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Hey All, I Want To Purchase The Pro Version Of Clearml But Would Like To Have A Better Understanding Of The Metric Events And Api Calls That Are Performed When Using Clearml-Serving. For Example: I Have No Understanding Which Docker Container Calls The Ap

Hey all, I want to purchase the pro version of clearML but would like to have a better understanding of the metric events and API calls that are performed when using clearml-serving. For example: I have no understanding which docker container calls the API or logs metrics how often by default when a model is just registered in the docker container but not called at all. Also I don't know to which extend these default calls/logs are adjustable and would really appreciate any help with this topic.

  
  
Posted one year ago
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Hi @<1526371965655322624:profile|NuttyCamel41>
I think that the only way to actually get huge number of api calls is with a lot of machines.
For example, regardless of the amount of console-logs you print, it will only be a single call, as these are packages every 2-10 seconds. The same with metric reporting etc.
On the free tier you cal already test the amount of API calls, I think the mechanism is exactly the same
fyi: I would put this question in the channel

  
  
Posted one year ago

Hi @<1523701205467926528:profile|AgitatedDove14> , thanks for your answer!
I reached over 1M API calls in about one week using clearml-serving on one machine with only calling the deployed model a few hundred times for testing purpose. So I wanted to dig a little bit deeper on that. Thanks for the channel suggestion, I will repost my question there. :)

  
  
Posted one year ago

I reached over 1M API calls in about one week using clearml-serving

Oh that makes sense now 🙂
If I remember correctly, adding an additional model to a signal clearml-serving instance should not actually change the number of API calls, they are mostly affected by the number of clearml-serving / containers and not in the number of models.

  
  
Posted one year ago
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