GET https://kbin.spritesserver.nl/index.php/m/selfhosted@lemmy.world/t/25267/How-would-you-build-a-GPU-heavy-node/newest

Response
200 OK
IP
216.73.216.97
Profiled on
Token
2afc52

Security

Token

There is no security token.

Firewall

main Name
Security enabled
Stateless

Configuration

Key Value
provider security.user.provider.concrete.app_user_provider
context main
entry_point App\Security\KbinAuthenticator
user_checker App\Security\UserChecker
access_denied_handler (none)
access_denied_url (none)
authenticators 
[
  "two_factor"
  "remember_me"
  "App\Security\KbinAuthenticator"
  "App\Security\FacebookAuthenticator"
  "App\Security\GoogleAuthenticator"
  "App\Security\GithubAuthenticator"
  "App\Security\KeycloakAuthenticator"
]

Listeners

Listener Duration Response 
Symfony\Component\Security\Http\Firewall\ChannelListener {#723
  -map: Symfony\Component\Security\Http\AccessMap {#722 …}
  -logger: Monolog\Logger {#783 …}
  -httpPort: 80
  -httpsPort: 443
}
 0.00 ms (none) 
Symfony\Component\Security\Http\Firewall\ContextListener {#706
  -tokenStorage: Symfony\Component\Security\Core\Authentication\Token\Storage\TokenStorage {#1017 …}
  -sessionKey: "_security_main"
  -logger: Monolog\Logger {#783 …}
  -userProviders: Symfony\Component\DependencyInjection\Argument\RewindableGenerator {#705 …}
  -dispatcher: Symfony\Component\EventDispatcher\Debug\TraceableEventDispatcher {#747 …}
  -registered: false
  -trustResolver: Scheb\TwoFactorBundle\Security\Authentication\AuthenticationTrustResolver {#780 …}
  -sessionTrackerEnabler: Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage::enableUsageTracking(): void {#703 …}
}
 71.48 ms (none) 
Symfony\Component\Security\Http\Firewall\AuthenticatorManagerListener {#584
  -authenticatorManager: Symfony\Component\Security\Http\Authentication\AuthenticatorManager {#595 …}
}
 0.00 ms (none) 
Scheb\TwoFactorBundle\Security\Http\Firewall\TwoFactorAccessListener {#582
  -twoFactorFirewallConfig: Scheb\TwoFactorBundle\Security\TwoFactor\TwoFactorFirewallConfig {#842 …}
  -tokenStorage: Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage {#1018 …}
  -twoFactorAccessDecider: Scheb\TwoFactorBundle\Security\Authorization\TwoFactorAccessDecider {#581 …}
}
 0.05 ms (none) 
Symfony\Component\Security\Http\Firewall\AccessListener {#579
  -tokenStorage: Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage {#1018 …}
  -accessDecisionManager: Symfony\Component\Security\Core\Authorization\TraceableAccessDecisionManager {#937 …}
  -map: Symfony\Component\Security\Http\AccessMap {#722 …}
}
 0.00 ms (none) 
Symfony\Component\Security\Http\Firewall\LogoutListener {#786
  -tokenStorage: Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage {#1018 …}
  -options: [
    "csrf_parameter" => "_csrf_token"
    "csrf_token_id" => "logout"
    "logout_path" => "app_logout"
  ]
  -httpUtils: Symfony\Component\Security\Http\HttpUtils {#841 …}
  -csrfTokenManager: Symfony\Component\Security\Csrf\CsrfTokenManager {#1015 …}
  -eventDispatcher: Symfony\Component\EventDispatcher\Debug\TraceableEventDispatcher {#747 …}
}
 0.00 ms (none)

Authenticators

No authenticators have been recorded. Check previous profiles on your authentication endpoint.

Access Decision

affirmative Strategy
# Voter class
1 
"Symfony\Component\Security\Core\Authorization\Voter\AuthenticatedVoter"
2 
"Scheb\TwoFactorBundle\Security\Authorization\Voter\TwoFactorInProgressVoter"
3 
"Symfony\Component\Security\Core\Authorization\Voter\RoleHierarchyVoter"
4 
"Symfony\Component\Security\Core\Authorization\Voter\ExpressionVoter"
5 
"App\Security\Voter\EntryCommentVoter"
6 
"App\Security\Voter\EntryVoter"
7 
"App\Security\Voter\MagazineVoter"
8 
"App\Security\Voter\MessageThreadVoter"
9 
"App\Security\Voter\MessageVoter"
10 
"App\Security\Voter\NotificationVoter"
11 
"App\Security\Voter\OAuth2UserConsentVoter"
12 
"App\Security\Voter\PostCommentVoter"
13 
"App\Security\Voter\PostVoter"
14 
"App\Security\Voter\UserVoter"

Access decision log

# Result Attributes Object
1 DENIED ROLE_USER 
null
 
"Scheb\TwoFactorBundle\Security\Authorization\Voter\TwoFactorInProgressVoter"
 ACCESS ABSTAIN 
"Symfony\Component\Security\Core\Authorization\Voter\RoleHierarchyVoter"
 ACCESS DENIED 
"App\Security\Voter\EntryCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MagazineVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageThreadVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\NotificationVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\OAuth2UserConsentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\UserVoter"
 ACCESS ABSTAIN
Show voter details
2 DENIED moderate 
App\Entity\Entry {#2419
  +user: Proxies\__CG__\App\Entity\User {#1970 …}
  +magazine: App\Entity\Magazine {#265
    +icon: Proxies\__CG__\App\Entity\Image {#246 …}
    +name: "selfhosted@lemmy.world"
    +title: "selfhosted"
    +description: """
      A place to share alternatives to popular online services that can be self-hosted without giving up privacy or locking you into a service you don’t control.\n
      \n
      Rules:\n
      \n
      - Be civil: we’re here to support and learn from one another. Insults won’t be tolerated. Flame wars are frowned upon.\n
      - No spam posting.\n
      - Don’t duplicate the full text of your blog or github here. Just post the link for folks to click.\n
      - Submission headline should match the article title (don’t cherry-pick information from the title to fit your agenda).\n
      - No trolling.\n
      \n
      Resources:\n
      \n
      - [awesome-selfhosted software](https://github.com/awesome-selfhosted/awesome-selfhosted)\n
      - [awesome-sysadmin](https://github.com/awesome-foss/awesome-sysadmin) resources\n
      - [Self-Hosted Podcast from Jupiter Broadcasting](https://selfhosted.show)\n
      \n
      > Any issues on the community? Report it using the report flag.\n
      \n
      > Questions? DM the mods!
      """
    +rules: null
    +subscriptionsCount: 1
    +entryCount: 222
    +entryCommentCount: 3916
    +postCount: 0
    +postCommentCount: 0
    +isAdult: false
    +customCss: null
    +lastActive: DateTime @1729582735 {#275
      date: 2024-10-22 09:38:55.0 +02:00
    }
    +markedForDeletionAt: null
    +tags: null
    +moderators: Doctrine\ORM\PersistentCollection {#237 …}
    +ownershipRequests: Doctrine\ORM\PersistentCollection {#233 …}
    +moderatorRequests: Doctrine\ORM\PersistentCollection {#222 …}
    +entries: Doctrine\ORM\PersistentCollection {#180 …}
    +posts: Doctrine\ORM\PersistentCollection {#138 …}
    +subscriptions: Doctrine\ORM\PersistentCollection {#200 …}
    +bans: Doctrine\ORM\PersistentCollection {#117 …}
    +reports: Doctrine\ORM\PersistentCollection {#103 …}
    +badges: Doctrine\ORM\PersistentCollection {#81 …}
    +logs: Doctrine\ORM\PersistentCollection {#71 …}
    +awards: Doctrine\ORM\PersistentCollection {#1346 …}
    +categories: Doctrine\ORM\PersistentCollection {#1823 …}
    -id: 120
    +apId: "selfhosted@lemmy.world"
    +apProfileId: "https://lemmy.world/c/selfhosted"
    +apPublicUrl: "https://lemmy.world/c/selfhosted"
    +apFollowersUrl: "https://lemmy.world/c/selfhosted/followers"
    +apInboxUrl: "https://lemmy.world/inbox"
    +apDomain: "lemmy.world"
    +apPreferredUsername: "selfhosted"
    +apDiscoverable: true
    +apManuallyApprovesFollowers: null
    +privateKey: null
    +publicKey: null
    +apFetchedAt: DateTime @1703473826 {#269
      date: 2023-12-25 04:10:26.0 +01:00
    }
    +apDeletedAt: null
    +apTimeoutAt: null
    +visibility: "visible             "
    +createdAt: DateTimeImmutable @1703473826 {#271
      date: 2023-12-25 04:10:26.0 +01:00
    }
  }
  +image: null
  +domain: Proxies\__CG__\App\Entity\Domain {#1915 …}
  +slug: "How-would-you-build-a-GPU-heavy-node"
  +title: "How would you build a GPU-heavy node?"
  +url: null
  +body: """
    Simple as that, I have a few GPUs hanging around and I want to build a GPU node for my kubernetes cluster. I already have one, GPUs are attached and it can do cool things like transcoding plex easy enough, but I’m starting to look to the horizon for my next big projects.\n
    \n
    So, dream machine, how could I accomplish building a big ol’ server with the GPUs I have hanging around and maybe a new one?\n
    \n
    What CPU/Mobo, and maybe most important, power supply, would you recommend for running maybe even 4x GPUs? Or maybe just 3 and I’m being crazy.\n
    \n
    Won’t be building tomorrow like I said, but I just thought of this and was like “man, I bet not a lot of consumer hardware would support this…”
    """
  +type: "article"
  +lang: "en"
  +isOc: false
  +hasEmbed: false
  +commentCount: 9
  +favouriteCount: 11
  +score: 0
  +isAdult: false
  +sticky: false
  +lastActive: DateTime @1710703699 {#2414
    date: 2024-03-17 20:28:19.0 +01:00
  }
  +ip: null
  +adaAmount: 0
  +tags: null
  +mentions: null
  +comments: Doctrine\ORM\PersistentCollection {#1884 …}
  +votes: Doctrine\ORM\PersistentCollection {#1973 …}
  +reports: Doctrine\ORM\PersistentCollection {#1959 …}
  +favourites: Doctrine\ORM\PersistentCollection {#1927 …}
  +notifications: Doctrine\ORM\PersistentCollection {#2442 …}
  +badges: Doctrine\ORM\PersistentCollection {#2440 …}
  +children: []
  -id: 25267
  -titleTs: "'build':4 'gpu':7 'gpu-heavi':6 'heavi':8 'node':9 'would':2"
  -bodyTs: "'3':99 '4x':94 'accomplish':61 'alreadi':24 'around':10,73 'attach':29 'bet':124 'big':53,64 'build':15,62,108 'cluster':22 'consum':129 'cool':34 'could':59 'cpu/mobo':80 'crazi':104 'dream':56 'easi':39 'enough':40 'even':93 'gpu':17 'gpus':8,27,69,95 'hang':9,72 'hardwar':130 'horizon':49 'import':84 'kubernet':21 'like':36,110,121 'look':46 'lot':127 'm':43,102 'machin':57 'man':122 'mayb':75,82,92,97 'new':77 'next':52 'node':18 'ol':65 'one':26,78 'plex':38 'power':85 'project':54 'recommend':89 'run':91 'said':112 'server':66 'simpl':1 'start':44 'suppli':86 'support':132 'thing':35 'thought':116 'tomorrow':109 'transcod':37 'want':13 'won':105 'would':87,131"
  +cross: false
  +upVotes: 0
  +downVotes: 0
  +ranking: 1703705956
  +visibility: "visible             "
  +apId: "https://poptalk.scrubbles.tech/post/493415"
  +editedAt: null
  +createdAt: DateTimeImmutable @1703634956 {#1793
    date: 2023-12-27 00:55:56.0 +01:00
  }
}
 
