DGX OS 4 Desktop Software Release Notes

Release information for all users of DGX OS 4 Desktop on DGX Station.

Current status, information about included software, and known issues for DGX OS 4 Desktop for NVIDIA DGX Station.

1. DGX OS Desktop Releases and Versioning

This information helps you understand the DGX OS Desktop release numbering convention and your options to upgrade your DGX OS Desktop software.

DGX OS Desktop Releases

DGX OS is a customized Linux distribution that is based on Ubuntu Linux. It includes platform-specific configurations, diagnostic and monitoring tools, and the drivers that are required to provide the stable, tested, and supported OS to run AI, machine learning, and analytics applications on DGX systems.

DGX OS is released twice a year, typically around February and August, for two years after the first release. Updates are provided between releases and thereafter for the entire support duration.

Release Versions

The DGX OS release numbering convention is MAJOR.MINOR, and it defines the following types of releases:

  • Major releases are typically based on Ubuntu releases, which include new kernel versions and new features that are not always backwards compatible.
    For example:
    • DGX OS 5.x releases are based on Ubuntu 20.04.
    • DGX OS 4.x is based on Ubuntu 18.04.
  • Minor releases include mostly new NVIDIA features and accumulated bug fixes and security updates.

    These releases are incremental and always include all previous software changes.

    • In DGX OS 4 and earlier, minor releases were also typically aligned with NVIDIA Graphics Drivers for Linux releases.
    • In DGX OS 5, you now have the option to install newer NVIDIA Graphic Drivers independently of the DGX OS release.

DGX OS Release Mechanisms

This section provides information about the DGX OS release mechanisms that are available to install or upgrade to the latest version of the DGX OS.

The ISO Image

DGX OS is released as an ISO image that includes the necessary packages and an autonomous installer. Updated versions of the ISO image are also released that:

  • Provide bug fixes and security mitigations.

  • Improve the installation experience.

  • Provide hardware configuration support.

You should always use the latest ISO image, except when you need to restore the system to an earlier version.

Warning: This image allows you to install or reimage a DGX system to restore the system to a default state, but the process erases all of the changes that you applied to the OS.

The Linux Software Repositories

Upgrades to DGX OS are provided through the software repositories. Software repositories are storage locations from which your system retrieves and installs OS updates and applications. The repositories used by DGX OS are hosted by Canonical for the Ubuntu OS and NVIDIA for DGX specific software and other NVIDIA software. Each repository is a collection of software packages that are intended to install additional software and to update the software on DGX systems.

New versions of these packages, which contain bug fixes and security updates, provide an update to DGX OS releases. The repositories are also updated to include hardware enablement, which might add support for a new system or a new hardware component, such as a network card or disk drive. This update does not affect existing hardware configurations.

System upgrades are cumulative, which means that your systems will always receive the latest version of all of the updated software components. You cannot select which upgrades to make or limit upgrades to the non-latest DGX OS 5.x release.

Important: We recommend that you do not update only individual components.

Before you update a system, refer to the DGX OS Software Release Notes for a list of the available updates. For more information on displaying available updates and upgrade instructions, refer to the DGX OS 5 User Guide.

2. DGX OS Desktop 4 Releases

2.1. Configuration File Conflicts in Upgrades to DGX OS Desktop 4 Releases

During an upgrade to a DGX OS Desktop 4 release from an earlier release, you are prompted to resolve conflicts in configuration files. When prompted, evaluate the changes before accepting the maintainer’s version, keeping the local version, or manually resolving the difference.

Conflicts in /etc/apt/sources.list.d/dgxstation.list arise because the upgrade process edits the file to specify the bionic repositories for future updates. To avoid losing any customizations that users might have made to this file, keep the local version.

Conflicts in the following configuration files are the result of customizations to the Ubuntu Desktop OS made for DGX OS Desktop:

  • /etc/grub.d/10_linux. You can accept the package maintainer's version because the customizations are no longer required.
  • /etc/ssh/sshd_config. Keep the local version to preserve the customizations, which are still required.

2.2. Upgrading to DGX OS Desktop Release 4.13.0 from a 4.0 Release

Perform this task to upgrade to DGX OS Desktop release 4.13.0 from a DGX OS Desktop 4.0 release, for example, 4.0.4, 4.0.5, or 4.0.6. DGX OS Desktop Release 4.13.0 contains NVIDIA Graphics Drivers and NVIDIA CUDA Toolkit software from later release branches than the branches for DGX OS Desktop 4.0 releases. The upgrade process updates your package sources to obtain future updates from repositories for the new release.

Ensure that the following prerequisites are met:
  • You are logged in to your Ubuntu desktop on the DGX Station as an administrator user.
  • Your DGX Station is running a DGX OS Desktop 4.0 release, for example, 4.0.4, 4.0.5, or 4.0.6.
  1. Download information from all configured sources about the latest versions of the packages.
    $ sudo apt update
  2. Install the dgxstation-bionic-r418+cuda10.1-repo package.
    $ sudo apt install -y dgxstation-bionic-r418+cuda10.1-repo
    This step installs the R418 repository.
  3. Optional: To move to the R450 package, after the R418 repository is installed, issue the following command:
    $ sudo apt install -y dgxstation-bionic-r450+cuda11.0-repo
    
  4. After installing the dgxstation-bionic-r418+cuda10.1-repo package, download information from all configured sources about the latest versions of the packages again.
    $ sudo apt update
  5. Review the available updates by simulating an upgrade of the packages.
    $ sudo apt -s full-upgrade
  6. Install all available updates for your current DGX OS Desktop release.
    $ sudo apt -y full-upgrade
    Note: Even if the R450 repository is enabled, CUDA 11.0 is not automatically installed. To manually install CUDA 11.0, issue the following command:
    $ sudo apt install -y cuda-toolkit-11-0
  7. When the update is complete, restart your DGX Station.

    Any update to the NVIDIA Graphics Drivers for Linux requires a restart.

    If you update the NVIDIA Graphics Drivers for Linux without restarting the DGX Station, running the nvidia-smi command displays an error message.

    $ nvidia-smi
    Failed to initialize NVML: Driver/library version mismatch
    
  8. Confirm the NVIDIA Graphics Drivers for Linux and NVIDIA CUDA Toolkit software versions.
    $ nvidia-smi
    Fri Mar 13 18:03:56 2020
    +------------------------------------------------------------------------+
    | NVIDIA-SMI  418.126.02 Driver Version: 418.126.02  CUDA Version: 10.1  |
    |-----------------------------+--------------------+---------------------+
    ...

2.3. Changes to Distribution Methods for DGX OS Desktop Software Updates

To deliver security updates and critical bug fixes quickly, NVIDIA is changing how DGX OS Desktop software updates are distributed.

Starting with DGX OS Desktop 4.1.1, NVIDIA is introducing patch updates to DGX OS Desktop software in addition to the existing full DGX OS Desktop releases.

Patch updates are package upgrades to individual components in DGX OS Desktop software that are delivered through the DGX OS Desktop update repository. You must opt in to receive patch updates. If you don't opt in to patch updates, you will get these updates in the next full release, which aggregates the changes in all patch updates since the previous full release. Therefore, you can choose between always having the latest updates or reducing the frequency of software updates to your system by updating only when NVIDIA issues a full DGX OS Desktop release.

Previously, all DGX OS Desktop software updates were full releases and were available to all users without the need to opt in.

For more information about full DGX OS Desktop releases and patch updates, and how they are identified, see DGX OS Desktop Releases and Versioning.

2.4. DGX OS Desktop 4 Release History

2.4.1. DGX OS Desktop 4 Updates

Updates in Release 4.14.0

  • New software releases:
    • Linux Kernel: 4.15.0-176
    • NVIDIA Graphics Drivers for Linux: 450.203.03
    • cuDNN Library: 8.4.1
    • NCCL: 2.13.4
    • NVSM: 20.09.40
    • DCGM: 2.4.5
    • MLNX OFED: 4.9-4.1.7.0
    • NVIDIA Container Runtime for Docker: 3.7.0-1
    • Docker CE: 20.10.17
Note:

When starting the DCGM service, a version mismatch error message similar to the following will appear:

[78075.772392] nvidia-nvswitch: Version mismatch, kernel version 450.80.00 user version 450.51.06

This occurs with GPU driver versions later than 450.51.06. The version check occurs on all DGX systems, but applies only to NVSwitch systems, so the message can be ignored on the DGX Station/DGX-1 system.

Updates in Release 4.13.0

  • New software releases:
Note:

When starting the DCGM service, a version mismatch error message similar to the following will appear:

[78075.772392] nvidia-nvswitch: Version mismatch, kernel version 450.80.00 user version 450.51.06

This occurs with GPU driver versions later than 450.51.06. The version check occurs on all DGX systems, but applies only to NVSwitch systems, so the message can be ignored on the DGX Station/DGX-1 system.

Updates in Release 4.11.0

Note:

When starting the DCGM service, a version mismatch error message similar to the following will appear:

[78075.772392] nvidia-nvswitch: Version mismatch, kernel version 450.80.00 user version 450.51.06

This occurs with GPU driver versions later than 450.51.06. The version check occurs on all DGX systems, but applies only to NVSwitch systems, so the message can be ignored on the DGX Station/DGX-1 system.

Updates in Release 4.10.0

Note:

When starting the DCGM service, a version mismatch error message similar to the following will appear:

[78075.772392] nvidia-nvswitch: Version mismatch, kernel version 450.80.00 user version 450.51.06

This occurs with GPU driver versions later than 450.51.06. The version check occurs on all DGX systems, but applies only to NVSwitch systems, so the message can be ignored on the DGX Station/DGX-1 system.

Updates in Release 4.9.0

Note:

When starting the DCGM service, a version mismatch error message similar to the following will appear:

[78075.772392] nvidia-nvswitch: Version mismatch, kernel version 450.80.00 user version 450.51.06

This occurs with GPU driver versions later than 450.51.06. The version check occurs on all DGX systems, but applies only to NVSwitch systems, so the message can be ignored on the DGX Station/DGX-1 system.

Updates in Release 4.8.0

Note:

When starting the DCGM service, a version mismatch error message similar to the following will appear:

[78075.772392] nvidia-nvswitch: Version mismatch, kernel version 450.80.00 user version 450.51.06

This occurs with GPU driver versions later than 450.51.06. The version check occurs on all DGX systems, but applies only to NVSwitch systems, so the message can be ignored on the DGX Station/DGX-1 system.

Updates in Release 4.7.0

Note:

When starting the DCGM service, a version mismatch error message similar to the following will appear:

[78075.772392] nvidia-nvswitch: Version mismatch, kernel version 450.80.00 user version 450.51.06

This occurs with GPU driver versions later than 450.51.06. The version check occurs on all DGX systems, but applies only to NVSwitch systems, so the message can be ignored on the DGX Station/DGX-1 system.

Updates in Release 4.6.0

Note:

When starting the DCGM service, a version mismatch error message similar to the following will appear:

[78075.772392] nvidia-nvswitch: Version mismatch, kernel version 450.80.00 user version 450.51.06

This occurs with GPU driver versions later than 450.51.06. The version check occurs on all DGX systems, but applies only to NVSwitch systems, so the message can be ignored on the DGX Station/DGX-1 system.

Updates in Release 4.5.0

  • New software releases:
  • Support for the NVSM commands nvsm show health and nvsm dump health on the DGX Station, which replaces the nvhealth and nvsysinfo commands
  • Support for disabling and restoring CPU mitigations

Updates in Release 4.4.0

  • New software releases:
  • Support for the NVSM commands nvsm show health and nvsm dump health on the DGX Station, which replaces the nvhealth and nvsysinfo commands
  • Support for disabling and restoring CPU mitigations

Updates in Release 4.3.0

Updates in Release 4.2.0

This DGX OS Desktop release introduces new software releases since patch update 4.1.1 and accumulates the new software releases previously distributed through patch update 4.1.1.

