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Explore the critical importance of optimizing GPU usage for generative AI models in this 24-minute conference talk from AI in Production 2025. Delve into Adobe's Compute Platform journey, examining the challenges faced and innovative solutions implemented to enhance GPU utilization, resource management, and reliability. Learn about AI Compute Platform Architecture through real-world insights from a software engineer specializing in machine learning who has led the development of advanced training and inference platforms. Discover how MLOps expertise enables building scalable solutions that drive innovation and deliver measurable results in production environments. Gain practical knowledge about enhancing AI capabilities and streamlining processes through effective GPU optimization strategies.
Syllabus
Accelerating Growth Through Optimizing GPU Usage // Sahil Khanna // AI in Production 2025
Taught by
MLOps.community