r295323 - Revert r295319 while investigating buildbot failure.

Arpith Chacko Jacob via cfe-commits cfe-commits at lists.llvm.org
Thu Feb 16 06:25:35 PST 2017


Author: arpith
Date: Thu Feb 16 08:25:35 2017
New Revision: 295323

URL: http://llvm.org/viewvc/llvm-project?rev=295323&view=rev
Log:
Revert r295319 while investigating buildbot failure.

Removed:
    cfe/trunk/test/OpenMP/nvptx_target_parallel_reduction_codegen.cpp
Modified:
    cfe/trunk/lib/CodeGen/CGOpenMPRuntime.cpp
    cfe/trunk/lib/CodeGen/CGOpenMPRuntime.h
    cfe/trunk/lib/CodeGen/CGOpenMPRuntimeNVPTX.cpp
    cfe/trunk/lib/CodeGen/CGOpenMPRuntimeNVPTX.h
    cfe/trunk/lib/CodeGen/CGStmtOpenMP.cpp
    cfe/trunk/lib/CodeGen/CodeGenFunction.h

Modified: cfe/trunk/lib/CodeGen/CGOpenMPRuntime.cpp
URL: http://llvm.org/viewvc/llvm-project/cfe/trunk/lib/CodeGen/CGOpenMPRuntime.cpp?rev=295323&r1=295322&r2=295323&view=diff
==============================================================================
--- cfe/trunk/lib/CodeGen/CGOpenMPRuntime.cpp (original)
+++ cfe/trunk/lib/CodeGen/CGOpenMPRuntime.cpp Thu Feb 16 08:25:35 2017
@@ -4257,10 +4257,12 @@ static void emitReductionCombiner(CodeGe
   CGF.EmitIgnoredExpr(ReductionOp);
 }
 
-llvm::Value *CGOpenMPRuntime::emitReductionFunction(
-    CodeGenModule &CGM, llvm::Type *ArgsType, ArrayRef<const Expr *> Privates,
-    ArrayRef<const Expr *> LHSExprs, ArrayRef<const Expr *> RHSExprs,
-    ArrayRef<const Expr *> ReductionOps) {
+static llvm::Value *emitReductionFunction(CodeGenModule &CGM,
+                                          llvm::Type *ArgsType,
+                                          ArrayRef<const Expr *> Privates,
+                                          ArrayRef<const Expr *> LHSExprs,
+                                          ArrayRef<const Expr *> RHSExprs,
+                                          ArrayRef<const Expr *> ReductionOps) {
   auto &C = CGM.getContext();
 
   // void reduction_func(void *LHSArg, void *RHSArg);
@@ -4343,11 +4345,11 @@ llvm::Value *CGOpenMPRuntime::emitReduct
   return Fn;
 }
 
-void CGOpenMPRuntime::emitSingleReductionCombiner(CodeGenFunction &CGF,
-                                                  const Expr *ReductionOp,
-                                                  const Expr *PrivateRef,
-                                                  const DeclRefExpr *LHS,
-                                                  const DeclRefExpr *RHS) {
+static void emitSingleReductionCombiner(CodeGenFunction &CGF,
+                                        const Expr *ReductionOp,
+                                        const Expr *PrivateRef,
+                                        const DeclRefExpr *LHS,
+                                        const DeclRefExpr *RHS) {
   if (PrivateRef->getType()->isArrayType()) {
     // Emit reduction for array section.
     auto *LHSVar = cast<VarDecl>(LHS->getDecl());
@@ -4367,13 +4369,9 @@ void CGOpenMPRuntime::emitReduction(Code
                                     ArrayRef<const Expr *> LHSExprs,
                                     ArrayRef<const Expr *> RHSExprs,
                                     ArrayRef<const Expr *> ReductionOps,
-                                    ReductionOptionsTy Options) {
+                                    bool WithNowait, bool SimpleReduction) {
   if (!CGF.HaveInsertPoint())
     return;
-
-  bool WithNowait = Options.WithNowait;
-  bool SimpleReduction = Options.SimpleReduction;
-
   // Next code should be emitted for reduction:
   //
   // static kmp_critical_name lock = { 0 };
@@ -4515,13 +4513,12 @@ void CGOpenMPRuntime::emitReduction(Code
   };
   auto &&CodeGen = [&Privates, &LHSExprs, &RHSExprs, &ReductionOps](
       CodeGenFunction &CGF, PrePostActionTy &Action) {
-    auto &RT = CGF.CGM.getOpenMPRuntime();
     auto IPriv = Privates.begin();
     auto ILHS = LHSExprs.begin();
     auto IRHS = RHSExprs.begin();
     for (auto *E : ReductionOps) {
-      RT.emitSingleReductionCombiner(CGF, E, *IPriv, cast<DeclRefExpr>(*ILHS),
-                                     cast<DeclRefExpr>(*IRHS));
+      emitSingleReductionCombiner(CGF, E, *IPriv, cast<DeclRefExpr>(*ILHS),
+                                  cast<DeclRefExpr>(*IRHS));
       ++IPriv;
       ++ILHS;
       ++IRHS;

Modified: cfe/trunk/lib/CodeGen/CGOpenMPRuntime.h
URL: http://llvm.org/viewvc/llvm-project/cfe/trunk/lib/CodeGen/CGOpenMPRuntime.h?rev=295323&r1=295322&r2=295323&view=diff
==============================================================================
--- cfe/trunk/lib/CodeGen/CGOpenMPRuntime.h (original)
+++ cfe/trunk/lib/CodeGen/CGOpenMPRuntime.h Thu Feb 16 08:25:35 2017
@@ -893,32 +893,6 @@ public:
                                     OpenMPDirectiveKind InnermostKind,
                                     const RegionCodeGenTy &CodeGen,
                                     bool HasCancel = false);
-
-  /// Emits reduction function.
-  /// \param ArgsType Array type containing pointers to reduction variables.
-  /// \param Privates List of private copies for original reduction arguments.
-  /// \param LHSExprs List of LHS in \a ReductionOps reduction operations.
-  /// \param RHSExprs List of RHS in \a ReductionOps reduction operations.
-  /// \param ReductionOps List of reduction operations in form 'LHS binop RHS'
-  /// or 'operator binop(LHS, RHS)'.
-  llvm::Value *emitReductionFunction(CodeGenModule &CGM, llvm::Type *ArgsType,
-                                     ArrayRef<const Expr *> Privates,
-                                     ArrayRef<const Expr *> LHSExprs,
-                                     ArrayRef<const Expr *> RHSExprs,
-                                     ArrayRef<const Expr *> ReductionOps);
-
-  /// Emits single reduction combiner
-  void emitSingleReductionCombiner(CodeGenFunction &CGF,
-                                   const Expr *ReductionOp,
-                                   const Expr *PrivateRef,
-                                   const DeclRefExpr *LHS,
-                                   const DeclRefExpr *RHS);
-
-  struct ReductionOptionsTy {
-    bool WithNowait;
-    bool SimpleReduction;
-    OpenMPDirectiveKind ReductionKind;
-  };
   /// \brief Emit a code for reduction clause. Next code should be emitted for
   /// reduction:
   /// \code
@@ -955,18 +929,14 @@ public:
   /// \param RHSExprs List of RHS in \a ReductionOps reduction operations.
   /// \param ReductionOps List of reduction operations in form 'LHS binop RHS'
   /// or 'operator binop(LHS, RHS)'.
-  /// \param Options List of options for reduction codegen:
-  ///     WithNowait true if parent directive has also nowait clause, false
-  ///     otherwise.
-  ///     SimpleReduction Emit reduction operation only. Used for omp simd
-  ///     directive on the host.
-  ///     ReductionKind The kind of reduction to perform.
+  /// \param WithNowait true if parent directive has also nowait clause, false
+  /// otherwise.
   virtual void emitReduction(CodeGenFunction &CGF, SourceLocation Loc,
                              ArrayRef<const Expr *> Privates,
                              ArrayRef<const Expr *> LHSExprs,
                              ArrayRef<const Expr *> RHSExprs,
                              ArrayRef<const Expr *> ReductionOps,
-                             ReductionOptionsTy Options);
+                             bool WithNowait, bool SimpleReduction);
 
   /// \brief Emit code for 'taskwait' directive.
   virtual void emitTaskwaitCall(CodeGenFunction &CGF, SourceLocation Loc);

Modified: cfe/trunk/lib/CodeGen/CGOpenMPRuntimeNVPTX.cpp
URL: http://llvm.org/viewvc/llvm-project/cfe/trunk/lib/CodeGen/CGOpenMPRuntimeNVPTX.cpp?rev=295323&r1=295322&r2=295323&view=diff
==============================================================================
--- cfe/trunk/lib/CodeGen/CGOpenMPRuntimeNVPTX.cpp (original)
+++ cfe/trunk/lib/CodeGen/CGOpenMPRuntimeNVPTX.cpp Thu Feb 16 08:25:35 2017
@@ -44,20 +44,6 @@ enum OpenMPRTLFunctionNVPTX {
   /// Call to void __kmpc_end_serialized_parallel(ident_t *loc, kmp_int32
   /// global_tid);
   OMPRTL_NVPTX__kmpc_end_serialized_parallel,
-  /// \brief Call to int32_t __kmpc_shuffle_int32(int32_t element,
-  /// int16_t lane_offset, int16_t warp_size);
-  OMPRTL_NVPTX__kmpc_shuffle_int32,
-  /// \brief Call to int64_t __kmpc_shuffle_int64(int64_t element,
-  /// int16_t lane_offset, int16_t warp_size);
-  OMPRTL_NVPTX__kmpc_shuffle_int64,
-  /// \brief Call to __kmpc_nvptx_parallel_reduce_nowait(kmp_int32
-  /// global_tid, kmp_int32 num_vars, size_t reduce_size, void* reduce_data,
-  /// void (*kmp_ShuffleReductFctPtr)(void *rhsData, int16_t lane_id, int16_t
-  /// lane_offset, int16_t shortCircuit),
-  /// void (*kmp_InterWarpCopyFctPtr)(void* src, int32_t warp_num));
-  OMPRTL_NVPTX__kmpc_parallel_reduce_nowait,
-  /// \brief Call to __kmpc_nvptx_end_reduce_nowait(int32_t global_tid);
-  OMPRTL_NVPTX__kmpc_end_reduce_nowait
 };
 
 /// Pre(post)-action for different OpenMP constructs specialized for NVPTX.
@@ -114,25 +100,6 @@ public:
   }
   ~ExecutionModeRAII() { Mode = SavedMode; }
 };
-
-/// GPU Configuration:  This information can be derived from cuda registers,
-/// however, providing compile time constants helps generate more efficient
-/// code.  For all practical purposes this is fine because the configuration
-/// is the same for all known NVPTX architectures.
-enum MachineConfiguration : unsigned {
-  WarpSize = 32,
-  /// Number of bits required to represent a lane identifier, which is
-  /// computed as log_2(WarpSize).
-  LaneIDBits = 5,
-  LaneIDMask = WarpSize - 1,
-};
-
-enum NamedBarrier : unsigned {
-  /// Synchronize on this barrier #ID using a named barrier primitive.
-  /// Only the subset of active threads in a parallel region arrive at the
-  /// barrier.
-  NB_Parallel = 1,
-};
 } // anonymous namespace
 
 /// Get the GPU warp size.
@@ -153,23 +120,6 @@ static llvm::Value *getNVPTXThreadID(Cod
       llvm::None, "nvptx_tid");
 }
 
-/// Get the id of the warp in the block.
-/// We assume that the warp size is 32, which is always the case
-/// on the NVPTX device, to generate more efficient code.
-static llvm::Value *getNVPTXWarpID(CodeGenFunction &CGF) {
-  CGBuilderTy &Bld = CGF.Builder;
-  return Bld.CreateAShr(getNVPTXThreadID(CGF), LaneIDBits, "nvptx_warp_id");
-}
-
-/// Get the id of the current lane in the Warp.
-/// We assume that the warp size is 32, which is always the case
-/// on the NVPTX device, to generate more efficient code.
-static llvm::Value *getNVPTXLaneID(CodeGenFunction &CGF) {
-  CGBuilderTy &Bld = CGF.Builder;
-  return Bld.CreateAnd(getNVPTXThreadID(CGF), Bld.getInt32(LaneIDMask),
-                       "nvptx_lane_id");
-}
-
 /// Get the maximum number of threads in a block of the GPU.
 static llvm::Value *getNVPTXNumThreads(CodeGenFunction &CGF) {
   CGBuilderTy &Bld = CGF.Builder;
@@ -186,25 +136,9 @@ static void getNVPTXCTABarrier(CodeGenFu
       &CGF.CGM.getModule(), llvm::Intrinsic::nvvm_barrier0));
 }
 
-/// Get barrier #ID to synchronize selected (multiple of warp size) threads in
-/// a CTA.
-static void getNVPTXBarrier(CodeGenFunction &CGF, int ID,
-                            llvm::Value *NumThreads) {
-  CGBuilderTy &Bld = CGF.Builder;
-  llvm::Value *Args[] = {Bld.getInt32(ID), NumThreads};
-  Bld.CreateCall(llvm::Intrinsic::getDeclaration(&CGF.CGM.getModule(),
-                                                 llvm::Intrinsic::nvvm_barrier),
-                 Args);
-}
-
 /// Synchronize all GPU threads in a block.
 static void syncCTAThreads(CodeGenFunction &CGF) { getNVPTXCTABarrier(CGF); }
 
