Index
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Overview
Provides a general introduction to the GPU Monitoring and Carbon Calculation Tool, explaining its purpose and key features. -
Installation
Step-by-step instructions for setting up the tool, including setting up the virtual environment and installing dependencies. -
Benchmark Docker Images
Instructions for managing and building Docker images for benchmarking, including how to add custom benchmarks, understand the directory structure, and pull images from the GitHub Container Registry. -
Command-Line Interface
Explains the available command-line arguments and options for controlling the tool’s behavior and features. -
Example Commands
Provides practical examples of how to run the tool with different configurations using common command-line commands. -
Collecting Results
Details how the tool collects, formats, and stores results, including GPU performance and carbon emission data. -
Live Monitoring
Describes how to enable and use the live monitoring feature to track GPU metrics and benchmark performance in real-time. -
Considerations On Accuracy
Discusses limitations and accuracy considerations regarding the measurement of GPU metrics and carbon emissions. -
Future Work and Expansion
Outlines the future improvements and tasks that are planned or currently being worked on for the tool.