aim
https://github.com/aimhubio/aim
Python
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
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- Issues
- How to scale aim repo to support simultaneous writes from multiple training runs
- Not installing on windows
- Logging for Distributed training on single and multi-node
- Aim UI won't load in Colab
- Show max instead of last value in runs
- The docker container doesn't work out of the box
- Inline aim is not working in paperspace notebooks or StudioLab Sagemeaker AWS notebooks
- Ability to track/log artifacts in cloud storage
- gRPC borken pipe when using multiple loggers on PL with remote AIM server
- Dummy runs management
- Docs
- Python not yet supported