"Scheb\TwoFactorBundle\Security\Authorization\Voter\TwoFactorInProgressVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryVoter"
 ACCESS DENIED 
"App\Security\Voter\MagazineVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageThreadVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\NotificationVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\OAuth2UserConsentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\UserVoter"
 ACCESS ABSTAIN
Show voter details
3 DENIED edit 
App\Entity\Entry {#2419
  +user: Proxies\__CG__\App\Entity\User {#1970 …}
  +magazine: App\Entity\Magazine {#265
    +icon: Proxies\__CG__\App\Entity\Image {#246 …}
    +name: "selfhosted@lemmy.world"
    +title: "selfhosted"
    +description: """
      A place to share alternatives to popular online services that can be self-hosted without giving up privacy or locking you into a service you don’t control.\n
      \n
      Rules:\n
      \n
      - Be civil: we’re here to support and learn from one another. Insults won’t be tolerated. Flame wars are frowned upon.\n
      - No spam posting.\n
      - Don’t duplicate the full text of your blog or github here. Just post the link for folks to click.\n
      - Submission headline should match the article title (don’t cherry-pick information from the title to fit your agenda).\n
      - No trolling.\n
      \n
      Resources:\n
      \n
      - [awesome-selfhosted software](https://github.com/awesome-selfhosted/awesome-selfhosted)\n
      - [awesome-sysadmin](https://github.com/awesome-foss/awesome-sysadmin) resources\n
      - [Self-Hosted Podcast from Jupiter Broadcasting](https://selfhosted.show)\n
      \n
      > Any issues on the community? Report it using the report flag.\n
      \n
      > Questions? DM the mods!
      """
    +rules: null
    +subscriptionsCount: 1
    +entryCount: 222
    +entryCommentCount: 3916
    +postCount: 0
    +postCommentCount: 0
    +isAdult: false
    +customCss: null
    +lastActive: DateTime @1729582735 {#275
      date: 2024-10-22 09:38:55.0 +02:00
    }
    +markedForDeletionAt: null
    +tags: null
    +moderators: Doctrine\ORM\PersistentCollection {#237 …}
    +ownershipRequests: Doctrine\ORM\PersistentCollection {#233 …}
    +moderatorRequests: Doctrine\ORM\PersistentCollection {#222 …}
    +entries: Doctrine\ORM\PersistentCollection {#180 …}
    +posts: Doctrine\ORM\PersistentCollection {#138 …}
    +subscriptions: Doctrine\ORM\PersistentCollection {#200 …}
    +bans: Doctrine\ORM\PersistentCollection {#117 …}
    +reports: Doctrine\ORM\PersistentCollection {#103 …}
    +badges: Doctrine\ORM\PersistentCollection {#81 …}
    +logs: Doctrine\ORM\PersistentCollection {#71 …}
    +awards: Doctrine\ORM\PersistentCollection {#1346 …}
    +categories: Doctrine\ORM\PersistentCollection {#1823 …}
    -id: 120
    +apId: "selfhosted@lemmy.world"
    +apProfileId: "https://lemmy.world/c/selfhosted"
    +apPublicUrl: "https://lemmy.world/c/selfhosted"
    +apFollowersUrl: "https://lemmy.world/c/selfhosted/followers"
    +apInboxUrl: "https://lemmy.world/inbox"
    +apDomain: "lemmy.world"
    +apPreferredUsername: "selfhosted"
    +apDiscoverable: true
    +apManuallyApprovesFollowers: null
    +privateKey: null
    +publicKey: null
    +apFetchedAt: DateTime @1703473826 {#269
      date: 2023-12-25 04:10:26.0 +01:00
    }
    +apDeletedAt: null
    +apTimeoutAt: null
    +visibility: "visible             "
    +createdAt: DateTimeImmutable @1703473826 {#271
      date: 2023-12-25 04:10:26.0 +01:00
    }
  }
  +image: null
  +domain: Proxies\__CG__\App\Entity\Domain {#1915 …}
  +slug: "How-would-you-build-a-GPU-heavy-node"
  +title: "How would you build a GPU-heavy node?"
  +url: null
  +body: """
    Simple as that, I have a few GPUs hanging around and I want to build a GPU node for my kubernetes cluster. I already have one, GPUs are attached and it can do cool things like transcoding plex easy enough, but I’m starting to look to the horizon for my next big projects.\n
    \n
    So, dream machine, how could I accomplish building a big ol’ server with the GPUs I have hanging around and maybe a new one?\n
    \n
    What CPU/Mobo, and maybe most important, power supply, would you recommend for running maybe even 4x GPUs? Or maybe just 3 and I’m being crazy.\n
    \n
    Won’t be building tomorrow like I said, but I just thought of this and was like “man, I bet not a lot of consumer hardware would support this…”
    """
  +type: "article"
  +lang: "en"
  +isOc: false
  +hasEmbed: false
  +commentCount: 9
  +favouriteCount: 11
  +score: 0
  +isAdult: false
  +sticky: false
  +lastActive: DateTime @1710703699 {#2414
    date: 2024-03-17 20:28:19.0 +01:00
  }
  +ip: null
  +adaAmount: 0
  +tags: null
  +mentions: null
  +comments: Doctrine\ORM\PersistentCollection {#1884 …}
  +votes: Doctrine\ORM\PersistentCollection {#1973 …}
  +reports: Doctrine\ORM\PersistentCollection {#1959 …}
  +favourites: Doctrine\ORM\PersistentCollection {#1927 …}
  +notifications: Doctrine\ORM\PersistentCollection {#2442 …}
  +badges: Doctrine\ORM\PersistentCollection {#2440 …}
  +children: []
  -id: 25267
  -titleTs: "'build':4 'gpu':7 'gpu-heavi':6 'heavi':8 'node':9 'would':2"
  -bodyTs: "'3':99 '4x':94 'accomplish':61 'alreadi':24 'around':10,73 'attach':29 'bet':124 'big':53,64 'build':15,62,108 'cluster':22 'consum':129 'cool':34 'could':59 'cpu/mobo':80 'crazi':104 'dream':56 'easi':39 'enough':40 'even':93 'gpu':17 'gpus':8,27,69,95 'hang':9,72 'hardwar':130 'horizon':49 'import':84 'kubernet':21 'like':36,110,121 'look':46 'lot':127 'm':43,102 'machin':57 'man':122 'mayb':75,82,92,97 'new':77 'next':52 'node':18 'ol':65 'one':26,78 'plex':38 'power':85 'project':54 'recommend':89 'run':91 'said':112 'server':66 'simpl':1 'start':44 'suppli':86 'support':132 'thing':35 'thought':116 'tomorrow':109 'transcod':37 'want':13 'won':105 'would':87,131"
  +cross: false
  +upVotes: 0
  +downVotes: 0
  +ranking: 1703705956
  +visibility: "visible             "
  +apId: "https://poptalk.scrubbles.tech/post/493415"
  +editedAt: null
  +createdAt: DateTimeImmutable @1703634956 {#1793
    date: 2023-12-27 00:55:56.0 +01:00
  }
}
 
"Scheb\TwoFactorBundle\Security\Authorization\Voter\TwoFactorInProgressVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryVoter"
 ACCESS DENIED 
"App\Security\Voter\MagazineVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageThreadVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\NotificationVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\OAuth2UserConsentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\UserVoter"
 ACCESS ABSTAIN
Show voter details
4 DENIED moderate 
App\Entity\Entry {#2419
  +user: Proxies\__CG__\App\Entity\User {#1970 …}
  +magazine: App\Entity\Magazine {#265
    +icon: Proxies\__CG__\App\Entity\Image {#246 …}
    +name: "selfhosted@lemmy.world"
    +title: "selfhosted"
    +description: """
      A place to share alternatives to popular online services that can be self-hosted without giving up privacy or locking you into a service you don’t control.\n
      \n
      Rules:\n
      \n
      - Be civil: we’re here to support and learn from one another. Insults won’t be tolerated. Flame wars are frowned upon.\n
      - No spam posting.\n
      - Don’t duplicate the full text of your blog or github here. Just post the link for folks to click.\n
      - Submission headline should match the article title (don’t cherry-pick information from the title to fit your agenda).\n
      - No trolling.\n
      \n
      Resources:\n
      \n
      - [awesome-selfhosted software](https://github.com/awesome-selfhosted/awesome-selfhosted)\n
      - [awesome-sysadmin](https://github.com/awesome-foss/awesome-sysadmin) resources\n
      - [Self-Hosted Podcast from Jupiter Broadcasting](https://selfhosted.show)\n
      \n
      > Any issues on the community? Report it using the report flag.\n
      \n
      > Questions? DM the mods!
      """
    +rules: null
    +subscriptionsCount: 1
    +entryCount: 222
    +entryCommentCount: 3916
    +postCount: 0
    +postCommentCount: 0
    +isAdult: false
    +customCss: null
    +lastActive: DateTime @1729582735 {#275
      date: 2024-10-22 09:38:55.0 +02:00
    }
    +markedForDeletionAt: null
    +tags: null
    +moderators: Doctrine\ORM\PersistentCollection {#237 …}
    +ownershipRequests: Doctrine\ORM\PersistentCollection {#233 …}
    +moderatorRequests: Doctrine\ORM\PersistentCollection {#222 …}
    +entries: Doctrine\ORM\PersistentCollection {#180 …}
    +posts: Doctrine\ORM\PersistentCollection {#138 …}
    +subscriptions: Doctrine\ORM\PersistentCollection {#200 …}
    +bans: Doctrine\ORM\PersistentCollection {#117 …}
    +reports: Doctrine\ORM\PersistentCollection {#103 …}
    +badges: Doctrine\ORM\PersistentCollection {#81 …}
    +logs: Doctrine\ORM\PersistentCollection {#71 …}
    +awards: Doctrine\ORM\PersistentCollection {#1346 …}
    +categories: Doctrine\ORM\PersistentCollection {#1823 …}
    -id: 120
    +apId: "selfhosted@lemmy.world"
    +apProfileId: "https://lemmy.world/c/selfhosted"
    +apPublicUrl: "https://lemmy.world/c/selfhosted"
    +apFollowersUrl: "https://lemmy.world/c/selfhosted/followers"
    +apInboxUrl: "https://lemmy.world/inbox"
    +apDomain: "lemmy.world"
    +apPreferredUsername: "selfhosted"
    +apDiscoverable: true
    +apManuallyApprovesFollowers: null
    +privateKey: null
    +publicKey: null
    +apFetchedAt: DateTime @1703473826 {#269
      date: 2023-12-25 04:10:26.0 +01:00
    }
    +apDeletedAt: null
    +apTimeoutAt: null
    +visibility: "visible             "
    +createdAt: DateTimeImmutable @1703473826 {#271
      date: 2023-12-25 04:10:26.0 +01:00
    }
  }
  +image: null
  +domain: Proxies\__CG__\App\Entity\Domain {#1915 …}
  +slug: "How-would-you-build-a-GPU-heavy-node"
  +title: "How would you build a GPU-heavy node?"
  +url: null
  +body: """
    Simple as that, I have a few GPUs hanging around and I want to build a GPU node for my kubernetes cluster. I already have one, GPUs are attached and it can do cool things like transcoding plex easy enough, but I’m starting to look to the horizon for my next big projects.\n
    \n
    So, dream machine, how could I accomplish building a big ol’ server with the GPUs I have hanging around and maybe a new one?\n
    \n
    What CPU/Mobo, and maybe most important, power supply, would you recommend for running maybe even 4x GPUs? Or maybe just 3 and I’m being crazy.\n
    \n
    Won’t be building tomorrow like I said, but I just thought of this and was like “man, I bet not a lot of consumer hardware would support this…”
    """
  +type: "article"
  +lang: "en"
  +isOc: false
  +hasEmbed: false
  +commentCount: 9
  +favouriteCount: 11
  +score: 0
  +isAdult: false
  +sticky: false
  +lastActive: DateTime @1710703699 {#2414
    date: 2024-03-17 20:28:19.0 +01:00
  }
  +ip: null
  +adaAmount: 0
  +tags: null
  +mentions: null
  +comments: Doctrine\ORM\PersistentCollection {#1884 …}
  +votes: Doctrine\ORM\PersistentCollection {#1973 …}
  +reports: Doctrine\ORM\PersistentCollection {#1959 …}
  +favourites: Doctrine\ORM\PersistentCollection {#1927 …}
  +notifications: Doctrine\ORM\PersistentCollection {#2442 …}
  +badges: Doctrine\ORM\PersistentCollection {#2440 …}
  +children: []
  -id: 25267
  -titleTs: "'build':4 'gpu':7 'gpu-heavi':6 'heavi':8 'node':9 'would':2"
  -bodyTs: "'3':99 '4x':94 'accomplish':61 'alreadi':24 'around':10,73 'attach':29 'bet':124 'big':53,64 'build':15,62,108 'cluster':22 'consum':129 'cool':34 'could':59 'cpu/mobo':80 'crazi':104 'dream':56 'easi':39 'enough':40 'even':93 'gpu':17 'gpus':8,27,69,95 'hang':9,72 'hardwar':130 'horizon':49 'import':84 'kubernet':21 'like':36,110,121 'look':46 'lot':127 'm':43,102 'machin':57 'man':122 'mayb':75,82,92,97 'new':77 'next':52 'node':18 'ol':65 'one':26,78 'plex':38 'power':85 'project':54 'recommend':89 'run':91 'said':112 'server':66 'simpl':1 'start':44 'suppli':86 'support':132 'thing':35 'thought':116 'tomorrow':109 'transcod':37 'want':13 'won':105 'would':87,131"
  +cross: false
  +upVotes: 0
  +downVotes: 0
  +ranking: 1703705956
  +visibility: "visible             "
  +apId: "https://poptalk.scrubbles.tech/post/493415"
  +editedAt: null
  +createdAt: DateTimeImmutable @1703634956 {#1793
    date: 2023-12-27 00:55:56.0 +01:00
  }
}
 
