Grain-elevator price trials cannot be replayed: no recorded hyperparameters, no seed, artifacts overwritten. How should those experiments become reproducible on AWS?
Select an answer to reveal the explanation.
Short Explanation
Price trials cannot be replayed: no hyperparameters, no seed, artifacts overwritten. Replay from logged training-job parameters, versioned S3 artifacts, and Model Registry entries. An unsaved laptop notebook cannot do that, and SageMaker jobs can be reproduced when those records exist.
Full Explanation
Reproducible experiments on AWS come from logged training-job parameters, versioned S3 artifacts, and Model Registry entries. An unsaved notebook and an overwritten tarball cannot be replayed. Polly is irrelevant, and SageMaker jobs can be reproduced when those records exist.