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WIP Migrate Dense layer

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This commit is contained in:
Matúš Námešný
2025-11-18 21:12:47 +01:00
parent 64eac7050b
commit 7f203b8947
14 changed files with 116 additions and 221 deletions
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45
include/layers/dense.hpp
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@@ -18,23 +18,23 @@ class Dense : public Layer {
~Dense();
CUDANet::Tensor& forward(CUDANet::Tensor &input);
CUDANet::Tensor& forward(CUDANet::Tensor &input) override;
CUDANet::Shape input_shape();
CUDANet::Shape input_shape() override;
CUDANet::Shape output_shape();
CUDANet::Shape output_shape() override;
size_t input_size();
size_t input_size() override;
size_t output_size();
size_t output_size() override;
void set_weights(CUDANet::Tensor &input);
void set_weights(void *input) override;
CUDANet::Tensor& get_weights();
CUDANet::Tensor& get_weights() override;
void set_biases(CUDANet::Tensor &input);
void set_biases(void *input) override;
CUDANet::Tensor& get_biases();
CUDANet::Tensor& get_biases() override;
private:
CUDANet::Backend *backend;
@@ -45,32 +45,7 @@ class Dense : public Layer {
CUDANet::Tensor weights;
CUDANet::Tensor biases;
void init_weights();
void init_biases();
// #ifdef USE_CUDA
// float* d_output;
// float* d_weights;
// float* d_biases;
// // Precompute kernel launch parameters
// int forwardGridSize;
// int biasGridSize;
// /**
// * @brief Copy the weights and biases to the device
// *
// */
// void toCuda();
// void initCUDA();
// void delCUDA();
// float* forwardCUDA(const float* d_input);
// #endif
CUDANet::Tensor output;
};
} // namespace CUDANet::Layers