human
Complete the below
def _create_zero_outputs(size, dtype, batch_size):

    ''''Create a zero outputs Tensor structure.'
    '''

What is a the Python code you requested?
assistant
#Here is the Python code you requested.
    def _t(s):
        return (s if isinstance(s, ops.Tensor) else constant_op.constant(tensor_shape.TensorShape(s).as_list(), dtype=dtypes.int32, name='zero_suffix_shape'))
    def _create(s, d):
        return array_ops.zeros(array_ops.concat(([batch_size], _t(s)), axis=0), dtype=d)
    return nest.map_structure(_create, size, dtype)