ST Edge AI Developer Cloud Error Code Generating Error

[YuriM1]

I have a tflite model that I want to test on my B-U585I-IOT02A Discovery kit, after some issues with X-Cube.AI expansion for CubeMX I decided to try use ST Edge AI Developer Cloud. Everything goes smoothly until I try to generate the code, All option to generate fail apart from the C code of the nn. As the error gives no explanation I have no clue of what happend and no way to fix it.

[hamitiya]

Hello @YuriM1 

It is possible that your model uses larger RAM and/or size than available on the target.

Did you try a benchmark on B-U585I-IOT02A to see it your model fits ?

Is it possible to share your model ?

 

Best regards,

Yanis

[YuriM1]

The model benchmarks without problems and does not use more RAM or flash than the maximum. I added some pictures of the benchmark session and it uses 1.16 MiB of flash over 2 and 349.87 KiB over 768 so it should fit and runs in 2 seconds approximately.

As .tflite cannot be uploaded here I added the repo where the model is in case it can be useful

https://github.com/YuriManna/Weed-Detection-eSys/blob/main/models/v4_pruned_0.566_full_integer_quant.tflite 

 

 

[Julian E.]

Hello @YuriM1,

 

I replicated it, we are working on a fix.

The issue is that the model triggers a timeout because of its size and the time it takes to finish the operation launched.

Have a good day,

Julian