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ST EdgeAI Core run model validation on stm32mp257, missing information 'inference time for each node'

charlie128
Associate

Hello

I want to use ST Edge AI Core for model validate on STM32MP257.

When I set the parameter --mode host, the report results include "Inference time per node" 

command: stedgeai validate -m ./linear_model_quantized.onnx --target stm32mp2 --mode host -v 2

part of report result: 

Inference time per node
---------------------------------------------------------------------------
c_id m_id type dur (ms) % cumul name
---------------------------------------------------------------------------
0 0 NL (0x107) 0.001 30.8% 30.8% ai_node_0
1 18 Dense (0x104) 0.001 30.8% 61.5% ai_node_1
2 18 NL (0x107) 0.001 26.9% 88.5% ai_node_2
---------------------------------------------------------------------------
n/a n/a Inter-nodal 0.000 11.5% 100.0% n/a
---------------------------------------------------------------------------
total 0.003
---------------------------------------------------------------------------

 

But I want to see the actual inference time of each layer of the model running on NPU.

So, I run command: stedgeai validate -m ./linear_model_quantized.onnx --target stm32mp2 --mode target -d mpu:192.168.0.10:npu -v 2

report is in attach files,without infomation "Inference time per node" 

 

Is it because the validation on STM32MP257 does not support "Inference time per node", or did I use incorrect tool parameters or firmware version?

 

Thanks

 

 

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