NCS 1.12.01.01 Tensorflow Examples Make Log
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$ cd ~/workspace/ncsdk-1.12.01.01/examples/tensorflow/inception_v3
$ make all
test -f output/inception-v3.meta || ((wget http://download.tensorflow.org/models/inception_v3_2016_08_28.tar.gz && tar zxf inception_v3_2016_08_28.tar.gz && rm inception_v3_2016_08_28.tar.gz) && ./inception-v3.py)
--2019-02-05 12:37:57-- http://download.tensorflow.org/models/inception_v3_2016_08_28.tar.gz
Resolving download.tensorflow.org (download.tensorflow.org)... 216.58.217.48, 2607:f8b0:400a:804::2010
Connecting to download.tensorflow.org (download.tensorflow.org)|216.58.217.48|:80... connected.
HTTP request sent, awaiting response... 200 OK
Length: 100885009 (96M) [application/x-tar]
Saving to: ‘inception_v3_2016_08_28.tar.gz’
inception_v3_2016_0 100%[===================>] 96.21M 1.52MB/s in 3m 41s
2019-02-05 12:41:38 (446 KB/s) - ‘inception_v3_2016_08_28.tar.gz’ saved [100885009/100885009]
2019-02-05 12:41:42.750372: I tensorflow/core/platform/cpu_feature_guard.cc:137] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA
mvNCProfile -s 12 output/inception-v3.meta -in=input -on=InceptionV3/Predictions/Reshape_1
mvNCProfile v02.00, Copyright @ Movidius Ltd 2016
/usr/local/lib/python3.5/dist-packages/tensorflow/python/framework/ops.py:766: DeprecationWarning: builtin type EagerTensor has no __module__ attribute
EagerTensor = c_api.TFE_Py_InitEagerTensor(_EagerTensorBase)
/usr/local/lib/python3.5/dist-packages/tensorflow/python/util/tf_inspect.py:45: DeprecationWarning: inspect.getargspec() is deprecated, use inspect.signature() instead
if d.decorator_argspec is not None), _inspect.getargspec(target))
Layer InceptionV3/InceptionV3/Mixed_5c/Branch_0/Conv2d_0a_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_5c/Branch_3/Conv2d_0b_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_5d/Branch_0/Conv2d_0a_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_5d/Branch_3/Conv2d_0b_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_6a/Branch_0/Conv2d_1a_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_6b/Branch_0/Conv2d_0a_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_6b/Branch_3/Conv2d_0b_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_6c/Branch_0/Conv2d_0a_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_6c/Branch_3/Conv2d_0b_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_6d/Branch_0/Conv2d_0a_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_6d/Branch_3/Conv2d_0b_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_6e/Branch_0/Conv2d_0a_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_6e/Branch_3/Conv2d_0b_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_7b/Branch_0/Conv2d_0a_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_7b/Branch_1/Conv2d_0b_1x3/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_7b/Branch_1/Conv2d_0b_3x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0c_1x3/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0d_3x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_7b/Branch_3/Conv2d_0b_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_7c/Branch_0/Conv2d_0a_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_7c/Branch_1/Conv2d_0b_1x3/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_7c/Branch_1/Conv2d_0c_3x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0c_1x3/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0d_3x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_7c/Branch_3/Conv2d_0b_1x1/Relu forced to im2col_v2, because its output is used in concat
/usr/local/bin/ncsdk/Controllers/FileIO.py:52: UserWarning: You are using a large type. Consider reducing your data sizes for best performance
"Consider reducing your data sizes for best performance\033[0m")
USB: Transferring Data...
Time to Execute : 380.2 ms
USB: Myriad Execution Finished
Time to Execute : 332.88 ms
USB: Myriad Execution Finished
USB: Myriad Connection Closing.
USB: Myriad Connection Closed.
