst) {
   // If source is an exiting block, we know the exit edge is dynamically dead
   // in the vector loop, and thus we don't need to restrict the mask.  Avoid
   // adding uses of an otherwise potentially dead instruction.
-  if (OrigLoop->isLoopExiting(Src))
+  if (!Legal->canVectorizeMultiCond() && OrigLoop->isLoopExiting(Src))
     return EdgeMaskCache[Edge] = SrcMask;
 
   VPValue *EdgeMask = getVPValueOrAddLiveIn(BI->getCondition());
@@ -8729,6 +8748,8 @@ static void addCanonicalIVRecipes(VPlan &Plan, Type *IdxTy, bool HasNUW,
 static SetVector<VPIRInstruction *> collectUsersInExitBlock(
     Loop *OrigLoop, VPRecipeBuilder &Builder, VPlan &Plan,
     const MapVector<PHINode *, InductionDescriptor> &Inductions) {
+  if (!Plan.getVectorLoopRegion()->getSingleSuccessor())
+    return {};
   auto *MiddleVPBB =
       cast<VPBasicBlock>(Plan.getVectorLoopRegion()->getSingleSuccessor());
   // No edge from the middle block to the unique exit block has been inserted
@@ -8814,6 +8835,8 @@ static void addLiveOutsForFirstOrderRecurrences(
   // TODO: Should be replaced by
   // Plan->getScalarLoopRegion()->getSinglePredecessor() in the future once the
   // scalar region is modeled as well.
+  if (!VectorRegion->getSingleSuccessor())
+    return;
   auto *MiddleVPBB = cast<VPBasicBlock>(VectorRegion->getSingleSuccessor());
   VPBasicBlock *ScalarPHVPBB = nullptr;
   if (MiddleVPBB->getNumSuccessors() == 2) {
@@ -9100,6 +9123,11 @@ LoopVectorizationPlanner::tryToBuildVPlanWithVPRecipes(VFRange &Range) {
          "VPBasicBlock");
   RecipeBuilder.fixHeaderPhis();
 
+  if (Legal->canVectorizeMultiCond()) {
+    VPlanTransforms::convertToMultiCond(*Plan, *PSE.getSE(), OrigLoop,
+                                        RecipeBuilder);
+  }
+
   SetVector<VPIRInstruction *> ExitUsersToFix = collectUsersInExitBlock(
       OrigLoop, RecipeBuilder, *Plan, Legal->getInductionVars());
   addLiveOutsForFirstOrderRecurrences(*Plan, ExitUsersToFix);
@@ -9231,8 +9259,6 @@ void LoopVectorizationPlanner::adjustRecipesForReductions(
   using namespace VPlanPatternMatch;
   VPRegionBlock *VectorLoopRegion = Plan->getVectorLoopRegion();
   VPBasicBlock *Header = VectorLoopRegion->getEntryBasicBlock();
-  VPBasicBlock *MiddleVPBB =
-      cast<VPBasicBlock>(VectorLoopRegion->getSingleSuccessor());
   for (VPRecipeBase &R : Header->phis()) {
     auto *PhiR = dyn_cast<VPReductionPHIRecipe>(&R);
     if (!PhiR || !PhiR->isInLoop() || (MinVF.isScalar() && !PhiR->isOrdered()))
@@ -9251,8 +9277,6 @@ void LoopVectorizationPlanner::adjustRecipesForReductions(
       for (VPUser *U : Cur->users()) {
         auto *UserRecipe = cast<VPSingleDefRecipe>(U);
         if (!UserRecipe->getParent()->getEnclosingLoopRegion()) {
-          assert(UserRecipe->getParent() == MiddleVPBB &&
-                 "U must be either in the loop region or the middle block.");
           continue;
         }
         Worklist.insert(UserRecipe);
@@ -9357,6 +9381,10 @@ void LoopVectorizationPlanner::adjustRecipesForReductions(
   }
   VPBasicBlock *LatchVPBB = VectorLoopRegion->getExitingBasicBlock();
   Builder.setInsertPoint(&*LatchVPBB->begin());
+  if (!VectorLoopRegion->getSingleSuccessor())
+    return;
+  VPBasicBlock *MiddleVPBB =
+      cast<VPBasicBlock>(VectorLoopRegion->getSingleSuccessor());
   VPBasicBlock::iterator IP = MiddleVPBB->getFirstNonPhi();
   for (VPRecipeBase &R :
        Plan->getVectorLoopRegion()->getEntryBasicBlock()->phis()) {

