aws / aws/amazon-sagemaker-examples

Infernece recommender job failed Failed Reason: INVALID_INPUT : 1. Model (owned by the customer in the container) returned 4xx or 5xx error code.

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#3,074 2 comments 0 reactions 0 assignees View on GitHub
Dominant language
Jupyter Notebook
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Description

**Link to the notebook**
https://github.com/aws/amazon-sagemaker-examples/blob/master/sagemaker-inference-recommender/inference-recommender.ipynb

**Describe the bug**
After scheduling the Job, It failed with following error
INVALID_INPUT : 1. Model (owned by the customer in the container) returned 4xx or 5xx error code.
The model and container were used as mentioned in the notebook, but still encountered the above error

**To reproduce**
Run the notebook as it is

Contributor guide

Open the contributing guide

Research direction

Start with sagemaker-inference-recommender/inference-recommender.ipynb and run it as described to reproduce the scheduling failure. Inspect the job and model-container error details, then identify the notebook or model/container change needed for the inference recommender job to complete without the reported 4xx/5xx response.

Written by the indexing model from the issue text.

Assessment

Tech stack
aws, jupyter-notebook
Domain
cloud, machine-learning
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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