Network Summary
Detailed Per Layer Profile
Bandwidth time
# Name MFLOPs (MB/s) (ms)
===============================================================================
0 InceptionV3/InceptionV3/Conv2d_1a_3x3/Relu 38.4 1083.3 4.252
1 InceptionV3/InceptionV3/Conv2d_2a_3x3/Relu 398.3 982.3 12.434
2 InceptionV3/InceptionV3/Conv2d_2b_3x3/Relu 796.6 666.1 17.874
3 InceptionV3/InceptionV3/MaxPool_3a_3x3/MaxPool 3.1 1436.3 1.837
4 InceptionV3/InceptionV3/Conv2d_3b_1x1/Relu 54.6 443.9 1.488
5 InceptionV3/InceptionV3/Conv2d_4a_3x3/Relu 1393.7 248.6 30.506
6 InceptionV3/InceptionV3/MaxPool_5a_3x3/MaxPool 2.1 1271.0 1.453
7 ...ceptionV3/Mixed_5b/Branch_0/Conv2d_0a_1x1/Relu 30.1 651.9 0.724
8 ...ceptionV3/Mixed_5b/Branch_1/Conv2d_0a_1x1/Relu 22.6 773.9 0.603
9 ...ceptionV3/Mixed_5b/Branch_1/Conv2d_0b_5x5/Relu 188.2 639.6 4.618
10 ...ceptionV3/Mixed_5b/Branch_2/Conv2d_0a_1x1/Relu 30.1 639.8 0.738
11 ...ceptionV3/Mixed_5b/Branch_2/Conv2d_0b_3x3/Relu 135.5 489.0 2.971
12 ...ceptionV3/Mixed_5b/Branch_2/Conv2d_0c_3x3/Relu 203.2 514.8 4.232
13 ...ionV3/Mixed_5b/Branch_3/AvgPool_0a_3x3/AvgPool 4.2 513.9 0.874
14 ...ceptionV3/Mixed_5b/Branch_3/Conv2d_0b_1x1/Relu 15.1 813.2 0.566
15 ...ceptionV3/Mixed_5c/Branch_0/Conv2d_0a_1x1/Relu 40.1 700.2 0.899
16 ...ceptionV3/Mixed_5c/Branch_1/Conv2d_0b_1x1/Relu 30.1 867.5 0.717
17 ...ceptionV3/Mixed_5c/Branch_1/Conv_1_0c_5x5/Relu 188.2 642.5 4.597
18 ...ceptionV3/Mixed_5c/Branch_2/Conv2d_0a_1x1/Relu 40.1 684.5 0.920
19 ...ceptionV3/Mixed_5c/Branch_2/Conv2d_0b_3x3/Relu 135.5 487.2 2.982
20 ...ceptionV3/Mixed_5c/Branch_2/Conv2d_0c_3x3/Relu 203.2 507.7 4.291
21 ...ionV3/Mixed_5c/Branch_3/AvgPool_0a_3x3/AvgPool 5.6 559.6 1.070
22 ...ceptionV3/Mixed_5c/Branch_3/Conv2d_0b_1x1/Relu 40.1 685.7 0.918
23 ...ceptionV3/Mixed_5d/Branch_0/Conv2d_0a_1x1/Relu 45.2 705.2 1.004
24 ...ceptionV3/Mixed_5d/Branch_1/Conv2d_0a_1x1/Relu 33.9 912.2 0.767
25 ...ceptionV3/Mixed_5d/Branch_1/Conv2d_0b_5x5/Relu 188.2 638.0 4.629
26 ...ceptionV3/Mixed_5d/Branch_2/Conv2d_0a_1x1/Relu 45.2 729.9 0.970
27 ...ceptionV3/Mixed_5d/Branch_2/Conv2d_0b_3x3/Relu 135.5 488.4 2.975
