What Is ML Compilation(mlc.ai)
mlc.ai
What Is ML Compilation
https://mlc.ai/chapter_introduction/index.html#what-is-ml-compilation
5 comments
I've been looking for a course like this! Especially great given how much of the recent progress in training large models is made possible with the aid of flash attention and fused kernels
Compilation is a horrible word for it. Especially when what it refers to is basically productizing / user-friendli(er) packaging.
It certainly also involves generating code(e.g. WebGPU, vulkan) that are more akin to traditionally compiler, and more like graph and memory optimization. So indeed more than packaging.
Please checkout the course if you are interested
Please checkout the course if you are interested
Todo