Apache TVM and OctoML
OctoML, founded by the Apache TVM team from the University of Washington, commercialises the open-source TVM compiler stack to automate model optimisation across hardware backends.
90% of AI / ML applications never make it to market, because fine tuning models for maximum performance across disparate ML software solutions and hardware backends requires a ton of manual labor and is cost-prohibitive. Luis Ceze and his team created Apache TVM at the University of Washington, then left founded OctoML to bring the project to market. Sponsors: O'Reilly Media – Learn by doing — Python, data, AI, machine learning, Kubernetes, Docker, and more. Just open your browser and dive in. Learn more and keep your teams’ skills sharp at oreilly.com/changelog Snowplow Analytics – The behavioral data management platform powering your data journey.
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