Validate on Desktop

[Nana]

I would like to deploy a model on a microcontroller but would like to have an idea of what the inference times would be on different ST microcontrollers before getting one.

Is it possible to emulate how a model would run on a specific microcontroller using CubeAI by "validating on desktop"? 

There is an inference time per sample metric in the generated Cube AI report when I validate on desktop, but I am guessing this is inference time on my computer's CPU and not an emulated microcontroller.

 

 

 

[hamitiya]

Hello @Nana ,

Actually no you don't have a way to know that with "Validation on Desktop".

However, you can find a list of STMicroelectronics boards available on ST Edge AI Developer Cloud to perform a benchmark (validation on target) on real targets like STM32N6570-DK and STM32H747I-DISCO. 

 

Best regards,

Yanis