  • New software releases since patch update 4.1.1:
    • Ubuntu Desktop Operating System 18.04.3
    • NVIDIA Graphics Drivers for Linux 418.87.01
    • NVIDIA Container Runtime for Docker 3.1.1
    • Docker CE 19.03
  • New software releases previously distributed through patch update 4.1.1:

Updates in Patch Update 4.1.1

  • New software releases:
    • NVIDIA Graphics Drivers for Linux 418.87.00
    • NVIDIA CUDA Toolkit 10.1.243
    • NVIDIA cuDNN Library 7.6.2
    • NCCL 2.4.7
    • NVIDIA Container Runtime for Docker 3.0.0
    • Docker CE 18.09.8

Updates in Release 4.1.0

  • New software releases:

Updates in Release 4.0.7

  • New software releases: NVIDIA Graphics Drivers for Linux 410.129

Updates in Release 4.0.6

  • New software releases:

Updates in Release 4.0.5

Updates in Release 4.0.4

  • New software releases:
    • Ubuntu Desktop Operating System 18.04 LTS

      In Ubuntu 18.04, the GNOME desktop environment replaces the Unity desktop environment. For help getting started with the GNOME desktop environment, see Introduction to GNOME in the Ubuntu 18.04 Official Documentation.

    • NVIDIA Graphics Drivers for Linux 410.79
    • NVIDIA CUDA Toolkit 10.0.130
    • NVIDIA cuDNN Library 7.3.1
    • NCCL 2.3.5-4
    • Docker CE 18.06.1
  • Introduction of NVIDIA Container Runtime for Docker to replace Docker Engine Utility for NVIDIA GPUs

2.4.3. DGX OS Desktop 4 Obsolete Packages

Packages Made Obsolete in Release 4-14-0

None.

Packages Made Obsolete in Release 4-13-0

None.

Packages Made Obsolete in Release 4.12.0

None.

Packages Made Obsolete in Release 4.11.0

None.

Packages Made Obsolete in Release 4.10.0

None.

Packages Made Obsolete in Release 4.9.0

None.

Packages Made Obsolete in Release 4.8.0

None.

Packages Made Obsolete in Release 4.7.0

None.

Packages Made Obsolete in Release 4.6.0

None.

Packages Made Obsolete in Release 4.5.0

None.

Packages Made Obsolete in Release 4.4.0

  • nvhealth
  • nvsysinfo

Packages Made Obsolete in Release 4.3.0

None.

Packages Made Obsolete in Release 4.2.0

None.

Packages Made Obsolete in Patch Update 4.1.1

libnvidia-diagnostic-418

Packages Made Obsolete in Release 4.1.0

None.

Packages Made Obsolete in Release 4.0.7

None.

Packages Made Obsolete in Release 4.0.6

None.

Packages Made Obsolete in Release 4.0.5

None.

Packages Made Obsolete in Release 4.0.4

nvidia-docker

Note: As a result of the update to a new release of the Ubuntu Desktop Operating System, many packages from Canonical are also made obsolete in this release of DGX OS Desktop.

2.5. DGX OS Desktop 4.14 Releases

2.5.1. DGX OS Desktop Software Release 4.14.0

Software Releases in DGX OS Desktop Release 4.14.0

The following table shows the software releases that are installed on the DGX Station after you install this release.

Attention: If your system is running a version earlier than DGX OS 4.12.0, you need to update the keys on the system. Refer to Rotating the GPG Key for more information about how to rotate the keys
Software Release with R450 Additional Information
Ubuntu Desktop Operating System

18.04

See also note (2).

Ubuntu 18.04 Desktop Guide
Linux kernel

4.15.0-176

See also note (2).

 
NVIDIA Graphics Drivers for Linux 450.203.03  
NVIDIA CUDA Toolkit 11.0.3 CUDA Toolkit Documentation
NVIDIA CUDA Deep Neural Network (cuDNN) Library 8.4.1 NVIDIA Deep Learning SDK Documentation
NVIDIA Collective Communication Library (NCCL) 2.13.4 NVIDIA Deep Learning SDK Documentation
NVIDIA System Management (NVSM) 20.09.37 NVIDIA System Management Documentation
OpenGL 4.6 OpenGL API Documentation Overview
NVIDIA Container Runtime for Docker

3.7.0-1

See note (3).

NVIDIA Deep Learning Frameworks Documentation
Docker CE

20.10.17

See also note (4).

Note:
  1. Repository updates for version 4.14.0 are currently in progress as of August 23, 2022.

  2. DGX OS Desktop 4.14.0 was tested with this release. If subsequent upgrades to the Linux kernel were made available before you upgraded to DGX OS Desktop 4.14.0, your system might be running a later release.
  3. NVIDIA Container Runtime for Docker replaces Docker Engine Utility for NVIDIA GPUs. In earlier releases, NVIDIA Container Runtime for Docker was available as an optional upgrade as described in Upgrading to the NVIDIA Container Runtime for Docker.
  4. Updates to Docker CE are no longer provided from Docker’s stable repository, but instead from a repository that is maintained by NVIDIA. The release of Docker CE on your DGX Station is the release that is available from this NVIDIA repository when you update your DGX OS Desktop software over the network.

    To determine the release of Docker CE that is installed on your DGX Station, run the following command:

    # dpkg -l docker-ce

Updates in Release 4.14.0

  • New software releases:
    • Linux Kernel: 4.15.0-176
    • NVIDIA Graphics Drivers for Linux: 450.203.03
    • cuDNN Library: 8.4.1
    • NCCL: 2.13.4
    • NVSM: 20.09.40
    • DCGM: 2.4.5
    • MLNX OFED: 4.9-4.1.7.0
    • NVIDIA Container Runtime for Docker: 3.7.0-1
    • Docker CE: 20.10.17
Note:

When starting the DCGM service, a version mismatch error message similar to the following will appear:

[78075.772392] nvidia-nvswitch: Version mismatch, kernel version 450.80.00 user version 450.51.06

This occurs with GPU driver versions later than 450.51.06. The version check occurs on all DGX systems, but applies only to NVSwitch systems, so the message can be ignored on the DGX Station/DGX-1 system.

Distribution Methods

  • Online upgrade
  • ISO image file

Supported Upgrade Paths

Packages Made Obsolete in Release 4-14-0

None.

2.6. DGX OS Desktop 4.13 Releases

2.6.1. DGX OS Desktop Software Release 4.13.0

Software Releases in DGX OS Desktop Release 4.13.0

The following table shows the software releases that are installed on the DGX Station after you install this release.

Attention: If your system is running a version earlier than DGX OS 4.12, you need to update the keys on the system. Refer to Rotating the GPG Key for more information about how to rotate the keys
Software Release with R450 Additional Information
Ubuntu Desktop Operating System

18.04

See also note (1).

Ubuntu 18.04 Desktop Guide
Linux kernel

4.15.0-176

See also note (1).

 
NVIDIA Graphics Drivers for Linux 450.191.01  
NVIDIA CUDA Toolkit 11.03 CUDA Toolkit Documentation
NVIDIA CUDA Deep Neural Network (cuDNN) Library 8.3.3 NVIDIA Deep Learning SDK Documentation
NVIDIA Collective Communication Library (NCCL) 2.12.12 NVIDIA Deep Learning SDK Documentation
NVIDIA System Management (NVSM) 20.09.37 NVIDIA System Management Documentation
OpenGL 4.6 OpenGL API Documentation Overview
NVIDIA Container Runtime for Docker

3.7.0-1

See note (2).

NVIDIA Deep Learning Frameworks Documentation
Docker CE

20.10.14

See also note (3).

Note:
  1. DGX OS Desktop 4.13.0 was tested with this release. If subsequent upgrades to the Linux kernel were made available before you upgraded to DGX OS Desktop 4.13.0, your system might be running a later release.
  2. NVIDIA Container Runtime for Docker replaces Docker Engine Utility for NVIDIA GPUs. In earlier releases, NVIDIA Container Runtime for Docker was available as an optional upgrade as described in Upgrading to the NVIDIA Container Runtime for Docker.
  3. Updates to Docker CE are no longer provided from Docker’s stable repository, but instead from a repository that is maintained by NVIDIA. The release of Docker CE on your DGX Station is the release that is available from this NVIDIA repository when you update your DGX OS Desktop software over the network.

    To determine the release of Docker CE that is installed on your DGX Station, run the following command:

    # dpkg -l docker-ce

Updates in Release 4.13.0

  • New software releases:
Note:

When starting the DCGM service, a version mismatch error message similar to the following will appear:

[78075.772392] nvidia-nvswitch: Version mismatch, kernel version 450.80.00 user version 450.51.06

This occurs with GPU driver versions later than 450.51.06. The version check occurs on all DGX systems, but applies only to NVSwitch systems, so the message can be ignored on the DGX Station/DGX-1 system.

Distribution Methods

  • Online upgrade
  • ISO image file

Supported Upgrade Paths

Packages Made Obsolete in Release 4-13-0

None.

2.7. DGX OS Desktop 4.12 Releases

2.7.1. DGX OS Desktop Software Release 4.12.0

Software Releases in DGX OS Desktop Release 4.12.0

The following table shows the software releases that are installed on the DGX Station after you install this release.

Important: In DGX OS 4.12, the GPG keys that are used to sign the packages and metadata in those repositories need to be rotated. Refer to Rotating the GPG Key for more information.

The component versions in DGX OS 4.12.0 are identical to the versions in DGX OS 4.11.0.

Software Release with R450 Additional Information
Ubuntu Desktop Operating System

18.04

See also note (1).

Ubuntu 18.04 Desktop Guide
Linux kernel

4.15.0-156-generic (or later)

See also note (1).

 
NVIDIA Graphics Drivers for Linux 450.172.01  
NVIDIA CUDA Toolkit 11.0.3 CUDA Toolkit Documentation
NVIDIA CUDA Deep Neural Network (cuDNN) Library 8.3.2 NVIDIA Deep Learning SDK Documentation
NVIDIA Collective Communication Library (NCCL) 2.11.4 NVIDIA Deep Learning SDK Documentation
NVIDIA System Management (NVSM) 20.09.35 NVIDIA System Management Documentation
OpenGL 4.6 OpenGL API Documentation Overview
NVIDIA Container Runtime for Docker

3.7.0-1

See note (2).

NVIDIA Deep Learning Frameworks Documentation
Docker CE

20.10.11

See also note (3).

Note:
  1. DGX OS Desktop 4.12.0 was tested with this release. If subsequent upgrades to the Linux kernel were made available before you upgraded to DGX OS Desktop 4.12.0, your system might be running a later release.
  2. NVIDIA Container Runtime for Docker replaces Docker Engine Utility for NVIDIA GPUs. In earlier releases, NVIDIA Container Runtime for Docker was available as an optional upgrade as described in Upgrading to the NVIDIA Container Runtime for Docker.
  3. Updates to Docker CE are no longer provided from Docker’s stable repository, but instead from a repository that is maintained by NVIDIA. The release of Docker CE on your DGX Station is the release that is available from this NVIDIA repository when you update your DGX OS Desktop software over the network.

    To determine the release of Docker CE that is installed on your DGX Station, run the following command:

    # dpkg -l docker-ce
Note:

When starting the DCGM service, a version mismatch error message similar to the following will appear:

[78075.772392] nvidia-nvswitch: Version mismatch, kernel version 450.80.00 user version 450.51.06

This occurs with GPU driver versions later than 450.51.06. The version check occurs on all DGX systems, but applies only to NVSwitch systems, so the message can be ignored on the DGX Station/DGX-1 system.

Distribution Methods

  • Online upgrade
  • ISO image file

Supported Upgrade Paths

Packages Made Obsolete in Release 4.12.0

None.

2.7.2. Rotating the GPG Key

NVIDIA constantly evaluates and improves security implementations. As part of these improvements, we are rolling out changes to harden the security and reliability of our repositories. These changes require rotating the GPG keys that are used to sign the metadata and packages in those repositories. This section provides information about how to rotate the GPG keys on your system.

