NCS 2.08.01 Tensorflow Examples Make Log
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eepp@sisters: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) mvNCProfile --new-parser -s 4 output/inception-v3.meta -in=input -on=InceptionV3/Predictions/Reshape_1 /usr/local/bin/ncsdk/Controllers/Parsers/TensorFlowParser/Convolution.py:46: SyntaxWarning: assertion is always true, perhaps remove parentheses? assert(False, "Layer type not supported by Convolution: " + obj.type) /usr/local/bin/ncsdk/Controllers/Parsers/Phases.py:322: SyntaxWarning: assertion is always true, perhaps remove parentheses? assert(len(pred) == 1, "Slice not supported to have >1 predecessors") mvNCProfile v02.00, Copyright @ Intel Corporation 2017 ****** Info: No Weights provided. inferred path: output/inception-v3.data-00000-of-00001****** output/inception-v3.meta 2019-01-28 19:44:21.402450: I tensorflow/core/platform/cpu_feature_guard.cc:141] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 FMA output tensor shape (1, 1, 1, 1001) Fusing DeptwiseConv + Pointwise Convolution into plain Convolution Fusing Add and Batch after Convolution Fusing Pad and Convolution2D Fusing BatchNorm and Scale after Convolution Replacing BN with Bias&Scale Fusing Permute and Flatten Fusing Eltwise and Relu Eliminate layers that have been parsed as NoOp Evaluating input and weigths for each hw layer -------------------------------------- ---------------------- ---------------------- # Network Input tensors ['input:0#327'] # Network Output tensors ['InceptionV3/Predictions/Reshape_1:0#653'] Blob generated USB: Transferring Data... Time to Execute : 599.49 ms USB: Myriad Execution Finished Time to Execute : 574.04 ms USB: Myriad Execution Finished Output is in Channel Minor format USB: Myriad Connection Closing. USB: Myriad Connection Closed. Network Summary Detailed Per Layer Profile Bandwidth time # Name MFLOPs (MB/s) (ms) ============================================================================== 0 input 0.0 0.0 0.004 1 InceptionV3/InceptionV3/Conv2d_1a_3x3/Conv2D 38.4 113.3 4.529 2 InceptionV3/InceptionV3/Conv2d_1a_3x3/Relu 2.1 1898.3 0.714 3 InceptionV3/InceptionV3/Conv2d_2a_3x3/Conv2D 398.3 69.7 19.703 4 InceptionV3/InceptionV3/Conv2d_2a_3x3/Relu 2.1 1897.5 0.695 5 InceptionV3/InceptionV3/Conv2d_2b_3x3/Conv2D 796.6 38.0 35.626 6 