Before You Start

We have introduced a new NGC DeepStream SDK\nCollection.

This collection serves as a hub for all DeepStream assets. Make sure you\ncheck it out!

DeepStream Installers

Please refer to the section below which describes the different\nDeepStream installers\navailable.

\n\n td, th { \n text-align: left;\n }\n\n\n

\n\n\n\n\n\n\n\n\n\n\n\n\n\n\ntr:nth-child(odd)]:bg-surface-sunken\">\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n

File Name	Architecture	License Type	Notes
deepstream-9.0_9.0.0-1_amd64.deb	x86	Deployment	Installer for Debian compatible systems. \n Ubuntu 24.04 is the only tested distribution
deepstream-9.0_9.0.0-1_arm64.deb	Jetson	Deployment	Installer for Jetson devices with JetPack 7.1
deepstream_sdk_v9.0.0_x86_64.tbz2	x86	Deployment	Tar installer for x86 based systems
deepstream_sdk_v9.0.0_jetson.tbz2	Jetson	Deployment	Tar installer for Jetson based devices

Read the DeepStream 9.0 Release\nNotes\nfor full list of features of the release

Getting Started

Download installer(s)

NGC offers three options to download the assets on this resource. Two\noptions are via a command line, and one more via the browser.

Find the details below for all options. Please update the name of the\nfile you would like to download (i.e.\ndeepstream-9.0_9.0.0-1_amd64.deb) when using curl or wget.

curl

curl -LO\n'https://api.ngc.nvidia.com/v2/resources/nvidia/deepstream/versions/9.0/files/deepstream-9.0_9.0.0-1_amd64.deb'

wget

wget --content-disposition\n'https://api.ngc.nvidia.com/v2/resources/nvidia/deepstream/versions/9.0/files/deepstream-9.0_9.0.0-1_amd64.deb'\n-O deepstream-9.0_9.0.0-1_amd64.deb

From Browser

If you would like to download individual files from your web browser,\nplease navigate to the File Browser\ntab,\nand click on the three dots for different download options as shown\nbelow as reference:

Notes:

\n
The animation above shows files from an older release. The steps to\ndownload single files are applicable to the latest release as well.
\n
\n
Please be aware that the “Browser (Direct Download)” option\navailable on the pull-down button (top-right corner of this page) will\ndownload all files in the resource.
\n

Install DeepStream

For details such as software dependencies and installations steps (once\nyou have downloaded the installer(s)), please refer to the DeepStream\nInstallation\nsection of the documentation.

License

The following licenses apply to the DeepStream SDK assets:

\n\n\n\n\n\n\n\n\n\n\n\n\ntr:nth-child(odd)]:bg-surface-sunken\">\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n

Asset	Applicable EULA	Notes
SDK	DeepStream\nSDK EULA	A copy of the license is available on the following folder of the\nSDK: \n/opt/nvidia/deepstream/deepstream-9.0/LicenseAgreement.pdf
Containers	DeepStream NGC\nLicense	License grants redistribution rights allowing developers to build\napplications on top of the DeepStream containers
Development Containers	DeepStream\nNGC Development License	A development-only license. Does not allow redistribution of the\ncontainer
TAO Models	NVIDIA\nAI Product License	All TAO pre-trained models included in the DeepStream SDK are\ncovered by the NVIDIA AI Product License.

NOTE: By pulling, downloading, or using the DeepStream SDK, you accept\nthe terms and conditions of the EULA licenses listed above.

Ethical AI

NVIDIA’s platforms and application frameworks enable developers to\nbuild a wide array of AI applications. Consider potential algorithmic\nbias when choosing or creating the models being deployed. Work with the\nmodel’s developer to ensure that it meets the requirements for the\nrelevant industry and use case; that the necessary instruction and\ndocumentation are provided to understand error rates, confidence\nintervals, and results; and that the model is being used under the\nconditions and in the manner intended.