-/// Synchronize worker threads in a parallel region.
-static void syncParallelThreads(CodeGenFunction &CGF, llvm::Value *NumThreads) {
-  return getNVPTXBarrier(CGF, NB_Parallel, NumThreads);
-}
-
 /// Get the value of the thread_limit clause in the teams directive.
 /// For the 'generic' execution mode, the runtime encodes thread_limit in
 /// the launch parameters, always starting thread_limit+warpSize threads per
@@ -649,60 +583,6 @@ CGOpenMPRuntimeNVPTX::createNVPTXRuntime
     RTLFn = CGM.CreateRuntimeFunction(FnTy, "__kmpc_end_serialized_parallel");
     break;
   }
-  case OMPRTL_NVPTX__kmpc_shuffle_int32: {
-    // Build int32_t __kmpc_shuffle_int32(int32_t element,
-    // int16_t lane_offset, int16_t warp_size);
-    llvm::Type *TypeParams[] = {CGM.Int32Ty, CGM.Int16Ty, CGM.Int16Ty};
-    llvm::FunctionType *FnTy =
-        llvm::FunctionType::get(CGM.Int32Ty, TypeParams, /*isVarArg*/ false);
-    RTLFn = CGM.CreateRuntimeFunction(FnTy, "__kmpc_shuffle_int32");
-    break;
-  }
-  case OMPRTL_NVPTX__kmpc_shuffle_int64: {
-    // Build int64_t __kmpc_shuffle_int64(int64_t element,
-    // int16_t lane_offset, int16_t warp_size);
-    llvm::Type *TypeParams[] = {CGM.Int64Ty, CGM.Int16Ty, CGM.Int16Ty};
-    llvm::FunctionType *FnTy =
-        llvm::FunctionType::get(CGM.Int64Ty, TypeParams, /*isVarArg*/ false);
-    RTLFn = CGM.CreateRuntimeFunction(FnTy, "__kmpc_shuffle_int64");
-    break;
-  }
-  case OMPRTL_NVPTX__kmpc_parallel_reduce_nowait: {
-    // Build int32_t kmpc_nvptx_parallel_reduce_nowait(kmp_int32 global_tid,
-    // kmp_int32 num_vars, size_t reduce_size, void* reduce_data,
-    // void (*kmp_ShuffleReductFctPtr)(void *rhsData, int16_t lane_id, int16_t
-    // lane_offset, int16_t Algorithm Version),
-    // void (*kmp_InterWarpCopyFctPtr)(void* src, int warp_num));
-    llvm::Type *ShuffleReduceTypeParams[] = {CGM.VoidPtrTy, CGM.Int16Ty,
-                                             CGM.Int16Ty, CGM.Int16Ty};
-    auto *ShuffleReduceFnTy =
-        llvm::FunctionType::get(CGM.VoidTy, ShuffleReduceTypeParams,
-                                /*isVarArg=*/false);
-    llvm::Type *InterWarpCopyTypeParams[] = {CGM.VoidPtrTy, CGM.Int32Ty};
-    auto *InterWarpCopyFnTy =
-        llvm::FunctionType::get(CGM.VoidTy, InterWarpCopyTypeParams,
-                                /*isVarArg=*/false);
-    llvm::Type *TypeParams[] = {CGM.Int32Ty,
-                                CGM.Int32Ty,
-                                CGM.SizeTy,
-                                CGM.VoidPtrTy,
-                                ShuffleReduceFnTy->getPointerTo(),
-                                InterWarpCopyFnTy->getPointerTo()};
-    llvm::FunctionType *FnTy =
-        llvm::FunctionType::get(CGM.Int32Ty, TypeParams, /*isVarArg=*/false);
-    RTLFn = CGM.CreateRuntimeFunction(
-        FnTy, /*Name=*/"__kmpc_nvptx_parallel_reduce_nowait");
-    break;
-  }
-  case OMPRTL_NVPTX__kmpc_end_reduce_nowait: {
-    // Build __kmpc_end_reduce_nowait(kmp_int32 global_tid);
-    llvm::Type *TypeParams[] = {CGM.Int32Ty};
-    llvm::FunctionType *FnTy =
-        llvm::FunctionType::get(CGM.VoidTy, TypeParams, /*isVarArg=*/false);
-    RTLFn = CGM.CreateRuntimeFunction(
-        FnTy, /*Name=*/"__kmpc_nvptx_end_reduce_nowait");
-    break;
-  }
   }
   return RTLFn;
 }
@@ -925,891 +805,3 @@ void CGOpenMPRuntimeNVPTX::emitSpmdParal
   OutlinedFnArgs.append(CapturedVars.begin(), CapturedVars.end());
   CGF.EmitCallOrInvoke(OutlinedFn, OutlinedFnArgs);
 }
-
-/// This function creates calls to one of two shuffle functions to copy
-/// variables between lanes in a warp.
-static llvm::Value *createRuntimeShuffleFunction(CodeGenFunction &CGF,
-                                                 QualType ElemTy,
-                                                 llvm::Value *Elem,
-                                                 llvm::Value *Offset) {
-  auto &CGM = CGF.CGM;
-  auto &C = CGM.getContext();
-  auto &Bld = CGF.Builder;
-  CGOpenMPRuntimeNVPTX &RT =
-      *(static_cast<CGOpenMPRuntimeNVPTX *>(&CGM.getOpenMPRuntime()));
-
-  unsigned Size = CGM.getContext().getTypeSizeInChars(ElemTy).getQuantity();
-  assert(Size <= 8 && "Unsupported bitwidth in shuffle instruction.");
-
-  OpenMPRTLFunctionNVPTX ShuffleFn = Size <= 4
-                                         ? OMPRTL_NVPTX__kmpc_shuffle_int32
-                                         : OMPRTL_NVPTX__kmpc_shuffle_int64;
-
-  // Cast all types to 32- or 64-bit values before calling shuffle routines.
-  auto CastTy = Size <= 4 ? CGM.Int32Ty : CGM.Int64Ty;
-  auto *ElemCast = Bld.CreateSExtOrBitCast(Elem, CastTy);
-  auto *WarpSize = CGF.EmitScalarConversion(
-      getNVPTXWarpSize(CGF), C.getIntTypeForBitwidth(32, /* Signed */ true),
-      C.getIntTypeForBitwidth(16, /* Signed */ true), SourceLocation());
-
-  auto *ShuffledVal =
-      CGF.EmitRuntimeCall(RT.createNVPTXRuntimeFunction(ShuffleFn),
-                          {ElemCast, Offset, WarpSize});
-
-  return Bld.CreateTruncOrBitCast(ShuffledVal, CGF.ConvertTypeForMem(ElemTy));
-}
-
-namespace {
-enum CopyAction : unsigned {
-  // RemoteLaneToThread: Copy over a Reduce list from a remote lane in
-  // the warp using shuffle instructions.
-  RemoteLaneToThread,
-  // ThreadCopy: Make a copy of a Reduce list on the thread's stack.
-  ThreadCopy,
-};
-} // namespace
-
-/// Emit instructions to copy a Reduce list, which contains partially
-/// aggregated values, in the specified direction.
-static void emitReductionListCopy(CopyAction Action, CodeGenFunction &CGF,
-                                  QualType ReductionArrayTy,
-                                  ArrayRef<const Expr *> Privates,
-                                  Address SrcBase, Address DestBase,
-                                  llvm::Value *RemoteLaneOffset = nullptr) {
-
-  auto &CGM = CGF.CGM;
-  auto &C = CGM.getContext();
-  auto &Bld = CGF.Builder;
-
-  // Iterates, element-by-element, through the source Reduce list and
-  // make a copy.
-  unsigned Idx = 0;
-  for (auto &Private : Privates) {
-    Address SrcElementAddr = Address::invalid();
-    Address DestElementAddr = Address::invalid();
-    Address DestElementPtrAddr = Address::invalid();
-    // Should we shuffle in an element from a remote lane?
-    bool ShuffleInElement = false;
-    // Set to true to update the pointer in the dest Reduce list to a
-    // newly created element.
-    bool UpdateDestListPtr = false;
-
-    switch (Action) {
-    case RemoteLaneToThread: {
-      // Step 1.1: Get the address for the src element in the Reduce list.
-      Address SrcElementPtrAddr =
-          Bld.CreateConstArrayGEP(SrcBase, Idx, CGF.getPointerSize());
-      llvm::Value *SrcElementPtrPtr = CGF.EmitLoadOfScalar(
-          SrcElementPtrAddr, /*Volatile=*/false, C.VoidPtrTy, SourceLocation());
-      SrcElementAddr =
-          Address(SrcElementPtrPtr, C.getTypeAlignInChars(Private->getType()));
-
-      // Step 1.2: Create a temporary to store the element in the destination
-      // Reduce list.
-      DestElementPtrAddr =
-          Bld.CreateConstArrayGEP(DestBase, Idx, CGF.getPointerSize());
-      DestElementAddr =
-          CGF.CreateMemTemp(Private->getType(), ".omp.reduction.element");
-      ShuffleInElement = true;
-      UpdateDestListPtr = true;
-      break;
-    }
-    case ThreadCopy: {
-      // Step 1.1: Get the address for the src element in the Reduce list.
-      Address SrcElementPtrAddr =
-          Bld.CreateConstArrayGEP(SrcBase, Idx, CGF.getPointerSize());
-      llvm::Value *SrcElementPtrPtr = CGF.EmitLoadOfScalar(
-          SrcElementPtrAddr, /*Volatile=*/false, C.VoidPtrTy, SourceLocation());
-      SrcElementAddr =
-          Address(SrcElementPtrPtr, C.getTypeAlignInChars(Private->getType()));
-
-      // Step 1.2: Get the address for dest element.  The destination
-      // element has already been created on the thread's stack.
-      DestElementPtrAddr =
-          Bld.CreateConstArrayGEP(DestBase, Idx, CGF.getPointerSize());
-      llvm::Value *DestElementPtr =
-          CGF.EmitLoadOfScalar(DestElementPtrAddr, /*Volatile=*/false,
-                               C.VoidPtrTy, SourceLocation());
-      Address DestElemAddr =
-          Address(DestElementPtr, C.getTypeAlignInChars(Private->getType()));
-      DestElementAddr = Bld.CreateElementBitCast(
-          DestElemAddr, CGF.ConvertTypeForMem(Private->getType()));
-      break;
-    }
-    }
-
-    // Regardless of src and dest of copy, we emit the load of src
-    // element as this is required in all directions
-    SrcElementAddr = Bld.CreateElementBitCast(
-        SrcElementAddr, CGF.ConvertTypeForMem(Private->getType()));
-    llvm::Value *Elem =
-        CGF.EmitLoadOfScalar(SrcElementAddr, /*Volatile=*/false,
-                             Private->getType(), SourceLocation());
-
-    // Now that all active lanes have read the element in the
-    // Reduce list, shuffle over the value from the remote lane.
-    if (ShuffleInElement) {
-      Elem = createRuntimeShuffleFunction(CGF, Private->getType(), Elem,
-                                          RemoteLaneOffset);
-    }
-
-    // Store the source element value to the dest element address.
-    CGF.EmitStoreOfScalar(Elem, DestElementAddr, /*Volatile=*/false,
-                          Private->getType());
-
-    // Step 3.1: Modify reference in dest Reduce list as needed.
-    // Modifying the reference in Reduce list to point to the newly
-    // created element.  The element is live in the current function
-    // scope and that of functions it invokes (i.e., reduce_function).
-    // RemoteReduceData[i] = (void*)&RemoteElem
-    if (UpdateDestListPtr) {
-      CGF.EmitStoreOfScalar(Bld.CreatePointerBitCastOrAddrSpaceCast(
-                                DestElementAddr.getPointer(), CGF.VoidPtrTy),
-                            DestElementPtrAddr, /*Volatile=*/false,
-                            C.VoidPtrTy);
-    }
-
-    Idx++;
-  }
-}
-
-/// This function emits a helper that gathers Reduce lists from the first
-/// lane of every active warp to lanes in the first warp.
-///
-/// void inter_warp_copy_func(void* reduce_data, num_warps)
-///   shared smem[warp_size];
-///   For all data entries D in reduce_data:
-///     If (I am the first lane in each warp)
-///       Copy my local D to smem[warp_id]
-///     sync
-///     if (I am the first warp)
-///       Copy smem[thread_id] to my local D
-///     sync
-static llvm::Value *emitInterWarpCopyFunction(CodeGenModule &CGM,
-                                              ArrayRef<const Expr *> Privates,
-                                              QualType ReductionArrayTy) {
-  auto &C = CGM.getContext();
-  auto &M = CGM.getModule();
-
-  // ReduceList: thread local Reduce list.
-  // At the stage of the computation when this function is called, partially
-  // aggregated values reside in the first lane of every active warp.
-  ImplicitParamDecl ReduceListArg(C, /*DC=*/nullptr, SourceLocation(),
-                                  /*Id=*/nullptr, C.VoidPtrTy);
-  // NumWarps: number of warps active in the parallel region.  This could
-  // be smaller than 32 (max warps in a CTA) for partial block reduction.
-  ImplicitParamDecl NumWarpsArg(C, /*DC=*/nullptr, SourceLocation(),
-                                /*Id=*/nullptr,
-                                C.getIntTypeForBitwidth(32, /* Signed */ true));
-  FunctionArgList Args;
-  Args.push_back(&ReduceListArg);
-  Args.push_back(&NumWarpsArg);
-
-  auto &CGFI = CGM.getTypes().arrangeBuiltinFunctionDeclaration(C.VoidTy, Args);
-  auto *Fn = llvm::Function::Create(
-      CGM.getTypes().GetFunctionType(CGFI), llvm::GlobalValue::InternalLinkage,
-      "_omp_reduction_inter_warp_copy_func", &CGM.getModule());
-  CGM.SetInternalFunctionAttributes(/*DC=*/nullptr, Fn, CGFI);
-  CodeGenFunction CGF(CGM);
-  // We don't need debug information in this function as nothing here refers to
-  // user code.
-  CGF.disableDebugInfo();
-  CGF.StartFunction(GlobalDecl(), C.VoidTy, Fn, CGFI, Args);
-
-  auto &Bld = CGF.Builder;
-
-  // This array is used as a medium to transfer, one reduce element at a time,
-  // the data from the first lane of every warp to lanes in the first warp
-  // in order to perform the final step of a reduction in a parallel region
-  // (reduction across warps).  The array is placed in NVPTX __shared__ memory
-  // for reduced latency, as well as to have a distinct copy for concurrently
-  // executing target regions.  The array is declared with common linkage so
-  // as to be shared across compilation units.
-  const char *TransferMediumName =
-      "__openmp_nvptx_data_transfer_temporary_storage";
-  llvm::GlobalVariable *TransferMedium =
-      M.getGlobalVariable(TransferMediumName);
-  if (!TransferMedium) {
-    auto *Ty = llvm::ArrayType::get(CGM.Int64Ty, WarpSize);
-    unsigned SharedAddressSpace = C.getTargetAddressSpace(LangAS::cuda_shared);
-    TransferMedium = new llvm::GlobalVariable(
-        M, Ty,
-        /*isConstant=*/false, llvm::GlobalVariable::CommonLinkage,
-        llvm::Constant::getNullValue(Ty), TransferMediumName,
-        /*InsertBefore=*/nullptr, llvm::GlobalVariable::NotThreadLocal,
-        SharedAddressSpace);
-  }
-
-  // Get the CUDA thread id of the current OpenMP thread on the GPU.
-  auto *ThreadID = getNVPTXThreadID(CGF);
-  // nvptx_lane_id = nvptx_id % warpsize
-  auto *LaneID = getNVPTXLaneID(CGF);
-  // nvptx_warp_id = nvptx_id / warpsize
-  auto *WarpID = getNVPTXWarpID(CGF);
-
-  Address AddrReduceListArg = CGF.GetAddrOfLocalVar(&ReduceListArg);
-  Address LocalReduceList(
-      Bld.CreatePointerBitCastOrAddrSpaceCast(
-          CGF.EmitLoadOfScalar(AddrReduceListArg, /*Volatile=*/false,
-                               C.VoidPtrTy, SourceLocation()),
-          CGF.ConvertTypeForMem(ReductionArrayTy)->getPointerTo()),
-      CGF.getPointerAlign());
-
-  unsigned Idx = 0;
-  for (auto &Private : Privates) {
-    //
-    // Warp master copies reduce element to transfer medium in __shared__
-    // memory.
-    //
-    llvm::BasicBlock *ThenBB = CGF.createBasicBlock("then");
-    llvm::BasicBlock *ElseBB = CGF.createBasicBlock("else");
-    llvm::BasicBlock *MergeBB = CGF.createBasicBlock("ifcont");
-
-    // if (lane_id == 0)
-    auto IsWarpMaster =
-        Bld.CreateICmpEQ(LaneID, Bld.getInt32(0), "warp_master");
-    Bld.CreateCondBr(IsWarpMaster, ThenBB, ElseBB);
-    CGF.EmitBlock(ThenBB);
-
-    // Reduce element = LocalReduceList[i]
-    Address ElemPtrPtrAddr =
-        Bld.CreateConstArrayGEP(LocalReduceList, Idx, CGF.getPointerSize());
-    llvm::Value *ElemPtrPtr = CGF.EmitLoadOfScalar(
-        ElemPtrPtrAddr, /*Volatile=*/false, C.VoidPtrTy, SourceLocation());
-    // elemptr = (type[i]*)(elemptrptr)
-    Address ElemPtr =
-        Address(ElemPtrPtr, C.getTypeAlignInChars(Private->getType()));
-    ElemPtr = Bld.CreateElementBitCast(
-        ElemPtr, CGF.ConvertTypeForMem(Private->getType()));
-    // elem = *elemptr
-    llvm::Value *Elem = CGF.EmitLoadOfScalar(
-        ElemPtr, /*Volatile=*/false, Private->getType(), SourceLocation());
-
-    // Get pointer to location in transfer medium.
-    // MediumPtr = &medium[warp_id]
-    llvm::Value *MediumPtrVal = Bld.CreateInBoundsGEP(
-        TransferMedium, {llvm::Constant::getNullValue(CGM.Int64Ty), WarpID});
-    Address MediumPtr(MediumPtrVal, C.getTypeAlignInChars(Private->getType()));
-    // Casting to actual data type.
-    // MediumPtr = (type[i]*)MediumPtrAddr;
-    MediumPtr = Bld.CreateElementBitCast(
-        MediumPtr, CGF.ConvertTypeForMem(Private->getType()));
-
-    //*MediumPtr = elem
-    Bld.CreateStore(Elem, MediumPtr);
-
-    Bld.CreateBr(MergeBB);
-
-    CGF.EmitBlock(ElseBB);
-    Bld.CreateBr(MergeBB);
-
-    CGF.EmitBlock(MergeBB);
-
-    Address AddrNumWarpsArg = CGF.GetAddrOfLocalVar(&NumWarpsArg);
-    llvm::Value *NumWarpsVal = CGF.EmitLoadOfScalar(
-        AddrNumWarpsArg, /*Volatile=*/false, C.IntTy, SourceLocation());
-
-    auto *NumActiveThreads = Bld.CreateNSWMul(
-        NumWarpsVal, getNVPTXWarpSize(CGF), "num_active_threads");
-    // named_barrier_sync(ParallelBarrierID, num_active_threads)
-    syncParallelThreads(CGF, NumActiveThreads);
-
-    //
-    // Warp 0 copies reduce element from transfer medium.
-    //
-    llvm::BasicBlock *W0ThenBB = CGF.createBasicBlock("then");
-    llvm::BasicBlock *W0ElseBB = CGF.createBasicBlock("else");
-    llvm::BasicBlock *W0MergeBB = CGF.createBasicBlock("ifcont");
-
-    // Up to 32 threads in warp 0 are active.
-    auto IsActiveThread =
-        Bld.CreateICmpULT(ThreadID, NumWarpsVal, "is_active_thread");
-    Bld.CreateCondBr(IsActiveThread, W0ThenBB, W0ElseBB);
-
-    CGF.EmitBlock(W0ThenBB);
-
-    // SrcMediumPtr = &medium[tid]
-    llvm::Value *SrcMediumPtrVal = Bld.CreateInBoundsGEP(
-        TransferMedium, {llvm::Constant::getNullValue(CGM.Int64Ty), ThreadID});
-    Address SrcMediumPtr(SrcMediumPtrVal,
-                         C.getTypeAlignInChars(Private->getType()));
-    // SrcMediumVal = *SrcMediumPtr;
-    SrcMediumPtr = Bld.CreateElementBitCast(
-        SrcMediumPtr, CGF.ConvertTypeForMem(Private->getType()));
-    llvm::Value *SrcMediumValue = CGF.EmitLoadOfScalar(
-        SrcMediumPtr, /*Volatile=*/false, Private->getType(), SourceLocation());
-
-    // TargetElemPtr = (type[i]*)(SrcDataAddr[i])
-    Address TargetElemPtrPtr =
-        Bld.CreateConstArrayGEP(LocalReduceList, Idx, CGF.getPointerSize());
-    llvm::Value *TargetElemPtrVal = CGF.EmitLoadOfScalar(
-        TargetElemPtrPtr, /*Volatile=*/false, C.VoidPtrTy, SourceLocation());
-    Address TargetElemPtr =
-        Address(TargetElemPtrVal, C.getTypeAlignInChars(Private->getType()));
-    TargetElemPtr = Bld.CreateElementBitCast(
-        TargetElemPtr, CGF.ConvertTypeForMem(Private->getType()));
-
-    // *TargetElemPtr = SrcMediumVal;
-    CGF.EmitStoreOfScalar(SrcMediumValue, TargetElemPtr, /*Volatile=*/false,
-                          Private->getType());
-    Bld.CreateBr(W0MergeBB);
-
-    CGF.EmitBlock(W0ElseBB);
-    Bld.CreateBr(W0MergeBB);
-
-    CGF.EmitBlock(W0MergeBB);
-
-    // While warp 0 copies values from transfer medium, all other warps must
-    // wait.
-    syncParallelThreads(CGF, NumActiveThreads);
-    Idx++;
-  }
-
-  CGF.FinishFunction();
-  return Fn;
-}
-
-/// Emit a helper that reduces data across two OpenMP threads (lanes)
-/// in the same warp.  It uses shuffle instructions to copy over data from
-/// a remote lane's stack.  The reduction algorithm performed is specified
-/// by the fourth parameter.
-///
-/// Algorithm Versions.
-/// Full Warp Reduce (argument value 0):
-///   This algorithm assumes that all 32 lanes are active and gathers
-///   data from these 32 lanes, producing a single resultant value.
-/// Contiguous Partial Warp Reduce (argument value 1):
-///   This algorithm assumes that only a *contiguous* subset of lanes
-///   are active.  This happens for the last warp in a parallel region
-///   when the user specified num_threads is not an integer multiple of
-///   32.  This contiguous subset always starts with the zeroth lane.
-/// Partial Warp Reduce (argument value 2):
-///   This algorithm gathers data from any number of lanes at any position.
-/// All reduced values are stored in the lowest possible lane.  The set
-/// of problems every algorithm addresses is a super set of those
-/// addressable by algorithms with a lower version number.  Overhead
-/// increases as algorithm version increases.
-///
-/// Terminology
-/// Reduce element:
-///   Reduce element refers to the individual data field with primitive
-///   data types to be combined and reduced across threads.
-/// Reduce list:
-///   Reduce list refers to a collection of local, thread-private
-///   reduce elements.
-/// Remote Reduce list:
-///   Remote Reduce list refers to a collection of remote (relative to
-///   the current thread) reduce elements.
-///
-/// We distinguish between three states of threads that are important to
-/// the implementation of this function.
-/// Alive threads:
-///   Threads in a warp executing the SIMT instruction, as distinguished from
-///   threads that are inactive due to divergent control flow.
-/// Active threads:
-///   The minimal set of threads that has to be alive upon entry to this
-///   function.  The computation is correct iff active threads are alive.
-///   Some threads are alive but they are not active because they do not
-///   contribute to the computation in any useful manner.  Turning them off
-///   may introduce control flow overheads without any tangible benefits.
-/// Effective threads:
-///   In order to comply with the argument requirements of the shuffle
-///   function, we must keep all lanes holding data alive.  But at most
-///   half of them perform value aggregation; we refer to this half of
-///   threads as effective. The other half is simply handing off their
-///   data.
-///
-/// Procedure
-/// Value shuffle:
-///   In this step active threads transfer data from higher lane positions
