Validation on target error

[Pinagadi_Meghana]

It is fine until validation on validation on desktop... but when it comes to validation on target, it is showing the above error...
can anyone please address my issue... I am trying this since 3 months..

[ahsrabrifat]

Please clarify more. Like which board or MCU you are using, Which ST toolchain you are using, what error message you can see etc. 

[hamitiya]

Hello @Pinagadi_Meghana 

could you please share more details about your project:

- your target,

- tools version (STM32CubeMX, X-CUBE-AI),

- and the model you want to deploy on your target ?

 

Best regards,

Yanis

[Pinagadi_Meghana]

Yes sure...
I am using STM32 CubeIDE 1.16.1 and the board i want to deploy on is NUCLEO-H753ZI
I have trained a deep learning model (tflite format) using edgeAI Developer Cloud (including all steps quantization, benchmarking etc.) and downloaded the project and opened it using Cube IDE.
Everything is fine until debugging the code, opening .ioc project, analysis and validation on desktop. But when it comes to validation on target, it showing the error. I tried to follow the process mentioned by you like deleting some option in memory pools and inserting, but the pool_0_... option is not visible there...

I am trying to do this since 4 months...
Please solve this as soon as possible
Thankyou

[hamitiya]

Based on your board, you should retrieve this kind of memory pools. 

 

 

From ST Edge AI Developer Cloud, they are named as "POOL_<index>_<physical_mem_kind>"  when in X-CUBE-AI they are named as pool<index>.

Could you please confirm that you can see the same memory pools as I show you on the screenshot above ?

Also, if possible could you please share with me your model and your IOC file to see what could be the issue ?

 

Best regards,

Yanis

 

 

[Pinagadi_Meghana]

No mam... when i open memory pools.. nothing is visible there... it is empty...
below i will share my model which is downloaded from edgeAI developer cloud....

[hamitiya]

Here are the memory pools I see from your IOC file:

 

My suggestion from the previous message in ST Community was to: 

- Click on each row and press "Delete"

- Press "Insert" to add new memory pools

- Remove "ITCMRAM" memory pool (if you want to use it for your application)

You should have a table like the screenshot below:

After that, you may want to try again by:

- Perform automatic validation on target.

- Or by generating validation project and flashing it manually on the target with STM32CubeProgrammer

 

Best regards,

Yanis

[hamitiya]

If you are debugging your current project, based on your IOC file, it means you are using SystemPerformance since it is the one generated by ST Edge AI Developer Cloud. "SystemPerformance" template generates inference output directly in UART which you can read on your COM port (with a tty such as putty)

If you want to validate on target, you need to do it automatically from X-CUBE-AI or generate a "Validation" template.

 

Best regards,

Yanis

[Pinagadi_Meghana]

Please update me that process of validate on target... please
i need to do validate on target only....

[hamitiya]

On the documentation I shared before, page 15

I did it on my side here attached the ZIP corresponding to your project

[hamitiya]

Hello,

I did exactly what I shared with you in my previous messages

[Pinagadi_Meghana]

If possible could you please help me through the process, I will give you remote access of my system...
It will be very helpful as many people are facing issue with validating on target...
I will provide the remote access so that you can show what to do...
Please update mam

[Pinagadi_Meghana]

mam please update... it is really urgent