Demo 4 - Error handling

Fill the form

Go to http://157.26.64.222/benchmark.

Fil the form with the following information :

• Target : IOT board, MCU STM32L4R9
• Runtime : X-Cube-AI
• Model : big_model.onnx

Click on the Launch the benchmark button.

Key talking points :

• Target : The target is a Cortex M4 from ST.
• Runtime : The runtime is X-Cube-AI, a runtime optimized for STM32.
• Model : The model is a big model and the target doesn’t have enough memory. This will generate an error.

Wait for the results

The result should be available in about 1 minutes.

Analyze the results

Key talking points :

• Error : The error is displayed to the user. All the pipeline result is shown to the user. This will change in the future, the error will be more explicit and focused on the error.

Here is the pipeline of the same benchmark.