itkGPUReduction.h

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/*=========================================================================
 *
 *  Copyright Insight Software Consortium
 *
 *  Licensed under the Apache License, Version 2.0 (the "License");
 *  you may not use this file except in compliance with the License.
 *  You may obtain a copy of the License at
 *
 *         http://www.apache.org/licenses/LICENSE-2.0.txt
 *
 *  Unless required by applicable law or agreed to in writing, software
 *  distributed under the License is distributed on an "AS IS" BASIS,
 *  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 *  See the License for the specific language governing permissions and
 *  limitations under the License.
 *
 *=========================================================================*/
#ifndef itkGPUReduction_h
#define itkGPUReduction_h

#include "itkObject.h"
#include "itkGPUDataManager.h"
#include "itkGPUKernelManager.h"
#include "itkOpenCLUtil.h"

namespace itk
{
  itkGPUKernelClassMacro(GPUReductionKernel);

template< typename TElement >
class ITK_TEMPLATE_EXPORT GPUReduction :
  public Object
{
public:
  ITK_DISALLOW_COPY_AND_ASSIGN(GPUReduction);

  using Self = GPUReduction;
  using Superclass = Object;
  using Pointer = SmartPointer< Self >;
  using ConstPointer = SmartPointer< const Self >;

  itkNewMacro(Self);

  itkTypeMacro(GPUReduction,
               Object);

  using GPUDataPointer = GPUDataManager::Pointer;

  itkGetMacro(GPUDataManager, GPUDataPointer);
  itkGetMacro(GPUResult, TElement);
  itkGetMacro(CPUResult, TElement);

  itkGetOpenCLSourceFromKernelMacro(GPUReductionKernel);

  unsigned int NextPow2( unsigned int x );
  bool isPow2(unsigned int x);
  void GetNumBlocksAndThreads(int whichKernel, int n, int maxBlocks, int maxThreads, int &blocks, int &threads);
  unsigned int GetReductionKernel(int whichKernel, int blockSize, int isPowOf2);

  void AllocateGPUInputBuffer(TElement *h_idata = nullptr);
  void ReleaseGPUInputBuffer();
  void InitializeKernel(unsigned int size);

  TElement RandomTest();
  TElement GPUGenerateData();
  TElement CPUGenerateData(TElement *data, int size);

  TElement GPUReduce(  cl_int  n,
                  int  numThreads,
                  int  numBlocks,
                  int  maxThreads,
                  int  maxBlocks,
                  int  whichKernel,
                  bool cpuFinalReduction,
                  int  cpuFinalThreshold,
                  double* dTotalTime,
                  GPUDataPointer idata,
                  GPUDataPointer odata);

protected:
  GPUReduction();
  ~GPUReduction() override;
  void PrintSelf(std::ostream & os, Indent indent) const override;

  GPUKernelManager::Pointer m_GPUKernelManager;
  GPUDataPointer            m_GPUDataManager;

  /* GPU kernel handle for GPUComputeUpdate */
  int           m_ReduceGPUKernelHandle;
  int           m_TestGPUKernelHandle;

  unsigned int  m_Size;
  bool          m_SmallBlock;

  TElement      m_GPUResult, m_CPUResult;
};
} // end namespace itk

#ifndef ITK_MANUAL_INSTANTIATION
#include "itkGPUReduction.hxx"
#endif

#endif