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Not getting FPS as per the website in Movidius VPU

jakesully
Beginner
254 Views

For MobileNet_v2_1.0 (from openvino zoo) It is expected to get 91 fps but I am able to get only 70

converted to IR by 

sudo python3 open_model_zoo/tools/downloader/converter.py --name MobileNet_v2_1.0   --mo /opt/intel/openvino_2021/deployment_tools/model_optimizer/mo.py 

this command will give both FP16 and FP32
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python3 benchmark_app.py -i ~/Downloads/image_coco/ -m /opt/intel/openvino_2021/deployment_tools/public/mobilenet-v2-1.0-224/FP16/mobilenet-v2-1.0-224.xml -d MYRIAD 

NB: folder image_coco contains a single image of a person

____________________________
output was

Count: 4224 iterations
Duration: 60091.21 ms
Latency: 56.75 ms
Throughput: 70.29 FPS

why there is a drop of almost 20 frames?

 

0 Kudos
2 Replies
Zulkifli_Intel
Moderator
229 Views

Hello Adarsh Sudarsan,

 

Can you share the link to the website that you mentioned earlier in this thread? And which Movidius device you used to run the inference (eg: NCS1, NCS2, or Myriad X)?

 

Here is my benchmark_app test result using the mobilenet-v2-1.0-224 model on NCS 2:

Count:     6908 iterations

Duration:  60045.27 ms

Latency:   34.64 ms

Throughput: 115.05 FPS

 

Sincerely,

Zulkifli


Zulkifli_Intel
Moderator
157 Views

Hello Adarsh Sudarsan,


This thread will no longer be monitored since we have provided a solution. If you need any additional information from Intel, please submit a new question.


Sincerely,

Zulkifli




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