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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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