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