#ifndef OPENPOSE_NET_RESIZE_AND_MERGE_CAFFE_HPP #define OPENPOSE_NET_RESIZE_AND_MERGE_CAFFE_HPP #include namespace op { // It mostly follows the Caffe::layer implementation, so Caffe users can easily use it. However, in order to keep // the compatibility with any generic Caffe version, we keep this 'layer' inside our library rather than in the // Caffe code. template class ResizeAndMergeCaffe { public: explicit ResizeAndMergeCaffe(); virtual ~ResizeAndMergeCaffe(); virtual void LayerSetUp(const std::vector*>& bottom, const std::vector*>& top); virtual void Reshape(const std::vector*>& bottom, const std::vector*>& top, const T netFactor, const T scaleFactor, const bool mergeFirstDimension = true, const int gpuID = 0); virtual inline const char* type() const { return "ResizeAndMerge"; } void setScaleRatios(const std::vector& scaleRatios); virtual void Forward(const std::vector*>& bottom, const std::vector*>& top); virtual void Forward_cpu(const std::vector*>& bottom, const std::vector*>& top); virtual void Forward_gpu(const std::vector*>& bottom, const std::vector*>& top); virtual void Forward_ocl(const std::vector*>& bottom, const std::vector*>& top); virtual void Backward_cpu(const std::vector*>& top, const std::vector& propagate_down, const std::vector*>& bottom); virtual void Backward_gpu(const std::vector*>& top, const std::vector& propagate_down, const std::vector*>& bottom); private: std::vector mTempGPUData; std::vector mScaleRatios; std::vector> mBottomSizes; std::array mTopSize; int mGpuID; DELETE_COPY(ResizeAndMergeCaffe); }; } #endif // OPENPOSE_NET_RESIZE_AND_MERGE_CAFFE_HPP