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.
Added import/export command to easily share XP hyper-params in text form.
Added shared repository option (shared option in Dora config). No metrics or
checkpoints can be shared, this is still a bit dangerous, but this will act as a shared
database for mappings from SIG -> hyper params, so that you can just pass a SIG
to your teammate and launch the same XP.
Added import/export command to easily share XP hyper-params in text form.
Added shared repository option (
sharedoption in Dora config). No metrics or checkpoints can be shared, this is still a bit dangerous, but this will act as a shared database for mappings from SIG -> hyper params, so that you can just pass a SIG to your teammate and launch the same XP.