verl icon indicating copy to clipboard operation
verl copied to clipboard

[data] feat: TransferQueue - Support AgentLoop performance metrics & minor fix

Open 0oshowero0 opened this issue 2 months ago • 0 comments

What does this PR do?

  1. Support performance metrics statistics that requires tensor data
  2. Add stand-alone config structure for TransferQueue
  3. Modify TransferQueue initialization process to suit for multiple backends
  4. Fix create_transferqueue_client usage
  5. Unify some function names
  6. Add TODO

Checklist Before Starting

  • [x] Search for similar PRs. Paste at least one query link here: ...
  • [x] Format the PR title as [{modules}] {type}: {description} (This will be checked by the CI)
    • {modules} include fsdp, megatron, sglang, vllm, rollout, trainer, ci, training_utils, recipe, hardware, deployment, ray, worker, single_controller, misc, perf, model, algo, env, tool, ckpt, doc, data
    • If this PR involves multiple modules, separate them with , like [megatron, fsdp, doc]
    • {type} is in feat, fix, refactor, chore, test
    • If this PR breaks any API (CLI arguments, config, function signature, etc.), add [BREAKING] to the beginning of the title.
    • Example: [BREAKING][fsdp, megatron] feat: dynamic batching

Test

For changes that can not be tested by CI (e.g., algorithm implementation, new model support), validate by experiment(s) and show results like training curve plots, evaluation results, etc.

API and Usage Example

Demonstrate how the API changes if any, and provide usage example(s) if possible.

# Add code snippet or script demonstrating how to use this

Design & Code Changes

Demonstrate the high-level design if this PR is complex, and list the specific changes.

Checklist Before Submitting

[!IMPORTANT] Please check all the following items before requesting a review, otherwise the reviewer might deprioritize this PR for review.

0oshowero0 avatar Nov 25 '25 12:11 0oshowero0