Vertex AI Vizier

GPTKB entity

Statements (26)
Predicate Object
gptkbp:instanceOf hyperparameter tuning service
gptkbp:accessibleBy gptkb:Python_SDK
gptkb:REST_API
gptkb:Google_Cloud_Console
gptkbp:developedBy gptkb:Google
gptkbp:documentation https://cloud.google.com/vertex-ai/docs/vizier
gptkbp:feature experiment tracking
automated resource allocation
parallel trials
parameter search space definition
suggestion algorithms
trial management
https://www.w3.org/2000/01/rdf-schema#label Vertex AI Vizier
gptkbp:integratesWith gptkb:Google_Cloud_Platform
gptkb:Vertex_AI_Pipelines
gptkb:Vertex_AI_Training
gptkbp:partOf gptkb:Vertex_AI
gptkbp:provides Bayesian optimization
black-box optimization
gptkbp:releaseYear 2021
gptkbp:supports early stopping
multi-objective optimization
custom metrics
gptkbp:usedFor machine learning model tuning
gptkbp:bfsParent gptkb:Vertex_AI
gptkbp:bfsLayer 5