[Feat][WIP] QWen-1M context support[2/2]: Update block sparse attention backend

[FlamingoPg]

Motivation

Stack PR: [1/2]: https://github.com/sgl-project/sglang/pull/5847#event-17439387208

Todo: support cudagraphs for block sparse attention backend

Modifications

Checklist

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