NCA-GENM Exam Dumps | You have a text-to-image model deployed using Triton Inference Server. You want to monitor the GPU utilization

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Question 93/192

You have a text-to-image model deployed using Triton Inference Server. You want to monitor the GPU utilization and inference latency to ensure optimal performance. Which of the following methods is the MOST effective way to achieve this?

A. Using 'nvidia-smi' to periodically check GPU utilization and manually calculate latency.

B. Using Triton's built-in Prometheus metrics endpoint and Grafana for visualization.

C. Using the Triton Inference Server client API to measure inference latency from the client-side.

D. Writing custom scripts to parse Triton's log files and extract performance metrics.

E. Relying solely on the operating system's resource monitor to track GPU usage.

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