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The Movidius' model output value is strange (output value is all the same).

idata
Employee
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Hello,

 

I transfered my caffe model to Movidius' model, and encountered strange problems that the output value is the same on any image.

 

I use the mvNCCheck to debug, discover the value became the same after bn_conv1 layer.

 

Here is the mvNCCheck Result: https://drive.google.com/open?id=1jM6k3ki8ZI9MRi88bCYkpvvRN74NDjwWf669LvWku_I

 

$ mvNCCheck -w run1_iter_38880.caffemodel deploy.prototxt -s 12 -on bn_conv1

 

Result: (32, 336, 336)

 

1) 3612671 0.0

 

2) 1204219 0.0

 

3) 1204230 0.0

 

4) 1204229 0.0

 

5) 1204228 0.0

 

Expected: (32, 336, 336)

 

1) 1655946 -0.36279

 

2) 2072916 -0.36304

 

3) 2085841 -0.36523

 

4) 2117228 -0.3667

 

5) 2066852 -0.36743

 

Where's wrong and why?

 

Here is my caffemodel and part of deploy.protxt.

 

https://drive.google.com/drive/folders/1Dtvo4lvTONTIrWkrrwiGtTw7v1yO4qu9

 

Please assist me, thank you.

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idata
Employee
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@miily I'll take a look at it and see what I can find. It is strange that the Caffe results are also showing the similar probabilities across the top 5 results (negative results at that). The class numbers are pretty large, just wondering what kind of network this is. Thanks.

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