automl/ConfigurableOptimizer

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Repo for the Configurable Optimizer project, which aims at searching in the space of one-shot optimizers

Stars: 12
Forks: 2
Open beginner issues: 0
Indexed issues: 34

Dominant language: Python
License: Apache-2.0
Last GitHub push: Jul 8, 2025
Latest indexed: Sep 14, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

Open All

34 open issues indexed

Changing the number of channels in a convolution is broken Open

Medium priority old

automl/ConfigurableOptimizer#27 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 14, 2026
SearchSpace tests should be refactored Open

Low priority

automl/ConfigurableOptimizer#33 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Add option to not reset the conv weights in ConvLoRA layers Open

Medium priority

automl/ConfigurableOptimizer#35 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 14, 2026
Improve the tests Open

Low priority

automl/ConfigurableOptimizer#36 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Progressive DrNas Open

Low priority

automl/ConfigurableOptimizer#43 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 14, 2026
Optimize memory usage in weight-entanglement Open

Low priority

automl/ConfigurableOptimizer#54 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 14, 2026
Pruning functionality of RobustDARTS Open

Low priority

automl/ConfigurableOptimizer#60 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 14, 2026
Add option to finetune with full rank for LoRA Open

Low priority Medium priority

automl/ConfigurableOptimizer#62 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 14, 2026
Add MobileNet SearchSpace Open

High priority old

automl/ConfigurableOptimizer#90 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 14, 2026
Standardize the order in which super().new_epoch() is called Open

Medium priority old

automl/ConfigurableOptimizer#94 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 14, 2026
Handle the number of warmup epochs Open

Low priority old

automl/ConfigurableOptimizer#95 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 14, 2026
Layer Alignment score is incorrect when Partial Connections are enabled Open

Low priority

automl/ConfigurableOptimizer#96 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Verify that the hyperparameters of training models from scratch are correct Open

High priority old

automl/ConfigurableOptimizer#109 · 5 comments · 0 reactions · 1 assignee · Indexed Sep 14, 2026
Are the .new() methods of search spaces working as expected? Open

Low priority

automl/ConfigurableOptimizer#115 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
`DiscreteProfile` needs some refactoring and cleaning up Open

Low priority old

automl/ConfigurableOptimizer#116 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 14, 2026
Implement NAS-Bench-1Shot1 Search Space Open

High priority old

automl/ConfigurableOptimizer#117 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 14, 2026
Implement Trans-NAS-Bench101 Open

Medium priority old

automl/ConfigurableOptimizer#118 · 2 comments · 0 reactions · 1 assignee · Indexed Sep 14, 2026
Implement BBO loop for searching the space of optimizers Open

Low priority old

automl/ConfigurableOptimizer#122 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 14, 2026
Implement NAS-Bench-101 benchmark API Open

High priority old

automl/ConfigurableOptimizer#133 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 14, 2026
Make the profiles serializable. Open

Low priority old

automl/ConfigurableOptimizer#134 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Improve design of Regularizer Configs Open

Low priority

automl/ConfigurableOptimizer#143 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Implement FairDARTSRegTermSupport for all Search Spaces Open

Medium priority old

automl/ConfigurableOptimizer#152 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 14, 2026
Expose a method in SearchSpaces to return the final architecture values of a step Open

Low priority old

automl/ConfigurableOptimizer#157 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 14, 2026
Remove redundant code in Samplers Open

cleanup Low priority old

automl/ConfigurableOptimizer#158 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 14, 2026
Refactor BaseProfile and Profile classes Open

Medium priority old

automl/ConfigurableOptimizer#160 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 14, 2026
Are we tracking the correct layer alignment scores? Open

High priority old

automl/ConfigurableOptimizer#181 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Refactor `BaseProfile` class Open

cleanup

automl/ConfigurableOptimizer#196 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Support newer Python versions (> 3.10) Open

cleanup

automl/ConfigurableOptimizer#197 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Raise Error when user opts for DDP on a system without CUDA Open

automl/ConfigurableOptimizer#200 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Resolve the crash in NB301 API Open

automl/ConfigurableOptimizer#201 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Fix Wandb crash Open

automl/ConfigurableOptimizer#202 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Naming convention: "search_space" or "searchspace"? Open

automl/ConfigurableOptimizer#207 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Handle configuring nested configs in the Profiles Open

automl/ConfigurableOptimizer#241 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Release DARTS-Bench-Suite on Hugging Face Open

automl/ConfigurableOptimizer#252 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026

automl/ConfigurableOptimizer

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