Intelligent Cloud and Edge Group

Microsoft Research blog

'Model Representation' with an arrow down to 'Tile-based IR' with an arrow down to 'Hardware Abstraction' to the left of four icons representing a Rammer, Roller, Welder, and Grinder
Microsoft Research Blog

A new quartet of AI compilers: Rammer, Roller, Welder, and Grinder, tackle a range of compiler optimization challenges based on the same tile abstraction, providing a comprehensive solution to connect AI models with hardware accelerators.