azure - Web 服务部署 Azure ML

Question

我正在尝试部署 Keras 模型，但出现错误。我的代码是

service = Webservice.deploy_from_model(workspace = ws, 
                       name = "test-classifier",
                       deployment_config = aciconfig,
                       models = [model],
                       image_config = image_config)
service.wait_for_deployment(show_output = True)

错误:

{
  "code": "GatewayTimeout",
  "statusCode": 504,
  "message": "ACI Service request failed. Reason: The gateway did not receive a response from 'Microsoft.ContainerInstance' within the specified time period.."
}

为什么我会收到此错误？

Answer 1

默认超时为1分钟。您可以增加超时或尝试通过修改score.py以删除不必要的调用来加快服务速度。如果这些操作无法解决问题，请使用此 article 中的信息调试score.py 文件。代码可能处于无响应状态或无限循环。