6c458ff28103580bbc3ba3d1acb38dc8e7eb12b2,keras/layers/advanced_activations.py,ELU,get_output,#ELU#Any#,62

Before Change

    def get_output(self, train):
        X = self.get_input(train)
        return ((X + abs(X)) / 2.0) + self.alpha * (T.exp((X - abs(X)) / 2.0) - 1)

    def get_config(self):
        config = {"name": self.__class__.__name__,

After Change

        self.alpha = alpha

    def get_output(self, train):
        X = self.get_input(train)
        pos = K.relu(X)
        neg = (X - abs(X)) * 0.5
        return pos + self.alpha * (K.exp(neg) - 1.)

    def get_config(self):

Instances