[llvm-commits] [polly] r160165 - in /polly/trunk: include/polly/ include/polly/CodeGen/ lib/CodeGen/ test/CodeGen/GPGPU/

Tobias Grosser grosser at fim.uni-passau.de
Fri Jul 13 00:44:56 PDT 2012


Author: grosser
Date: Fri Jul 13 02:44:56 2012
New Revision: 160165

URL: http://llvm.org/viewvc/llvm-project?rev=160165&view=rev
Log:
Revert "Add preliminary implementation for GPGPU code generation."

I did not take into account, that this patch fails to compile without the
llvm.codegen patch applied. This breaks buildbots.

I revert this until we found a solution to commit this without buildbots
complaining.

This reverts commit cb43ab80e94434e780a66be3b9a6ad466822fe33.

Removed:
    polly/trunk/include/polly/CodeGen/PTXGenerator.h
    polly/trunk/lib/CodeGen/PTXGenerator.cpp
    polly/trunk/test/CodeGen/GPGPU/2d_innermost_parallel.c
    polly/trunk/test/CodeGen/GPGPU/2d_innermost_parallel.ll
    polly/trunk/test/CodeGen/GPGPU/3d_innermost_non_parallel.c
    polly/trunk/test/CodeGen/GPGPU/3d_innermost_non_parallel.ll
    polly/trunk/test/CodeGen/GPGPU/gpu_no_pure___%for.cond---%for.end18.jscop
    polly/trunk/test/CodeGen/GPGPU/gpu_no_pure___%for.cond---%for.end18.jscop.transformed+gpu
    polly/trunk/test/CodeGen/GPGPU/gpu_pure___%for.cond---%for.end8.jscop
    polly/trunk/test/CodeGen/GPGPU/gpu_pure___%for.cond---%for.end8.jscop.transformed+gpu
Modified:
    polly/trunk/include/polly/ScopInfo.h
    polly/trunk/lib/CodeGen/CMakeLists.txt
    polly/trunk/lib/CodeGen/CodeGeneration.cpp

Removed: polly/trunk/include/polly/CodeGen/PTXGenerator.h
URL: http://llvm.org/viewvc/llvm-project/polly/trunk/include/polly/CodeGen/PTXGenerator.h?rev=160164&view=auto
==============================================================================
--- polly/trunk/include/polly/CodeGen/PTXGenerator.h (original)
+++ polly/trunk/include/polly/CodeGen/PTXGenerator.h (removed)
@@ -1,193 +0,0 @@
-//===- PTXGenerator.h - IR helper to create GPGPU LLVM-IR -------*- C++ -*-===//
-//
-//                     The LLVM Compiler Infrastructure
-//
-// This file is distributed under the University of Illinois Open Source
-// License. See LICENSE.TXT for details.
-//
-//===----------------------------------------------------------------------===//
-//
-// This file contains functions to create GPGPU parallel loops as LLVM-IR.
-//
-//===----------------------------------------------------------------------===//
-#ifndef POLLY_CODEGEN_PTXGENERATOR_H
-#define POLLY_CODEGEN_PTXGENERATOR_H
-
-#include "llvm/IRBuilder.h"
-#include "llvm/ADT/SetVector.h"
-
-#include <map>
-
-namespace llvm {
-  class Value;
-  class Pass;
-  class BasicBlock;
-}
-
-namespace polly {
-using namespace llvm;
-
-class PTXGenerator {
-public:
-  typedef std::map<Value*, Value*> ValueToValueMapTy;
-
-  PTXGenerator(IRBuilder<> &Builder, Pass *P, const std::string &Triple);
-
-  /// @brief Create a GPGPU parallel loop.
-  ///
-  /// @param UsedValues   A set of LLVM-IR Values that should be available to
-  ///                     the new loop body.
-  /// @param OriginalIVS  The new values of the original induction variables.
-  /// @param VMap         This map is filled by createParallelLoop(). It
-  ///                     maps the values in UsedValues to Values through which
-  ///                     their content is available within the loop body.
-  /// @param LoopBody     A pointer to an iterator that is set to point to the
-  ///                     body of the created loop. It should be used to insert
-  ///                     instructions that form the actual loop body.
-  void startGeneration(SetVector<Value*> &UsedValues,
-                       SetVector<Value*> &OriginalIVS, ValueToValueMapTy &VMap,
-                       BasicBlock::iterator *LoopBody);
-
-  /// @brief Execute the post-operations to build a GPGPU parallel loop.
-  ///
-  void finishGeneration(Function *SubFunction);
-
-  /// @brief Set the parameters for launching PTX kernel.
-  ///
-  /// @param GridW     A value of the width of a GPU grid.
-  /// @param GridH     A value of the height of a GPU grid.
-  /// @param BlockW    A value of the width of a GPU block.
-  /// @param BlockH    A value of the height of a GPU block.
-  void setLaunchingParameters(int GridW, int GridH, int BlockW, int BlockH) {
-    GridWidth = GridW;
-    GridHeight = GridH;
-    BlockWidth = BlockW;
-    BlockHeight = BlockH;
-  }
-
-  /// @brief Set the size of the output array.
-  ///
-  /// This size is used to allocate memory on the device and the host.
-  ///
-  /// @param Bytes        Output array size in bytes.
-  void setOutputBytes(unsigned Bytes) {
-    OutputBytes = Bytes;
-  }
-
-private:
-  IRBuilder<> &Builder;
-  Pass *P;
-
-  /// @brief The target triple of the device.
-  const std::string &GPUTriple;
-
-  /// @brief Parameters used for launching PTX kernel.
-  int GridWidth, GridHeight, BlockWidth, BlockHeight;
-
-  /// @brief Size of the output array in bytes.
-  unsigned OutputBytes;
-
-  /// @brief Polly's GPU data types.
-  StructType *ContextTy, *ModuleTy, *KernelTy, *DeviceTy, *DevDataTy, *EventTy;
-
-  void InitializeGPUDataTypes();
-  IntegerType *getInt64Type();            // i64
-  PointerType *getI8PtrType();            // char *
-  PointerType *getPtrI8PtrType();         // char **
-  PointerType *getFloatPtrType();         // float *
-  PointerType *getGPUContextPtrType();    // %struct.PollyGPUContextT *
-  PointerType *getGPUModulePtrType();     // %struct.PollyGPUModuleT *
-  PointerType *getGPUDevicePtrType();     // %struct.PollyGPUDeviceT *
-  PointerType *getPtrGPUDevicePtrType();  // %struct.PollyGPUDevicePtrT *
-  PointerType *getGPUFunctionPtrType();   // %struct.PollyGPUFunctionT *
-  PointerType *getGPUEventPtrType();      // %struct.PollyGPUEventT *
-
-  Module *getModule();
-
-  /// @brief Create the kernel string containing LLVM IR.
-  ///
-  /// @param SubFunction  A pointer to the device code function.
-  /// @return             A global string variable containing the LLVM IR codes
-  //                      of the SubFunction.
-  Value *createPTXKernelFunction(Function *SubFunction);
-
-  /// @brief Get the entry name of the device kernel function.
-  ///
-  /// @param SubFunction  A pointer to the device code function.
-  /// @return             A global string variable containing the entry name of
-  ///                     the SubFunction.
-  Value *getPTXKernelEntryName(Function *SubFunction);
-
-  void createCallInitDevice(Value *Context, Value *Device);
-  void createCallGetPTXModule(Value *Buffer, Value *Module);
-  void createCallGetPTXKernelEntry(Value *Entry, Value *Module,
-                                   Value *Kernel);
-  void createCallAllocateMemoryForHostAndDevice(Value *HostData,
-                                                Value *DeviceData,
-                                                Value *Size);
-  void createCallCopyFromHostToDevice(Value *DeviceData, Value *HostData,
-                                      Value *Size);
-  void createCallCopyFromDeviceToHost(Value *HostData, Value *DeviceData,
-                                      Value *Size);
-  void createCallSetKernelParameters(Value *Kernel, Value *BlockWidth,
-                                     Value *BlockHeight, Value *DeviceData);
-  void createCallLaunchKernel(Value *Kernel, Value *GridWidth,
-                              Value *GridHeight);
-  void createCallStartTimerByCudaEvent(Value *StartEvent,
-                                       Value *StopEvent);
-  void createCallStopTimerByCudaEvent(Value *StartEvent, Value *StopEvent,
-                                      Value *Timer);
-  void createCallCleanupGPGPUResources(Value *HostData, Value *DeviceData,
-                                       Value *Module, Value *Context,
-                                       Value *Kernel);
-
-  /// @brief Create the CUDA subfunction.
-  ///
-  /// @param UsedValues   A set of LLVM-IR Values that should be available to
-  ///                     the new loop body.
-  /// @param VMap         This map that is filled by createSubfunction(). It
-  ///                     maps the values in UsedValues to Values through which
-  ///                     their content is available within the loop body.
-  /// @param OriginalIVS  The new values of the original induction variables.
-  /// @param SubFunction  The newly created SubFunction is returned here.
-  void createSubfunction(SetVector<Value*> &UsedValues,
-                         SetVector<Value*> &OriginalIVS,
-                         ValueToValueMapTy &VMap,
-                         Function **SubFunction);
-
-  /// @brief Create the definition of the CUDA subfunction.
-  ///
-  /// @param NumArgs      The number of parameters of this subfunction. This is
-  ///                     usually set to the number of memory accesses which
-  ///                     will be copied from host to device.
-  Function *createSubfunctionDefinition(int NumArgs);
-
-  /// @brief Extract all the ptx related subfunctions into a new module.
-  ///
-  /// @param M            Current module.
-  /// @return             The generated module containing only gpu related
-  ///                     subfunctions.
-  Module *extractPTXFunctionsFromModule(const Module *M);
-
-  /// @brief Get the Value of CUDA block width.
-  Value *getCUDABlockWidth();
-
-  /// @brief Get the Value of CUDA block height.
-  Value *getCUDABlockHeight();
-
-  /// @brief Get the Value of CUDA Gird width.
-  Value *getCUDAGridWidth();
-
-  /// @brief Get the Value of CUDA grid height.
-  Value *getCUDAGridHeight();
-
-  /// @brief Get the Value of the bytes of the output array.
-  Value *getOutputArraySizeInBytes();
-
-  /// @brief Erase the ptx-related subfunctions and declarations.
-  ///
-  /// @param SubFunction  A pointer to the device code function.
-  void eraseUnusedFunctions(Function *SubFunction);
-};
-} // end namespace polly
-#endif /* POLLY_CODEGEN_PTXGENERATOR_H */

