Thanks you to all my Qualcomm colleagues who helped with this research: Andrii Skliar, Ties van Rozendaal, Todor Boinovski, Mart van Baalen, Markus Nagel, Paul Whatmough, Babak Ehteshami Bejnordi

I use pixi which is a conda env manager which can handle multiple envs (see « feature »). Each env can have a different set of pypi dependencies. ‘pixi —env cuda11.7 run …’ to run within the chosen env. Pixi uses uv under the hood to handle pypi dependencies.