Get a detailed benchmarks comparing different existing hyperparameter tuning libraries

decile-team / cords

Reduce end to end training time from days to hours (or hours to minutes), and energy requirements/costs by an order of magnitude using coresets and data selection.

https://cords.readthedocs.io/en/latest/

MIT License

316 stars 53 forks source link

Get a detailed benchmarks comparing different existing hyperparameter tuning libraries #23

Open krishnatejakk opened 3 years ago

krishnatejakk commented 3 years ago

Hyperparameter tuning libraries for comparison:

1) raytune

2) determined AI

3) Ax

krishnatejakk commented 2 years ago

Benchmarks are pending from our end. Push for the benchmarks to be completed asap.