我按照以下链接测试托管 TF 模型的 Sagemaker inf1 实例,但在推理时提示错误。
predict_response = optimized_predictor.predict(data)
有人能帮忙解决这个问题吗?谢谢。
---------------------------------------------------------------------------
ModelError Traceback (most recent call last)
<ipython-input-12-a13c7ab7b16b> in <module>
12 display.display(im)
13 # Invoke endpoint with image
---> 14 predict_response = optimized_predictor.predict(data)
15
16 print("========================================")
~/anaconda3/envs/tensorflow_p36/lib/python3.6/site-packages/sagemaker/predictor.py in predict(self, data, initial_args, target_model, target_variant)
111
112 request_args = self._create_request_args(data, initial_args, target_model, target_variant)
--> 113 response = self.sagemaker_session.sagemaker_runtime_client.invoke_endpoint(**request_args)
114 return self._handle_response(response)
115
~/anaconda3/envs/tensorflow_p36/lib/python3.6/site-packages/botocore/client.py in _api_call(self, *args, **kwargs)
355 "%s() only accepts keyword arguments." % py_operation_name)
356 # The "self" in this scope is referring to the BaseClient.
--> 357 return self._make_api_call(operation_name, kwargs)
358
359 _api_call.__name__ = str(py_operation_name)
~/anaconda3/envs/tensorflow_p36/lib/python3.6/site-packages/botocore/client.py in _make_api_call(self, operation_name, api_params)
674 error_code = parsed_response.get("Error", {}).get("Code")
675 error_class = self.exceptions.from_code(error_code)
--> 676 raise error_class(parsed_response, operation_name)
677 else:
678 return parsed_response
ModelError: An error occurred (ModelError) when calling the InvokeEndpoint operation: Received server error (0) from model with message "Your invocation timed out while waiting for a response from container model. Review the latency metrics for each container in Amazon CloudWatch, resolve the issue, and try again.". See https://us-east-1.console.aws.amazon.com/cloudwatch/home?region=us-east-1#logEventViewer:group=/aws/sagemaker/Endpoints/sagemaker-tensorflow-2021-03-08-04-58-16-313ml-inf1 in account 123456789012 for more information.