Manage and Monitor GPUs in Cluster Environments
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NVIDIA Data Center GPU Manager (DCGM) is a suite of tools for managing and monitoring NVIDIA datacenter GPUs in cluster environments. It includes active health monitoring, comprehensive diagnostics, system alerts and governance policies including power and clock management. It can be used standalone by infrastructure teams and easily integrates into cluster management tools, resource scheduling and monitoring products from NVIDIA partners.
DCGM simplifies GPU administration in the data center, improves resource reliability and uptime, automates administrative tasks, and helps drive overall infrastructure efficiency. DCGM supports Linux operating systems on x86_64 and POWER (ppc64le) platforms. The installer packages include libraries, binaries, NVIDIA Validation Suite (NVVS) and source examples for using the API (C, Python and Go).
DCGM also integrates into the Kubernetes ecosystem using DCGM-Exporter to provide rich GPU telemetry in containerized environments.
Benefits
GPU Diagnostics and System Validation
Effectively identify failures, performance degradations, power inefficiencies and their root causes.
GPU Telemetry
Gather rich set of GPU telemetry to explain job behavior, identifying opportunities to drive utilization and efficiencies, and determining root causes of potential application performance issues.
Active GPU Health Monitoring
Use low-overhead, non-invasive health monitoring while jobs are running without impact to application behavior and performance.
Integration with Management Ecosystem
Easily deploy a DCGM based monitoring solution in a Kubernetes cluster environment. Out of the box integration with various ISV solutions such as Bright Cluster Manager, IBM Spectrum LSF and open-source tools such as Prometheus, collectd.
Learn More
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Blog posts
Recorded talks
- GTC 2018 Talk: GPU Monitoring and Management with NVIDIA Data Center GPU Manager
DCGM 2.0.13 Downloads (October 2020)
Please download the DCGM installer packages for your distribution below. Note that it is recommended to use the latest R450 Tesla driver that can be downloaded from NVIDIA Driver Downloads page.
For what's new in DCGM 2.0.13, review the release notes.
By downloading the using the software, you agree to fully comply with the terms and conditions of the EULA.
If you would like to download the DCGM installer packages, please register for the NVIDIA developer program using the 'Join Now' button below. The program is free to join and everyone is accepted. If you are signed up and logged in, you can directly proceed to download the packages.
| Downloads | |
|---|---|
| DCGM RPM Package (x86_64) | RPM |
| DCGM RPM Packages (POWER) | RPM |
| DCGM RPM Package (Arm64) | RPM |
| DCGM DEB Packages (x86_64) | DEB |
| DCGM DEB Packages (POWER) | DEB |
| DCGM DEB Packages (Arm64) | DEB |
Archived Releases
DCGM 2.0.10 Downloads (July 2020)
Please download the DCGM installer packages for your distribution below. Note that it is recommended to use the latest R450 Tesla driver that can be downloaded from NVIDIA Driver Downloads page.
For what's new in DCGM 2.0.10, review the release notes.
If you would like to download the DCGM installer packages, please register for the NVIDIA developer program using the 'Join Now' button below. The program is free to join and everyone is accepted. If you are signed up and logged in, you can directly proceed to download the packages. By downloading the using the software, you agree to fully comply with the terms and conditions of the EULA.
| Downloads | |
|---|---|
| DCGM RPM Package (x86_64) | RPM |
| DCGM RPM Packages (POWER) | RPM |
| DCGM DEB Packages (x86_64) | DEB |
| DCGM DEB Packages (POWER) | DEB |
| EULA |
DCGM 1.7.2 Downloads (December 2019)
Please download the DCGM installer packages for your distribution below. Note that this version of DCGM requires at least an R418 Tesla driver that can be downloaded from NVIDIA Driver Downloads page.
