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[Metrics] Collect more fine grained metrics for p2p comms #410

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jorgeantonio21 opened this issue Feb 14, 2025 · 1 comment
Open
7 tasks done

[Metrics] Collect more fine grained metrics for p2p comms #410

jorgeantonio21 opened this issue Feb 14, 2025 · 1 comment

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@jorgeantonio21
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jorgeantonio21 commented Feb 14, 2025

In order for clients to best route their requests in the best possible way, it is necessary to collect the more fine grained metrics available:

  • Accelerator max and optimal thermal and power values (vendor and accelerator specific);
  • Number of received inference requests for given model;
  • Inter token latency (on average);
  • Time to first token (on average);
  • Number of total requests;
  • Number of successful requests;
  • Number of failed requests.
@maschad
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maschad commented Feb 15, 2025

I've removed the first two metrics for a separate issue as it's more involved

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