✨ Add hpo search using wandb

[ashwinvaidya17]

Note

Still a need to refactor and add tests but here is a script for you guys to play around with meanwhile.

Command

python tools/hpo/wandb_sweep.py --model padim --sweep_config_path tools/hpo/sweep.yaml

Also, we can discuss the design on a call.

Screenshot

[samet-akcay]

Thanks, looks good to me

[morganmcg1]

Hey all! I work in Weights & Biases, found AnomaLib today and saw you already have a wandb integration 😍 If you need any pointers on this sweeps integration or any other wandb functionality let me know at morg - at - wandb dom com . Also, if you'd like to come on to one of our events to chat about AnomaLib we'd love to have you :)

[samet-akcay]

Hey @morganmcg1, thanks sounds great! We'd definitely be interested in attending one of your events too!

[morganmcg1]

@samet-akcay sounds great! feel to shoot me an email whenever you get a chance :)