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Re:Onnx Runtime: “Cross-Platform Accelerated Machine Learning” by figomore on Tuesday July 25, 2023 @10:10PM (#36872313)
One option to your case is OpenVino. It's written in C++ and has Python Bindings. Also, it can be used to train new nets. You can use ONNX files with OpenVino too.

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