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AI & Machine Learning · Intermediate

ONNX

Open Neural Network Exchange: an open format for representing models so they can move between frameworks and runtimes.

Definition

Models exported to ONNX from PyTorch or TensorFlow can run on ONNX Runtime or be optimized with TensorRT, enabling portable, accelerated inference.

Exam tip

ONNX enables framework portability, for example exporting from PyTorch to run on TensorRT or ONNX Runtime.

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