Performance Tips and Tricks | fastai
fastai1.fast.ai › performanceJan 05, 2021 · To check your setup for recommended performance improvements, run: python -c "import fastai.utils; fastai.utils.check_perf ()" Mixed Precision Training Combined FP16/FP32 training can tremendously improve training speed and use less GPU RAM. For theory behind it see this thread To deploy it see these instructions. Faster Image Processing
fastdownload | fastdownload
https://fastdownload.fast.ai09.08.2021 · In the future, you may want to update one or more of your archives. When you do so, fastdownload will ensure your users have the latest version, by checking their downloaded archives against your updated file size and hash information. For instance, fastai uses fastdownload to provide access to datasets for deep learning.