Getting Started

Part 1: Introduction
Part 2: Custom Tasks, Task Families, and Performance Improvements
Part 3: Truncation and TruncatedStep
Part 4: GradientEstimators
Part 5: Meta-training with GradientLearner
Part 6: Custom learned optimizer architectures

Tutorials

No dependency introduction to learned optimizers in JAX
Summary tutorial: Getting metrics out of your models

Modules

Tasks
Optimizers
Learned Optimizers
Outer Trainers
- Base
- FullES
- TruncatedPES
Continuous Eval
Population: Online hparam adjustment for multiple workers
Optimizer Baselines

learned_optimization

Outer Trainers
View page source

Outer Trainers

Outer-training, or meta-training is the process of learning the meta-parameters.

Base

FullES

TruncatedPES

Previous Next

© Copyright 2021, Google LLC..

Built with Sphinx using a theme provided by Read the Docs.