Forums - How to accelerate neuron network's load while using snpe2.12

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How to accelerate neuron network's load while using snpe2.12
hanxupenghxp
Join Date: 23 Nov 23
Posts: 1
Posted: Thu, 2023-11-23 17:52

The development kit I use is 6490 (778G). When I use snpe2.12 to load the yolov8s model (int8 quantized), it takes about 5.5 seconds to load. I try to analyze this process,  I found that snpebuilder.build() takes most of time. So how can I save time ?

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weihuan
Join Date: 12 Apr 20
Posts: 270
Posted: Sat, 2023-11-25 04:29

Dear developer,

You can try to run quantization(INT8) model on HTP backend that will speed up execution time.

BR.
Wei

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