Modified: polly/trunk/include/polly/ScopInfo.h
URL: http://llvm.org/viewvc/llvm-project/polly/trunk/include/polly/ScopInfo.h?rev=160165&r1=160164&r2=160165&view=diff
==============================================================================
--- polly/trunk/include/polly/ScopInfo.h (original)
+++ polly/trunk/include/polly/ScopInfo.h Fri Jul 13 02:44:56 2012
@@ -125,9 +125,6 @@
   /// @brief Is this a read memory access?
   bool isRead() const { return Type == MemoryAccess::Read; }
 
-  /// @brief Is this a write memory access?
-  bool isWrite() const { return Type == MemoryAccess::Write; }
-
   isl_map *getAccessRelation() const;
 
   /// @brief Get an isl string representing this access function.

Modified: polly/trunk/lib/CodeGen/CMakeLists.txt
URL: http://llvm.org/viewvc/llvm-project/polly/trunk/lib/CodeGen/CMakeLists.txt?rev=160165&r1=160164&r2=160165&view=diff
==============================================================================
--- polly/trunk/lib/CodeGen/CMakeLists.txt (original)
+++ polly/trunk/lib/CodeGen/CMakeLists.txt Fri Jul 13 02:44:56 2012
@@ -15,5 +15,4 @@
   ${ISL_CODEGEN_FILES}
   LoopGenerators.cpp
   Utils.cpp
-  PTXGenerator.cpp
 )

Modified: polly/trunk/lib/CodeGen/CodeGeneration.cpp
URL: http://llvm.org/viewvc/llvm-project/polly/trunk/lib/CodeGen/CodeGeneration.cpp?rev=160165&r1=160164&r2=160165&view=diff
==============================================================================
--- polly/trunk/lib/CodeGen/CodeGeneration.cpp (original)
+++ polly/trunk/lib/CodeGen/CodeGeneration.cpp Fri Jul 13 02:44:56 2012
@@ -31,7 +31,6 @@
 #include "polly/CodeGen/CodeGeneration.h"
 #include "polly/CodeGen/BlockGenerators.h"
 #include "polly/CodeGen/LoopGenerators.h"
-#include "polly/CodeGen/PTXGenerator.h"
 #include "polly/CodeGen/Utils.h"
 #include "polly/Support/GICHelper.h"
 
@@ -67,17 +66,6 @@
        cl::init(false), cl::ZeroOrMore);
 
 static cl::opt<bool>
-GPGPU("enable-polly-gpgpu",
-       cl::desc("Generate GPU parallel code"), cl::Hidden,
-       cl::value_desc("GPGPU code generation enabled if true"),
-       cl::init(false), cl::ZeroOrMore);
-
-static cl::opt<std::string>
-GPUTriple("polly-gpgpu-triple",
-       cl::desc("Target triple for GPU code generation"),
-       cl::Hidden, cl::init(""));
-
-static cl::opt<bool>
 AtLeastOnce("enable-polly-atLeastOnce",
        cl::desc("Give polly the hint, that every loop is executed at least"
                 "once"), cl::Hidden,
@@ -296,25 +284,6 @@
   /// statement.
   void codegenForOpenMP(const clast_for *f);
 
-  /// @brief Create GPGPU device memory access values.
-  ///
-  /// Create a list of values that will be set to be parameters of the GPGPU
-  /// subfunction. These parameters represent device memory base addresses
-  /// and the size in bytes.
-  SetVector<Value*> getGPUValues(unsigned &OutputBytes);
-
-  /// @brief Create a GPU parallel for loop.
-  ///
-  /// This loop reflects a loop as if it would have been created by a GPU
-  /// statement.
-  void codegenForGPGPU(const clast_for *F);
-
-  /// @brief Get innermost statement for the transformed loops.
-  const clast_stmt *getScheduleInfo(const clast_for *F,
-                                    std::vector<int> &NumIters,
-                                    unsigned &LoopDepth,
-                                    unsigned &NonPLoopDepth);
-
   /// @brief Check if a loop is parallel
   ///
   /// Detect if a clast_for loop can be executed in parallel.
@@ -561,161 +530,6 @@
   Builder.SetInsertPoint(AfterLoop);
 }
 
