Name: Lightning Talk: What's New in Export? - Angela Yi & Tugsbayasgalan Manlaibaatar & Avik Chaudhuri & Yidi Wu, Meta
Start: 2024-09-18T11:20:00-0700
End: 2024-09-18T11:30:00-0700

September 18-19, 2024
San Francisco, California
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Note: The schedule is subject to change.

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IMPORTANT NOTE: Timing of sessions and room locations are subject to change.

Wednesday September 18, 2024 11:20am - 11:30am PDT

Room A

This talk discusses updates we've made to torch.export this past year: (a) Non-strict mode, an alternative tracing mode which in practice covers more programs than TorchDynamo without compromising important soundness guarantees (b) Better dynamic shapes specifications through generating suggested fixes and runtime assertions (c) Control flow operators such as cond, map, and associative scan (d) A shift in the export generated IR, which will enable both training and inference (e) An unflattener, which will reconstruct the eager module structure from the flattened exported graph

Speakers

Wednesday September 18, 2024 11:20am - 11:30am PDT
Room A

Lightning Talks

Audience Intermediate

PyTorch Conference 2024

Yidi WU

Angela Yi

Avik Chaudhuri

Tugsbayasgalan Manlaibaatar

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