Add lazy-resampling benchmark tutorial (#1322)

part of Project-MONAI/MONAI#6156

### Description
Show lazy-resampling benchmark results on 3d spleen segmentation. The
results include the following two main parts.
- Time spent on each transform and the total amount of data preparation
in the lazy and non-lazy mode.
- End-to-end time comparison

### Checks
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Avoid including large-size files in the PR.
- [ ] Clean up long text outputs from code cells in the notebook.
- [ ] For security purposes, please check the contents and remove any
sensitive info such as user names and private key.
- [ ] Ensure (1) hyperlinks and markdown anchors are working (2) use
relative paths for tutorial repo files (3) put figure and graphs in the
`./figure` folder
- [ ] Notebook runs automatically `./runner.sh -t <path to .ipynb file>`

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Signed-off-by: KumoLiu <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

Author: KumoLiu