topic Re: Is available source code to evaluate TFLM classification model with C/C+ in PC? in MCUXpresso SDK

Is available source code to evaluate TFLM classification model with C/C+ in PC?

nnxxpp — Wed, 01 May 2024 16:42:15 GMT

I have read tflm_cifar10 in SDK. In general, we need to convert Tflite model into C array. Now I want to evaluate TFLM model (C array, not .tflite model) in the PC to see whether accuracy is dropped. The reason I want to run in PC to save time. Do you have any source code for classification model such as for Cifar10?

I move from Python to C/C++ and something is not familiar. Thank you.

Re: Is available source code to evaluate TFLM classification model with C/C+ in PC?

Kan_Li — Thu, 09 May 2024 07:33:53 GMT

Hi @nnxxpp ,

Are you looking for some method like below?

https://www.tensorflow.org/lite/microcontrollers/build_convert#convert_to_a_c_array

Hope that helps,

Have a great day,
Kan

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Re: Is available source code to evaluate TFLM classification model with C/C+ in PC?

nnxxpp — Thu, 09 May 2024 07:58:38 GMT

@Kan_Li

Thanks. I have already converted tflite to tflite .C array. I need to guide to evaluate .tflite .C array on PC. In general, we directly deploy .tflite C array on board without performance validation. Because I could not find any guide to do this, so I opened this topic.