def METHOD_NAME(video_files, sequence_length=8, target_size=224,stride=30):
    pipeline = Pipeline(1, 4, 0, seed=42)
    with pipeline:
        images = fn.readers.video(device="gpu", filenames=video_files,
                                  sequence_length=sequence_length, stride=stride,
                                  shard_id=0, num_shards=1, random_shuffle=False,
                                  pad_last_batch=True, name="Reader")
        images = fn.crop_mirror_normalize(images,
                                          dtype=types.FLOAT,
                                          output_layout="FCHW",
                                          crop=(target_size, target_size),
                                          mean=[0.485 * 255, 0.456 * 255, 0.406 * 255],
                                          std=[0.229 * 255, 0.224 * 255, 0.225 * 255])
        pipeline.set_outputs(images)
    return pipeline