Chinopie

Yet another deep learning framework to train and validate models with Pytorch, for lightweight academic research purposes.

Chinopie (py) is a python implementation of Chino.

Still working in progress. The API is unstable and will change rapidly.

You may want to check the dev branch for the latest updates.

The Goal

• Be easy to the starter. Be clear to the experienced.
• Easy to decouple.
• Handle dirty works in deep learning.

Concepts

• Decouple your designs and scripts with Moudle and Recipe.
• Unified file management with Helper, covering your checkpoints, data, states, logs and more.
• Code as note. Scene Snapshot catches your academic progress automatically.
• Bootstrap your model with auto optimization and many strategies if you know them.
• Bulit-in lightweight distributed data parallelization.

Docs (WIP)

See example for a quick start.