"Scheb\TwoFactorBundle\Security\Authorization\Voter\TwoFactorInProgressVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryVoter"
 ACCESS DENIED 
"App\Security\Voter\MagazineVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageThreadVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\NotificationVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\OAuth2UserConsentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\UserVoter"
 ACCESS ABSTAIN
Show voter details
5 DENIED ROLE_USER 
null
 
"Scheb\TwoFactorBundle\Security\Authorization\Voter\TwoFactorInProgressVoter"
 ACCESS ABSTAIN 
"Symfony\Component\Security\Core\Authorization\Voter\RoleHierarchyVoter"
 ACCESS DENIED 
"App\Security\Voter\EntryCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MagazineVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageThreadVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\NotificationVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\OAuth2UserConsentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\UserVoter"
 ACCESS ABSTAIN
Show voter details
6 DENIED moderate 
App\Entity\EntryComment {#4007
  +user: App\Entity\User {#3955 …}
  +entry: App\Entity\Entry {#2419
    +user: Proxies\__CG__\App\Entity\User {#1970 …}
    +magazine: App\Entity\Magazine {#265
      +icon: Proxies\__CG__\App\Entity\Image {#246 …}
      +name: "selfhosted@lemmy.world"
      +title: "selfhosted"
      +description: """
        A place to share alternatives to popular online services that can be self-hosted without giving up privacy or locking you into a service you don’t control.\n
        \n
        Rules:\n
        \n
        - Be civil: we’re here to support and learn from one another. Insults won’t be tolerated. Flame wars are frowned upon.\n
        - No spam posting.\n
        - Don’t duplicate the full text of your blog or github here. Just post the link for folks to click.\n
        - Submission headline should match the article title (don’t cherry-pick information from the title to fit your agenda).\n
        - No trolling.\n
        \n
        Resources:\n
        \n
        - [awesome-selfhosted software](https://github.com/awesome-selfhosted/awesome-selfhosted)\n
        - [awesome-sysadmin](https://github.com/awesome-foss/awesome-sysadmin) resources\n
        - [Self-Hosted Podcast from Jupiter Broadcasting](https://selfhosted.show)\n
        \n
        > Any issues on the community? Report it using the report flag.\n
        \n
        > Questions? DM the mods!
        """
      +rules: null
      +subscriptionsCount: 1
      +entryCount: 222
      +entryCommentCount: 3916
      +postCount: 0
      +postCommentCount: 0
      +isAdult: false
      +customCss: null
      +lastActive: DateTime @1729582735 {#275
        date: 2024-10-22 09:38:55.0 +02:00
      }
      +markedForDeletionAt: null
      +tags: null
      +moderators: Doctrine\ORM\PersistentCollection {#237 …}
      +ownershipRequests: Doctrine\ORM\PersistentCollection {#233 …}
      +moderatorRequests: Doctrine\ORM\PersistentCollection {#222 …}
      +entries: Doctrine\ORM\PersistentCollection {#180 …}
      +posts: Doctrine\ORM\PersistentCollection {#138 …}
      +subscriptions: Doctrine\ORM\PersistentCollection {#200 …}
      +bans: Doctrine\ORM\PersistentCollection {#117 …}
      +reports: Doctrine\ORM\PersistentCollection {#103 …}
      +badges: Doctrine\ORM\PersistentCollection {#81 …}
      +logs: Doctrine\ORM\PersistentCollection {#71 …}
      +awards: Doctrine\ORM\PersistentCollection {#1346 …}
      +categories: Doctrine\ORM\PersistentCollection {#1823 …}
      -id: 120
      +apId: "selfhosted@lemmy.world"
      +apProfileId: "https://lemmy.world/c/selfhosted"
      +apPublicUrl: "https://lemmy.world/c/selfhosted"
      +apFollowersUrl: "https://lemmy.world/c/selfhosted/followers"
      +apInboxUrl: "https://lemmy.world/inbox"
      +apDomain: "lemmy.world"
      +apPreferredUsername: "selfhosted"
      +apDiscoverable: true
      +apManuallyApprovesFollowers: null
      +privateKey: null
      +publicKey: null
      +apFetchedAt: DateTime @1703473826 {#269
        date: 2023-12-25 04:10:26.0 +01:00
      }
      +apDeletedAt: null
      +apTimeoutAt: null
      +visibility: "visible             "
      +createdAt: DateTimeImmutable @1703473826 {#271
        date: 2023-12-25 04:10:26.0 +01:00
      }
    }
    +image: null
    +domain: Proxies\__CG__\App\Entity\Domain {#1915 …}
    +slug: "How-would-you-build-a-GPU-heavy-node"
    +title: "How would you build a GPU-heavy node?"
    +url: null
    +body: """
      Simple as that, I have a few GPUs hanging around and I want to build a GPU node for my kubernetes cluster. I already have one, GPUs are attached and it can do cool things like transcoding plex easy enough, but I’m starting to look to the horizon for my next big projects.\n
      \n
      So, dream machine, how could I accomplish building a big ol’ server with the GPUs I have hanging around and maybe a new one?\n
      \n
      What CPU/Mobo, and maybe most important, power supply, would you recommend for running maybe even 4x GPUs? Or maybe just 3 and I’m being crazy.\n
      \n
      Won’t be building tomorrow like I said, but I just thought of this and was like “man, I bet not a lot of consumer hardware would support this…”
      """
    +type: "article"
    +lang: "en"
    +isOc: false
    +hasEmbed: false
    +commentCount: 9
    +favouriteCount: 11
    +score: 0
    +isAdult: false
    +sticky: false
    +lastActive: DateTime @1710703699 {#2414
      date: 2024-03-17 20:28:19.0 +01:00
    }
    +ip: null
    +adaAmount: 0
    +tags: null
    +mentions: null
    +comments: Doctrine\ORM\PersistentCollection {#1884 …}
    +votes: Doctrine\ORM\PersistentCollection {#1973 …}
    +reports: Doctrine\ORM\PersistentCollection {#1959 …}
    +favourites: Doctrine\ORM\PersistentCollection {#1927 …}
    +notifications: Doctrine\ORM\PersistentCollection {#2442 …}
    +badges: Doctrine\ORM\PersistentCollection {#2440 …}
    +children: []
    -id: 25267
    -titleTs: "'build':4 'gpu':7 'gpu-heavi':6 'heavi':8 'node':9 'would':2"
    -bodyTs: "'3':99 '4x':94 'accomplish':61 'alreadi':24 'around':10,73 'attach':29 'bet':124 'big':53,64 'build':15,62,108 'cluster':22 'consum':129 'cool':34 'could':59 'cpu/mobo':80 'crazi':104 'dream':56 'easi':39 'enough':40 'even':93 'gpu':17 'gpus':8,27,69,95 'hang':9,72 'hardwar':130 'horizon':49 'import':84 'kubernet':21 'like':36,110,121 'look':46 'lot':127 'm':43,102 'machin':57 'man':122 'mayb':75,82,92,97 'new':77 'next':52 'node':18 'ol':65 'one':26,78 'plex':38 'power':85 'project':54 'recommend':89 'run':91 'said':112 'server':66 'simpl':1 'start':44 'suppli':86 'support':132 'thing':35 'thought':116 'tomorrow':109 'transcod':37 'want':13 'won':105 'would':87,131"
    +cross: false
    +upVotes: 0
    +downVotes: 0
    +ranking: 1703705956
    +visibility: "visible             "
    +apId: "https://poptalk.scrubbles.tech/post/493415"
    +editedAt: null
    +createdAt: DateTimeImmutable @1703634956 {#1793
      date: 2023-12-27 00:55:56.0 +01:00
    }
  }
  +magazine: App\Entity\Magazine {#265}
  +image: null
  +parent: null
  +root: null
  +body: """
    If you are doing high bandwidth GPU work, then PCIe lanes of consumer CPUs are going to be the bottleneck, as they generally only support 16 lanes.  \n
    Then there are the threadrippers, xeons and all the server/professional class CPUs that will do 40+ lanes of PCIe.\n
    \n
    A lane of PCIe3.0 is about 1GBps (Byte not bit).  \n
    So, if you know your workload and bandwidth requirements, then you can work from that.  \n
    If you don’t need full 16 lanes per GPU, then a motherboard that supports bifurcation will allow you to run 4 GPUs with 4 lanes each from a CPU that has 16 lanes if PCIe. That’s 4GBps per GPU, or 32Gbps.  \n
    If it’s just for transcoding, and you are running into limitations of consumer GPUs (which I think are limited to 3 simultaneous streams), you could get a pro/server GPU like the Nvidia quadros, which have a certain amount of resources but are unlimited in the number of streams it can process (so, it might be able to do 300 FPS of 1080p. If your content is 1080p 30fps, that’s 10 streams). From that, you can work out bandwidth requirements, and see if you need more than 4 lanes per GPU.\n
    \n
    I’m not sure what’s required for AI. I feel like it is similar to crypto mining, massive compute but relatively small amounts of data.\n
    \n
    Ultimately, if you think your workload can consume more than 4 lanes per GPU, then you have to think about where that data is coming from. If it’s coming from disk, then you are going to need raid0 NVMe storage which will take up additional PCIe lanes.
    """
  +lang: "en"
  +isAdult: false
  +favouriteCount: 2
  +score: 0
  +lastActive: DateTime @1708899503 {#4017
    date: 2024-02-25 23:18:23.0 +01:00
  }
  +ip: null
  +tags: null
  +mentions: [
    "@scrubbles@poptalk.scrubbles.tech"
    "@scrubbles@poptalk.scrubbles.tech"
    "@scrubbles@poptalk.scrubbles.tech"
  ]
  +children: Doctrine\ORM\PersistentCollection {#4005 …}
  +nested: Doctrine\ORM\PersistentCollection {#4003 …}
  +votes: Doctrine\ORM\PersistentCollection {#4001 …}
  +reports: Doctrine\ORM\PersistentCollection {#3999 …}
  +favourites: Doctrine\ORM\PersistentCollection {#3967 …}
  +notifications: Doctrine\ORM\PersistentCollection {#3971 …}
  -id: 259739
  -bodyTs: "'10':186 '1080p':177,182 '16':26,78,104 '1gbps':53 '3':136 '300':174 '30fps':183 '32gbps':114 '4':93,96,203,243 '40':43 '4gbps':110 'abl':171 'addit':278 'ai':215 'allow':89 'amount':153,230 'bandwidth':6,64,194 'bifurc':87 'bit':56 'bottleneck':20 'byte':54 'certain':152 'class':38 'come':257,262 'comput':226 'consum':13,128,240 'content':180 'could':140 'cpu':101 'cpus':14,39 'crypto':223 'data':232,255 'disk':264 'feel':217 'fps':175 'full':77 'general':23 'get':141 'go':16,268 'gpu':7,81,112,144,206,246 'gpus':94,129 'high':5 'know':60 'lane':11,27,44,48,79,97,105,204,244,280 'like':145,218 'limit':126,134 'm':208 'massiv':225 'might':169 'mine':224 'motherboard':84 'need':76,200,270 'number':161 'nvidia':147 'nvme':272 'pcie':10,46,107,279 'pcie3.0':50 'per':80,111,205,245 'pro/server':143 'process':166 'quadro':148 'raid0':271 'relat':228 'requir':65,195,213 'resourc':155 'run':92,124 'see':197 'server/professional':37 'similar':221 'simultan':137 'small':229 'storag':273 'stream':138,163,187 'support':25,86 'sure':210 'take':276 'think':132,236,251 'threadripp':32 'transcod':120 'ultim':233 'unlimit':158 'work':8,69,192 'workload':62,238 'xeon':33"
  +ranking: 0
  +commentCount: 0
  +upVotes: 0
  +downVotes: 0
  +visibility: "visible             "
  +apId: "https://programming.dev/comment/5987447"
  +editedAt: DateTimeImmutable @1708720193 {#3953
    date: 2024-02-23 21:29:53.0 +01:00
  }
  +createdAt: DateTimeImmutable @1703781858 {#4016
    date: 2023-12-28 17:44:18.0 +01:00
  }
}
 