InceptionV3/InceptionV3/Conv2d_2b_3x3/Relu 4.1 1930.3 1.367 7 ...ptionV3/InceptionV3/MaxPool_3a_3x3/MaxPool 3.1 1440.1 1.832 8 InceptionV3/InceptionV3/Conv2d_3b_1x1/Conv2D 54.6 222.7 2.966 9 InceptionV3/InceptionV3/Conv2d_3b_1x1/Relu 1.3 1857.1 0.438 10 InceptionV3/InceptionV3/Conv2d_4a_3x3/Conv2D 1393.7 19.6 55.041 11 InceptionV3/InceptionV3/Conv2d_4a_3x3/Relu 2.9 1915.1 0.964 12 ...ptionV3/InceptionV3/MaxPool_5a_3x3/MaxPool 2.1 1284.2 1.438 13 ...nV3/Mixed_5b/Branch_0/Conv2d_0a_1x1/Conv2D 30.1 356.3 1.325 14 ...ionV3/Mixed_5b/Branch_0/Conv2d_0a_1x1/Relu 0.2 1626.0 0.092 15 ...nV3/Mixed_5b/Branch_1/Conv2d_0a_1x1/Conv2D 22.6 451.0 1.034 16 ...ionV3/Mixed_5b/Branch_1/Conv2d_0a_1x1/Relu 0.2 1500.7 0.075 17 ...nV3/Mixed_5b/Branch_1/Conv2d_0b_5x5/Conv2D 188.2 29.7 8.698 18 ...ionV3/Mixed_5b/Branch_1/Conv2d_0b_5x5/Relu 0.2 1627.5 0.092 19 ...nV3/Mixed_5b/Branch_2/Conv2d_0a_1x1/Conv2D 30.1 355.6 1.328 20 ...ionV3/Mixed_5b/Branch_2/Conv2d_0a_1x1/Relu 0.2 1599.7 0.094 21 ...nV3/Mixed_5b/Branch_2/Conv2d_0b_3x3/Conv2D 135.5 29.3 8.704 22 ...ionV3/Mixed_5b/Branch_2/Conv2d_0b_3x3/Relu 0.4 1718.4 0.131 23 ...nV3/Mixed_5b/Branch_2/Conv2d_0c_3x3/Conv2D 203.2 43.1 8.889 24 ...ionV3/Mixed_5b/Branch_2/Conv2d_0c_3x3/Relu 0.4 1691.8 0.133 25 ...3/Mixed_5b/Branch_3/AvgPool_0a_3x3/AvgPool 4.2 594.1 0.756 26 ...nV3/Mixed_5b/Branch_3/Conv2d_0b_1x1/Conv2D 15.1 606.6 0.759 27 ...ionV3/Mixed_5b/Branch_3/Conv2d_0b_1x1/Relu 0.1 1337.1 0.056 28 ...nV3/Mixed_5c/Branch_0/Conv2d_0a_1x1/Conv2D 40.1 360.3 1.747 29 ...ionV3/Mixed_5c/Branch_0/Conv2d_0a_1x1/Relu 0.2 1623.1 0.092 30 ...nV3/Mixed_5c/Branch_1/Conv2d_0b_1x1/Conv2D 30.1 478.5 1.299 31 ...ionV3/Mixed_5c/Branch_1/Conv2d_0b_1x1/Relu 0.2 1498.5 0.075 32 ...nV3/Mixed_5c/Branch_1/Conv_1_0c_5x5/Conv2D 188.2 29.7 8.702 33 ...ionV3/Mixed_5c/Branch_1/Conv_1_0c_5x5/Relu 0.2 1617.2 0.093 34 ...nV3/Mixed_5c/Branch_2/Conv2d_0a_1x1/Conv2D 40.1 356.7 1.765 35 ...ionV3/Mixed_5c/Branch_2/Conv2d_0a_1x1/Relu 0.2 1603.5 0.093 36 ...nV3/Mixed_5c/Branch_2/Conv2d_0b_3x3/Conv2D 135.5 29.3 8.698 37 ...ionV3/Mixed_5c/Branch_2/Conv2d_0b_3x3/Relu 0.4 1703.6 0.132 38 ...nV3/Mixed_5c/Branch_2/Conv2d_0c_3x3/Conv2D 203.2 43.0 8.890 39 ...ionV3/Mixed_5c/Branch_2/Conv2d_0c_3x3/Relu 0.4 1705.0 0.132 40 ...3/Mixed_5c/Branch_3/AvgPool_0a_3x3/AvgPool 5.6 617.3 0.970 41 ...nV3/Mixed_5c/Branch_3/Conv2d_0b_1x1/Conv2D 40.1 357.4 