How to Track ML Model Training: fastai + Neptune Integration

What will you get with this integration?

fastai is a deep learning library that provides practitioners with high-level components that can quickly and easily provide state-of-the-art results in standard deep learning domains and provides researchers with low-level components that can be mixed and matched to build new approaches.

With Neptune + fastai integration the following metadata is logged automatically for you:

• Hyper-parameters
• Losses & metrics
• Training code (Python scripts or Jupyter notebooks) and git information
• Dataset version
• Model configuration, architecture, and weights