For what's new in DCGM 1.7.2, review the release notes.
| Downloads | |
|---|---|
| DCGM RPM Package (x86_64) | RPM |
| DCGM Fabric Manager RPM Package (x86_64) | RPM |
| DCGM RPM Packages (POWER) | RPM |
| DCGM DEB Packages (x86_64) | DEB |
| DCGM Fabric Manager DEB Packages (x86_64) | DEB |
| DCGM DEB Packages (POWER) | DEB |
| EULA |
DCGM 1.7.1 Downloads (September 2019)
Please download the DCGM installer packages for your distribution below. Note that this version of DCGM requires at least an R384 Tesla driver that can be downloaded from NVIDIA Driver Downloads page.
For what's new in DCGM 1.7.1, review the release notes.
| Downloads | |
|---|---|
| DCGM RPM Package (x86_64) | RPM |
| DCGM Fabric Manager RPM Package (x86_64) | RPM |
| DCGM RPM Packages (POWER) | RPM |
| DCGM DEB Packages (x86_64) | DEB |
| DCGM Fabric Manager DEB Packages (x86_64) | DEB |
| DCGM DEB Packages (POWER) | DEB |
| EULA |
DCGM 1.6.3 Downloads (April 2019)
Please download the DCGM installer packages for your distribution below. Note that this version of DCGM requires at least an R384 Tesla driver that can be downloaded from NVIDIA Driver Downloads page.
For what's new in DCGM 1.6.3, review the release notes.
| Downloads | |
|---|---|
| DCGM RPM Package (x86_64) | RPM |
| DCGM Fabric Manager RPM Package (x86_64) | RPM |
| DCGM RPM Packages (POWER) | RPM |
| DCGM DEB Packages (x86_64) | DEB |
| DCGM Fabric Manager DEB Packages (x86_64) | DEB |
| DCGM DEB Packages (POWER) | DEB |
| EULA |
DCGM 1.5.6 Downloads (Dec 2018)
Please download the DCGM 1.5.6 Package for your distribution below. Note that this version of DCGM requires at least an R384 Tesla driver that can be downloaded from NVIDIA Driver Downloads page
| Downloads | |
|---|---|
| User Guide & Install Instructions | |
| DCGM API Reference Guide | |
| DCGM Release Notes | |
| DCGM RPM Package (x86_64) | RPM |
| DCGM Fabric Manager RPM Package (x86_64) | RPM |
| DCGM DEB Packages (x86_64) | DEB |
| DCGM Fabric Manager DEB Packages (x86_64) | DEB |
| EULA |
What's New in DCGM 1.4.6
- Added support for Tesla M10, and bandwidth test on Tesla P4
- Integration with open-source tools such as Prometheus, collectd to report GPU metrics
- Additional GPU metrics reported by DCGM (e.g. PCIe stats, Memory, Performance states, Video encoder/decoder clocks)
- Supports the NVIDIA® Tesla® V100 (32GB) GPU accelerator
- Many other improvements and bug fixes -- see release notes for details
Please download the DCGM 1.4.6 Package for your distribution below. Note that this version of DCGM requires at least an R384 Tesla driver that can be downloaded from NVIDIA Driver Downloads page
| Downloads | |
|---|---|
| User Guide & Install Instructions | |
| DCGM API Reference Guide | |
| NVIDIA Validation Suite User Guide | |
| DCGM Release Notes | |
| RPM Packages (x86_64) | RPM |
| RPM Packages (Power8) | RPM |
| DEB Packages (x86_64) | DEB |
| DEB Packages (Power8) | DEB |
| EULA |
What's New in DCGM 1.4.2
- Integration with open-source tools such as Prometheus, collectd to report GPU metrics
- Additional GPU metrics reported by DCGM (e.g. PCIe stats, Memory, Performance states, Video encoder/decoder clocks)
- Supports the NVIDIA® Tesla® V100 (32GB) GPU accelerator
- Many other improvements and bug fixes -- see release notes for details
DCGM 1.4.2 Downloads (May 2018)
Please download the DCGM 1.4.2 Package for your distribution below. Note that this version of DCGM requires at least an R384 Tesla driver that can be downloaded from NVIDIA Driver Downloads page
| Downloads | |
|---|---|
| User Guide & Install Instructions | |
| DCGM API Reference Guide | |
| NVIDIA Validation Suite User Guide | |
| DCGM Release Notes | |
| RPM Packages (x86_64) | RPM |
| RPM Packages (Power8) | RPM |
| DEB Packages (x86_64) | DEB |
