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Issues when generating a ML inference project for the Nucleo STM32N657

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edupuis
Associate II

‎2025-03-11 3:33 AM

Dear ST community,

I'm trying to setup a ML inference project on the STM32N6 Nucleo in order to do latency and accuracy evaluation of models as well as power measurements. I've been stuck at setting up a project that builds for a few days now.

  • Environment:

    • Nucleo STM32N657 X0h3Qu

    • ST CubeIDE 1.18

    • X-Cube-AI 10.0.0

  • From CubeIDE create new project

    • File -> New -> STM32 Project

    • Select N6 Nucleo board

    • Name=N6_Test_02, Target language=C, Project structure=Secure and Non secure domain, FSBL only

  • In the embedded cubeMX, Add X-Cube-AI and add my model

    • Pinout & Configuration -> X-CUBE-AI

    • Select context FSBL, check X-Cube-AI -> Core and select device application application template, hit ok

    • Pinout & Configuration -> X-CUBE-AI -> Add network TFLITE, Neural Art runtime, select my custom model, Analyze, model fits on device (800Kb Flash, 125KB RAM)

  • Fix the clock configuration manually

    • CPU clock MUX SYSA is said to have 600Mhz max although the IC1 source is selected and in the PLL1, I can see that the IC1 has a /2 divider and 800Mhz , at this stage select /1 then select back /2 fix the issue, SYSA gets the desired 800Mhz and the warning disappear

  • Save and generate the code

  • Fix the missing aton library

    • Build the FSBL -> ../X-CUBE-AI/App/network.c:46:10: fatal error: ll_aton_NN_interface.h: No such file or directory

    • Copy files and folder from /home/%USER/STM32Cube/Repository/Packs/STMicroelectronics/X-CUBE-AI/10.0.0/Middlewares to the FSBL

    • Add /N6_Test_02_FSBL/Middlewares/ST/AI/Npu/ll_aton and /N6_Test_02_FSBL/Middlewares/ST/AI/Npu/Devices/STM32N6XX to the include path

  • Fix the RIF_RISC_PERIPH_INDEX_NPU issue

    • Build the FSBL -> ../X-CUBE-AI/App/app_x-cube-ai.c:100:43: error: 'RIF_RISC_PERIPH_INDEX_NPU' undeclared (first use in this function)

    • From the project top level, move everything in Drivers in the Drivers view of the project, Add the includes /N6_Test_02_FSBL/Drivers/STM32N6xx_HAL_Driver/Inc, /N6_Test_02_FSBL/Drivers/CMSIS/Device/ST/STM32N6xx/Include, /N6_Test_02_FSBL/Drivers/CMSIS/Include, /N6_Test_02_FSBL/Drivers/BSP/STM32N6xx_Nucleo

    • Copy /home/$USER/STM32Cube/Repository/Packs/STMicroelectronics/X-CUBE-AI/10.0.0/Projects/STM32N6570-DK/Applications/hello_world/Drivers/STM32N6xx_HAL_Driver/Inc/stm32n6xx_hal_rif.h (and .c ) to /N6_Test_02_FSBL/Drivers/STM32N6xx_HAL_Driver/Inc (/Src for the .c)

    • Add NPU_PRESENT to the preprocessor

    • Add #include "stm32n6xx_hal_rif.h" Line 46 of /N6_Test_02_FSBL/X-CUBE-AI/App/app_x-cube-ai.c

  • Fix the make: *** No rule to make target '/work/PSEE/stm32_2/N6_Test_02/Drivers/BSP/STM32N6xx_Nucleo/stm32n6xx_nucleo.c', needed by 'Drivers/BSP/STM32N6xx_Nucleo/stm32n6xx_nucleo.o'. Stop. issue



    I'm stuck at the last issue mentioned.

    any help would be appreciated,

    Thanks,
    Etienne
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Mahmoud Ben Romdhane
ST Employee
In response to edupuis

‎2025-03-17 6:24 AM

Hello @edupuis ,

 

The X-CUBE-AI is activated in FSBL context, whereas "RIF" is activated in AppS, and this is a wrong configuration, since they are not activated in the same context, when switching Rif from AppS to FSBL , the project builds with 0 errors. 

