Мониторинг модели — непрерывное наблюдение за производительностью, inputs, outputs, drift, errors, latency и operational health развёрнутой модели. Он помогает выявлять degradation, misuse, bias, security issues и условия, требующие retraining или intervention.
Vertex AI Model Monitoring is a service that continuously evaluates the performance of deployed models by detecting feature skew and drift in prediction requests, helping to maintain model quality over time. For more information, see Introduction to Vertex AI Model Monitoring.
Operational tracking of model quality, drift, latency, cost and safety incidents in production.