-static unsigned getArraySizeInBytes(const ArrayType *AT) {
-  unsigned Bytes = AT->getNumElements();
-  if (const ArrayType *T = dyn_cast<ArrayType>(AT->getElementType()))
-    Bytes *= getArraySizeInBytes(T);
-  else
-    Bytes *= AT->getElementType()->getPrimitiveSizeInBits() / 8;
-
-  return Bytes;
-}
-
-SetVector<Value*> ClastStmtCodeGen::getGPUValues(unsigned &OutputBytes) {
-  SetVector<Value*> Values;
-  OutputBytes = 0;
-
-  // Record the memory reference base addresses.
-  for (Scop::iterator SI = S->begin(), SE = S->end(); SI != SE; ++SI) {
-    ScopStmt *Stmt = *SI;
-    for (SmallVector<MemoryAccess*, 8>::iterator I = Stmt->memacc_begin(),
-         E = Stmt->memacc_end(); I != E; ++I) {
-      Value *BaseAddr = const_cast<Value*>((*I)->getBaseAddr());
-      Values.insert((BaseAddr));
-
-      // FIXME: we assume that there is one and only one array to be written
-      // in a SCoP.
-      int NumWrites = 0;
-      if ((*I)->isWrite()) {
-        ++NumWrites;
-        assert(NumWrites <= 1 &&
-               "We support at most one array to be written in a SCoP.");
-        if (const PointerType * PT =
-            dyn_cast<PointerType>(BaseAddr->getType())) {
-          Type *T = PT->getArrayElementType();
-          const ArrayType *ATy = dyn_cast<ArrayType>(T);
-          OutputBytes = getArraySizeInBytes(ATy);
-        }
-      }
-    }
-  }
-
-  return Values;
-}
-
-const clast_stmt *ClastStmtCodeGen::getScheduleInfo(const clast_for *F,
-                                                    std::vector<int> &NumIters,
-                                                    unsigned &LoopDepth,
-                                                    unsigned &NonPLoopDepth) {
-  clast_stmt *Stmt = (clast_stmt *)F;
-  const clast_for *Result;
-  bool NonParaFlag = false;
-  LoopDepth = 0;
-  NonPLoopDepth = 0;
-
-  while (Stmt) {
-    if (CLAST_STMT_IS_A(Stmt, stmt_for)) {
-      const clast_for *T = (clast_for *) Stmt;
-      if (isParallelFor(T)) {
-        if (!NonParaFlag) {
-          NumIters.push_back(getNumberOfIterations(T));
-          Result = T;
-        }
-      } else
-        NonParaFlag = true;
-
-      Stmt = T->body;
-      LoopDepth++;
-      continue;
-    }
-    Stmt = Stmt->next;
-  }
-
-  assert(NumIters.size() == 4 &&
-         "The loops should be tiled into 4-depth parallel loops and an "
-         "innermost non-parallel one (if exist).");
-  NonPLoopDepth = LoopDepth - NumIters.size();
-  assert(NonPLoopDepth <= 1
-         && "We support only one innermost non-parallel loop currently.");
-  return (const clast_stmt *)Result->body;
-}
-
-void ClastStmtCodeGen::codegenForGPGPU(const clast_for *F) {
-  BasicBlock::iterator LoopBody;
-  SetVector<Value *> Values;
-  SetVector<Value *> IVS;
-  std::vector<int> NumIterations;
-  PTXGenerator::ValueToValueMapTy VMap;
-
-  assert(!GPUTriple.empty()
-         && "Target triple should be set properly for GPGPU code generation.");
-  PTXGenerator PTXGen(Builder, P, GPUTriple);
-
-  // Get original IVS and ScopStmt
-  unsigned TiledLoopDepth, NonPLoopDepth;
-  const clast_stmt *InnerStmt = getScheduleInfo(F, NumIterations,
-                                                TiledLoopDepth, NonPLoopDepth);
-  const clast_stmt *TmpStmt;
-  const clast_user_stmt *U;
-  const clast_for *InnerFor;
-  if (CLAST_STMT_IS_A(InnerStmt, stmt_for)) {
-    InnerFor = (const clast_for *)InnerStmt;
-    TmpStmt = InnerFor->body;
-  } else
-    TmpStmt = InnerStmt;
-  U = (const clast_user_stmt *) TmpStmt;
-  ScopStmt *Statement = (ScopStmt *) U->statement->usr;
-  for (unsigned i = 0; i < Statement->getNumIterators() - NonPLoopDepth; i++) {
-    const Value* IV = Statement->getInductionVariableForDimension(i);
-    IVS.insert(const_cast<Value *>(IV));
-  }
-
-  unsigned OutBytes;
-  Values = getGPUValues(OutBytes);
-  PTXGen.setOutputBytes(OutBytes);
-  PTXGen.startGeneration(Values, IVS, VMap, &LoopBody);
-
-  BasicBlock::iterator AfterLoop = Builder.GetInsertPoint();
-  Builder.SetInsertPoint(LoopBody);
-
-  BasicBlock *AfterBB = 0;
-  if (NonPLoopDepth) {
-    Value *LowerBound, *UpperBound, *IV, *Stride;
-    Type *IntPtrTy = getIntPtrTy();
-    LowerBound = ExpGen.codegen(InnerFor->LB, IntPtrTy);
-    UpperBound = ExpGen.codegen(InnerFor->UB, IntPtrTy);
-    Stride = Builder.getInt(APInt_from_MPZ(InnerFor->stride));
-    IV = createLoop(LowerBound, UpperBound, Stride, Builder, P, AfterBB);
-    const Value *OldIV_ = Statement->getInductionVariableForDimension(2);
-    Value *OldIV = const_cast<Value *>(OldIV_);
-    VMap.insert(std::make_pair<Value*, Value*>(OldIV, IV));
-  }
-
-  updateWithValueMap(VMap, /* reverse */ false);
-  BlockGenerator::generate(Builder, *Statement, ValueMap, P);
-  updateWithValueMap(VMap, /* reverse */ true);
-
-  if (AfterBB)
-    Builder.SetInsertPoint(AfterBB->begin());
-
-  // FIXME: The replacement of the host base address with the parameter of ptx
-  // subfunction should have been done by updateWithValueMap. We use the
-  // following codes to avoid affecting other parts of Polly. This should be
-  // fixed later.
-  Function *FN = Builder.GetInsertBlock()->getParent();
-  for (unsigned j = 0; j < Values.size(); j++) {
-    Value *baseAddr = Values[j];
-    for (Function::iterator B = FN->begin(); B != FN->end(); ++B) {
-      for (BasicBlock::iterator I = B->begin(); I != B->end(); ++I)
-        I->replaceUsesOfWith(baseAddr, ValueMap[baseAddr]);
-    }
-  }
-  Builder.SetInsertPoint(AfterLoop);
-  PTXGen.setLaunchingParameters(NumIterations[0], NumIterations[1],
-                                NumIterations[2], NumIterations[3]);
-  PTXGen.finishGeneration(FN);
-}
-
 bool ClastStmtCodeGen::isInnermostLoop(const clast_for *f) {
   const clast_stmt *stmt = f->body;
 
@@ -833,16 +647,6 @@
     }
   }
 
-  if (GPGPU && isParallelFor(f)) {
-    if (!parallelCodeGeneration) {
-      parallelCodeGeneration = true;
-      parallelLoops.push_back(f->iterator);
-      codegenForGPGPU(f);
-      parallelCodeGeneration = false;
-      return;
-    }
-  }
-
   codegenForSequential(f);
 }
 

