PyTorch and Python Free-Threading

#1

Post by trentnelson » Thu, Oct 16, 2025, 2:06 PM UTC

PyTorch and Python Free-Threading
trent.me

Re: PyTorch and Python Free-Threading

#2

Post by trentnelson » Thu, Oct 16, 2025, 2:12 PM UTC

I finished this article in February this year, just before joining NVIDIA. It didn't get officially published then for... reasons. Posting now despite some of the information being a little out of date as I still think the content might be useful to others.

Tried to make the article as readable as possible on mobile, tablet, and desktop. Mobile necessitated a smaller font size for the code to obviate the need for horizontal scrolling.

Light/dark mode is supported, and the images are even cognizant of the selected mode!

I am doing a talk at PyData Seattle this year (Nov 7-9) focused on this topic, so any feedback regarding additional areas of interest would be appreciated.

Re: PyTorch and Python Free-Threading

#3

Post by jgehrcke » Thu, Oct 16, 2025, 7:00 PM UTC

trentnelson wrote: post #2

I finished this article in February this year, just before joining NVIDIA. It didn't get officially published then for... reasons. Posting now despite some of the information being a little out of date as I still think the content might be useful to others. Tried to make the article as readable as possible on mobile, tablet, and desktop. Mobile necessitated a smaller font size for the code to obviate the need for hor…

Loving your work, as always!