I will be waiting for your feedback.

MahmoudBenRomdhane_0-1742217826120.png

 

Thanks.

Mahmoud

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N6_Test_02.ioc
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Mahmoud Ben Romdhane
ST Employee

‎2025-03-12 5:42 AM

Hello @edupuis,

 

First let me thank you for posting and welcome to the ST Community.

For more investigation, I suggest please that you provide your Ioc.File.

 

Best Regards

Mahmoud

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edupuis
Associate II

‎2025-03-13 12:43 AM

Hello Mahmoud

Thank you for your prompt answer, please find attached my IOC file.

Thank you,
Etienne

N6_Test_02.ioc
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Mahmoud Ben Romdhane
ST Employee
In response to edupuis

‎2025-03-14 5:59 AM

Hello @edupuis ,

 

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

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Go to solution
Mahmoud Ben Romdhane
ST Employee
In response to edupuis

‎2025-03-17 6:24 AM

Hello @edupuis ,

 

The X-CUBE-AI is activated in FSBL context, whereas "RIF" is activated in AppS, and this is a wrong configuration, since they are not activated in the same context, when switching Rif from AppS to FSBL , the project builds with 0 errors. 

I will be waiting for your feedback.

MahmoudBenRomdhane_0-1742217826120.png

 

Thanks.

Mahmoud

N6_Test_02.ioc
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edupuis
Associate II