llvm/lib/Transforms/Vectorize/VPlan.cpp

@@ -474,6 +474,14 @@ void VPIRBasicBlock::execute(VPTransformState *State) {
     // backedges. A backward successor is set when the branch is created.
     const auto &PredVPSuccessors = PredVPBB->getHierarchicalSuccessors();
     unsigned idx = PredVPSuccessors.front() == this ? 0 : 1;
+    if (TermBr->getSuccessor(idx) &&
+        PredVPBlock == getPlan()->getVectorLoopRegion() &&
+        PredVPBlock->getNumSuccessors()) {
+      // Update PRedBB and TermBr for BranchOnMultiCond in predecessor.
+      PredBB = TermBr->getSuccessor(1);
+      TermBr = cast<BranchInst>(PredBB->getTerminator());
+      idx = 0;
+    }
     assert(!TermBr->getSuccessor(idx) &&
            "Trying to reset an existing successor block.");
     TermBr->setSuccessor(idx, IRBB);
@@ -601,9 +609,11 @@ static bool hasConditionalTerminator(const VPBasicBlock *VPBB) {
   }
 
   const VPRecipeBase *R = &VPBB->back();
-  bool IsCondBranch = isa<VPBranchOnMaskRecipe>(R) ||
-                      match(R, m_BranchOnCond(m_VPValue())) ||
-                      match(R, m_BranchOnCount(m_VPValue(), m_VPValue()));
+  bool IsCondBranch =
+      isa<VPBranchOnMaskRecipe>(R) || match(R, m_BranchOnCond(m_VPValue())) ||
+      match(R, m_BranchOnCount(m_VPValue(), m_VPValue())) ||
+      (isa<VPInstruction>(R) && cast<VPInstruction>(R)->getOpcode() ==
+                                    VPInstruction::BranchMultipleConds);
   (void)IsCondBranch;
 
   if (VPBB->getNumSuccessors() >= 2 ||
@@ -908,8 +918,8 @@ VPlanPtr VPlan::createInitialVPlan(Type *InductionTy,
   VPBasicBlock *MiddleVPBB = new VPBasicBlock("middle.block");
   VPBlockUtils::insertBlockAfter(MiddleVPBB, TopRegion);
 
-  VPBasicBlock *ScalarPH = new VPBasicBlock("scalar.ph");
   if (!RequiresScalarEpilogueCheck) {
+    VPBasicBlock *ScalarPH = new VPBasicBlock("scalar.ph");
     VPBlockUtils::connectBlocks(MiddleVPBB, ScalarPH);
     return Plan;
   }
@@ -923,10 +933,14 @@ VPlanPtr VPlan::createInitialVPlan(Type *InductionTy,
   //    we unconditionally branch to the scalar preheader.  Do nothing.
   // 3) Otherwise, construct a runtime check.
   BasicBlock *IRExitBlock = TheLoop->getUniqueExitBlock();
-  auto *VPExitBlock = VPIRBasicBlock::fromBasicBlock(IRExitBlock);
-  // The connection order corresponds to the operands of the conditional branch.
-  VPBlockUtils::insertBlockAfter(VPExitBlock, MiddleVPBB);
-  VPBlockUtils::connectBlocks(MiddleVPBB, ScalarPH);
+  if (IRExitBlock) {
+    auto *VPExitBlock = VPIRBasicBlock::fromBasicBlock(IRExitBlock);
+    // The connection order corresponds to the operands of the conditional
+    // branch.
+    VPBlockUtils::insertBlockAfter(VPExitBlock, MiddleVPBB);
+    VPBasicBlock *ScalarPH = new VPBasicBlock("scalar.ph");
+    VPBlockUtils::connectBlocks(MiddleVPBB, ScalarPH);
+  }
 
