aws / aws/amazon-sagemaker-examples

Real-time Batch Inference with Torchserve - Number of batch response mismatched

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Jupyter Notebook
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Description

Hi Team,

Greetings!!

I tried going through following notebook to understand how real-time batch inference works, but it's returning this error - "number of batch response mismatched". Could you please have a look?

Notebook:
https://github.com/aws/amazon-sagemaker-examples/blob/main/sagemaker-python-sdk/pytorch_batch_inference/sagemaker_batch_inference_torchserve.ipynb

Error description:
MODEL_LOG - model: model, number of batch response mismatched, expect: 3, got: 1.

Thanks

Contributor guide

Open the contributing guide

Research direction

Open and run sagemaker-python-sdk/pytorch_batch_inference/sagemaker_batch_inference_torchserve.ipynb, then reproduce the reported batch inference error. Inspect how the notebook sends the batch and handles responses; done means a batch of three produces three responses without the mismatch error.

Written by the indexing model from the issue text.

Assessment

Tech stack
aws, jupyter-notebook, pytorch
Domain
machine-learning
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

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