‎2025-03-19 7:04 AM

Hello Mahmoud,

Thank you for your support, and spotting the error, I've tried to change that in my project but I still have several issues:

```
14:59:17 **** Build of configuration Debug for project N6_Test_06_FSBL ****
make -j8 all
arm-none-eabi-gcc "../X-CUBE-AI/App/app_x-cube-ai.c" -mcpu=cortex-m55 -std=gnu11 -g3 -DDEBUG -DUSE_HAL_DRIVER -DSTM32N657xx -DUSE_NUCLEO_64 -DLL_ATON_DUMP_DEBUG_API -DLL_ATON_PLATFORM=LL_ATON_PLAT_STM32N6 -DLL_ATON_OSAL=LL_ATON_OSAL_BARE_METAL -DLL_ATON_RT_MODE=LL_ATON_RT_ASYNC -DLL_ATON_SW_FALLBACK -DLL_ATON_EB_DBG_INFO -DLL_ATON_DBG_BUFFER_INFO_EXCLUDED=1 -c -I../Core/Inc -I../../Drivers/STM32N6xx_HAL_Driver/Inc -I../../Drivers/CMSIS/Device/ST/STM32N6xx/Include -I../../Drivers/STM32N6xx_HAL_Driver/Inc/Legacy -I../../Drivers/BSP/STM32N6xx_Nucleo -I../../Drivers/CMSIS/Include -I../X-CUBE-AI/App -I../X-CUBE-AI -I../../Middlewares/ST/AI/Npu/Devices/STM32N6XX -I../../Middlewares/ST/AI/Inc -I../../Middlewares/ST/AI/Npu/ll_aton -O0 -ffunction-sections -fdata-sections -Wall -fstack-usage -fcyclomatic-complexity -mcmse -MMD -MP -MF"X-CUBE-AI/App/app_x-cube-ai.d" -MT"X-CUBE-AI/App/app_x-cube-ai.o" --specs=nano.specs -mfpu=fpv5-d16 -mfloat-abi=hard -mthumb -o "X-CUBE-AI/App/app_x-cube-ai.o"
arm-none-eabi-gcc "../X-CUBE-AI/App/network.c" -mcpu=cortex-m55 -std=gnu11 -g3 -DDEBUG -DUSE_HAL_DRIVER -DSTM32N657xx -DUSE_NUCLEO_64 -DLL_ATON_DUMP_DEBUG_API -DLL_ATON_PLATFORM=LL_ATON_PLAT_STM32N6 -DLL_ATON_OSAL=LL_ATON_OSAL_BARE_METAL -DLL_ATON_RT_MODE=LL_ATON_RT_ASYNC -DLL_ATON_SW_FALLBACK -DLL_ATON_EB_DBG_INFO -DLL_ATON_DBG_BUFFER_INFO_EXCLUDED=1 -c -I../Core/Inc -I../../Drivers/STM32N6xx_HAL_Driver/Inc -I../../Drivers/CMSIS/Device/ST/STM32N6xx/Include -I../../Drivers/STM32N6xx_HAL_Driver/Inc/Legacy -I../../Drivers/BSP/STM32N6xx_Nucleo -I../../Drivers/CMSIS/Include -I../X-CUBE-AI/App -I../X-CUBE-AI -I../../Middlewares/ST/AI/Npu/Devices/STM32N6XX -I../../Middlewares/ST/AI/Inc -I../../Middlewares/ST/AI/Npu/ll_aton -O0 -ffunction-sections -fdata-sections -Wall -fstack-usage -fcyclomatic-complexity -mcmse -MMD -MP -MF"X-CUBE-AI/App/network.d" -MT"X-CUBE-AI/App/network.o" --specs=nano.specs -mfpu=fpv5-d16 -mfloat-abi=hard -mthumb -o "X-CUBE-AI/App/network.o"
arm-none-eabi-gcc "/work/PSEE/stm32_2/N6_Test_06/Drivers/STM32N6xx_HAL_Driver/Src/stm32n6xx_hal.c" -mcpu=cortex-m55 -std=gnu11 -g3 -DDEBUG -DUSE_HAL_DRIVER -DSTM32N657xx -DUSE_NUCLEO_64 -DLL_ATON_DUMP_DEBUG_API -DLL_ATON_PLATFORM=LL_ATON_PLAT_STM32N6 -DLL_ATON_OSAL=LL_ATON_OSAL_BARE_METAL -DLL_ATON_RT_MODE=LL_ATON_RT_ASYNC -DLL_ATON_SW_FALLBACK -DLL_ATON_EB_DBG_INFO -DLL_ATON_DBG_BUFFER_INFO_EXCLUDED=1 -c -I../Core/Inc -I../../Drivers/STM32N6xx_HAL_Driver/Inc -I../../Drivers/CMSIS/Device/ST/STM32N6xx/Include -I../../Drivers/STM32N6xx_HAL_Driver/Inc/Legacy -I../../Drivers/BSP/STM32N6xx_Nucleo -I../../Drivers/CMSIS/Include -I../X-CUBE-AI/App -I../X-CUBE-AI -I../../Middlewares/ST/AI/Npu/Devices/STM32N6XX -I../../Middlewares/ST/AI/Inc -I../../Middlewares/ST/AI/Npu/ll_aton -O0 -ffunction-sections -fdata-sections -Wall -fstack-usage -fcyclomatic-complexity -mcmse -MMD -MP -MF"Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal.d" -MT"Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal.o" --specs=nano.specs -mfpu=fpv5-d16 -mfloat-abi=hard -mthumb -o "Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal.o"
