Forums - snpe-onnx-to-dlc failed on yolov5

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snpe-onnx-to-dlc failed on yolov5
wz.fan
Join Date: 20 Dec 21
Posts: 6
Posted: Tue, 2022-03-01 01:09

Onnx file genereated from original yolov5s, with onnx opset 11/12/16 ( tried all )

SNPE version: 1.55.0

The error is:

472 - 209 - ERROR - Node Mul_221: Unable to permute shape [1, 3, 80, 80, 2] to NSC ordering
 
Can anyone help me with this?
 
Thanks alot!
 
wz
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wz.fan
Join Date: 20 Dec 21
Posts: 6
Posted: Tue, 2022-03-01 23:36

Solved, updated to SNPE 1.58.

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liwei.fang
Join Date: 8 Mar 22
Posts: 7
Posted: Tue, 2022-03-08 22:06

How's the performance of yolov5 through SNPE? Could your please share? Thanks!

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liwei.fang
Join Date: 8 Mar 22
Posts: 7
Posted: Tue, 2022-03-08 22:07

How's the performance of yolov5 through SNPE? Could your please share? Thanks!

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wz.fan
Join Date: 20 Dec 21
Posts: 6
Posted: Wed, 2022-03-09 17:53

Original yolov5 archtechture is not fully supported by SNPE on DSP/AIP.  It takes more than 100ms on CPU for yolov5n with smallest network sclae.

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sunt
Join Date: 26 Apr 22
Posts: 3
Posted: Sat, 2022-07-16 01:54

Can you share me code to run yolov5 on  Rb5?

Thank you!

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