","resourceVersions",[233,234,235,236,237,238,239,240,241,242,243],"resourceVersionsTotal",10,"hasMoreVersions","versionMetadata",{"_208":184,"_90":-5,"_44":209,"_210":-5,"_211":212,"_93":-5,"_213":214,"_215":16,"_216":134,"_217":218,"_219":134,"_220":-5,"_221":26,"_222":223,"_224":26,"_225":223,"_226":26,"_227":223,"_228":26,"_229":223,"_230":26,"_231":232},"version","8.0_3rd_party_oss","imageReference","cliDownloadCommand","ngc registry resource download-version nvidia/deepstream:8.0_3rd_party_oss","helmFetchCommand","viewAllVersionsPath","/orgs/nvidia/-/resources/deepstream/8.0_3rd_party_oss/version-history","accessCheckResult",{"_207":134},"hasRelatedCollections","context",{"_85":86,"_87":-7},1782727061401,[],[],[200,201,202,203,204,205,206],{"_40":55,"_42":66,"_44":57,"_46":58,"_48":67,"_50":51},{"_40":55,"_42":64,"_44":57,"_46":58,"_48":65,"_50":51},{"_40":55,"_42":62,"_44":57,"_46":58,"_48":63,"_50":51},{"_40":55,"_42":60,"_44":57,"_46":58,"_48":61,"_50":51},{"_40":55,"_42":56,"_44":150,"_46":-5,"_48":-5,"_50":51},{"_40":52,"_42":53,"_44":45,"_46":47,"_48":54,"_50":51},{"_40":41,"_42":43,"_44":45,"_46":47,"_48":49,"_50":51},"allowed","versionId","UPLOAD_COMPLETE","releaseType","createdDate",["D",1757523210995],"totalSizeInBytes",1490762912,"totalFileCount","isSigned","malwareScanStatus","CLEAN","isScanned","releaseNotes","hasReleaseNotes","setup","","hasSetup","quickStartGuide","hasQuickStartGuide","advanced","hasAdvanced","performance","hasPerformance","policies",[],{"_78":264,"_245":265,"_210":-5,"_216":134,"_219":134,"_231":263,"_221":26},{"_78":262,"_245":262,"_210":-5,"_216":134,"_219":134,"_231":263,"_221":26},{"_78":260,"_245":260,"_210":-5,"_216":134,"_219":134,"_231":261,"_221":26},{"_78":258,"_245":258,"_210":-5,"_216":134,"_219":134,"_231":259,"_221":26},{"_78":184,"_245":184,"_210":-5,"_216":134,"_219":134,"_231":257,"_221":26},{"_78":255,"_245":255,"_210":-5,"_216":26,"_219":26,"_231":256,"_221":26},{"_78":253,"_245":253,"_210":-5,"_216":26,"_219":26,"_231":254,"_221":26},{"_78":251,"_245":251,"_210":-5,"_216":26,"_219":26,"_231":252,"_221":26},{"_78":249,"_245":249,"_210":-5,"_216":26,"_219":26,"_231":250,"_221":26},{"_78":247,"_245":247,"_210":-5,"_216":26,"_219":26,"_231":248,"_221":26},{"_78":244,"_245":244,"_210":-5,"_216":26,"_219":26,"_231":246,"_221":26},"6.3","name",[],"6.4",[],"7.0",[],"7.0_container_open_source",[],"7.1_container_open_source",[],"7.1",[],[],"8.0",[],"9.0_3rd_party_oss",[],"9.0",[],"-","Latest (9.0)","nvidia/deepstream","nvidia/resources/deepstream","deepstream","DeepStream SDK delivers a complete streaming analytics toolkit for AI based video and image understanding and multi-sensor processing. (Resources/ TAR and * Debian)","## **Before You Start**\n\nWe have introduced a new NGC [DeepStream SDK\nCollection](https://catalog.ngc.nvidia.com/orgs/nvidia/collections/deepstream_sdk).\n\nThis collection serves as a hub for all DeepStream assets. Make sure you\ncheck it out!\n\n## **DeepStream Installers**\n\nPlease refer to the section below which describes the different\n[DeepStream installers\navailable](https://catalog.ngc.nvidia.com/orgs/nvidia/resources/deepstream/files).\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n

