5a945d67b37120610880c3323224a4e86404ae1d,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

    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)


class Zero(Constant):
    def __init__(self, output_dim=1):

Instances