advanced_activations.py 文件源码

def get_config(self):
        config = {
                'alpha_pos_initializer': initializers.serialize(self.alpha_pos_initializer),
                'alpha_neg_initializer': initializers.serialize(self.alpha_neg_initializer),
                'beta_pos_initializer': initializers.serialize(self.beta_pos_initializer),
                'beta_neg_initializer': initializers.serialize(self.beta_neg_initializer),
                'rho_pos_initializer': initializers.serialize(self.rho_pos_initializer),
                'rho_neg_initializer': initializers.serialize(self.rho_neg_initializer),

                'alpha_pos_constraint': constraints.serialize(self.alpha_pos_constraint),
                'alpha_neg_constraint': constraints.serialize(self.alpha_neg_constraint),
                'beta_pos_constraint': constraints.serialize(self.beta_pos_constraint),
                'beta_neg_constraint': constraints.serialize(self.beta_neg_constraint),
                'rho_pos_constraint': constraints.serialize(self.rho_pos_constraint),
                'rho_neg_constraint': constraints.serialize(self.rho_neg_constraint),

                'alpha_pos_regularizer': regularizers.serialize(self.alpha_pos_regularizer),
                'alpha_neg_regularizer': regularizers.serialize(self.alpha_neg_regularizer),
                'beta_pos_regularizer': regularizers.serialize(self.beta_pos_regularizer),
                'beta_neg_regularizer': regularizers.serialize(self.beta_neg_regularizer),
                'rho_pos_regularizer': regularizers.serialize(self.rho_pos_regularizer),
                'rho_neg_regularizer': regularizers.serialize(self.rho_neg_regularizer),
        }
        base_config = super(PowerPReLU, self).get_config()
        return dict(list(base_config.items()) + list(config.items()))