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Cleanup and refactor

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This commit is contained in:
Matúš Námešný
2024-03-11 20:39:44 +01:00
parent f3112311da
commit e0178e2d5c
7 changed files with 108 additions and 108 deletions
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23
include/layers/ilayer.cuh
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@@ -10,9 +10,26 @@ class ILayer {
public:
virtual ~ILayer() {}
virtual void forward(const float* input, float* output) = 0;
virtual void setWeights(const std::vector<std::vector<float>>& weights) = 0;
virtual void setBiases(const std::vector<float>& biases) = 0;
virtual void forward(const float* input, float* output) = 0;
virtual void setWeights(const float* weights) = 0;
virtual void setBiases(const float* biases) = 0;
private:
virtual void initializeWeights() = 0;
virtual void initializeBiases() = 0;
virtual void toCuda() = 0;
int inputSize;
int outputSize;
float* d_weights;
float* d_biases;
std::vector<float> weights;
std::vector<float> biases;
Activation activation;
};
} // namespace Layers