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Luis Ceze

2 episodes

Practical AI Practical AI #176

MLOps is NOT Real

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2022-04-26T14:00:00Z #ai +2 🎧 20,946

We all hear a lot about MLOps these days, but where does MLOps end and DevOps begin? Our friend Luis from OctoML joins us in this episode to discuss treating AI/ML models as regular software components (once they are trained and ready for deployment). We get into topics including optimization on various kinds of hardware and deployment of models at the edge.

Practical AI Practical AI #134

Apache TVM and OctoML

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2021-05-18T20:45:00Z #ai +2 🎧 11,563

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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