Results Reproducibility Logs

Results Reproducibility Logs

Control

Throughout the entire Product Lifecycle, whenever a Product component - inclusive of Models, experiments, analyses, transformation, and evaluations - are run, all parameters, hyperparameters and results ought to be logged and/or tracked, including unique identifier(s) for runs, artifacts, code and environments.

Aim

To (a) enable Absolute Reproducibility; (b) validate Models and Outcomes through enablement of analysis of logs, run comparisons and reproducibility.