  1. Download the new repository setup packages.
    $ wget https://international.download.nvidia.com/dgxstation/repos/bionic/pool/multiverse/d/dgxstation-repo/dgxstation-repo_1.0-5_amd64.deb
    $ wget https://international.download.nvidia.com/dgxstation/repos/bionic/pool/multiverse/n/nvidia-repo-keys/nvidia-repo-keys_22.04-1_all.deb 
  2. Directly install the .deb packages, which skips the GPG check performed in apt.
    Note: If prompted, ensure that you accept the maintainer's version for all files.
    $ $ sudo dpkg --force-confnew -i ./nvidia-repo-keys_22.04-1_all.deb  ./dgxstation-repo_1.0-5_amd64.deb
  3. Manually revoke the previous DGX and CUDA GPG keys.
    $ sudo apt-key del 629C85F2
    $ sudo apt-key del 7FA2AF80
  4. Update the optional repositories that were previously enabled.
    for x in $(find /etc/apt/sources.list.d -name "dgx*.list"); do if ! grep -q "signed-by" $x; then sudo sed -i 's|^deb |deb [arch=amd64 signed-by=/usr/share/keyrings/dgx_debian_prod.gpg] |' $x; fi; done
OTA updates can now occur as normal.

2.8. DGX OS Desktop 4.11 Releases

2.8.1. DGX OS Desktop Software Release 4.11.0

Software Releases in DGX OS Desktop Release 4.11.0

The following table shows the software releases that are installed on the DGX Station after you install this release.

Software Release with R450 Additional Information
Ubuntu Desktop Operating System

18.04

See also note (1).

Ubuntu 18.04 Desktop Guide
Linux kernel

4.15.0-156-generic (or later)

See also note (1).

 
NVIDIA Graphics Drivers for Linux 450.172.01  
NVIDIA CUDA Toolkit 11.0.3 CUDA Toolkit Documentation
NVIDIA CUDA Deep Neural Network (cuDNN) Library 8.3.2 NVIDIA Deep Learning SDK Documentation
NVIDIA Collective Communication Library (NCCL) 2.11.4 NVIDIA Deep Learning SDK Documentation
NVIDIA System Management (NVSM) 20.09.35 NVIDIA System Management Documentation
OpenGL 4.6 OpenGL API Documentation Overview
NVIDIA Container Runtime for Docker

3.7.0-1

See note (2).

NVIDIA Deep Learning Frameworks Documentation
Docker CE

20.10.11

See also note (3).

Note:
  1. DGX OS Desktop 4.11.0 was tested with this release. If subsequent upgrades to the Linux kernel were made available before you upgraded to DGX OS Desktop 4.11.0, your system might be running a later release.
  2. NVIDIA Container Runtime for Docker replaces Docker Engine Utility for NVIDIA GPUs. In earlier releases, NVIDIA Container Runtime for Docker was available as an optional upgrade as described in Upgrading to the NVIDIA Container Runtime for Docker.
  3. Updates to Docker CE are no longer provided from Docker’s stable repository, but instead from a repository that is maintained by NVIDIA. The release of Docker CE on your DGX Station is the release that is available from this NVIDIA repository when you update your DGX OS Desktop software over the network.

    To determine the release of Docker CE that is installed on your DGX Station, run the following command:

    # dpkg -l docker-ce

Updates in Release 4.11.0

Note:

When starting the DCGM service, a version mismatch error message similar to the following will appear:

[78075.772392] nvidia-nvswitch: Version mismatch, kernel version 450.80.00 user version 450.51.06

This occurs with GPU driver versions later than 450.51.06. The version check occurs on all DGX systems, but applies only to NVSwitch systems, so the message can be ignored on the DGX Station/DGX-1 system.

Distribution Methods

  • Online upgrade
  • ISO image file

Supported Upgrade Paths

Packages Made Obsolete in Release 4.11.0

None.

2.9. DGX OS Desktop 4.10 Releases

2.9.1. DGX OS Desktop Software Release 4.10.0

Software Releases in DGX OS Desktop Release 4.10.0

The following table shows the software releases that are installed on the DGX Station after you install this release.

Software Release with R418 Release with R450 Additional Information
Ubuntu Desktop Operating System

18.04

See also note (1).

18.04

See also note (1).

Ubuntu 18.04 Desktop Guide
Linux kernel

4.15.0-156-generic (or later)

See also note (1).

4.15.0-156-generic (or later)

See also note (1).

 
NVIDIA Graphics Drivers for Linux 418.226.00 450.156.00  
NVIDIA CUDA Toolkit 10.1 Update 2 11.0.3 CUDA Toolkit Documentation
NVIDIA CUDA Deep Neural Network (cuDNN) Library 8.0.5 8.2.2 NVIDIA Deep Learning SDK Documentation
NVIDIA Collective Communication Library (NCCL) 2.8.3 2.11.4 NVIDIA Deep Learning SDK Documentation
NVIDIA System Management (NVSM) 20.03.6 20.09.34 NVIDIA System Management Documentation
OpenGL 4.6 4.6 OpenGL API Documentation Overview
NVIDIA Container Runtime for Docker

3.5.0-1

See note (2).

3.5.0-1

See note (2).

NVIDIA Deep Learning Frameworks Documentation
Docker CE

20.10.8

See also note (3).

20.10.8

See also note (3).

Note:
  1. DGX OS Desktop 4.10.0 was tested with this release. If subsequent upgrades to the Linux kernel were made available before you upgraded to DGX OS Desktop 4.10.0, your system might be running a later release.
  2. NVIDIA Container Runtime for Docker replaces Docker Engine Utility for NVIDIA GPUs. In earlier releases, NVIDIA Container Runtime for Docker was available as an optional upgrade as described in Upgrading to the NVIDIA Container Runtime for Docker.
  3. Updates to Docker CE are no longer provided from Docker’s stable repository, but instead from a repository that is maintained by NVIDIA. The release of Docker CE on your DGX Station is the release that is available from this NVIDIA repository when you update your DGX OS Desktop software over the network.

    To determine the release of Docker CE that is installed on your DGX Station, run the following command:

    # dpkg -l docker-ce

Updates in Release 4.10.0

Note:

When starting the DCGM service, a version mismatch error message similar to the following will appear:

[78075.772392] nvidia-nvswitch: Version mismatch, kernel version 450.80.00 user version 450.51.06

This occurs with GPU driver versions later than 450.51.06. The version check occurs on all DGX systems, but applies only to NVSwitch systems, so the message can be ignored on the DGX Station/DGX-1 system.

Distribution Methods

  • Online upgrade
  • ISO image file

Supported Upgrade Paths

Packages Made Obsolete in Release 4.10.0

None.

2.10. DGX OS Desktop 4.9 Releases

2.10.1. DGX OS Desktop Software Release 4.9.0

Software Releases in DGX OS Desktop Release 4.9.0

The following table shows the software releases that are installed on the DGX Station after you install this release.

Software Release with R418 Release with R450 Additional Information
Ubuntu Desktop Operating System

18.04

See also note (1).

18.04

See also note (1).

Ubuntu 18.04 Desktop Guide
Linux kernel

4.15.0-151

See also note (1).

4.15.0-151

See also note (1).

 
NVIDIA Graphics Drivers for Linux 418.211.00 450.142.00  
NVIDIA CUDA Toolkit 10.1 Update 2 11.0.3 CUDA Toolkit Documentation
NVIDIA CUDA Deep Neural Network (cuDNN) Library 8.0.5 8.2.1 NVIDIA Deep Learning SDK Documentation
NVIDIA Collective Communication Library (NCCL) 2.8.3 2.9.9 NVIDIA Deep Learning SDK Documentation
NVIDIA System Management (NVSM) 20.03.6 20.09.33 NVIDIA System Management Documentation
OpenGL 4.6 4.6 OpenGL API Documentation Overview
NVIDIA Container Runtime for Docker

3.3.0

See note (2).

3.3.0

See note (2).

NVIDIA Deep Learning Frameworks Documentation
Docker CE

19.03.15

See also note (3).

19.03.15

See also note (3).

Note:
  1. DGX OS Desktop 4.9.0 was tested with this release. If subsequent upgrades to the Linux kernel were made available before you upgraded to DGX OS Desktop 4.9.0, your system might be running a later release.
  2. NVIDIA Container Runtime for Docker replaces Docker Engine Utility for NVIDIA GPUs. In earlier releases, NVIDIA Container Runtime for Docker was available as an optional upgrade as described in Upgrading to the NVIDIA Container Runtime for Docker.
  3. Updates to Docker CE are no longer provided from Docker’s stable repository, but instead from a repository that is maintained by NVIDIA. The release of Docker CE on your DGX Station is the release that is available from this NVIDIA repository when you update your DGX OS Desktop software over the network.

    To determine the release of Docker CE that is installed on your DGX Station, run the following command:

    # dpkg -l docker-ce

Updates in Release 4.9.0

Note:

When starting the DCGM service, a version mismatch error message similar to the following will appear:

[78075.772392] nvidia-nvswitch: Version mismatch, kernel version 450.80.00 user version 450.51.06

This occurs with GPU driver versions later than 450.51.06. The version check occurs on all DGX systems, but applies only to NVSwitch systems, so the message can be ignored on the DGX Station/DGX-1 system.

Distribution Methods

  • Online upgrade
  • ISO image file

Supported Upgrade Paths

Packages Made Obsolete in Release 4.9.0

None.

2.11. DGX OS Desktop 4.8 Releases

2.11.1. DGX OS Desktop Software Release 4.8.0

Software Releases in DGX OS Desktop Release 4.8.0

The following table shows the software releases that are installed on the DGX Station after you install this release.

Software Release with R418 Release with R450 Additional Information
Ubuntu Desktop Operating System

18.04

See also note (1).

18.04

See also note (1).

Ubuntu 18.04 Desktop Guide
Linux kernel

4.15.0-137

See also note (1).

4.15.0-137

See also note (1).

 
NVIDIA Graphics Drivers for Linux 418.197.02 450.119.03  
NVIDIA CUDA Toolkit 10.1 Update 2 11.0.3 CUDA Toolkit Documentation
NVIDIA CUDA Deep Neural Network (cuDNN) Library 8.0.5 8.0.5 NVIDIA Deep Learning SDK Documentation
NVIDIA Collective Communication Library (NCCL) 2.8.3 2.9.9 NVIDIA Deep Learning SDK Documentation
NVIDIA System Management (NVSM) 20.03.06 20.09.21 NVIDIA System Management Documentation
OpenGL 4.6 4.6 OpenGL API Documentation Overview
NVIDIA Container Runtime for Docker

3.3.0

See note (2).

3.3.0

See note (2).

NVIDIA Deep Learning Frameworks Documentation
Docker CE

19.03.15

See also note (3).

19.03.15

See also note (3).

Note:
  1. DGX OS Desktop 4.8.0 was tested with this release. If subsequent upgrades to the Linux kernel were made available before you upgraded to DGX OS Desktop 4.8.0, your system might be running a later release.
  2. NVIDIA Container Runtime for Docker replaces Docker Engine Utility for NVIDIA GPUs. In earlier releases, NVIDIA Container Runtime for Docker was available as an optional upgrade as described in Upgrading to the NVIDIA Container Runtime for Docker.
  3. Updates to Docker CE are no longer provided from Docker’s stable repository, but instead from a repository that is maintained by NVIDIA. The release of Docker CE on your DGX Station is the release that is available from this NVIDIA repository when you update your DGX OS Desktop software over the network.

    To determine the release of Docker CE that is installed on your DGX Station, run the following command:

    # dpkg -l docker-ce

Updates in Release 4.8.0

Note:

When starting the DCGM service, a version mismatch error message similar to the following will appear:

[78075.772392] nvidia-nvswitch: Version mismatch, kernel version 450.80.00 user version 450.51.06

This occurs with GPU driver versions later than 450.51.06. The version check occurs on all DGX systems, but applies only to NVSwitch systems, so the message can be ignored on the DGX Station/DGX-1 system.

Distribution Methods

  • Online upgrade
  • ISO image file

Supported Upgrade Paths

Packages Made Obsolete in Release 4.8.0

None.

2.12. DGX OS Desktop 4.7 Releases

2.12.1. DGX OS Desktop Software Release 4.7.0

Software Releases in DGX OS Desktop Release 4.7.0

The following table shows the software releases that are installed on the DGX Station after you install this release.

Software Release with R418 Release with R450 Additional Information
Ubuntu Desktop Operating System

18.04

See also note (1).

18.04

See also note (1).

