Applications

OSS Vizier is used in the following:

Codebases

• Vertex AI

• PyGlove

• OptFormer

• Init2winit

• Tensorflow Federated

• Tensorflow GNN

• CFU-Playground

• Architecture Gym (ArchGym)

• OpenML (Converter)

Guides + Courses

• Deep Learning Tuning Playbook

• Stanford STATS 285 (Fall 2023): Massive Computational Experiments, Painlessly

• Stanford XCS224U (Spring 2023): Natural Language Understanding

Papers

• Fishy: Layerwise Fisher Approximation for Higher-order Neural Network Optimization

• Massively Scaling Heteroscedastic Classifiers

• Towards Learning Universal Hyperparameter Optimizers with Transformers

• Task Selection for AutoML System Evaluation