Azure ML - 模型未注册，遇到 WebServiceException

Question

我之前已经使用以下完全相同的代码片段成功注册了一个模型:

#register model
from azureml.core.model import Model

register_model = Model.register(model_path = "./models",
                       model_name = "cr_tools",
                       description = "Tools relating to the Customer Relations classifier.",
                       workspace = ws)

register_model

但现在它不适用于不同的模型(不同的 ./models 目录)，并且我遇到了以下错误:

ServiceException: ServiceException:
    Code: 504
    Message: Operation returned an invalid status code 'Gateway Time-out'
    Details:

    Headers: {
        "Date": "Tue, 04 Jan 2022 22:12:54 GMT",
        "Content-Type": "text/html",
        "Content-Length": "160",
        "Connection": "keep-alive",
        "Strict-Transport-Security": "max-age=15724800; includeSubDomains; preload",
        "X-Content-Type-Options": "nosniff",
        "x-request-time": "60.019"
    }
    InnerException: 504 Server Error: Gateway Time-out for url: https://eastus.experiments.azureml.net/artifact/v2.0/subscriptions/c450f3d1-583c-495f-b5d3-0b38b99e70c0/resourceGroups/ba-p-zeaus-group020-rg/providers/Microsoft.MachineLearningServices/workspaces/p-group020-aml-ws-001/artifacts/batch/metadata/LocalUpload/220104T215629-7c0d42b6

Answer 1

无法找到错误的确切原因。但一般来说 ServiceException: ServiceException: Code: 504 错误是在没有收到 URI 指定的上游服务器的及时响应时发生的。

但是，您可以引用这个github repo用于模型注册和部署。