Ubuntu 18.04 Desktop Guide
Linux kernel

4.15.0-124

See also note (1).

4.15.0-124

See also note (1).

 
NVIDIA Graphics Drivers for Linux 418.181.07 450.102.04  
NVIDIA CUDA Toolkit 10.1 Update 2 11.0.3 CUDA Toolkit Documentation
NVIDIA CUDA Deep Neural Network (cuDNN) Library 8.0.5 8.0.5 NVIDIA Deep Learning SDK Documentation
NVIDIA Collective Communication Library (NCCL) 2.8.3 2.8.3 NVIDIA Deep Learning SDK Documentation
NVIDIA System Management (NVSM) 20.03.06 20.05.19 NVIDIA System Management Documentation
OpenGL 4.6 4.6 OpenGL API Documentation Overview
NVIDIA Container Runtime for Docker

3.3.0

See note (2).

3.3.0

See note (2).

NVIDIA Deep Learning Frameworks Documentation
Docker CE

19.03.14

See also note (3).

19.03.14

See also note (3).

Note:
  1. DGX OS Desktop 4.7.0 was tested with this release. If subsequent upgrades to the Linux kernel were made available before you upgraded to DGX OS Desktop 4.7.0, your system might be running a later release.
  2. NVIDIA Container Runtime for Docker replaces Docker Engine Utility for NVIDIA GPUs. In earlier releases, NVIDIA Container Runtime for Docker was available as an optional upgrade as described in Upgrading to the NVIDIA Container Runtime for Docker.
  3. Updates to Docker CE are no longer provided from Docker’s stable repository, but instead from a repository that is maintained by NVIDIA. The release of Docker CE on your DGX Station is the release that is available from this NVIDIA repository when you update your DGX OS Desktop software over the network.

    To determine the release of Docker CE that is installed on your DGX Station, run the following command:

    # dpkg -l docker-ce

Updates in Release 4.7.0

Note:

When starting the DCGM service, a version mismatch error message similar to the following will appear:

[78075.772392] nvidia-nvswitch: Version mismatch, kernel version 450.80.00 user version 450.51.06

This occurs with GPU driver versions later than 450.51.06. The version check occurs on all DGX systems, but applies only to NVSwitch systems, so the message can be ignored on the DGX Station/DGX-1 system.

Distribution Methods

  • Online upgrade
  • ISO image file

Supported Upgrade Paths

Packages Made Obsolete in Release 4.7.0

None.

2.13. DGX OS Desktop 4.6 Releases

2.13.1. DGX OS Desktop Software Release 4.6.0

Software Releases in DGX OS Desktop Release 4.6.0

The following table shows the software releases that are installed on the DGX Station after you install this release.

Software Release with R418 Release with R450 Additional Information
Ubuntu Desktop Operating System

18.04.3

See also note (1).

18.04.3

See also note (1).

Ubuntu 18.04 Desktop Guide
Linux kernel

4.15.0-112-generic

See also note (1).

4.15.0-112-generic

See also note (1).

 
NVIDIA Graphics Drivers for Linux 418.165.02 450.80.02  
NVIDIA CUDA Toolkit 10.1 11.0 CUDA Toolkit Documentation
NVIDIA CUDA Deep Neural Network (cuDNN) Library 8.0.2.39+CUDA 10.1 8.0.4.8+CUDA 11.0 NVIDIA Deep Learning SDK Documentation
NVIDIA Collective Communication Library (NCCL) 2.7.8-1+CUDA 10.1 2.7.8-1+CUDA 11.0 NVIDIA Deep Learning SDK Documentation
NVIDIA System Management (NVSM) 20.03.06 20.05.19 NVIDIA System Management Documentation
OpenGL 4.6 4.6 OpenGL API Documentation Overview
NVIDIA Container Runtime for Docker

3.3.0-1

See note (2).

3.3.0-1

See note (2).

NVIDIA Deep Learning Frameworks Documentation
Docker CE

19.03.12

See also note (3).

19.03.12

See also note (3).

Note:
  1. DGX OS Desktop 4.6.0 was tested with this release. If subsequent upgrades to the Linux kernel were made available before you upgraded to DGX OS Desktop 4.6.0, your system might be running a later release.
  2. NVIDIA Container Runtime for Docker replaces Docker Engine Utility for NVIDIA GPUs. In earlier releases, NVIDIA Container Runtime for Docker was available as an optional upgrade as described in Upgrading to the NVIDIA Container Runtime for Docker.
  3. Updates to Docker CE are no longer provided from Docker’s stable repository, but instead from a repository that is maintained by NVIDIA. The release of Docker CE on your DGX Station is the release that is available from this NVIDIA repository when you update your DGX OS Desktop software over the network.

    To determine the release of Docker CE that is installed on your DGX Station, run the following command:

    # dpkg -l docker-ce

Updates in Release 4.6.0

Note:

When starting the DCGM service, a version mismatch error message similar to the following will appear:

[78075.772392] nvidia-nvswitch: Version mismatch, kernel version 450.80.00 user version 450.51.06

This occurs with GPU driver versions later than 450.51.06. The version check occurs on all DGX systems, but applies only to NVSwitch systems, so the message can be ignored on the DGX Station/DGX-1 system.

Distribution Methods

  • Online upgrade
  • ISO image file

Supported Upgrade Paths

Packages Made Obsolete in Release 4.6.0

None.

2.14. DGX OS Desktop 4.5 Releases

2.14.1. DGX OS Desktop Software Release 4.5.0

Software Releases in DGX OS Desktop Release 4.5.0

The following table shows the software releases that are installed on the DGX Station after you install this release.

Software Release with R418 Release with R450 Additional Information
Ubuntu Desktop Operating System

18.04.3

See also note (1).

18.04.3

See also note (1).

Ubuntu 18.04 Desktop Guide
Linux kernel

4.15.0-106-generic

See also note (1).

4.15.0-106-generic

See also note (1).

 
NVIDIA Graphics Drivers for Linux 418.152.00 450.51.05  
NVIDIA CUDA Toolkit 10.1.243 11.0 CUDA Toolkit Documentation
NVIDIA CUDA Deep Neural Network (cuDNN) Library 7.6.5 8.0.0 NVIDIA Deep Learning SDK Documentation
NVIDIA Collective Communication Library (NCCL) 2.6.4 2.7.3 NVIDIA Deep Learning SDK Documentation
NVIDIA System Management (NVSM) 20.03.06 20.05.09 NVIDIA System Management Documentation
OpenGL 4.6 4.6 OpenGL API Documentation Overview
NVIDIA Container Runtime for Docker

3.1.4

See note (2).

3.1.4

See note (2).

NVIDIA Deep Learning Frameworks Documentation
Docker CE

19.03.8

See also note (3).

19.03.8

See also note (3).

Note:
  1. DGX OS Desktop 4.5.0 was tested with this release. If subsequent upgrades to the Linux kernel were made available before you upgraded to DGX OS Desktop 4.5.0, your system might be running a later release.
  2. NVIDIA Container Runtime for Docker replaces Docker Engine Utility for NVIDIA GPUs. In earlier releases, NVIDIA Container Runtime for Docker was available as an optional upgrade as described in Upgrading to the NVIDIA Container Runtime for Docker.
  3. Updates to Docker CE are no longer provided from Docker’s stable repository, but instead from a repository that is maintained by NVIDIA. The release of Docker CE on your DGX Station is the release that is available from this NVIDIA repository when you update your DGX OS Desktop software over the network.

    To determine the release of Docker CE that is installed on your DGX Station, run the following command:

    # dpkg -l docker-ce

Updates in Release 4.5.0

  • New software releases:
  • Support for the NVSM commands nvsm show health and nvsm dump health on the DGX Station, which replaces the nvhealth and nvsysinfo commands
  • Support for disabling and restoring CPU mitigations

Distribution Methods

  • Online upgrade
  • ISO image file

Supported Upgrade Paths

Packages Made Obsolete in Release 4.5.0

None.

2.15. DGX OS Desktop 4.4 Releases

2.15.1. DGX OS Desktop Software Release 4.4.0

Software Releases in DGX OS Desktop Release 4.4.0

The following table shows the software releases that are installed on the DGX Station after you install this release.

Software Release Additional Information
Ubuntu Desktop Operating System

18.04.3

See also note (1).

Ubuntu 18.04 Desktop Guide
Linux kernel

4.15.0-76-generic

See also note (1).

 
NVIDIA Graphics Drivers for Linux 418.126.02  
NVIDIA CUDA Toolkit 10.1.243 CUDA Toolkit Documentation
NVIDIA CUDA Deep Neural Network (cuDNN) Library 7.6.5 NVIDIA Deep Learning SDK Documentation
NVIDIA Collective Communication Library (NCCL) 2.5.6 NVIDIA Deep Learning SDK Documentation
NVIDIA System Management (NVSM) 20.01.15 NVIDIA System Management Documentation
OpenGL 4.6 OpenGL API Documentation Overview
NVIDIA Container Runtime for Docker

3.1.4

See note (2).

NVIDIA Deep Learning Frameworks Documentation
Docker CE

19.03.5

See also note (3).

Note:
  1. DGX OS Desktop 4.4.0 was tested with this release. If subsequent upgrades to the Linux kernel were made available before you upgraded to DGX OS Desktop 4.4.0, your system might be running a later release.
  2. NVIDIA Container Runtime for Docker replaces Docker Engine Utility for NVIDIA GPUs. In earlier releases, NVIDIA Container Runtime for Docker was available as an optional upgrade as described in Upgrading to the NVIDIA Container Runtime for Docker.
  3. Updates to Docker CE are no longer provided from Docker’s stable repository, but instead from a repository that is maintained by NVIDIA. The release of Docker CE on your DGX Station is the release that is available from this NVIDIA repository when you update your DGX OS Desktop software over the network.

    To determine the release of Docker CE that is installed on your DGX Station, run the following command:

    # dpkg -l docker-ce

Updates in Release 4.4.0

  • New software releases:
  • Support for the NVSM commands nvsm show health and nvsm dump health on the DGX Station, which replaces the nvhealth and nvsysinfo commands
  • Support for disabling and restoring CPU mitigations

Distribution Methods

  • Online upgrade
  • ISO image file

Supported Upgrade Paths

Upgrades to this release are no longer available. Upgrading DGX OS Desktop software replaces the installed packages with the latest versions available from the NVIDIA and Canonical repositories.

Packages Made Obsolete in Release 4.4.0

  • nvhealth
  • nvsysinfo

2.16. DGX OS Desktop 4.3 Releases

2.16.1. DGX OS Desktop Software Release 4.3.0

Software Releases in DGX OS Desktop Release 4.3.0

The following table shows the software releases that are installed on the DGX Station after you install this release.

Software Release Additional Information
Ubuntu Desktop Operating System

18.04.3

See also note (1).

Ubuntu 18.04 Desktop Guide
Linux kernel

4.15.0-55-generic

See also note (1).

 
NVIDIA Graphics Drivers for Linux 418.116.00  
NVIDIA CUDA Toolkit 10.1.243 CUDA Toolkit Documentation
NVIDIA CUDA Deep Neural Network (cuDNN) Library 7.6.2 NVIDIA Deep Learning SDK Documentation
NVIDIA Collective Communication Library (NCCL) 2.4.7 NVIDIA Deep Learning SDK Documentation
OpenGL 4.6 OpenGL API Documentation Overview
NVIDIA Container Runtime for Docker

3.1.1

See note (2).

NVIDIA Deep Learning Frameworks Documentation
Docker CE

19.03.4

See also note (3).

Note:
  1. DGX OS Desktop 4.3.0 was tested with this release. As a result of upgrades to DGX OS Desktop, your system might be running a later release.
  2. NVIDIA Container Runtime for Docker replaces Docker Engine Utility for NVIDIA GPUs. In earlier releases, NVIDIA Container Runtime for Docker was available as an optional upgrade as described in Upgrading to the NVIDIA Container Runtime for Docker.
  3. Updates to Docker CE are no longer provided from Docker’s stable repository, but instead from a repository that is maintained by NVIDIA. The release of Docker CE on your DGX Station is the release that is available from this NVIDIA repository when you update your DGX OS Desktop software over the network.

