facebookresearch/dora

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Dora is an experiment management framework. It expresses grid searches as pure python files as part of your repo. It identifies experiments with a unique hash signature. Scale up to hundreds of experiments without losing your sanity.

Stars: 314
Forks: 25
Open beginner issues: 0
Indexed issues: 21

Dominant language: Python
License: MIT
Last GitHub push: Oct 5, 2023
Latest indexed: Sep 16, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

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21 open issues indexed

dora install question Open

question

facebookresearch/dora#14 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Missing Python3.10 Build Open

bug

facebookresearch/dora#18 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Moving a running xp from one grid to another (e.g. when refactoring) cancels the XP Open

bug

facebookresearch/dora#31 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Feature request: Specify grids by absolute path Open

facebookresearch/dora#33 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
[Improvement] Better grid API and experience Open

bug

facebookresearch/dora#34 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
[Improvement] Multi method target / refactor decorated main Open

bug

facebookresearch/dora#35 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Listing grid names show other modules Open

bug

facebookresearch/dora#36 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
[Improvement] Core launching API / mini dora with concurrent.futures like API Open

bug

facebookresearch/dora#37 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
[Improvement] use relative symlinks Open

bug

facebookresearch/dora#38 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
`dora grid ... -t 0` crashes if the job hasn't logged anything yet Open

bug

facebookresearch/dora#40 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Cannot import name 'hydra_main' from 'dora' on Colab or Kaggle environment Open

bug

facebookresearch/dora#43 · 2 comments · 1 reaction · 0 assignees · Indexed Sep 16, 2026
Can I train on multiple machines? Open

question

facebookresearch/dora#45 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
How to run with torchrun? Open

question

facebookresearch/dora#52 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Can not work on multi machines with multi gpus Open

question

facebookresearch/dora#53 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
No training when using 2 nodes and torchrun Open

bug

facebookresearch/dora#60 · 6 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
[Feature request] Export grid tree table to LaTeX/csv Open

question

facebookresearch/dora#61 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
No stop command? Open

question

facebookresearch/dora#62 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Now I want to debug dora,Is dora parsing from the train.py file? Open

question

facebookresearch/dora#63 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Deleting History of a Cancelled Experiment Open

question

facebookresearch/dora#65 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Minimum version of treetable in requirements.txt Open

bug

facebookresearch/dora#66 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
implement env Open

question

facebookresearch/dora#67 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026

facebookresearch/dora

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