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We Are Facing Performance Issues Of Our Self-Hosted Clearml Server
Looking At The Cpu Utilization \ Memory \ Networking We Couldn'T Identify A Bottleneck
We Are At The Moment Using ~100 Workers For Some Hpo, And The Main Performance Issues We Observe Are
DepressedChimpanzee34
I am actually curious now, why is the default like this? maybe more people are facing similar bottlenecks?
On "regular" load there is no need for multiple processes, and the memory consumption might be more important than reply lag (at least before you start to scale)
DisturbedWalrus17
By spawning multiple processes for the API server, it looks like we utilise the CPU more now but the UI and API calls are still lagging a lot
Can you try with even more processes?
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3 years ago
one year ago