learned_optimization
test_420408281
Getting Started
Part 1: Introduction
Part 2: Custom Tasks, Task Families, and Performance Improvements
Modules
Tasks
Optimizers
Learned Optimizers
Outer Trainers
Continuous Eval
Population: Online hparam adjustment for multiple workers
learned_optimization
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Index
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Index
A
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B
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F
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G
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L
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M
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O
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Q
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S
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T
A
Adam() (in module learned_optimization.optimizers.base)
B
BatchQuadraticTask() (in module learned_optimization.tasks.quadratics)
F
FixedDimQuadraticFamily() (in module learned_optimization.tasks.quadratics)
FixedDimQuadraticFamilyData() (in module learned_optimization.tasks.quadratics)
FullES() (in module learned_optimization.outer_trainers.full_es)
G
gradient_worker_compute() (in module learned_optimization.outer_trainers.gradient_learner)
GradientEstimator() (in module learned_optimization.outer_trainers.gradient_learner)
L
LearnableAdam() (in module learned_optimization.learned_optimizers.base)
LearnableSGD() (in module learned_optimization.learned_optimizers.base)
LearnableSGDM() (in module learned_optimization.learned_optimizers.base)
learned_optimization.learned_optimizers.base
module
learned_optimization.optimizers.base
module
learned_optimization.outer_trainers.full_es
module
learned_optimization.outer_trainers.truncated_pes
module
learned_optimization.tasks.base
module
learned_optimization.tasks.quadratics
module
LearnedOptimizer() (in module learned_optimization.learned_optimizers.base)
M
module
learned_optimization.learned_optimizers.base
learned_optimization.optimizers.base
learned_optimization.outer_trainers.full_es
learned_optimization.outer_trainers.truncated_pes
learned_optimization.tasks.base
learned_optimization.tasks.quadratics
O
Optimizer() (in module learned_optimization.optimizers.base)
Q
QuadraticTask() (in module learned_optimization.tasks.quadratics)
S
SGD() (in module learned_optimization.optimizers.base)
SGDM() (in module learned_optimization.optimizers.base)
SingleMachineGradientLearner() (in module learned_optimization.outer_trainers.gradient_learner)
SumQuadraticTask() (in module learned_optimization.tasks.quadratics)
T
Task() (in module learned_optimization.tasks.base)
TaskFamily() (in module learned_optimization.tasks.base)
TruncatedPES() (in module learned_optimization.outer_trainers.truncated_pes)
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