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by andrew-wja
2740 days ago
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You're essentially correct, but there is a bit of a problem with PyTorch and TF specifically, because you don't really have a definition of the model per se. You construct it dynamically using a Python or C++ program. The Caffe .prototxt format or the ONNX model format are nice declarative specifications for what the model is supposed to do; so those are good input formats for the compiler. I hope more frameworks will prioritize ONNX, because it's really the wild west out here with every framework reinventing the wheel for model specification! |
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