aws / aws/amazon-sagemaker-examples

Add JAX+Flax example

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#3,814 0 comments 0 reactions 0 assignees View on GitHub
Dominant language
Jupyter Notebook
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Forks
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Avg merge
8h 29m
Merged PRs (30d)
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Description

**Describe the use case example you want to see**
Could you please add an example [here](https://github.com/aws/amazon-sagemaker-examples/blob/main/advanced_functionality/jax_bring_your_own/train_deploy_jax.ipynb) on how to use JAX with [Flax](https://github.com/google/flax) in SageMaker?

**How would this example be used? Please describe.**
Inform users how to use SageMaker with Flax, one of most popular deep learning libraries powered by JAX.

Contributor guide

Open the contributing guide

Research direction

Start with advanced_functionality/jax_bring_your_own/train_deploy_jax.ipynb and review the linked Flax project to understand the existing JAX SageMaker example. Add a Flax usage example in that notebook, with the completed example showing users how to use SageMaker with Flax.

Written by the indexing model from the issue text.

Assessment

Tech stack
aws, jupyter-notebook
Domain
documentation, machine-learning
Issue type
Documentation
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
45/100

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