Removed: polly/trunk/lib/CodeGen/PTXGenerator.cpp
URL: http://llvm.org/viewvc/llvm-project/polly/trunk/lib/CodeGen/PTXGenerator.cpp?rev=160164&view=auto
==============================================================================
--- polly/trunk/lib/CodeGen/PTXGenerator.cpp (original)
+++ polly/trunk/lib/CodeGen/PTXGenerator.cpp (removed)
@@ -1,652 +0,0 @@
-//===------ PTXGenerator.cpp -  IR helper to create loops -----------------===//
-//
-//                     The LLVM Compiler Infrastructure
-//
-// This file is distributed under the University of Illinois Open Source
-// License. See LICENSE.TXT for details.
-//
-//===----------------------------------------------------------------------===//
-//
-// This file contains functions to create GPU parallel codes as LLVM-IR.
-//
-//===----------------------------------------------------------------------===//
-
-#include "polly/CodeGen/PTXGenerator.h"
-#include "polly/ScopDetection.h"
-#include "polly/ScopInfo.h"
-
-#include "llvm/Intrinsics.h"
-#include "llvm/Module.h"
-#include "llvm/PassManager.h"
-#include "llvm/ADT/SetVector.h"
-#include "llvm/Analysis/Dominators.h"
-#include "llvm/Support/Debug.h"
-#include "llvm/Support/FormattedStream.h"
-#include "llvm/Support/TargetRegistry.h"
-#include "llvm/Target/TargetData.h"
-#include "llvm/Target/TargetMachine.h"
-#include "llvm/Transforms/Utils/BasicBlockUtils.h"
-#include "llvm/Transforms/Utils/Cloning.h"
-
-using namespace llvm;
-using namespace polly;
-
-PTXGenerator::PTXGenerator(IRBuilder<> &Builder, Pass *P,
-                           const std::string &Triple):
-  Builder(Builder), P(P), GPUTriple(Triple), GridWidth(1), GridHeight(1),
-  BlockWidth(1), BlockHeight(1), OutputBytes(0) {
-
-  InitializeGPUDataTypes();
-}
-
-Module *PTXGenerator::getModule() {
-  return Builder.GetInsertBlock()->getParent()->getParent();
-}
-
-Function *PTXGenerator::createSubfunctionDefinition(int NumArgs) {
-  assert(NumArgs == 1 && "we support only one array access now.");
-
-  Module *M = getModule();
-  Function *F = Builder.GetInsertBlock()->getParent();
-  std::vector<Type*> Arguments;
-  for (int i = 0; i < NumArgs; i++)
-    Arguments.push_back(Builder.getInt8PtrTy());
-  FunctionType *FT = FunctionType::get(Builder.getVoidTy(), Arguments, false);
-  Function *FN = Function::Create(FT, Function::InternalLinkage,
-      F->getName() + "_ptx_subfn", M);
-  FN->setCallingConv(CallingConv::PTX_Kernel);
-
-  // Do not run any optimization pass on the new function.
-  P->getAnalysis<polly::ScopDetection>().markFunctionAsInvalid(FN);
-
-  for (Function::arg_iterator AI = FN->arg_begin(); AI != FN->arg_end(); ++AI)
-    AI->setName("ptx.Array");
-
-  return FN;
-}
-
-void PTXGenerator::createSubfunction(SetVector<Value*> &UsedValues,
-                                     SetVector<Value*> &OriginalIVS,
-                                     PTXGenerator::ValueToValueMapTy &VMap,
-                                     Function **SubFunction) {
-  Function *FN = createSubfunctionDefinition(UsedValues.size());
-  Module *M = getModule();
-  LLVMContext &Context = FN->getContext();
-  IntegerType *Ty = Builder.getInt64Ty();
-
-  // Store the previous basic block.
-  BasicBlock *PrevBB = Builder.GetInsertBlock();
-
-  // Create basic blocks.
-  BasicBlock *HeaderBB = BasicBlock::Create(Context, "ptx.setup", FN);
-  BasicBlock *ExitBB = BasicBlock::Create(Context, "ptx.exit", FN);
-  BasicBlock *BodyBB = BasicBlock::Create(Context, "ptx.loop_body", FN);
-
-  DominatorTree &DT = P->getAnalysis<DominatorTree>();
-  DT.addNewBlock(HeaderBB, PrevBB);
-  DT.addNewBlock(ExitBB, HeaderBB);
-  DT.addNewBlock(BodyBB, HeaderBB);
-
-  Builder.SetInsertPoint(HeaderBB);
-
-  // Insert VMap items with maps of array base address on the host to base
-  // address on the device.
-  Function::arg_iterator AI = FN->arg_begin();
-  for (unsigned j = 0; j < UsedValues.size(); j++) {
-    Value *BaseAddr = UsedValues[j];
-    Type *ArrayTy = BaseAddr->getType();
-    Value *Param = Builder.CreateBitCast(AI, ArrayTy);
-    VMap.insert(std::make_pair<Value*, Value*>(BaseAddr, Param));
-    AI++;
-  }
-
-  // FIXME: These intrinsics should be inserted on-demand. However, we insert
-  // them all currently for simplicity.
-  Function *GetNctaidX =
-    Intrinsic::getDeclaration(M, Intrinsic::ptx_read_nctaid_x);
-  Function *GetNctaidY =
-    Intrinsic::getDeclaration(M, Intrinsic::ptx_read_nctaid_y);
-  Function *GetCtaidX =
-    Intrinsic::getDeclaration(M, Intrinsic::ptx_read_ctaid_x);
-  Function *GetCtaidY =
-    Intrinsic::getDeclaration(M, Intrinsic::ptx_read_ctaid_y);
-  Function *GetNtidX = Intrinsic::getDeclaration(M, Intrinsic::ptx_read_ntid_x);
-  Function *GetNtidY = Intrinsic::getDeclaration(M, Intrinsic::ptx_read_ntid_y);
-  Function *GetTidX = Intrinsic::getDeclaration(M, Intrinsic::ptx_read_tid_x);
-  Function *GetTidY = Intrinsic::getDeclaration(M, Intrinsic::ptx_read_tid_y);
-
-  Value *GridWidth = Builder.CreateCall(GetNctaidX);
-  GridWidth = Builder.CreateIntCast(GridWidth, Ty, false);
-  Value *GridHeight = Builder.CreateCall(GetNctaidY);
-  GridHeight = Builder.CreateIntCast(GridHeight, Ty, false);
-  Value *BlockWidth = Builder.CreateCall(GetNtidX);
-  BlockWidth = Builder.CreateIntCast(BlockWidth, Ty, false);
-  Value *BlockHeight = Builder.CreateCall(GetNtidY);
-  BlockHeight = Builder.CreateIntCast(BlockHeight, Ty, false);
-  Value *BIDx = Builder.CreateCall(GetCtaidX);
-  BIDx = Builder.CreateIntCast(BIDx, Ty, false);
-  Value *BIDy = Builder.CreateCall(GetCtaidY);
-  BIDy = Builder.CreateIntCast(BIDy, Ty, false);
-  Value *TIDx = Builder.CreateCall(GetTidX);
-  TIDx = Builder.CreateIntCast(TIDx, Ty, false);
-  Value *TIDy = Builder.CreateCall(GetTidY);
-  TIDy = Builder.CreateIntCast(TIDy, Ty, false);
-
-  Builder.CreateBr(BodyBB);
-  Builder.SetInsertPoint(BodyBB);
-
-  unsigned NumDims = OriginalIVS.size();
-  std::vector<Value *> Substitutions;
-  Value *BlockID, *ThreadID;
-  switch (NumDims) {
-  case 1: {
-    Value *BlockSize = Builder.CreateMul(BlockWidth, BlockHeight,
-                                         "p_gpu_blocksize");
-    BlockID = Builder.CreateMul(BIDy, GridWidth, "p_gpu_index_i");
-    BlockID = Builder.CreateAdd(BlockID, BIDx);
-    BlockID = Builder.CreateMul(BlockID, BlockSize);
-    ThreadID = Builder.CreateMul(TIDy, BlockWidth, "p_gpu_index_j");
-    ThreadID = Builder.CreateAdd(ThreadID, TIDx);
-    ThreadID = Builder.CreateAdd(ThreadID, BlockID);
-    Substitutions.push_back(ThreadID);
-    break;
-  }
-  case 2: {
-    BlockID = Builder.CreateMul(BIDy, GridWidth, "p_gpu_index_i");
-    BlockID = Builder.CreateAdd(BlockID, BIDx);
-    Substitutions.push_back(BlockID);
-    ThreadID = Builder.CreateMul(TIDy, BlockWidth, "p_gpu_index_j");
-    ThreadID = Builder.CreateAdd(ThreadID, TIDx);
-    Substitutions.push_back(ThreadID);
-    break;
-  }
-  case 3: {
-    BlockID = Builder.CreateMul(BIDy, GridWidth, "p_gpu_index_i");
-    BlockID = Builder.CreateAdd(BlockID, BIDx);
-    Substitutions.push_back(BlockID);
-    Substitutions.push_back(TIDy);
-    Substitutions.push_back(TIDx);
-    break;
-  }
-  case 4: {
-    Substitutions.push_back(BIDy);
-    Substitutions.push_back(BIDx);
-    Substitutions.push_back(TIDy);
-    Substitutions.push_back(TIDx);
-    break;
-  }
-  default:
-    assert(true &&
-           "We cannot transform parallel loops whose depth is larger than 4.");
-    return;
-  }
-
-  assert(OriginalIVS.size() == Substitutions.size()
-         && "The size of IVS should be equal to the size of substitutions.");
-  for (unsigned i = 0; i < OriginalIVS.size(); ++i) {
-    VMap.insert(std::make_pair<Value*, Value*>(OriginalIVS[i],
-                                               Substitutions[i]));
-  }
-
-  Builder.CreateBr(ExitBB);
-  Builder.SetInsertPoint(--Builder.GetInsertPoint());
-  BasicBlock::iterator LoopBody = Builder.GetInsertPoint();
-
-  // Add the termination of the ptx-device subfunction.
-  Builder.SetInsertPoint(ExitBB);
-  Builder.CreateRetVoid();
-
-  Builder.SetInsertPoint(LoopBody);
-  *SubFunction = FN;
-}
-
-void PTXGenerator::startGeneration(SetVector<Value*> &UsedValues,
-                                   SetVector<Value*> &OriginalIVS,
-                                   ValueToValueMapTy &VMap,
-                                   BasicBlock::iterator *LoopBody) {
-  Function *SubFunction;
-  BasicBlock::iterator PrevInsertPoint = Builder.GetInsertPoint();
-  createSubfunction(UsedValues, OriginalIVS, VMap, &SubFunction);
-  *LoopBody = Builder.GetInsertPoint();
-  Builder.SetInsertPoint(PrevInsertPoint);
-}
-
-IntegerType *PTXGenerator::getInt64Type() {
-  return Builder.getInt64Ty();
-}
-
-PointerType *PTXGenerator::getI8PtrType() {
-  return PointerType::getUnqual(Builder.getInt8Ty());
-}
-
-PointerType *PTXGenerator::getPtrI8PtrType() {
-  return PointerType::getUnqual(getI8PtrType());
-}
-
-PointerType *PTXGenerator::getFloatPtrType() {
-  return llvm::Type::getFloatPtrTy(getModule()->getContext());
-}
-
-PointerType *PTXGenerator::getGPUContextPtrType() {
-  return PointerType::getUnqual(ContextTy);
-}
-
-PointerType *PTXGenerator::getGPUModulePtrType() {
-  return PointerType::getUnqual(ModuleTy);
-}
-
-PointerType *PTXGenerator::getGPUDevicePtrType() {
-  return PointerType::getUnqual(DeviceTy);
-}
-
-PointerType *PTXGenerator::getPtrGPUDevicePtrType() {
-  return PointerType::getUnqual(DevDataTy);
-}
-
-PointerType *PTXGenerator::getGPUFunctionPtrType() {
-  return PointerType::getUnqual(KernelTy);
-}
-
-PointerType *PTXGenerator::getGPUEventPtrType() {
-  return PointerType::getUnqual(EventTy);
-}
-
-void PTXGenerator::InitializeGPUDataTypes() {
-  LLVMContext &Context = getModule()->getContext();
-
-  ContextTy = StructType::create(Context, "struct.PollyGPUContextT");
-  ModuleTy = StructType::create(Context, "struct.PollyGPUModuleT");
-  KernelTy = StructType::create(Context, "struct.PollyGPUFunctionT");
-  DeviceTy = StructType::create(Context, "struct.PollyGPUDeviceT");
-  DevDataTy = StructType::create(Context,"struct.PollyGPUDevicePtrT");
-  EventTy = StructType::create(Context, "struct.PollyGPUEventT");
-}
-
-void PTXGenerator::createCallInitDevice(Value *Context, Value *Device) {
-  const char *Name = "polly_initDevice";
-  Module *M = getModule();
-  Function *F = M->getFunction(Name);
-
-  // If F is not available, declare it.
-  if (!F) {
-    GlobalValue::LinkageTypes Linkage = Function::ExternalLinkage;
-    std::vector<Type*> Args;
-    Args.push_back(PointerType::getUnqual(getGPUContextPtrType()));
-    Args.push_back(PointerType::getUnqual(getGPUDevicePtrType()));
-    FunctionType *Ty = FunctionType::get(Builder.getVoidTy(), Args, false);
-    F = Function::Create(Ty, Linkage, Name, M);
-  }
-
-  Builder.CreateCall2(F, Context, Device);
-}
-
-void PTXGenerator::createCallGetPTXModule(Value *Buffer, Value *Module) {
-  const char *Name = "polly_getPTXModule";
-  llvm::Module *M = getModule();
-  Function *F = M->getFunction(Name);
-
-  // If F is not available, declare it.
-  if (!F) {
-    GlobalValue::LinkageTypes Linkage = Function::ExternalLinkage;
-    std::vector<Type*> Args;
-    Args.push_back(getI8PtrType());
-    Args.push_back(PointerType::getUnqual(getGPUModulePtrType()));
-    FunctionType *Ty = FunctionType::get(Builder.getVoidTy(), Args, false);
-    F = Function::Create(Ty, Linkage, Name, M);
-  }
-
-  Builder.CreateCall2(F, Buffer, Module);
-}
-
-void PTXGenerator::createCallGetPTXKernelEntry(Value *Entry, Value *Module,
-                                               Value *Kernel) {
-  const char *Name = "polly_getPTXKernelEntry";
-  llvm::Module *M = getModule();
-  Function *F = M->getFunction(Name);
-
-  // If F is not available, declare it.
-  if (!F) {
-    GlobalValue::LinkageTypes Linkage = Function::ExternalLinkage;
-    std::vector<Type*> Args;
-    Args.push_back(getI8PtrType());
-    Args.push_back(getGPUModulePtrType());
-    Args.push_back(PointerType::getUnqual(getGPUFunctionPtrType()));
-    FunctionType *Ty = FunctionType::get(Builder.getVoidTy(), Args, false);
-    F = Function::Create(Ty, Linkage, Name, M);
-  }
-
-  Builder.CreateCall3(F, Entry, Module, Kernel);
-}
-
-void PTXGenerator::createCallAllocateMemoryForHostAndDevice(Value *HostData,
-                                                            Value *DeviceData,
-                                                            Value *Size) {
-  const char *Name = "polly_allocateMemoryForHostAndDevice";
-  Module *M = getModule();
-  Function *F = M->getFunction(Name);
-
-  // If F is not available, declare it.
-  if (!F) {
-    GlobalValue::LinkageTypes Linkage = Function::ExternalLinkage;
-    std::vector<Type*> Args;
-    Args.push_back(getPtrI8PtrType());
-    Args.push_back(PointerType::getUnqual(getPtrGPUDevicePtrType()));
