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Migrate concat layer
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57
include/layers/concat.hpp
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57
include/layers/concat.hpp
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#ifndef CUDANET_CONCAT_LAYER_H
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#define CUDANET_CONCAT_LAYER_H
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#include "layer.hpp"
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namespace CUDANet::Layers {
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/**
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* @brief Concatenate layers
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*
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*/
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class Concat {
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public:
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/**
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* @brief Create a new Concat layer
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*
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* @param inputASize Size of the first input
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* @param inputBSize Size of the second input
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*/
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Concat(const int inputASize, const int inputBSize);
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/**
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* @brief Destroy the Concat layer
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*
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*/
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~Concat();
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/**
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* @brief Concatenates the two inputs
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*
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* @param d_input_A Device pointer to the first input
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* @param d_input_B Device pointer to the second input
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*
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* @return Device pointer to the output
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*/
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float* forward(const float* d_input_A, const float* d_input_B);
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int getOutputSize();
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private:
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int inputASize;
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int inputBSize;
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float* forwardCPU(const float* input_A, const float* input_B);
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#ifdef USE_CUDA
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float* d_output;
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float* forwardCUDA(const float* d_input_A, const float* d_input_B);
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void initCUDA();
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void delCUDA();
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#endif
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};
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} // namespace CUDANet::Layers
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#endif // CUDANET_CONCAT_LAYER_H
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