[torch.compile] register blocksparse attention

[youkaichao]

inline the additional abstraction, and pass all necessary parameters directly into the custom op because custom op can only accept Python constants and tensors.

it makes the op possible to appear as one custom op during torch compile .

[github-actions]

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