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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 11:50am - 12:15pm PDT
During this session, we will discuss real-life case studies focusing on the productionization of PyTorch models onto edge devices and welcome the community to begin adopting ExecuTorch. Since announcing the ExecuTorch MVP at the previous PTC, we have made significant progress in terms of stability, model coverage, accelerator performance, and developer experience, reaching a milestone that marks the transition to beta status. In addition to the above improvements, we continue to support generative AI models. Since the alpha launch that initially enabled support for LLama2/3 models, we have now expanded our capabilities to include multimodal use cases and developed mobile demo apps showcasing these new features.
Speakers
avatar for Mengtao (Martin) Yuan

Mengtao (Martin) Yuan

Techlead Manager, Meta
Mengtao (Martin) Yuan is a Tech Lead Manager in Meta’s PyTorch Edge team. With multiple years of experience in the AI industry, Mengtao is focused at building software systems to help AI researchers and engineers to deploy their models on edge devices such as mobile phones, AR/VR... Read More →
avatar for Mergen Nachin

Mergen Nachin

Software Engineer, Meta
Mergen Nachin is a Software Engineer specializing in creating rich AI experiences on low latency, high performance, and privacy-aware embedded systems. With a background in distributed systems, developer infrastructure, remote sensing, and localization, he brings a versatile skill... Read More →
Wednesday September 18, 2024 11:50am - 12:15pm PDT
Room A

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