[X-CUBE-AI 10.2.0] Internal Crash: 'range' object has no attribute 'reshape' when analyzing ONNX model

[giuug]

Hi everyone,

I am trying to deploy a custom ONNX model on the STM32N6 using X-CUBE-AI v10.2.0 (ST Edge AI Core v2.2.0), but the tool crashes immediately during the analysis phase.

Setup:

• Target: STM32N6
• Tool: X-CUBE-AI 10.2.0
• Model: GTCRN (from this repository:https://github.com/Xiaobin-Rong/gtcrn)

Problem: When I run the analyze command, "stedgeai" fails with an internal Python exception. It seems to be failing on a specific attribute lookup. And here is the output/error log:

ST Edge AI Core v2.2.0-20266 2adc00962
INTERNAL ERROR: 'range' object has no attribute 'reshape'

Has anyone encountered this specific internal error before? It looks like a bug within the converter itself rather than a standard validation error. I would appreciate any guidance on how to fix the model or the export process to avoid this crash.

[Julian E.]

Hi @giuug,

 

can you provide me the exact onnx model you used? You can upload it inside a .zip.

 

This error is a compiler error, either caused by an unsupported layer or a bug.

 

Have a good day,

Julian

[giuug]

You'll find two versions of the same network. The main is gtcrn.onnx.