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Aparna Ramani

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KeynoteAI Infra @Scale 20242024-07-31
A tour of AI infrastructure stresses concrete numbers and engineering problems: Meta scales to 600,000 GPUs in its fleet, Llama 3.1 trains on 15 trillion…
Talk on
FIRESIDE CHAT: The Future of AI Infra: The Opportunities and Challenges That Await Us On Our JourneyAI Infra @Scale 20232023-05-18
Meta describes building next‑generation data centers with liquid cooling because AI chips draw >5x the power of CPU servers, and it already runs a…
Panel on
Opening RemarksPyTorch Conference 20222022-12-02
PyTorch Foundation launch moves governance to a Linux Foundation umbrella with founding members AMD, NVIDIA, Google, Amazon, Microsoft and Meta, separating…
Organiser on
Fireside Chat with Aparna Ramani & Yann LeCunData @Scale Spring 20222022-05-18
Argues that self-supervised learning — “fill in the blanks” pretraining becomes the default: massive unlabeled pretraining (example: ~a billion Instagram…
Panel on
Keynote – Aparna RamaniData @Scale Spring 20222022-05-18
Meta describes a deep redesign of data infra to serve ML at scale including rack designs that link thousands of GPUs, new liquid cooling and faster networks…
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