Jonas Kgomo

The Grand Illusion: The Myth of Software Portability and Implications for ML Progress.

Pushing the boundaries of machine learning often requires exploring different hardware and software combinations. However, this ability to experiment with different systems can be at odds with the drive for efficiency, which has produced increasingly specialized AI hardware and incentivized consolid…