"Scheb\TwoFactorBundle\Security\Authorization\Voter\TwoFactorInProgressVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryCommentVoter"
 ACCESS DENIED 
"App\Security\Voter\EntryVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MagazineVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageThreadVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\NotificationVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\OAuth2UserConsentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\UserVoter"
 ACCESS ABSTAIN
Show voter details
7 DENIED edit 
App\Entity\EntryComment {#4007
  +user: App\Entity\User {#3955 …}
  +entry: App\Entity\Entry {#2419
    +user: Proxies\__CG__\App\Entity\User {#1970 …}
    +magazine: App\Entity\Magazine {#265
      +icon: Proxies\__CG__\App\Entity\Image {#246 …}
      +name: "selfhosted@lemmy.world"
      +title: "selfhosted"
      +description: """
        A place to share alternatives to popular online services that can be self-hosted without giving up privacy or locking you into a service you don’t control.\n
        \n
        Rules:\n
        \n
        - Be civil: we’re here to support and learn from one another. Insults won’t be tolerated. Flame wars are frowned upon.\n
        - No spam posting.\n
        - Don’t duplicate the full text of your blog or github here. Just post the link for folks to click.\n
        - Submission headline should match the article title (don’t cherry-pick information from the title to fit your agenda).\n
        - No trolling.\n
        \n
        Resources:\n
        \n
        - [awesome-selfhosted software](https://github.com/awesome-selfhosted/awesome-selfhosted)\n
        - [awesome-sysadmin](https://github.com/awesome-foss/awesome-sysadmin) resources\n
        - [Self-Hosted Podcast from Jupiter Broadcasting](https://selfhosted.show)\n
        \n
        > Any issues on the community? Report it using the report flag.\n
        \n
        > Questions? DM the mods!
        """
      +rules: null
      +subscriptionsCount: 1
      +entryCount: 222
      +entryCommentCount: 3916
      +postCount: 0
      +postCommentCount: 0
      +isAdult: false
      +customCss: null
      +lastActive: DateTime @1729582735 {#275
        date: 2024-10-22 09:38:55.0 +02:00
      }
      +markedForDeletionAt: null
      +tags: null
      +moderators: Doctrine\ORM\PersistentCollection {#237 …}
      +ownershipRequests: Doctrine\ORM\PersistentCollection {#233 …}
      +moderatorRequests: Doctrine\ORM\PersistentCollection {#222 …}
      +entries: Doctrine\ORM\PersistentCollection {#180 …}
      +posts: Doctrine\ORM\PersistentCollection {#138 …}
      +subscriptions: Doctrine\ORM\PersistentCollection {#200 …}
      +bans: Doctrine\ORM\PersistentCollection {#117 …}
      +reports: Doctrine\ORM\PersistentCollection {#103 …}
      +badges: Doctrine\ORM\PersistentCollection {#81 …}
      +logs: Doctrine\ORM\PersistentCollection {#71 …}
      +awards: Doctrine\ORM\PersistentCollection {#1346 …}
      +categories: Doctrine\ORM\PersistentCollection {#1823 …}
      -id: 120
      +apId: "selfhosted@lemmy.world"
      +apProfileId: "https://lemmy.world/c/selfhosted"
      +apPublicUrl: "https://lemmy.world/c/selfhosted"
      +apFollowersUrl: "https://lemmy.world/c/selfhosted/followers"
      +apInboxUrl: "https://lemmy.world/inbox"
      +apDomain: "lemmy.world"
      +apPreferredUsername: "selfhosted"
      +apDiscoverable: true
      +apManuallyApprovesFollowers: null
      +privateKey: null
      +publicKey: null
      +apFetchedAt: DateTime @1703473826 {#269
        date: 2023-12-25 04:10:26.0 +01:00
      }
      +apDeletedAt: null
      +apTimeoutAt: null
      +visibility: "visible             "
      +createdAt: DateTimeImmutable @1703473826 {#271
        date: 2023-12-25 04:10:26.0 +01:00
      }
    }
    +image: null
    +domain: Proxies\__CG__\App\Entity\Domain {#1915 …}
    +slug: "How-would-you-build-a-GPU-heavy-node"
    +title: "How would you build a GPU-heavy node?"
    +url: null
    +body: """
      Simple as that, I have a few GPUs hanging around and I want to build a GPU node for my kubernetes cluster. I already have one, GPUs are attached and it can do cool things like transcoding plex easy enough, but I’m starting to look to the horizon for my next big projects.\n
      \n
      So, dream machine, how could I accomplish building a big ol’ server with the GPUs I have hanging around and maybe a new one?\n
      \n
      What CPU/Mobo, and maybe most important, power supply, would you recommend for running maybe even 4x GPUs? Or maybe just 3 and I’m being crazy.\n
      \n
      Won’t be building tomorrow like I said, but I just thought of this and was like “man, I bet not a lot of consumer hardware would support this…”
      """
    +type: "article"
    +lang: "en"
    +isOc: false
    +hasEmbed: false
    +commentCount: 9
    +favouriteCount: 11
    +score: 0
    +isAdult: false
    +sticky: false
    +lastActive: DateTime @1710703699 {#2414
      date: 2024-03-17 20:28:19.0 +01:00
    }
    +ip: null
    +adaAmount: 0
    +tags: null
    +mentions: null
    +comments: Doctrine\ORM\PersistentCollection {#1884 …}
    +votes: Doctrine\ORM\PersistentCollection {#1973 …}
    +reports: Doctrine\ORM\PersistentCollection {#1959 …}
    +favourites: Doctrine\ORM\PersistentCollection {#1927 …}
    +notifications: Doctrine\ORM\PersistentCollection {#2442 …}
    +badges: Doctrine\ORM\PersistentCollection {#2440 …}
    +children: []
    -id: 25267
    -titleTs: "'build':4 'gpu':7 'gpu-heavi':6 'heavi':8 'node':9 'would':2"
    -bodyTs: "'3':99 '4x':94 'accomplish':61 'alreadi':24 'around':10,73 'attach':29 'bet':124 'big':53,64 'build':15,62,108 'cluster':22 'consum':129 'cool':34 'could':59 'cpu/mobo':80 'crazi':104 'dream':56 'easi':39 'enough':40 'even':93 'gpu':17 'gpus':8,27,69,95 'hang':9,72 'hardwar':130 'horizon':49 'import':84 'kubernet':21 'like':36,110,121 'look':46 'lot':127 'm':43,102 'machin':57 'man':122 'mayb':75,82,92,97 'new':77 'next':52 'node':18 'ol':65 'one':26,78 'plex':38 'power':85 'project':54 'recommend':89 'run':91 'said':112 'server':66 'simpl':1 'start':44 'suppli':86 'support':132 'thing':35 'thought':116 'tomorrow':109 'transcod':37 'want':13 'won':105 'would':87,131"
    +cross: false
    +upVotes: 0
    +downVotes: 0
    +ranking: 1703705956
    +visibility: "visible             "
    +apId: "https://poptalk.scrubbles.tech/post/493415"
    +editedAt: null
    +createdAt: DateTimeImmutable @1703634956 {#1793
      date: 2023-12-27 00:55:56.0 +01:00
    }
  }
  +magazine: App\Entity\Magazine {#265}
  +image: null
  +parent: null
  +root: null
  +body: """
    If you are doing high bandwidth GPU work, then PCIe lanes of consumer CPUs are going to be the bottleneck, as they generally only support 16 lanes.  \n
    Then there are the threadrippers, xeons and all the server/professional class CPUs that will do 40+ lanes of PCIe.\n
    \n
    A lane of PCIe3.0 is about 1GBps (Byte not bit).  \n
    So, if you know your workload and bandwidth requirements, then you can work from that.  \n
    If you don’t need full 16 lanes per GPU, then a motherboard that supports bifurcation will allow you to run 4 GPUs with 4 lanes each from a CPU that has 16 lanes if PCIe. That’s 4GBps per GPU, or 32Gbps.  \n
    If it’s just for transcoding, and you are running into limitations of consumer GPUs (which I think are limited to 3 simultaneous streams), you could get a pro/server GPU like the Nvidia quadros, which have a certain amount of resources but are unlimited in the number of streams it can process (so, it might be able to do 300 FPS of 1080p. If your content is 1080p 30fps, that’s 10 streams). From that, you can work out bandwidth requirements, and see if you need more than 4 lanes per GPU.\n
    \n
    I’m not sure what’s required for AI. I feel like it is similar to crypto mining, massive compute but relatively small amounts of data.\n
    \n
    Ultimately, if you think your workload can consume more than 4 lanes per GPU, then you have to think about where that data is coming from. If it’s coming from disk, then you are going to need raid0 NVMe storage which will take up additional PCIe lanes.
    """
  +lang: "en"
  +isAdult: false
  +favouriteCount: 2
  +score: 0
  +lastActive: DateTime @1708899503 {#4017
    date: 2024-02-25 23:18:23.0 +01:00
  }
  +ip: null
  +tags: null
  +mentions: [
    "@scrubbles@poptalk.scrubbles.tech"
    "@scrubbles@poptalk.scrubbles.tech"
    "@scrubbles@poptalk.scrubbles.tech"
  ]
  +children: Doctrine\ORM\PersistentCollection {#4005 …}
  +nested: Doctrine\ORM\PersistentCollection {#4003 …}
  +votes: Doctrine\ORM\PersistentCollection {#4001 …}
  +reports: Doctrine\ORM\PersistentCollection {#3999 …}
  +favourites: Doctrine\ORM\PersistentCollection {#3967 …}
  +notifications: Doctrine\ORM\PersistentCollection {#3971 …}
  -id: 259739
  -bodyTs: "'10':186 '1080p':177,182 '16':26,78,104 '1gbps':53 '3':136 '300':174 '30fps':183 '32gbps':114 '4':93,96,203,243 '40':43 '4gbps':110 'abl':171 'addit':278 'ai':215 'allow':89 'amount':153,230 'bandwidth':6,64,194 'bifurc':87 'bit':56 'bottleneck':20 'byte':54 'certain':152 'class':38 'come':257,262 'comput':226 'consum':13,128,240 'content':180 'could':140 'cpu':101 'cpus':14,39 'crypto':223 'data':232,255 'disk':264 'feel':217 'fps':175 'full':77 'general':23 'get':141 'go':16,268 'gpu':7,81,112,144,206,246 'gpus':94,129 'high':5 'know':60 'lane':11,27,44,48,79,97,105,204,244,280 'like':145,218 'limit':126,134 'm':208 'massiv':225 'might':169 'mine':224 'motherboard':84 'need':76,200,270 'number':161 'nvidia':147 'nvme':272 'pcie':10,46,107,279 'pcie3.0':50 'per':80,111,205,245 'pro/server':143 'process':166 'quadro':148 'raid0':271 'relat':228 'requir':65,195,213 'resourc':155 'run':92,124 'see':197 'server/professional':37 'similar':221 'simultan':137 'small':229 'storag':273 'stream':138,163,187 'support':25,86 'sure':210 'take':276 'think':132,236,251 'threadripp':32 'transcod':120 'ultim':233 'unlimit':158 'work':8,69,192 'workload':62,238 'xeon':33"
  +ranking: 0
  +commentCount: 0
  +upVotes: 0
  +downVotes: 0
  +visibility: "visible             "
  +apId: "https://programming.dev/comment/5987447"
  +editedAt: DateTimeImmutable @1708720193 {#3953
    date: 2024-02-23 21:29:53.0 +01:00
  }
  +createdAt: DateTimeImmutable @1703781858 {#4016
    date: 2023-12-28 17:44:18.0 +01:00
  }
}
 