-///   in the warp to lower lane positions, creating Remote Reduce list.
-/// Value aggregation:
-///   In this step, effective threads combine their thread local Reduce list
-///   with Remote Reduce list and store the result in the thread local
-///   Reduce list.
-/// Value copy:
-///   In this step, we deal with the assumption made by algorithm 2
-///   (i.e. contiguity assumption).  When we have an odd number of lanes
-///   active, say 2k+1, only k threads will be effective and therefore k
-///   new values will be produced.  However, the Reduce list owned by the
-///   (2k+1)th thread is ignored in the value aggregation.  Therefore
-///   we copy the Reduce list from the (2k+1)th lane to (k+1)th lane so
-///   that the contiguity assumption still holds.
-static llvm::Value *
-emitShuffleAndReduceFunction(CodeGenModule &CGM,
-                             ArrayRef<const Expr *> Privates,
-                             QualType ReductionArrayTy, llvm::Value *ReduceFn) {
-  auto &C = CGM.getContext();
-
-  // Thread local Reduce list used to host the values of data to be reduced.
-  ImplicitParamDecl ReduceListArg(C, /*DC=*/nullptr, SourceLocation(),
-                                  /*Id=*/nullptr, C.VoidPtrTy);
-  // Current lane id; could be logical.
-  ImplicitParamDecl LaneIDArg(C, /*DC=*/nullptr, SourceLocation(),
-                              /*Id=*/nullptr, C.ShortTy);
-  // Offset of the remote source lane relative to the current lane.
-  ImplicitParamDecl RemoteLaneOffsetArg(C, /*DC=*/nullptr, SourceLocation(),
-                                        /*Id=*/nullptr, C.ShortTy);
-  // Algorithm version.  This is expected to be known at compile time.
-  ImplicitParamDecl AlgoVerArg(C, /*DC=*/nullptr, SourceLocation(),
-                               /*Id=*/nullptr, C.ShortTy);
-  FunctionArgList Args;
-  Args.push_back(&ReduceListArg);
-  Args.push_back(&LaneIDArg);
-  Args.push_back(&RemoteLaneOffsetArg);
-  Args.push_back(&AlgoVerArg);
-
-  auto &CGFI = CGM.getTypes().arrangeBuiltinFunctionDeclaration(C.VoidTy, Args);
-  auto *Fn = llvm::Function::Create(
-      CGM.getTypes().GetFunctionType(CGFI), llvm::GlobalValue::InternalLinkage,
-      "_omp_reduction_shuffle_and_reduce_func", &CGM.getModule());
-  CGM.SetInternalFunctionAttributes(/*D=*/nullptr, Fn, CGFI);
-  CodeGenFunction CGF(CGM);
-  // We don't need debug information in this function as nothing here refers to
-  // user code.
-  CGF.disableDebugInfo();
-  CGF.StartFunction(GlobalDecl(), C.VoidTy, Fn, CGFI, Args);
-
-  auto &Bld = CGF.Builder;
-
-  Address AddrReduceListArg = CGF.GetAddrOfLocalVar(&ReduceListArg);
-  Address LocalReduceList(
-      Bld.CreatePointerBitCastOrAddrSpaceCast(
-          CGF.EmitLoadOfScalar(AddrReduceListArg, /*Volatile=*/false,
-                               C.VoidPtrTy, SourceLocation()),
-          CGF.ConvertTypeForMem(ReductionArrayTy)->getPointerTo()),
-      CGF.getPointerAlign());
-
-  Address AddrLaneIDArg = CGF.GetAddrOfLocalVar(&LaneIDArg);
-  llvm::Value *LaneIDArgVal = CGF.EmitLoadOfScalar(
-      AddrLaneIDArg, /*Volatile=*/false, C.ShortTy, SourceLocation());
-
-  Address AddrRemoteLaneOffsetArg = CGF.GetAddrOfLocalVar(&RemoteLaneOffsetArg);
-  llvm::Value *RemoteLaneOffsetArgVal = CGF.EmitLoadOfScalar(
-      AddrRemoteLaneOffsetArg, /*Volatile=*/false, C.ShortTy, SourceLocation());
-
-  Address AddrAlgoVerArg = CGF.GetAddrOfLocalVar(&AlgoVerArg);
-  llvm::Value *AlgoVerArgVal = CGF.EmitLoadOfScalar(
-      AddrAlgoVerArg, /*Volatile=*/false, C.ShortTy, SourceLocation());
-
-  // Create a local thread-private variable to host the Reduce list
-  // from a remote lane.
-  Address RemoteReduceList =
-      CGF.CreateMemTemp(ReductionArrayTy, ".omp.reduction.remote_reduce_list");
-
-  // This loop iterates through the list of reduce elements and copies,
-  // element by element, from a remote lane in the warp to RemoteReduceList,
-  // hosted on the thread's stack.
-  emitReductionListCopy(RemoteLaneToThread, CGF, ReductionArrayTy, Privates,
-                        LocalReduceList, RemoteReduceList,
-                        RemoteLaneOffsetArgVal);
-
-  // The actions to be performed on the Remote Reduce list is dependent
-  // on the algorithm version.
-  //
-  //  if (AlgoVer==0) || (AlgoVer==1 && (LaneId < Offset)) || (AlgoVer==2 &&
-  //  LaneId % 2 == 0 && Offset > 0):
-  //    do the reduction value aggregation
-  //
-  //  The thread local variable Reduce list is mutated in place to host the
-  //  reduced data, which is the aggregated value produced from local and
-  //  remote lanes.
-  //
-  //  Note that AlgoVer is expected to be a constant integer known at compile
-  //  time.
-  //  When AlgoVer==0, the first conjunction evaluates to true, making
-  //    the entire predicate true during compile time.
-  //  When AlgoVer==1, the second conjunction has only the second part to be
-  //    evaluated during runtime.  Other conjunctions evaluates to false
-  //    during compile time.
-  //  When AlgoVer==2, the third conjunction has only the second part to be
-  //    evaluated during runtime.  Other conjunctions evaluates to false
-  //    during compile time.
-  auto CondAlgo0 = Bld.CreateICmpEQ(AlgoVerArgVal, Bld.getInt16(0));
-
-  auto CondAlgo1 =
-      Bld.CreateAnd(Bld.CreateICmpEQ(AlgoVerArgVal, Bld.getInt16(1)),
-                    Bld.CreateICmpULT(LaneIDArgVal, RemoteLaneOffsetArgVal));
-
-  auto CondAlgo2 = Bld.CreateAnd(
-      Bld.CreateICmpEQ(AlgoVerArgVal, Bld.getInt16(2)),
-      Bld.CreateICmpEQ(Bld.CreateAnd(LaneIDArgVal, Bld.getInt16(1)),
-                       Bld.getInt16(0)));
-  CondAlgo2 = Bld.CreateAnd(
-      CondAlgo2, Bld.CreateICmpSGT(RemoteLaneOffsetArgVal, Bld.getInt16(0)));
-
-  auto CondReduce = Bld.CreateOr(CondAlgo0, CondAlgo1);
-  CondReduce = Bld.CreateOr(CondReduce, CondAlgo2);
-
-  llvm::BasicBlock *ThenBB = CGF.createBasicBlock("then");
-  llvm::BasicBlock *ElseBB = CGF.createBasicBlock("else");
-  llvm::BasicBlock *MergeBB = CGF.createBasicBlock("ifcont");
-  Bld.CreateCondBr(CondReduce, ThenBB, ElseBB);
-
-  CGF.EmitBlock(ThenBB);
-  // reduce_function(LocalReduceList, RemoteReduceList)
-  llvm::Value *LocalReduceListPtr = Bld.CreatePointerBitCastOrAddrSpaceCast(
-      LocalReduceList.getPointer(), CGF.VoidPtrTy);
-  llvm::Value *RemoteReduceListPtr = Bld.CreatePointerBitCastOrAddrSpaceCast(
-      RemoteReduceList.getPointer(), CGF.VoidPtrTy);
-  CGF.EmitCallOrInvoke(ReduceFn, {LocalReduceListPtr, RemoteReduceListPtr});
-  Bld.CreateBr(MergeBB);
-
-  CGF.EmitBlock(ElseBB);
-  Bld.CreateBr(MergeBB);
-
-  CGF.EmitBlock(MergeBB);
-
-  // if (AlgoVer==1 && (LaneId >= Offset)) copy Remote Reduce list to local
-  // Reduce list.
-  auto CondCopy =
-      Bld.CreateAnd(Bld.CreateICmpEQ(AlgoVerArgVal, Bld.getInt16(1)),
-                    Bld.CreateICmpUGE(LaneIDArgVal, RemoteLaneOffsetArgVal));
-
-  llvm::BasicBlock *CpyThenBB = CGF.createBasicBlock("then");
-  llvm::BasicBlock *CpyElseBB = CGF.createBasicBlock("else");
-  llvm::BasicBlock *CpyMergeBB = CGF.createBasicBlock("ifcont");
-  Bld.CreateCondBr(CondCopy, CpyThenBB, CpyElseBB);
-
-  CGF.EmitBlock(CpyThenBB);
-  emitReductionListCopy(ThreadCopy, CGF, ReductionArrayTy, Privates,
-                        RemoteReduceList, LocalReduceList);
-  Bld.CreateBr(CpyMergeBB);
-
-  CGF.EmitBlock(CpyElseBB);
-  Bld.CreateBr(CpyMergeBB);
-
-  CGF.EmitBlock(CpyMergeBB);
-
-  CGF.FinishFunction();
-  return Fn;
-}
-
-///
-/// Design of OpenMP reductions on the GPU
-///
-/// Consider a typical OpenMP program with one or more reduction
-/// clauses:
-///
-/// float foo;
-/// double bar;
-/// #pragma omp target teams distribute parallel for \
-///             reduction(+:foo) reduction(*:bar)
-/// for (int i = 0; i < N; i++) {
-///   foo += A[i]; bar *= B[i];
-/// }
-///
-/// where 'foo' and 'bar' are reduced across all OpenMP threads in
-/// all teams.  In our OpenMP implementation on the NVPTX device an
-/// OpenMP team is mapped to a CUDA threadblock and OpenMP threads
-/// within a team are mapped to CUDA threads within a threadblock.
-/// Our goal is to efficiently aggregate values across all OpenMP
-/// threads such that:
-///
-///   - the compiler and runtime are logically concise, and
-///   - the reduction is performed efficiently in a hierarchical
-///     manner as follows: within OpenMP threads in the same warp,
-///     across warps in a threadblock, and finally across teams on
-///     the NVPTX device.
-///
-/// Introduction to Decoupling
-///
-/// We would like to decouple the compiler and the runtime so that the
-/// latter is ignorant of the reduction variables (number, data types)
-/// and the reduction operators.  This allows a simpler interface
-/// and implementation while still attaining good performance.
-///
-/// Pseudocode for the aforementioned OpenMP program generated by the
-/// compiler is as follows:
-///
-/// 1. Create private copies of reduction variables on each OpenMP
-///    thread: 'foo_private', 'bar_private'
-/// 2. Each OpenMP thread reduces the chunk of 'A' and 'B' assigned
-///    to it and writes the result in 'foo_private' and 'bar_private'
-///    respectively.
-/// 3. Call the OpenMP runtime on the GPU to reduce within a team
-///    and store the result on the team master:
-///
-///     __kmpc_nvptx_parallel_reduce_nowait(...,
-///        reduceData, shuffleReduceFn, interWarpCpyFn)
-///
-///     where:
-///       struct ReduceData {
-///         double *foo;
-///         double *bar;
-///       } reduceData
-///       reduceData.foo = &foo_private
-///       reduceData.bar = &bar_private
-///
-///     'shuffleReduceFn' and 'interWarpCpyFn' are pointers to two
-///     auxiliary functions generated by the compiler that operate on
-///     variables of type 'ReduceData'.  They aid the runtime perform
-///     algorithmic steps in a data agnostic manner.
-///
-///     'shuffleReduceFn' is a pointer to a function that reduces data
-///     of type 'ReduceData' across two OpenMP threads (lanes) in the
-///     same warp.  It takes the following arguments as input:
-///
-///     a. variable of type 'ReduceData' on the calling lane,
-///     b. its lane_id,
-///     c. an offset relative to the current lane_id to generate a
-///        remote_lane_id.  The remote lane contains the second
-///        variable of type 'ReduceData' that is to be reduced.
-///     d. an algorithm version parameter determining which reduction
-///        algorithm to use.
-///
-///     'shuffleReduceFn' retrieves data from the remote lane using
-///     efficient GPU shuffle intrinsics and reduces, using the
-///     algorithm specified by the 4th parameter, the two operands
-///     element-wise.  The result is written to the first operand.
-///
-///     Different reduction algorithms are implemented in different
-///     runtime functions, all calling 'shuffleReduceFn' to perform
-///     the essential reduction step.  Therefore, based on the 4th
-///     parameter, this function behaves slightly differently to
-///     cooperate with the runtime to ensure correctness under
-///     different circumstances.
-///
-///     'InterWarpCpyFn' is a pointer to a function that transfers
-///     reduced variables across warps.  It tunnels, through CUDA
-///     shared memory, the thread-private data of type 'ReduceData'
-///     from lane 0 of each warp to a lane in the first warp.
-/// 5. if ret == 1:
-///     The team master of the last team stores the reduced
-///     result to the globals in memory.
-///     foo += reduceData.foo; bar *= reduceData.bar
-///
-///
-/// Warp Reduction Algorithms
-///
-/// On the warp level, we have three algorithms implemented in the
-/// OpenMP runtime depending on the number of active lanes:
-///
-/// Full Warp Reduction
-///
-/// The reduce algorithm within a warp where all lanes are active
-/// is implemented in the runtime as follows:
-///
-/// full_warp_reduce(void *reduce_data,
-///                  kmp_ShuffleReductFctPtr ShuffleReduceFn) {
-///   for (int offset = WARPSIZE/2; offset > 0; offset /= 2)
-///     ShuffleReduceFn(reduce_data, 0, offset, 0);
-/// }
-///
-/// The algorithm completes in log(2, WARPSIZE) steps.
-///
-/// 'ShuffleReduceFn' is used here with lane_id set to 0 because it is
-/// not used therefore we save instructions by not retrieving lane_id
-/// from the corresponding special registers.  The 4th parameter, which
-/// represents the version of the algorithm being used, is set to 0 to
-/// signify full warp reduction.
-///
-/// In this version, 'ShuffleReduceFn' behaves, per element, as follows:
-///
-/// #reduce_elem refers to an element in the local lane's data structure
-/// #remote_elem is retrieved from a remote lane
-/// remote_elem = shuffle_down(reduce_elem, offset, WARPSIZE);
-/// reduce_elem = reduce_elem REDUCE_OP remote_elem;
-///
-/// Contiguous Partial Warp Reduction
-///
-/// This reduce algorithm is used within a warp where only the first
-/// 'n' (n <= WARPSIZE) lanes are active.  It is typically used when the
-/// number of OpenMP threads in a parallel region is not a multiple of
-/// WARPSIZE.  The algorithm is implemented in the runtime as follows:
-///
-/// void
-/// contiguous_partial_reduce(void *reduce_data,
-///                           kmp_ShuffleReductFctPtr ShuffleReduceFn,
-///                           int size, int lane_id) {
-///   int curr_size;
-///   int offset;
-///   curr_size = size;
-///   mask = curr_size/2;
-///   while (offset>0) {
-///     ShuffleReduceFn(reduce_data, lane_id, offset, 1);
-///     curr_size = (curr_size+1)/2;
-///     offset = curr_size/2;
-///   }
-/// }
-///
-/// In this version, 'ShuffleReduceFn' behaves, per element, as follows:
-///
-/// remote_elem = shuffle_down(reduce_elem, offset, WARPSIZE);
-/// if (lane_id < offset)
-///     reduce_elem = reduce_elem REDUCE_OP remote_elem
-/// else
-///     reduce_elem = remote_elem
-///
-/// This algorithm assumes that the data to be reduced are located in a
-/// contiguous subset of lanes starting from the first.  When there is
-/// an odd number of active lanes, the data in the last lane is not
-/// aggregated with any other lane's dat but is instead copied over.
-///
-/// Dispersed Partial Warp Reduction
-///
-/// This algorithm is used within a warp when any discontiguous subset of
-/// lanes are active.  It is used to implement the reduction operation
-/// across lanes in an OpenMP simd region or in a nested parallel region.
-///
-/// void
-/// dispersed_partial_reduce(void *reduce_data,
-///                          kmp_ShuffleReductFctPtr ShuffleReduceFn) {
-///   int size, remote_id;
-///   int logical_lane_id = number_of_active_lanes_before_me() * 2;
-///   do {
-///       remote_id = next_active_lane_id_right_after_me();
-///       # the above function returns 0 of no active lane
-///       # is present right after the current lane.
-///       size = number_of_active_lanes_in_this_warp();
-///       logical_lane_id /= 2;
-///       ShuffleReduceFn(reduce_data, logical_lane_id,
-///                       remote_id-1-threadIdx.x, 2);
-///   } while (logical_lane_id % 2 == 0 && size > 1);
-/// }
-///
-/// There is no assumption made about the initial state of the reduction.
-/// Any number of lanes (>=1) could be active at any position.  The reduction
-/// result is returned in the first active lane.
-///
-/// In this version, 'ShuffleReduceFn' behaves, per element, as follows:
-///
-/// remote_elem = shuffle_down(reduce_elem, offset, WARPSIZE);
-/// if (lane_id % 2 == 0 && offset > 0)
-///     reduce_elem = reduce_elem REDUCE_OP remote_elem
-/// else
-///     reduce_elem = remote_elem
-///
-///
-/// Intra-Team Reduction
-///
-/// This function, as implemented in the runtime call
-/// '__kmpc_nvptx_parallel_reduce_nowait', aggregates data across OpenMP
-/// threads in a team.  It first reduces within a warp using the
-/// aforementioned algorithms.  We then proceed to gather all such
-/// reduced values at the first warp.
-///
-/// The runtime makes use of the function 'InterWarpCpyFn', which copies
-/// data from each of the "warp master" (zeroth lane of each warp, where
-/// warp-reduced data is held) to the zeroth warp.  This step reduces (in
-/// a mathematical sense) the problem of reduction across warp masters in
-/// a block to the problem of warp reduction.
-///
-void CGOpenMPRuntimeNVPTX::emitReduction(
-    CodeGenFunction &CGF, SourceLocation Loc, ArrayRef<const Expr *> Privates,
-    ArrayRef<const Expr *> LHSExprs, ArrayRef<const Expr *> RHSExprs,
-    ArrayRef<const Expr *> ReductionOps, ReductionOptionsTy Options) {
-  if (!CGF.HaveInsertPoint())
-    return;
-
-  bool ParallelReduction = isOpenMPParallelDirective(Options.ReductionKind);
-  assert(ParallelReduction && "Invalid reduction selection in emitReduction.");
-
-  auto &C = CGM.getContext();
-
-  // 1. Build a list of reduction variables.
-  // void *RedList[<n>] = {<ReductionVars>[0], ..., <ReductionVars>[<n>-1]};
-  auto Size = RHSExprs.size();
-  for (auto *E : Privates) {
-    if (E->getType()->isVariablyModifiedType())
-      // Reserve place for array size.
-      ++Size;
-  }
-  llvm::APInt ArraySize(/*unsigned int numBits=*/32, Size);
-  QualType ReductionArrayTy =
-      C.getConstantArrayType(C.VoidPtrTy, ArraySize, ArrayType::Normal,
-                             /*IndexTypeQuals=*/0);
-  Address ReductionList =
-      CGF.CreateMemTemp(ReductionArrayTy, ".omp.reduction.red_list");
-  auto IPriv = Privates.begin();
-  unsigned Idx = 0;
-  for (unsigned I = 0, E = RHSExprs.size(); I < E; ++I, ++IPriv, ++Idx) {
-    Address Elem = CGF.Builder.CreateConstArrayGEP(ReductionList, Idx,
-                                                   CGF.getPointerSize());
-    CGF.Builder.CreateStore(
-        CGF.Builder.CreatePointerBitCastOrAddrSpaceCast(
-            CGF.EmitLValue(RHSExprs[I]).getPointer(), CGF.VoidPtrTy),
-        Elem);
-    if ((*IPriv)->getType()->isVariablyModifiedType()) {
-      // Store array size.
-      ++Idx;
-      Elem = CGF.Builder.CreateConstArrayGEP(ReductionList, Idx,
-                                             CGF.getPointerSize());
-      llvm::Value *Size = CGF.Builder.CreateIntCast(
-          CGF.getVLASize(
-                 CGF.getContext().getAsVariableArrayType((*IPriv)->getType()))
-              .first,
-          CGF.SizeTy, /*isSigned=*/false);
-      CGF.Builder.CreateStore(CGF.Builder.CreateIntToPtr(Size, CGF.VoidPtrTy),
-                              Elem);
-    }
-  }
-
-  // 2. Emit reduce_func().
-  auto *ReductionFn = emitReductionFunction(
-      CGM, CGF.ConvertTypeForMem(ReductionArrayTy)->getPointerTo(), Privates,
-      LHSExprs, RHSExprs, ReductionOps);
-
-  // 4. Build res = __kmpc_reduce{_nowait}(<gtid>, <n>, sizeof(RedList),
-  // RedList, shuffle_reduce_func, interwarp_copy_func);
-  auto *ThreadId = getThreadID(CGF, Loc);
-  auto *ReductionArrayTySize = CGF.getTypeSize(ReductionArrayTy);
-  auto *RL = CGF.Builder.CreatePointerBitCastOrAddrSpaceCast(
-      ReductionList.getPointer(), CGF.VoidPtrTy);
-
-  auto *ShuffleAndReduceFn = emitShuffleAndReduceFunction(
-      CGM, Privates, ReductionArrayTy, ReductionFn);
-  auto *InterWarpCopyFn =
-      emitInterWarpCopyFunction(CGM, Privates, ReductionArrayTy);
-
-  llvm::Value *Res = nullptr;
-  if (ParallelReduction) {
-    llvm::Value *Args[] = {ThreadId,
-                           CGF.Builder.getInt32(RHSExprs.size()),
-                           ReductionArrayTySize,
-                           RL,
-                           ShuffleAndReduceFn,
-                           InterWarpCopyFn};
-
-    Res = CGF.EmitRuntimeCall(
-        createNVPTXRuntimeFunction(OMPRTL_NVPTX__kmpc_parallel_reduce_nowait),
-        Args);
-  }
-
-  // 5. Build switch(res)
-  auto *DefaultBB = CGF.createBasicBlock(".omp.reduction.default");
-  auto *SwInst = CGF.Builder.CreateSwitch(Res, DefaultBB, /*NumCases=*/1);
-
-  // 6. Build case 1: where we have reduced values in the master
-  //    thread in each team.
-  //    __kmpc_end_reduce{_nowait}(<gtid>);
-  //    break;
-  auto *Case1BB = CGF.createBasicBlock(".omp.reduction.case1");
-  SwInst->addCase(CGF.Builder.getInt32(1), Case1BB);
-  CGF.EmitBlock(Case1BB);
-
-  // Add emission of __kmpc_end_reduce{_nowait}(<gtid>);
-  llvm::Value *EndArgs[] = {ThreadId};
-  auto &&CodeGen = [&Privates, &LHSExprs, &RHSExprs, &ReductionOps,
-                    this](CodeGenFunction &CGF, PrePostActionTy &Action) {
-    auto IPriv = Privates.begin();
-    auto ILHS = LHSExprs.begin();
-    auto IRHS = RHSExprs.begin();
-    for (auto *E : ReductionOps) {
-      emitSingleReductionCombiner(CGF, E, *IPriv, cast<DeclRefExpr>(*ILHS),
-                                  cast<DeclRefExpr>(*IRHS));
-      ++IPriv;
-      ++ILHS;
-      ++IRHS;
-    }
-  };
-  RegionCodeGenTy RCG(CodeGen);
-  NVPTXActionTy Action(
-      nullptr, llvm::None,
-      createNVPTXRuntimeFunction(OMPRTL_NVPTX__kmpc_end_reduce_nowait),
-      EndArgs);
-  RCG.setAction(Action);
-  RCG(CGF);
-  CGF.EmitBranch(DefaultBB);
-  CGF.EmitBlock(DefaultBB, /*IsFinished=*/true);
-}