28 ...ceptionV3/Mixed_5d/Branch_2/Conv2d_0c_3x3/Relu 203.2 511.3 4.261
29 ...ionV3/Mixed_5d/Branch_3/AvgPool_0a_3x3/AvgPool 6.4 552.3 1.219
30 ...ceptionV3/Mixed_5d/Branch_3/Conv2d_0b_1x1/Relu 45.2 718.1 0.986
31 ...ceptionV3/Mixed_6a/Branch_0/Conv2d_1a_1x1/Relu 575.3 680.0 11.708
32 ...ceptionV3/Mixed_6a/Branch_1/Conv2d_0a_1x1/Relu 45.2 720.5 0.983
33 ...ceptionV3/Mixed_6a/Branch_1/Conv2d_0b_3x3/Relu 135.5 488.2 2.976
34 ...ceptionV3/Mixed_6a/Branch_1/Conv2d_1a_1x1/Relu 47.9 1447.7 1.505
35 ...ionV3/Mixed_6a/Branch_2/MaxPool_1a_3x3/MaxPool 0.7 1368.1 0.492
36 ...ceptionV3/Mixed_6b/Branch_0/Conv2d_0a_1x1/Relu 85.2 322.4 2.187
37 ...ceptionV3/Mixed_6b/Branch_1/Conv2d_0a_1x1/Relu 56.8 469.9 1.300
38 ...ceptionV3/Mixed_6b/Branch_1/Conv2d_0b_1x7/Relu 66.3 318.1 2.246
39 ...ceptionV3/Mixed_6b/Branch_1/Conv2d_0c_7x1/Relu 99.4 317.7 2.596
40 ...ceptionV3/Mixed_6b/Branch_2/Conv2d_0a_1x1/Relu 56.8 467.8 1.306
41 ...ceptionV3/Mixed_6b/Branch_2/Conv2d_0b_7x1/Relu 66.3 318.1 2.246
42 ...ceptionV3/Mixed_6b/Branch_2/Conv2d_0c_1x7/Relu 66.3 318.8 2.241
43 ...ceptionV3/Mixed_6b/Branch_2/Conv2d_0d_7x1/Relu 66.3 327.8 2.179
44 ...ceptionV3/Mixed_6b/Branch_2/Conv2d_0e_1x7/Relu 99.4 306.2 2.693
45 ...ionV3/Mixed_6b/Branch_3/AvgPool_0a_3x3/AvgPool 4.0 415.0 1.024
46 ...ceptionV3/Mixed_6b/Branch_3/Conv2d_0b_1x1/Relu 85.2 327.5 2.153
47 ...ceptionV3/Mixed_6c/Branch_0/Conv2d_0a_1x1/Relu 85.2 322.6 2.185
48 ...ceptionV3/Mixed_6c/Branch_1/Conv2d_0a_1x1/Relu 71.0 291.4 2.258
49 ...ceptionV3/Mixed_6c/Branch_1/Conv2d_0b_1x7/Relu 103.6 225.3 4.267
50 ...ceptionV3/Mixed_6c/Branch_1/Conv2d_0c_7x1/Relu 124.3 262.9 3.918
51 ...ceptionV3/Mixed_6c/Branch_2/Conv2d_0a_1x1/Relu 71.0 283.2 2.324
52 ...ceptionV3/Mixed_6c/Branch_2/Conv2d_0b_7x1/Relu 103.6 236.5 4.065
53 ...ceptionV3/Mixed_6c/Branch_2/Conv2d_0c_1x7/Relu 103.6 230.9 4.164
54 ...ceptionV3/Mixed_6c/Branch_2/Conv2d_0d_7x1/Relu 103.6 229.5 4.189
55 ...ceptionV3/Mixed_6c/Branch_2/Conv2d_0e_1x7/Relu 124.3 260.4 3.956
56 ...ionV3/Mixed_6c/Branch_3/AvgPool_0a_3x3/AvgPool 4.0 418.1 1.016
