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[JAX SC] perf: Optimize deduplication logic in sparse core.

  • Remove redundant check on [dedup_]bucket_id.
  • Reordered checks to short-circuit faster.
  • Added inline hints.

* Remove redundant check on `[dedup_]bucket_id`.
* Reordered checks to short-circuit faster.
* Added inline hints.

PiperOrigin-RevId: 838886676
@copybara-service copybara-service bot merged commit 0fc72d1 into main Dec 1, 2025
@copybara-service copybara-service bot deleted the test_838207733 branch December 1, 2025 20:29
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