"Scheb\TwoFactorBundle\Security\Authorization\Voter\TwoFactorInProgressVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryCommentVoter"
 ACCESS DENIED 
"App\Security\Voter\EntryVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MagazineVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageThreadVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\NotificationVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\OAuth2UserConsentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\UserVoter"
 ACCESS ABSTAIN
Show voter details
8 DENIED moderate 
App\Entity\EntryComment {#4007
  +user: App\Entity\User {#3955 …}
  +entry: App\Entity\Entry {#2419
    +user: Proxies\__CG__\App\Entity\User {#1970 …}
    +magazine: App\Entity\Magazine {#265
      +icon: Proxies\__CG__\App\Entity\Image {#246 …}
      +name: "selfhosted@lemmy.world"
      +title: "selfhosted"
      +description: """
        A place to share alternatives to popular online services that can be self-hosted without giving up privacy or locking you into a service you don’t control.\n
        \n
        Rules:\n
        \n
        - Be civil: we’re here to support and learn from one another. Insults won’t be tolerated. Flame wars are frowned upon.\n
        - No spam posting.\n
        - Don’t duplicate the full text of your blog or github here. Just post the link for folks to click.\n
        - Submission headline should match the article title (don’t cherry-pick information from the title to fit your agenda).\n
        - No trolling.\n
        \n
        Resources:\n
        \n
        - [awesome-selfhosted software](https://github.com/awesome-selfhosted/awesome-selfhosted)\n
        - [awesome-sysadmin](https://github.com/awesome-foss/awesome-sysadmin) resources\n
        - [Self-Hosted Podcast from Jupiter Broadcasting](https://selfhosted.show)\n
        \n
        > Any issues on the community? Report it using the report flag.\n
        \n
        > Questions? DM the mods!
        """
      +rules: null
      +subscriptionsCount: 1
      +entryCount: 222
      +entryCommentCount: 3916
      +postCount: 0
      +postCommentCount: 0
      +isAdult: false
      +customCss: null
      +lastActive: DateTime @1729582735 {#275
        date: 2024-10-22 09:38:55.0 +02:00
      }
      +markedForDeletionAt: null
      +tags: null
      +moderators: Doctrine\ORM\PersistentCollection {#237 …}
      +ownershipRequests: Doctrine\ORM\PersistentCollection {#233 …}
      +moderatorRequests: Doctrine\ORM\PersistentCollection {#222 …}
      +entries: Doctrine\ORM\PersistentCollection {#180 …}
      +posts: Doctrine\ORM\PersistentCollection {#138 …}
      +subscriptions: Doctrine\ORM\PersistentCollection {#200 …}
      +bans: Doctrine\ORM\PersistentCollection {#117 …}
      +reports: Doctrine\ORM\PersistentCollection {#103 …}
      +badges: Doctrine\ORM\PersistentCollection {#81 …}
      +logs: Doctrine\ORM\PersistentCollection {#71 …}
      +awards: Doctrine\ORM\PersistentCollection {#1346 …}
      +categories: Doctrine\ORM\PersistentCollection {#1823 …}
      -id: 120
      +apId: "selfhosted@lemmy.world"
      +apProfileId: "https://lemmy.world/c/selfhosted"
      +apPublicUrl: "https://lemmy.world/c/selfhosted"
      +apFollowersUrl: "https://lemmy.world/c/selfhosted/followers"
      +apInboxUrl: "https://lemmy.world/inbox"
      +apDomain: "lemmy.world"
      +apPreferredUsername: "selfhosted"
      +apDiscoverable: true
      +apManuallyApprovesFollowers: null
      +privateKey: null
      +publicKey: null
      +apFetchedAt: DateTime @1703473826 {#269
        date: 2023-12-25 04:10:26.0 +01:00
      }
      +apDeletedAt: null
      +apTimeoutAt: null
      +visibility: "visible             "
      +createdAt: DateTimeImmutable @1703473826 {#271
        date: 2023-12-25 04:10:26.0 +01:00
      }
    }
    +image: null
    +domain: Proxies\__CG__\App\Entity\Domain {#1915 …}
    +slug: "How-would-you-build-a-GPU-heavy-node"
    +title: "How would you build a GPU-heavy node?"
    +url: null
    +body: """
      Simple as that, I have a few GPUs hanging around and I want to build a GPU node for my kubernetes cluster. I already have one, GPUs are attached and it can do cool things like transcoding plex easy enough, but I’m starting to look to the horizon for my next big projects.\n
      \n
      So, dream machine, how could I accomplish building a big ol’ server with the GPUs I have hanging around and maybe a new one?\n
      \n
      What CPU/Mobo, and maybe most important, power supply, would you recommend for running maybe even 4x GPUs? Or maybe just 3 and I’m being crazy.\n
      \n
      Won’t be building tomorrow like I said, but I just thought of this and was like “man, I bet not a lot of consumer hardware would support this…”
      """
    +type: "article"
    +lang: "en"
    +isOc: false
    +hasEmbed: false
    +commentCount: 9
    +favouriteCount: 11
    +score: 0
    +isAdult: false
    +sticky: false
    +lastActive: DateTime @1710703699 {#2414
      date: 2024-03-17 20:28:19.0 +01:00
    }
    +ip: null
    +adaAmount: 0
    +tags: null
    +mentions: null
    +comments: Doctrine\ORM\PersistentCollection {#1884 …}
    +votes: Doctrine\ORM\PersistentCollection {#1973 …}
    +reports: Doctrine\ORM\PersistentCollection {#1959 …}
    +favourites: Doctrine\ORM\PersistentCollection {#1927 …}
    +notifications: Doctrine\ORM\PersistentCollection {#2442 …}
    +badges: Doctrine\ORM\PersistentCollection {#2440 …}
    +children: []
    -id: 25267
    -titleTs: "'build':4 'gpu':7 'gpu-heavi':6 'heavi':8 'node':9 'would':2"
    -bodyTs: "'3':99 '4x':94 'accomplish':61 'alreadi':24 'around':10,73 'attach':29 'bet':124 'big':53,64 'build':15,62,108 'cluster':22 'consum':129 'cool':34 'could':59 'cpu/mobo':80 'crazi':104 'dream':56 'easi':39 'enough':40 'even':93 'gpu':17 'gpus':8,27,69,95 'hang':9,72 'hardwar':130 'horizon':49 'import':84 'kubernet':21 'like':36,110,121 'look':46 'lot':127 'm':43,102 'machin':57 'man':122 'mayb':75,82,92,97 'new':77 'next':52 'node':18 'ol':65 'one':26,78 'plex':38 'power':85 'project':54 'recommend':89 'run':91 'said':112 'server':66 'simpl':1 'start':44 'suppli':86 'support':132 'thing':35 'thought':116 'tomorrow':109 'transcod':37 'want':13 'won':105 'would':87,131"
    +cross: false
    +upVotes: 0
    +downVotes: 0
    +ranking: 1703705956
    +visibility: "visible             "
    +apId: "https://poptalk.scrubbles.tech/post/493415"
    +editedAt: null
    +createdAt: DateTimeImmutable @1703634956 {#1793
      date: 2023-12-27 00:55:56.0 +01:00
    }
  }
  +magazine: App\Entity\Magazine {#265}
  +image: null
  +parent: null
  +root: null
  +body: """
    If you are doing high bandwidth GPU work, then PCIe lanes of consumer CPUs are going to be the bottleneck, as they generally only support 16 lanes.  \n
    Then there are the threadrippers, xeons and all the server/professional class CPUs that will do 40+ lanes of PCIe.\n
    \n
    A lane of PCIe3.0 is about 1GBps (Byte not bit).  \n
    So, if you know your workload and bandwidth requirements, then you can work from that.  \n
    If you don’t need full 16 lanes per GPU, then a motherboard that supports bifurcation will allow you to run 4 GPUs with 4 lanes each from a CPU that has 16 lanes if PCIe. That’s 4GBps per GPU, or 32Gbps.  \n
    If it’s just for transcoding, and you are running into limitations of consumer GPUs (which I think are limited to 3 simultaneous streams), you could get a pro/server GPU like the Nvidia quadros, which have a certain amount of resources but are unlimited in the number of streams it can process (so, it might be able to do 300 FPS of 1080p. If your content is 1080p 30fps, that’s 10 streams). From that, you can work out bandwidth requirements, and see if you need more than 4 lanes per GPU.\n
    \n
    I’m not sure what’s required for AI. I feel like it is similar to crypto mining, massive compute but relatively small amounts of data.\n
    \n
    Ultimately, if you think your workload can consume more than 4 lanes per GPU, then you have to think about where that data is coming from. If it’s coming from disk, then you are going to need raid0 NVMe storage which will take up additional PCIe lanes.
    """
  +lang: "en"
  +isAdult: false
  +favouriteCount: 2
  +score: 0
  +lastActive: DateTime @1708899503 {#4017
    date: 2024-02-25 23:18:23.0 +01:00
  }
  +ip: null
  +tags: null
  +mentions: [
    "@scrubbles@poptalk.scrubbles.tech"
    "@scrubbles@poptalk.scrubbles.tech"
    "@scrubbles@poptalk.scrubbles.tech"
  ]
  +children: Doctrine\ORM\PersistentCollection {#4005 …}
  +nested: Doctrine\ORM\PersistentCollection {#4003 …}
  +votes: Doctrine\ORM\PersistentCollection {#4001 …}
  +reports: Doctrine\ORM\PersistentCollection {#3999 …}
  +favourites: Doctrine\ORM\PersistentCollection {#3967 …}
  +notifications: Doctrine\ORM\PersistentCollection {#3971 …}
  -id: 259739
  -bodyTs: "'10':186 '1080p':177,182 '16':26,78,104 '1gbps':53 '3':136 '300':174 '30fps':183 '32gbps':114 '4':93,96,203,243 '40':43 '4gbps':110 'abl':171 'addit':278 'ai':215 'allow':89 'amount':153,230 'bandwidth':6,64,194 'bifurc':87 'bit':56 'bottleneck':20 'byte':54 'certain':152 'class':38 'come':257,262 'comput':226 'consum':13,128,240 'content':180 'could':140 'cpu':101 'cpus':14,39 'crypto':223 'data':232,255 'disk':264 'feel':217 'fps':175 'full':77 'general':23 'get':141 'go':16,268 'gpu':7,81,112,144,206,246 'gpus':94,129 'high':5 'know':60 'lane':11,27,44,48,79,97,105,204,244,280 'like':145,218 'limit':126,134 'm':208 'massiv':225 'might':169 'mine':224 'motherboard':84 'need':76,200,270 'number':161 'nvidia':147 'nvme':272 'pcie':10,46,107,279 'pcie3.0':50 'per':80,111,205,245 'pro/server':143 'process':166 'quadro':148 'raid0':271 'relat':228 'requir':65,195,213 'resourc':155 'run':92,124 'see':197 'server/professional':37 'similar':221 'simultan':137 'small':229 'storag':273 'stream':138,163,187 'support':25,86 'sure':210 'take':276 'think':132,236,251 'threadripp':32 'transcod':120 'ultim':233 'unlimit':158 'work':8,69,192 'workload':62,238 'xeon':33"
  +ranking: 0
  +commentCount: 0
  +upVotes: 0
  +downVotes: 0
  +visibility: "visible             "
  +apId: "https://programming.dev/comment/5987447"
  +editedAt: DateTimeImmutable @1708720193 {#3953
    date: 2024-02-23 21:29:53.0 +01:00
  }
  +createdAt: DateTimeImmutable @1703781858 {#4016
    date: 2023-12-28 17:44:18.0 +01:00
  }
}
 
