What is difference between eIQ and eIQ neural NPU?

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What is difference between eIQ and eIQ neural NPU?

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nnxxpp
Contributor IV

My question is same as the title.

As my understanding, eIQ is software where we can train model, convert model (to tflite fro example) and visualize it. Before I traing Tensorflow model and convert to tflite model (not using eIQ) and deploy on MIMXRT board. Can I use this model to deploy on MCXN947 with NPU mode? Is there any special things to develop tensorflow lite model for MCXN947 with NPU mode?

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Harry_Zhang
NXP Employee
NXP Employee

Hi @nnxxpp 

When you need to  deploy it on MCXN947, you need to convert TensorFlow lite for Neutron using convert tool.

Harry_Zhang_0-1732852068491.png

You can refer to it.

eIQ Neutron NPU Lab Guides - NXP Community

BR

Harry

 

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nnxxpp
Contributor IV

@Harry_Zhang 

Thank you. I could convert to NPU Tflite. I see that th output model is also .tflite model with custom operators NeutronGraph. How can I evaluate this NPU tflite model on PC with Python?

Do you have any guide? I known that NeutronGraph is the custom operator and we need have its implementation to use in Python.

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nnxxpp
Contributor IV

@Harry_Zhang @james598goff 

Thank you. I understood.

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Harry_Zhang
NXP Employee
NXP Employee

Hi @nnxxpp 

When you need to  deploy it on MCXN947, you need to convert TensorFlow lite for Neutron using convert tool.

Harry_Zhang_0-1732852068491.png

You can refer to it.

eIQ Neutron NPU Lab Guides - NXP Community

BR

Harry

 

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