Name: OPEN TALK (AI): The Infrastructure That Powers ML Training at Pinterest
Start: 2024-05-29T09:30:00-0700
End: 2024-05-29T09:55:00-0700

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OPEN TALK (AI): The Infrastructure That Powers ML Training at Pinterest

Karthik Anantha Padmanabhan, Pinterest, Senior Engineering Manager

This talk delves into the infrastructure behind training large models at Pinterest. It covers three essential components: training hardware, compute orchestration, and ML application development SDKs. Throughout the talk, we will highlight Pinterest's use cases, showcasing the practical applications and impact of the above three pillars on dev velocity and model training efficiency. We will also talk about how Pinterest uses AWS UltraCluster to enable efficient large scale model training.

Speakers

Karthik Anantha Padmanabhan

Senior Engineering Manager, Pinterest

Karthik is a Senior Engineering Manageer at Pinterest leading the ML Training Infrastructure team.He has experience working on ML infrastructure for more than 7 years and has worked on Distributed Systems and Data infrastructure at Twitter and Pinterest.

Wednesday May 29, 2024 9:30am - 9:55am PDT
AI DevSummit Expo Stage

AI DevSummit: MLOps & AIOps

Talk Type OPEN TALK
Track or Conference AI DevSummit, MLOps & AIOps, Applied Machine Learning
In-Person/Virtual In-Person

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DeveloperWeek Management 2024 + AI DevSummit 2024 (+ DW Europe/LATAM 2024)

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Karthik Anantha Padmanabhan