AI Hypercomputer and GPU Acceleration with Google Cloud

Explore a 30-minute Tech Field Day presentation where Dennis Lu, Product Manager at Google Cloud specializing in GPUs, delves into AI hypercomputer and GPU acceleration capabilities. Learn about Google Cloud's comprehensive AI infrastructure, from various consumption models to purpose-built hardware, with special attention to their cluster director for GPU fleet management. Discover the technical specifications of current GPU systems including A3 Ultra (H200 GPUs), A4 (B200 GPUs), and A4X (GB200 systems) built on Rocky on CX-7, plus upcoming 2025 releases featuring NVIDIA RTX Pro 6000 and GB300 systems with enhanced memory and networking capabilities. Understand performance comparisons for LLM training, including how A4 delivers approximately twice the performance of H100s while maintaining a balanced price-performance ratio. Consider insights on potential price decreases for Hopper-generation GPUs as newer hardware emerges. This presentation was recorded live in Santa Clara, California on April 22, 2025, as part of AI Infrastructure Field Day.