[Deep Dive] How many times does one line of PyTorch access GPU memory? ~Counting kernels to understand slowness~

I recently read an article by Adam Mainz (@MainzOnX) titled "What even is a kernel?". It is an introductory article that ...

A Defeatist's Account of Dabbling with Metal Kernels

I went down the rabbit hole thinking, "I can do this," and ended up with a 2.78x speedup for the kernel alone and 1.15x for the AI as a whole.I was just looking for an AI judge.I tried a slightly ...
Nature

Machine learning articles from across Nature Portfolio

Machine learning is the ability of a machine to improve its performance based on previous results. Machine learning methods enable computers to learn without being explicitly programmed and have ...