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How to use Kubernetes GPU with H100 GPU
Step-by-step guide: how to use Kubernetes GPU using H100 GPU.
This guide shows you how to use Kubernetes GPU using H100 GPU. Harch Corp provides GPU cloud infrastructure optimized for H100 GPU with H100/H200 GPUs, 400G InfiniBand, and 47 gCO2/kWh carbon intensity.
1
Prerequisites: Set up your H100 GPU environment on Harch Corp GPU cloud.
2
Configuration: Configure H100 GPU for use Kubernetes GPU.
3
Execution: Run your use Kubernetes GPU workload. Monitor GPU utilization.
4
Optimization: Optimize for performance and cost.
5
Monitoring: Set up monitoring with Prometheus and Grafana.
6
Scaling: Scale to multiple GPUs with distributed training.
7
Deployment: Deploy your model to production.
8
Cost optimization: Use spot instances and auto-scaling.