aws / aws/amazon-sagemaker-examples

using-image-classification-models.ipynb failed CI

Open
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Dominant language
Jupyter Notebook
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Forks
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Avg merge
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Merged PRs (30d)
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Description

Link to the notebook:
https://github.com/aws/amazon-sagemaker-examples/blob/master/aws_marketplace/using-open-source-model-packages/pytorch-ic-model/using-image-classification-models.ipynb

Error:

---------------------------------------------------------------------------
Exception encountered at "In [7]":
---------------------------------------------------------------------------
ClientError Traceback (most recent call last)
in
5
6 #Deploy the model
----> 7 predictor = model.deploy(1, real_time_inference_instance_type, endpoint_name=model_name)

/opt/conda/lib/python3.6/site-packages/sagemaker/model.py in deploy(self, initial_instance_count, instance_type, serializer, deserializer, accele

[...]

ClientError: An error occurred (ValidationException) when calling the DescribeModelPackage operation: 1 validation error detected: Value '' at 'modelPackageName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:aws[a-z\-]*:sagemaker:[a-z0-9\-]*:[0-9]{12}:[a-z\-]*\/)?([a-zA-Z0-9]([a-zA-Z0-9-]){0,62})(?

Contributor guide

Open the contributing guide

Research direction

Open aws_marketplace/using-open-source-model-packages/pytorch-ic-model/using-image-classification-models.ipynb and inspect In [7], where model.deploy raises the ValidationException. Check the model package ARN used for the deployment and its correspondence to the AWS region. Done means the notebook's deployment cell completes without the modelPackageName validation error.

Written by the indexing model from the issue text.

Assessment

Tech stack
aws, jupyter-notebook
Domain
cloud, machine-learning
Issue type
Bug
Difficulty
2/5
Estimated time
1-3 hours
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
25/100

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