Infrastructure for deep learning

OpenAI Blog · 9 years ago

A group's deep learning infrastructure acts as a multiplier on research progress, determining how effectively teams can conduct experiments and develop models. Open-source tools and frameworks are now mature enough that researchers without specialized resources can build competitive infrastructure setups. This democratization of tools means infrastructure quality no longer primarily depends on institutional funding or proprietary systems.