368df8ef04dfc289e3c6d5a177336f97bb233ae7,keras/regularizers.py,ActivityRegularizer,__call__,#ActivityRegularizer#Any#,46

Before Change

    def __call__(self, loss):
        loss += self.l1 * T.sum(T.mean(abs(self.layer.get_output(True)), axis=0))
        loss += self.l2 * T.sum(T.mean(self.layer.get_output(True) ** 2, axis=0))
        return loss

    def get_config(self):

After Change

        self.layer = layer

    def __call__(self, loss):
        output = self.layer.get_output(True)
        loss += self.l1 * K.sum(K.mean(K.abs(output), axis=0))
        loss += self.l2 * K.sum(K.mean(output ** 2, axis=0))
        return loss

Instances