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Hello Folks. We'Re A Small Team Currently Considering Adopting Clearml For Experiment Tracking. I Was Wondering If I Start With The Hosted Service And Decide To Switch To A Self-Hosted Server Later, Is There A Way To Export All The Experiments/Data/Etc Fr

Hello folks. We're a small team currently considering adopting ClearML for experiment tracking. I was wondering if I start with the hosted service and decide to switch to a self-hosted server later, is there a way to export all the experiments/data/etc from one server to the other?

  
  
Posted one year ago
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Answers 8


Exporter would be nice I agree, not sure it is on the roadmap at the moment 😞
Should not be very complicated to implement if you want to take a stab at it.

  
  
Posted one year ago

AdorableFrog70 taking another look at the MLFlow exporter, it would not be complicated to convert it to MLFlow to ClearML exporter, that would also be cool

  
  
Posted one year ago

Hi AdorableFrog70
I assume so, there's API for everything so you can always get the data. wdty?

  
  
Posted one year ago

Regulatory reasons and proprietary data is what I had in mind. We have some projects that may need to be fully self hosted in the end

  
  
Posted one year ago

I might take a look at it when I get a chance but I think I'd have to see if ClearML is a good fit for our use case before I can justify the commitment

  
  
Posted one year ago

Regulatory reasons and proprietary data is what I had in mind. We have some projects that may need to be fully self hosted in the end

If this is the case then, yes do self-hosted, or talk to clearml sales to get the VPC option, but SaaS is just not the right option

I might take a look at it when I get a chance but I think I'd have to see if ClearML is a good fit for our use case before I can justify the commitment

I hope it is 🙂

  
  
Posted one year ago

AgitatedDove14 Hi Martin. Using the API to export all the data on the server seems a bit tedious to me. MLFlow has an import-export tool so you can move between the paid hosted service and a self-hosted service without too much friction. I was wondering if there might be something similar for ClearML.

I suspect there are many teams out there that would feel more comfortable trying out the hosted ClearML service if they knew that they could easily export/migrate all their data without losing existing experiments and artifacts and whatnot.

  
  
Posted one year ago

BTW: what would be a reason to go back to self-hosted? (not sure about the SaaS cost, but I remember it was relatively cheap)

  
  
Posted one year ago
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