   auto *ScalarLatchTerm = TheLoop->getLoopLatch()->getTerminator();
   // Here we use the same DebugLoc as the scalar loop latch terminator instead
@@ -1035,7 +1049,9 @@ void VPlan::execute(VPTransformState *State) {
   // VPlan execution rather than earlier during VPlan construction.
   BasicBlock *MiddleBB = State->CFG.ExitBB;
   VPBasicBlock *MiddleVPBB =
-      cast<VPBasicBlock>(getVectorLoopRegion()->getSingleSuccessor());
+      getVectorLoopRegion()->getNumSuccessors() == 1
+          ? cast<VPBasicBlock>(getVectorLoopRegion()->getSuccessors()[0])
+          : cast<VPBasicBlock>(getVectorLoopRegion()->getSuccessors()[1]);
   // Find the VPBB for the scalar preheader, relying on the current structure
   // when creating the middle block and its successrs: if there's a single
   // predecessor, it must be the scalar preheader. Otherwise, the second
@@ -1060,12 +1076,19 @@ void VPlan::execute(VPTransformState *State) {
   State->CFG.DTU.applyUpdates({{DominatorTree::Delete, MiddleBB, ScalarPh}});
 
   // Generate code in the loop pre-header and body.
-  for (VPBlockBase *Block : vp_depth_first_shallow(Entry))
+  ReversePostOrderTraversal<VPBlockShallowTraversalWrapper<VPBlockBase *>> RPOT(
+      Entry);
+
+  for (VPBlockBase *Block : RPOT)
     Block->execute(State);
 
   VPBasicBlock *LatchVPBB = getVectorLoopRegion()->getExitingBasicBlock();
   BasicBlock *VectorLatchBB = State->CFG.VPBB2IRBB[LatchVPBB];
 
+  if (!getVectorLoopRegion()->getSingleSuccessor())
+    VectorLatchBB =
+        cast<BranchInst>(VectorLatchBB->getTerminator())->getSuccessor(1);
+
   // Fix the latch value of canonical, reduction and first-order recurrences
   // phis in the vector loop.
   VPBasicBlock *Header = getVectorLoopRegion()->getEntryBasicBlock();
@@ -1092,7 +1115,10 @@ void VPlan::execute(VPTransformState *State) {
       // Move the last step to the end of the latch block. This ensures
       // consistent placement of all induction updates.
       Instruction *Inc = cast<Instruction>(Phi->getIncomingValue(1));
-      Inc->moveBefore(VectorLatchBB->getTerminator()->getPrevNode());
+      if (VectorLatchBB->getTerminator() == &*VectorLatchBB->getFirstNonPHI())
+        Inc->moveBefore(VectorLatchBB->getTerminator());
+      else
+        Inc->moveBefore(VectorLatchBB->getTerminator()->getPrevNode());
 
       // Use the steps for the last part as backedge value for the induction.
       if (auto *IV = dyn_cast<VPWidenIntOrFpInductionRecipe>(&R))

llvm/lib/Transforms/Vectorize/VPlan.h

@@ -1239,6 +1239,7 @@ class VPInstruction : public VPRecipeWithIRFlags,
     CanonicalIVIncrementForPart,
     BranchOnCount,
     BranchOnCond,
+    BranchMultipleConds,
     ComputeReductionResult,
     // Takes the VPValue to extract from as first operand and the lane or part
     // to extract as second operand, counting from the end starting with 1 for
@@ -1249,6 +1250,7 @@ class VPInstruction : public VPRecipeWithIRFlags,
     // operand). Only generates scalar values (either for the first lane only or
     // for all lanes, depending on its uses).
     PtrAdd,
+    AnyOf,
   };
 
 private:
@@ -1370,6 +1372,7 @@ class VPInstruction : public VPRecipeWithIRFlags,
     case Instruction::AtomicRMW:
     case VPInstruction::BranchOnCond:
     case VPInstruction::BranchOnCount:
+    case VPInstruction::BranchMultipleConds:
       return false;
     default:
       return true;