AI Data Centers (epoch.ai)

Epoch AI has introduced a comprehensive database detailing the world's largest AI data centers, defining them as clusters of specialized hardware facilities designed for AI workloads, such as training and deploying models. Notably, Colossus 2, owned by SpaceXAI in Memphis, TN, leads with a remarkable IT power of 946 MW and 1,390k H100-eq in compute capacity. The database spans 72 AI data centers, collectively providing 11.2 GW of IT power capacity, which exceeds New York City's peak demand. The data centers are strategically located near critical power and fiber infrastructure, predominantly in the U.S., with Texas hosting the highest concentration. This resource holds significance for the AI/ML community as it provides detailed insights into the evolving landscape of AI infrastructure, crucial for both researchers and industry practitioners. By focusing on specifications such as hardware types, power consumption, and construction timelines, the database aims to enhance transparency and foster better resource allocation in AI projects. The information is accessible under a Creative Commons license, indicating a commitment to open data and collaborative advancements in AI technology.