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[Feat]Handle-Based Runner-Owned VocoderCUDAGraphManager - #7042

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sphinxkkkbc wants to merge 8 commits into

vllm-project:mainfrom

sphinxkkkbc:feat/runner_owned_graph_lifecycle

Commits on Sep 4, 2026
- Initial Integration
  sphinxkkkbc
  committed
  0a7bd62
Commits on Sep 5, 2026
- 1.Unify graph binding on VocoderGraphHandle; 2. Simplify runtime stats; 3. Remove redundant scalar config validation; 4. Clarify Routine ownership without hard restrictions
  sphinxkkkbc
  committed
  7058584
- refine lazy_capture usage and test, remove unnecessary cast
  sphinxkkkbc
  committed
  1735f71
Commits on Sep 6, 2026
- consolidate test
  sphinxkkkbc
  committed
  1e536c7
- Recovering Drift Behavior During Migration
  sphinxkkkbc
  committed
  525e895
- [Cleanup] Simplify vocoder CUDA Graph ownership contracts
  sphinxkkkbc
  committed
  4d14090
- refactor qwen3tts integration
  sphinxkkkbc
  committed
  1a97752
- cleanup and unifie helpers
  sphinxkkkbc
  committed
  12da164