microsoft / microsoft/onnxruntime
React Native: Can't load a model: Can't create InferenceSession
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Since Jan 18, 2022.
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Description
I have converted the Keras model to onnx using onnxmltools on python. the summary of the model is as below:
Model: "sequential"
Layer (type) Output Shape Param #
dense (Dense) (None, 32) 480
dense_1 (Dense) (None, 64) 2112
dense_2 (Dense) (None, 128) 8320
dense_3 (Dense) (None, 64) 8256
dropout (Dropout) (None, 64) 0
dense_4 (Dense) (None, 5) 325
Total params: 19,493
Trainable params: 19,493
Non-trainable params: 0
The converted model is working fine when used on python. In order to use the onnx model in react native, I converted the onnx model to ort format using the script:
python -m onnxruntime.tools.convert_onnx_models_to_ort model.onnx
The converted ORT model works perfectly fine on python but when I use this model in react native it throws exceptions while loading the model
the exceptions is:
[Error: Can't load a model: Can't create InferenceSession]
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