Errors when loading saved onnx files

We have an issue with saving and loading onnx files. When passing the generated quant_model_paths to get_onnx_runtime_sessions everything works okay but if I save the file and then run get_onnx_runtime_sessions on the loaded quantized files the model throws an error:

File "/Users/itai/Code/email-cleaner/.venv/lib/python3.7/site-packages/onnxruntime/capi/onnxruntime_inference_collection.py", line 184, in run
    raise ValueError("Model requires {} inputs. Input Feed contains {}".format(num_required_inputs, num_inputs))
ValueError: Model requires 3 inputs. Input Feed contains 2

This doesn’t seem to happen on SageMaker but it happens on mac and also on linux containerized environment.

[itaim]

Yes it does! Thank you very much!

[sidsharma72]

I was facing the same issue - the resolution lies in the order of the quantized model paths. It should be encoder, decoder, init-decoder.