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Can I use Sweeps and SageMaker?

Yes, authenticate W&B with a requirements.txt file in your SageMaker estimator setup.

Can you use W&B Sweeps with cloud infrastructures such as AWS Batch, ECS, etc.?

Yes, publish the sweep_id and have cloud instances run wandb agent with that ID.