modules/dnn/src/cuda4dnn/kernels/max_unpooling.hpp

   1 // This file is part of OpenCV project.
   2 // It is subject to the license terms in the LICENSE file found in the top-level directory
   3 // of this distribution and at http://opencv.org/license.html.
   4
   5 #ifndef OPENCV_DNN_SRC_CUDA4DNN_KERNELS_MAX_UNPOOLING_HPP
   6 #define OPENCV_DNN_SRC_CUDA4DNN_KERNELS_MAX_UNPOOLING_HPP
   7
   8 #include "../csl/stream.hpp"
   9 #include "../csl/tensor.hpp"
  10
  11 #include <cstddef>
  12 #include <vector>
  13
  14 namespace cv { namespace dnn { namespace cuda4dnn { namespace kernels {
  15
  16     template <class T>
  17     void max_pooling_with_indices(
  18         const csl::Stream& stream,
  19         csl::TensorSpan<T> output, csl::TensorSpan<T> indices, csl::TensorView<T> input,
  20         const std::vector<std::size_t>& kernel_size, const std::vector<std::size_t>& strides,
  21         const std::vector<std::size_t>& padding_left);
  22
  23     template <class T>
  24     void max_unpooling(
  25         const csl::Stream& stream,
  26         csl::TensorSpan<T> output, csl::TensorView<T> input, csl::TensorView<T> indices,
  27         const std::vector<std::size_t>& window_size, const std::vector<std::size_t>& strides,
  28         const std::vector<std::size_t>& padding_left);
  29
  30 }}}} /* namespace cv::dnn::cuda4dnn::kernels */
  31
  32 #endif /* OPENCV_DNN_SRC_CUDA4DNN_KERNELS_MAX_UNPOOLING_HPP */