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NVIDIA GPU Operator

The NVIDIA GPU Operator uses the operator framework within Kubernetes to automate the management of all NVIDIA software components needed to provision GPUs. These components include the NVIDIA drivers (to enable CUDA), Kubernetes device plugin for GPUs, the NVIDIA Container Toolkit, automatic node labeling using GFD, DCGM based monitoring and others.\nA Helm chart is provided for easily deploying the GPU operator in a cluster to provision the NVIDIA software on GPU-enabled nodes.

The NVIDIA GPU Operator has been validated to work with and without FIPS enabled Linux and K8s distributions. See the NVIDIA GPU Operator documentation for the list of validated Linux distributions and Kubernetes distributions. documentation.

Government Ready: STIG/FIPS Hardening

This ensures the highest level of security and compliance for regulated environments, the NVIDIA GPU Operator is:

hardened
supports FIPS 140-2 / 3 validated crypto / uses libraries that support FIPS crypto

Learn more about NVIDIA's hardened image in the AI Software for Regulated Environments White Paper.

Security Vulnerabilities in Open Source Packages

Please review the Security Scanning tab to view the latest security scan results.\nFor certain open-source vulnerabilities listed in the scan results, NVIDIA provides a response in the form of a Vulnerability Exploitability eXchange (VEX) document. The VEX information can be reviewed and downloaded from the Security Scanning tab.

Get Help

Enterprise Support\nGet access to knowledge base articles and support cases or submit a ticket.

NVIDIA AI Enterprise Documentation

Visit the NVIDIA AI Enterprise Documentation Hub for release documentation, deployment guides and more.

License

NVIDIA GPU Operator is licensed under the NVIDIA AI Product Agreement. By pulling and using this product, you accept the terms and conditions of this license.

