Allow to store git hash (Ã la W&B) and maybe do a pip freeze to known which version of what is used.
Could be opt-in (log only SB3, RL Zoo at first and then log more if the user ask) or opt out (log every package unless specified).
I see mainly RL Zoo dependencies + env used as candidates.
Motivation
The idea is to make experiment even more reproducible, we store the SB3 version and related libs (like pytorch or gym) in the model zip but not the environment version/hash.
Pitch
No response
Alternatives
No response
Additional context
No response
Checklist
[X] I have checked that there is no similar issue in the repo
🚀 Feature
Allow to store git hash (Ã la W&B) and maybe do a
pip freezeto known which version of what is used. Could be opt-in (log only SB3, RL Zoo at first and then log more if the user ask) or opt out (log every package unless specified).I see mainly RL Zoo dependencies + env used as candidates.
Motivation
The idea is to make experiment even more reproducible, we store the SB3 version and related libs (like pytorch or gym) in the model zip but not the environment version/hash.
Pitch
No response
Alternatives
No response
Additional context
No response
Checklist