| DEB Packages (Power8) | DEB |
| EULA |
What's New in DCGM 1.3.3
- DCGM features are now available on non-Tesla GPUs
- Includes additional GPU diagnostics to stress GPU hardware
- All functionality of NVVS is now accessible via the DCGM command line interface
- Supports the NVIDIA® Tesla® V100 Hyperscale PCIe GPU accelerator
- Many other improvements and bug fixes -- see release notes for details
DCGM 1.3.3 Downloads
Please download the DCGM 1.3.3 Package for your distribution below. Note that this version of DCGM requires at least an R384 Tesla driver that can be downloaded from NVIDIA Driver Downloads page
| Downloads | |
|---|---|
| User Guide & Install Instructions | |
| DCGM API Reference Guide | |
| NVIDIA Validation Suite User Guide | |
| DCGM Release Notes | |
| RPM Packages (x86_64) | RPM |
| RPM Packages (Power8) | RPM |
| DEB Packages (x86_64) | DEB |
| DEB Packages (Power8) | DEB |
| EULA |
What's New in DCGM 1.2.3
- Added support for the NVIDIA® Tesla® V100 GPU accelerator
- Performance improvements - up to 40x speedups for reporting of GPU metrics
- Added new policy triggers for XID events
- Bug fixes
DCGM 1.2.3 Downloads
Please download the DCGM 1.2.3 Package for your distribution below. Note that this version of DCGM requires at least an R384 Tesla driver that can be downloaded from NVIDIA Driver Downloads page
| Downloads | |
|---|---|
| User Guide & Install Instructions | |
| DCGM API Reference Guide | |
| NVVS User Guide | |
| DCGM Release Notes | |
| RPM Packages (x86_64) | RPM |
| RPM Packages (Power8) | RPM |
| DEB Packages (x86_64) | DEB |
| DEB Packages (Power8) | DEB |
| EULA |
NVIDIA DLSS is a new and improved deep learning neural network that boosts frame rates and generates beautiful, sharp images for your games. It gives you the performance headroom to maximize ray tracing settings and increase output resolution. DLSS is powered by dedicated AI processors on RTX GPUs called Tensor Cores.
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Great Scaling Across All RTX GPUs and Resolutions
A new, faster AI model more efficiently uses Tensor Cores to execute 2X faster than the original, improving frame rates and removing restrictions on supported GPUs, settings, and resolutions.
One Network for All Games
While the original DLSS required per-game training, DLSS offers a generalized AI network that removes the need to train for each specific game.
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'DLSS is a game changer.
Richard Leadbetter, Technology Editor'NVIDIA DLSS in 2020: Stunning Results. This could be a Game-Changer'
Tim Schiesser, Product Reviewer'DLSS is quietly PC gaming's greatest graphical revolution'
Alex Donaldson, Assistant EditorFAQ
A: DLSS is a deep learning neural network that uses the power of the NVIDIA RTX TensorCores to boost frame rates and generate sharp frames that approach or exceed native rendering.
A: DLSS is powered by NVIDIA RTX Tensor Cores. By tapping into a deep learning neural network, DLSS is able to combine anti-aliasing, feature enhancement, image sharpening and display scaling which traditional anti-aliasing solutions cannot. With this approach, DLSS delivers up to 2X greater performance with comparable image quality to full resolution native rendering.
A: Register here to request access to the DLSS beta program. Once your application is approved, NVIDIA will enable you to access DLSS through the public RTX Unreal Engine 4 branch including the DLSS plugin and/or the DLSS SDK.
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A: DLSS is available for all NVIDIA RTX GPUs and all resolution.
A: For information on integrating DLSS into a new engine, contact your NVIDIA developer relations contact and/or apply to the DLSS beta program here.