35 lines
2.4 KiB
Markdown
35 lines
2.4 KiB
Markdown
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# NVIDIA GPU Monitoring Tools
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## NVML Go Bindings
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[NVIDIA Management Library (NVML)](https://developer.nvidia.com/nvidia-management-library-nvml) is a C-based API for monitoring and managing NVIDIA GPU devices.
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NVML go bindings are taken from [nvidia-docker 1.0](https://github.com/NVIDIA/nvidia-docker/tree/1.0) with some improvements and additions. NVML headers are also added to the package to make it easy to use and build.
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### NVML Samples
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Three [samples](https://github.com/NVIDIA/gpu-monitoring-tools/blob/master/bindings/go/samples/nvml/README.md) are included to demonstrate how to use the NVML API.
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## DCGM Go Bindings
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[NVIDIA Data Center GPU Manager (DCGM)](https://developer.nvidia.com/data-center-gpu-manager-dcgm) is a set of tools for managing and monitoring NVIDIA GPUs in cluster environments. It's a low overhead tool suite that performs a variety of functions on each host system including active health monitoring, diagnostics, system validation, policies, power and clock management, group configuration and accounting.
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DCGM go bindings makes administering and monitoring containerized GPU applications easy.
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### DCGM Samples
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DCGM can be run in different modes, seven [samples](https://github.com/NVIDIA/gpu-monitoring-tools/blob/master/bindings/go/samples/dcgm/README.md) and a [REST API](https://github.com/NVIDIA/gpu-monitoring-tools/blob/master/bindings/go/samples/dcgm/restApi/README.md) are included for showing how to use the DCGM API and run it in different modes.
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## DCGM exporter
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GPU metrics exporter for [Prometheus](https://prometheus.io/) leveraging [NVIDIA Data Center GPU Manager (DCGM)](https://developer.nvidia.com/data-center-gpu-manager-dcgm) is a simple shell script that starts nv-hostengine, reads GPU metrics every 1 second and converts it to a standard Prometheus format.
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Find the installation and run instructions [here](https://github.com/NVIDIA/gpu-monitoring-tools/blob/master/exporters/prometheus-dcgm/README.md).
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## Issues and Contributing
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A signed copy of the [Contributor License Agreement](https://github.com/NVIDIA/gpu-monitoring-tools/blob/master/CLA) needs to be provided to <a href="mailto:digits@nvidia.com">digits@nvidia.com</a> before any change can be accepted.
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* Please let us know by [filing a new issue](https://github.com/NVIDIA/gpu-monitoring-tools/issues/new)
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* You can contribute by opening a [pull request](https://help.github.com/articles/using-pull-requests/)
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