How do I evaluate the performance of a .pte file after Executorch quantization?

[cupid20103]

Hello everyone!

I'm currently working on a react-native project and want to integrate the Hugging Face model (a wav2vec2 model) into my app.
As you know, to use the large model on the mobile environment, the model needs to be quantized.

So, I used executorch to quantize, and it generated a .pte file.
For now, I need to evaluate the performance (PER, FER, RTF, Peak RAM usage) of this file.

How to solve this problem?