aws / aws/amazon-sagemaker-examples
Using Tensorboard for vizualization with Ray in SageMaker RL
Open
- Dominant language
- Jupyter Notebook
- Stars
- 11k
- Forks
- 7k
- Avg merge
- 8h 29m
- Merged PRs (30d)
- 8
Description
My customer needs to use Tensorboard when using Ray in SageMaker RL. Could you please share an example for how to set up Tensorboard when running a RL simulation with Ray in SageMaker RL? So we can visualize the evolution of the RL simulations in real time
Contributor guide
Research direction
Start by locating the SageMaker RL and Ray example notebooks in the repository, then review how existing examples configure training and logging. The work is complete when a runnable example shows TensorBoard setup for a Ray-based RL simulation in SageMaker and demonstrates real-time visualization.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- aws, jupyter-notebook
- Domain
- data-visualization, machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 25/100