feature: SD3 support Cache/TGate/ToDo and base optimization · Pull Request !1 · MindSpore Lab/mindone

# What does this PR do?

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Fixes # (issue)

Adds # (feature)

## Before submitting
- [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
- [ ] Did you read the [contributor guideline](https://github.com/mindspore-lab/mindone/blob/master/CONTRIBUTING.md)?
- [ ] Did you make sure to update the documentation with your changes? E.g. record bug fixes or new features in `What's New`. Here are the
      [documentation guidelines](https://github.com/mindspore-lab/mindcv/wiki/%E6%96%87%E6%A1%A3%E7%BC%96%E5%86%99%E8%A7%84%E8%8C%83)
- [ ] Did you build and run the code without any errors?
- [ ] Did you report the running environment (NPU type/MS version) and performance in the doc? (better record it for data loading, model inference, or training tasks)
- [ ] Did you write any new necessary tests?

## Who can review?

Anyone in the community is free to review the PR once the tests have passed. Feel free to tag
members/contributors who may be interested in your PR.

@xxx

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类型	指派人员	状态
审查	代宇鑫	进行中 (0/1人)
测试	代宇鑫	进行中 (0/1人)

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