gistfile1.txt

INFO:sagemaker:Creating model with name: sagemaker-mxnet-py2-cpu-2018-01-17-20-52-52-599
---------------------------------------------------------------------------
ClientError                               Traceback (most recent call last)
<ipython-input-11-40815f86459d> in <module>()
----> 1 predictor = m.deploy(initial_instance_count=1, instance_type='ml.m4.xlarge')

~/anaconda3/envs/mxnet_p36/lib/python3.6/site-packages/sagemaker/estimator.py in deploy(self, initial_instance_count, instance_type, endpoint_name, **kwargs)
    183             instance_type=instance_type,
    184             initial_instance_count=initial_instance_count,
--> 185             endpoint_name=endpoint_name)
    186 
    187     @property

~/anaconda3/envs/mxnet_p36/lib/python3.6/site-packages/sagemaker/model.py in deploy(self, initial_instance_count, instance_type, endpoint_name)
     87         container_def = self.prepare_container_def(instance_type)
     88         model_name = self.name or name_from_image(container_def['Image'])
---> 89         self.sagemaker_session.create_model(model_name, self.role, container_def)
     90         production_variant = sagemaker.production_variant(model_name, instance_type, initial_instance_count)
     91         self.endpoint_name = endpoint_name or model_name

~/anaconda3/envs/mxnet_p36/lib/python3.6/site-packages/sagemaker/session.py in create_model(self, name, role, primary_container)
    269         self.sagemaker_client.create_model(ModelName=name,
    270                                            PrimaryContainer=primary_container,
--> 271                                            ExecutionRoleArn=role)
    272 
    273         return name

~/anaconda3/envs/mxnet_p36/lib/python3.6/site-packages/botocore/client.py in _api_call(self, *args, **kwargs)
    315                     "%s() only accepts keyword arguments." % py_operation_name)
    316             # The "self" in this scope is referring to the BaseClient.
--> 317             return self._make_api_call(operation_name, kwargs)
    318 
    319         _api_call.__name__ = str(py_operation_name)

~/anaconda3/envs/mxnet_p36/lib/python3.6/site-packages/botocore/client.py in _make_api_call(self, operation_name, api_params)
    613             error_code = parsed_response.get("Error", {}).get("Code")
    614             error_class = self.exceptions.from_code(error_code)
--> 615             raise error_class(parsed_response, operation_name)
    616         else:
    617             return parsed_response

ClientError: An error occurred (ValidationException) when calling the CreateModel operation: Could not find model data at s3://sagemaker-us-west-2-01234567890/sagemaker-mxnet-py2-cpu-2018-01-17-20-52-52-599/output/model.tar.gz.