-    Args.push_back(getInt64Type());
-    FunctionType *Ty = FunctionType::get(Builder.getVoidTy(), Args, false);
-    F = Function::Create(Ty, Linkage, Name, M);
-  }
-
-  Builder.CreateCall3(F, HostData, DeviceData, Size);
-}
-
-void PTXGenerator::createCallCopyFromHostToDevice(Value *DeviceData,
-                                                  Value *HostData,
-                                                  Value *Size) {
-  const char *Name = "polly_copyFromHostToDevice";
-  Module *M = getModule();
-  Function *F = M->getFunction(Name);
-
-  // If F is not available, declare it.
-  if (!F) {
-    GlobalValue::LinkageTypes Linkage = Function::ExternalLinkage;
-    std::vector<Type*> Args;
-    Args.push_back(getPtrGPUDevicePtrType());
-    Args.push_back(getI8PtrType());
-    Args.push_back(getInt64Type());
-    FunctionType *Ty = FunctionType::get(Builder.getVoidTy(), Args, false);
-    F = Function::Create(Ty, Linkage, Name, M);
-  }
-
-  Builder.CreateCall3(F, DeviceData, HostData, Size);
-}
-
-void PTXGenerator::createCallCopyFromDeviceToHost(Value *HostData,
-                                                  Value *DeviceData,
-                                                  Value *Size) {
-  const char *Name = "polly_copyFromDeviceToHost";
-  Module *M = getModule();
-  Function *F = M->getFunction(Name);
-
-  // If F is not available, declare it.
-  if (!F) {
-    GlobalValue::LinkageTypes Linkage = Function::ExternalLinkage;
-    std::vector<Type*> Args;
-    Args.push_back(getI8PtrType());
-    Args.push_back(getPtrGPUDevicePtrType());
-    Args.push_back(getInt64Type());
-    FunctionType *Ty = FunctionType::get(Builder.getVoidTy(), Args, false);
-    F = Function::Create(Ty, Linkage, Name, M);
-  }
-
-  Builder.CreateCall3(F, HostData, DeviceData, Size);
-}
-
-void PTXGenerator::createCallSetKernelParameters(Value *Kernel,
-                                                 Value *BlockWidth,
-                                                 Value *BlockHeight,
-                                                 Value *DeviceData) {
-  const char *Name = "polly_setKernelParameters";
-  Module *M = getModule();
-  Function *F = M->getFunction(Name);
-
-  // If F is not available, declare it.
-  if (!F) {
-    GlobalValue::LinkageTypes Linkage = Function::ExternalLinkage;
-    std::vector<Type*> Args;
-    Args.push_back(getGPUFunctionPtrType());
-    Args.push_back(getInt64Type());
-    Args.push_back(getInt64Type());
-    Args.push_back(getPtrGPUDevicePtrType());
-    FunctionType *Ty = FunctionType::get(Builder.getVoidTy(), Args, false);
-    F = Function::Create(Ty, Linkage, Name, M);
-  }
-
-  Builder.CreateCall4(F, Kernel, BlockWidth, BlockHeight, DeviceData);
-}
-
-void PTXGenerator::createCallLaunchKernel(Value *Kernel, Value *GridWidth,
-                                          Value *GridHeight) {
-  const char *Name = "polly_launchKernel";
-  Module *M = getModule();
-  Function *F = M->getFunction(Name);
-
-  // If F is not available, declare it.
-  if (!F) {
-    GlobalValue::LinkageTypes Linkage = Function::ExternalLinkage;
-    std::vector<Type*> Args;
-    Args.push_back(getGPUFunctionPtrType());
-    Args.push_back(getInt64Type());
-    Args.push_back(getInt64Type());
-    FunctionType *Ty = FunctionType::get(Builder.getVoidTy(), Args, false);
-    F = Function::Create(Ty, Linkage, Name, M);
-  }
-
-  Builder.CreateCall3(F, Kernel, GridWidth, GridHeight);
-}
-
-void PTXGenerator::createCallStartTimerByCudaEvent(Value *StartEvent,
-                                                   Value *StopEvent) {
-  const char *Name = "polly_startTimerByCudaEvent";
-  Module *M = getModule();
-  Function *F = M->getFunction(Name);
-
-  // If F is not available, declare it.
-  if (!F) {
-    GlobalValue::LinkageTypes Linkage = Function::ExternalLinkage;
-    std::vector<Type*> Args;
-    Args.push_back(PointerType::getUnqual(getGPUEventPtrType()));
-    Args.push_back(PointerType::getUnqual(getGPUEventPtrType()));
-    FunctionType *Ty = FunctionType::get(Builder.getVoidTy(), Args, false);
-    F = Function::Create(Ty, Linkage, Name, M);
-  }
-
-  Builder.CreateCall2(F, StartEvent, StopEvent);
-}
-
-void PTXGenerator::createCallStopTimerByCudaEvent(Value *StartEvent,
-                                                  Value *StopEvent,
-                                                  Value *Timer) {
-  const char *Name = "polly_stopTimerByCudaEvent";
-  Module *M = getModule();
-  Function *F = M->getFunction(Name);
-
-  // If F is not available, declare it.
-  if (!F) {
-    GlobalValue::LinkageTypes Linkage = Function::ExternalLinkage;
-    std::vector<Type*> Args;
-    Args.push_back(getGPUEventPtrType());
-    Args.push_back(getGPUEventPtrType());
-    Args.push_back(getFloatPtrType());
-    FunctionType *Ty = FunctionType::get(Builder.getVoidTy(), Args, false);
-    F = Function::Create(Ty, Linkage, Name, M);
-  }
-
-  Builder.CreateCall3(F, StartEvent, StopEvent, Timer);
-}
-
-void PTXGenerator::createCallCleanupGPGPUResources(Value *HostData,
-                                                   Value *DeviceData,
-                                                   Value *Module,
-                                                   Value *Context,
-                                                   Value *Kernel) {
-  const char *Name = "polly_cleanupGPGPUResources";
-  llvm::Module *M = getModule();
-  Function *F = M->getFunction(Name);
-
-  // If F is not available, declare it.
-  if (!F) {
-    GlobalValue::LinkageTypes Linkage = Function::ExternalLinkage;
-    std::vector<Type*> Args;
-    Args.push_back(getI8PtrType());
-    Args.push_back(getPtrGPUDevicePtrType());
-    Args.push_back(getGPUModulePtrType());
-    Args.push_back(getGPUContextPtrType());
-    Args.push_back(getGPUFunctionPtrType());
-    FunctionType *Ty = FunctionType::get(Builder.getVoidTy(), Args, false);
-    F = Function::Create(Ty, Linkage, Name, M);
-  }
-
-  Builder.CreateCall5(F, HostData, DeviceData, Module, Context, Kernel);
-}
-
-Value *PTXGenerator::getCUDAGridWidth() {
-  return ConstantInt::get(getInt64Type(), GridWidth);
-}
-
-Value *PTXGenerator::getCUDAGridHeight() {
-  return ConstantInt::get(getInt64Type(), GridHeight);
-}
-
-Value *PTXGenerator::getCUDABlockWidth() {
-  return ConstantInt::get(getInt64Type(), BlockWidth);
-}
-
-Value *PTXGenerator::getCUDABlockHeight() {
-  return ConstantInt::get(getInt64Type(), BlockHeight);
-}
-
-Value *PTXGenerator::getOutputArraySizeInBytes() {
-  return ConstantInt::get(getInt64Type(), OutputBytes);
-}
-
-Value *PTXGenerator::createPTXKernelFunction(Function *SubFunction) {
-  Module *M = getModule();
-  std::string LLVMKernelStr;
-  raw_string_ostream NameROS(LLVMKernelStr);
-  formatted_raw_ostream FOS(NameROS);
-  FOS << "target triple = \"" << GPUTriple <<"\"\n";
-  SubFunction->print(FOS);
-
-  // Insert ptx intrinsics into the kernel string.
-  for (Module::iterator I = M->begin(), E = M->end(); I != E; ) {
-    Function *F = I++;
-    // Function must be a prototype and unused.
-    if (F->isDeclaration() && F->isIntrinsic()) {
-      switch (F->getIntrinsicID()) {
-      case Intrinsic::ptx_read_nctaid_x:
-      case Intrinsic::ptx_read_nctaid_y:
-      case Intrinsic::ptx_read_ctaid_x:
-      case Intrinsic::ptx_read_ctaid_y:
-      case Intrinsic::ptx_read_ntid_x:
-      case Intrinsic::ptx_read_ntid_y:
-      case Intrinsic::ptx_read_tid_x:
-      case Intrinsic::ptx_read_tid_y:
-        F->print(FOS);
-        break;
-      default:
-        break;
-      }
-    }
-  }
-
-  Value *LLVMKernel = Builder.CreateGlobalStringPtr(LLVMKernelStr,
-                                                    "llvm_kernel");
-  Value *MCPU = Builder.CreateGlobalStringPtr("sm_10", "mcpu");
-  Value *Features = Builder.CreateGlobalStringPtr("", "cpu_features");
-
-  Function *GetDeviceKernel = Intrinsic::getDeclaration(M,
-                                                        Intrinsic::codegen);
-
-  return Builder.CreateCall3(GetDeviceKernel, LLVMKernel, MCPU, Features);
-}
-
-Value *PTXGenerator::getPTXKernelEntryName(Function *SubFunction) {
-  StringRef Entry = SubFunction->getName();
-  return Builder.CreateGlobalStringPtr(Entry, "ptx_entry");
-}
-
-void PTXGenerator::eraseUnusedFunctions(Function *SubFunction) {
-  Module *M = getModule();
-  SubFunction->eraseFromParent();
-
-  if (Function *FuncPTXReadNCtaidX = M->getFunction("llvm.ptx.read.nctaid.x"))
-    FuncPTXReadNCtaidX->eraseFromParent();
-
-  if (Function *FuncPTXReadNCtaidY = M->getFunction("llvm.ptx.read.nctaid.y"))
-    FuncPTXReadNCtaidY->eraseFromParent();
-
-  if (Function *FuncPTXReadCtaidX = M->getFunction("llvm.ptx.read.ctaid.x"))
-    FuncPTXReadCtaidX->eraseFromParent();
-
-  if (Function *FuncPTXReadCtaidY = M->getFunction("llvm.ptx.read.ctaid.y"))
-    FuncPTXReadCtaidY->eraseFromParent();
-
-  if (Function *FuncPTXReadNTidX = M->getFunction("llvm.ptx.read.ntid.x"))
-    FuncPTXReadNTidX->eraseFromParent();
-
-  if (Function *FuncPTXReadNTidY = M->getFunction("llvm.ptx.read.ntid.y"))
-    FuncPTXReadNTidY->eraseFromParent();
-
-  if (Function *FuncPTXReadTidX = M->getFunction("llvm.ptx.read.tid.x"))
-    FuncPTXReadTidX->eraseFromParent();
-
-  if (Function *FuncPTXReadTidY = M->getFunction("llvm.ptx.read.tid.y"))
-    FuncPTXReadTidY->eraseFromParent();
-}
-
-void PTXGenerator::finishGeneration(Function *F) {
-  // Define data used by the GPURuntime library.
-  AllocaInst *PtrCUContext = Builder.CreateAlloca(getGPUContextPtrType(), 0,
-                                                  "phcontext");
-  AllocaInst *PtrCUDevice = Builder.CreateAlloca(getGPUDevicePtrType(), 0,
-                                                 "phdevice");
-  AllocaInst *PtrCUModule = Builder.CreateAlloca(getGPUModulePtrType(), 0,
-                                                 "phmodule");
-  AllocaInst *PtrCUKernel = Builder.CreateAlloca(getGPUFunctionPtrType(), 0,
-                                                 "phkernel");
-  AllocaInst *PtrCUStartEvent = Builder.CreateAlloca(getGPUEventPtrType(), 0,
-                                                     "pstart_timer");
-  AllocaInst *PtrCUStopEvent = Builder.CreateAlloca(getGPUEventPtrType(), 0,
-                                                    "pstop_timer");
-  AllocaInst *PtrDevData = Builder.CreateAlloca(getPtrGPUDevicePtrType(), 0,
-                                                "pdevice_data");
-  AllocaInst *PtrHostData = Builder.CreateAlloca(getI8PtrType(), 0,
-                                                 "phost_data");
-  Type *FloatTy = llvm::Type::getFloatTy(getModule()->getContext());
-  AllocaInst *PtrElapsedTimes = Builder.CreateAlloca(FloatTy, 0, "ptimer");
-
-  // Initialize the GPU device.
-  createCallInitDevice(PtrCUContext, PtrCUDevice);
-
-  // Create the GPU kernel module and entry function.
-  Value *PTXString = createPTXKernelFunction(F);
-  Value *PTXEntry = getPTXKernelEntryName(F);
-  createCallGetPTXModule(PTXString, PtrCUModule);
-  LoadInst *CUModule = Builder.CreateLoad(PtrCUModule, "cumodule");
-  createCallGetPTXKernelEntry(PTXEntry, CUModule, PtrCUKernel);
-
-  // Allocate device memory and its corresponding host memory.
-  createCallAllocateMemoryForHostAndDevice(PtrHostData, PtrDevData,
-                                           getOutputArraySizeInBytes());
-
-  // Get the pointer to the device memory and set the GPU execution parameters.
-  LoadInst *DData = Builder.CreateLoad(PtrDevData, "device_data");
-  LoadInst *CUKernel = Builder.CreateLoad(PtrCUKernel, "cukernel");
-  createCallSetKernelParameters(CUKernel, getCUDABlockWidth(),
-                                getCUDABlockHeight(), DData);
-
-  // Create the start and end timer and record the start time.
-  createCallStartTimerByCudaEvent(PtrCUStartEvent, PtrCUStopEvent);
-
-  // Launch the GPU kernel.
-  createCallLaunchKernel(CUKernel, getCUDAGridWidth(), getCUDAGridHeight());
-
-  // Copy the results back from the GPU to the host.
-  LoadInst *HData = Builder.CreateLoad(PtrHostData, "host_data");
-  createCallCopyFromDeviceToHost(HData, DData, getOutputArraySizeInBytes());
-
-  // Record the end time.
-  LoadInst *CUStartEvent = Builder.CreateLoad(PtrCUStartEvent, "start_timer");
-  LoadInst *CUStopEvent = Builder.CreateLoad(PtrCUStopEvent, "stop_timer");
-  createCallStopTimerByCudaEvent(CUStartEvent, CUStopEvent,
-                                 PtrElapsedTimes);
-
-  // Cleanup all the resources used.
-  LoadInst *CUContext = Builder.CreateLoad(PtrCUContext, "cucontext");
-  createCallCleanupGPGPUResources(HData, DData, CUModule, CUContext,
-                                  CUKernel);
-
-  // Erase the ptx kernel and device subfunctions and ptx intrinsics from
-  // current module.
-  eraseUnusedFunctions(F);
-}

