Jun 14, 2022
Over the past week, Thomas Capelle and I discovered, debugged, and created a workaround for a performance bug in PyTorch which reduced image training GPU throughput up to forty percent when using fastai. The culprit? Subclassed tensors.
Jun 6, 2022
Fastxtend is a collection of tools, extensions, and addons for fastai. In this post, I highlight some of fastxtend’s current best features.
Mar 11, 2022
In this post I will give an overview of my solution, explore some of my alternate solutions which didn’t perform as well, and give a quick overview on how to customize fastai to work on a new dataset.