1.761 42 ...ionV3/Mixed_5c/Branch_3/Conv2d_0b_1x1/Relu 0.2 1617.5 0.093 43 ...nV3/Mixed_5d/Branch_0/Conv2d_0a_1x1/Conv2D 45.2 361.7 1.958 44 ...ionV3/Mixed_5d/Branch_0/Conv2d_0a_1x1/Relu 0.2 1629.1 0.092 45 ...nV3/Mixed_5d/Branch_1/Conv2d_0a_1x1/Conv2D 33.9 476.1 1.469 46 ...ionV3/Mixed_5d/Branch_1/Conv2d_0a_1x1/Relu 0.2 1499.9 0.075 47 ...nV3/Mixed_5d/Branch_1/Conv2d_0b_5x5/Conv2D 188.2 29.8 8.688 48 ...ionV3/Mixed_5d/Branch_1/Conv2d_0b_5x5/Relu 0.2 1617.6 0.093 49 ...nV3/Mixed_5d/Branch_2/Conv2d_0a_1x1/Conv2D 45.2 362.1 1.956 50 ...ionV3/Mixed_5d/Branch_2/Conv2d_0a_1x1/Relu 0.2 1618.7 0.092 51 ...nV3/Mixed_5d/Branch_2/Conv2d_0b_3x3/Conv2D 135.5 29.3 8.702 52 ...ionV3/Mixed_5d/Branch_2/Conv2d_0b_3x3/Relu 0.4 1706.7 0.132 53 ...nV3/Mixed_5d/Branch_2/Conv2d_0c_3x3/Conv2D 203.2 43.0 8.890 54 ...ionV3/Mixed_5d/Branch_2/Conv2d_0c_3x3/Relu 0.4 1706.0 0.132 55 ...3/Mixed_5d/Branch_3/AvgPool_0a_3x3/AvgPool 6.4 600.5 1.122 56 ...nV3/Mixed_5d/Branch_3/Conv2d_0b_1x1/Conv2D 45.2 360.9 1.962 57 ...ionV3/Mixed_5d/Branch_3/Conv2d_0b_1x1/Relu 0.2 1624.3 0.092 58 ...nV3/Mixed_6a/Branch_0/Conv2d_1a_1x1/Conv2D 575.3 101.9 25.241 59 ...ionV3/Mixed_6a/Branch_0/Conv2d_1a_1x1/Relu 0.3 1700.0 0.125 60 ...nV3/Mixed_6a/Branch_1/Conv2d_0a_1x1/Conv2D 45.2 362.3 1.955 61 ...ionV3/Mixed_6a/Branch_1/Conv2d_0a_1x1/Relu 0.2 1610.4 0.093 62 ...nV3/Mixed_6a/Branch_1/Conv2d_0b_3x3/Conv2D 135.5 29.3 8.697 63 ...ionV3/Mixed_6a/Branch_1/Conv2d_0b_3x3/Relu 0.4 1711.5 0.131 64 ...nV3/Mixed_6a/Branch_1/Conv2d_1a_1x1/Conv2D 47.9 156.6 2.443 65 ...ionV3/Mixed_6a/Branch_1/Conv2d_1a_1x1/Relu 0.1 1264.7 0.042 66 ...3/Mixed_6a/Branch_2/MaxPool_1a_3x3/MaxPool 0.7 1416.2 0.476 67 ...V3/Mixed_6b/Branch_0/Conv2d_0a_1x1/Conv2D 85.2 189.9 3.712 68 ...onV3/Mixed_6b/Branch_0/Conv2d_0a_1x1/Relu 0.2 1498.6 0.071 69 ...V3/Mixed_6b/Branch_1/Conv2d_0a_1x1/Conv2D 56.8 235.6 2.593 70 ...onV3/Mixed_6b/Branch_1/Conv2d_0a_1x1/Relu 0.1 1350.4 0.052 71 ...V3/Mixed_6b/Branch_1/Conv2d_0b_1x7/Conv2D 66.3 80.2 3.610 72 ...onV3/Mixed_6b/Branch_1/Conv2d_0b_1x7/Relu 0.1 1355.1 0.052 73 ...V3/Mixed_6b/Branch_1/Conv2d_0c_7x1/Conv2D 99.4 88.8 4.494 74 ...onV3/Mixed_6b/Branch_1/Conv2d_0c_7x1/Relu 0.2 1504.6 0.071 75 ...V3/Mixed_6b/Branch_2/Conv2d_0a_1x1/Conv2D 56.8 235.5 2.595 76 ...onV3/Mixed_6b/Branch_2/Conv2d_0a_1x1/Relu 0.1 1362.2 0.052 77 ...V3/Mixed_6b/Branch_2/Conv2d_0b_7x1/Conv2D 