Removed: polly/trunk/test/CodeGen/GPGPU/2d_innermost_parallel.c
URL: http://llvm.org/viewvc/llvm-project/polly/trunk/test/CodeGen/GPGPU/2d_innermost_parallel.c?rev=160164&view=auto
==============================================================================
--- polly/trunk/test/CodeGen/GPGPU/2d_innermost_parallel.c (original)
+++ polly/trunk/test/CodeGen/GPGPU/2d_innermost_parallel.c (removed)
@@ -1,16 +0,0 @@
-int A[128][128];
-
-int gpu_pure() {
-  int i,j;
-
-  for(i = 0; i < 128; i++)
-    for(j = 0; j < 128; j++)
-      A[i][j] = i*128 + j;
-
-  return 0;
-}
-
-int main() {
-  int b = gpu_pure();
-  return 0;
-}

Removed: polly/trunk/test/CodeGen/GPGPU/2d_innermost_parallel.ll
URL: http://llvm.org/viewvc/llvm-project/polly/trunk/test/CodeGen/GPGPU/2d_innermost_parallel.ll?rev=160164&view=auto
==============================================================================
--- polly/trunk/test/CodeGen/GPGPU/2d_innermost_parallel.ll (original)
+++ polly/trunk/test/CodeGen/GPGPU/2d_innermost_parallel.ll (removed)
@@ -1,65 +0,0 @@
-; RUN: opt %loadPolly -basicaa -polly-import-jscop -polly-import-jscop-dir=%S -polly-import-jscop-postfix=transformed+gpu -enable-polly-gpgpu -polly-gpgpu-triple=nvptx64-unknown-unknown -polly-codegen %s -S | FileCheck %s
-; ModuleID = '2d_innermost_parallel.s'
-target datalayout = "e-p:64:64:64-i1:8:8-i8:8:8-i16:16:16-i32:32:32-i64:64:64-f32:32:32-f64:64:64-v64:64:64-v128:128:128-a0:0:64-s0:64:64-f80:128:128-n8:16:32:64-S128"
-target triple = "x86_64-unknown-linux-gnu"
-
- at A = common global [128 x [128 x i32]] zeroinitializer, align 16
-
-define i32 @gpu_pure() nounwind uwtable {
-entry:
-  br label %for.cond
-
-for.cond:                                         ; preds = %for.inc6, %entry
-  %indvars.iv2 = phi i64 [ %indvars.iv.next3, %for.inc6 ], [ 0, %entry ]
-  %lftr.wideiv5 = trunc i64 %indvars.iv2 to i32
-  %exitcond6 = icmp ne i32 %lftr.wideiv5, 128
-  br i1 %exitcond6, label %for.body, label %for.end8
-
-for.body:                                         ; preds = %for.cond
-  br label %for.cond1
-
-for.cond1:                                        ; preds = %for.inc, %for.body
-  %indvars.iv = phi i64 [ %indvars.iv.next, %for.inc ], [ 0, %for.body ]
-  %lftr.wideiv = trunc i64 %indvars.iv to i32
-  %exitcond = icmp ne i32 %lftr.wideiv, 128
-  br i1 %exitcond, label %for.body3, label %for.end
-
-for.body3:                                        ; preds = %for.cond1
-  %tmp = shl nsw i64 %indvars.iv2, 7
-  %tmp7 = add nsw i64 %tmp, %indvars.iv
-  %arrayidx5 = getelementptr inbounds [128 x [128 x i32]]* @A, i64 0, i64 %indvars.iv2, i64 %indvars.iv
-  %tmp8 = trunc i64 %tmp7 to i32
-  store i32 %tmp8, i32* %arrayidx5, align 4
-  br label %for.inc
-
-for.inc:                                          ; preds = %for.body3
-  %indvars.iv.next = add i64 %indvars.iv, 1
-  br label %for.cond1
-
-for.end:                                          ; preds = %for.cond1
-  br label %for.inc6
-
-for.inc6:                                         ; preds = %for.end
-  %indvars.iv.next3 = add i64 %indvars.iv2, 1
-  br label %for.cond
-
-for.end8:                                         ; preds = %for.cond
-  ret i32 0
-}
-
-define i32 @main() nounwind uwtable {
-entry:
-  %call = call i32 @gpu_pure()
-  ret i32 0
-}
-
-; CHECK:  call void @polly_initDevice
-; CHECK:  call void @polly_getPTXModule
-; CHECK:  call void @polly_getPTXKernelEntry
-; CHECK:  call void @polly_allocateMemoryForHostAndDevice
-; CHECK:  call void @polly_setKernelParameters
-; CHECK:  call void @polly_startTimerByCudaEvent
-; CHECK:  call void @polly_launchKernel
-; CHECK:  call void @polly_copyFromDeviceToHost
-; CHECK:  call void @polly_stopTimerByCudaEvent
-; CHECK:  call void @polly_cleanupGPGPUResources

