
The MLIR intermediate representation is important for more optimizations, being able to represent deep learning graphs by the likes of TensorFlow, and more with its ability to support domain-specific compilers and better handle heterogeneous compute hardware compared to alternative IRs. MLIR is becoming very important within the industry and is also being worked on by AMD as part of their unified AI software stack