57 ...ceptionV3/Mixed_6c/Branch_3/Conv2d_0b_1x1/Relu 85.2 322.6 2.186
58 ...ceptionV3/Mixed_6d/Branch_0/Conv2d_0a_1x1/Relu 85.2 317.8 2.218
59 ...ceptionV3/Mixed_6d/Branch_1/Conv2d_0a_1x1/Relu 71.0 290.7 2.264
60 ...ceptionV3/Mixed_6d/Branch_1/Conv2d_0b_1x7/Relu 103.6 236.1 4.071
61 ...ceptionV3/Mixed_6d/Branch_1/Conv2d_0c_7x1/Relu 124.3 270.1 3.814
62 ...ceptionV3/Mixed_6d/Branch_2/Conv2d_0a_1x1/Relu 71.0 285.0 2.309
63 ...ceptionV3/Mixed_6d/Branch_2/Conv2d_0b_7x1/Relu 103.6 239.3 4.018
64 ...ceptionV3/Mixed_6d/Branch_2/Conv2d_0c_1x7/Relu 103.6 236.7 4.061
65 ...ceptionV3/Mixed_6d/Branch_2/Conv2d_0d_7x1/Relu 103.6 239.1 4.020
66 ...ceptionV3/Mixed_6d/Branch_2/Conv2d_0e_1x7/Relu 124.3 261.3 3.942
67 ...ionV3/Mixed_6d/Branch_3/AvgPool_0a_3x3/AvgPool 4.0 416.0 1.021
68 ...ceptionV3/Mixed_6d/Branch_3/Conv2d_0b_1x1/Relu 85.2 325.9 2.163
69 ...ceptionV3/Mixed_6e/Branch_0/Conv2d_0a_1x1/Relu 85.2 321.4 2.193
70 ...ceptionV3/Mixed_6e/Branch_1/Conv2d_0a_1x1/Relu 85.2 316.1 2.230
71 ...ceptionV3/Mixed_6e/Branch_1/Conv2d_0b_1x7/Relu 149.2 313.1 3.947
72 ...ceptionV3/Mixed_6e/Branch_1/Conv2d_0c_7x1/Relu 149.2 311.6 3.966
73 ...ceptionV3/Mixed_6e/Branch_2/Conv2d_0a_1x1/Relu 85.2 319.8 2.205
74 ...ceptionV3/Mixed_6e/Branch_2/Conv2d_0b_7x1/Relu 149.2 321.2 3.847
75 ...ceptionV3/Mixed_6e/Branch_2/Conv2d_0c_1x7/Relu 149.2 320.7 3.852
76 ...ceptionV3/Mixed_6e/Branch_2/Conv2d_0d_7x1/Relu 149.2 324.1 3.812
77 ...ceptionV3/Mixed_6e/Branch_2/Conv2d_0e_1x7/Relu 149.2 318.5 3.879
78 ...ionV3/Mixed_6e/Branch_3/AvgPool_0a_3x3/AvgPool 4.0 417.3 1.018
79 ...ceptionV3/Mixed_6e/Branch_3/Conv2d_0b_1x1/Relu 85.2 330.4 2.134
80 ...ceptionV3/Mixed_7a/Branch_0/Conv2d_0a_1x1/Relu 85.2 328.6 2.145
81 ...ceptionV3/Mixed_7a/Branch_0/Conv2d_1a_3x3/Relu 70.8 937.8 2.146
82 ...ceptionV3/Mixed_7a/Branch_1/Conv2d_0a_1x1/Relu 85.2 330.4 2.134
83 ...ceptionV3/Mixed_7a/Branch_1/Conv2d_0b_1x7/Relu 149.2 322.2 3.835
84 ...ceptionV3/Mixed_7a/Branch_1/Conv2d_0c_7x1/Relu 149.2 324.4 3.809
85 ...ceptionV3/Mixed_7a/Branch_1/Conv2d_1a_3x3/Relu 42.5 1057.6 1.502
86 ...ionV3/Mixed_7a/Branch_2/MaxPool_1a_3x3/MaxPool 0.4 1208.5 0.352