File Name	Architecture	License Type	Notes
deepstream-9.0_9.0.0-1_amd64.deb	x86	Deployment	Installer for Debian compatible systems. \n Ubuntu 24.04 is the only tested distribution
deepstream-9.0_9.0.0-1_arm64.deb	Jetson	Deployment	Installer for Jetson devices with JetPack 7.1
deepstream_sdk_v9.0.0_x86_64.tbz2	x86	Deployment	Tar installer for x86 based systems
deepstream_sdk_v9.0.0_jetson.tbz2	Jetson	Deployment	Tar installer for Jetson based devices

\n\nRead the [DeepStream 9.0 Release\nNotes](https://docs.nvidia.com/metropolis/deepstream/dev-guide/text/DS_Release_notes.html)\nfor full list of features of the release\n\n## \n\n## **Getting Started**\n\n### Download installer(s)\n\nNGC offers three options to download the assets on this resource. Two\noptions are via a command line, and one more via the browser.\n\nFind the details below for all options. Please update the name of the\nfile you would like to download (i.e.\ndeepstream-9.0\\_9.0.0-1\\_amd64.deb) when using curl or wget.\n\n**curl**\n\n

curl -LO\n'https://api.ngc.nvidia.com/v2/resources/nvidia/deepstream/versions/9.0/files/deepstream-9.0_9.0.0-1_amd64.deb'

\n\n**wget**\n\n

wget --content-disposition\n'https://api.ngc.nvidia.com/v2/resources/nvidia/deepstream/versions/9.0/files/deepstream-9.0_9.0.0-1_amd64.deb'\n-O deepstream-9.0_9.0.0-1_amd64.deb

\n\n**From Browser**\n\nIf you would like to download individual files from your web browser,\nplease navigate to the [File Browser\ntab](https://catalog.ngc.nvidia.com/orgs/nvidia/resources/deepstream/files),\nand click on the three dots for different download options as shown\nbelow as reference:\n\n

\n\n**Notes:**\n\n- The animation above shows files from an older release. The steps to\n download single files are applicable to the latest release as well.\n\n- Please be aware that the “***Browser (Direct Download)***” option\n available on the pull-down button (top-right corner of this page) will\n download all files in the resource.\n\n### Install DeepStream\n\nFor details such as software dependencies and installations steps (once\nyou have downloaded the installer(s)), please refer to the [DeepStream\nInstallation](https://docs.nvidia.com/metropolis/deepstream/dev-guide/text/DS_Installation.html)\nsection of the documentation.\n\n## **License**\n\nThe following licenses apply to the DeepStream SDK assets:\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n

Asset	Applicable EULA	Notes
SDK	DeepStream\nSDK EULA	A copy of the license is available on the following folder of the\nSDK: \n/opt/nvidia/deepstream/deepstream-9.0/LicenseAgreement.pdf
Containers	DeepStream NGC\nLicense	License grants redistribution rights allowing developers to build\napplications on top of the DeepStream containers
Development Containers	DeepStream\nNGC Development License	A development-only license. Does not allow redistribution of the\ncontainer
TAO Models	NVIDIA\nAI Product License	All TAO pre-trained models included in the DeepStream SDK are\ncovered by the NVIDIA AI Product License.

