Hi, so I understand
neptune send will need to upload the entire directory to reproduce the script.
It seems like if I wanted to run models locally,
neptune run doesn’t need to send any files (outside of logs) to keep track of experiments. I think speed of experimentation would be more important than reproducibiity at the start of a project.
I’ve had problems with having the snapshot being too large, unknown upload errors on the server, or accidentally sending sensitive information to your servers (how secure are they?).
It would be nice to have a bare bones option that only sends logs when reproducibiity is less of a concern (maybe ability to use wildcards in