66.3 81.5 3.555 78 ...onV3/Mixed_6b/Branch_2/Conv2d_0b_7x1/Relu 0.1 1341.0 0.053 79 ...V3/Mixed_6b/Branch_2/Conv2d_0c_1x7/Conv2D 66.3 80.2 3.611 80 ...onV3/Mixed_6b/Branch_2/Conv2d_0c_1x7/Relu 0.1 1319.1 0.054 81 ...V3/Mixed_6b/Branch_2/Conv2d_0d_7x1/Conv2D 66.3 81.4 3.557 82 ...onV3/Mixed_6b/Branch_2/Conv2d_0d_7x1/Relu 0.1 1365.2 0.052 83 ...V3/Mixed_6b/Branch_2/Conv2d_0e_1x7/Conv2D 99.4 87.8 4.545 84 ...onV3/Mixed_6b/Branch_2/Conv2d_0e_1x7/Relu 0.2 1517.5 0.070 85 .../Mixed_6b/Branch_3/AvgPool_0a_3x3/AvgPool 4.0 529.3 0.803 86 ...V3/Mixed_6b/Branch_3/Conv2d_0b_1x1/Conv2D 85.2 190.0 3.710 87 ...onV3/Mixed_6b/Branch_3/Conv2d_0b_1x1/Relu 0.2 1512.0 0.070 88 ...V3/Mixed_6c/Branch_0/Conv2d_0a_1x1/Conv2D 85.2 190.0 3.710 89 ...onV3/Mixed_6c/Branch_0/Conv2d_0a_1x1/Relu 0.2 1505.5 0.071 90 ...V3/Mixed_6c/Branch_1/Conv2d_0a_1x1/Conv2D 71.0 169.5 3.883 91 ...onV3/Mixed_6c/Branch_1/Conv2d_0a_1x1/Relu 0.1 1437.8 0.062 92 ...V3/Mixed_6c/Branch_1/Conv2d_0b_1x7/Conv2D 103.6 69.3 6.208 93 ...onV3/Mixed_6c/Branch_1/Conv2d_0b_1x7/Relu 0.1 1338.4 0.066 94 ...V3/Mixed_6c/Branch_1/Conv2d_0c_7x1/Conv2D 124.3 84.3 5.918 95 ...onV3/Mixed_6c/Branch_1/Conv2d_0c_7x1/Relu 0.2 1434.5 0.074 96 ...V3/Mixed_6c/Branch_2/Conv2d_0a_1x1/Conv2D 71.0 168.4 3.909 97 ...onV3/Mixed_6c/Branch_2/Conv2d_0a_1x1/Relu 0.1 1419.4 0.062 98 ...V3/Mixed_6c/Branch_2/Conv2d_0b_7x1/Conv2D 103.6 70.1 6.139 99 ...onV3/Mixed_6c/Branch_2/Conv2d_0b_7x1/Relu 0.1 1359.2 0.065 100 ...V3/Mixed_6c/Branch_2/Conv2d_0c_1x7/Conv2D 103.6 69.1 6.227 101 ...onV3/Mixed_6c/Branch_2/Conv2d_0c_1x7/Relu 0.1 1352.8 0.065 102 ...V3/Mixed_6c/Branch_2/Conv2d_0d_7x1/Conv2D 103.6 69.9 6.159 103 ...onV3/Mixed_6c/Branch_2/Conv2d_0d_7x1/Relu 0.1 1357.4 0.065 104 ...V3/Mixed_6c/Branch_2/Conv2d_0e_1x7/Conv2D 124.3 83.3 5.989 105 ...onV3/Mixed_6c/Branch_2/Conv2d_0e_1x7/Relu 0.2 1417.6 0.075 106 .../Mixed_6c/Branch_3/AvgPool_0a_3x3/AvgPool 4.0 510.1 0.833 107 ...V3/Mixed_6c/Branch_3/Conv2d_0b_1x1/Conv2D 85.2 188.3 3.745 108 ...onV3/Mixed_6c/Branch_3/Conv2d_0b_1x1/Relu 0.2 1499.4 0.071 109 ...V3/Mixed_6d/Branch_0/Conv2d_0a_1x1/Conv2D 85.2 190.0 3.711 110 ...onV3/Mixed_6d/Branch_0/Conv2d_0a_1x1/Relu 0.2 1503.5 0.071 111 ...V3/Mixed_6d/Branch_1/Conv2d_0a_1x1/Conv2D 71.0 169.6 3.881 112 ...onV3/Mixed_6d/Branch_1/Conv2d_0a_1x1/Relu 0.1 1436.7 0.062 113 ...V3/Mixed_6d/Branch_1/Conv2d_0b_1x7/Conv2D 