def METHOD_NAME(data_dir,
                batch_size,
                crop_size,
                resize_size,
                place=None):
    val_dataset = ImageNetDataset(
        "./ILSVRC2012_data_demo/ILSVRC2012/", mode='val')
    val_loader = paddle.io.DataLoader(
        val_dataset,
        feed_list=[image, label],
        batch_size=batch_size,
        shuffle=False,
        drop_last=False,
        num_workers=0,
        return_list=False)
    return val_loader