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Apache TVM and OctoML (Practical AI #134)


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.

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Featuring:

  • Luis Ceze – Twitter, LinkedIn
  • Chris Benson – Twitter, GitHub, LinkedIn, Website
  • Daniel Whitenack – Twitter, GitHub, Website

Show Notes:

  • Apache TVM
  • OctoML
  • OctoML: Automated Deep Learning Engineering with Jason Knight and Luis Ceze

Something missing or broken? PRs welcome!


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 May 18, 2021  49m