Modified: cfe/trunk/lib/CodeGen/CGOpenMPRuntimeNVPTX.h
URL: http://llvm.org/viewvc/llvm-project/cfe/trunk/lib/CodeGen/CGOpenMPRuntimeNVPTX.h?rev=295323&r1=295322&r2=295323&view=diff
==============================================================================
--- cfe/trunk/lib/CodeGen/CGOpenMPRuntimeNVPTX.h (original)
+++ cfe/trunk/lib/CodeGen/CGOpenMPRuntimeNVPTX.h Thu Feb 16 08:25:35 2017
@@ -67,6 +67,12 @@ private:
   /// \brief Signal termination of Spmd mode execution.
   void emitSpmdEntryFooter(CodeGenFunction &CGF, EntryFunctionState &EST);
 
+  /// \brief Returns specified OpenMP runtime function for the current OpenMP
+  /// implementation.  Specialized for the NVPTX device.
+  /// \param Function OpenMP runtime function.
+  /// \return Specified function.
+  llvm::Constant *createNVPTXRuntimeFunction(unsigned Function);
+
   //
   // Base class overrides.
   //
@@ -242,32 +248,7 @@ public:
                         ArrayRef<llvm::Value *> CapturedVars,
                         const Expr *IfCond) override;
 
-  /// Emit a code for reduction clause.
-  ///
-  /// \param Privates List of private copies for original reduction arguments.
-  /// \param LHSExprs List of LHS in \a ReductionOps reduction operations.
-  /// \param RHSExprs List of RHS in \a ReductionOps reduction operations.
-  /// \param ReductionOps List of reduction operations in form 'LHS binop RHS'
-  /// or 'operator binop(LHS, RHS)'.
-  /// \param Options List of options for reduction codegen:
-  ///     WithNowait true if parent directive has also nowait clause, false
-  ///     otherwise.
-  ///     SimpleReduction Emit reduction operation only. Used for omp simd
-  ///     directive on the host.
-  ///     ReductionKind The kind of reduction to perform.
-  virtual void emitReduction(CodeGenFunction &CGF, SourceLocation Loc,
-                             ArrayRef<const Expr *> Privates,
-                             ArrayRef<const Expr *> LHSExprs,
-                             ArrayRef<const Expr *> RHSExprs,
-                             ArrayRef<const Expr *> ReductionOps,
-                             ReductionOptionsTy Options) override;
-
-  /// Returns specified OpenMP runtime function for the current OpenMP
-  /// implementation.  Specialized for the NVPTX device.
-  /// \param Function OpenMP runtime function.
-  /// \return Specified function.
-  llvm::Constant *createNVPTXRuntimeFunction(unsigned Function);
-
+public:
   /// Target codegen is specialized based on two programming models: the
   /// 'generic' fork-join model of OpenMP, and a more GPU efficient 'spmd'
   /// model for constructs like 'target parallel' that support it.

Modified: cfe/trunk/lib/CodeGen/CGStmtOpenMP.cpp
URL: http://llvm.org/viewvc/llvm-project/cfe/trunk/lib/CodeGen/CGStmtOpenMP.cpp?rev=295323&r1=295322&r2=295323&view=diff
==============================================================================
--- cfe/trunk/lib/CodeGen/CGStmtOpenMP.cpp (original)
+++ cfe/trunk/lib/CodeGen/CGStmtOpenMP.cpp Thu Feb 16 08:25:35 2017
@@ -1190,7 +1190,7 @@ void CodeGenFunction::EmitOMPReductionCl
 }
 
 void CodeGenFunction::EmitOMPReductionClauseFinal(
-    const OMPExecutableDirective &D, const OpenMPDirectiveKind ReductionKind) {
+    const OMPExecutableDirective &D) {
   if (!HaveInsertPoint())
     return;
   llvm::SmallVector<const Expr *, 8> Privates;
@@ -1206,15 +1206,14 @@ void CodeGenFunction::EmitOMPReductionCl
     ReductionOps.append(C->reduction_ops().begin(), C->reduction_ops().end());
   }
   if (HasAtLeastOneReduction) {
-    bool WithNowait = D.getSingleClause<OMPNowaitClause>() ||
-                      isOpenMPParallelDirective(D.getDirectiveKind()) ||
-                      D.getDirectiveKind() == OMPD_simd;
-    bool SimpleReduction = D.getDirectiveKind() == OMPD_simd;
     // Emit nowait reduction if nowait clause is present or directive is a
     // parallel directive (it always has implicit barrier).
     CGM.getOpenMPRuntime().emitReduction(
         *this, D.getLocEnd(), Privates, LHSExprs, RHSExprs, ReductionOps,
-        {WithNowait, SimpleReduction, ReductionKind});
+        D.getSingleClause<OMPNowaitClause>() ||
+            isOpenMPParallelDirective(D.getDirectiveKind()) ||
+            D.getDirectiveKind() == OMPD_simd,
+        D.getDirectiveKind() == OMPD_simd);
   }
 }
 
@@ -1296,7 +1295,7 @@ void CodeGenFunction::EmitOMPParallelDir
     CGF.EmitOMPReductionClauseInit(S, PrivateScope);
     (void)PrivateScope.Privatize();
     CGF.EmitStmt(cast<CapturedStmt>(S.getAssociatedStmt())->getCapturedStmt());
-    CGF.EmitOMPReductionClauseFinal(S, /*ReductionKind=*/OMPD_parallel);
+    CGF.EmitOMPReductionClauseFinal(S);
   };
   emitCommonOMPParallelDirective(*this, S, OMPD_parallel, CodeGen);
   emitPostUpdateForReductionClause(
@@ -1709,7 +1708,7 @@ void CodeGenFunction::EmitOMPSimdDirecti
       // Emit final copy of the lastprivate variables at the end of loops.
       if (HasLastprivateClause)
         CGF.EmitOMPLastprivateClauseFinal(S, /*NoFinals=*/true);
-      CGF.EmitOMPReductionClauseFinal(S, /*ReductionKind=*/OMPD_simd);
+      CGF.EmitOMPReductionClauseFinal(S);
       emitPostUpdateForReductionClause(
           CGF, S, [](CodeGenFunction &) -> llvm::Value * { return nullptr; });
     }
@@ -2245,10 +2244,7 @@ bool CodeGenFunction::EmitOMPWorksharing
                                CGF.EmitLoadOfScalar(IL, S.getLocStart()));
                          });
       }
-      EmitOMPReductionClauseFinal(
-          S, /*ReductionKind=*/isOpenMPSimdDirective(S.getDirectiveKind())
-                 ? /*Parallel and Simd*/ OMPD_parallel_for_simd
-                 : /*Parallel only*/ OMPD_parallel);
+      EmitOMPReductionClauseFinal(S);
       // Emit post-update of the reduction variables if IsLastIter != 0.
       emitPostUpdateForReductionClause(
           *this, S, [&](CodeGenFunction &CGF) -> llvm::Value * {
@@ -2423,7 +2419,7 @@ void CodeGenFunction::EmitSections(const
       CGF.CGM.getOpenMPRuntime().emitForStaticFinish(CGF, S.getLocEnd());
     };
     CGF.OMPCancelStack.emitExit(CGF, S.getDirectiveKind(), CodeGen);
-    CGF.EmitOMPReductionClauseFinal(S, /*ReductionKind=*/OMPD_parallel);
+    CGF.EmitOMPReductionClauseFinal(S);
     // Emit post-update of the reduction variables if IsLastIter != 0.
     emitPostUpdateForReductionClause(
         CGF, S, [&](CodeGenFunction &CGF) -> llvm::Value * {
@@ -3821,19 +3817,11 @@ static void emitTargetParallelRegion(Cod
   // Get the captured statement associated with the 'parallel' region.
   auto *CS = S.getCapturedStmt(OMPD_parallel);
   Action.Enter(CGF);
-  auto &&CodeGen = [&S, CS](CodeGenFunction &CGF, PrePostActionTy &) {
-    CodeGenFunction::OMPPrivateScope PrivateScope(CGF);
-    (void)CGF.EmitOMPFirstprivateClause(S, PrivateScope);
-    CGF.EmitOMPPrivateClause(S, PrivateScope);
-    CGF.EmitOMPReductionClauseInit(S, PrivateScope);
-    (void)PrivateScope.Privatize();
+  auto &&CodeGen = [CS](CodeGenFunction &CGF, PrePostActionTy &) {
     // TODO: Add support for clauses.
     CGF.EmitStmt(CS->getCapturedStmt());
-    CGF.EmitOMPReductionClauseFinal(S, /*ReductionKind=*/OMPD_parallel);
   };
   emitCommonOMPParallelDirective(CGF, S, OMPD_parallel, CodeGen);
-  emitPostUpdateForReductionClause(
-      CGF, S, [](CodeGenFunction &) -> llvm::Value * { return nullptr; });
 }
 
 void CodeGenFunction::EmitOMPTargetParallelDeviceFunction(

Modified: cfe/trunk/lib/CodeGen/CodeGenFunction.h
URL: http://llvm.org/viewvc/llvm-project/cfe/trunk/lib/CodeGen/CodeGenFunction.h?rev=295323&r1=295322&r2=295323&view=diff
==============================================================================
--- cfe/trunk/lib/CodeGen/CodeGenFunction.h (original)
+++ cfe/trunk/lib/CodeGen/CodeGenFunction.h Thu Feb 16 08:25:35 2017
@@ -2638,9 +2638,7 @@ public:
   /// the end of the directive.
   ///
   /// \param D Directive that has at least one 'reduction' directives.
-  /// \param ReductionKind The kind of reduction to perform.
-  void EmitOMPReductionClauseFinal(const OMPExecutableDirective &D,
-                                   const OpenMPDirectiveKind ReductionKind);
+  void EmitOMPReductionClauseFinal(const OMPExecutableDirective &D);
   /// \brief Emit initial code for linear variables. Creates private copies
   /// and initializes them with the values according to OpenMP standard.
   ///

