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ShikharJ avatar ShikharJ commented on June 3, 2024

@MJ10

from edgeml.

MJ10 avatar MJ10 commented on June 3, 2024

Hi @mehreenjabeen
The ONNX model just defines the model. It does not contain information on how to run it. That is implemented by the runtime used for the model (ONNXRuntime is one example).

The ONNX model you generate uses a custom operator for the FastGRNN layer. For the scenario described in our README, we use ELL to compile the model for running on device. This works since FastGRNN support was added to ELL.

Running the ONNX model with Tensorflow as the runtime is not a scenario we support currently and has not been tested by us. Looking at the error message, and looking at onnx-tf, custom operators might not be supported out of the box. I would suggest opening a ticket here for help with custom operators.

from edgeml.

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