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gpu-beta

Introduction

gpu-beta is a device management add-on that supports GPUs in containers. It supports only NVIDIA Tesla drivers.

Notes and Constraints

  • This add-on is available only in certain regions.
  • This add-on can be installed only in CCE clusters of v1.11 or later. Kunpeng clusters are not supported.
  • If GPU nodes are used in the cluster, the gpu-beta add-on must be installed.
  • The driver to be downloaded must be a .run file.
  • Only Tesla drivers are supported, not GRID drivers.
  • If the download link is a public network address, for example, https://us.download.nvidia.com/tesla/396.37/NVIDIA-Linux-x86_64-396.37.run, bind an EIP to each GPU node. For details about how to obtain the driver link, see Obtaining the Driver Link from Public Network.
  • If the download link is an OBS URL, you do not need to bind an EIP to GPU nodes. For details about how to obtain the driver link, see Obtaining the Driver Link from OBS.
  • Ensure that the NVIDIA driver version matches the GPU node.
  • After the driver version is changed, restart the node for the change to take effect.

Installing the Add-on

  1. Log in to the CCE console. In the navigation pane, choose Add-ons. On the Add-on Marketplace tab page, click Install Add-on under gpu-beta.
  2. On the Install Add-on page, select the cluster and the add-on version, and click Next: Configuration.
  3. In the Configuration step, enter the link to download the NVIDIA driver.
  4. Click Install.

    After the add-on is installed, click Go Back to Previous Page. On the Add-on Instance tab page, select the corresponding cluster to view the running instance. This indicates that the add-on has been installed on each GPU node in the cluster.

Verifying the Add-on

After the add-on is installed, run the nvidia-smi command on the GPU node and the container that schedules GPU resources to verify the availability of the GPU device and driver.

GPU node: 
cd /opt/cloud/cce/nvidia/bin && ./nvidia-smi

Container:

cd /usr/local/nvidia/bin && ./nvidia-smi

If GPU information is returned, the device is available and the add-on is successfully installed.

Obtaining the Driver Link from Public Network

  1. Log in to the CCE console.
  2. Click Create Node and select the GPU node to be created in the Specifications area. The GPU card model of the node is displayed in the lower part of the page.

    Figure 1 Viewing the GPU card model

  1. Visit https://www.nvidia.com/Download/Find.aspx?lang=en.
  2. Select the driver information on the NVIDIA Driver Downloads page, as shown in Figure 2. Operating System must be Linux 64-bit.

    Figure 2 Setting parameters

  3. After confirming the driver information, click SEARCH. A page is displayed, showing the driver information, as shown in Figure 3. Click DOWNLOAD.

    Figure 3 Driver information

  4. Obtain the driver link in either of the following ways:

    • Method 1: As shown in Figure 4, find url=/tesla/396.37/NVIDIA-Linux-x86_64-396.37.run in the browser address box. Then, supplement it to obtain the driver link https://us.download.nvidia.com/tesla/396.37/NVIDIA-Linux-x86_64-396.37.run. By using this method, you must bind an EIP to each GPU node.
    • Method 2: As shown in Figure 4, click AGREE & DOWNLOAD to download the driver. Then, upload the driver to OBS and record the OBS URL. By using this method, you do not need to bind an EIP to GPU nodes.
      Figure 4 Obtaining the link

Obtaining the Driver Link from OBS

  1. Upload the driver to OBS and set the driver file to public read. For details, see Uploading a File.
  2. In the navigation pane on the OBS console, select Object Storage.
  3. In the bucket list, click a bucket name, and then the Overview page of the bucket is displayed.
  4. In the navigation pane, choose Objects.
  5. Select the target object and copy the driver link on the object details page.

Upgrading the Add-on

  1. Log in to the CCE console. In the navigation pane, choose Add-ons. On the Add-on Instance tab page, click Upgrade under gpu-beta.

    • If the Upgrade button is not available, the current add-on is already up-to-date and no upgrade is required.
    • During the upgrade, the gpu-beta add-on of the original version on cluster nodes will be discarded, and the add-on of the target version will be installed.

  2. On the Basic Information page, select the add-on version and click Next.
  3. Set the parameters by referring to the parameter description in Installing the Add-on and click Upgrade.
  4. (Mandatory) Restart the node.

    Restart the node on the ECS console. Log in to the management console, select the region where the ECS is located, and choose Service List > Computing > Elastic Cloud Server. In the ECS list, locate the target node, and click More > Restart in the Operation column.

Uninstalling the Add-on

  1. Log in to the CCE console. In the navigation pane, choose Add-ons. On the Add-on Instance tab page, select the cluster and click Uninstall under gpu-beta.
  2. In the dialog box displayed, click Yes to uninstall the add-on.

    The driver will not be uninstalled during gpu-beta add-on uninstall. If the driver is reinstalled, you must restart all GPU nodes.

Helpful Links

Parent topic: Add-ons