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These components include the NVIDIA drivers (to enable CUDA), Kubernetes device plugin for GPUs, the NVIDIA Container Toolkit, automatic node labeling using GFD, DCGM based monitoring and others.\nA Helm chart is provided for easily deploying the GPU operator in a cluster to provision the NVIDIA software on GPU-enabled nodes.\n\nThe NVIDIA GPU Operator has been validated to work with and without FIPS enabled Linux and K8s distributions. See the NVIDIA GPU Operator documentation for the list of validated Linux distributions and Kubernetes distributions. [documentation](https://docs.nvidia.com/datacenter/cloud-native/gpu-operator/latest/index.html). \n\n\n### Government Ready: STIG/FIPS Hardening\nThis ensures the highest level of security and compliance for regulated environments, the NVIDIA GPU Operator is:\n\n- hardened\n- supports FIPS 140-2 / 3 validated crypto / uses libraries that support FIPS crypto\n\nLearn more about NVIDIA's hardened image in the AI Software for [Regulated Environments White Paper](https://docs.nvidia.com/ai-enterprise/planning-resource/ai-software-regulated-environments-white-paper/latest/index.html).\n\n### Security Vulnerabilities in Open Source Packages\nPlease review the Security Scanning tab to view the latest security scan results.\nFor certain open-source vulnerabilities listed in the scan results, NVIDIA provides a response in the form of a Vulnerability Exploitability eXchange (VEX) document. The VEX information can be reviewed and downloaded from the Security Scanning tab.\n\n### Get Help\nEnterprise Support\nGet access to knowledge base articles and support cases or [submit a ticket](https://www.nvidia.com/en-us/data-center/products/ai-enterprise-suite/support/).\n\n### NVIDIA AI Enterprise Documentation\nVisit the [NVIDIA AI Enterprise Documentation Hub](https://docs.nvidia.com/ai-enterprise/) for release documentation, deployment guides and more.\n\n### License\nNVIDIA GPU Operator is licensed under the [NVIDIA AI Product Agreement](https://www.nvidia.com/en-us/agreements/enterprise-software/product-specific-terms-for-ai-products/). 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They are capable of tracking your browser across other sites and building up a profile of your interests. This may impact the content and messages you see on other websites you visit. If you do not allow these cookies you may not be able to use or see these sharing tools.","alwaysActive","order",11,"cookies",[],"hosts",[],"C0004","Advertising Cookies","These cookies record your visit to our websites, the pages you have visited and the links you have followed to influence the advertisements that you see on other websites. These cookies and the information they collect may be managed by other companies, including our advertising partners, and may be used to build a profile of your interests and show you relevant advertising on other sites. We and our advertising partners will use this information to make our websites and the advertising displayed on it, more relevant to your interests.",5,[641,642,643,644,645,646,647,648,649,650,651,652,653,654,655,656,657,658,659,660,661,662,663,664,665,666,667,668,669,670,671,672,673,674,675],[513,514,515,516,517,518,519,520,521,522,523,524,525,526,527,528,529],{"_530":637,"_357":637,"_163":532,"_503":638},{"_530":632,"_357":632,"_163":532,"_503":633},{"_530":628,"_357":628,"_163":532,"_503":629},{"_530":623,"_357":623,"_163":532,"_503":624},{"_530":618,"_357":618,"_163":532,"_503":619},{"_530":606,"_357":606,"_163":532,"_503":607},{"_530":594,"_357":594,"_163":532,"_503":595},{"_530":589,"_357":589,"_163":532,"_503":590},{"_530":578,"_357":578,"_163":532,"_503":579},{"_530":573,"_357":573,"_163":532,"_503":574},{"_530":568,"_357":568,"_163":532,"_503":569},{"_530":563,"_357":563,"_163":532,"_503":564},{"_530":558,"_357":558,"_163":532,"_503":559},{"_530":553,"_357":553,"_163":532,"_503":554},{"_530":548,"_357":548,"_163":532,"_503":549},{"_530":541,"_357":541,"_163":532,"_503":542},{"_530":531,"_357":531,"_163":532,"_503":533},"hostName","amazon-adsystem.com","",[534,535],{"_78":540,"_537":531,"_538":30,"_163":539},{"_78":536,"_537":531,"_538":30,"_163":539},"ad-privacy","host","isSession","This domain is owned by online retailer Amazon and is used as part of its affiliate marketing programme.","ad-id","doubleclick.net",[543,544],{"_78":547,"_537":541,"_538":30,"_163":546},{"_78":545,"_537":541,"_538":30,"_163":546},"IDE","This domain is owned by Doubleclick (Google). 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Where twitter acts as a third party host, it collects data through a range of plug-ins and integrations, that is primarily used for tracking and targeting.","guest_id_marketing","guest_id","Twitter does not currently provide information on the use of specific cookies.","guest_id_ads","youtube.com",[608,609,610,611],{"_78":617,"_537":606,"_538":30,"_163":615},{"_78":616,"_537":606,"_538":30,"_163":615},{"_78":614,"_537":606,"_538":30,"_163":615},{"_78":612,"_537":606,"_538":30,"_163":613},"VISITOR_INFO1_LIVE","This cookie is used as a unique identifier to track viewing of videos","__Secure-YNID","YouTube is a Google owned platform for hosting and sharing videos. 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It stores a unique visitor identifier, and uses an organisation identifier to allow a company to track users across their domains and services.This is a pattern type cookie name associated with Adobe Marketing Cloud. It stores a unique visitor identifier, and uses an organisation identifier.","kndctr_F207D74D549850760A4C98C6_AdobeOrg_identity","_rdt_pn","www.nvidia.com","This cookie name is associated with www.mind.org.uk which is used for marketing purposes.","ai-podcast.nvidia.com","This cookie is used to identify the user's session on the website and is often associated with analytics or personalization.","_gcl_au","Used by Google AdSense for experimenting with advertisement efficiency across websites using their services","_mkto_trk","This cookie is associated with an email marketing service provided by Marketo. This tracking cookie allows a website to link visitor behaviour to the recipient of an email marketing campaign, to measure campaign effectiveness.","_gat_gtag_UA_140825383_2","Google Analytics","_zitok","This cookie name is associated with ZoomInfo which is used to maintain a unique visitor identifier and store Personally Identifiable Information.","_rdt_uuid","This cookie is set by Reddit and is used for tracking the views of embedded videos and performance of the advertisements.","AMP_91bf70adfe","Supports Amplitude product analytics.","This cookie name is associated with StackAdapt Inc. which is used to support the effective management and optimization of digital advertising campaigns by handling information such as visitor actions on websites, visited pages, time spent, page load speed, and more.","build.nvidia.com","kndctr_F207D74D549850760A4C98C6_AdobeOrg_cluster","_cs_nnnnnnnnnnnnn","This is a session cookie. 