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