Blog

In an earlier era, deploying ML systems was not exactly easy, but at least the problem was contained. Engineers could focus on a few important models, all of which built on similar libraries and tools. That era of uniformity is gone.

OctoML is helping Woven Planet use Apache TVM as a core component of the Arene AI Platform to accelerate ML inference and simplify deployment across various targets.

The Apache TVM Community and OctoML closed out 2021 with the fourth annual Apache TVM and Open Source ML Acceleration Conference. It was the TVM community’s largest event ever, with 700 attendees from 34 nations coming together for a virtual conference...

General-purpose GPU computing helped launch the deep learning era. As ML models have grown larger and more computationally intense, however, they have changed the way GPUs are designed—and they have inspired a wave of new hardware that looks radically different from GPUs.