def _create_kvstore(kvstore, num_device, arg_params):
    """Create kvstore
    This function select and create a proper kvstore if given the kvstore type.

    Parameters
    ----------
    kvstore : KVStore or str
        The kvstore.
    num_device : int
        The number of devices
    arg_params : dict of str to `NDArray`.
        Model parameter, dict of name to `NDArray` of net's weights.
    """
    update_on_kvstore = bool(int(os.getenv('MXNET_UPDATE_ON_KVSTORE', "1")))
    if kvstore is None:
        kv = None
    elif isinstance(kvstore, kvs.KVStore):
        kv = kvstore
    elif isinstance(kvstore, str):
        # create kvstore using the string type
        if num_device == 1 and 'dist' not in kvstore:
            # no need to use kv for single device and single machine
            kv = None
        else:
            kv = kvs.create(kvstore)
            if kvstore == 'local':
            # automatically select a proper local
                max_size = max(np.prod(param.shape) for param in
                               arg_params.values())
                if max_size > 1024 * 1024 * 16:
                    update_on_kvstore = False
    else:
        raise TypeError('kvstore must be KVStore, str or None')

    if kv is None:
        update_on_kvstore = False

    return (kv, update_on_kvstore)
Create kvstore
    This function select and create a proper kvstore if given the kvstore type.

    Parameters
    ----------
    kvstore : KVStore or str
        The kvstore.
    num_device : int
        The number of devices
    arg_params : dict of str to `NDArray`.
        Model parameter, dict of name to `NDArray` of net's weights.