I am Thomas, I work at Weights and Biases. We wrote with @jeremy the hyperparameter search for fine-tuning the image models that he showed on the walkthrus. Sweeps are great to explore different training recipes and configurations, so…
I think it’s due time for an introduction to experiment tracking with W&B
I am planning on doing an intro to Weights and Biases for fastai users. The idea is to give students a simple walkthru on how to use W&B with fastai. If you want to start reading about W&B and fastai you can start with:
- Checking out fastai + timm integration
- Refactoring your code for Sweeps
- Pretrained models for image classification
I am planning on doing this intro on Friday, June 24, at 10am CET (18h Brisbane Time). I may do a second one for our US folks, later on.
It will be a chilled-out zoom call with time for questions and demos. My idea is not to overwhelm people with W&B features, just give some value straightaway for fastai users.
Link to the meeting: Launch Meeting - Zoom
The password is fastai creator’s last name.