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[references] Add slack logging & fix clearml integration

Open felixdittrich92 opened this issue 1 year ago • 3 comments

🚀 The feature

  • Add option to use slack for logging with tqdm in each training script

  • The logs should be clear distinguishable if you log multible runs at onces to the same channel

  • [ ] Slack

  • [ ] ClearML

  • (Optional): It would be great to track / log the learning rate also after each epoch :)

felixdittrich92 avatar Feb 09 '24 08:02 felixdittrich92

I'd be a little disappointed to remove the ClearML integration because I think it's a very good tool, but unfortunately there's a memory leak that's very hard to find. For the moment, we can remove this integration but I'd like to see it added again, I think it's a very good feature.

odulcy-mindee avatar Feb 21 '24 14:02 odulcy-mindee

For the slack logging, I already built something internally. As discussed, there are also other tools available, it should easy to integrate that.

odulcy-mindee avatar Feb 21 '24 14:02 odulcy-mindee

Sounds good to me then let us split this ticket into two parts one for slack and the other for ClearML 👍

felixdittrich92 avatar Feb 21 '24 16:02 felixdittrich92