Apache TVM Unity: a vision for the ML software & hardware ecosystem in 2022

Apache TVM Unity is a roadmap for the TVM ecosystem in 2022. We see a broader shift coming in the way that machine learning system stacks optimize for flexibility and agility in the face of a rapidly changing hardware landscape. TVM will evolve to break down the boundaries that constrain the ways current ML systems adapt to rapid changes in ML models and the accelerators that implement them.