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Kubernetes

Scaling Kubernetes to 2,500 Nodes for Deep Learning at OpenAI

Scaling Kubernetes to 2,500 Nodes for Deep Learning at OpenAI

OpenAI, a pioneer in artificial intelligence, pushes the boundaries of Kubernetes by scaling it to manage massive deep learning workloads. While managing bare VMs remains an option for the largest tasks, Kubernetes shines for its rapid iteration cycles, reasonable scalability, and reduced development overhead. This blog dives into OpenAI’s journey building a 2,500-node Kubernetes cluster…