arm-none-eabi-gcc "/work/PSEE/stm32_2/N6_Test_06/Drivers/STM32N6xx_HAL_Driver/Src/stm32n6xx_hal_cortex.c" -mcpu=cortex-m55 -std=gnu11 -g3 -DDEBUG -DUSE_HAL_DRIVER -DSTM32N657xx -DUSE_NUCLEO_64 -DLL_ATON_DUMP_DEBUG_API -DLL_ATON_PLATFORM=LL_ATON_PLAT_STM32N6 -DLL_ATON_OSAL=LL_ATON_OSAL_BARE_METAL -DLL_ATON_RT_MODE=LL_ATON_RT_ASYNC -DLL_ATON_SW_FALLBACK -DLL_ATON_EB_DBG_INFO -DLL_ATON_DBG_BUFFER_INFO_EXCLUDED=1 -c -I../Core/Inc -I../../Drivers/STM32N6xx_HAL_Driver/Inc -I../../Drivers/CMSIS/Device/ST/STM32N6xx/Include -I../../Drivers/STM32N6xx_HAL_Driver/Inc/Legacy -I../../Drivers/BSP/STM32N6xx_Nucleo -I../../Drivers/CMSIS/Include -I../X-CUBE-AI/App -I../X-CUBE-AI -I../../Middlewares/ST/AI/Npu/Devices/STM32N6XX -I../../Middlewares/ST/AI/Inc -I../../Middlewares/ST/AI/Npu/ll_aton -O0 -ffunction-sections -fdata-sections -Wall -fstack-usage -fcyclomatic-complexity -mcmse -MMD -MP -MF"Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_cortex.d" -MT"Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_cortex.o" --specs=nano.specs -mfpu=fpv5-d16 -mfloat-abi=hard -mthumb -o "Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_cortex.o"
arm-none-eabi-gcc "/work/PSEE/stm32_2/N6_Test_06/Drivers/STM32N6xx_HAL_Driver/Src/stm32n6xx_hal_dma.c" -mcpu=cortex-m55 -std=gnu11 -g3 -DDEBUG -DUSE_HAL_DRIVER -DSTM32N657xx -DUSE_NUCLEO_64 -DLL_ATON_DUMP_DEBUG_API -DLL_ATON_PLATFORM=LL_ATON_PLAT_STM32N6 -DLL_ATON_OSAL=LL_ATON_OSAL_BARE_METAL -DLL_ATON_RT_MODE=LL_ATON_RT_ASYNC -DLL_ATON_SW_FALLBACK -DLL_ATON_EB_DBG_INFO -DLL_ATON_DBG_BUFFER_INFO_EXCLUDED=1 -c -I../Core/Inc -I../../Drivers/STM32N6xx_HAL_Driver/Inc -I../../Drivers/CMSIS/Device/ST/STM32N6xx/Include -I../../Drivers/STM32N6xx_HAL_Driver/Inc/Legacy -I../../Drivers/BSP/STM32N6xx_Nucleo -I../../Drivers/CMSIS/Include -I../X-CUBE-AI/App -I../X-CUBE-AI -I../../Middlewares/ST/AI/Npu/Devices/STM32N6XX -I../../Middlewares/ST/AI/Inc -I../../Middlewares/ST/AI/Npu/ll_aton -O0 -ffunction-sections -fdata-sections -Wall -fstack-usage -fcyclomatic-complexity -mcmse -MMD -MP -MF"Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_dma.d" -MT"Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_dma.o" --specs=nano.specs -mfpu=fpv5-d16 -mfloat-abi=hard -mthumb -o "Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_dma.o"
arm-none-eabi-gcc "/work/PSEE/stm32_2/N6_Test_06/Drivers/STM32N6xx_HAL_Driver/Src/stm32n6xx_hal_dma_ex.c" -mcpu=cortex-m55 -std=gnu11 -g3 -DDEBUG -DUSE_HAL_DRIVER -DSTM32N657xx -DUSE_NUCLEO_64 -DLL_ATON_DUMP_DEBUG_API -DLL_ATON_PLATFORM=LL_ATON_PLAT_STM32N6 -DLL_ATON_OSAL=LL_ATON_OSAL_BARE_METAL -DLL_ATON_RT_MODE=LL_ATON_RT_ASYNC -DLL_ATON_SW_FALLBACK -DLL_ATON_EB_DBG_INFO -DLL_ATON_DBG_BUFFER_INFO_EXCLUDED=1 -c -I../Core/Inc -I../../Drivers/STM32N6xx_HAL_Driver/Inc -I../../Drivers/CMSIS/Device/ST/STM32N6xx/Include -I../../Drivers/STM32N6xx_HAL_Driver/Inc/Legacy -I../../Drivers/BSP/STM32N6xx_Nucleo -I../../Drivers/CMSIS/Include -I../X-CUBE-AI/App -I../X-CUBE-AI -I../../Middlewares/ST/AI/Npu/Devices/STM32N6XX -I../../Middlewares/ST/AI/Inc -I../../Middlewares/ST/AI/Npu/ll_aton -O0 -ffunction-sections -fdata-sections -Wall -fstack-usage -fcyclomatic-complexity -mcmse -MMD -MP -MF"Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_dma_ex.d" -MT"Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_dma_ex.o" --specs=nano.specs -mfpu=fpv5-d16 -mfloat-abi=hard -mthumb -o "Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_dma_ex.o"
