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What the validation command does during its runtime?

brianon
Associate II

Hi,

 

With the new 2.2 STEdgeAI update I have done some neural network model validations on the CM55 of the nucleo-n657x0-q board. I have also used the STLink-v3pwr to measure the power consumption while validating. What I wonder is if there is some detailed explanation on what the validation command does during its runtime, more specifically what happens on the target board.

Attached is a .stpm of a example validation using my custom model with 10 data samples, as can be seen 10 spikes are recorded with some activity between them. How can this activity be classified? Is a inference the time from the start of a spike until the next spike, or is a inference only the spike and the time between them is some other activity?


Thanks in advance,

Brian.

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