Removed: cfe/trunk/test/OpenMP/nvptx_target_parallel_reduction_codegen.cpp
URL: http://llvm.org/viewvc/llvm-project/cfe/trunk/test/OpenMP/nvptx_target_parallel_reduction_codegen.cpp?rev=295322&view=auto
==============================================================================
--- cfe/trunk/test/OpenMP/nvptx_target_parallel_reduction_codegen.cpp (original)
+++ cfe/trunk/test/OpenMP/nvptx_target_parallel_reduction_codegen.cpp (removed)
@@ -1,830 +0,0 @@
-// Test target codegen - host bc file has to be created first.
-// RUN: %clang_cc1 -verify -fopenmp -x c++ -triple powerpc64le-unknown-unknown -fopenmp-targets=nvptx64-nvidia-cuda -emit-llvm-bc %s -o %t-ppc-host.bc
-// RUN: %clang_cc1 -verify -fopenmp -x c++ -triple nvptx64-unknown-unknown -fopenmp-targets=nvptx64-nvidia-cuda -emit-llvm %s -fopenmp-is-device -fopenmp-host-ir-file-path %t-ppc-host.bc -o - | FileCheck %s --check-prefix CHECK --check-prefix CHECK-64
-// RUN: %clang_cc1 -verify -fopenmp -x c++ -triple i386-unknown-unknown -fopenmp-targets=nvptx-nvidia-cuda -emit-llvm-bc %s -o %t-x86-host.bc
-// RUN: %clang_cc1 -verify -fopenmp -x c++ -triple nvptx-unknown-unknown -fopenmp-targets=nvptx-nvidia-cuda -emit-llvm %s -fopenmp-is-device -fopenmp-host-ir-file-path %t-x86-host.bc -o - | FileCheck %s --check-prefix CHECK --check-prefix CHECK-32
-// RUN: %clang_cc1 -verify -fopenmp -fexceptions -fcxx-exceptions -x c++ -triple nvptx-unknown-unknown -fopenmp-targets=nvptx-nvidia-cuda -emit-llvm %s -fopenmp-is-device -fopenmp-host-ir-file-path %t-x86-host.bc -o - | FileCheck %s --check-prefix CHECK --check-prefix CHECK-32
-// expected-no-diagnostics
-#ifndef HEADER
-#define HEADER
-
-// Check for the data transfer medium in shared memory to transfer the reduction list to the first warp.
-// CHECK-DAG: [[TRANSFER_STORAGE:@.+]] = common addrspace([[SHARED_ADDRSPACE:[0-9]+]]) global [32 x i64]
-
-// Check that the execution mode of all 3 target regions is set to Spmd Mode.
-// CHECK-DAG: {{@__omp_offloading_.+l27}}_exec_mode = weak constant i8 0
-// CHECK-DAG: {{@__omp_offloading_.+l32}}_exec_mode = weak constant i8 0
-// CHECK-DAG: {{@__omp_offloading_.+l38}}_exec_mode = weak constant i8 0
-
-template<typename tx>
-tx ftemplate(int n) {
-  int a;
-  short b;
-  tx c;
-  float d;
-  double e;
-
-  #pragma omp target parallel reduction(+: e) map(tofrom: e)
-  {
-    e += 5;
-  }
-
-  #pragma omp target parallel reduction(^: c) reduction(*: d) map(tofrom: c,d)
-  {
-    c ^= 2;
-    d *= 33;
-  }
-
-  #pragma omp target parallel reduction(|: a) reduction(max: b) map(tofrom: a,b)
-  {
-    a |= 1;
-    b = 99 > b ? 99 : b;
-  }
-
-  return a+b+c+d+e;
-}
-
-int bar(int n){
-  int a = 0;
-
-  a += ftemplate<char>(n);
-
-  return a;
-}
-
-  // CHECK: define {{.*}}void {{@__omp_offloading_.+template.+l27}}(
-  //
-  // CHECK: call void @__kmpc_spmd_kernel_init(
-  // CHECK: br label {{%?}}[[EXECUTE:.+]]
-  //
-  // CHECK: [[EXECUTE]]
-  // CHECK: {{call|invoke}} void [[PFN:@.+]](i32*
-  // CHECK: call void @__kmpc_spmd_kernel_deinit()
-  //
-  //
-  // define internal void [[PFN]](
-  // CHECK: store double {{[0\.e\+]+}}, double* [[E:%.+]], align
-  // CHECK: [[EV:%.+]] = load double, double* [[E]], align
-  // CHECK: [[ADD:%.+]] = fadd double [[EV]], 5
-  // CHECK: store double [[ADD]], double* [[E]], align
-  // CHECK: [[PTR1:%.+]] = getelementptr inbounds [[RLT:.+]], [1 x i8*]* [[RL:%.+]], i{{32|64}} 0, i{{32|64}} 0
-  // CHECK: [[E_CAST:%.+]] = bitcast double* [[E]] to i8*
-  // CHECK: store i8* [[E_CAST]], i8** [[PTR1]], align
-  // CHECK: [[ARG_RL:%.+]] = bitcast [[RLT]]* [[RL]] to i8*
-  // CHECK: [[RET:%.+]] = call i32 @__kmpc_nvptx_parallel_reduce_nowait(i32 {{.+}}, i32 1, i{{32|64}} {{4|8}}, i8* [[ARG_RL]], void (i8*, i16, i16, i16)* [[SHUFFLE_REDUCE_FN:@.+]], void (i8*, i32)* [[WARP_COPY_FN:@.+]])
-  // CHECK: switch i32 [[RET]], label {{%?}}[[DEFAULTLABEL:.+]] [
-  // CHECK: i32 1, label {{%?}}[[REDLABEL:.+]]
-
-  // CHECK: [[REDLABEL]]
-  // CHECK: [[E_INV:%.+]] = load double, double* [[E_IN:%.+]], align
-  // CHECK: [[EV:%.+]] = load double, double* [[E]], align
-  // CHECK: [[ADD:%.+]] = fadd double [[E_INV]], [[EV]]
-  // CHECK: store double [[ADD]], double* [[E_IN]], align
-  // CHECK: call void @__kmpc_nvptx_end_reduce_nowait(
-  // CHECK: br label %[[DEFAULTLABEL]]
-  //
-  // CHECK: [[DEFAULTLABEL]]
-  // CHECK: ret
-
-  //
-  // Reduction function
-  // CHECK: define internal void [[REDUCTION_FUNC:@.+]](i8*, i8*)
-  // CHECK: [[VAR_RHS_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RED_LIST_RHS:%.+]], i{{32|64}} 0, i{{32|64}} 0
-  // CHECK: [[VAR_RHS_VOID:%.+]] = load i8*, i8** [[VAR_RHS_REF]],
-  // CHECK: [[VAR_RHS:%.+]] = bitcast i8* [[VAR_RHS_VOID]] to double*
-  //
-  // CHECK: [[VAR_LHS_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RED_LIST_LHS:%.+]], i{{32|64}} 0, i{{32|64}} 0
-  // CHECK: [[VAR_LHS_VOID:%.+]] = load i8*, i8** [[VAR_LHS_REF]],
-  // CHECK: [[VAR_LHS:%.+]] = bitcast i8* [[VAR_LHS_VOID]] to double*
-  //
-  // CHECK: [[VAR_LHS_VAL:%.+]] = load double, double* [[VAR_LHS]],
-  // CHECK: [[VAR_RHS_VAL:%.+]] = load double, double* [[VAR_RHS]],
-  // CHECK: [[RES:%.+]] = fadd double [[VAR_LHS_VAL]], [[VAR_RHS_VAL]]
-  // CHECK: store double [[RES]], double* [[VAR_LHS]],
-  // CHECK: ret void
-
-  //
-  // Shuffle and reduce function
-  // CHECK: define internal void [[SHUFFLE_REDUCE_FN]](i8*, i16 {{.*}}, i16 {{.*}}, i16 {{.*}})
-  // CHECK: [[REMOTE_RED_LIST:%.+]] = alloca [[RLT]], align
-  // CHECK: [[REMOTE_ELT:%.+]] = alloca double
-  //
-  // CHECK: [[LANEID:%.+]] = load i16, i16* {{.+}}, align
-  // CHECK: [[LANEOFFSET:%.+]] = load i16, i16* {{.+}}, align
-  // CHECK: [[ALGVER:%.+]] = load i16, i16* {{.+}}, align
-  //
-  // CHECK: [[ELT_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RED_LIST:%.+]], i{{32|64}} 0, i{{32|64}} 0
-  // CHECK: [[ELT_VOID:%.+]] = load i8*, i8** [[ELT_REF]],
-  // CHECK: [[REMOTE_ELT_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[REMOTE_RED_LIST:%.+]], i{{32|64}} 0, i{{32|64}} 0
-  // CHECK: [[ELT:%.+]] = bitcast i8* [[ELT_VOID]] to double*
-  // CHECK: [[ELT_VAL:%.+]] = load double, double* [[ELT]], align
-  //
-  // CHECK: [[ELT_CAST:%.+]] = bitcast double [[ELT_VAL]] to i64
-  // CHECK: [[WS32:%.+]] = call i32 @llvm.nvvm.read.ptx.sreg.warpsize()
-  // CHECK: [[WS:%.+]] = trunc i32 [[WS32]] to i16
-  // CHECK: [[REMOTE_ELT_VAL64:%.+]] = call i64 @__kmpc_shuffle_int64(i64 [[ELT_CAST]], i16 [[LANEOFFSET]], i16 [[WS]])
-  // CHECK: [[REMOTE_ELT_VAL:%.+]] = bitcast i64 [[REMOTE_ELT_VAL64]] to double
-  //
-  // CHECK: store double [[REMOTE_ELT_VAL]], double* [[REMOTE_ELT]], align
-  // CHECK: [[REMOTE_ELT_VOID:%.+]] = bitcast double* [[REMOTE_ELT]] to i8*
-  // CHECK: store i8* [[REMOTE_ELT_VOID]], i8** [[REMOTE_ELT_REF]], align
-  //
-  // Condition to reduce
-  // CHECK: [[CONDALG0:%.+]] = icmp eq i16 [[ALGVER]], 0
-  //
-  // CHECK: [[COND1:%.+]] = icmp eq i16 [[ALGVER]], 1
-  // CHECK: [[COND2:%.+]] = icmp ult i16 [[LANEID]], [[LANEOFFSET]]
-  // CHECK: [[CONDALG1:%.+]] = and i1 [[COND1]], [[COND2]]
-  //
-  // CHECK: [[COND3:%.+]] = icmp eq i16 [[ALGVER]], 2
-  // CHECK: [[COND4:%.+]] = and i16 [[LANEID]], 1
-  // CHECK: [[COND5:%.+]] = icmp eq i16 [[COND4]], 0
-  // CHECK: [[COND6:%.+]] = and i1 [[COND3]], [[COND5]]
-  // CHECK: [[COND7:%.+]] = icmp sgt i16 [[LANEOFFSET]], 0
-  // CHECK: [[CONDALG2:%.+]] = and i1 [[COND6]], [[COND7]]
-  //
-  // CHECK: [[COND8:%.+]] = or i1 [[CONDALG0]], [[CONDALG1]]
-  // CHECK: [[SHOULD_REDUCE:%.+]] = or i1 [[COND8]], [[CONDALG2]]
-  // CHECK: br i1 [[SHOULD_REDUCE]], label {{%?}}[[DO_REDUCE:.+]], label {{%?}}[[REDUCE_ELSE:.+]]
-  //
-  // CHECK: [[DO_REDUCE]]
-  // CHECK: [[RED_LIST1_VOID:%.+]] = bitcast [[RLT]]* [[RED_LIST]] to i8*
-  // CHECK: [[RED_LIST2_VOID:%.+]] = bitcast [[RLT]]* [[REMOTE_RED_LIST]] to i8*
-  // CHECK: call void [[REDUCTION_FUNC]](i8* [[RED_LIST1_VOID]], i8* [[RED_LIST2_VOID]])
-  // CHECK: br label {{%?}}[[REDUCE_CONT:.+]]
-  //
-  // CHECK: [[REDUCE_ELSE]]
-  // CHECK: br label {{%?}}[[REDUCE_CONT]]
-  //
-  // CHECK: [[REDUCE_CONT]]
-  // Now check if we should just copy over the remote reduction list
-  // CHECK: [[COND1:%.+]] = icmp eq i16 [[ALGVER]], 1
-  // CHECK: [[COND2:%.+]] = icmp uge i16 [[LANEID]], [[LANEOFFSET]]
-  // CHECK: [[SHOULD_COPY:%.+]] = and i1 [[COND1]], [[COND2]]
-  // CHECK: br i1 [[SHOULD_COPY]], label {{%?}}[[DO_COPY:.+]], label {{%?}}[[COPY_ELSE:.+]]
-  //
-  // CHECK: [[DO_COPY]]
-  // CHECK: [[REMOTE_ELT_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[REMOTE_RED_LIST]], i{{32|64}} 0, i{{32|64}} 0
-  // CHECK: [[REMOTE_ELT_VOID:%.+]] = load i8*, i8** [[REMOTE_ELT_REF]],
-  // CHECK: [[ELT_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RED_LIST]], i{{32|64}} 0, i{{32|64}} 0
-  // CHECK: [[ELT_VOID:%.+]] = load i8*, i8** [[ELT_REF]],
-  // CHECK: [[ELT:%.+]] = bitcast i8* [[ELT_VOID]] to double*
-  // CHECK: [[REMOTE_ELT:%.+]] = bitcast i8* [[REMOTE_ELT_VOID]] to double*
-  // CHECK: [[REMOTE_ELT_VAL:%.+]] = load double, double* [[REMOTE_ELT]], align
-  // CHECK: store double [[REMOTE_ELT_VAL]], double* [[ELT]], align
-  // CHECK: br label {{%?}}[[COPY_CONT:.+]]
-  //
-  // CHECK: [[COPY_ELSE]]
-  // CHECK: br label {{%?}}[[COPY_CONT]]
-  //
-  // CHECK: [[COPY_CONT]]
-  // CHECK: void
-
-  //
-  // Inter warp copy function
-  // CHECK: define internal void [[WARP_COPY_FN]](i8*, i32)
-  // CHECK-DAG: [[LANEID:%.+]] = and i32 {{.+}}, 31
-  // CHECK-DAG: [[WARPID:%.+]] = ashr i32 {{.+}}, 5
-  // CHECK-DAG: [[RED_LIST:%.+]] = bitcast i8* {{.+}} to [[RLT]]*
-  // CHECK: [[IS_WARP_MASTER:%.+]] = icmp eq i32 [[LANEID]], 0
-  // CHECK: br i1 [[IS_WARP_MASTER]], label {{%?}}[[DO_COPY:.+]], label {{%?}}[[COPY_ELSE:.+]]
-  //
-  // [[DO_COPY]]
-  // CHECK: [[ELT_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RED_LIST]], i{{32|64}} 0, i{{32|64}} 0
-  // CHECK: [[ELT_VOID:%.+]] = load i8*, i8** [[ELT_REF]],
-  // CHECK: [[ELT:%.+]] = bitcast i8* [[ELT_VOID]] to double*
-  // CHECK: [[ELT_VAL:%.+]] = load double, double* [[ELT]], align
-  //
-  // CHECK: [[MEDIUM_ELT64:%.+]] = getelementptr inbounds [32 x i64], [32 x i64] addrspace([[SHARED_ADDRSPACE]])* [[TRANSFER_STORAGE]], i64 0, i32 [[WARPID]]
-  // CHECK: [[MEDIUM_ELT:%.+]] = bitcast i64 addrspace([[SHARED_ADDRSPACE]])* [[MEDIUM_ELT64]] to double addrspace([[SHARED_ADDRSPACE]])*
-  // CHECK: store double [[ELT_VAL]], double addrspace([[SHARED_ADDRSPACE]])* [[MEDIUM_ELT]], align
-  // CHECK: br label {{%?}}[[COPY_CONT:.+]]
-  //
-  // CHECK: [[COPY_ELSE]]
-  // CHECK: br label {{%?}}[[COPY_CONT]]
-  //
-  // Barrier after copy to shared memory storage medium.
-  // CHECK: [[COPY_CONT]]
-  // CHECK: [[WS:%.+]] = call i32 @llvm.nvvm.read.ptx.sreg.warpsize()
-  // CHECK: [[ACTIVE_THREADS:%.+]] = mul nsw i32 [[ACTIVE_WARPS:%.+]], [[WS]]
-  // CHECK: call void @llvm.nvvm.barrier(i32 1, i32 [[ACTIVE_THREADS]])