87 ...ceptionV3/Mixed_7b/Branch_0/Conv2d_0a_1x1/Relu 52.4 538.4 1.742
88 ...ceptionV3/Mixed_7b/Branch_1/Conv2d_0a_1x1/Relu 62.9 592.1 1.848
89 ...ceptionV3/Mixed_7b/Branch_1/Conv2d_0b_1x3/Relu 56.6 568.2 1.736
90 ...ceptionV3/Mixed_7b/Branch_1/Conv2d_0b_3x1/Relu 56.6 560.8 1.759
91 ...ceptionV3/Mixed_7b/Branch_2/Conv2d_0a_1x1/Relu 73.4 671.1 1.864
92 ...ceptionV3/Mixed_7b/Branch_2/Conv2d_0b_3x3/Relu 198.2 722.8 4.776
93 ...ceptionV3/Mixed_7b/Branch_2/Conv2d_0c_1x3/Relu 56.6 565.2 1.746
94 ...ceptionV3/Mixed_7b/Branch_2/Conv2d_0d_3x1/Relu 56.6 567.0 1.740
95 ...ionV3/Mixed_7b/Branch_3/AvgPool_0a_3x3/AvgPool 1.5 272.8 0.582
96 ...ceptionV3/Mixed_7b/Branch_3/Conv2d_0b_1x1/Relu 31.5 448.3 1.395
97 ...ceptionV3/Mixed_7c/Branch_0/Conv2d_0a_1x1/Relu 83.9 527.1 2.847
98 ...ceptionV3/Mixed_7c/Branch_1/Conv2d_0a_1x1/Relu 100.7 750.6 2.333
99 ...ceptionV3/Mixed_7c/Branch_1/Conv2d_0b_1x3/Relu 56.6 550.8 1.791
100 ...ceptionV3/Mixed_7c/Branch_1/Conv2d_0c_3x1/Relu 56.6 550.3 1.793
101 ...ceptionV3/Mixed_7c/Branch_2/Conv2d_0a_1x1/Relu 117.4 570.6 3.507
102 ...ceptionV3/Mixed_7c/Branch_2/Conv2d_0b_3x3/Relu 198.2 726.1 4.754
103 ...ceptionV3/Mixed_7c/Branch_2/Conv2d_0c_1x3/Relu 56.6 573.2 1.721
104 ...ceptionV3/Mixed_7c/Branch_2/Conv2d_0d_3x1/Relu 56.6 563.2 1.752
105 ...ionV3/Mixed_7c/Branch_3/AvgPool_0a_3x3/AvgPool 2.4 268.9 0.944
106 ...ceptionV3/Mixed_7c/Branch_3/Conv2d_0b_1x1/Relu 50.3 663.8 1.507
107 InceptionV3/AuxLogits/AvgPool_1a_5x5/AvgPool 1.0 752.1 0.565
108 InceptionV3/AuxLogits/Conv2d_1b_1x1/Relu 4.9 544.8 0.412
109 InceptionV3/AuxLogits/Conv2d_2a_5x5/Relu 4.9 1084.2 4.498
110 InceptionV3/AuxLogits/Conv2d_2b_1x1/BiasAdd 1.5 1952.3 0.753
111 InceptionV3/Logits/AvgPool_1a_8x8/AvgPool 0.3 1058.2 0.240
112 InceptionV3/Logits/Conv2d_1c_1x1/BiasAdd 4.1 2077.8 1.885
113 InceptionV3/Predictions/Softmax 0.0 19.0 0.201
-------------------------------------------------------------------------------
Total inference time 326.33
-------------------------------------------------------------------------------
Generating Profile Report 'output_report.html'...
