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Answered
Hi, When Migrating From The Clearml Server To A Self Hosted Server Is There A Way To Transfer All The Data/Training Tasks Between Them?

Hi,
When migrating from the ClearML server to a self hosted server is there a way to transfer all the data/training tasks between them?

  
  
Posted 9 months ago
Votes Newest

Answers 5


Hi @<1523701295830011904:profile|CluelessFlamingo93>
What do you mean? what's the difference between ClearML server and self hosted? both are self hosted no?

  
  
Posted 9 months ago

No, until now we used the default server that is handled by Clearml and we want to transfer to a self hosted one

  
  
Posted 9 months ago

Thank you @<1523701070390366208:profile|CostlyOstrich36> and @<1523701205467926528:profile|AgitatedDove14> , after that bit on information, can you tell me where I can find the differences between the community server and self hosted server?
Are there any additional downsides to migrating to a self hosted server?

  
  
Posted 9 months ago

off the top of my head, the self hosted is missing the autoscalers (there is an AWS CLI, but no UI or others), also missing a the HPO UI feature,
but you should just check the detailed table here: None

  
  
Posted 9 months ago

Hi @<1523701295830011904:profile|CluelessFlamingo93> , I'm afraid there is no clear-cut way to migrate data from the community server to your own self hosted server since the databases aren't compatible.

One work around would be to pull all experiments information via API (The structure/logs/metrics) and then repopulate the new server using the API. I think it would be a bit cumbersome but it can be achieved.

  
  
Posted 9 months ago