Deploy models into production

Basics

• Basic — Learn the basics of predicting with Lightning

• Intermediate — Learn to remove the Lightning dependencies and use pure PyTorch for prediction.

Advanced

• Deploy with ONNX — Optimize models for enterprise-scale production environments with ONNX.

• Deploy with torchscript — Optimize models for enterprise-scale production environments with torchscript.

• Compress models for fast inference — Compress models for fast inference for deployment with Quantization and Pruning.