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.
- Dominant language
- Jupyter Notebook
- Stars
- 11k
- Forks
- 7k
- Avg merge
- 8h 29m
- Merged PRs (30d)
- 8
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
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