-  //
-  // Read into warp 0.
-  // CHECK: [[IS_W0_ACTIVE_THREAD:%.+]] = icmp ult i32 [[TID:%.+]], [[ACTIVE_WARPS]]
-  // CHECK: br i1 [[IS_W0_ACTIVE_THREAD]], label {{%?}}[[DO_READ:.+]], label {{%?}}[[READ_ELSE:.+]]
-  //
-  // CHECK: [[DO_READ]]
-  // CHECK: [[MEDIUM_ELT64:%.+]] = getelementptr inbounds [32 x i64], [32 x i64] addrspace([[SHARED_ADDRSPACE]])* [[TRANSFER_STORAGE]], i64 0, i32 [[TID]]
-  // CHECK: [[MEDIUM_ELT:%.+]] = bitcast i64 addrspace([[SHARED_ADDRSPACE]])* [[MEDIUM_ELT64]] to double addrspace([[SHARED_ADDRSPACE]])*
-  // CHECK: [[MEDIUM_ELT_VAL:%.+]] = load double, double addrspace([[SHARED_ADDRSPACE]])* [[MEDIUM_ELT]], align
-  // CHECK: [[ELT_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RED_LIST:%.+]], i{{32|64}} 0, i{{32|64}} 0
-  // CHECK: [[ELT_VOID:%.+]] = load i8*, i8** [[ELT_REF]],
-  // CHECK: [[ELT:%.+]] = bitcast i8* [[ELT_VOID]] to double*
-  // CHECK: store double [[MEDIUM_ELT_VAL]], double* [[ELT]], align
-  // CHECK: br label {{%?}}[[READ_CONT:.+]]
-  //
-  // CHECK: [[READ_ELSE]]
-  // CHECK: br label {{%?}}[[READ_CONT]]
-  //
-  // CHECK: [[READ_CONT]]
-  // CHECK: call void @llvm.nvvm.barrier(i32 1, i32 [[ACTIVE_THREADS]])
-  // CHECK: ret
-
-
-
-
-
-
-
-
-
-
-  // CHECK: define {{.*}}void {{@__omp_offloading_.+template.+l32}}(
-  //
-  // CHECK: call void @__kmpc_spmd_kernel_init(
-  // CHECK: br label {{%?}}[[EXECUTE:.+]]
-  //
-  // CHECK: [[EXECUTE]]
-  // CHECK: {{call|invoke}} void [[PFN1:@.+]](i32*
-  // CHECK: call void @__kmpc_spmd_kernel_deinit()
-  //
-  //
-  // define internal void [[PFN1]](
-  // CHECK: store float {{1\.[0e\+]+}}, float* [[D:%.+]], align
-  // CHECK: [[C_VAL:%.+]] = load i8, i8* [[C:%.+]], align
-  // CHECK: [[CONV:%.+]] = sext i8 [[C_VAL]] to i32
-  // CHECK: [[XOR:%.+]] = xor i32 [[CONV]], 2
-  // CHECK: [[TRUNC:%.+]] = trunc i32 [[XOR]] to i8
-  // CHECK: store i8 [[TRUNC]], i8* [[C]], align
-  // CHECK: [[DV:%.+]] = load float, float* [[D]], align
-  // CHECK: [[MUL:%.+]] = fmul float [[DV]], {{[0-9e\.\+]+}}
-  // CHECK: store float [[MUL]], float* [[D]], align
-  // CHECK: [[PTR1:%.+]] = getelementptr inbounds [[RLT:.+]], [2 x i8*]* [[RL:%.+]], i{{32|64}} 0, i{{32|64}} 0
-  // CHECK: store i8* [[C]], i8** [[PTR1]], align
-  // CHECK: [[PTR2:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RL]], i{{32|64}} 0, i{{32|64}} 1
-  // CHECK: [[D_CAST:%.+]] = bitcast float* [[D]] to i8*
-  // CHECK: store i8* [[D_CAST]], i8** [[PTR2]], align
-  // CHECK: [[ARG_RL:%.+]] = bitcast [[RLT]]* [[RL]] to i8*
-  // CHECK: [[RET:%.+]] = call i32 @__kmpc_nvptx_parallel_reduce_nowait(i32 {{.+}}, i32 2, i{{32|64}} {{8|16}}, i8* [[ARG_RL]], void (i8*, i16, i16, i16)* [[SHUFFLE_REDUCE_FN:@.+]], void (i8*, i32)* [[WARP_COPY_FN:@.+]])
-  // CHECK: switch i32 [[RET]], label {{%?}}[[DEFAULTLABEL:.+]] [
-  // CHECK: i32 1, label {{%?}}[[REDLABEL:.+]]
-
-  // CHECK: [[REDLABEL]]
-  // CHECK: [[C_INV8:%.+]] = load i8, i8* [[C_IN:%.+]], align
-  // CHECK: [[C_INV:%.+]] = sext i8 [[C_INV8]] to i32
-  // CHECK: [[CV8:%.+]] = load i8, i8* [[C]], align
-  // CHECK: [[CV:%.+]] = sext i8 [[CV8]] to i32
-  // CHECK: [[XOR:%.+]] = xor i32 [[C_INV]], [[CV]]
-  // CHECK: [[TRUNC:%.+]] = trunc i32 [[XOR]] to i8
-  // CHECK: store i8 [[TRUNC]], i8* [[C_IN]], align
-  // CHECK: [[D_INV:%.+]] = load float, float* [[D_IN:%.+]], align
-  // CHECK: [[DV:%.+]] = load float, float* [[D]], align
-  // CHECK: [[MUL:%.+]] = fmul float [[D_INV]], [[DV]]
-  // CHECK: store float [[MUL]], float* [[D_IN]], align
-  // CHECK: call void @__kmpc_nvptx_end_reduce_nowait(
-  // CHECK: br label %[[DEFAULTLABEL]]
-  //
-  // CHECK: [[DEFAULTLABEL]]
-  // CHECK: ret
-
-  //
-  // Reduction function
-  // CHECK: define internal void [[REDUCTION_FUNC:@.+]](i8*, i8*)
-  // CHECK: [[VAR1_RHS_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RED_LIST_RHS:%.+]], i{{32|64}} 0, i{{32|64}} 0
-  // CHECK: [[VAR1_RHS:%.+]] = load i8*, i8** [[VAR1_RHS_REF]],
-  //
-  // CHECK: [[VAR1_LHS_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RED_LIST_LHS:%.+]], i{{32|64}} 0, i{{32|64}} 0
-  // CHECK: [[VAR1_LHS:%.+]] = load i8*, i8** [[VAR1_LHS_REF]],
-  //
-  // CHECK: [[VAR2_RHS_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RED_LIST_RHS]], i{{32|64}} 0, i{{32|64}} 1
-  // CHECK: [[VAR2_RHS_VOID:%.+]] = load i8*, i8** [[VAR2_RHS_REF]],
-  // CHECK: [[VAR2_RHS:%.+]] = bitcast i8* [[VAR2_RHS_VOID]] to float*
-  //
-  // CHECK: [[VAR2_LHS_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RED_LIST_LHS]], i{{32|64}} 0, i{{32|64}} 1
-  // CHECK: [[VAR2_LHS_VOID:%.+]] = load i8*, i8** [[VAR2_LHS_REF]],
-  // CHECK: [[VAR2_LHS:%.+]] = bitcast i8* [[VAR2_LHS_VOID]] to float*
-  //
-  // CHECK: [[VAR1_LHS_VAL8:%.+]] = load i8, i8* [[VAR1_LHS]],
-  // CHECK: [[VAR1_LHS_VAL:%.+]] = sext i8 [[VAR1_LHS_VAL8]] to i32
-  // CHECK: [[VAR1_RHS_VAL8:%.+]] = load i8, i8* [[VAR1_RHS]],
-  // CHECK: [[VAR1_RHS_VAL:%.+]] = sext i8 [[VAR1_RHS_VAL8]] to i32
-  // CHECK: [[XOR:%.+]] = xor i32 [[VAR1_LHS_VAL]], [[VAR1_RHS_VAL]]
-  // CHECK: [[RES:%.+]] = trunc i32 [[XOR]] to i8
-  // CHECK: store i8 [[RES]], i8* [[VAR1_LHS]],
-  //
-  // CHECK: [[VAR2_LHS_VAL:%.+]] = load float, float* [[VAR2_LHS]],
-  // CHECK: [[VAR2_RHS_VAL:%.+]] = load float, float* [[VAR2_RHS]],
-  // CHECK: [[RES:%.+]] = fmul float [[VAR2_LHS_VAL]], [[VAR2_RHS_VAL]]
-  // CHECK: store float [[RES]], float* [[VAR2_LHS]],
-  // CHECK: ret void
-
-  //
-  // Shuffle and reduce function
-  // CHECK: define internal void [[SHUFFLE_REDUCE_FN]](i8*, i16 {{.*}}, i16 {{.*}}, i16 {{.*}})
-  // CHECK: [[REMOTE_RED_LIST:%.+]] = alloca [[RLT]], align
-  // CHECK: [[REMOTE_ELT1:%.+]] = alloca i8
-  // CHECK: [[REMOTE_ELT2:%.+]] = alloca float
-  //
-  // CHECK: [[LANEID:%.+]] = load i16, i16* {{.+}}, align
-  // CHECK: [[LANEOFFSET:%.+]] = load i16, i16* {{.+}}, align
-  // CHECK: [[ALGVER:%.+]] = load i16, i16* {{.+}}, align
-  //
-  // CHECK: [[ELT_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RED_LIST:%.+]], i{{32|64}} 0, i{{32|64}} 0
-  // CHECK: [[ELT_VOID:%.+]] = load i8*, i8** [[ELT_REF]],
-  // CHECK: [[REMOTE_ELT_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[REMOTE_RED_LIST:%.+]], i{{32|64}} 0, i{{32|64}} 0
-  // CHECK: [[ELT_VAL:%.+]] = load i8, i8* [[ELT_VOID]], align
-  //
-  // CHECK: [[ELT_CAST:%.+]] = sext i8 [[ELT_VAL]] to i32
-  // CHECK: [[WS32:%.+]] = call i32 @llvm.nvvm.read.ptx.sreg.warpsize()
-  // CHECK: [[WS:%.+]] = trunc i32 [[WS32]] to i16
-  // CHECK: [[REMOTE_ELT1_VAL32:%.+]] = call i32 @__kmpc_shuffle_int32(i32 [[ELT_CAST]], i16 [[LANEOFFSET]], i16 [[WS]])
-  // CHECK: [[REMOTE_ELT1_VAL:%.+]] = trunc i32 [[REMOTE_ELT1_VAL32]] to i8
-  //
-  // CHECK: store i8 [[REMOTE_ELT1_VAL]], i8* [[REMOTE_ELT1]], align
-  // CHECK: store i8* [[REMOTE_ELT1]], i8** [[REMOTE_ELT_REF]], align
-  //
-  // CHECK: [[ELT_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RED_LIST]], i{{32|64}} 0, i{{32|64}} 1
-  // CHECK: [[ELT_VOID:%.+]] = load i8*, i8** [[ELT_REF]],
-  // CHECK: [[REMOTE_ELT_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[REMOTE_RED_LIST]], i{{32|64}} 0, i{{32|64}} 1
-  // CHECK: [[ELT:%.+]] = bitcast i8* [[ELT_VOID]] to float*
-  // CHECK: [[ELT_VAL:%.+]] = load float, float* [[ELT]], align
-  //
-  // CHECK: [[ELT_CAST:%.+]] = bitcast float [[ELT_VAL]] to i32
-  // CHECK: [[WS32:%.+]] = call i32 @llvm.nvvm.read.ptx.sreg.warpsize()
-  // CHECK: [[WS:%.+]] = trunc i32 [[WS32]] to i16
-  // CHECK: [[REMOTE_ELT2_VAL32:%.+]] = call i32 @__kmpc_shuffle_int32(i32 [[ELT_CAST]], i16 [[LANEOFFSET]], i16 [[WS]])
-  // CHECK: [[REMOTE_ELT2_VAL:%.+]] = bitcast i32 [[REMOTE_ELT2_VAL32]] to float
-  //
-  // CHECK: store float [[REMOTE_ELT2_VAL]], float* [[REMOTE_ELT2]], align
-  // CHECK: [[REMOTE_ELT2C:%.+]] = bitcast float* [[REMOTE_ELT2]] to i8*
-  // CHECK: store i8* [[REMOTE_ELT2C]], i8** [[REMOTE_ELT_REF]], align
-  //
-  // Condition to reduce
-  // CHECK: [[CONDALG0:%.+]] = icmp eq i16 [[ALGVER]], 0
-  //
-  // CHECK: [[COND1:%.+]] = icmp eq i16 [[ALGVER]], 1
-  // CHECK: [[COND2:%.+]] = icmp ult i16 [[LANEID]], [[LANEOFFSET]]
-  // CHECK: [[CONDALG1:%.+]] = and i1 [[COND1]], [[COND2]]
-  //
-  // CHECK: [[COND3:%.+]] = icmp eq i16 [[ALGVER]], 2
-  // CHECK: [[COND4:%.+]] = and i16 [[LANEID]], 1
-  // CHECK: [[COND5:%.+]] = icmp eq i16 [[COND4]], 0
-  // CHECK: [[COND6:%.+]] = and i1 [[COND3]], [[COND5]]
-  // CHECK: [[COND7:%.+]] = icmp sgt i16 [[LANEOFFSET]], 0
-  // CHECK: [[CONDALG2:%.+]] = and i1 [[COND6]], [[COND7]]
-  //
-  // CHECK: [[COND8:%.+]] = or i1 [[CONDALG0]], [[CONDALG1]]
-  // CHECK: [[SHOULD_REDUCE:%.+]] = or i1 [[COND8]], [[CONDALG2]]
-  // CHECK: br i1 [[SHOULD_REDUCE]], label {{%?}}[[DO_REDUCE:.+]], label {{%?}}[[REDUCE_ELSE:.+]]
-  //
-  // CHECK: [[DO_REDUCE]]
-  // CHECK: [[RED_LIST1_VOID:%.+]] = bitcast [[RLT]]* [[RED_LIST]] to i8*
-  // CHECK: [[RED_LIST2_VOID:%.+]] = bitcast [[RLT]]* [[REMOTE_RED_LIST]] to i8*
-  // CHECK: call void [[REDUCTION_FUNC]](i8* [[RED_LIST1_VOID]], i8* [[RED_LIST2_VOID]])
-  // CHECK: br label {{%?}}[[REDUCE_CONT:.+]]
-  //
-  // CHECK: [[REDUCE_ELSE]]
-  // CHECK: br label {{%?}}[[REDUCE_CONT]]
-  //
-  // CHECK: [[REDUCE_CONT]]
-  // Now check if we should just copy over the remote reduction list
-  // CHECK: [[COND1:%.+]] = icmp eq i16 [[ALGVER]], 1
-  // CHECK: [[COND2:%.+]] = icmp uge i16 [[LANEID]], [[LANEOFFSET]]
-  // CHECK: [[SHOULD_COPY:%.+]] = and i1 [[COND1]], [[COND2]]
-  // CHECK: br i1 [[SHOULD_COPY]], label {{%?}}[[DO_COPY:.+]], label {{%?}}[[COPY_ELSE:.+]]
-  //
-  // CHECK: [[DO_COPY]]
-  // CHECK: [[REMOTE_ELT_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[REMOTE_RED_LIST]], i{{32|64}} 0, i{{32|64}} 0
-  // CHECK: [[REMOTE_ELT_VOID:%.+]] = load i8*, i8** [[REMOTE_ELT_REF]],
-  // CHECK: [[ELT_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RED_LIST]], i{{32|64}} 0, i{{32|64}} 0
-  // CHECK: [[ELT_VOID:%.+]] = load i8*, i8** [[ELT_REF]],
-  // CHECK: [[REMOTE_ELT_VAL:%.+]] = load i8, i8* [[REMOTE_ELT_VOID]], align
-  // CHECK: store i8 [[REMOTE_ELT_VAL]], i8* [[ELT_VOID]], align
-  //
-  // CHECK: [[REMOTE_ELT_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[REMOTE_RED_LIST]], i{{32|64}} 0, i{{32|64}} 1
-  // CHECK: [[REMOTE_ELT_VOID:%.+]] = load i8*, i8** [[REMOTE_ELT_REF]],
-  // CHECK: [[ELT_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RED_LIST]], i{{32|64}} 0, i{{32|64}} 1
-  // CHECK: [[ELT_VOID:%.+]] = load i8*, i8** [[ELT_REF]],
-  // CHECK: [[ELT:%.+]] = bitcast i8* [[ELT_VOID]] to float*
-  // CHECK: [[REMOTE_ELT:%.+]] = bitcast i8* [[REMOTE_ELT_VOID]] to float*
-  // CHECK: [[REMOTE_ELT_VAL:%.+]] = load float, float* [[REMOTE_ELT]], align
-  // CHECK: store float [[REMOTE_ELT_VAL]], float* [[ELT]], align
-  // CHECK: br label {{%?}}[[COPY_CONT:.+]]
-  //
-  // CHECK: [[COPY_ELSE]]
-  // CHECK: br label {{%?}}[[COPY_CONT]]
-  //
-  // CHECK: [[COPY_CONT]]
