Deploy models into production

Basics

Basic

Learn the basics of predicting with Lightning

basic

Intermediate

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

intermediate

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Advanced

Deploy with ONNX

Optimize models for enterprise-scale production environments with ONNX.

advanced

Deploy with torchscript

Optimize models for enterprise-scale production environments with torchscript.

advanced

Compress models for fast inference

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

advanced