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Python script to estimate GPU utilization using NVIDIA Nsight Systems

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GPU USAGE ESTIMATOR

Overview

This script will execute your training script and output a summary of the GPU usage.

Requirements

  1. Nsys must be installed and available in your path. Link to download the tool
  2. You must run this script in the same environment as your training model

Usage

python estimator.py [path_to_file]

Example output

sample image

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Python script to estimate GPU utilization using NVIDIA Nsight Systems

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script gpu profiling

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