mvNCCheck -s 12 output/inception-v3.meta -in=input -on=InceptionV3/Predictions/Reshape_1 -i ../../data/images/cat.jpg -id 917 -M 128 -S 2 -cs 0,1,2 -metric top1
mvNCCheck v02.00, Copyright @ Movidius Ltd 2016
/usr/local/lib/python3.5/dist-packages/tensorflow/python/framework/ops.py:766: DeprecationWarning: builtin type EagerTensor has no __module__ attribute
EagerTensor = c_api.TFE_Py_InitEagerTensor(_EagerTensorBase)
/usr/local/lib/python3.5/dist-packages/tensorflow/python/util/tf_inspect.py:45: DeprecationWarning: inspect.getargspec() is deprecated, use inspect.signature() instead
if d.decorator_argspec is not None), _inspect.getargspec(target))
/usr/local/lib/python3.5/dist-packages/skimage/transform/_warps.py:84: UserWarning: The default mode, 'constant', will be changed to 'reflect' in skimage 0.15.
warn("The default mode, 'constant', will be changed to 'reflect' in "
Layer InceptionV3/InceptionV3/Mixed_5c/Branch_0/Conv2d_0a_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_5c/Branch_3/Conv2d_0b_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_5d/Branch_0/Conv2d_0a_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_5d/Branch_3/Conv2d_0b_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_6a/Branch_0/Conv2d_1a_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_6b/Branch_0/Conv2d_0a_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_6b/Branch_3/Conv2d_0b_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_6c/Branch_0/Conv2d_0a_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_6c/Branch_3/Conv2d_0b_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_6d/Branch_0/Conv2d_0a_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_6d/Branch_3/Conv2d_0b_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_6e/Branch_0/Conv2d_0a_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_6e/Branch_3/Conv2d_0b_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_7b/Branch_0/Conv2d_0a_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_7b/Branch_1/Conv2d_0b_1x3/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_7b/Branch_1/Conv2d_0b_3x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0c_1x3/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0d_3x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_7b/Branch_3/Conv2d_0b_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_7c/Branch_0/Conv2d_0a_1x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_7c/Branch_1/Conv2d_0b_1x3/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_7c/Branch_1/Conv2d_0c_3x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0c_1x3/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0d_3x1/Relu forced to im2col_v2, because its output is used in concat
Layer InceptionV3/InceptionV3/Mixed_7c/Branch_3/Conv2d_0b_1x1/Relu forced to im2col_v2, because its output is used in concat
/usr/local/bin/ncsdk/Controllers/FileIO.py:52: UserWarning: You are using a large type. Consider reducing your data sizes for best performance
"Consider reducing your data sizes for best performance\033[0m")
USB: Transferring Data...
USB: Myriad Execution Finished
USB: Myriad Connection Closing.
USB: Myriad Connection Closed.
Result: Validation Pass
Result: (1, 1, 1001)
1) 917 1.0
Expected: (1, 1, 1, 1001)
1) 917 1.0
------------------------------------------------------------
Obtained values
------------------------------------------------------------
Obtained Min Pixel Accuracy: 0.0% (max allowed=2%), Pass
Obtained Average Pixel Accuracy: 0.0% (max allowed=1%), Pass
Obtained Percentage of wrong values: 0.0% (max allowed=0%), Pass
Obtained Pixel-wise L2 error: 0.0% (max allowed=1%), Pass
Obtained Global Sum Difference: 0.0
------------------------------------------------------------
test -f graph || mvNCCompile -s 12 output/inception-v3.meta -in=input -on=InceptionV3/Predictions/Reshape_1
eepp@sisters:inception_v3$ emacs ~/tmp/ncsdk112
ncsdk112log.txt ncsdk112.txt ncsdk112.txt~
eepp@sisters:inception_v3$ emacs ~/tmp/ncsdk112
ncsdk112log.txt ncsdk112.txt ncsdk112.txt~
eepp@sisters:inception_v3$ emacs ~/tmp/ncsdk112tensor.txt&
[2] 28253
