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serializatioin / deserialization and tests

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Shin
2016-04-06 15:54:47 +02:00
parent adb6708b39
commit 17cbf5effe
28 changed files with 437 additions and 280 deletions
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13
include/NeuralNetwork/ActivationFunction/HyperbolicTangent.h
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@@ -13,17 +13,24 @@ namespace ActivationFunction {
inline virtual float derivatedOutput(const float &,const float &output) const override { return lambda*(1-output*output); }
inline virtual float operator()(const float &x) const override { return tanh(lambda*x); };
inline virtual float operator()(const float &x) const override { return tanh(lambda*x); }
;
virtual ActivationFunction* clone() const override {
return new HyperbolicTangent(lambda);
}
virtual std::string stringify() const override {
return "{ \"class\": \"NeuralNetwork::ActivationFunction::HyperbolicTangent\", \"lamba\" : "+std::to_string(lambda)+"}";
virtual SimpleJSON::Type::Object serialize() const override {
return {{"class", "NeuralNetwork::ActivationFunction::HyperbolicTangent"}, {"lambda", lambda}};
}
static std::unique_ptr<HyperbolicTangent> deserialize(const SimpleJSON::Type::Object &obj) {
return std::unique_ptr<HyperbolicTangent>(new HyperbolicTangent(obj["lambda"].as<double>()));
}
protected:
float lambda;
NEURAL_NETWORK_REGISTER_ACTIVATION_FUNCTION(NeuralNetwork::ActivationFunction::HyperbolicTangent, HyperbolicTangent::deserialize)
};
}
}