TA here. Definitely not! In fact we explicitly added sections in the first assignment to allow for scaling down to even local compute (M-series GPUs). For assignment 2 there are a few regions that require Triton support for your GPU, but everything can be adapted for much cheaper GPUs.

We were lucky enough to get Blackwell GPUs for Stanford students this year, which is why the writeups are written mostly around them.