-  // CHECK: void
-
-  //
-  // Inter warp copy function
-  // CHECK: define internal void [[WARP_COPY_FN]](i8*, i32)
-  // CHECK-DAG: [[LANEID:%.+]] = and i32 {{.+}}, 31
-  // CHECK-DAG: [[WARPID:%.+]] = ashr i32 {{.+}}, 5
-  // CHECK-DAG: [[RED_LIST:%.+]] = bitcast i8* {{.+}} to [[RLT]]*
-  // CHECK: [[IS_WARP_MASTER:%.+]] = icmp eq i32 [[LANEID]], 0
-  // CHECK: br i1 [[IS_WARP_MASTER]], label {{%?}}[[DO_COPY:.+]], label {{%?}}[[COPY_ELSE:.+]]
-  //
-  // [[DO_COPY]]
-  // CHECK: [[ELT_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RED_LIST]], i{{32|64}} 0, i{{32|64}} 0
-  // CHECK: [[ELT_VOID:%.+]] = load i8*, i8** [[ELT_REF]],
-  // CHECK: [[ELT_VAL:%.+]] = load i8, i8* [[ELT_VOID]], align
-  //
-  // CHECK: [[MEDIUM_ELT64:%.+]] = getelementptr inbounds [32 x i64], [32 x i64] addrspace([[SHARED_ADDRSPACE]])* [[TRANSFER_STORAGE]], i64 0, i32 [[WARPID]]
-  // CHECK: [[MEDIUM_ELT:%.+]] = bitcast i64 addrspace([[SHARED_ADDRSPACE]])* [[MEDIUM_ELT64]] to i8 addrspace([[SHARED_ADDRSPACE]])*
-  // CHECK: store i8 [[ELT_VAL]], i8 addrspace([[SHARED_ADDRSPACE]])* [[MEDIUM_ELT]], align
-  // CHECK: br label {{%?}}[[COPY_CONT:.+]]
-  //
-  // CHECK: [[COPY_ELSE]]
-  // CHECK: br label {{%?}}[[COPY_CONT]]
-  //
-  // Barrier after copy to shared memory storage medium.
-  // CHECK: [[COPY_CONT]]
-  // CHECK: [[WS:%.+]] = call i32 @llvm.nvvm.read.ptx.sreg.warpsize()
-  // CHECK: [[ACTIVE_THREADS:%.+]] = mul nsw i32 [[ACTIVE_WARPS:%.+]], [[WS]]
-  // CHECK: call void @llvm.nvvm.barrier(i32 1, i32 [[ACTIVE_THREADS]])
-  //
-  // Read into warp 0.
-  // CHECK: [[IS_W0_ACTIVE_THREAD:%.+]] = icmp ult i32 [[TID:%.+]], [[ACTIVE_WARPS]]
-  // CHECK: br i1 [[IS_W0_ACTIVE_THREAD]], label {{%?}}[[DO_READ:.+]], label {{%?}}[[READ_ELSE:.+]]
-  //
-  // CHECK: [[DO_READ]]
-  // CHECK: [[MEDIUM_ELT64:%.+]] = getelementptr inbounds [32 x i64], [32 x i64] addrspace([[SHARED_ADDRSPACE]])* [[TRANSFER_STORAGE]], i64 0, i32 [[TID]]
-  // CHECK: [[MEDIUM_ELT:%.+]] = bitcast i64 addrspace([[SHARED_ADDRSPACE]])* [[MEDIUM_ELT64]] to i8 addrspace([[SHARED_ADDRSPACE]])*
-  // CHECK: [[MEDIUM_ELT_VAL:%.+]] = load i8, i8 addrspace([[SHARED_ADDRSPACE]])* [[MEDIUM_ELT]], align
-  // CHECK: [[ELT_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RED_LIST:%.+]], i{{32|64}} 0, i{{32|64}} 0
-  // CHECK: [[ELT_VOID:%.+]] = load i8*, i8** [[ELT_REF]],
-  // CHECK: store i8 [[MEDIUM_ELT_VAL]], i8* [[ELT_VOID]], align
-  // CHECK: br label {{%?}}[[READ_CONT:.+]]
-  //
-  // CHECK: [[READ_ELSE]]
-  // CHECK: br label {{%?}}[[READ_CONT]]
-  //
-  // CHECK: [[READ_CONT]]
-  // CHECK: call void @llvm.nvvm.barrier(i32 1, i32 [[ACTIVE_THREADS]])
-  // CHECK: [[IS_WARP_MASTER:%.+]] = icmp eq i32 [[LANEID]], 0
-  // CHECK: br i1 [[IS_WARP_MASTER]], label {{%?}}[[DO_COPY:.+]], label {{%?}}[[COPY_ELSE:.+]]
-  //
-  // [[DO_COPY]]
-  // CHECK: [[ELT_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RED_LIST]], i{{32|64}} 0, i{{32|64}} 1
-  // CHECK: [[ELT_VOID:%.+]] = load i8*, i8** [[ELT_REF]],
-  // CHECK: [[ELT:%.+]] = bitcast i8* [[ELT_VOID]] to float*
-  // CHECK: [[ELT_VAL:%.+]] = load float, float* [[ELT]], align
-  //
-  // CHECK: [[MEDIUM_ELT64:%.+]] = getelementptr inbounds [32 x i64], [32 x i64] addrspace([[SHARED_ADDRSPACE]])* [[TRANSFER_STORAGE]], i64 0, i32 [[WARPID]]
-  // CHECK: [[MEDIUM_ELT:%.+]] = bitcast i64 addrspace([[SHARED_ADDRSPACE]])* [[MEDIUM_ELT64]] to float addrspace([[SHARED_ADDRSPACE]])*
-  // CHECK: store float [[ELT_VAL]], float addrspace([[SHARED_ADDRSPACE]])* [[MEDIUM_ELT]], align
-  // CHECK: br label {{%?}}[[COPY_CONT:.+]]
-  //
-  // CHECK: [[COPY_ELSE]]
-  // CHECK: br label {{%?}}[[COPY_CONT]]
-  //
-  // Barrier after copy to shared memory storage medium.
-  // CHECK: [[COPY_CONT]]
-  // CHECK: [[WS:%.+]] = call i32 @llvm.nvvm.read.ptx.sreg.warpsize()
-  // CHECK: [[ACTIVE_THREADS:%.+]] = mul nsw i32 [[ACTIVE_WARPS:%.+]], [[WS]]
-  // CHECK: call void @llvm.nvvm.barrier(i32 1, i32 [[ACTIVE_THREADS]])
-  //
-  // Read into warp 0.
-  // CHECK: [[IS_W0_ACTIVE_THREAD:%.+]] = icmp ult i32 [[TID:%.+]], [[ACTIVE_WARPS]]
-  // CHECK: br i1 [[IS_W0_ACTIVE_THREAD]], label {{%?}}[[DO_READ:.+]], label {{%?}}[[READ_ELSE:.+]]
-  //
-  // CHECK: [[DO_READ]]
-  // CHECK: [[MEDIUM_ELT64:%.+]] = getelementptr inbounds [32 x i64], [32 x i64] addrspace([[SHARED_ADDRSPACE]])* [[TRANSFER_STORAGE]], i64 0, i32 [[TID]]
-  // CHECK: [[MEDIUM_ELT:%.+]] = bitcast i64 addrspace([[SHARED_ADDRSPACE]])* [[MEDIUM_ELT64]] to float addrspace([[SHARED_ADDRSPACE]])*
-  // CHECK: [[MEDIUM_ELT_VAL:%.+]] = load float, float addrspace([[SHARED_ADDRSPACE]])* [[MEDIUM_ELT]], align
-  // CHECK: [[ELT_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RED_LIST:%.+]], i{{32|64}} 0, i{{32|64}} 1
-  // CHECK: [[ELT_VOID:%.+]] = load i8*, i8** [[ELT_REF]],
-  // CHECK: [[ELT:%.+]] = bitcast i8* [[ELT_VOID]] to float*
-  // CHECK: store float [[MEDIUM_ELT_VAL]], float* [[ELT]], align
-  // CHECK: br label {{%?}}[[READ_CONT:.+]]
-  //
-  // CHECK: [[READ_ELSE]]
-  // CHECK: br label {{%?}}[[READ_CONT]]
-  //
-  // CHECK: [[READ_CONT]]
-  // CHECK: call void @llvm.nvvm.barrier(i32 1, i32 [[ACTIVE_THREADS]])
-  // CHECK: ret
-
-
-
-
-
-
-
-
-
-
-  // CHECK: define {{.*}}void {{@__omp_offloading_.+template.+l38}}(
-  //
-  // CHECK: call void @__kmpc_spmd_kernel_init(
-  // CHECK: br label {{%?}}[[EXECUTE:.+]]
-  //
-  // CHECK: [[EXECUTE]]
-  // CHECK: {{call|invoke}} void [[PFN2:@.+]](i32*
-  // CHECK: call void @__kmpc_spmd_kernel_deinit()
-  //
-  //
-  // define internal void [[PFN2]](
-  // CHECK: store i32 0, i32* [[A:%.+]], align
-  // CHECK: store i16 -32768, i16* [[B:%.+]], align
-  // CHECK: [[A_VAL:%.+]] = load i32, i32* [[A:%.+]], align
-  // CHECK: [[OR:%.+]] = or i32 [[A_VAL]], 1
-  // CHECK: store i32 [[OR]], i32* [[A]], align
-  // CHECK: [[BV16:%.+]] = load i16, i16* [[B]], align
-  // CHECK: [[BV:%.+]] = sext i16 [[BV16]] to i32
-  // CHECK: [[CMP:%.+]] = icmp sgt i32 99, [[BV]]
-  // CHECK: br i1 [[CMP]], label {{%?}}[[DO_MAX:.+]], label {{%?}}[[MAX_ELSE:.+]]
-  //
-  // CHECK: [[DO_MAX]]
-  // CHECK: br label {{%?}}[[MAX_CONT:.+]]
-  //
-  // CHECK: [[MAX_ELSE]]
-  // CHECK: [[BV:%.+]] = load i16, i16* [[B]], align
-  // CHECK: [[MAX:%.+]] = sext i16 [[BV]] to i32
-  // CHECK: br label {{%?}}[[MAX_CONT]]
-  //
-  // CHECK: [[MAX_CONT]]
-  // CHECK: [[B_LVALUE:%.+]] = phi i32 [ 99, %[[DO_MAX]] ], [ [[MAX]], %[[MAX_ELSE]] ]
-  // CHECK: [[TRUNC:%.+]] = trunc i32 [[B_LVALUE]] to i16
-  // CHECK: store i16 [[TRUNC]], i16* [[B]], align
-  // CHECK: [[PTR1:%.+]] = getelementptr inbounds [[RLT:.+]], [2 x i8*]* [[RL:%.+]], i{{32|64}} 0, i{{32|64}} 0
-  // CHECK: [[A_CAST:%.+]] = bitcast i32* [[A]] to i8*
-  // CHECK: store i8* [[A_CAST]], i8** [[PTR1]], align
-  // CHECK: [[PTR2:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RL]], i{{32|64}} 0, i{{32|64}} 1
-  // CHECK: [[B_CAST:%.+]] = bitcast i16* [[B]] to i8*
-  // CHECK: store i8* [[B_CAST]], i8** [[PTR2]], align
-  // CHECK: [[ARG_RL:%.+]] = bitcast [[RLT]]* [[RL]] to i8*
-  // CHECK: [[RET:%.+]] = call i32 @__kmpc_nvptx_parallel_reduce_nowait(i32 {{.+}}, i32 2, i{{32|64}} {{8|16}}, i8* [[ARG_RL]], void (i8*, i16, i16, i16)* [[SHUFFLE_REDUCE_FN:@.+]], void (i8*, i32)* [[WARP_COPY_FN:@.+]])
-  // CHECK: switch i32 [[RET]], label {{%?}}[[DEFAULTLABEL:.+]] [
-  // CHECK: i32 1, label {{%?}}[[REDLABEL:.+]]
-
-  // CHECK: [[REDLABEL]]
-  // CHECK: [[A_INV:%.+]] = load i32, i32* [[A_IN:%.+]], align
-  // CHECK: [[AV:%.+]] = load i32, i32* [[A]], align
-  // CHECK: [[OR:%.+]] = or i32 [[A_INV]], [[AV]]
-  // CHECK: store i32 [[OR]], i32* [[A_IN]], align
-  // CHECK: [[B_INV16:%.+]] = load i16, i16* [[B_IN:%.+]], align
-  // CHECK: [[B_INV:%.+]] = sext i16 [[B_INV16]] to i32
-  // CHECK: [[BV16:%.+]] = load i16, i16* [[B]], align
-  // CHECK: [[BV:%.+]] = sext i16 [[BV16]] to i32
-  // CHECK: [[CMP:%.+]] = icmp sgt i32 [[B_INV]], [[BV]]
-  // CHECK: br i1 [[CMP]], label {{%?}}[[DO_MAX:.+]], label {{%?}}[[MAX_ELSE:.+]]
-  //
-  // CHECK: [[DO_MAX]]
-  // CHECK: [[MAX1:%.+]] = load i16, i16* [[B_IN]], align
-  // CHECK: br label {{%?}}[[MAX_CONT:.+]]
-  //
-  // CHECK: [[MAX_ELSE]]
-  // CHECK: [[MAX2:%.+]] = load i16, i16* [[B]], align
-  // CHECK: br label {{%?}}[[MAX_CONT]]
-  //
-  // CHECK: [[MAX_CONT]]
-  // CHECK: [[B_MAX:%.+]] = phi i16 [ [[MAX1]], %[[DO_MAX]] ], [ [[MAX2]], %[[MAX_ELSE]] ]
-  // CHECK: store i16 [[B_MAX]], i16* [[B_IN]], align
-  // CHECK: call void @__kmpc_nvptx_end_reduce_nowait(
-  // CHECK: br label %[[DEFAULTLABEL]]
-  //
-  // CHECK: [[DEFAULTLABEL]]
-  // CHECK: ret
-
-  //
-  // Reduction function
-  // CHECK: define internal void [[REDUCTION_FUNC:@.+]](i8*, i8*)
-  // CHECK: [[VAR1_RHS_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RED_LIST_RHS:%.+]], i{{32|64}} 0, i{{32|64}} 0
-  // CHECK: [[VAR1_RHS_VOID:%.+]] = load i8*, i8** [[VAR1_RHS_REF]],
-  // CHECK: [[VAR1_RHS:%.+]] = bitcast i8* [[VAR1_RHS_VOID]] to i32*
-  //
-  // CHECK: [[VAR1_LHS_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RED_LIST_LHS:%.+]], i{{32|64}} 0, i{{32|64}} 0
-  // CHECK: [[VAR1_LHS_VOID:%.+]] = load i8*, i8** [[VAR1_LHS_REF]],
-  // CHECK: [[VAR1_LHS:%.+]] = bitcast i8* [[VAR1_LHS_VOID]] to i32*
-  //
-  // CHECK: [[VAR2_RHS_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RED_LIST_RHS]], i{{32|64}} 0, i{{32|64}} 1
-  // CHECK: [[VAR2_RHS_VOID:%.+]] = load i8*, i8** [[VAR2_RHS_REF]],
-  // CHECK: [[VAR2_RHS:%.+]] = bitcast i8* [[VAR2_RHS_VOID]] to i16*
-  //
-  // CHECK: [[VAR2_LHS_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RED_LIST_LHS]], i{{32|64}} 0, i{{32|64}} 1
-  // CHECK: [[VAR2_LHS_VOID:%.+]] = load i8*, i8** [[VAR2_LHS_REF]],
-  // CHECK: [[VAR2_LHS:%.+]] = bitcast i8* [[VAR2_LHS_VOID]] to i16*
-  //
-  // CHECK: [[VAR1_LHS_VAL:%.+]] = load i32, i32* [[VAR1_LHS]],
-  // CHECK: [[VAR1_RHS_VAL:%.+]] = load i32, i32* [[VAR1_RHS]],
-  // CHECK: [[OR:%.+]] = or i32 [[VAR1_LHS_VAL]], [[VAR1_RHS_VAL]]
-  // CHECK: store i32 [[OR]], i32* [[VAR1_LHS]],
-  //
-  // CHECK: [[VAR2_LHS_VAL16:%.+]] = load i16, i16* [[VAR2_LHS]],
-  // CHECK: [[VAR2_LHS_VAL:%.+]] = sext i16 [[VAR2_LHS_VAL16]] to i32
-  // CHECK: [[VAR2_RHS_VAL16:%.+]] = load i16, i16* [[VAR2_RHS]],
-  // CHECK: [[VAR2_RHS_VAL:%.+]] = sext i16 [[VAR2_RHS_VAL16]] to i32
-  //
-  // CHECK: [[CMP:%.+]] = icmp sgt i32 [[VAR2_LHS_VAL]], [[VAR2_RHS_VAL]]
-  // CHECK: br i1 [[CMP]], label {{%?}}[[DO_MAX:.+]], label {{%?}}[[MAX_ELSE:.+]]
-  //
-  // CHECK: [[DO_MAX]]
-  // CHECK: [[MAX1:%.+]] = load i16, i16* [[VAR2_LHS]], align
-  // CHECK: br label {{%?}}[[MAX_CONT:.+]]
-  //
-  // CHECK: [[MAX_ELSE]]
-  // CHECK: [[MAX2:%.+]] = load i16, i16* [[VAR2_RHS]], align
-  // CHECK: br label {{%?}}[[MAX_CONT]]
-  //
-  // CHECK: [[MAX_CONT]]
-  // CHECK: [[MAXV:%.+]] = phi i16 [ [[MAX1]], %[[DO_MAX]] ], [ [[MAX2]], %[[MAX_ELSE]] ]
-  // CHECK: store i16 [[MAXV]], i16* [[VAR2_LHS]],
