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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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Keynote: PyTorch Technical Deep Dive - Piotr Bialecki, NVIDIA; Peng Wu, Will Constable, Kartikay Khandelwal & Mengtao (Martin) Yuan, Meta
Wednesday September 18, 2024 9:12am - 10:12am PDT
Festival Pavilion - Keynote Room
This Deep Dive provides an update on PyTorch development since last conference and dives into the key new features coming in PyTorch 2.5 and beyond.  We will explore how advancements across a number of PyTorch features combine to better support the full model development lifecycle across training, fine-tuning, and deployment.
Speakers
avatar for Piotr Bialecki

Piotr Bialecki

Director of Engineering, Deep Learning Frameworks, NVIDIA
Piotr joined PyTorch team at NVIDIA in 2019 and currently manages the team.  He drives NVIDIA's effort in maintaining and advancing PyTorch's CUDA backend and received the PyTorch SUPERHERO award in 2023 for his community contributions especially in the PyTorch discussion board... Read More →
avatar for Peng Wu

Peng Wu

Engineering Manager, Meta
Dr. Peng Wu is the engineering manager of the PyTorch Compiler team at Meta.  Dr. Wu spent over a decade at IBM research, working on many aspects of programming systems.  She then founded the Programming Technologies Lab at Huawei and led its growth for six years.  At Meta, she... Read More →
avatar for Will Constable

Will Constable

engineer, meta
Will Constable works on PyTorch Distributed Algorithms and Infrastructure at Meta as an IC and Tech Lead.  Previously, he worked at Intel and Nervana Systems on different parts of the Deep Learning SW stack including Compiler Frontends, Integrations to TensorFlow and PyTorch, Distributed... Read More →
avatar for Kartikay Khandelwal

Kartikay Khandelwal

Software Engineer, PyTorch, Meta
Kartikay Khandelwal is a software engineer in the PyTorch and AI Infra team at Meta where he leads the development of the PyTorch ecosystem for Generative AI, including open-source libraries like torchtune for LLM fine-tuning and torchchat for LLM inference. Prior to PyTorch, he worked... Read More →
avatar for Mengtao (Martin) Yuan

Mengtao (Martin) Yuan

Tech Lead 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 →
PTC 2024 PyTorch Technical Keynote Slides pdf
Wednesday September 18, 2024 9:12am - 10:12am PDT
Festival Pavilion - Keynote Room
  Keynote Sessions
  • Slides Attached Yes
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