Removed: polly/trunk/test/CodeGen/GPGPU/3d_innermost_non_parallel.c
URL: http://llvm.org/viewvc/llvm-project/polly/trunk/test/CodeGen/GPGPU/3d_innermost_non_parallel.c?rev=160164&view=auto
==============================================================================
--- polly/trunk/test/CodeGen/GPGPU/3d_innermost_non_parallel.c (original)
+++ polly/trunk/test/CodeGen/GPGPU/3d_innermost_non_parallel.c (removed)
@@ -1,17 +0,0 @@
-int A[128][128];
-
-int gpu_no_pure() {
-  int i,j,k;
-
-  for(i = 0; i < 128; i++)
-    for(j = 0; j < 128; j++)
-      for(k = 0; k < 256; k++)
-        A[i][j] += i*123/(k+1)+5-j*k-123;
-
-  return 0;
-}
-
-int main() {
-  int b = gpu_no_pure();
-  return 0;
-}

Removed: polly/trunk/test/CodeGen/GPGPU/3d_innermost_non_parallel.ll
URL: http://llvm.org/viewvc/llvm-project/polly/trunk/test/CodeGen/GPGPU/3d_innermost_non_parallel.ll?rev=160164&view=auto
==============================================================================
--- polly/trunk/test/CodeGen/GPGPU/3d_innermost_non_parallel.ll (original)
+++ polly/trunk/test/CodeGen/GPGPU/3d_innermost_non_parallel.ll (removed)
@@ -1,88 +0,0 @@
-; RUN: opt %loadPolly -basicaa -polly-import-jscop -polly-import-jscop-dir=%S -polly-import-jscop-postfix=transformed+gpu -enable-polly-gpgpu -polly-gpgpu-triple=nvptx64-unknown-unknown -polly-codegen %s -S | FileCheck %s
-; ModuleID = '3d_innermost_non_parallel.s'
-target datalayout = "e-p:64:64:64-i1:8:8-i8:8:8-i16:16:16-i32:32:32-i64:64:64-f32:32:32-f64:64:64-v64:64:64-v128:128:128-a0:0:64-s0:64:64-f80:128:128-n8:16:32:64-S128"
-target triple = "x86_64-unknown-linux-gnu"
-
- at A = common global [128 x [128 x i32]] zeroinitializer, align 16
-
-define i32 @gpu_no_pure() nounwind uwtable {
-entry:
-  br label %for.cond
-
-for.cond:                                         ; preds = %for.inc16, %entry
-  %indvars.iv2 = phi i64 [ %indvars.iv.next3, %for.inc16 ], [ 0, %entry ]
-  %lftr.wideiv5 = trunc i64 %indvars.iv2 to i32
-  %exitcond6 = icmp ne i32 %lftr.wideiv5, 128
-  br i1 %exitcond6, label %for.body, label %for.end18
-
-for.body:                                         ; preds = %for.cond
-  br label %for.cond1
-
-for.cond1:                                        ; preds = %for.inc13, %for.body
-  %indvars.iv = phi i64 [ %indvars.iv.next, %for.inc13 ], [ 0, %for.body ]
-  %lftr.wideiv = trunc i64 %indvars.iv to i32
-  %exitcond1 = icmp ne i32 %lftr.wideiv, 128
-  br i1 %exitcond1, label %for.body3, label %for.end15
-
-for.body3:                                        ; preds = %for.cond1
-  br label %for.cond4
-
-for.cond4:                                        ; preds = %for.inc, %for.body3
-  %k.0 = phi i32 [ 0, %for.body3 ], [ %inc, %for.inc ]
-  %exitcond = icmp ne i32 %k.0, 256
-  br i1 %exitcond, label %for.body6, label %for.end
-
-for.body6:                                        ; preds = %for.cond4
-  %tmp = mul nsw i64 %indvars.iv2, 123
-  %add = add nsw i32 %k.0, 1
-  %tmp7 = trunc i64 %tmp to i32
-  %div = sdiv i32 %tmp7, %add
-  %add7 = add nsw i32 %div, 5
-  %tmp8 = trunc i64 %indvars.iv to i32
-  %mul8 = mul nsw i32 %tmp8, %k.0
-  %sub = sub nsw i32 %add7, %mul8
-  %sub9 = add nsw i32 %sub, -123
-  %arrayidx11 = getelementptr inbounds [128 x [128 x i32]]* @A, i64 0, i64 %indvars.iv2, i64 %indvars.iv
-  %tmp9 = load i32* %arrayidx11, align 4
-  %add12 = add nsw i32 %tmp9, %sub9
-  store i32 %add12, i32* %arrayidx11, align 4
-  br label %for.inc
-
-for.inc:                                          ; preds = %for.body6
-  %inc = add nsw i32 %k.0, 1
-  br label %for.cond4
-
-for.end:                                          ; preds = %for.cond4
-  br label %for.inc13
-
-for.inc13:                                        ; preds = %for.end
-  %indvars.iv.next = add i64 %indvars.iv, 1
-  br label %for.cond1
-
-for.end15:                                        ; preds = %for.cond1
-  br label %for.inc16
-
-for.inc16:                                        ; preds = %for.end15
-  %indvars.iv.next3 = add i64 %indvars.iv2, 1
-  br label %for.cond
-
-for.end18:                                        ; preds = %for.cond
-  ret i32 0
-}
-
-define i32 @main() nounwind uwtable {
-entry:
-  %call = call i32 @gpu_no_pure()
-  ret i32 0
-}
-
-; CHECK:  call void @polly_initDevice
-; CHECK:  call void @polly_getPTXModule
-; CHECK:  call void @polly_getPTXKernelEntry
-; CHECK:  call void @polly_allocateMemoryForHostAndDevice
-; CHECK:  call void @polly_setKernelParameters
-; CHECK:  call void @polly_startTimerByCudaEvent
-; CHECK:  call void @polly_launchKernel
-; CHECK:  call void @polly_copyFromDeviceToHost
-; CHECK:  call void @polly_stopTimerByCudaEvent
-; CHECK:  call void @polly_cleanupGPGPUResources

