MLIR CodeGen Dialects for Machine Learning Compilers (2022)

Related chart (since a picture is worth a thousand words!):

https://www.lei.chat/posts/mlir-codegen-dialects-for-machine...

(Note the high-D Tensor abstraction of a program or compute kernel being reduced over several steps to low-D vector / scalar execution... it's nothing short of magical, in my opinion!)