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Deep Learning Academy · Lesson

Export to ONNX

Run your model across runtimes.

One Model, Many Runtimes

Sometimes your model must run somewhere PyTorch is not installed. ONNX is a shared format that lets one model run across many engines. 🌐

What ONNX Stands For

ONNX means Open Neural Network Exchange. It is a vendor-neutral file format that describes your model as a graph of standard operations.

All lessons in this course

  1. TorchScript & torch.compile
  2. Export to ONNX
  3. Quantization for Smaller, Faster Models
  4. Serve with FastAPI
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