GitLab

* [Example] Optimize online_softmax example

- Y should be output in float16.
- BN needs to be equal to N to be really online.
- On my H100 machine, this increase speedup from 1.424x to 2.788x.

* enhance

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Co-authored-by: LeiWang1999 <leiwang1999@outlook.com>