\n\n**NOTE: By pulling, downloading, or using the DeepStream SDK, you accept\nthe terms and conditions of the EULA licenses listed above.**\n\n## **Ethical AI**\n\n*NVIDIA’s platforms and application frameworks enable developers to\nbuild a wide array of AI applications. Consider potential algorithmic\nbias when choosing or creating the models being deployed. Work with the\nmodel’s developer to ensure that it meets the requirements for the\nrelevant industry and use case; that the necessary instruction and\ndocumentation are provided to understand error rates, confidence\nintervals, and results; and that the model is being used under the\nconditions and in the manner intended.*","DeepStream",["D",1773808466538],"/api/image/nvidia/-/resources/deepstream",3804001553,"bias","explainability","privacy","safetyAndSecurity",[],[284,285,286],[],[],[],{"_91":291,"_123":292,"_124":293,"_126":127},{"_91":271,"_123":288,"_124":289,"_126":127},{"_91":122,"_123":122,"_124":287,"_126":127},{"_128":127,"_123":122},"pltfm_deepstream",{"_128":290,"_123":288},"platform","AI","soln_ai",{"_128":294,"_123":292},"technology",{"_155":1474,"_157":1475},"ngcApps",[1427],"csaApiBaseUrl","https://www.nvidia.com/ai-agents/csa-agent/dcsm","datadogRum",{"_1409":1410,"_1411":1412,"_1413":1414,"_1415":1416,"_1417":306,"_183":330,"_1418":1419,"_1407":51,"_1420":134,"_1421":134,"_1422":1423,"_1424":134,"_1425":1426},"amplitude",{"_1405":1406,"_1407":51,"_1003":-7,"_1408":26},"disableJs","environment","prod","featureFlagsBlob","JTdCJTIydGVzdEZsYWclMjIlM0FmYWxzZSUyQyUyMnNob3dTZWFyY2hMYWJlbFNldEZpbHRlcnMlMjIlM0FmYWxzZSUyQyUyMmNoaW5hTmltRGlzdHJpYnV0b3JzUmVkZXNpZ24lMjIlM0F0cnVlJTJDJTIyZW5hYmxlQ3NhV2lkZ2V0JTIyJTNBZmFsc2UlMkMlMjJlbmFibGVQcm9kdWN0R3JvdXBpbmdCeVN1YnNjcmlwdGlvbiUyMiUzQWZhbHNlJTJDJTIyY29udGFpbmVyU2Nhbm5pbmdSZWRlc2lnbk0xJTIyJTNBZmFsc2UlN0Q=","featureFlagsGuarded","isDevLikeEnv","isPlaywright","isMobileDevice","categorizedOrgs",{"_1399":1400,"_1401":1402,"_1403":1404},"currentOrgContext","currentContextRoles",[],"enterpriseOrgs",[],"locale","en","ngcApiOrigin","ngcHelmOrigin","origin","https://catalog.ngc.nvidia.com","usesMocks","theme","year",2026,"1.4.0","defaultSearchSuggestions",{"_1278":223,"_1279":1280,"_1281":1282,"_1283":1284},"announcements",[],"consentState",{"_369":1268,"_1269":134,"_1270":26,"_1271":26,"_1272":1273},"consentConfig",{"_351":352,"_353":354,"_355":356,"_357":358,"_359":360,"_361":362,"_363":364,"_365":366,"_367":368,"_369":370},"showContactAdmin",1782727061349,[],[],[344,345,346,347,348,349],{"_40":55,"_42":66,"_44":150,"_46":-5,"_48":-5,"_50":51},{"_40":55,"_42":64,"_44":150,"_46":-5,"_48":-5,"_50":51},{"_40":55,"_42":62,"_44":150,"_46":-5,"_48":-5,"_50":51},{"_40":55,"_42":60,"_44":150,"_46":-5,"_48":-5,"_50":51},{"_40":52,"_42":53,"_44":150,"_46":-5,"_48":-5,"_50":51},{"_40":41,"_42":43,"_44":45,"_46":47,"_48":350,"_50":51},4,"mainInfoText","We and our third-party partners (including social media, advertising, and analytics partners) use cookies and other tracking technologies to collect, store, monitor, and process certain information about you when you visit our website. The information collected might relate to you, your preferences, or your device. We use that information to make the site work, analyze performance and traffic on our website, provide a more personalized web experience, and assist in our marketing efforts.

Under certain privacy laws, you have the right to direct us not to \"sell\" or \"share\" your personal information for targeted advertising. To opt-out of the \"sale\" and \"sharing\" of personal information through cookies, you must opt-out of optional cookies using the toggles below. To opt out of the \"sale\" and \"sharing\" of data collected by other means (e.g., online forms) you must also update your data sharing preferences through the NVIDIA Preference Center.

