4 ms·
Looks really amazing! Reproducibility of models and experiments is huge. It should be almost a requirement if one is going to publish results claiming SotA, etc
by transcranial 10y ago
Looks really amazing! Reproducibility of models and experiments is huge. It should be almost a requirement if one is going to publish results claiming SotA, etc. Seems like you could become the GitHub for deep learning in addition to the Heroku for deep learning.
- saip 10y agoThanks, that's an awesome comment! Agreed. IMHO, end-to-end reproducibility is important from multiple angles - provenance for research, enabling collaboration, driving down costs by eliminating redundant runs of the same jobs, etc. We were initially calling ourselves Heroku + Github for DL, but realized that was too confusing, haha.