math_functions.hpp

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#ifndef _OPENCV_GREENTEA_MATH_FUNCTIONS_HPP_
#define _OPENCV_GREENTEA_MATH_FUNCTIONS_HPP_
#include "common.hpp"

namespace cv
{
namespace dnn
{
namespace ocl4dnn
{

enum CBLAS_TRANSPOSE {CblasNoTrans=111, CblasTrans=112, CblasConjTrans=113};

template<typename Dtype>
bool ocl4dnnGEMMCommon(const CBLAS_TRANSPOSE TransB,
                       const int32_t M, const int32_t N, const int32_t K,
                       const UMat A, const UMat B,
                       const UMat B_image, UMat C,
                       const size_t max_image_size);

template<typename Dtype>
ocl::Image2D ocl4dnnGEMMCopyBufferToImage(UMat buffer, int offset,
                                          bool is_matrix_a, bool transpose,
                                          bool padding, int padded_height,
                                          int padded_width, int height,
                                          int width,  int ld);

template<typename Dtype>
bool ocl4dnnGEMV(const CBLAS_TRANSPOSE TransA,
                 const int32_t M, const int32_t N, const Dtype alpha,
                 const UMat A, const int32_t offA, const UMat x,
                 const int32_t offx, const Dtype beta, UMat y,
                 const int32_t offy);

template<typename Dtype>
bool ocl4dnnAXPY(const int32_t N, const Dtype alpha,
                 const UMat x, const int32_t offx, UMat y,
                 const int32_t offy);

} // namespace ocl4dnn
} // namespace dnn
} // namespce cv

#endif