"Scheb\TwoFactorBundle\Security\Authorization\Voter\TwoFactorInProgressVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryCommentVoter"
 ACCESS DENIED 
"App\Security\Voter\EntryVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MagazineVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageThreadVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\NotificationVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\OAuth2UserConsentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\UserVoter"
 ACCESS ABSTAIN
Show voter details
9 DENIED ROLE_USER 
null
 
"Scheb\TwoFactorBundle\Security\Authorization\Voter\TwoFactorInProgressVoter"
 ACCESS ABSTAIN 
"Symfony\Component\Security\Core\Authorization\Voter\RoleHierarchyVoter"
 ACCESS DENIED 
"App\Security\Voter\EntryCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MagazineVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageThreadVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\NotificationVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\OAuth2UserConsentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\UserVoter"
 ACCESS ABSTAIN
Show voter details
10 DENIED moderate 
App\Entity\EntryComment {#4045
  +user: App\Entity\User {#4028 …}
  +entry: App\Entity\Entry {#2419
    +user: Proxies\__CG__\App\Entity\User {#1970 …}
    +magazine: App\Entity\Magazine {#265
      +icon: Proxies\__CG__\App\Entity\Image {#246 …}
      +name: "selfhosted@lemmy.world"
      +title: "selfhosted"
      +description: """
        A place to share alternatives to popular online services that can be self-hosted without giving up privacy or locking you into a service you don’t control.\n
        \n
        Rules:\n
        \n
        - Be civil: we’re here to support and learn from one another. Insults won’t be tolerated. Flame wars are frowned upon.\n
        - No spam posting.\n
        - Don’t duplicate the full text of your blog or github here. Just post the link for folks to click.\n
        - Submission headline should match the article title (don’t cherry-pick information from the title to fit your agenda).\n
        - No trolling.\n
        \n
        Resources:\n
        \n
        - [awesome-selfhosted software](https://github.com/awesome-selfhosted/awesome-selfhosted)\n
        - [awesome-sysadmin](https://github.com/awesome-foss/awesome-sysadmin) resources\n
        - [Self-Hosted Podcast from Jupiter Broadcasting](https://selfhosted.show)\n
        \n
        > Any issues on the community? Report it using the report flag.\n
        \n
        > Questions? DM the mods!
        """
      +rules: null
      +subscriptionsCount: 1
      +entryCount: 222
      +entryCommentCount: 3916
      +postCount: 0
      +postCommentCount: 0
      +isAdult: false
      +customCss: null
      +lastActive: DateTime @1729582735 {#275
        date: 2024-10-22 09:38:55.0 +02:00
      }
      +markedForDeletionAt: null
      +tags: null
      +moderators: Doctrine\ORM\PersistentCollection {#237 …}
      +ownershipRequests: Doctrine\ORM\PersistentCollection {#233 …}
      +moderatorRequests: Doctrine\ORM\PersistentCollection {#222 …}
      +entries: Doctrine\ORM\PersistentCollection {#180 …}
      +posts: Doctrine\ORM\PersistentCollection {#138 …}
      +subscriptions: Doctrine\ORM\PersistentCollection {#200 …}
      +bans: Doctrine\ORM\PersistentCollection {#117 …}
      +reports: Doctrine\ORM\PersistentCollection {#103 …}
      +badges: Doctrine\ORM\PersistentCollection {#81 …}
      +logs: Doctrine\ORM\PersistentCollection {#71 …}
      +awards: Doctrine\ORM\PersistentCollection {#1346 …}
      +categories: Doctrine\ORM\PersistentCollection {#1823 …}
      -id: 120
      +apId: "selfhosted@lemmy.world"
      +apProfileId: "https://lemmy.world/c/selfhosted"
      +apPublicUrl: "https://lemmy.world/c/selfhosted"
      +apFollowersUrl: "https://lemmy.world/c/selfhosted/followers"
      +apInboxUrl: "https://lemmy.world/inbox"
      +apDomain: "lemmy.world"
      +apPreferredUsername: "selfhosted"
      +apDiscoverable: true
      +apManuallyApprovesFollowers: null
      +privateKey: null
      +publicKey: null
      +apFetchedAt: DateTime @1703473826 {#269
        date: 2023-12-25 04:10:26.0 +01:00
      }
      +apDeletedAt: null
      +apTimeoutAt: null
      +visibility: "visible             "
      +createdAt: DateTimeImmutable @1703473826 {#271
        date: 2023-12-25 04:10:26.0 +01:00
      }
    }
    +image: null
    +domain: Proxies\__CG__\App\Entity\Domain {#1915 …}
    +slug: "How-would-you-build-a-GPU-heavy-node"
    +title: "How would you build a GPU-heavy node?"
    +url: null
    +body: """
      Simple as that, I have a few GPUs hanging around and I want to build a GPU node for my kubernetes cluster. I already have one, GPUs are attached and it can do cool things like transcoding plex easy enough, but I’m starting to look to the horizon for my next big projects.\n
      \n
      So, dream machine, how could I accomplish building a big ol’ server with the GPUs I have hanging around and maybe a new one?\n
      \n
      What CPU/Mobo, and maybe most important, power supply, would you recommend for running maybe even 4x GPUs? Or maybe just 3 and I’m being crazy.\n
      \n
      Won’t be building tomorrow like I said, but I just thought of this and was like “man, I bet not a lot of consumer hardware would support this…”
      """
    +type: "article"
    +lang: "en"
    +isOc: false
    +hasEmbed: false
    +commentCount: 9
    +favouriteCount: 11
    +score: 0
    +isAdult: false
    +sticky: false
    +lastActive: DateTime @1710703699 {#2414
      date: 2024-03-17 20:28:19.0 +01:00
    }
    +ip: null
    +adaAmount: 0
    +tags: null
    +mentions: null
    +comments: Doctrine\ORM\PersistentCollection {#1884 …}
    +votes: Doctrine\ORM\PersistentCollection {#1973 …}
    +reports: Doctrine\ORM\PersistentCollection {#1959 …}
    +favourites: Doctrine\ORM\PersistentCollection {#1927 …}
    +notifications: Doctrine\ORM\PersistentCollection {#2442 …}
    +badges: Doctrine\ORM\PersistentCollection {#2440 …}
    +children: []
    -id: 25267
    -titleTs: "'build':4 'gpu':7 'gpu-heavi':6 'heavi':8 'node':9 'would':2"
    -bodyTs: "'3':99 '4x':94 'accomplish':61 'alreadi':24 'around':10,73 'attach':29 'bet':124 'big':53,64 'build':15,62,108 'cluster':22 'consum':129 'cool':34 'could':59 'cpu/mobo':80 'crazi':104 'dream':56 'easi':39 'enough':40 'even':93 'gpu':17 'gpus':8,27,69,95 'hang':9,72 'hardwar':130 'horizon':49 'import':84 'kubernet':21 'like':36,110,121 'look':46 'lot':127 'm':43,102 'machin':57 'man':122 'mayb':75,82,92,97 'new':77 'next':52 'node':18 'ol':65 'one':26,78 'plex':38 'power':85 'project':54 'recommend':89 'run':91 'said':112 'server':66 'simpl':1 'start':44 'suppli':86 'support':132 'thing':35 'thought':116 'tomorrow':109 'transcod':37 'want':13 'won':105 'would':87,131"
    +cross: false
    +upVotes: 0
    +downVotes: 0
    +ranking: 1703705956
    +visibility: "visible             "
    +apId: "https://poptalk.scrubbles.tech/post/493415"
    +editedAt: null
    +createdAt: DateTimeImmutable @1703634956 {#1793
      date: 2023-12-27 00:55:56.0 +01:00
    }
  }
  +magazine: App\Entity\Magazine {#265}
  +image: null
  +parent: null
  +root: null
  +body: "I wonder if you could copy (or buy used) some crypto mining rigs for this. I’m not sure if there’s some kind of bottleneck im not aware of though."
  +lang: "en"
  +isAdult: false
  +favouriteCount: 1
  +score: 0
  +lastActive: DateTime @1710703699 {#4051
    date: 2024-03-17 20:28:19.0 +01:00
  }
  +ip: null
  +tags: null
  +mentions: [
    "@scrubbles@poptalk.scrubbles.tech"
  ]
  +children: Doctrine\ORM\PersistentCollection {#4043 …}
  +nested: Doctrine\ORM\PersistentCollection {#4041 …}
  +votes: Doctrine\ORM\PersistentCollection {#4039 …}
  +reports: Doctrine\ORM\PersistentCollection {#4036 …}
  +favourites: Doctrine\ORM\PersistentCollection {#4032 …}
  +notifications: Doctrine\ORM\PersistentCollection {#4030 …}
  -id: 257857
  -bodyTs: "'awar':29 'bottleneck':26 'buy':8 'copi':6 'could':5 'crypto':11 'im':27 'kind':24 'm':17 'mine':12 'rig':13 'sure':19 'though':31 'use':9 'wonder':2"
  +ranking: 0
  +commentCount: 0
  +upVotes: 0
  +downVotes: 0
  +visibility: "visible             "
  +apId: "https://lemmy.world/comment/6269258"
  +editedAt: null
  +createdAt: DateTimeImmutable @1703718640 {#4049
    date: 2023-12-28 00:10:40.0 +01:00
  }
}
 
