Diffusion bundle support monai service

[Can-Zhao]

Add validate in train_autoencoder.json Use brats18 as data

Fixes #544 .

Description

A few sentences describing the changes proposed in this pull request.

Status

Ready/Work in progress/Hold

Please ensure all the checkboxes:

• [x] Codeformat tests passed locally by running ./runtests.sh --codeformat.
• [ ] In-line docstrings updated.
• [ ] Update version and changelog in metadata.json if changing an existing bundle.
• [ ] Please ensure the naming rules in config files meet our requirements (please refer to: CONTRIBUTING.md).
• [ ] Ensure versions of packages such as monai, pytorch and numpy are correct in metadata.json.
• [ ] Descriptions should be consistent with the content, such as eval_metrics of the provided weights and TorchScript modules.
• [ ] Files larger than 25MB are excluded and replaced by providing download links in large_file.yml.
• [ ] Avoid using path that contains personal information within config files (such as use /home/your_name/ for "bundle_root").

[yiheng-wang-nv]

Hi @Can-Zhao , could you update the version and change log for the bundle? https://github.com/Project-MONAI/model-zoo/actions/runs/7217242764/job/19664741489?pr=541#step:7:631