    To determine the release of Docker CE that is installed on your DGX Station, run the following command:

    # dpkg -l docker-ce

Updates in Release 4.3.0

Distribution Methods

  • Online upgrade
  • ISO image file

Supported Upgrade Paths

Upgrades to this release are no longer available. Upgrading DGX OS Desktop software replaces the installed packages with the latest versions available from the NVIDIA and Canonical repositories.

Packages Made Obsolete in Release 4.3.0

None.

2.17. DGX OS Desktop 4.2 Releases

2.17.1. DGX OS Desktop Software Release 4.2.0

Software Releases in DGX OS Desktop Release 4.2.0

The following table shows the software releases that are installed on the DGX Station after you install this release.

Software Release Additional Information
Ubuntu Desktop Operating System

18.04.3

See also note (1).

Ubuntu 18.04 Desktop Guide
Linux kernel

4.15.0-55-generic

See also note (1).

 
NVIDIA Graphics Drivers for Linux 418.87.01  
NVIDIA CUDA Toolkit 10.1.243 CUDA Toolkit Documentation
NVIDIA CUDA Deep Neural Network (cuDNN) Library 7.6.2 NVIDIA Deep Learning SDK Documentation
NVIDIA Collective Communication Library (NCCL) 2.4.7 NVIDIA Deep Learning SDK Documentation
OpenGL 4.6 OpenGL API Documentation Overview
NVIDIA Container Runtime for Docker

3.1.1

See note (2).

NVIDIA Deep Learning Frameworks Documentation
Docker CE

19.03

See also note (3).

Note:
  1. DGX OS Desktop 4.2.0 was tested with this release. As a result of upgrades to DGX OS Desktop, your system might be running a later release.
  2. NVIDIA Container Runtime for Docker replaces Docker Engine Utility for NVIDIA GPUs. In earlier releases, NVIDIA Container Runtime for Docker was available as an optional upgrade as described in Upgrading to the NVIDIA Container Runtime for Docker.
  3. Updates to Docker CE are no longer provided from Docker’s stable repository, but instead from a repository that is maintained by NVIDIA. The release of Docker CE on your DGX Station is the release that is available from this NVIDIA repository when you update your DGX OS Desktop software over the network.

    To determine the release of Docker CE that is installed on your DGX Station, run the following command:

    # dpkg -l docker-ce

Updates in Release 4.2.0

This DGX OS Desktop release introduces new software releases since patch update 4.1.1 and accumulates the new software releases previously distributed through patch update 4.1.1.

  • New software releases since patch update 4.1.1:
    • Ubuntu Desktop Operating System 18.04.3
    • NVIDIA Graphics Drivers for Linux 418.87.01
    • NVIDIA Container Runtime for Docker 3.1.1
    • Docker CE 19.03
  • New software releases previously distributed through patch update 4.1.1:

Distribution Methods

  • Online upgrade
  • ISO image file

Supported Upgrade Paths

Upgrades to this release are no longer available. Upgrading DGX OS Desktop software replaces the installed packages with the latest versions available from the NVIDIA and Canonical repositories.

Packages Made Obsolete in Release 4.2.0

None.

2.18. DGX OS Desktop 4.1 Releases

2.18.1. DGX OS Desktop Software Patch Update 4.1.1

Software Releases in DGX OS Desktop Patch Update 4.1.1

The following table shows the software releases installed on the DGX Station after upgrading to this patch update.

Software Release Additional Information
Ubuntu Desktop Operating System

18.04 LTS

See also note (1).

Ubuntu 18.04 Desktop Guide
Linux kernel

4.15.0-55-generic

See also note (1).

 
NVIDIA Graphics Drivers for Linux 418.87.00  
NVIDIA CUDA Toolkit 10.1.243 CUDA Toolkit Documentation
NVIDIA CUDA Deep Neural Network (cuDNN) Library 7.6.2 NVIDIA Deep Learning SDK Documentation
NVIDIA Collective Communication Library (NCCL) 2.4.7 NVIDIA Deep Learning SDK Documentation
OpenGL 4.6 OpenGL API Documentation Overview
NVIDIA Container Runtime for Docker

3.0.0

See note (2).

NVIDIA Deep Learning Frameworks Documentation
Docker CE

18.09.8

See also note (3).

Note:
  1. DGX OS Desktop 4.1.1 was tested with this release. As a result of upgrades to DGX OS Desktop, your system might be running a later release.
  2. NVIDIA Container Runtime for Docker replaces Docker Engine Utility for NVIDIA GPUs. In earlier releases, NVIDIA Container Runtime for Docker was available as an optional upgrade as described in Upgrading to the NVIDIA Container Runtime for Docker.
  3. Updates to Docker CE are no longer provided from Docker’s stable repository, but instead from a repository that is maintained by NVIDIA. The release of Docker CE on your DGX Station is the release that is available from this NVIDIA repository when you update your DGX OS Desktop software over the network.

    To determine the release of Docker CE that is installed on your DGX Station, run the following command:

    # dpkg -l docker-ce

Updates in Patch Update 4.1.1

  • New software releases:
    • NVIDIA Graphics Drivers for Linux 418.87.00
    • NVIDIA CUDA Toolkit 10.1.243
    • NVIDIA cuDNN Library 7.6.2
    • NCCL 2.4.7
    • NVIDIA Container Runtime for Docker 3.0.0
    • Docker CE 18.09.8

Distribution Methods

Online upgrade only.

Supported Upgrade Paths

Upgrades to this release are no longer available. Upgrading DGX OS Desktop software replaces the installed packages with the latest versions available from the NVIDIA and Canonical repositories.

Packages Made Obsolete in Patch Update 4.1.1

libnvidia-diagnostic-418

2.18.2. DGX OS Desktop Software Release 4.1.0

Software Releases in DGX OS Desktop Release 4.1.0

The following table shows the software releases that are installed on the DGX Station after you install this release.

Software Release Additional Information
Ubuntu Desktop Operating System

18.04 LTS

See also note (1).

Ubuntu 18.04 Desktop Guide
Linux kernel

4.15.0-47-generic

See also note (1).

 
NVIDIA Graphics Drivers for Linux 418.67  
NVIDIA CUDA Toolkit 10.1.168 CUDA Toolkit Documentation
NVIDIA CUDA Deep Neural Network (cuDNN) Library 7.5.0 NVIDIA Deep Learning SDK Documentation
NVIDIA Collective Communication Library (NCCL) 2.4.2 NVIDIA Deep Learning SDK Documentation
OpenGL 4.6 OpenGL API Documentation Overview
NVIDIA Container Runtime for Docker

2.0

See note (2).

NVIDIA Deep Learning Frameworks Documentation
Docker CE

18.09.4

See also note (3).

Note:
  1. DGX OS Desktop 4.1.0 was tested with this release. As a result of upgrades to DGX OS Desktop, your system might be running a later release.
  2. NVIDIA Container Runtime for Docker replaces Docker Engine Utility for NVIDIA GPUs. In earlier releases, NVIDIA Container Runtime for Docker was available as an optional upgrade as described in Upgrading to the NVIDIA Container Runtime for Docker.
  3. Updates to Docker CE are no longer provided from Docker’s stable repository, but instead from a repository that is maintained by NVIDIA. The release of Docker CE on your DGX Station is the release that is available from this NVIDIA repository when you update your DGX OS Desktop software over the network.

    To determine the release of Docker CE that is installed on your DGX Station, run the following command:

    # dpkg -l docker-ce

Updates in Release 4.1.0

  • New software releases:

Distribution Methods

  • Online upgrade
  • ISO image file

Supported Upgrade Paths

Upgrades to this release are no longer available. Upgrading DGX OS Desktop software replaces the installed packages with the latest versions available from the NVIDIA and Canonical repositories.

Packages Made Obsolete in Release 4.1.0

None.

2.19. DGX OS Desktop 4.0 Releases

2.19.1. DGX OS Desktop Software Release 4.0.7

Software Releases in DGX OS Desktop Release 4.0.7

The following table shows the software releases that are installed on the DGX Station after you install this release.

Software Release Additional Information
Ubuntu Desktop Operating System

18.04 LTS

See also note (1).

Ubuntu 18.04 Desktop Guide
Linux kernel

4.15.0-47-generic

See also note (1).

 
NVIDIA Graphics Drivers for Linux 410.129  
NVIDIA CUDA Toolkit 10.0.130 CUDA Toolkit Documentation
NVIDIA CUDA Deep Neural Network (cuDNN) Library 7.5.0 NVIDIA Deep Learning SDK Documentation
NVIDIA Collective Communication Library (NCCL) 2.4.2 NVIDIA Deep Learning SDK Documentation
OpenGL 4.6 OpenGL API Documentation Overview
NVIDIA Container Runtime for Docker

2.0

See note (2).

NVIDIA Deep Learning Frameworks Documentation
Docker CE

18.09.4

See also note (3).

Note:
  1. DGX OS Desktop 4.0.7 was tested with this release. As a result of upgrades to DGX OS Desktop, your system might be running a later release.
  2. NVIDIA Container Runtime for Docker replaces Docker Engine Utility for NVIDIA GPUs. In earlier releases, NVIDIA Container Runtime for Docker was available as an optional upgrade as described in Upgrading to the NVIDIA Container Runtime for Docker.
  3. Updates to Docker CE are no longer provided from Docker’s stable repository, but instead from a repository that is maintained by NVIDIA. The release of Docker CE on your DGX Station is the release that is available from this NVIDIA repository when you update your DGX OS Desktop software over the network.

    To determine the release of Docker CE that is installed on your DGX Station, run the following command:

    # dpkg -l docker-ce

Updates in Release 4.0.7

  • New software releases: NVIDIA Graphics Drivers for Linux 410.129

Distribution Methods

  • Online upgrade
  • ISO image file

Supported Upgrade Paths

4.0.4 through 4.0.6 to 4.12.0. For instructions, refer to Upgrading Within the Same DGX OS Desktop Major Release in DGX Station User Guide.

Note: Upgrades from 3.1.1 through 3.1.8 to 4.12.0 are no longer available. Following the instructions in Upgrading to a New DGX OS Desktop Major Release in DGX Station User Guide upgrades your DGX OS Desktop software to release 4.13.0.

Packages Made Obsolete in Release 4.0.7

None.

2.19.2. DGX OS Desktop Software Release 4.0.6

Software Releases in DGX OS Desktop Release 4.0.6

The following table shows the software releases that are installed on the DGX Station after you install this release.

Software Release Additional Information
Ubuntu Desktop Operating System

18.04 LTS

See also note (1).

Ubuntu 18.04 Desktop Guide
Linux kernel

4.15.0-47-generic

See also note (1).

 
NVIDIA Graphics Drivers for Linux 410.104  
NVIDIA CUDA Toolkit 10.0.130 CUDA Toolkit Documentation
NVIDIA CUDA Deep Neural Network (cuDNN) Library 7.5.0 NVIDIA Deep Learning SDK Documentation
NVIDIA Collective Communication Library (NCCL) 2.4.2 NVIDIA Deep Learning SDK Documentation
OpenGL 4.6 OpenGL API Documentation Overview
NVIDIA Container Runtime for Docker

2.0

See note (2).

NVIDIA Deep Learning Frameworks Documentation
Docker CE

18.09.4

See also note (3).

Note:
  1. DGX OS Desktop 4.0.6 was tested with this release. As a result of upgrades to DGX OS Desktop, your system might be running a later release.
  2. NVIDIA Container Runtime for Docker replaces Docker Engine Utility for NVIDIA GPUs. In earlier releases, NVIDIA Container Runtime for Docker was available as an optional upgrade as described in Upgrading to the NVIDIA Container Runtime for Docker.
  3. Updates to Docker CE are no longer provided from Docker’s stable repository, but instead from a repository that is maintained by NVIDIA. The release of Docker CE on your DGX Station is the release that is available from this NVIDIA repository when you update your DGX OS Desktop software over the network.