"Scheb\TwoFactorBundle\Security\Authorization\Voter\TwoFactorInProgressVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryCommentVoter"
 ACCESS DENIED 
"App\Security\Voter\EntryVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MagazineVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageThreadVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\NotificationVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\OAuth2UserConsentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\UserVoter"
 ACCESS ABSTAIN
Show voter details
11 DENIED edit 
App\Entity\EntryComment {#4045
  +user: App\Entity\User {#4028 …}
  +entry: App\Entity\Entry {#2419
    +user: Proxies\__CG__\App\Entity\User {#1970 …}
    +magazine: App\Entity\Magazine {#265
      +icon: Proxies\__CG__\App\Entity\Image {#246 …}
      +name: "selfhosted@lemmy.world"
      +title: "selfhosted"
      +description: """
        A place to share alternatives to popular online services that can be self-hosted without giving up privacy or locking you into a service you don’t control.\n
        \n
        Rules:\n
        \n
        - Be civil: we’re here to support and learn from one another. Insults won’t be tolerated. Flame wars are frowned upon.\n
        - No spam posting.\n
        - Don’t duplicate the full text of your blog or github here. Just post the link for folks to click.\n
        - Submission headline should match the article title (don’t cherry-pick information from the title to fit your agenda).\n
        - No trolling.\n
        \n
        Resources:\n
        \n
        - [awesome-selfhosted software](https://github.com/awesome-selfhosted/awesome-selfhosted)\n
        - [awesome-sysadmin](https://github.com/awesome-foss/awesome-sysadmin) resources\n
        - [Self-Hosted Podcast from Jupiter Broadcasting](https://selfhosted.show)\n
        \n
        > Any issues on the community? Report it using the report flag.\n
        \n
        > Questions? DM the mods!
        """
      +rules: null
      +subscriptionsCount: 1
      +entryCount: 222
      +entryCommentCount: 3916
      +postCount: 0
      +postCommentCount: 0
      +isAdult: false
      +customCss: null
      +lastActive: DateTime @1729582735 {#275
        date: 2024-10-22 09:38:55.0 +02:00
      }
      +markedForDeletionAt: null
      +tags: null
      +moderators: Doctrine\ORM\PersistentCollection {#237 …}
      +ownershipRequests: Doctrine\ORM\PersistentCollection {#233 …}
      +moderatorRequests: Doctrine\ORM\PersistentCollection {#222 …}
      +entries: Doctrine\ORM\PersistentCollection {#180 …}
      +posts: Doctrine\ORM\PersistentCollection {#138 …}
      +subscriptions: Doctrine\ORM\PersistentCollection {#200 …}
      +bans: Doctrine\ORM\PersistentCollection {#117 …}
      +reports: Doctrine\ORM\PersistentCollection {#103 …}
      +badges: Doctrine\ORM\PersistentCollection {#81 …}
      +logs: Doctrine\ORM\PersistentCollection {#71 …}
      +awards: Doctrine\ORM\PersistentCollection {#1346 …}
      +categories: Doctrine\ORM\PersistentCollection {#1823 …}
      -id: 120
      +apId: "selfhosted@lemmy.world"
      +apProfileId: "https://lemmy.world/c/selfhosted"
      +apPublicUrl: "https://lemmy.world/c/selfhosted"
      +apFollowersUrl: "https://lemmy.world/c/selfhosted/followers"
      +apInboxUrl: "https://lemmy.world/inbox"
      +apDomain: "lemmy.world"
      +apPreferredUsername: "selfhosted"
      +apDiscoverable: true
      +apManuallyApprovesFollowers: null
      +privateKey: null
      +publicKey: null
      +apFetchedAt: DateTime @1703473826 {#269
        date: 2023-12-25 04:10:26.0 +01:00
      }
      +apDeletedAt: null
      +apTimeoutAt: null
      +visibility: "visible             "
      +createdAt: DateTimeImmutable @1703473826 {#271
        date: 2023-12-25 04:10:26.0 +01:00
      }
    }
    +image: null
    +domain: Proxies\__CG__\App\Entity\Domain {#1915 …}
    +slug: "How-would-you-build-a-GPU-heavy-node"
    +title: "How would you build a GPU-heavy node?"
    +url: null
    +body: """
      Simple as that, I have a few GPUs hanging around and I want to build a GPU node for my kubernetes cluster. I already have one, GPUs are attached and it can do cool things like transcoding plex easy enough, but I’m starting to look to the horizon for my next big projects.\n
      \n
      So, dream machine, how could I accomplish building a big ol’ server with the GPUs I have hanging around and maybe a new one?\n
      \n
      What CPU/Mobo, and maybe most important, power supply, would you recommend for running maybe even 4x GPUs? Or maybe just 3 and I’m being crazy.\n
      \n
      Won’t be building tomorrow like I said, but I just thought of this and was like “man, I bet not a lot of consumer hardware would support this…”
      """
    +type: "article"
    +lang: "en"
    +isOc: false
    +hasEmbed: false
    +commentCount: 9
    +favouriteCount: 11
    +score: 0
    +isAdult: false
    +sticky: false
    +lastActive: DateTime @1710703699 {#2414
      date: 2024-03-17 20:28:19.0 +01:00
    }
    +ip: null
    +adaAmount: 0
    +tags: null
    +mentions: null
    +comments: Doctrine\ORM\PersistentCollection {#1884 …}
    +votes: Doctrine\ORM\PersistentCollection {#1973 …}
    +reports: Doctrine\ORM\PersistentCollection {#1959 …}
    +favourites: Doctrine\ORM\PersistentCollection {#1927 …}
    +notifications: Doctrine\ORM\PersistentCollection {#2442 …}
    +badges: Doctrine\ORM\PersistentCollection {#2440 …}
    +children: []
    -id: 25267
    -titleTs: "'build':4 'gpu':7 'gpu-heavi':6 'heavi':8 'node':9 'would':2"
    -bodyTs: "'3':99 '4x':94 'accomplish':61 'alreadi':24 'around':10,73 'attach':29 'bet':124 'big':53,64 'build':15,62,108 'cluster':22 'consum':129 'cool':34 'could':59 'cpu/mobo':80 'crazi':104 'dream':56 'easi':39 'enough':40 'even':93 'gpu':17 'gpus':8,27,69,95 'hang':9,72 'hardwar':130 'horizon':49 'import':84 'kubernet':21 'like':36,110,121 'look':46 'lot':127 'm':43,102 'machin':57 'man':122 'mayb':75,82,92,97 'new':77 'next':52 'node':18 'ol':65 'one':26,78 'plex':38 'power':85 'project':54 'recommend':89 'run':91 'said':112 'server':66 'simpl':1 'start':44 'suppli':86 'support':132 'thing':35 'thought':116 'tomorrow':109 'transcod':37 'want':13 'won':105 'would':87,131"
    +cross: false
    +upVotes: 0
    +downVotes: 0
    +ranking: 1703705956
    +visibility: "visible             "
    +apId: "https://poptalk.scrubbles.tech/post/493415"
    +editedAt: null
    +createdAt: DateTimeImmutable @1703634956 {#1793
      date: 2023-12-27 00:55:56.0 +01:00
    }
  }
  +magazine: App\Entity\Magazine {#265}
  +image: null
  +parent: null
  +root: null
  +body: "I wonder if you could copy (or buy used) some crypto mining rigs for this. I’m not sure if there’s some kind of bottleneck im not aware of though."
  +lang: "en"
  +isAdult: false
  +favouriteCount: 1
  +score: 0
  +lastActive: DateTime @1710703699 {#4051
    date: 2024-03-17 20:28:19.0 +01:00
  }
  +ip: null
  +tags: null
  +mentions: [
    "@scrubbles@poptalk.scrubbles.tech"
  ]
  +children: Doctrine\ORM\PersistentCollection {#4043 …}
  +nested: Doctrine\ORM\PersistentCollection {#4041 …}
  +votes: Doctrine\ORM\PersistentCollection {#4039 …}
  +reports: Doctrine\ORM\PersistentCollection {#4036 …}
  +favourites: Doctrine\ORM\PersistentCollection {#4032 …}
  +notifications: Doctrine\ORM\PersistentCollection {#4030 …}
  -id: 257857
  -bodyTs: "'awar':29 'bottleneck':26 'buy':8 'copi':6 'could':5 'crypto':11 'im':27 'kind':24 'm':17 'mine':12 'rig':13 'sure':19 'though':31 'use':9 'wonder':2"
  +ranking: 0
  +commentCount: 0
  +upVotes: 0
  +downVotes: 0
  +visibility: "visible             "
  +apId: "https://lemmy.world/comment/6269258"
  +editedAt: null
  +createdAt: DateTimeImmutable @1703718640 {#4049
    date: 2023-12-28 00:10:40.0 +01:00
  }
}
 