arm-none-eabi-gcc "/work/PSEE/stm32_2/N6_Test_06/Drivers/STM32N6xx_HAL_Driver/Src/stm32n6xx_hal_exti.c" -mcpu=cortex-m55 -std=gnu11 -g3 -DDEBUG -DUSE_HAL_DRIVER -DSTM32N657xx -DUSE_NUCLEO_64 -DLL_ATON_DUMP_DEBUG_API -DLL_ATON_PLATFORM=LL_ATON_PLAT_STM32N6 -DLL_ATON_OSAL=LL_ATON_OSAL_BARE_METAL -DLL_ATON_RT_MODE=LL_ATON_RT_ASYNC -DLL_ATON_SW_FALLBACK -DLL_ATON_EB_DBG_INFO -DLL_ATON_DBG_BUFFER_INFO_EXCLUDED=1 -c -I../Core/Inc -I../../Drivers/STM32N6xx_HAL_Driver/Inc -I../../Drivers/CMSIS/Device/ST/STM32N6xx/Include -I../../Drivers/STM32N6xx_HAL_Driver/Inc/Legacy -I../../Drivers/BSP/STM32N6xx_Nucleo -I../../Drivers/CMSIS/Include -I../X-CUBE-AI/App -I../X-CUBE-AI -I../../Middlewares/ST/AI/Npu/Devices/STM32N6XX -I../../Middlewares/ST/AI/Inc -I../../Middlewares/ST/AI/Npu/ll_aton -O0 -ffunction-sections -fdata-sections -Wall -fstack-usage -fcyclomatic-complexity -mcmse -MMD -MP -MF"Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_exti.d" -MT"Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_exti.o" --specs=nano.specs -mfpu=fpv5-d16 -mfloat-abi=hard -mthumb -o "Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_exti.o"
arm-none-eabi-gcc "/work/PSEE/stm32_2/N6_Test_06/Drivers/STM32N6xx_HAL_Driver/Src/stm32n6xx_hal_gpio.c" -mcpu=cortex-m55 -std=gnu11 -g3 -DDEBUG -DUSE_HAL_DRIVER -DSTM32N657xx -DUSE_NUCLEO_64 -DLL_ATON_DUMP_DEBUG_API -DLL_ATON_PLATFORM=LL_ATON_PLAT_STM32N6 -DLL_ATON_OSAL=LL_ATON_OSAL_BARE_METAL -DLL_ATON_RT_MODE=LL_ATON_RT_ASYNC -DLL_ATON_SW_FALLBACK -DLL_ATON_EB_DBG_INFO -DLL_ATON_DBG_BUFFER_INFO_EXCLUDED=1 -c -I../Core/Inc -I../../Drivers/STM32N6xx_HAL_Driver/Inc -I../../Drivers/CMSIS/Device/ST/STM32N6xx/Include -I../../Drivers/STM32N6xx_HAL_Driver/Inc/Legacy -I../../Drivers/BSP/STM32N6xx_Nucleo -I../../Drivers/CMSIS/Include -I../X-CUBE-AI/App -I../X-CUBE-AI -I../../Middlewares/ST/AI/Npu/Devices/STM32N6XX -I../../Middlewares/ST/AI/Inc -I../../Middlewares/ST/AI/Npu/ll_aton -O0 -ffunction-sections -fdata-sections -Wall -fstack-usage -fcyclomatic-complexity -mcmse -MMD -MP -MF"Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_gpio.d" -MT"Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_gpio.o" --specs=nano.specs -mfpu=fpv5-d16 -mfloat-abi=hard -mthumb -o "Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_gpio.o"
../X-CUBE-AI/App/network.c:46:10: fatal error: ll_aton_NN_interface.h: No such file or directory
46 | #include "ll_aton_NN_interface.h"
| ^~~~~~~~~~~~~~~~~~~~~~~~
compilation terminated.
make: *** [X-CUBE-AI/App/subdir.mk:22: X-CUBE-AI/App/network.o] Error 1
make: *** Waiting for unfinished jobs....
In file included from ../X-CUBE-AI/App/app_x-cube-ai.c:46:
../X-CUBE-AI/App/app_x-cube-ai.h:26:10: fatal error: npu_cache.h: No such file or directory
26 | #include "npu_cache.h"
| ^~~~~~~~~~~~~
compilation terminated.
make: *** [X-CUBE-AI/App/subdir.mk:22: X-CUBE-AI/App/app_x-cube-ai.o] Error 1
"make -j8 all" terminated with exit code 2. Build might be incomplete.

14:59:18 Build Failed. 5 errors, 0 warnings. (took 803ms)
```

