modelReproducibility
Artificial Intelligence
Traceability & Reproducibility Our motivation: Things can go incorrect Our solution: Traceability by design Solution design for real-time inference model: Traceability on real-time inference model: Reproducibility: Roll-back
Within the context of MLOps, traceability is the flexibility to trace the history of knowledge, code for training and prediction, model artifacts, environment utilized in development and deployment. Reproducibility is the flexibility to breed...
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