f3c511060ce62072a34a50319237d28b82d10448,gpflow/mean_functions.py,Constant,__call__,#Constant#Any#,126

Before Change

    def __call__(self, X):
        shape = [tf.shape(X)[0], 1]
        return tf.tile(tf.reshape(self.c, (1, -1)), shape)


class Zero(Constant):

After Change

        self.c = Parameter(c)

    def __call__(self, X):
        tile_shape = tf.concat([tf.shape(X)[:-1], [1]], axis=0,)
        reshape_shape = tf.concat(
            [tf.ones(shape=(tf.rank(X) - 1), dtype=default_int()), [-1]], axis=0,
        )
        return tf.tile(tf.reshape(self.c, reshape_shape), tile_shape)

Instances