-  // CHECK: ret void
-
-  //
-  // Shuffle and reduce function
-  // CHECK: define internal void [[SHUFFLE_REDUCE_FN]](i8*, i16 {{.*}}, i16 {{.*}}, i16 {{.*}})
-  // CHECK: [[REMOTE_RED_LIST:%.+]] = alloca [[RLT]], align
-  // CHECK: [[REMOTE_ELT1:%.+]] = alloca i32
-  // CHECK: [[REMOTE_ELT2:%.+]] = alloca i16
-  //
-  // CHECK: [[LANEID:%.+]] = load i16, i16* {{.+}}, align
-  // CHECK: [[LANEOFFSET:%.+]] = load i16, i16* {{.+}}, align
-  // CHECK: [[ALGVER:%.+]] = load i16, i16* {{.+}}, align
-  //
-  // CHECK: [[ELT_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RED_LIST:%.+]], i{{32|64}} 0, i{{32|64}} 0
-  // CHECK: [[ELT_VOID:%.+]] = load i8*, i8** [[ELT_REF]],
-  // CHECK: [[REMOTE_ELT_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[REMOTE_RED_LIST:%.+]], i{{32|64}} 0, i{{32|64}} 0
-  // CHECK: [[ELT:%.+]] = bitcast i8* [[ELT_VOID]] to i32*
-  // CHECK: [[ELT_VAL:%.+]] = load i32, i32* [[ELT]], align
-  //
-  // CHECK: [[WS32:%.+]] = call i32 @llvm.nvvm.read.ptx.sreg.warpsize()
-  // CHECK: [[WS:%.+]] = trunc i32 [[WS32]] to i16
-  // CHECK: [[REMOTE_ELT1_VAL:%.+]] = call i32 @__kmpc_shuffle_int32(i32 [[ELT_VAL]], i16 [[LANEOFFSET]], i16 [[WS]])
-  //
-  // CHECK: store i32 [[REMOTE_ELT1_VAL]], i32* [[REMOTE_ELT1]], align
-  // CHECK: [[REMOTE_ELT1C:%.+]] = bitcast i32* [[REMOTE_ELT1]] to i8*
-  // CHECK: store i8* [[REMOTE_ELT1C]], i8** [[REMOTE_ELT_REF]], align
-  //
-  // CHECK: [[ELT_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RED_LIST]], i{{32|64}} 0, i{{32|64}} 1
-  // CHECK: [[ELT_VOID:%.+]] = load i8*, i8** [[ELT_REF]],
-  // CHECK: [[REMOTE_ELT_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[REMOTE_RED_LIST]], i{{32|64}} 0, i{{32|64}} 1
-  // CHECK: [[ELT:%.+]] = bitcast i8* [[ELT_VOID]] to i16*
-  // CHECK: [[ELT_VAL:%.+]] = load i16, i16* [[ELT]], align
-  //
-  // CHECK: [[ELT_CAST:%.+]] = sext i16 [[ELT_VAL]] to i32
-  // CHECK: [[WS32:%.+]] = call i32 @llvm.nvvm.read.ptx.sreg.warpsize()
-  // CHECK: [[WS:%.+]] = trunc i32 [[WS32]] to i16
-  // CHECK: [[REMOTE_ELT2_VAL32:%.+]] = call i32 @__kmpc_shuffle_int32(i32 [[ELT_CAST]], i16 [[LANEOFFSET]], i16 [[WS]])
-  // CHECK: [[REMOTE_ELT2_VAL:%.+]] = trunc i32 [[REMOTE_ELT2_VAL32]] to i16
-  //
-  // CHECK: store i16 [[REMOTE_ELT2_VAL]], i16* [[REMOTE_ELT2]], align
-  // CHECK: [[REMOTE_ELT2C:%.+]] = bitcast i16* [[REMOTE_ELT2]] to i8*
-  // CHECK: store i8* [[REMOTE_ELT2C]], i8** [[REMOTE_ELT_REF]], align
-  //
-  // Condition to reduce
-  // CHECK: [[CONDALG0:%.+]] = icmp eq i16 [[ALGVER]], 0
-  //
-  // CHECK: [[COND1:%.+]] = icmp eq i16 [[ALGVER]], 1
-  // CHECK: [[COND2:%.+]] = icmp ult i16 [[LANEID]], [[LANEOFFSET]]
-  // CHECK: [[CONDALG1:%.+]] = and i1 [[COND1]], [[COND2]]
-  //
-  // CHECK: [[COND3:%.+]] = icmp eq i16 [[ALGVER]], 2
-  // CHECK: [[COND4:%.+]] = and i16 [[LANEID]], 1
-  // CHECK: [[COND5:%.+]] = icmp eq i16 [[COND4]], 0
-  // CHECK: [[COND6:%.+]] = and i1 [[COND3]], [[COND5]]
-  // CHECK: [[COND7:%.+]] = icmp sgt i16 [[LANEOFFSET]], 0
-  // CHECK: [[CONDALG2:%.+]] = and i1 [[COND6]], [[COND7]]
-  //
-  // CHECK: [[COND8:%.+]] = or i1 [[CONDALG0]], [[CONDALG1]]
-  // CHECK: [[SHOULD_REDUCE:%.+]] = or i1 [[COND8]], [[CONDALG2]]
-  // CHECK: br i1 [[SHOULD_REDUCE]], label {{%?}}[[DO_REDUCE:.+]], label {{%?}}[[REDUCE_ELSE:.+]]
-  //
-  // CHECK: [[DO_REDUCE]]
-  // CHECK: [[RED_LIST1_VOID:%.+]] = bitcast [[RLT]]* [[RED_LIST]] to i8*
-  // CHECK: [[RED_LIST2_VOID:%.+]] = bitcast [[RLT]]* [[REMOTE_RED_LIST]] to i8*
-  // CHECK: call void [[REDUCTION_FUNC]](i8* [[RED_LIST1_VOID]], i8* [[RED_LIST2_VOID]])
-  // CHECK: br label {{%?}}[[REDUCE_CONT:.+]]
-  //
-  // CHECK: [[REDUCE_ELSE]]
-  // CHECK: br label {{%?}}[[REDUCE_CONT]]
-  //
-  // CHECK: [[REDUCE_CONT]]
-  // Now check if we should just copy over the remote reduction list
-  // CHECK: [[COND1:%.+]] = icmp eq i16 [[ALGVER]], 1
-  // CHECK: [[COND2:%.+]] = icmp uge i16 [[LANEID]], [[LANEOFFSET]]
-  // CHECK: [[SHOULD_COPY:%.+]] = and i1 [[COND1]], [[COND2]]
-  // CHECK: br i1 [[SHOULD_COPY]], label {{%?}}[[DO_COPY:.+]], label {{%?}}[[COPY_ELSE:.+]]
-  //
-  // CHECK: [[DO_COPY]]
-  // CHECK: [[REMOTE_ELT_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[REMOTE_RED_LIST]], i{{32|64}} 0, i{{32|64}} 0
-  // CHECK: [[REMOTE_ELT_VOID:%.+]] = load i8*, i8** [[REMOTE_ELT_REF]],
-  // CHECK: [[ELT_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RED_LIST]], i{{32|64}} 0, i{{32|64}} 0
-  // CHECK: [[ELT_VOID:%.+]] = load i8*, i8** [[ELT_REF]],
-  // CHECK: [[ELT:%.+]] = bitcast i8* [[ELT_VOID]] to i32*
-  // CHECK: [[REMOTE_ELT:%.+]] = bitcast i8* [[REMOTE_ELT_VOID]] to i32*
-  // CHECK: [[REMOTE_ELT_VAL:%.+]] = load i32, i32* [[REMOTE_ELT]], align
-  // CHECK: store i32 [[REMOTE_ELT_VAL]], i32* [[ELT]], align
-  //
-  // CHECK: [[REMOTE_ELT_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[REMOTE_RED_LIST]], i{{32|64}} 0, i{{32|64}} 1
-  // CHECK: [[REMOTE_ELT_VOID:%.+]] = load i8*, i8** [[REMOTE_ELT_REF]],
-  // CHECK: [[ELT_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RED_LIST]], i{{32|64}} 0, i{{32|64}} 1
-  // CHECK: [[ELT_VOID:%.+]] = load i8*, i8** [[ELT_REF]],
-  // CHECK: [[ELT:%.+]] = bitcast i8* [[ELT_VOID]] to i16*
-  // CHECK: [[REMOTE_ELT:%.+]] = bitcast i8* [[REMOTE_ELT_VOID]] to i16*
-  // CHECK: [[REMOTE_ELT_VAL:%.+]] = load i16, i16* [[REMOTE_ELT]], align
-  // CHECK: store i16 [[REMOTE_ELT_VAL]], i16* [[ELT]], align
-  // CHECK: br label {{%?}}[[COPY_CONT:.+]]
-  //
-  // CHECK: [[COPY_ELSE]]
-  // CHECK: br label {{%?}}[[COPY_CONT]]
-  //
-  // CHECK: [[COPY_CONT]]
-  // CHECK: void
-
-  //
-  // Inter warp copy function
-  // CHECK: define internal void [[WARP_COPY_FN]](i8*, i32)
-  // CHECK-DAG: [[LANEID:%.+]] = and i32 {{.+}}, 31
-  // CHECK-DAG: [[WARPID:%.+]] = ashr i32 {{.+}}, 5
-  // CHECK-DAG: [[RED_LIST:%.+]] = bitcast i8* {{.+}} to [[RLT]]*
-  // CHECK: [[IS_WARP_MASTER:%.+]] = icmp eq i32 [[LANEID]], 0
-  // CHECK: br i1 [[IS_WARP_MASTER]], label {{%?}}[[DO_COPY:.+]], label {{%?}}[[COPY_ELSE:.+]]
-  //
-  // [[DO_COPY]]
-  // CHECK: [[ELT_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RED_LIST]], i{{32|64}} 0, i{{32|64}} 0
-  // CHECK: [[ELT_VOID:%.+]] = load i8*, i8** [[ELT_REF]],
-  // CHECK: [[ELT:%.+]] = bitcast i8* [[ELT_VOID]] to i32*
-  // CHECK: [[ELT_VAL:%.+]] = load i32, i32* [[ELT]], align
-  //
-  // CHECK: [[MEDIUM_ELT64:%.+]] = getelementptr inbounds [32 x i64], [32 x i64] addrspace([[SHARED_ADDRSPACE]])* [[TRANSFER_STORAGE]], i64 0, i32 [[WARPID]]
-  // CHECK: [[MEDIUM_ELT:%.+]] = bitcast i64 addrspace([[SHARED_ADDRSPACE]])* [[MEDIUM_ELT64]] to i32 addrspace([[SHARED_ADDRSPACE]])*
-  // CHECK: store i32 [[ELT_VAL]], i32 addrspace([[SHARED_ADDRSPACE]])* [[MEDIUM_ELT]], align
-  // CHECK: br label {{%?}}[[COPY_CONT:.+]]
-  //
-  // CHECK: [[COPY_ELSE]]
-  // CHECK: br label {{%?}}[[COPY_CONT]]
-  //
-  // Barrier after copy to shared memory storage medium.
-  // CHECK: [[COPY_CONT]]
-  // CHECK: [[WS:%.+]] = call i32 @llvm.nvvm.read.ptx.sreg.warpsize()
-  // CHECK: [[ACTIVE_THREADS:%.+]] = mul nsw i32 [[ACTIVE_WARPS:%.+]], [[WS]]
-  // CHECK: call void @llvm.nvvm.barrier(i32 1, i32 [[ACTIVE_THREADS]])
-  //
-  // Read into warp 0.
-  // CHECK: [[IS_W0_ACTIVE_THREAD:%.+]] = icmp ult i32 [[TID:%.+]], [[ACTIVE_WARPS]]
-  // CHECK: br i1 [[IS_W0_ACTIVE_THREAD]], label {{%?}}[[DO_READ:.+]], label {{%?}}[[READ_ELSE:.+]]
-  //
-  // CHECK: [[DO_READ]]
-  // CHECK: [[MEDIUM_ELT64:%.+]] = getelementptr inbounds [32 x i64], [32 x i64] addrspace([[SHARED_ADDRSPACE]])* [[TRANSFER_STORAGE]], i64 0, i32 [[TID]]
-  // CHECK: [[MEDIUM_ELT:%.+]] = bitcast i64 addrspace([[SHARED_ADDRSPACE]])* [[MEDIUM_ELT64]] to i32 addrspace([[SHARED_ADDRSPACE]])*
-  // CHECK: [[MEDIUM_ELT_VAL:%.+]] = load i32, i32 addrspace([[SHARED_ADDRSPACE]])* [[MEDIUM_ELT]], align
-  // CHECK: [[ELT_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RED_LIST:%.+]], i{{32|64}} 0, i{{32|64}} 0
-  // CHECK: [[ELT_VOID:%.+]] = load i8*, i8** [[ELT_REF]],
-  // CHECK: [[ELT:%.+]] = bitcast i8* [[ELT_VOID]] to i32*
-  // CHECK: store i32 [[MEDIUM_ELT_VAL]], i32* [[ELT]], align
-  // CHECK: br label {{%?}}[[READ_CONT:.+]]
-  //
-  // CHECK: [[READ_ELSE]]
-  // CHECK: br label {{%?}}[[READ_CONT]]
-  //
-  // CHECK: [[READ_CONT]]
-  // CHECK: call void @llvm.nvvm.barrier(i32 1, i32 [[ACTIVE_THREADS]])
-  // CHECK: [[IS_WARP_MASTER:%.+]] = icmp eq i32 [[LANEID]], 0
-  // CHECK: br i1 [[IS_WARP_MASTER]], label {{%?}}[[DO_COPY:.+]], label {{%?}}[[COPY_ELSE:.+]]
-  //
-  // [[DO_COPY]]
-  // CHECK: [[ELT_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RED_LIST]], i{{32|64}} 0, i{{32|64}} 1
-  // CHECK: [[ELT_VOID:%.+]] = load i8*, i8** [[ELT_REF]],
-  // CHECK: [[ELT:%.+]] = bitcast i8* [[ELT_VOID]] to i16*
-  // CHECK: [[ELT_VAL:%.+]] = load i16, i16* [[ELT]], align
-  //
-  // CHECK: [[MEDIUM_ELT64:%.+]] = getelementptr inbounds [32 x i64], [32 x i64] addrspace([[SHARED_ADDRSPACE]])* [[TRANSFER_STORAGE]], i64 0, i32 [[WARPID]]
-  // CHECK: [[MEDIUM_ELT:%.+]] = bitcast i64 addrspace([[SHARED_ADDRSPACE]])* [[MEDIUM_ELT64]] to i16 addrspace([[SHARED_ADDRSPACE]])*
-  // CHECK: store i16 [[ELT_VAL]], i16 addrspace([[SHARED_ADDRSPACE]])* [[MEDIUM_ELT]], align
-  // CHECK: br label {{%?}}[[COPY_CONT:.+]]
-  //
-  // CHECK: [[COPY_ELSE]]
-  // CHECK: br label {{%?}}[[COPY_CONT]]
-  //
-  // Barrier after copy to shared memory storage medium.
-  // CHECK: [[COPY_CONT]]
-  // CHECK: [[WS:%.+]] = call i32 @llvm.nvvm.read.ptx.sreg.warpsize()
-  // CHECK: [[ACTIVE_THREADS:%.+]] = mul nsw i32 [[ACTIVE_WARPS:%.+]], [[WS]]
-  // CHECK: call void @llvm.nvvm.barrier(i32 1, i32 [[ACTIVE_THREADS]])
-  //
-  // Read into warp 0.
-  // CHECK: [[IS_W0_ACTIVE_THREAD:%.+]] = icmp ult i32 [[TID:%.+]], [[ACTIVE_WARPS]]
-  // CHECK: br i1 [[IS_W0_ACTIVE_THREAD]], label {{%?}}[[DO_READ:.+]], label {{%?}}[[READ_ELSE:.+]]
-  //
-  // CHECK: [[DO_READ]]
-  // CHECK: [[MEDIUM_ELT64:%.+]] = getelementptr inbounds [32 x i64], [32 x i64] addrspace([[SHARED_ADDRSPACE]])* [[TRANSFER_STORAGE]], i64 0, i32 [[TID]]
-  // CHECK: [[MEDIUM_ELT:%.+]] = bitcast i64 addrspace([[SHARED_ADDRSPACE]])* [[MEDIUM_ELT64]] to i16 addrspace([[SHARED_ADDRSPACE]])*
-  // CHECK: [[MEDIUM_ELT_VAL:%.+]] = load i16, i16 addrspace([[SHARED_ADDRSPACE]])* [[MEDIUM_ELT]], align
-  // CHECK: [[ELT_REF:%.+]] = getelementptr inbounds [[RLT]], [[RLT]]* [[RED_LIST:%.+]], i{{32|64}} 0, i{{32|64}} 1
-  // CHECK: [[ELT_VOID:%.+]] = load i8*, i8** [[ELT_REF]],
-  // CHECK: [[ELT:%.+]] = bitcast i8* [[ELT_VOID]] to i16*
-  // CHECK: store i16 [[MEDIUM_ELT_VAL]], i16* [[ELT]], align
-  // CHECK: br label {{%?}}[[READ_CONT:.+]]
-  //
-  // CHECK: [[READ_ELSE]]
-  // CHECK: br label {{%?}}[[READ_CONT]]
-  //
-  // CHECK: [[READ_CONT]]
-  // CHECK: call void @llvm.nvvm.barrier(i32 1, i32 [[ACTIVE_THREADS]])
-  // CHECK: ret
-
-#endif




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