How to estimate inference cost with TensorRT-LLM
Step-by-step guide: how to estimate inference cost using TensorRT-LLM.
This guide shows you how to estimate inference cost using TensorRT-LLM. Harch Corp provides GPU cloud infrastructure optimized for TensorRT-LLM with H100/H200 GPUs, 400G InfiniBand, and 47 gCO2/kWh carbon intensity.
Prerequisites: Set up your TensorRT-LLM environment on Harch Corp GPU cloud.
Configuration: Configure TensorRT-LLM for estimate inference cost.
Execution: Run your estimate inference cost 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.