Forums - YOLOP detector head predicts correctly on CPU , but wrongly on DSP

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YOLOP detector head predicts correctly on CPU , but wrongly on DSP
divyasasi1996
Join Date: 30 Jan 24
Posts: 2
Posted: Tue, 2024-02-06 20:15
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I have quantized YOLOP model , using below commands

snpe-dlc-quantize --input_dlc ../snpe_2.10.0.4541/yolop-320-320.dlc --input_list raw_list_android.txt
--bitwidth 8 --enable_htp --output_dlc yolop-320-320-quant-int8.dlc
 
SNPE_VERSION:snpe-2.10.0.4541
Running On SD gen 2 mobile device
Running with snpe-net-run --container yolop-320-320-quant.dlc --input_list raw_list_android.txt --use_dsp --debug
Results :
CPU - Got correct detections  for detector head 
DSP - Detections were not proper got too many bounding boxes , not alligned properly
 
Please consider that both CPU and DSP inferences use the same QUANTIZED DLC MODEL FILE.
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