The annotated PyTorch training loop

Discussion (7 Comments)Read Original on HackerNews

GL26•14 minutes ago

PyTorch already does a huge job at keeping DL not verbose. It captures the complexity to allow you to make a whole GPT model with it, running on your GPU, and keep the code readable. Yes, there are a lot of breaking points, but at some point, DL is supposed to be non trivial, it handles math concepts most people don’t understand. That is why Data Scientists have a job ;)

vovavili•35 minutes ago

The host website seems extremely interesting in general. Anyone here used it before?

f3408fh•28 minutes ago

The design is similar to what Claude generates. Makes me skeptical that all the content is AI-generated.

vovavili•26 minutes ago

This looks better than 90% of websites I visited. The palette is pleasant, content has the right density and spacing is very relaxed. If this is AI-generated without some clever prompt tuning, frontend as a profession is done.

Synthetic7346•about 1 hour ago

https://idlemachines.co.uk/courses/foundations doesn't render correctly on mobile

moelf•about 1 hour ago

even the submitted page doesn't, huge margin if you zoom out on mobile (Firefox)

LoganDark•13 minutes ago

I've seen that huge margin when zooming out issue before. I'm using Safari on iOS, but have also experienced this issue in Chrome on Android. It's probably some sort of weird compatibility thing for desktop websites. You start zoomed correctly, but for some reason, there's horizontal scroll and you can also zoom out. For seemingly no reason, as I doubt any of the websites where this happens intended it.

More that I can't reproduce it myself on this submission, but I've seen it so many times and in so many different places that I don't think it's a website issue.

The annotated PyTorch training loop

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Discussion (7 Comments)Read Original on HackerNews