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@kris1025 kris1025 commented Sep 1, 2025

Summary by CodeRabbit

  • Bug Fixes

    • Ensures proper cleanup of per-session resources after speculative decoding, preventing stale state on slot reuse and improving stability and reliability.
  • Tests

    • Updated CUDA Graph configuration in integration tests to use default settings, aligning tests with current runtime behavior.

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@kris1025 kris1025 requested a review from a team as a code owner September 1, 2025 08:52
@kris1025 kris1025 changed the title Mr fix bug 5485886 [https://nvbugs/5485886][fix] fix resource free of Eagle3ResourceManager Sep 1, 2025
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📝 Walkthrough

Walkthrough

Updates Eagle3ResourceManager.free_resources to reset per-slot state (seq_lens and start_indices) using slot_id from SlotManager before removing the slot. Test adjusts CudaGraphConfig in TestQwen3_8B.test_eagle3 to use default parameters instead of specifying batch_sizes.

Changes

Cohort / File(s) Summary
Speculative decoding resource cleanup
tensorrt_llm/_torch/speculative/eagle3.py
In free_resources, fetch slot_id via SlotManager.get_slot(request_id), reset seq_lens[slot_id] and start_indices[slot_id] to 0, then call SlotManager.remove_slot(request_id).
Integration test config adjustment
tests/integration/defs/accuracy/test_llm_api_pytorch.py
In TestQwen3_8B.test_eagle3, change CudaGraphConfig(batch_sizes=[1]) to CudaGraphConfig().

Sequence Diagram(s)

sequenceDiagram
  autonumber
  participant Test/Caller as Caller
  participant Manager as Eagle3ResourceManager
  participant SlotMgr as SlotManager
  participant State as Per-slot State

  Caller->>Manager: free_resources(request)
  Manager->>SlotMgr: get_slot(request.request_id)
  SlotMgr-->>Manager: slot_id
  Manager->>State: seq_lens[slot_id] = 0
  Manager->>State: start_indices[slot_id] = 0
  Manager->>SlotMgr: remove_slot(request.request_id)
  SlotMgr-->>Manager: ack
  Manager-->>Caller: done
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Estimated code review effort

🎯 2 (Simple) | ⏱️ ~10 minutes

Possibly related PRs

Suggested labels

Speculative Decoding, CI

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  • byshiue
  • yilin-void
  • syuoni
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Actionable comments posted: 1

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📥 Commits

Reviewing files that changed from the base of the PR and between 16e9d11 and 14fb989.

📒 Files selected for processing (2)
  • tensorrt_llm/_torch/speculative/eagle3.py (1 hunks)
  • tests/integration/defs/accuracy/test_llm_api_pytorch.py (1 hunks)
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  • tensorrt_llm/_torch/speculative/eagle3.py
  • tests/integration/defs/accuracy/test_llm_api_pytorch.py
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  • tests/integration/defs/accuracy/test_llm_api_pytorch.py
🧠 Learnings (1)
📚 Learning: 2025-08-26T09:37:10.463Z
Learnt from: jiaganc
PR: NVIDIA/TensorRT-LLM#7031
File: tensorrt_llm/bench/dataclasses/configuration.py:90-104
Timestamp: 2025-08-26T09:37:10.463Z
Learning: In TensorRT-LLM's bench configuration, the `get_pytorch_perf_config()` method returns `self.pytorch_config` which is a Dict[str, Any] that can contain default values including `cuda_graph_config`, making the fallback `llm_args["cuda_graph_config"]` safe to use.

Applied to files:

  • tests/integration/defs/accuracy/test_llm_api_pytorch.py
🧬 Code graph analysis (2)
tensorrt_llm/_torch/speculative/eagle3.py (2)
tensorrt_llm/_torch/pyexecutor/resource_manager.py (1)
  • get_slot (1011-1012)
tensorrt_llm/_torch/attention_backend/interface.py (2)
  • seq_lens (177-178)
  • seq_lens (181-202)
tests/integration/defs/accuracy/test_llm_api_pytorch.py (1)
tensorrt_llm/llmapi/llm_args.py (1)
  • CudaGraphConfig (108-165)
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🔇 Additional comments (1)
tests/integration/defs/accuracy/test_llm_api_pytorch.py (1)

2318-2321: No change needed: default CudaGraphConfig is safe
Default CudaGraphConfig() uses max_batch_size=0, which is coerced to 128 in the generation logic, yielding valid non-zero batch_sizes and avoiding any log(0) errors.

@kris1025 kris1025 requested a review from mikeiovine September 1, 2025 09:06
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Thanks for fixing

Signed-off-by: linquanh <[email protected]>
@kris1025 kris1025 changed the title [https://nvbugs/5485886][fix] fix resource free of Eagle3ResourceManager [https://nvbugs/5485886][fix] Fix resource free of Eagle3ResourceManager Sep 3, 2025
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kris1025 commented Sep 3, 2025

/bot run

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PR_Github #17473 [ run ] triggered by Bot

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PR_Github #17473 [ run ] completed with state SUCCESS
/LLM/main/L0_MergeRequest_PR pipeline #13131 completed with status: 'FAILURE'

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kris1025 commented Sep 3, 2025

/bot run

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kris1025 commented Sep 4, 2025

/bot run

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PR_Github #17608 [ run ] triggered by Bot

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PR_Github #17608 [ run ] completed with state SUCCESS
/LLM/main/L0_MergeRequest_PR pipeline #13238 completed with status: 'SUCCESS'

@kris1025 kris1025 merged commit cce9556 into NVIDIA:main Sep 4, 2025
7 of 9 checks passed
greg-kwasniewski1 pushed a commit to nv-auto-deploy/TensorRT-LLM that referenced this pull request Sep 4, 2025
Wong4j pushed a commit to Wong4j/TensorRT-LLM that referenced this pull request Sep 20, 2025
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4 participants