docs: steady-state metrics reporting design proposal - #447
Open
nv-alicheng wants to merge 1 commit into
Open
Conversation
Post-processing step (and ad-hoc CLI over events.jsonl) that reports steady-state metrics — super-pass windowing, guarded drain-tail cut, CoV ensemble + trend gate (drift up/down), hairball, edge-case handling. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
|
MLCommons CLA bot All contributors have signed the MLCommons CLA ✍️ ✅ |
nvzhihanj
reviewed
Aug 14, 2026
| Averaging over these transients understates throughput and overstates tail | ||
| latency. The magnitude is workload-dependent and can be large for the tail: in | ||
| experiments over recorded runs (single-turn concurrency, offline/max-throughput, | ||
| Poisson, and multi-turn agentic, including runs on Hecate), the reported p99 TTFT |
Collaborator
There was a problem hiding this comment.
Remove the name of the cluster (and overwrite the commit please)
nvzhihanj
reviewed
Aug 14, 2026
Comment on lines
+64
to
+66
| a run killed by `SIGKILL`/OOM before the log is flushed yields a truncated log; | ||
| the step must degrade to a best-effort result with a status flag rather than | ||
| fail (§5.6). |
Collaborator
There was a problem hiding this comment.
Maybe I am not reading it in the right way - but I thought it should fail if the original run fails?
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Post-processing step (and ad-hoc CLI over events.jsonl) that reports steady-state metrics — super-pass windowing, guarded drain-tail cut, CoV ensemble + trend gate (drift up/down), hairball, edge-case handling.
What does this PR do?
Adds a design doc for a new steady-state window detection and metrics reporting feature
Type of change
Related issues
cc @arekay-nv to tag any related issues
Testing
Checklist