Removed: polly/trunk/test/CodeGen/GPGPU/gpu_no_pure___%for.cond---%for.end18.jscop
URL: http://llvm.org/viewvc/llvm-project/polly/trunk/test/CodeGen/GPGPU/gpu_no_pure___%25for.cond---%25for.end18.jscop?rev=160164&view=auto
==============================================================================
--- polly/trunk/test/CodeGen/GPGPU/gpu_no_pure___%for.cond---%for.end18.jscop (original)
+++ polly/trunk/test/CodeGen/GPGPU/gpu_no_pure___%for.cond---%for.end18.jscop (removed)
@@ -1,21 +0,0 @@
-{
-   "context" : "{  :  }",
-   "name" : "for.cond => for.end18",
-   "statements" : [
-      {
-         "accesses" : [
-            {
-               "kind" : "read",
-               "relation" : "{ Stmt_for_body6[i0, i1, i2] -> MemRef_A[128i0 + i1] }"
-            },
-            {
-               "kind" : "write",
-               "relation" : "{ Stmt_for_body6[i0, i1, i2] -> MemRef_A[128i0 + i1] }"
-            }
-         ],
-         "domain" : "{ Stmt_for_body6[i0, i1, i2] : i0 >= 0 and i0 <= 127 and i1 >= 0 and i1 <= 127 and i2 >= 0 and i2 <= 255 }",
-         "name" : "Stmt_for_body6",
-         "schedule" : "{ Stmt_for_body6[i0, i1, i2] -> scattering[0, i0, 0, i1, 0, i2, 0] }"
-      }
-   ]
-}

Removed: polly/trunk/test/CodeGen/GPGPU/gpu_no_pure___%for.cond---%for.end18.jscop.transformed+gpu
URL: http://llvm.org/viewvc/llvm-project/polly/trunk/test/CodeGen/GPGPU/gpu_no_pure___%25for.cond---%25for.end18.jscop.transformed%2Bgpu?rev=160164&view=auto
==============================================================================
--- polly/trunk/test/CodeGen/GPGPU/gpu_no_pure___%for.cond---%for.end18.jscop.transformed+gpu (original)
+++ polly/trunk/test/CodeGen/GPGPU/gpu_no_pure___%for.cond---%for.end18.jscop.transformed+gpu (removed)
@@ -1,21 +0,0 @@
-{
-   "context" : "{  :  }",
-   "name" : "for.cond => for.end18",
-   "statements" : [
-      {
-         "accesses" : [
-            {
-               "kind" : "read",
-               "relation" : "{ Stmt_for_body6[i0, i1, i2] -> MemRef_A[128i0 + i1] }"
-            },
-            {
-               "kind" : "write",
-               "relation" : "{ Stmt_for_body6[i0, i1, i2] -> MemRef_A[128i0 + i1] }"
-            }
-         ],
-         "domain" : "{ Stmt_for_body6[i0, i1, i2] : i0 >= 0 and i0 <= 127 and i1 >= 0 and i1 <= 127 and i2 >= 0 and i2 <= 255 }",
-         "name" : "Stmt_for_body6",
-         "schedule" : "{ Stmt_for_body6[i0, i1, i2] -> scattering[0, o0, o1, o2, o3, i2, 0] : o0 >= 0 and o0 <= 7 and o1 >= 0 and o1 <= 15 and o2 >= 0 and o2 <= 7 and o3 >= 0 and o3 <= 15 and i0 = 16o0 + o1 and i1 = 16o2 + o3 }"
-      }
-   ]
-}

Removed: polly/trunk/test/CodeGen/GPGPU/gpu_pure___%for.cond---%for.end8.jscop
URL: http://llvm.org/viewvc/llvm-project/polly/trunk/test/CodeGen/GPGPU/gpu_pure___%25for.cond---%25for.end8.jscop?rev=160164&view=auto
==============================================================================
--- polly/trunk/test/CodeGen/GPGPU/gpu_pure___%for.cond---%for.end8.jscop (original)
+++ polly/trunk/test/CodeGen/GPGPU/gpu_pure___%for.cond---%for.end8.jscop (removed)
@@ -1,17 +0,0 @@
-{
-   "context" : "{  :  }",
-   "name" : "for.cond => for.end8",
-   "statements" : [
-      {
-         "accesses" : [
-            {
-               "kind" : "write",
-               "relation" : "{ Stmt_for_body3[i0, i1] -> MemRef_A[128i0 + i1] }"
-            }
-         ],
-         "domain" : "{ Stmt_for_body3[i0, i1] : i0 >= 0 and i0 <= 127 and i1 >= 0 and i1 <= 127 }",
-         "name" : "Stmt_for_body3",
-         "schedule" : "{ Stmt_for_body3[i0, i1] -> scattering[0, i0, 0, i1, 0] }"
-      }
-   ]
-}

Removed: polly/trunk/test/CodeGen/GPGPU/gpu_pure___%for.cond---%for.end8.jscop.transformed+gpu
URL: http://llvm.org/viewvc/llvm-project/polly/trunk/test/CodeGen/GPGPU/gpu_pure___%25for.cond---%25for.end8.jscop.transformed%2Bgpu?rev=160164&view=auto
==============================================================================
--- polly/trunk/test/CodeGen/GPGPU/gpu_pure___%for.cond---%for.end8.jscop.transformed+gpu (original)
+++ polly/trunk/test/CodeGen/GPGPU/gpu_pure___%for.cond---%for.end8.jscop.transformed+gpu (removed)
@@ -1,17 +0,0 @@
-{
-   "context" : "{  :  }",
-   "name" : "for.cond => for.end8",
-   "statements" : [
-      {
-         "accesses" : [
-            {
-               "kind" : "write",
-               "relation" : "{ Stmt_for_body3[i0, i1] -> MemRef_A[128i0 + i1] }"
-            }
-         ],
-         "domain" : "{ Stmt_for_body3[i0, i1] : i0 >= 0 and i0 <= 127 and i1 >= 0 and i1 <= 127 }",
-         "name" : "Stmt_for_body3",
-         "schedule" : "{ Stmt_for_body3[i0, i1] -> scattering[0, o0, o1, o2, o3]: o0 >= 0 and o0 <= 7 and o1 >= 0 and o1 <= 15 and o2 >= 0 and o2 <= 7 and o3 >= 0 and o3 <= 15 and i0 = 16o0 + o1 and i1 = 16o2 + o3 }"
-      }
-   ]
-}





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