"Scheb\TwoFactorBundle\Security\Authorization\Voter\TwoFactorInProgressVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryCommentVoter"
 ACCESS DENIED 
"App\Security\Voter\EntryVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MagazineVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageThreadVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\NotificationVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\OAuth2UserConsentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\UserVoter"
 ACCESS ABSTAIN
Show voter details
12 DENIED moderate 
App\Entity\EntryComment {#4045
  +user: App\Entity\User {#4028 …}
  +entry: App\Entity\Entry {#2419
    +user: Proxies\__CG__\App\Entity\User {#1970 …}
    +magazine: App\Entity\Magazine {#265
      +icon: Proxies\__CG__\App\Entity\Image {#246 …}
      +name: "selfhosted@lemmy.world"
      +title: "selfhosted"
      +description: """
        A place to share alternatives to popular online services that can be self-hosted without giving up privacy or locking you into a service you don’t control.\n
        \n
        Rules:\n
        \n
        - Be civil: we’re here to support and learn from one another. Insults won’t be tolerated. Flame wars are frowned upon.\n
        - No spam posting.\n
        - Don’t duplicate the full text of your blog or github here. Just post the link for folks to click.\n
        - Submission headline should match the article title (don’t cherry-pick information from the title to fit your agenda).\n
        - No trolling.\n
        \n
        Resources:\n
        \n
        - [awesome-selfhosted software](https://github.com/awesome-selfhosted/awesome-selfhosted)\n
        - [awesome-sysadmin](https://github.com/awesome-foss/awesome-sysadmin) resources\n
        - [Self-Hosted Podcast from Jupiter Broadcasting](https://selfhosted.show)\n
        \n
        > Any issues on the community? Report it using the report flag.\n
        \n
        > Questions? DM the mods!
        """
      +rules: null
      +subscriptionsCount: 1
      +entryCount: 222
      +entryCommentCount: 3916
      +postCount: 0
      +postCommentCount: 0
      +isAdult: false
      +customCss: null
      +lastActive: DateTime @1729582735 {#275
        date: 2024-10-22 09:38:55.0 +02:00
      }
      +markedForDeletionAt: null
      +tags: null
      +moderators: Doctrine\ORM\PersistentCollection {#237 …}
      +ownershipRequests: Doctrine\ORM\PersistentCollection {#233 …}
      +moderatorRequests: Doctrine\ORM\PersistentCollection {#222 …}
      +entries: Doctrine\ORM\PersistentCollection {#180 …}
      +posts: Doctrine\ORM\PersistentCollection {#138 …}
      +subscriptions: Doctrine\ORM\PersistentCollection {#200 …}
      +bans: Doctrine\ORM\PersistentCollection {#117 …}
      +reports: Doctrine\ORM\PersistentCollection {#103 …}
      +badges: Doctrine\ORM\PersistentCollection {#81 …}
      +logs: Doctrine\ORM\PersistentCollection {#71 …}
      +awards: Doctrine\ORM\PersistentCollection {#1346 …}
      +categories: Doctrine\ORM\PersistentCollection {#1823 …}
      -id: 120
      +apId: "selfhosted@lemmy.world"
      +apProfileId: "https://lemmy.world/c/selfhosted"
      +apPublicUrl: "https://lemmy.world/c/selfhosted"
      +apFollowersUrl: "https://lemmy.world/c/selfhosted/followers"
      +apInboxUrl: "https://lemmy.world/inbox"
      +apDomain: "lemmy.world"
      +apPreferredUsername: "selfhosted"
      +apDiscoverable: true
      +apManuallyApprovesFollowers: null
      +privateKey: null
      +publicKey: null
      +apFetchedAt: DateTime @1703473826 {#269
        date: 2023-12-25 04:10:26.0 +01:00
      }
      +apDeletedAt: null
      +apTimeoutAt: null
      +visibility: "visible             "
      +createdAt: DateTimeImmutable @1703473826 {#271
        date: 2023-12-25 04:10:26.0 +01:00
      }
    }
    +image: null
    +domain: Proxies\__CG__\App\Entity\Domain {#1915 …}
    +slug: "How-would-you-build-a-GPU-heavy-node"
    +title: "How would you build a GPU-heavy node?"
    +url: null
    +body: """
      Simple as that, I have a few GPUs hanging around and I want to build a GPU node for my kubernetes cluster. I already have one, GPUs are attached and it can do cool things like transcoding plex easy enough, but I’m starting to look to the horizon for my next big projects.\n
      \n
      So, dream machine, how could I accomplish building a big ol’ server with the GPUs I have hanging around and maybe a new one?\n
      \n
      What CPU/Mobo, and maybe most important, power supply, would you recommend for running maybe even 4x GPUs? Or maybe just 3 and I’m being crazy.\n
      \n
      Won’t be building tomorrow like I said, but I just thought of this and was like “man, I bet not a lot of consumer hardware would support this…”
      """
    +type: "article"
    +lang: "en"
    +isOc: false
    +hasEmbed: false
    +commentCount: 9
    +favouriteCount: 11
    +score: 0
    +isAdult: false
    +sticky: false
    +lastActive: DateTime @1710703699 {#2414
      date: 2024-03-17 20:28:19.0 +01:00
    }
    +ip: null
    +adaAmount: 0
    +tags: null
    +mentions: null
    +comments: Doctrine\ORM\PersistentCollection {#1884 …}
    +votes: Doctrine\ORM\PersistentCollection {#1973 …}
    +reports: Doctrine\ORM\PersistentCollection {#1959 …}
    +favourites: Doctrine\ORM\PersistentCollection {#1927 …}
    +notifications: Doctrine\ORM\PersistentCollection {#2442 …}
    +badges: Doctrine\ORM\PersistentCollection {#2440 …}
    +children: []
    -id: 25267
    -titleTs: "'build':4 'gpu':7 'gpu-heavi':6 'heavi':8 'node':9 'would':2"
    -bodyTs: "'3':99 '4x':94 'accomplish':61 'alreadi':24 'around':10,73 'attach':29 'bet':124 'big':53,64 'build':15,62,108 'cluster':22 'consum':129 'cool':34 'could':59 'cpu/mobo':80 'crazi':104 'dream':56 'easi':39 'enough':40 'even':93 'gpu':17 'gpus':8,27,69,95 'hang':9,72 'hardwar':130 'horizon':49 'import':84 'kubernet':21 'like':36,110,121 'look':46 'lot':127 'm':43,102 'machin':57 'man':122 'mayb':75,82,92,97 'new':77 'next':52 'node':18 'ol':65 'one':26,78 'plex':38 'power':85 'project':54 'recommend':89 'run':91 'said':112 'server':66 'simpl':1 'start':44 'suppli':86 'support':132 'thing':35 'thought':116 'tomorrow':109 'transcod':37 'want':13 'won':105 'would':87,131"
    +cross: false
    +upVotes: 0
    +downVotes: 0
    +ranking: 1703705956
    +visibility: "visible             "
    +apId: "https://poptalk.scrubbles.tech/post/493415"
    +editedAt: null
    +createdAt: DateTimeImmutable @1703634956 {#1793
      date: 2023-12-27 00:55:56.0 +01:00
    }
  }
  +magazine: App\Entity\Magazine {#265}
  +image: null
  +parent: null
  +root: null
  +body: "I wonder if you could copy (or buy used) some crypto mining rigs for this. I’m not sure if there’s some kind of bottleneck im not aware of though."
  +lang: "en"
  +isAdult: false
  +favouriteCount: 1
  +score: 0
  +lastActive: DateTime @1710703699 {#4051
    date: 2024-03-17 20:28:19.0 +01:00
  }
  +ip: null
  +tags: null
  +mentions: [
    "@scrubbles@poptalk.scrubbles.tech"
  ]
  +children: Doctrine\ORM\PersistentCollection {#4043 …}
  +nested: Doctrine\ORM\PersistentCollection {#4041 …}
  +votes: Doctrine\ORM\PersistentCollection {#4039 …}
  +reports: Doctrine\ORM\PersistentCollection {#4036 …}
  +favourites: Doctrine\ORM\PersistentCollection {#4032 …}
  +notifications: Doctrine\ORM\PersistentCollection {#4030 …}
  -id: 257857
  -bodyTs: "'awar':29 'bottleneck':26 'buy':8 'copi':6 'could':5 'crypto':11 'im':27 'kind':24 'm':17 'mine':12 'rig':13 'sure':19 'though':31 'use':9 'wonder':2"
  +ranking: 0
  +commentCount: 0
  +upVotes: 0
  +downVotes: 0
  +visibility: "visible             "
  +apId: "https://lemmy.world/comment/6269258"
  +editedAt: null
  +createdAt: DateTimeImmutable @1703718640 {#4049
    date: 2023-12-28 00:10:40.0 +01:00
  }
}
 
"Scheb\TwoFactorBundle\Security\Authorization\Voter\TwoFactorInProgressVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryCommentVoter"
 ACCESS DENIED 
"App\Security\Voter\EntryVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MagazineVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageThreadVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\NotificationVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\OAuth2UserConsentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\UserVoter"
 ACCESS ABSTAIN
Show voter details
13 DENIED edit 
App\Entity\Magazine {#265
  +icon: Proxies\__CG__\App\Entity\Image {#246 …}
  +name: "selfhosted@lemmy.world"
  +title: "selfhosted"
  +description: """
    A place to share alternatives to popular online services that can be self-hosted without giving up privacy or locking you into a service you don’t control.\n
    \n
    Rules:\n
    \n
    - Be civil: we’re here to support and learn from one another. Insults won’t be tolerated. Flame wars are frowned upon.\n
    - No spam posting.\n
    - Don’t duplicate the full text of your blog or github here. Just post the link for folks to click.\n
    - Submission headline should match the article title (don’t cherry-pick information from the title to fit your agenda).\n
    - No trolling.\n
    \n
    Resources:\n
    \n
    - [awesome-selfhosted software](https://github.com/awesome-selfhosted/awesome-selfhosted)\n
    - [awesome-sysadmin](https://github.com/awesome-foss/awesome-sysadmin) resources\n
    - [Self-Hosted Podcast from Jupiter Broadcasting](https://selfhosted.show)\n
    \n
    > Any issues on the community? Report it using the report flag.\n
    \n
    > Questions? DM the mods!
    """
  +rules: null
  +subscriptionsCount: 1
  +entryCount: 222
  +entryCommentCount: 3916
  +postCount: 0
  +postCommentCount: 0
  +isAdult: false
  +customCss: null
  +lastActive: DateTime @1729582735 {#275
    date: 2024-10-22 09:38:55.0 +02:00
  }
  +markedForDeletionAt: null
  +tags: null
  +moderators: Doctrine\ORM\PersistentCollection {#237 …}
  +ownershipRequests: Doctrine\ORM\PersistentCollection {#233 …}
  +moderatorRequests: Doctrine\ORM\PersistentCollection {#222 …}
  +entries: Doctrine\ORM\PersistentCollection {#180 …}
  +posts: Doctrine\ORM\PersistentCollection {#138 …}
  +subscriptions: Doctrine\ORM\PersistentCollection {#200 …}
  +bans: Doctrine\ORM\PersistentCollection {#117 …}
  +reports: Doctrine\ORM\PersistentCollection {#103 …}
  +badges: Doctrine\ORM\PersistentCollection {#81 …}
  +logs: Doctrine\ORM\PersistentCollection {#71 …}
  +awards: Doctrine\ORM\PersistentCollection {#1346 …}
  +categories: Doctrine\ORM\PersistentCollection {#1823 …}
  -id: 120
  +apId: "selfhosted@lemmy.world"
  +apProfileId: "https://lemmy.world/c/selfhosted"
  +apPublicUrl: "https://lemmy.world/c/selfhosted"
  +apFollowersUrl: "https://lemmy.world/c/selfhosted/followers"
  +apInboxUrl: "https://lemmy.world/inbox"
  +apDomain: "lemmy.world"
  +apPreferredUsername: "selfhosted"
  +apDiscoverable: true
  +apManuallyApprovesFollowers: null
  +privateKey: null
  +publicKey: null
  +apFetchedAt: DateTime @1703473826 {#269
    date: 2023-12-25 04:10:26.0 +01:00
  }
  +apDeletedAt: null
  +apTimeoutAt: null
  +visibility: "visible             "
  +createdAt: DateTimeImmutable @1703473826 {#271
    date: 2023-12-25 04:10:26.0 +01:00
  }
}
 
"Scheb\TwoFactorBundle\Security\Authorization\Voter\TwoFactorInProgressVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MagazineVoter"
 ACCESS DENIED 
"App\Security\Voter\MessageThreadVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\NotificationVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\OAuth2UserConsentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\UserVoter"
 ACCESS ABSTAIN
Show voter details