Hi, I have been trying to run the eembc's github models on ncs2 in my ubuntu host using openvino as target. My throughput is half of the benchmark scores presented by eembc. May i know why is this happening, since the target platforms and device configurations are alomst similar.
os - ubuntu
processor - intel i3 6th gen
device - ncs 2
port - usb 3.0
openvino version - 2019.1.144
Any help on this would be appreciated. Thanks in advance.
Dear P, kalaiselvan
openvino version - 2019.1.144 is very old. We are on 2019R3 now. Please download the latest and try again. I guess you are talking about these models:
Looks like the OpenVino models are INT8 models. Hopefully they still work with OpenVino 2019R3, but they may not.
https://github.com/eembc/mlmark is not affiliated with Intel. So deviations from expected results should be posted to the eembc folks rather than Intel.
Hope it helps,
Hi shubha, thanks for the quick response. I posted to the eembc as well, and posted it here too, so that you could help me out if there is any problem regarding the openvino versions or the device or so. I will try with other models and see if its the problem with the script or the hardware.