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3rdparty/opencv-4.5.4/modules/dnn/src/cuda4dnn/primitives/permute.hpp 2.13 KB
f4334277   Hu Chunming   提交3rdparty
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  // This file is part of OpenCV project.
  // It is subject to the license terms in the LICENSE file found in the top-level directory
  // of this distribution and at http://opencv.org/license.html.
  
  #ifndef OPENCV_DNN_SRC_CUDA4DNN_PRIMITIVES_PERMUTE_HPP
  #define OPENCV_DNN_SRC_CUDA4DNN_PRIMITIVES_PERMUTE_HPP
  
  #include "../../op_cuda.hpp"
  
  #include "../csl/stream.hpp"
  #include "../csl/tensor_ops.hpp"
  
  #include "../kernels/permute.hpp"
  
  #include <opencv2/core.hpp>
  
  #include <cstddef>
  #include <vector>
  #include <utility>
  
  namespace cv { namespace dnn { namespace cuda4dnn {
  
      template <class T>
      class PermuteOp final : public CUDABackendNode {
      public:
          using wrapper_type = GetCUDABackendWrapperType<T>;
  
          PermuteOp(csl::Stream stream_, std::vector<std::size_t> order_)
              : stream(std::move(stream_)), order(std::move(order_)) { }
  
          void forward(
              const std::vector<cv::Ptr<BackendWrapper>>& inputs,
              const std::vector<cv::Ptr<BackendWrapper>>& outputs,
              csl::Workspace& workspace) override
          {
              for (int i = 0; i < inputs.size(); i++)
              {
                  auto input_wrapper = inputs[i].dynamicCast<wrapper_type>();
                  auto input = input_wrapper->getView();
  
                  auto output_wrapper = outputs[i].dynamicCast<wrapper_type>();
                  auto output = output_wrapper->getSpan();
  
                  auto needsPermute = [&] {
                      for (int i = 0; i < order.size(); i++)
                          if (order[i] != i)
                              return true;
                      return false;
                  }();
  
                  if (needsPermute)
                  {
                      kernels::permute(stream, output, input, order);
                  }
                  else
                  {
                      if (input.get() != output.get())
                          csl::tensor_ops::copy(stream, output, input);
                  }
              }
          }
  
      private:
          csl::Stream stream;
          std::vector<std::size_t> order;
      };
  
  }}} /* namespace cv::dnn::cuda4dnn */
  
  #endif /* OPENCV_DNN_SRC_CUDA4DNN_PRIMITIVES_PERMUTE_HPP */