CUDANet/src/cuda/layers/concat.cu

#include "concat.cuh"
#include "cuda_helper.cuh"

using namespace CUDANet::Layers;


Concat::Concat(const int inputASize, const int inputBSize)
    : inputASize(inputASize), inputBSize(inputBSize) {

    d_output = nullptr;
    CUDA_CHECK(cudaMalloc(
        (void**)&d_output, sizeof(float) * (inputASize + inputBSize)
    ));
}

Concat::~Concat() {
    cudaFree(d_output);
}

float* Concat::forward(const float* d_input_A, const float* d_input_B) {
    CUDA_CHECK(cudaMemcpy(
        d_output, d_input_A, sizeof(float) * inputASize, cudaMemcpyDeviceToDevice
    ));

    CUDA_CHECK(cudaMemcpy(
        d_output + inputASize, d_input_B,
        sizeof(float) * inputBSize, cudaMemcpyDeviceToDevice
    ));

    CUDA_CHECK(cudaDeviceSynchronize());

    return d_output;
}

int Concat::getOutputSize() {
    return inputASize + inputBSize;
};