PyTorch-Ignite: Development of a Higher-level API
- Mentors
- Victor (vfdev-5)
- Organization
- NumFOCUS
In this project we are trying to provide a High-level API for the Deep Learning engineers and researchers to help them train their models faster, and provide them many other various features:
- Users can train/evaluate/test models with this API.
- Users can train multiple models/optimizers on multiple datasets.
- We provide a lot of features like (integration of experiment tracking systems, auto-batching, auto-checkpointing, automatic-mixed-precision, train GANs, Semi-supervised learning, DDP, etc....)
- We provide examples for using each and every feature in this API.
- We provide good documentation.