itkGPUReduction.h

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/*=========================================================================
 *
 *  Copyright NumFOCUS
 *
 *  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
 *
 *         https://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_MOVE(GPUReduction);

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

  itkNewMacro(Self);

  itkOverrideGetNameOfClassMacro(GPUReduction);
 
  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