// 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_RESHAPE_HPP #define OPENCV_DNN_SRC_CUDA4DNN_PRIMITIVES_RESHAPE_HPP #include "../../op_cuda.hpp" #include "../csl/stream.hpp" #include "../csl/tensor.hpp" #include "../csl/tensor_ops.hpp" #include namespace cv { namespace dnn { namespace cuda4dnn { template class ReshapeOp final : public CUDABackendNode { public: using wrapper_type = GetCUDABackendWrapperType; ReshapeOp(csl::Stream stream_) : stream(std::move(stream_)) { } void forward( const std::vector>& inputs, const std::vector>& outputs, csl::Workspace& workspace) override { /* sometimes the output shape is passed as extra inputs; hence, >= instead of == */ CV_Assert(inputs.size() >= outputs.size()); for (int i = 0; i < outputs.size(); i++) { auto input_wrapper = inputs[i].dynamicCast(); auto input = input_wrapper->getView(); auto output_wrapper = outputs[i].dynamicCast(); auto output = output_wrapper->getSpan(); if (input.get() != output.get()) { while (input.rank() < output.rank()) input.unsqueeze(); while (output.rank() < input.rank()) output.unsqueeze(); input.reshape_as(output); csl::tensor_ops::copy(stream, output, input); } } } private: csl::Stream stream; }; }}} /* namespace cv::dnn::cuda4dnn */ #endif /* OPENCV_DNN_SRC_CUDA4DNN_PRIMITIVES_RESHAPE_HPP */