When trying to generate the project from the `.ioc` file you've sent I get the following:

```

15:03:31 **** Build of configuration Debug for project N6_Test_07_from_Mahmoud_config_FSBL ****
make -j8 all
arm-none-eabi-gcc "../X-CUBE-AI/App/app_x-cube-ai.c" -mcpu=cortex-m55 -std=gnu11 -g3 -DDEBUG -DUSE_HAL_DRIVER -DSTM32N657xx -DUSE_NUCLEO_64 -c -I../Core/Inc -I../X-CUBE-AI/App -I../X-CUBE-AI -I../../Drivers/STM32N6xx_HAL_Driver/Inc -I../../Drivers/CMSIS/Device/ST/STM32N6xx/Include -I../../Drivers/STM32N6xx_HAL_Driver/Inc/Legacy -I../../Drivers/BSP/STM32N6xx_Nucleo -I../../Drivers/CMSIS/Include -O0 -ffunction-sections -fdata-sections -Wall -fstack-usage -fcyclomatic-complexity -mcmse -MMD -MP -MF"X-CUBE-AI/App/app_x-cube-ai.d" -MT"X-CUBE-AI/App/app_x-cube-ai.o" --specs=nano.specs -mfpu=fpv5-d16 -mfloat-abi=hard -mthumb -o "X-CUBE-AI/App/app_x-cube-ai.o"
arm-none-eabi-gcc "/work/PSEE/stm32_2/N6_Test_07_from_Mahmoud_config/Drivers/STM32N6xx_HAL_Driver/Src/stm32n6xx_hal.c" -mcpu=cortex-m55 -std=gnu11 -g3 -DDEBUG -DUSE_HAL_DRIVER -DSTM32N657xx -DUSE_NUCLEO_64 -c -I../Core/Inc -I../X-CUBE-AI/App -I../X-CUBE-AI -I../../Drivers/STM32N6xx_HAL_Driver/Inc -I../../Drivers/CMSIS/Device/ST/STM32N6xx/Include -I../../Drivers/STM32N6xx_HAL_Driver/Inc/Legacy -I../../Drivers/BSP/STM32N6xx_Nucleo -I../../Drivers/CMSIS/Include -O0 -ffunction-sections -fdata-sections -Wall -fstack-usage -fcyclomatic-complexity -mcmse -MMD -MP -MF"Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal.d" -MT"Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal.o" --specs=nano.specs -mfpu=fpv5-d16 -mfloat-abi=hard -mthumb -o "Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal.o"
arm-none-eabi-gcc "/work/PSEE/stm32_2/N6_Test_07_from_Mahmoud_config/Drivers/STM32N6xx_HAL_Driver/Src/stm32n6xx_hal_cacheaxi.c" -mcpu=cortex-m55 -std=gnu11 -g3 -DDEBUG -DUSE_HAL_DRIVER -DSTM32N657xx -DUSE_NUCLEO_64 -c -I../Core/Inc -I../X-CUBE-AI/App -I../X-CUBE-AI -I../../Drivers/STM32N6xx_HAL_Driver/Inc -I../../Drivers/CMSIS/Device/ST/STM32N6xx/Include -I../../Drivers/STM32N6xx_HAL_Driver/Inc/Legacy -I../../Drivers/BSP/STM32N6xx_Nucleo -I../../Drivers/CMSIS/Include -O0 -ffunction-sections -fdata-sections -Wall -fstack-usage -fcyclomatic-complexity -mcmse -MMD -MP -MF"Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_cacheaxi.d" -MT"Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_cacheaxi.o" --specs=nano.specs -mfpu=fpv5-d16 -mfloat-abi=hard -mthumb -o "Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_cacheaxi.o"
