The list of torch.compile() tech talks at PTC’23 from the Meta PyTorch team.
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The opening keynote on PyTorch 2.1 deep dive by Peng Wu, Mario Lezcano, Will Constable, Mark Saroufim, Yanan Cao, and Mergen Nachin
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Christian Puhrsch and Horace He’s talk on Accelerating Generative AI
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Edward Yang’s talk on What’s new for dynamic shape in 2.1 release
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Bin Bao’s talk on AOTInductor, ahead of time compilation for exported models
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Elias Ellison’s talk on Cudagraph in a partial graph world
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Avik Chaudhuri’s talk on PT2 export a sound full-graph capturing mechanism for PyTorch
This one talks about our benchmark infrastructure, which reports all our geomean speedup numbers.