Row 61515

Row ID: 61515 | Dataset Entry | Axioma AXP Content Repository

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Hey everyone.

We build docker images with CV models using BentoML. But the problem is that it uses REST API, which is not the best choice for high-load CV inference.

Are there other open-source solutions for providing faster api for computer vision inference? Is there any chance we can implement them in our pipeline on BentoML?

FieldValue
text Hey everyone. We build docker images with CV models using BentoML. But the problem is that it uses REST API, which is not the best choice for high-load CV inference. Are there other open-source solutions for providing faster api for computer vision inference? Is there any chance we can implement them in our pipeline on BentoML?
label r/machinelearning
dataType post
communityName r/MachineLearning
datetime 2024-05-23
username_encoded Z0FBQUFBQm5Lak1aX3ZYcVlqWVhKN21sVmNFcjZaUjV2UWlneEV6R3JkOEk2cG1fRk1Wa3E5a3BtMjBjb3JaaEw1Zmxkamd6Y2JWS1JPc1BOOWhNSzVvZGZ2S2U1ZXpocUE9PQ==
url_encoded Z0FBQUFBQm5Lak9wZlN2SWE5Uzl2VzViNW5NV1BQZ2hvNlhrVnozdHIxQ0hHd1E0cFIzcjI0bXFoREpyWXJwcWZDMlJCanRYY0N6UHoyX0lDaEFLSkQ3ZXZNcEdpOXM1VmNsS2tkVE15UXNyelZZeDNDNFRkNFozellfYmFvUHYwS3NNUzhBSUhfOVJTQlhBeXpWejl5RG56LTdIRnpHZW1VbEhuOVRCNWR4a0pNbkp4U1UzN28xZ01EY1o2YVlpN2dHNmxPb1VwaFlnbG1FLWhsWDVaelhpdTRrYlI1dnV3QT09

Raw Record

{
  "text": "Hey everyone.\n\nWe build docker images with CV models using BentoML. But the problem is that it uses REST API, which is not the best choice for high-load CV inference.\n\nAre there other open-source solutions for providing faster api for computer vision inference? Is there any chance we can implement them in our pipeline on BentoML?",
  "label": "r/machinelearning",
  "dataType": "post",
  "communityName": "r/MachineLearning",
  "datetime": "2024-05-23",
  "username_encoded": "Z0FBQUFBQm5Lak1aX3ZYcVlqWVhKN21sVmNFcjZaUjV2UWlneEV6R3JkOEk2cG1fRk1Wa3E5a3BtMjBjb3JaaEw1Zmxkamd6Y2JWS1JPc1BOOWhNSzVvZGZ2S2U1ZXpocUE9PQ==",
  "url_encoded": "Z0FBQUFBQm5Lak9wZlN2SWE5Uzl2VzViNW5NV1BQZ2hvNlhrVnozdHIxQ0hHd1E0cFIzcjI0bXFoREpyWXJwcWZDMlJCanRYY0N6UHoyX0lDaEFLSkQ3ZXZNcEdpOXM1VmNsS2tkVE15UXNyelZZeDNDNFRkNFozellfYmFvUHYwS3NNUzhBSUhfOVJTQlhBeXpWejl5RG56LTdIRnpHZW1VbEhuOVRCNWR4a0pNbkp4U1UzN28xZ01EY1o2YVlpN2dHNmxPb1VwaFlnbG1FLWhsWDVaelhpdTRrYlI1dnV3QT09"
}

Entry Information