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Implement simple input layer
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34
src/layers/input.cu
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34
src/layers/input.cu
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#include "cuda_helper.cuh"
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#include "input.cuh"
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Layers::Input::Input(int inputSize) : inputSize(inputSize) {
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d_output = nullptr;
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CUDA_CHECK(cudaMalloc((void**)&d_output, sizeof(float) * inputSize));
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}
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Layers::Input::~Input() {
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cudaFree(d_output);
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}
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/*
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Copies host input to device d_output
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Args
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const float* input Host pointer to input data
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float* d_output Device pointer to input data copied to device
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*/
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float* Layers::Input::forward(const float* input) {
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CUDA_CHECK(cudaMemcpy(
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d_output, input, sizeof(float) * inputSize, cudaMemcpyHostToDevice
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));
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return d_output;
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}
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void Layers::Input::setWeights(const float* weights) {}
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void Layers::Input::setBiases(const float* biases) {}
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void Layers::Input::initializeWeights() {}
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void Layers::Input::initializeBiases() {}
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void Layers::Input::toCuda() {}
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