Click on the different category headings below to find out more and change the settings according to your preference. You cannot opt out of Required Cookies as they are deployed to ensure the proper functioning of our website (such as prompting the cookie banner and remembering your settings, etc.). By clicking \"Save and Accept\" or \"Decline All\" at the bottom, you consent to the use of cookies and other tools as described in our Cookie Policy in accordance with your settings and accept our Terms of Service (which contains important waivers). 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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,[520,521,522,523,524,525,526,527,528,529,530,531,532,533,534,535,536,537,538,539,540,541,542,543,544,545,546,547,548,549,550,551,552,553,554],[393,394,395,396,397,398,399,400,401,402,403,404,405,406,407,408,409],{"_410":516,"_91":516,"_90":223,"_383":517},{"_410":511,"_91":511,"_90":223,"_383":512},{"_410":507,"_91":507,"_90":223,"_383":508},{"_410":502,"_91":502,"_90":223,"_383":503},{"_410":497,"_91":497,"_90":223,"_383":498},{"_410":485,"_91":485,"_90":223,"_383":486},{"_410":473,"_91":473,"_90":223,"_383":474},{"_410":468,"_91":468,"_90":223,"_383":469},{"_410":457,"_91":457,"_90":223,"_383":458},{"_410":452,"_91":452,"_90":223,"_383":453},{"_410":447,"_91":447,"_90":223,"_383":448},{"_410":442,"_91":442,"_90":223,"_383":443},{"_410":437,"_91":437,"_90":223,"_383":438},{"_410":432,"_91":432,"_90":223,"_383":433},{"_410":427,"_91":427,"_90":223,"_383":428},{"_410":420,"_91":420,"_90":223,"_383":421},{"_410":411,"_91":411,"_90":223,"_383":412},"hostName","amazon-adsystem.com",[413,414],{"_245":419,"_416":411,"_417":26,"_90":418},{"_245":415,"_416":411,"_417":26,"_90":418},"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",[422,423],{"_245":426,"_416":420,"_417":26,"_90":425},{"_245":424,"_416":420,"_417":26,"_90":425},"IDE","This domain is owned by Doubleclick (Google). 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It uses the data gathered from most of these services to profile the interests of web users and sell advertising space to organisations based on such interest profiles as well as aligning adverts to the content on the pages where its customer's adverts appear.","tags.srv.stackadapt.com",[459,460,461,462],{"_245":467,"_416":457,"_417":26,"_90":464},{"_245":466,"_416":457,"_417":26,"_90":464},{"_245":465,"_416":457,"_417":26,"_90":464},{"_245":463,"_416":457,"_417":26,"_90":464},"sa-user-id-v3","This domain is associated with StackAdapt, a platform for programmatic advertising, which suggests that it is used for targeting and advertising purposes.","sa-user-id","sa-user-id-v2","sa-user-id-v4","linkedin.com",[470],{"_245":471,"_416":468,"_417":26,"_90":472},"bcookie","This domain is owned by LinkedIn, the business networking platform. 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As part of our bot management service, this cookie helps manage incoming traffic that matches criteria associated with bots.\nThis is a CloudFoundry cookie","OptanonConsent","nvid.nvidia.com","This cookie is set by the cookie compliance solution from OneTrust. It stores information about the categories of cookies the site uses and whether visitors have given or withdrawn consent for the use of each category. This enables site owners to prevent cookies in each category from being set in the users browser, when consent is not given. The cookie has a normal lifespan of one year, so that returning visitors to the site will have their preferences remembered. It contains no information that can identify the site visitor.","events.nvidia.com","This cookie is associated with the Amazon Web Services Elastic Load Balancing functionality for routing client request on the server.Used to attribute commission to affiliates when you arrive at the website from an affiliate referral link. It is set when you click on one of our links and used to let the advertiser and us know the website from which you came.","sessionid","This is a very generic cookie name that may have different purposes on different sites, but generally it will be some kind of anonymous session identifier.","_csrf","This cookie is used to prevent Cross-Site Request Forgery (CSRF) attacks, ensuring that each request made to the server is from the user's browser and is intentional.","enterprise-support.nvidia.com","Used to apply end-user cookie consent preferences set by our client-side utility.Custom- Short Duration. Unique ID of an Enquiry- used to validate access to case, and load exisiting data.