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It is commonly used for analytics and personalization of content.","marketplace.nvidia.com","AMP_MKTG_92dea1e784","This cookie is typically associated with SnackTools, which is a suite of web applications for creating and sharing multimedia content. It is used to identify a user across sessions and track user activities.","forums.developer.nvidia.com","This cookie is typically associated with the use of Taptap Digital, a company specializing in digital advertising. It is used for tracking and ad personalization purposes.","_tt_enable_cookie","This cookie name is associated with TikTok which is used to collect data about behavior and purchases on the website and to measure the effect of advertising. It is also used to track website activity to help optimize advertising efforts.","AMCV_xxxxxAdobeOrg","This cookie is used to identify a unique visitor for tracking purposes by Adobe Experience Cloud.This is a pattern type cookie name associated with Adobe Marketing Cloud. It stores a unique visitor identifier, and uses an organisation identifier to allow a company to track users across their domains and services.","ttcsid","This cookie name is associated with TikTok which is used to enable TikTok Ads session tracking by assigning a unique session ID to users who click on TikTok ads, allowing for the attribution of user behavior and conversions within the same session.This cookie is associated with TikTok. It helps track your activity on the platform, including how you interact with their embedded services on other websites.","AMP_MKTG_91bf70adfe","C0003","Personalization Cookies","These cookies collect data about how you have interacted with our website to help us improve your web experience, such as which pages you have visited. These cookies may store a unique ID so that our system will remember you when you return. They may be set by us or by third party providers whose services we have added to our pages. These cookies enable us to provide enhanced website functionality and personalization as well as make the marketing messages we send to you more relevant to your interests. If you do not allow these cookies, then some or all of these services may not function properly.",4,[764,765,766,767,768,769,770,771,772,773,774,775,776,777,778,779,780,781,782,783,784],[729,730,731,732,733],{"_530":623,"_357":623,"_163":532,"_503":755},{"_530":589,"_357":589,"_163":532,"_503":750},{"_530":743,"_357":743,"_163":532,"_503":744},{"_530":739,"_357":739,"_163":532,"_503":740},{"_530":734,"_357":734,"_163":532,"_503":735},"nvcrm.my.site.com",[736],{"_78":737,"_537":734,"_538":30,"_163":738},"BrowserId","If you know anything about this cookie and its uses that are not specific to a particular site please add your contributions.","nvidia.partners",[741],{"_78":742,"_537":739,"_538":30,"_163":572},"edge","github.com",[745,746],{"_78":749,"_537":743,"_538":30,"_163":748},{"_78":747,"_537":743,"_538":30,"_163":748},"logged_in","This domain is owned by Github. 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We have categorized it under Functionality because it is necessary for the operation of our affiliate program.","nv.modal.cuda","This cookie name suggests it is related to a modal popup functionality on NVIDIA's website, possibly to remember user preferences or interactions with the modal.","readme_library","docs.api.nvidia.com","_im_ses.1006927","geo_locator","nv.modal.deepstream","openedx-language-preference","learn.nvidia.com","doxygen_width","raytracing-docs.nvidia.com","This cookie is likely used to remember the width preferences of a sidebar or interface element within a documentation platform like Doxygen.","_sfid_eb78","This cookie is categorized as Functionality Cookie.","_im_id.1006927","_hjUserAttributesHash","docs.nvidia.com","This cookie name is associated with Hotjar which is used to know when any user attribute has changed and needs to be updated.","mbox","Cookie set by Adobe SiteCatalyst analytics software - used for measuring the performance of page content using A/B split testing","nv.modal.cudnn","This cookie name suggests it is related to modal popup handling or user interface preferences on NVIDIA's website, specifically for the cuDNN library section.","readme_language","nv.modal.hpc","This cookie name suggests it is related to a modal pop-up on a website, possibly to control the display of a high-priority cookie notice or other important information to the user.","at_check","Used by Adobe Target to check if cookies are enabled/supported on the browser","_biz_uid","This cookie is used to record website and server performance with each visit to the site. The data is aggregated and analyzed; therefore, it remains anonymous upon use.\n","nvHeadless","This cookie is likely used to track if a user is using the site in a 'headless' non-GUI mode, which could be for accessibility reasons or for automated processes.","_biz_nA","C0002","Performance Cookies","These cookies are used to provide quantitative measures of our website visitors, such as the number of times you visit, time on page, your mouse movements, scrolling, clicks and keystroke activity on the websites; other browsing, search, or product research behavior; and what brought you to our site. These cookies may store a unique ID so that our system will remember you when you return. Information collected with these cookies is used to measure and find ways to improve website 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