    To determine the release of Docker CE that is installed on your DGX Station, run the following command:

    # dpkg -l docker-ce

Updates in Release 4.0.6

  • New software releases:

Distribution Methods

  • Online upgrade
  • ISO image file

Supported Upgrade Paths

Upgrades to this release are no longer available. Upgrading DGX OS Desktop software replaces the installed packages with the latest versions available from the NVIDIA and Canonical repositories.

Packages Made Obsolete in Release 4.0.6

None.

2.19.3. DGX OS Desktop Software Release 4.0.5

Software Releases in DGX OS Desktop Release 4.0.5

The following table shows the software releases that are installed on the DGX Station after you install this release.

Software Release Additional Information
Ubuntu Desktop Operating System

18.04 LTS

See also note (1).

Ubuntu 18.04 Desktop Guide
Linux kernel

4.15.0-36-generic

See also note (1).

 
NVIDIA Graphics Drivers for Linux 410.104  
NVIDIA CUDA Toolkit 10.0.130 CUDA Toolkit Documentation
NVIDIA CUDA Deep Neural Network (cuDNN) Library 7.4.2 NVIDIA Deep Learning SDK Documentation
NVIDIA Collective Communication Library (NCCL) 2.4.2 NVIDIA Deep Learning SDK Documentation
OpenGL 4.6 OpenGL API Documentation Overview
NVIDIA Container Runtime for Docker

2.0

See note (2).

NVIDIA Deep Learning Frameworks Documentation
Docker CE

18.09.2

See also note (3).

Distribution Methods

  • Online upgrade
  • ISO image file
Note:
  1. DGX OS Desktop 4.0.5 was tested with this release. As a result of upgrades to DGX OS Desktop, your system might be running a later release.
  2. NVIDIA Container Runtime for Docker replaces Docker Engine Utility for NVIDIA GPUs. In earlier releases, NVIDIA Container Runtime for Docker was available as an optional upgrade as described in Upgrading to the NVIDIA Container Runtime for Docker.
  3. Updates to Docker CE are no longer provided from Docker’s stable repository, but instead from a repository that is maintained by NVIDIA. The release of Docker CE on your DGX Station is the release that is available from this NVIDIA repository when you update your DGX OS Desktop software over the network.

    To determine the release of Docker CE that is installed on your DGX Station, run the following command:

    # dpkg -l docker-ce

Updates in Release 4.0.5

Supported Upgrade Paths

Upgrades to this release are no longer available. Upgrading DGX OS Desktop software replaces the installed packages with the latest versions available from the NVIDIA and Canonical repositories.

Packages Made Obsolete in Release 4.0.5

None.

2.19.4. DGX OS Desktop Software Release 4.0.4

Software Releases in DGX OS Desktop Release 4.0.4

The following table shows the software releases that are installed on the DGX Station after you install this release.

Software Release Additional Information
Ubuntu Desktop Operating System

18.04 LTS

See also note (1).

Ubuntu 18.04 Desktop Guide
Linux kernel

4.15.0-36-generic

See also note (1).

 
NVIDIA Graphics Drivers for Linux 410.79  
NVIDIA CUDA Toolkit 10.0.130 CUDA Toolkit Documentation
NVIDIA CUDA Deep Neural Network (cuDNN) Library 7.3.1 NVIDIA Deep Learning SDK Documentation
NVIDIA Collective Communication Library (NCCL) 2.3.5-4 NVIDIA Deep Learning SDK Documentation
OpenGL 4.6 OpenGL API Documentation Overview
NVIDIA Container Runtime for Docker

2.0

See note (2).

NVIDIA Deep Learning Frameworks Documentation
Docker CE

18.06.1

See also note (3).

Note:
  1. DGX OS Desktop 4.0.4 was tested with this release. As a result of upgrades to DGX OS Desktop, your system might be running a later release.
  2. NVIDIA Container Runtime for Docker replaces Docker Engine Utility for NVIDIA GPUs. In earlier releases, NVIDIA Container Runtime for Docker was available as an optional upgrade as described in Upgrading to the NVIDIA Container Runtime for Docker.
  3. Updates to Docker CE are no longer provided from Docker’s stable repository, but instead from a repository that is maintained by NVIDIA. The release of Docker CE on your DGX Station is the release that is available from this NVIDIA repository when you update your DGX OS Desktop software over the network.

    To determine the release of Docker CE that is installed on your DGX Station, run the following command:

    # dpkg -l docker-ce

Updates in Release 4.0.4

  • New software releases:
    • Ubuntu Desktop Operating System 18.04 LTS

      In Ubuntu 18.04, the GNOME desktop environment replaces the Unity desktop environment. For help getting started with the GNOME desktop environment, see Introduction to GNOME in the Ubuntu 18.04 Official Documentation.

    • NVIDIA Graphics Drivers for Linux 410.79
    • NVIDIA CUDA Toolkit 10.0.130
    • NVIDIA cuDNN Library 7.3.1
    • NCCL 2.3.5-4
    • Docker CE 18.06.1
  • Introduction of NVIDIA Container Runtime for Docker to replace Docker Engine Utility for NVIDIA GPUs

Distribution Methods

  • Online upgrade
  • ISO image file

Supported Upgrade Paths

Upgrades to this release are no longer available. Upgrading DGX OS Desktop software replaces the installed packages with the latest versions available from the NVIDIA and Canonical repositories.

Packages Made Obsolete in Release 4.0.4

nvidia-docker

Note: As a result of the update to a new release of the Ubuntu Desktop Operating System, many packages from Canonical are also made obsolete in this release of DGX OS Desktop.

3. DGX OS Desktop 3 Releases

Note: NVIDIA has announced End of Support for DGX OS Desktop 3, effective September 30, 2019. DGX OS Desktop 3.1.8 is the last DGX OS Desktop 3 release. For more information, see DGX OS Server 3, DGX OS Desktop 3 (requires login to NVIDIA Enterprise Support).

3.1. DGX OS Desktop 3 Release History

3.1.1. DGX OS Desktop 3 Updates

Updates in Release 3.1.8

Updates in Release 3.1.7

  • New software releases:
    • NVIDIA Graphics Drivers for Linux 384.145
    • NVIDIA cuDNN Library 7.1.4
    • NCCL 2.2.12
    • Docker CE 18.03.1
  • Security updates

Updates in Release 3.1.6

  • New software releases:
    • NVIDIA Graphics Drivers for Linux 384.125
    • NVIDIA cuDNN Library 7.1.1
    • NCCL 2.1.15
  • Support for the 32-GB GPU
  • Security updates

Updates in Release 3.1.4

  • New software releases:

    • NVIDIA Graphics Drivers for Linux 384.111

    • NVIDIA cuDNN Library 7.0.5-15

    • NCCL 2.1.2

    • Docker CE from Docker’s stable repository

  • New name nvsysinfo for the command to collect troubleshooting information

  • Removal of the Docker CE startup option --disable-legacy-registry=false from the Docker CE service configuration file docker-override.conf

    This option is removed for compatibility with Docker CE 17.12 and later, which does not support interacting with registries that use API version v1.

Updates in Release 3.1.3

  • New software releases:
    • NVIDIA cuDNN Library 7.0.4
    • NCCL 2.0.5
  • New features:
    • Hot plugging a display after the DGX Station is booted without a display connected to it
    • Data journalling to preserve file-system metadata more robustly and to make the file system more resilient to power failures
  • Resolution of Ethernet connection failure issue when the DGX Station is booted

Updates in Release 3.1.2

  • New software releases:
    • NVIDIA Graphics Drivers for Linux 384.81
    • NVIDIA CUDA Toolkit 9.0.176
    • NVIDIA cuDNN Library 7.0.1.13-1
    • NCCL 2.0.4
  • Performance optimizations for NVIDIA Docker Containers Release 17.09
  • Resolution of standby and resume issues with CUDA applications

Updates in Release 3.1.1

This release is the first release of DGX OS Desktop Software.

3.1.3. DGX OS Desktop 3 Obsolete Packages

Packages Made Obsolete in Release 3.1.8

None.

Packages Made Obsolete in Release 3.1.7

None.

Packages Made Obsolete in Release 3.1.6

  • nvhealth-doc
  • nvhealth-framework
  • nvhealth-module-dcgm-diag
  • nvhealth-module-df
  • nvhealth-module-docker-hello-world
  • nvhealth-module-dpkg
  • nvhealth-module-ethernet
  • nvhealth-module-kernel-modules
  • nvhealth-module-lscpu
  • nvhealth-module-lshw
  • nvhealth-module-lspci
  • nvhealth-module-meminfo
  • nvhealth-module-nvidia-persistenced
  • nvhealth-module-nvidia-smi
  • nvhealth-module-ping
  • nvhealth-module-ps
  • nvhealth-module-smartctl
  • nvhealth-module-systemd-services
  • nvhealth-module-template
  • nvhealth-module-uname
  • nvhealth-station

Packages Made Obsolete in Release 3.1.4

  • nvhealth-base
  • nvhealth-dgx-baseos
  • nvhealth-overlay-dgx
  • nvhealth-overlay-dgx-station
  • nvhealth-overlay-dgx-station-baseos-3.1.0
  • nvhealth-overlay-dgx-station-volta
  • nvidia-sysinfo

Packages Made Obsolete in Release 3.1.3

None.

Packages Made Obsolete in Release 3.1.2

None.

3.2. DGX OS Desktop Software Release 3.1.8

Note: NVIDIA has announced End of Support for DGX OS Desktop 3, effective September 30, 2019. DGX OS Desktop 3.1.8 is the last DGX OS Desktop 3 release. For more information, see DGX OS Server 3, DGX OS Desktop 3 (requires login to NVIDIA Enterprise Support).

Software Releases in DGX OS Desktop Release 3.1.8

The following table shows the software releases that are installed on the DGX Station after you install this release.

Software Release Additional Information
Ubuntu Desktop Operating System 16.04 LTS Ubuntu 16.04 Desktop Guide
NVIDIA Graphics Drivers for Linux 384.183  
NVIDIA CUDA Toolkit 9.0.176 CUDA Toolkit Documentation
NVIDIA CUDA Deep Neural Network (cuDNN) Library 7.4.2 NVIDIA Deep Learning SDK Documentation
NVIDIA Collective Communication Library (NCCL) 2.4.2 NVIDIA Deep Learning SDK Documentation
OpenGL 4.5 OpenGL API Documentation Overview
Docker Engine Utility for NVIDIA GPUs

1.0.1

See also note (1).

NVIDIA Deep Learning Frameworks Documentation
Docker CE

18.09.2

See also note (2).

Note:
  1. NVIDIA Container Runtime for Docker is available as an optional upgrade to replace Docker Engine Utility for NVIDIA GPUs. For more information, see Upgrading to the NVIDIA Container Runtime for Docker.
  2. Updates to Docker CE are no longer provided from Docker’s stable repository, but instead from a repository that is maintained by NVIDIA. The release of Docker CE on your DGX Station is the release that is available from this NVIDIA repository when you update your DGX OS Desktop software over the network.

    To determine the release of Docker CE that is installed on your DGX Station, run the following command:

    # dpkg -l docker-ce

Updates in Release 3.1.8

Supported Upgrade Paths

  • 3.1.3 to 3.1.8
  • 3.1.4 to 3.1.8
  • 3.1.6 to 3.1.8
  • 3.1.7 to 3.1.8

For instructions, refer to Upgrading Within the Same DGX OS Desktop Major Release in DGX Station User Guide.

Note: If a message appears indicating that the nvidia-docker.service failed to start, you can disregard the message and continue with the update. The nvidia-docker.service service will start normally the next time that the DGX Station is restarted.

Packages Made Obsolete in Release 3.1.8

None.

3.3. DGX OS Desktop Software Release 3.1.7

Software Releases in DGX OS Desktop Release 3.1.7

The following table shows the software releases that are installed on the DGX Station after you install this release.

Software Release Additional Information
Ubuntu Desktop Operating System 16.04 LTS Ubuntu 16.04 Desktop Guide
NVIDIA Graphics Drivers for Linux 384.145  
NVIDIA CUDA Toolkit 9.0.176 CUDA Toolkit Documentation
NVIDIA CUDA Deep Neural Network (cuDNN) Library 7.1.4 NVIDIA Deep Learning SDK Documentation
NVIDIA Collective Communication Library (NCCL) 2.2.12 NVIDIA Deep Learning SDK Documentation
OpenGL 4.5 OpenGL API Documentation Overview
Docker Engine Utility for NVIDIA GPUs

1.0.1

See also note (1).