arm-none-eabi-gcc "/work/PSEE/stm32_2/N6_Test_07_from_Mahmoud_config/Drivers/STM32N6xx_HAL_Driver/Src/stm32n6xx_hal_cortex.c" -mcpu=cortex-m55 -std=gnu11 -g3 -DDEBUG -DUSE_HAL_DRIVER -DSTM32N657xx -DUSE_NUCLEO_64 -c -I../Core/Inc -I../X-CUBE-AI/App -I../X-CUBE-AI -I../../Drivers/STM32N6xx_HAL_Driver/Inc -I../../Drivers/CMSIS/Device/ST/STM32N6xx/Include -I../../Drivers/STM32N6xx_HAL_Driver/Inc/Legacy -I../../Drivers/BSP/STM32N6xx_Nucleo -I../../Drivers/CMSIS/Include -O0 -ffunction-sections -fdata-sections -Wall -fstack-usage -fcyclomatic-complexity -mcmse -MMD -MP -MF"Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_cortex.d" -MT"Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_cortex.o" --specs=nano.specs -mfpu=fpv5-d16 -mfloat-abi=hard -mthumb -o "Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_cortex.o"
arm-none-eabi-gcc "/work/PSEE/stm32_2/N6_Test_07_from_Mahmoud_config/Drivers/STM32N6xx_HAL_Driver/Src/stm32n6xx_hal_dma.c" -mcpu=cortex-m55 -std=gnu11 -g3 -DDEBUG -DUSE_HAL_DRIVER -DSTM32N657xx -DUSE_NUCLEO_64 -c -I../Core/Inc -I../X-CUBE-AI/App -I../X-CUBE-AI -I../../Drivers/STM32N6xx_HAL_Driver/Inc -I../../Drivers/CMSIS/Device/ST/STM32N6xx/Include -I../../Drivers/STM32N6xx_HAL_Driver/Inc/Legacy -I../../Drivers/BSP/STM32N6xx_Nucleo -I../../Drivers/CMSIS/Include -O0 -ffunction-sections -fdata-sections -Wall -fstack-usage -fcyclomatic-complexity -mcmse -MMD -MP -MF"Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_dma.d" -MT"Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_dma.o" --specs=nano.specs -mfpu=fpv5-d16 -mfloat-abi=hard -mthumb -o "Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_dma.o"
arm-none-eabi-gcc "/work/PSEE/stm32_2/N6_Test_07_from_Mahmoud_config/Drivers/STM32N6xx_HAL_Driver/Src/stm32n6xx_hal_dma_ex.c" -mcpu=cortex-m55 -std=gnu11 -g3 -DDEBUG -DUSE_HAL_DRIVER -DSTM32N657xx -DUSE_NUCLEO_64 -c -I../Core/Inc -I../X-CUBE-AI/App -I../X-CUBE-AI -I../../Drivers/STM32N6xx_HAL_Driver/Inc -I../../Drivers/CMSIS/Device/ST/STM32N6xx/Include -I../../Drivers/STM32N6xx_HAL_Driver/Inc/Legacy -I../../Drivers/BSP/STM32N6xx_Nucleo -I../../Drivers/CMSIS/Include -O0 -ffunction-sections -fdata-sections -Wall -fstack-usage -fcyclomatic-complexity -mcmse -MMD -MP -MF"Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_dma_ex.d" -MT"Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_dma_ex.o" --specs=nano.specs -mfpu=fpv5-d16 -mfloat-abi=hard -mthumb -o "Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_dma_ex.o"
arm-none-eabi-gcc "/work/PSEE/stm32_2/N6_Test_07_from_Mahmoud_config/Drivers/STM32N6xx_HAL_Driver/Src/stm32n6xx_hal_exti.c" -mcpu=cortex-m55 -std=gnu11 -g3 -DDEBUG -DUSE_HAL_DRIVER -DSTM32N657xx -DUSE_NUCLEO_64 -c -I../Core/Inc -I../X-CUBE-AI/App -I../X-CUBE-AI -I../../Drivers/STM32N6xx_HAL_Driver/Inc -I../../Drivers/CMSIS/Device/ST/STM32N6xx/Include -I../../Drivers/STM32N6xx_HAL_Driver/Inc/Legacy -I../../Drivers/BSP/STM32N6xx_Nucleo -I../../Drivers/CMSIS/Include -O0 -ffunction-sections -fdata-sections -Wall -fstack-usage -fcyclomatic-complexity -mcmse -MMD -MP -MF"Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_exti.d" -MT"Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_exti.o" --specs=nano.specs -mfpu=fpv5-d16 -mfloat-abi=hard -mthumb -o "Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_exti.o"
