aws / aws/amazon-sagemaker-examples

Using Tensorboard for vizualization with Ray in SageMaker RL

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Dominant language
Jupyter Notebook
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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

Open the contributing 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

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