NVIDIA Deep Learning Frameworks Documentation
Docker CE

18.03.1

See also note (2).

Note:
  1. NVIDIA Container Runtime for Docker is available as an optional upgrade to replace Docker Engine Utility for NVIDIA GPUs. For more information, see Upgrading to the NVIDIA Container Runtime for Docker.
  2. Updates to Docker CE are no longer provided from Docker’s stable repository, but instead from a repository that is maintained by NVIDIA. The release of Docker CE on your DGX Station is the release that is available from this NVIDIA repository when you update your DGX OS Desktop software over the network.

    To determine the release of Docker CE that is installed on your DGX Station, run the following command:

    # dpkg -l docker-ce

Updates in Release 3.1.7

  • New software releases:
    • NVIDIA Graphics Drivers for Linux 384.145
    • NVIDIA cuDNN Library 7.1.4
    • NCCL 2.2.12
    • Docker CE 18.03.1
  • Security updates

Supported Upgrade Paths

Upgrades to this release are no longer available. Upgrading DGX OS Desktop software replaces the installed packages with the latest versions available from the NVIDIA and Canonical repositories.

Packages Made Obsolete in Release 3.1.7

None.

3.4. DGX OS Desktop Software Release 3.1.6

Software Releases in DGX OS Desktop Release 3.1.6

The following table shows the software releases that are installed on the DGX Station after you install this release.

Software Release Additional Information
Ubuntu Desktop Operating System 16.04 LTS Ubuntu 16.04 Desktop Guide
NVIDIA Graphics Drivers for Linux 384.125  
NVIDIA CUDA Toolkit 9.0.176 CUDA Toolkit Documentation
NVIDIA CUDA Deep Neural Network (cuDNN) Library 7.1.1 NVIDIA Deep Learning SDK Documentation
NVIDIA Collective Communication Library (NCCL) 2.1.15 NVIDIA Deep Learning SDK Documentation
OpenGL 4.5 OpenGL API Documentation Overview
Docker Engine Utility for NVIDIA GPUs

1.0.1

See also note (1).

NVIDIA Deep Learning Frameworks Documentation
Docker CE

17.12.1

See also note (2).

Note:
  1. NVIDIA Container Runtime for Docker is available as an optional upgrade to replace Docker Engine Utility for NVIDIA GPUs. For more information, see Upgrading to the NVIDIA Container Runtime for Docker.
  2. Updates to Docker CE are no longer provided from Docker’s stable repository, but instead from a repository that is maintained by NVIDIA. The release of Docker CE on your DGX Station is the release that is available from this NVIDIA repository when you update your DGX OS Desktop software over the network.

    To determine the release of Docker CE that is installed on your DGX Station, run the following command:

    # dpkg -l docker-ce

Updates in Release 3.1.6

  • New software releases:
    • NVIDIA Graphics Drivers for Linux 384.125
    • NVIDIA cuDNN Library 7.1.1
    • NCCL 2.1.15
  • Support for the 32-GB GPU
  • Security updates

Supported Upgrade Paths

Upgrades to this release are no longer available. Upgrading DGX OS Desktop software replaces the installed packages with the latest versions available from the NVIDIA and Canonical repositories.

Packages Made Obsolete in Release 3.1.6

  • nvhealth-doc
  • nvhealth-framework
  • nvhealth-module-dcgm-diag
  • nvhealth-module-df
  • nvhealth-module-docker-hello-world
  • nvhealth-module-dpkg
  • nvhealth-module-ethernet
  • nvhealth-module-kernel-modules
  • nvhealth-module-lscpu
  • nvhealth-module-lshw
  • nvhealth-module-lspci
  • nvhealth-module-meminfo
  • nvhealth-module-nvidia-persistenced
  • nvhealth-module-nvidia-smi
  • nvhealth-module-ping
  • nvhealth-module-ps
  • nvhealth-module-smartctl
  • nvhealth-module-systemd-services
  • nvhealth-module-template
  • nvhealth-module-uname
  • nvhealth-station

3.5. DGX OS Desktop Software Release 3.1.4

Software Releases in DGX OS Desktop Release 3.1.4

The following table shows the software releases that are installed on the DGX Station after you install this release.

Software Release Additional Information
Ubuntu Desktop Operating System 16.04 LTS Ubuntu 16.04 Desktop Guide
NVIDIA Graphics Drivers for Linux 384.111  
NVIDIA CUDA Toolkit 9.0.176 CUDA Toolkit Documentation
NVIDIA CUDA Deep Neural Network (cuDNN) Library 7.0.5-15 NVIDIA Deep Learning SDK Documentation
NVIDIA Collective Communication Library (NCCL) 2.1.2 NVIDIA Deep Learning SDK Documentation
OpenGL 4.5 OpenGL API Documentation Overview
Docker Engine Utility for NVIDIA GPUs 1.0.1 NVIDIA Deep Learning Frameworks Documentation
Docker CE See note
Note:

The release of Docker CE on your DGX Station is the release that is available from Docker’s stable repository when you update your DGX OS Desktop software over the network.

To determine the release of Docker CE that is installed on your DGX Station, run the following command:

# dpkg -l docker-ce

Updates in Release 3.1.4

  • New software releases:

    • NVIDIA Graphics Drivers for Linux 384.111

    • NVIDIA cuDNN Library 7.0.5-15

    • NCCL 2.1.2

    • Docker CE from Docker’s stable repository

  • New name nvsysinfo for the command to collect troubleshooting information

  • Removal of the Docker CE startup option --disable-legacy-registry=false from the Docker CE service configuration file docker-override.conf

    This option is removed for compatibility with Docker CE 17.12 and later, which does not support interacting with registries that use API version v1.

Supported Upgrade Paths

Upgrades to this release are no longer available. Upgrading DGX OS Desktop software replaces the installed packages with the latest versions available from the NVIDIA and Canonical repositories.

Packages Made Obsolete in Release 3.1.4

  • nvhealth-base
  • nvhealth-dgx-baseos
  • nvhealth-overlay-dgx
  • nvhealth-overlay-dgx-station
  • nvhealth-overlay-dgx-station-baseos-3.1.0
  • nvhealth-overlay-dgx-station-volta
  • nvidia-sysinfo

3.6. DGX OS Desktop Software Release 3.1.3

Software Releases in DGX OS Desktop Release 3.1.3

The following table shows the software releases that are installed on the DGX Station after you install this release.

Software Release Additional Information
Ubuntu Desktop Operating System 16.04 LTS Ubuntu 16.04 Desktop Guide
NVIDIA Graphics Drivers for Linux 384.81  
NVIDIA CUDA Toolkit 9.0.176 CUDA Toolkit Documentation
NVIDIA CUDA Deep Neural Network (cuDNN) Library 7.0.4 NVIDIA Deep Learning SDK Documentation
NVIDIA Collective Communication Library (NCCL) 2.0.5 NVIDIA Deep Learning SDK Documentation
OpenGL 4.5 OpenGL API Documentation Overview
Docker Engine Utility for NVIDIA GPUs 1.0.1 NVIDIA Deep Learning Frameworks Documentation
Docker CE 17.06

Updates in Release 3.1.3

  • New software releases:
    • NVIDIA cuDNN Library 7.0.4
    • NCCL 2.0.5
  • New features:
    • Hot plugging a display after the DGX Station is booted without a display connected to it
    • Data journalling to preserve file-system metadata more robustly and to make the file system more resilient to power failures
  • Resolution of Ethernet connection failure issue when the DGX Station is booted

Supported Upgrade Paths

Upgrades to this release are no longer available. Upgrading DGX OS Desktop software replaces the installed packages with the latest versions available from the NVIDIA and Canonical repositories.

Packages Made Obsolete in Release 3.1.3

None.

3.7. DGX OS Desktop Software Release 3.1.2

Software Releases in DGX OS Desktop Release 3.1.2

The following table shows the software releases that are installed on the DGX Station after you install this release.

Software Release Additional Information
Ubuntu Desktop Operating System 16.04 LTS Ubuntu 16.04 Desktop Guide
NVIDIA Graphics Drivers for Linux 384.81  
NVIDIA CUDA Toolkit 9.0.176 CUDA Toolkit Documentation
NVIDIA CUDA Deep Neural Network (cuDNN) Library 7.0.1.13-1 NVIDIA Deep Learning SDK Documentation
NVIDIA Collective Communication Library (NCCL) 2.0.4 NVIDIA Deep Learning SDK Documentation
OpenGL 4.5 OpenGL API Documentation Overview
Docker Engine Utility for NVIDIA GPUs 1.0.1 NVIDIA Deep Learning Frameworks Documentation
Docker CE 17.06

Updates in Release 3.1.2

  • New software releases:
    • NVIDIA Graphics Drivers for Linux 384.81
    • NVIDIA CUDA Toolkit 9.0.176
    • NVIDIA cuDNN Library 7.0.1.13-1
    • NCCL 2.0.4
  • Performance optimizations for NVIDIA Docker Containers Release 17.09
  • Resolution of standby and resume issues with CUDA applications

Supported Upgrade Paths

Upgrades to this release are no longer available. Upgrading DGX OS Desktop software replaces the installed packages with the latest versions available from the NVIDIA and Canonical repositories.

Issues Resolved in Release 3.1.2

Packages Made Obsolete in Release 3.1.2

None.

3.8. DGX OS Desktop Software Release 3.1.1

Software Releases in DGX OS Desktop Release 3.1.1

The following table shows the software releases installed on the DGX Station after installing this release.

Software Release Additional Information
Ubuntu Desktop Operating System 16.04 LTS Ubuntu 16.04 Desktop Guide
NVIDIA Graphics Drivers for Linux 384.80  
NVIDIA CUDA Toolkit 9.0.103 CUDA Toolkit Documentation
NVIDIA CUDA Deep Neural Network (cuDNN) Library 7.0.1 NVIDIA Deep Learning SDK Documentation
NVIDIA Collective Communication Library (NCCL) 2.0.4 NVIDIA Deep Learning SDK Documentation
OpenGL 4.5 OpenGL API Documentation Overview
Docker Engine Utility for NVIDIA GPUs 1.0.1 NVIDIA Deep Learning Frameworks Documentation
Docker CE 17.06

Updates in Release 3.1.1

This release is the first release of DGX OS Desktop Software.

4. Known Issues

4.1. Applications that call the cuCTXCreate API Might Experience a Performance Drop

Description

In DGX Station, when some applications call cuCtxCreate, cuGLCtxCreate, or cuCtxDestroy, there might be a drop in performance.

Affects Versions

5.0.0

Workaround

This issue occurs with Ubuntu 20.04, but not with previous versions. The issue affects applications that perform graphics/compute interoperations or have a plugin mechanism for CUDA, where every plugin creates its own context, or video streaming applications where computations are needed. Examples include ffmpeg, Blender, simpleDrvRuntime, and cuSolverSp_LinearSolver.

This issue is not expected to impact deep learning training.

4.2. NVSM Platform Displays as Unsupported

Description

In DGX Station, when you run
$ nvsm show version
instead of displaying DGX Station, the platform field displays Unsupported.

Affects Versions

5.0.0

Workaround

You can ignore this message.

4.4. Number of Logical CPU Cores Unknown in nvhealth Output for Non-English Locales

Description

If the locale is other than English, the nvhealth command lists the number of logical CPU cores as Unknown.

$ sudo nvhealth
...
Number of logical CPU cores [None]................................... Unknown
...

Affects Versions

4.1.0 through 4.14.0.

4.5. Issues with DGX OS Desktop Release Upgrade

Description

After a DGX OS Desktop release upgrade, the following issues might occur:

  • The desktop layout is not updated from the Unity desktop environment to the GNOME desktop environment.
  • This display manger is lightdm instead of gdm3.

Affects Versions

4.0.4 through 4.14.0

Workaround

This workaround requires administrator privileges.

