Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
greetings!Continuing my studies on MCU STM32, I am dedicating myself to STM32N6.I need to learn how to develop an application that in its first stage will monitor noise and classify it with a neural network type CNN. I have already made a simulator w...
i followed the instructions or steps listed out in below ticket Which software do I need to install to start with STM32N6570-DK?Currently I am struck at this error please help me.Regards,ASR
Hi,The hardware seems to support 16 bits activations, but this seems to not be usable according to the ST Edge AI documentation.We have a model where at a particular tensor between a Conv and Sigmoid, the precision loss due to the quantization cause ...
Hi, I'm opening this issue because I log data with STEVAL-STWINKT1B (battery-powered), and I haven’t been able to get the automode feature working as described in the QuickStart Guide. Here are the steps I followed:Formatted my SD card (SanDisk Extre...
Hello everyone,I am using CubeAI 10.1.0 and STAGEAI 2.1 to analyze my model for STM32N6, and I encountered an issue where some epochs show ?? instead of the expected results. Here's the log:epoch ID HW/SW/EC Operation (SW only)epoch 1 ECepoch 2 ECep...
From the definition below, its just a mix of hardware and software epochs, but normally I found only HW and SW when I generate a c file. When is Hyprid epoch used? I what kind of case is it better to use hyprid epochs rather then divide it to a SW pa...
Initially I was having issues in generating the project file for ai models because of CUBE AI withe the latest update it got fixed. But while trying to build an flash the code to the Board there was issue while flashing the code the debugger was givi...
Hello! I am working with the developer cloud to benchmark some models' inference speed in a controlled environment. It was working well for the STM32F746G-DISCO board until a couple of days ago, when it just kept saying that my model has a measured i...
Hi, I am trying to deploy a model onto the N6 disco board with modelzoo's github repo.I have trained my model and am now trying to deploy it to the board via running stm32ai_main.py.I get the following error log that I have not been able to solve on ...
Hello everyone,I have a GRU-based model that I trained using PyTorch and then exported to ONNX. I'm trying to run it on various ST boards.According to this documentation: ST Neural-ART Operator Supportit seems that the Neural-ART accelerator does no...