def METHOD_NAME(self, num_iter, warmup=5):
    """
    Benchmark the speed of taking raw samples from the dataset.
    """
    def loader():
        while True:
            for k in self.sampler:
                yield self.dataset[k]
    self._benchmark(loader(), num_iter, warmup, "Dataset Alone")