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How to set up distributed training with Triton

Step-by-step guide: how to set up distributed training using Triton.

This guide shows you how to set up distributed training using Triton. Harch Corp provides GPU cloud infrastructure optimized for Triton with H100/H200 GPUs, 400G InfiniBand, and 47 gCO2/kWh carbon intensity.

1

Prerequisites: Set up your Triton environment on Harch Corp GPU cloud.

2

Configuration: Configure Triton for set up distributed training.

3

Execution: Run your set up distributed training 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.

Try on Harch Corp

Deploy Triton on our carbon-aware GPU cloud.