[https://nvbugs/6445316][fix] Renamed the worker's forward method to _forward_impl (matching every sibling…

[chenfeiz0326]

Summary

• Root cause: MTPEagleDynamicTreeWorker overrode SpecWorkerBase.forward, which init_subclass forbids, raising TypeError at import and breaking all test collection.
• Fix: Renamed the worker's forward method to _forward_impl (matching every sibling worker); committed ONLY the single file to avoid prior LFS scope-creep.
• Automated fix generated by repair-bot

Test plan

• Verify fix on the same GPU type as the original failure
• Check for regressions in related tests

Links

• Bug: https://nvbugs/6445316

Dev Engineer Review

• Renamed MTPEagleDynamicTreeWorker.forward to _forward_impl without changing its signature, implementation, or NVTX decorator.
• Resolves the import-time TypeError enforced by SpecWorkerBase.__init_subclass__.
• Scope is limited to the intended single-line method rename; no configuration, test-list, or unrelated API changes.

QA Engineer Review

• No test changes.

[coderabbitai]

No actionable comments were generated in the recent review. 🎉

ℹ️ Recent review info

⚙️ Run configuration

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Review profile: CHILL

Plan: Enterprise

Run ID: e6fbf5ff-7b19-4b27-813f-5710f144c92c

📥 Commits

Reviewing files that changed from the base of the PR and between 9cd6a49 and 37c6bc8.

📒 Files selected for processing (1)

• tensorrt_llm/_torch/speculative/mtp_dynamic_tree.py

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Walkthrough

Renames MTPEagleDynamicTreeWorker.forward to _forward_impl while preserving its parameters, implementation body, and NVTX decorator.

Changes

Dynamic tree worker entrypoint

Layer / File(s)	Summary
Rename worker entrypoint tensorrt_llm/_torch/speculative/mtp_dynamic_tree.py	The decorated worker method is renamed from forward to _forward_impl without changing its signature or body.

Estimated code review effort: 1 (Trivial) | ~2 minutes

Possibly related PRs

• NVIDIA/TensorRT-LLM#16724: Makes the same entrypoint rename in the same file.
• NVIDIA/TensorRT-LLM#16727: Directly overlaps this method rename.
• NVIDIA/TensorRT-LLM#16728: Applies the same rename with an unchanged signature.

Suggested reviewers: sunnyqgg

🚥 Pre-merge checks | ✅ 5

✅ Passed checks (5 passed)

Check name	Status	Explanation
Title check	✅ Passed	The title clearly matches the main change: renaming MTPEagleDynamicTreeWorker.forward to _forward_impl to fix the import-time TypeError.
Description check	✅ Passed	It includes a summary, test plan, and bug link; only the template's explicit Description section and checklist are missing.
Docstring Coverage	✅ Passed	No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
Linked Issues check	✅ Passed	Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check	✅ Passed	Check skipped because no linked issues were found for this pull request.

✨ Finishing Touches

🧪 Generate unit tests (beta)

• Create PR with unit tests

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[cascade812]

This PR is duplicated with #16728 Same issue has been fixed by #16724.