\n","renderCtx","academicgrants.nvidia.com","Used to store site parameters in the session for reuse across requests by a single client for functionality and performance reasons.","ph_phc_yQgAEdJJkVpI24NdSRID2mor1x1leRpDoC9yZ9mfXal_posthog","The PostHog ph_phc_xxx cookie is a session cookie used for identifying and tracking visitors on websites, helping us understand user behavior and website performance.","This cookie is managed by AWS and is used for load balancing.Used to attribute commission to affiliates when you arrive at the website from an affiliate referral link. It is set when you click on one of our links and used to let the advertiser and us know the website from which you came.","This cookie is associated with Akamai and is used to differentiate between traffic from humans and bots.","OptanonAlertBoxClosed","docs.ngc.nvidia.com","This cookie is set by websites using certain versions of the cookie law compliance solution from OneTrust. It is set after visitors have seen a cookie information notice and in some cases only when they actively close the notice down. It enables the website not to show the message more than once to a user. The cookie has a normal lifespan of one year and contains no personal information.","nv_co","__uxq412__ses.88c1","investor.nvidia.com","learn.learn.nvidia.com","This cookie is associated with the Amazon Web Services Elastic Load Balancing functionality for routing client request on the server.","pctrk","Used to count page views by unauthenticated users against license usage.","bm_s","bpazaws52gukakzc__ctrl0_ctl36_uccaptcha","bm_sv","store.nvidia.com","The __cf_bm cookie is a cookie necessary to support Cloudflare Bot Management, currently in private beta. As part of our bot management service, this cookie helps manage incoming traffic that matches criteria associated with bots.\n","This cookie name is used by DataDog to determine if cookies are supported on the website.dd_cookie_test","AMP_TLDTEST_xxxxxxxx","SESSlsd","This cookie is likely to be a session identifier used to maintain user session state across page requests.","mboxEdgeCluster","This cookie name is associated with Adobe Target which is used to communicate the correct edge cluster to at.js so that Target profiles can stay in sync as users navigate across a site.","_biz_pendingA","_rdt_em","This cookie name is associated with Reddit which is used to manage session state and user interactions.","megaNavCollapsed","_abck","The _abck cookie is associated with Akamai's Bot Manager, which is used to prevent fraud and abuse by safeguarding online interactions and detecting irregularities that could suggest malicious activity, such as bot-driven attacks or hacking attempts.","AMP_TEST","This cookie name AMP_TEST is used for internal analytics by the website operator, necessary for the functionality of the website's chat-box function, and to check whether the cookie storage is working properly.","idccsrf","This cookie name is associated with Salesforce which is used to track CrossSiteRequestForgery validation for certain single sign-on (SSO) flows.","_biz_flagsA","This cookie is used to remember users' settings as well as for authentication and analytics.","ApplicationGatewayAffinity","partners.nvidia.com","This cookie is used to maintain a user session by the server in a load balanced environment, to ensure the user has a consistent experience.","AMP_TEST_xxxxxxxx","bm_lso","This cookie name is associated with Akamai which is used to load the site as quickly as possible and to recognize bots.","SSESS###########","This cookie is likely to be a session cookie used to maintain an anonymized user session by the server in a secure environment, often seen in sites built with the Drupal content management system.","nvdeveloper.nvidia.com","__uxq412__id.88c1","QueueITAccepted-SDFrts345E-V3_{eventId}","TEST_AMCV_COOKIE_WRITE","This cookie is used to test whether cookies are enabled in the browser. 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It is set when you click on one of our links and used to let the advertiser and us know the website from which you came.","_devzone_session","This cookie is likely used to maintain a user session on the website by the server. It is common for session identifiers to be used to keep users logged in and track their interaction with the site during a session.","_cs_c","The cookie is used by Content Square to save the user consent to be tracked.","bm_sz","This cookie is used by Akamai to optimize site performance and security. It is typically associated with the delivery of web content and services.","vcalliance.nvidia.com","ASP.NET_SessionId","General purpose platform session cookie, used by sites written with Microsoft .NET based technologies. 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