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Episode 479: Luis Ceze on the Apache TVM Machine Learning Compiler

Software Engineering Radio - the podcast for professional software developers

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Is There a Library of Model Descriptions?

So what sort of library of model descriptions to you support? Can you describe that landscape of what's available? Like, i know a pitortous one, onexes oneo. What do these things describe the models as? And how do you consume them? I think it's fair to say they're declarative ways of describing your model. In fact, tenser flow, the name really means tenser flow. You flow tensers between operators. It's a fairly general concept of declaring a data flow graph and expressing very clearly what is the data type. Let's talk about the optimisations that t v m can actually fom on input model. So one thing, as

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