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23 lines
477 B
C++
23 lines
477 B
C++
#ifndef LAYERS_HPP
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#define LAYERS_HPP
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#include <Eigen/Dense>
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class Layer {
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public:
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Layer();
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virtual void forward(const Eigen::VectorXd& input_data);
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virtual void backward(const Eigen::VectorXd& output_gradient, double learning_rate);
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const Eigen::VectorXd& getOutput() const;
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const Eigen::VectorXd& getInputGradient() const;
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protected:
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Eigen::VectorXd input;
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Eigen::VectorXd output;
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Eigen::VectorXd input_gradient;
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};
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#endif // LAYERS_HPP
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