Beyond LLVM: >"The MLIR project aims to define ...
# thinking-together
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Beyond LLVM:
"The MLIR project aims to define a common intermediate representation (IR) that will unify the infrastructure required to execute high performance machine learning models in TensorFlow and similar ML frameworks. This project will include the application of HPC techniques, along with integration of search algorithms like reinforcement learning. This project aims to reduce the cost to bring up new hardware, and improve usability for existing TensorFlow users."
https://github.com/tensorflow/mlir
This presentation is a good introduction: https://ai.google/research/pubs/pub48035.pdf
For those who'd rather want to watch a video:

https://www.youtube.com/watch?v=qzljG6DKgic

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the work Ursa labs is doing is also relevant - https://ursalabs.org/ Spearheaded by Wes Mckinney of pandas fame