Need Guidance to Create a Simple STM32N6 NPU Project Using CubeIDE (and CubeMX)

[AM-adben]

Hello,

I need guidance to create a very simple AI project using CubeIDE (CubeMX) and Neural-ART runtime. I can use all the example projects successfully but failed to create one from scratch till now. I faced no challenge earlier when using H7 for my AI projects.

I am using STM32N6570-DK. I tried using different ways, but I either got strange compilation/linking errors or got stuck in the neverending "Generating code" screen.

Anyway, my latest attempt is as follows:

1. Create a new FSBL project by selecting my DK
2. Chose not to initialize default peripherals
3. Selected X-CUBE-AI 10.0 core and template application from the Middleware section
4. Selected a MobileNetV2-based tflite model and Neural-ART runtime.
5. Analyzed using "n6-allmems-O3" and generated code. Everything is OK so far.
6. Tried to build and got errors and warnings.

Errors and warnings:

RIF-related error/warning in app_x-cube-ai.c.

 

 

./X-CUBE-AI/App/app_x-cube-ai.c: In function 'MX_X_CUBE_AI_Init':
../X-CUBE-AI/App/app_x-cube-ai.c:100:5: warning: implicit declaration of function 'HAL_RIF_RISC_SetSlaveSecureAttributes' [-Wimplicit-function-declaration]
 100 | HAL_RIF_RISC_SetSlaveSecureAttributes(RIF_RISC_PERIPH_INDEX_NPU, RIF_ATTRIBUTE_PRIV | RIF_ATTRIBUTE_SEC);
 | ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
../X-CUBE-AI/App/app_x-cube-ai.c:100:43: error: 'RIF_RISC_PERIPH_INDEX_NPU' undeclared (first use in this function)
 100 | HAL_RIF_RISC_SetSlaveSecureAttributes(RIF_RISC_PERIPH_INDEX_NPU, RIF_ATTRIBUTE_PRIV | RIF_ATTRIBUTE_SEC);
 | ^~~~~~~~~~~~~~~~~~~~~~~~~
../X-CUBE-AI/App/app_x-cube-ai.c:100:43: note: each undeclared identifier is reported only once for each function it appears in
../X-CUBE-AI/App/app_x-cube-ai.c:100:70: error: 'RIF_ATTRIBUTE_PRIV' undeclared (first use in this function)
 100 | HAL_RIF_RISC_SetSlaveSecureAttributes(RIF_RISC_PERIPH_INDEX_NPU, RIF_ATTRIBUTE_PRIV | RIF_ATTRIBUTE_SEC);
 | ^~~~~~~~~~~~~~~~~~
../X-CUBE-AI/App/app_x-cube-ai.c:100:91: error: 'RIF_ATTRIBUTE_SEC' undeclared (first use in this function)
 100 | HAL_RIF_RISC_SetSlaveSecureAttributes(RIF_RISC_PERIPH_INDEX_NPU, RIF_ATTRIBUTE_PRIV | RIF_ATTRIBUTE_SEC);
 | ^~~~~~~~~~~~~~~~~

 

 

 

NOTE:

This is just one of my many attempts to create a simple FSBL code to use the NPU. If I do not use "X-CUBE-AI template application", then I am getting XSPI-related errors and warnings.

 

I'd highly appreciate a very basic guide to creating a simple application using CubeIDE, X-XUBE-AI, and NPU.

I am also sharing my last attempt project code in zipped format.

[edmond yun]

Hi,

 

Seems to be solved about the same or similar issue, how about using my project files ?

I created the code with CubeMx and built in CubeIDE.

hope to be done well for you.

https://drive.google.com/file/d/1etH_FyRxUyEPAl92u3qWFnIFeYOpCEMq/view?usp=drive_link

 

have a good day.

thanks.

[mƎALLEm]

Hello @edmond yun ,

Thank you very much for your contribution. Is that possible to compress your project and attach it to the conversation.

Thanks

[LukasOst]

Hello

I have the same problem. I am working with a NUCLEO-N657X0-Q board. I am trying to run a simple CNN saved as TFLite. I tryed to adjust the .ioc file under security/RIF but after that even more errors occured.

Does someone already know the problem?

[Mahmoud Ben Romdhane]

Hello @AM-adben @LukasOst ,

 

First let me thank you for posting.

The same topic was discussed through this ST Post.

The issue has been confirmed and reported to STM32CubeMX development team.

Internal ticket number:  205390 (This is an internal tracking number and is not accessible or usable by customer).

 

Thanks.

Mahmoud