aws / aws/amazon-sagemaker-examples
Add JAX+Flax example
- Dominant language
- Jupyter Notebook
- Stars
- 11k
- Forks
- 7k
- Avg merge
- 8h 29m
- Merged PRs (30d)
- 8
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
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