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ONNX/Tensorflow Port about mne-icalabel HOT 3 CLOSED

mne-tools avatar mne-tools commented on May 26, 2024 1
ONNX/Tensorflow Port

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jacobf18 avatar jacobf18 commented on May 26, 2024 2

Got it working on my laptop. Will format the code and push here soon. Also, if we wanted we could host the model using git LFS so that it wasn’t inside the repo. (It’s only 11 MB so this might not be necessary.) ONNX models can be loaded anywhere similar to PyTorch models with a onnx.load command (https://github.com/onnx/models)

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jacobf18 avatar jacobf18 commented on May 26, 2024 1

ONNX is universal so it allows for porting to tensorflow/keras as well. From my initial tests, loading the ONNX runtime package is a lot faster than importing PyTorch.

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mscheltienne avatar mscheltienne commented on May 26, 2024

That sounds like a great idea! I don't know ONNX, but I do like Tensorflow and Keras a lot :)
That might also make packaging simpler (or not?) especially when it comes to conda-forge.

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