Skip to content

[CI] Same-batch comparability for /overview data / /overview 数据的同批次可比性 #2304

Description

@edwingao28

/overview data gaps aren't a timeout problem — normal benchmarks run ~15–80 min against a 480–500 min cap. The gap is that hardware isn't run in the same batch, so cross-hardware numbers aren't strictly comparable.

Not the fix: raising CI runtime/timeout.

Approach — a calibration workflow: pin one snapshot (same commit / image / model / config / workload), run it across the exec-relevant hardware, and publish the result as a single dated snapshot. Pilot small first; expand only if the pilot proves comparability. Pilot scope TBD in thread.

Next phase for SemiAnalysisAI/InferenceX-app#611 — not a blocker for the current /overview PR.


/overview 的数据缺口不是超时问题——常规 benchmark 只跑约 15–80 分钟,而上限是 480–500 分钟。真正的缺口在于不同硬件没有在同一批次运行,因此跨硬件的数字并不严格可比。

不是解决方案:提高 CI 运行时长/超时上限。

方案——校准 workflow:固定一个 snapshot(相同的 commit/镜像/模型/配置/workload),在面向高层的相关硬件上运行,并将结果作为一个带日期的 snapshot 发布。先做小规模 pilot;仅当 pilot 证明可比性后再扩展。Pilot 范围在 issue 讨论中再定。

SemiAnalysisAI/InferenceX-app#611 的下一阶段——不阻塞当前 /overview PR。

Metadata

Metadata

Assignees

Labels

No labels
No labels

Type

No type

Projects

Status
No status

Milestone

No milestone

Relationships

None yet

Development

No branches or pull requests

Issue actions