Row 63257

Row ID: 63257 | Dataset Entry | Axioma AXP Content Repository

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Auto scaling, by far. GPU instances often take quite a while to start, a decent while to shutdown, and inference can be extremely fast.

So you boot something up for a few minutes, run inference for 30 seconds, shut down for a minute, then you have to pay for all the uptime. There goes your margin...

FieldValue
text Auto scaling, by far. GPU instances often take quite a while to start, a decent while to shutdown, and inference can be extremely fast. So you boot something up for a few minutes, run inference for 30 seconds, shut down for a minute, then you have to pay for all the uptime. There goes your margin...
label r/machinelearning
dataType comment
communityName r/MachineLearning
datetime 2024-05-23
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url_encoded Z0FBQUFBQm5Lak9xbW1QbWlITGRfS256eEVlSTFOdDZhTDBLWDdybUU0R28xQkVXck9yTTNVQ1dNRkY0SFNaZ1E5M25IZFlOQ1k5Ul9HWGpPWDA5aW45TFhJWDljRG9FOEpBNEJGYlZ3QnVkb2F6TGEwUjc0SzktWml2VDhqQmNUR3dXQXpLNW9HdFFuOEpjeUdYUjdvTm5Dd3ZueTI1RXRSMDQtYnBUM1VyQmFHVTIxOWZoOWhqekhGUnFIdmVlNzJMRHE0YnQ0VlcwQW16TlhKcWRfbEFPdU1QQzYySWVDdz09

Raw Record

{
  "text": "Auto scaling, by far. GPU instances often take quite a while to start, a decent while to shutdown, and inference can be extremely fast. \n\nSo you boot something up for a few minutes, run inference for 30 seconds, shut down for a minute, then you have to pay for all the uptime. There goes your margin...",
  "label": "r/machinelearning",
  "dataType": "comment",
  "communityName": "r/MachineLearning",
  "datetime": "2024-05-23",
  "username_encoded": "Z0FBQUFBQm5Lak1hSUpoSnpSMFJxNE5WcWZXLWFEQkVPRHNiQlJOLTNfeE5fN2E2dTJYLVlnRFFPU2p6TkpmY0RqUHhtdkhEMXR0Qjl3SUNCdmpyN0V3TnZ0STRhZGtueVE9PQ==",
  "url_encoded": "Z0FBQUFBQm5Lak9xbW1QbWlITGRfS256eEVlSTFOdDZhTDBLWDdybUU0R28xQkVXck9yTTNVQ1dNRkY0SFNaZ1E5M25IZFlOQ1k5Ul9HWGpPWDA5aW45TFhJWDljRG9FOEpBNEJGYlZ3QnVkb2F6TGEwUjc0SzktWml2VDhqQmNUR3dXQXpLNW9HdFFuOEpjeUdYUjdvTm5Dd3ZueTI1RXRSMDQtYnBUM1VyQmFHVTIxOWZoOWhqekhGUnFIdmVlNzJMRHE0YnQ0VlcwQW16TlhKcWRfbEFPdU1QQzYySWVDdz09"
}
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