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This repository was archived by the owner on Sep 1, 2021. It is now read-only.
This repository was archived by the owner on Sep 1, 2021. It is now read-only.

Improve Metrics and Dashboard #7

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Improve Metrics and Dashboard#7
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enhancementNew feature or requesthelp wantedExtra attention is needed

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@ryanolson
ryanolson
opened on Aug 7, 2018

Possible Metrics and Status

  • batches / second (counter/rate)
  • inference / second (counter/rate)
  • gpu power (gauge)
  • queue depth (gauge)
  • request time (summary quantile 50/90/99)
  • compute time (summary quantile 50/90/99)
  • load_ratio [request time / compute_time] (histogram: buckets [2, 4, 10, 100, 1000])

Grafana panels needs serious work. Anyone have a good way to visualize Prometheus histograms with Grafana?

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