  1. Press Ctrl+Alt+F5 to switch to tty5.

  2. Start the gdm3 service.

    # sudo systemctl start gdm3
  3. Press Ctrl+Alt+F6 to switch to tty6.

  4. Reconfigure your system to use the gdm3 display manger instead of lightdm.

    1. Reconfigure the gdm3 package.

      # sudo dpkg-reconfigure gdm3
    2. In response to the prompt, select gdm3.
  5. Reboot the system.

    # sudo reboot
  6. In the login window that appears after the system is rebooted, click the gear icon and choose Ubuntu.
  7. Log in to your Ubuntu desktop.

4.6. Old SSL Version Still Used After DGX OS Desktop Release Upgrade

Description

Note: This issue affects only systems that have been upgraded from a DGX OS Desktop 3 release. It does not affect systems on which a DGX OS Desktop 4 release was preinstalled at the factory or installed from an ISO image.

After a DGX OS Desktop release upgrade, the version of Secure Sockets Layer (SSL) for DGX OS Desktop 3 releases continues to be used.

This issue occurs because, for DGX OS Desktop 3 releases, two versions of SSL are installed:

  • A custom version of LibreSSL is installed in /usr/local/bin/openssl.
  • The standard Ubuntu version of OpenSSL is installed in /usr/bin/openssl.

The custom version of LibreSSL is not removed during a DGX OS Desktop release upgrade. However, because of the way the $PATH variable is defined for DGX OS Desktop, the version in /usr/local/bin takes precedence.

In DGX OS Desktop 4 releases, the customizations to LibreSSL that were made for DGX OS Desktop 3 releases are no longer required. To ensure that you are using a version of SSL that is actively being maintained, use the standard Ubuntu version of OpenSSL.

Affects Versions

Any DGX OS Desktop 4 release upgraded to from a DGX OS Desktop 3 release.

Workaround

This workaround requires administrator privileges.

  1. Confirm that you are still using LibreSSL.

    # openssl version
    LibreSSL 2.5.4
  2. Remove LibreSSL.

    # sudo rm -f /usr/local/bin/openssl
  3. In a new shell window, confirm that you're now using OpenSSL.

    # openssl version
    OpenSSL 1.1.0g  2 Nov 2017

4.7. NVIDIA Desktop Shortcuts Not Updated After DGX OS Desktop Release Upgrade

Description

In DGX OS Desktop 4 releases, the NVIDIA desktop shortcuts have been updated to reflect current information about NVIDIA DGX systems and containers for deep learning frameworks. These desktop shortcuts are also organized in a single folder on the desktop.

After a DGX OS Desktop release upgrade, the NVIDIA desktop shortcuts for existing users are not updated. However, the desktop for a user added after the upgrade will have the current desktop shortcuts in a single folder.

Affects Versions

4.0.4 through 4.14.0

Workaround

If you want quick access to current information about NVIDIA DGX systems and containers from your desktop, replace the old desktop shortcuts with the new desktop shortcuts.

  1. Change to your desktop directory.

    $ cd /home/your-user-login-id/Desktop
  2. Remove the existing NVIDIA desktop shortcuts.

    $ rm dgx-container-registry.desktop \
    dgxstation-userguide.desktop \
    dgx-container-registry-userguide.desktop \
    nvidia-customer-support.desktop
  3. Copy the folder that contains the new NVIDIA desktop shortcuts and its contents to your desktop directory.

    $ cp -rf /etc/skel/Desktop/Getting\ Started/ .

4.8. Display Wake-Up Failure with Three Displays Connected

Description

In a DGX Station to which three displays are connected, the displays fail to wake up after sleeping when the system is idle. When you log in after waking up the displays by pressing a key on the keyboard, an error dialog box appears displaying the following message:

Could not switch the monitor configuration

Affects Versions

3.1.8

Workaround

This workaround requires sudo privileges and remote access to the DGX Station over secure shell (SSH) from another computer.

  1. From another computer, log in to the DGX Station through SSH as a user with sudo privileges.

  2. From the computer where you logged in, stop and restart the X Window System display manager.

    1. Stop the X Window System display manager.

      # sudo pkill X
    2. Restart the X Window System display manager.

      # sudo service lightdm start
  3. From the DGX Station, prevent the displays from sleeping when the system is idle.

    1. From the Ubuntu system menu at the right of the desktop menu bar, choose System Settings and in the System Settings window that opens, click Brightness & Lock.

    2. In the Brightness & Lock window that opens, set Turn screen off when inactive to Never and click Apply.

4.9. Vino VNC Server Start-Up Issue with Automatic Login

Description

If you have used default Ubuntu Desktop OS features to enable screen sharing and your account is set up to log you in automatically, you cannot access your desktop session on the DGX Station remotely through a VNC client. If you try to access your desktop session remotely after you have been logged in automatically, the display on the VNC client is blank.

This issue occurs because the Vino VNC server is not started automatically when the DGX Station is booted. The Vino VNC server process vino-server runs only when you have logged in manually through the login screen. The vino-server process is not started if you are logged in automatically when the DGX Station is booted.

Affects Versions

4.0.4 through 4.14.0

Resolution

Upgrade the plymouth package to version 0.9.3-1ubuntu7.18.04.2 or later.

4.10. Incorrect Failed to finalize file systems Error After DGX OS Desktop Installation

Description

When the system is first rebooted after DGX OS Desktop is installed from an ISO image, the following message is erroneously displayed:

Failed to finalize file systems

If you see this message during the first reboot after DGX OS Desktop is installed from an ISO image, ignore the message.

Affects Versions

3.1.8

Workaround

None required.

4.11. Intermittent Failures To Update the dgxstation-grub Package

Description

During an update of the DGX OS Desktop software, the EFI boot record may become unwriteable, which prevents the dgxstation-grub package from being updated. When this error occurs, the following error messages are displayed:

efibootmgr: Could not set variable Boot0008: No such file or directory
efibootmgr: Could not prepare boot variable: No such file or directory

Affects Versions

4.0.4 through 4.14.0

3.1.4 through 3.1.8

Workaround

This workaround requires administrator privileges.

  1. Reboot the DGX Station.

    $ sudo reboot
  2. Install the dgxstation-grub package.

    $ sudo apt install -y dgxstation-grub

4.12. Failure to Enable Networking from the Recovery Menu

Description

In recovery mode, when network is chosen from the Recovery menu, the command fails with the following error:

/etc/resolv.conf: No such file or directory

Resolved in Version

4.4.0

Affects Versions

4.0.4 through 4.3.0

3.1.1 through 3.1.8

Workaround

  1. Boot the DGX Station in recovery mode.
  2. From the Recovery menu, choose root to drop to the root shell.
  3. In the root shell, reconfigure the resolvconf package.
    dpkg-reconfigure resolvconf

Networking is now enabled.

4.13. Software Image Installation Failures Caused by File Copy Errors

Description

Random errors in copying files to the OS SSD can cause installation of the DGX OS Desktop software image to fail.

Affects Versions

4.0.4 through 4.14.0

3.1.1 through 3.1.8

Workaround

Reboot the DGX Station and try again.

4.14. Software Image Installation Failures Caused by Lack of a Root File System

Description

Installation of the DGX OS Desktop software image may fail with the error No root file system is defined. This error may occur if a custom software image had previously been installed on DGX Station and device sda had been configured as part of a RAID array. Installation of the DGX OS Desktop software image requires that device sda must be available for use as the OS drive.

Affects Versions

4.0.4 through 4.14.0

3.1.1 through 3.1.8

Workaround

Reconfigure device sda to be available for use as the OS drive and try again.

5. Resolved Issues

5.1. NVIDIA Visual Profiler and Nsight Eclipse Edition Start Failures

Description

NVIDIA Visual Profiler and Nsight Eclipse Edition require an earlier version of the Java Runtime Environment (JRE) than the default version in DGX OS Desktop. If you try to run NVIDIA Visual Profiler or Nsight Eclipse Edition without specifying the required JRE version, it fails to start.

These applications also require the libcanberra-gtk-module package, which is not included in DGX OS Desktop 4 releases. If either application is started without this package, the following error message is displayed:

Gtk-Message: 17:34:33.117: Failed to load module "canberra-gtk-module"

Resolved in Version

4.4.0

Affects Versions

4.0.4 through 4.3.0

Workaround

If you want to use NVIDIA Visual Profiler or Nsight Eclipse Edition, install the libcanberra-gtk-module package after installing or upgrading to a DGX OS Desktop 4 release such as 4.0.4.

# sudo apt install libcanberra-gtk-module

Each time you start NVIDIA Visual Profiler or Nsight Eclipse Edition, you must specify the required JRE version. Because DGX OS Desktop already includes the required JRE version, all you need do is include the -vm /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/java option in the command to start NVIDIA Visual Profiler or Nsight Eclipse Edition:

  • $ nvvp -vm /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/java
  • $ nsight -vm /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/java

5.2. Reduced UDP Networking Performance After Update to the Linux Kernel

Description

An update to DGX OS Desktop that includes an update to the Linux kernel may result in reduced network performance for workloads involving data transfer over UDP from the DGX Station to a remote system.

Resolved in Version

4.4.0

The reduced performance is the result of mitigations to CPU speculative side-channel vulnerabilities. Resolving this issue involves disabling these mitigations as explained in .

Affects Versions

Any DGX OS Desktop version running Linux kernel version 4.4.0-116

5.3. Incorrect Serial Number in nvhealth Output

Description

The nvhealth command incorrectly lists the serial number of the motherboard in the DGX Serial Number entry under Checks. The correct serial number is listed under System Summary.

$ sudo nvhealth
Info
----
Timestamp:  Thu Mar  7 08:54:52 2019 -0800
Version:    19.01.6
 
Checks
------
DGX BaseOS Version [4.0.5]........................................... 
BIOS Version [0406].................................................. 
DGX Serial Number [160984157800056].................................. 
...
 
System Summary
--------------
    Product Name: DGX Station
    Manufacturer: NVIDIA
    DGX Serial Number: 0154017000004
    Uptime: up 5 days, 17 hours, 44 minutes
Motherboard:
    BIOS Version: 0406
    Serial Number: 160984157800056
...

Resolved in Version

4.4.0

This issue is resolved in NVIDIA System Management (NVSM), which replaces nvhealth in release 4.4.0.

Affects Versions

4.0.4 through 4.3.0

3.1.1 through 3.1.8

5.4. Ethernet Connection Failures when the DGX Station Is Booted

Description

When the DGX Station is booted or rebooted, the Ethernet interfaces may not be correctly configured for the Dynamic Host Configuration Protocol (DHCP). As a result, the DGX Station cannot connect to the Internet and the status of its network ports is unmanaged. Docker interfaces are unaffected.

Resolved in Version

3.1.3

Affects Versions

3.1.2, 3.1.1

Workaround

This workaround requires sudo privileges.

  1. Open the file /etc/network/interfaces for editing in a plain-text editor such as vi.
    $ sudo vi /etc/network/interfaces
  2. Remove the following lines from the file:
    auto enp2s0f0
    iface enp2s0f0 inet manual
    
    auto enp2s0f1
    iface enp2s0f1 inet manual
  3. Save and close the file.
  4. Configure your DGX Station Ethernet interfaces using DHCP.
    $ sudo dhclient

5.5. Standby and Resume Issues with CUDA Applications

Description

The NVIDIA driver has a known issue with suspend and resume when a CUDA application is running. Suspending the system when a CUDA application is running can cause application crashes. Running some CUDA applications after a suspend-resume cycle can cause system instability.

To address these issues for CUDA applications that are running in Docker containers, the system power management scripts have been updated to stop and start the nvidia-docker plugin during a suspend-resume cycle. The nvidia-docker plugin is a plugin for the Docker Container Engine that provides GPU driver and CUDA capabilities to containers.

Note:Do not suspend your system while it is in the middle of a DL workload and expect it to resume properly.

Resolved in Version

3.1.2

Affects Versions

3.1.1

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NVIDIA, the NVIDIA logo, DGX, DGX-1, DGX-2, DGX A100, DGX Station, and DGX Station A100 are trademarks and/or registered trademarks of NVIDIA Corporation in the Unites States and other countries. Other company and product names may be trademarks of the respective companies with which they are associated.