Intel® Distribution of OpenVINO™ Toolkit
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luoy@TTlyN:~/ncsdk/bin$ make egLeNetCompile egLeNetCompile - lenet8 generation python3 ./mvNCCompile.pyc data/lenet8.prototxt -s 12 mvNCCompile v02.00, Copyright @ Movidius Ltd 2016 luoy@TTlyN:~/ncsdk/bin$ make egLeNetProfile echo "egLeNetProfile - lenet8 profiling" egLeNetProfile - lenet8 profiling python3 ./mvNCProfile.pyc data/lenet8.prototxt -s 12 mvNCProfile v02.00, Copyright @ Movidius Ltd 2016 USB: Transferring Data... Time to Execute : 5.55 ms USB: Myriad Execution Finished Time to Execute : 4.79 ms USB: Myriad Execution Finished USB: Myriad Connection Closing. USB: Myriad Connection Closed. Network Summary Detailed Per Layer Profile Layer Name MFLOPs Bandwidth MB/s time(ms) ======================================================================================== 0 conv1 5.530 937.94 0.33 1 pool1 0.014 351.16 0.08 2 conv2 4.301 411.23 0.56 3 pool2 0.004 176.90 0.04 4 ip1 0.002 2083.20 0.41 5 ip2 0.001 482.50 0.02 6 softmax 0.000 0.79 0.03 ---------------------------------------------------------------------------------------- Total inference time 1.46 ---------------------------------------------------------------------------------------- Generating Profile Report 'output_report.html'... luoy@TTlyN:~/ncsdk/bin$ make egLeNetVali echo "egLeNetVali - lenet8 validation (single image)" egLeNetVali - lenet8 validation (single image) python3 ./mvNCCheck.pyc data/lenet8.prototxt -i examples/data/test/5/00340.png -s 12 mvNCCheck v02.00, Copyright @ Movidius Ltd 2016 USB: Transferring Data... USB: Myriad Execution Finished USB: Myriad Connection Closing. USB: Myriad Connection Closed. Result: (1, 10) 1) 3 0.73242 2) 5 0.26733 3) 8 0.00042796 4) 9 0.0 5) 7 0.0 Expected: (10,) 1) 3 0.73486 2) 5 0.2644 3) 8 0.00042152 4) 6 3.6478e-05 5) 9 1.9073e-05 ------------------------------------------------------------ Obtained values ------------------------------------------------------------ Obtained Min Pixel Accuracy: 0.3986711148172617% (max allowed=2%), Pass Obtained Average Pixel Accuracy: 0.07402165210805833% (max allowed=1%), Pass Obtained Percentage of wrong values: 0.0% (max allowed=0%), Pass Obtained Pixel-wise L2 error: 0.1641174191476803% (max allowed=1%), Pass Obtained Global Sum Difference: 0.005439579486846924 ------------------------------------------------------------

 

When profile, why do twice 'USB: Myriad Execution Finished'?

 

When validate, who and how to give the 'Expected'?

 

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