arm-none-eabi-gcc "/work/PSEE/stm32_2/N6_Test_07_from_Mahmoud_config/Drivers/STM32N6xx_HAL_Driver/Src/stm32n6xx_hal_gpio.c" -mcpu=cortex-m55 -std=gnu11 -g3 -DDEBUG -DUSE_HAL_DRIVER -DSTM32N657xx -DUSE_NUCLEO_64 -c -I../Core/Inc -I../X-CUBE-AI/App -I../X-CUBE-AI -I../../Drivers/STM32N6xx_HAL_Driver/Inc -I../../Drivers/CMSIS/Device/ST/STM32N6xx/Include -I../../Drivers/STM32N6xx_HAL_Driver/Inc/Legacy -I../../Drivers/BSP/STM32N6xx_Nucleo -I../../Drivers/CMSIS/Include -O0 -ffunction-sections -fdata-sections -Wall -fstack-usage -fcyclomatic-complexity -mcmse -MMD -MP -MF"Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_gpio.d" -MT"Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_gpio.o" --specs=nano.specs -mfpu=fpv5-d16 -mfloat-abi=hard -mthumb -o "Drivers/STM32N6xx_HAL_Driver/stm32n6xx_hal_gpio.o"
../X-CUBE-AI/App/app_x-cube-ai.c:50:1: warning: return type defaults to 'int' [-Wimplicit-int]
50 | LL_ATON_DECLARE_NAMED_NN_INSTANCE_AND_INTERFACE(Default)
| ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
../X-CUBE-AI/App/app_x-cube-ai.c: In function 'LL_ATON_DECLARE_NAMED_NN_INSTANCE_AND_INTERFACE':
../X-CUBE-AI/App/app_x-cube-ai.c:55:1: error: expected '=', ',', ';', 'asm' or '__attribute__' before '{' token
55 | {
| ^
../X-CUBE-AI/App/app_x-cube-ai.c:90:1: error: expected '=', ',', ';', 'asm' or '__attribute__' before '{' token
90 | {
| ^
../X-CUBE-AI/App/app_x-cube-ai.c:94:1: error: expected '=', ',', ';', 'asm' or '__attribute__' before '{' token
94 | {
| ^
../X-CUBE-AI/App/app_x-cube-ai.c:50:1: warning: type of 'Default' defaults to 'int' [-Wimplicit-int]
50 | LL_ATON_DECLARE_NAMED_NN_INSTANCE_AND_INTERFACE(Default)
| ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
../X-CUBE-AI/App/app_x-cube-ai.c:52:10: error: declaration for parameter 'buffer_out' but no such parameter
52 | uint8_t *buffer_out;
| ^~~~~~~~~~
../X-CUBE-AI/App/app_x-cube-ai.c:51:10: error: declaration for parameter 'buffer_in' but no such parameter
51 | uint8_t *buffer_in;
| ^~~~~~~~~
../X-CUBE-AI/App/app_x-cube-ai.c:102: error: expected '{' at end of input
../X-CUBE-AI/App/app_x-cube-ai.c:102: warning: control reaches end of non-void function [-Wreturn-type]
make: *** [X-CUBE-AI/App/subdir.mk:19: X-CUBE-AI/App/app_x-cube-ai.o] Error 1
make: *** Waiting for unfinished jobs....
"make -j8 all" terminated with exit code 2. Build might be incomplete.

15:03:31 Build Failed. 8 errors, 3 warnings. (took 877ms)
```

Thanks.
Etienne



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