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Machine Learning and AI
5/19/2023
FIRESIDE CHAT: THE FUTURE OF AI INFRA: THE OPPORTUNITIES AND CHALLENGES THAT AWAIT US ON OUR JOURNEY
This panel discussion will focus on The Future of AI Infra: The Opportunities and Challenges That Await Us On Our Journey. Moderated by Irina Kofman, head of XAI and responsible for cross-company AI efforts at Meta, this panel features leaders across Meta’s infrastructure organization and will discuss the challenges and opportunities they see with building […]
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Machine Learning and AI
5/19/2023
FIRESIDE CHAT: THE FUTURE OF AI INFRA: THE OPPORTUNITIES AND CHALLENGES THAT AWAIT US ON OUR JOURNEY
This panel discussion will focus on The Future of AI Infra: The Opportunities and Challenges That Await Us On Our Journey. Moderated by Irina Kofman, head of XAI and responsible for cross-company AI efforts at Meta, this panel features leaders across Meta’s infrastructure organization and will discuss the challenges and opportunities they see with building […]
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Machine Learning and AI
5/19/2023
GenAI-Assisted Code Authoring at Meta
At Meta, we have built upon existing research published by FAIR to develop our own AI-Assisted code authoring tools. The freedom to experiment with the model combined with the ability to train on first-party code has enabled us to deliver tooling that has had a measurable impact on developer productivity.
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Machine Learning and AI
5/19/2023
MSVP: Meta's Scalable Video Processor
This presentation will introduce MSVP (Meta’s Scalable Video Processor), the first generation server grade video processing hardware accelerator of its kind developed at Meta. We will describe the motivation behind it, the architecture, and some of the novel algorithms that are in the video encoder and other video processing blocks to achieve high video quality. […]
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Machine Learning and AI
5/19/2023
MTIA: Meta's First Generation of AI Accelerators
Meta has traditionally relied on using CPU-based servers for running AI workloads, but the increasing compute and memory requirements of these models have pushed the company towards using specialized solutions such as GPUs or other hardware accelerators. This talk describes the company’s effort in constructing its first silicon designed for its internal AI workloads and […]
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Machine Learning and AI
5/19/2023
Pytorch 2.0
What makes PyTorch beloved makes it harder to compile. After almost five years, we finally cracked the technologies that made it possible to compile any PyTorch model, resulting in a step-function change in PyTorch’s approach to execution efficiency. We called it PyTorch 2.0. PyTorch 2.0 delivers significant performance improvements over a wide variety of models, […]
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Machine Learning and AI
5/19/2023
Next Gen Data Center Design
Building AI capacity is essential to the future of our company, and supporting AI workloads at scale requires a different approach than scaling to support our regular online services. Our new data center design will support the next generation of AI systems. We are building an increased level of flexibility into our design, which will […]
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Machine Learning and AI
5/19/2023
Meta's Research SuperCluster (RSC): Accelerating AI Research at Scale
Meta is facing a challenging and exciting future as it expands beyond its current capabilities in the social space. Ensuring our platform is open to as many diverse cultures, languages and perspectives is a significant challenge that requires intensive large-scale AI models. The complexities of adding a virtual reality Metaverse further increases the challenge space, […]
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Android, Video and Web
3/31/2023
RTC@Metaverse - Bringing RTC to Metaverse
Discover how Meta is transforming traditional phone calls into fully immersive avatar experiences, allowing you to be present in any virtual environment. We’ll explore the cutting-edge technology behind real-time state management, giving you a glimpse into the complexity of creating RTC as an operating system-level construct.You’ll also learn about the various types of avatars and […]
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