Catalyst 101 — Accelerated PyTorch

Sergey Kolesnikov
Jun 2, 2020 · 6 min read
Break the cycle — use the Catalyst!

PyTorch is great framework to create deep learning models and pipelines. Nevertheless, for all its merits, it could use improvements in terms of writing training loops, validating and testing neural networks. Moreover, PyTorch users are likely to introduce more bugs during the research and development process as they mix in complicated things like mutli-GPU, mixed precision, and distributed training.