103.6 69.4 6.204 114 ...onV3/Mixed_6d/Branch_1/Conv2d_0b_1x7/Relu 0.1 1333.6 0.066 115 ...V3/Mixed_6d/Branch_1/Conv2d_0c_7x1/Conv2D 124.3 84.3 5.916 116 ...onV3/Mixed_6d/Branch_1/Conv2d_0c_7x1/Relu 0.2 1428.4 0.074 117 ...V3/Mixed_6d/Branch_2/Conv2d_0a_1x1/Conv2D 71.0 168.2 3.911 118 ...onV3/Mixed_6d/Branch_2/Conv2d_0a_1x1/Relu 0.1 1445.4 0.061 119 ...V3/Mixed_6d/Branch_2/Conv2d_0b_7x1/Conv2D 103.6 70.1 6.143 120 ...onV3/Mixed_6d/Branch_2/Conv2d_0b_7x1/Relu 0.1 1335.3 0.066 121 ...V3/Mixed_6d/Branch_2/Conv2d_0c_1x7/Conv2D 103.6 69.1 6.225 122 ...onV3/Mixed_6d/Branch_2/Conv2d_0c_1x7/Relu 0.1 1334.0 0.066 123 ...V3/Mixed_6d/Branch_2/Conv2d_0d_7x1/Conv2D 103.6 69.9 6.155 124 ...onV3/Mixed_6d/Branch_2/Conv2d_0d_7x1/Relu 0.1 1337.8 0.066 125 ...V3/Mixed_6d/Branch_2/Conv2d_0e_1x7/Conv2D 124.3 83.4 5.983 126 ...onV3/Mixed_6d/Branch_2/Conv2d_0e_1x7/Relu 0.2 1436.2 0.074 127 .../Mixed_6d/Branch_3/AvgPool_0a_3x3/AvgPool 4.0 512.3 0.829 128 ...V3/Mixed_6d/Branch_3/Conv2d_0b_1x1/Conv2D 85.2 188.4 3.741 129 ...onV3/Mixed_6d/Branch_3/Conv2d_0b_1x1/Relu 0.2 1506.7 0.070 130 ...V3/Mixed_6e/Branch_0/Conv2d_0a_1x1/Conv2D 85.2 190.0 3.711 131 ...onV3/Mixed_6e/Branch_0/Conv2d_0a_1x1/Relu 0.2 1524.5 0.070 132 ...V3/Mixed_6e/Branch_1/Conv2d_0a_1x1/Conv2D 85.2 189.9 3.712 133 ...onV3/Mixed_6e/Branch_1/Conv2d_0a_1x1/Relu 0.2 1486.6 0.071 134 ...V3/Mixed_6e/Branch_1/Conv2d_0b_1x7/Conv2D 149.2 87.9 6.805 135 ...onV3/Mixed_6e/Branch_1/Conv2d_0b_1x7/Relu 0.2 1501.5 0.071 136 ...V3/Mixed_6e/Branch_1/Conv2d_0c_7x1/Conv2D 149.2 89.1 6.714 137 ...onV3/Mixed_6e/Branch_1/Conv2d_0c_7x1/Relu 0.2 1499.3 0.071 138 ...V3/Mixed_6e/Branch_2/Conv2d_0a_1x1/Conv2D 85.2 190.0 3.710 139 ...onV3/Mixed_6e/Branch_2/Conv2d_0a_1x1/Relu 0.2 1493.0 0.071 140 ...V3/Mixed_6e/Branch_2/Conv2d_0b_7x1/Conv2D 149.2 89.1 6.716 141 ...onV3/Mixed_6e/Branch_2/Conv2d_0b_7x1/Relu 0.2 1484.5 0.072 142 ...V3/Mixed_6e/Branch_2/Conv2d_0c_1x7/Conv2D 149.2 87.9 6.805 143 ...onV3/Mixed_6e/Branch_2/Conv2d_0c_1x7/Relu 0.2 1479.1 0.072 144 ...V3/Mixed_6e/Branch_2/Conv2d_0d_7x1/Conv2D 149.2 89.1 6.718 145 ...onV3/Mixed_6e/Branch_2/Conv2d_0d_7x1/Relu 0.2 1498.3 0.071 146 ...V3/Mixed_6e/Branch_2/Conv2d_0e_1x7/Conv2D 149.2 87.9 6.805 147 ...onV3/Mixed_6e/Branch_2/Conv2d_0e_1x7/Relu 0.2 1499.0 0.071 148 .../Mixed_6e/Branch_3/AvgPool_0a_3x3/AvgPool 4.0 510.6 0.832 149 ...V3/Mixed_6e/Branch_3/Conv2d_0b_1x1/Conv2D 85.2 190.1 3.708 150 ...onV3/Mixed_6e/Branch_3/Conv2d_0b_1x1/Relu 0.2 1506.3 0.071 151 ...V3/Mixed_7a/Branch_0/Conv2d_0a_1x1/Conv2D 85.2 190.0 3.711 152 ...onV3/Mixed_7a/Branch_0/Conv2d_0a_1x1/Relu 0.2 1481.6 0.072 153 ...V3/Mixed_7a/Branch_0/Conv2d_1a_3x3/Conv2D 70.8 333.5 3.481 154 ...onV3/Mixed_7a/Branch_0/Conv2d_1a_3x3/Relu 0.1 1117.7 0.035 155 ...V3/Mixed_7a/Branch_1/Conv2d_0a_1x1/Conv2D 85.2 190.0 3.711 156 ...onV3/Mixed_7a/Branch_1/Conv2d_0a_1x1/Relu 0.2 1506.3 0.071 157 ...V3/Mixed_7a/Branch_1/Conv2d_0b_1x7/Conv2D 149.2 87.9 6.807 158 ...onV3/Mixed_7a/Branch_1/Conv2d_0b_1x7/Relu 0.2 1493.1 0.071 159 ...V3/Mixed_7a/Branch_1/Conv2d_0c_7x1/Conv2D 149.2 89.1 6.715 160 ...onV3/Mixed_7a/Branch_1/Conv2d_0c_7x1/Relu 0.2 1475.2 0.072 161 ...V3/Mixed_7a/Branch_1/Conv2d_1a_3x3/Conv2D 42.5 341.7 2.163 162 ...onV3/Mixed_7a/Branch_1/Conv2d_1a_3x3/Relu 0.0 803.5 0.030 163 .../Mixed_7a/Branch_2/MaxPool_1a_3x3/MaxPool 0.4 1271.3 0.334 164 ...V3/Mixed_7b/Branch_0/Conv2d_0a_1x1/Conv2D 52.4 350.7 2.675 165 ...onV3/Mixed_7b/Branch_0/Conv2d_0a_1x1/Relu 0.1 992.6 0.040 166 ...V3/Mixed_7b/Branch_1/Conv2d_0a_1x1/Conv2D 62.9 361.6 3.027 167 ...onV3/Mixed_7b/Branch_1/Conv2d_0a_1x1/Relu 0.1 1075.8 0.044 168 ...V3/Mixed_7b/Branch_1/Conv2d_0b_1x3/Conv2D 56.6 309.8 2.877 169 ...onV3/Mixed_7b/Branch_1/Conv2d_0b_1x3/Relu 0.1 1186.7 0.040 170 ...V3/Mixed_7b/Branch_1/Conv2d_0b_3x1/Conv2D 56.6 313.6 2.842 171 ...onV3/Mixed_7b/Branch_1/Conv2d_0b_3x1/Relu 0.1 1189.8 0.040 172 ...V3/Mixed_7b/Branch_2/Conv2d_0a_1x1/Conv2D 73.4 341.0 3.668 173 ...onV3/Mixed_7b/Branch_2/Conv2d_0a_1x1/Relu 0.1 1171.9 0.047 174 ...V3/Mixed_7b/Branch_2/Conv2d_0b_3x3/Conv2D 198.2 342.2 8.791 175 ...onV3/Mixed_7b/Branch_2/Conv2d_0b_3x3/Relu 0.1 1194.0 0.040 176 ...V3/Mixed_7b/Branch_2/Conv2d_0c_1x3/Conv2D 56.6 312.4 2.853 177 ...onV3/Mixed_7b/Branch_2/Conv2d_0c_1x3/Relu 0.1 1206.1 0.039 178 ...V3/Mixed_7b/Branch_2/Conv2d_0d_3x1/Conv2D 56.6 314.8 2.831 179 ...onV3/Mixed_7b/Branch_2/Conv2d_0d_3x1/Relu 0.1 1191.0 0.040 180 .../Mixed_7b/Branch_3/AvgPool_0a_3x3/AvgPool 1.5 370.6 0.428 181 ...V3/Mixed_7b/Branch_3/Conv2d_0b_1x1/Conv2D 31.5 367.4 1.702 182 ...onV3/Mixed_7b/Branch_3/Conv2d_0b_1x1/Relu 0.0 705.6 0.034 183 ...V3/Mixed_7c/Branch_0/Conv2d_0a_1x1/Conv2D 83.9 388.6 3.862 184 ...onV3/Mixed_7c/Branch_0/Conv2d_0a_1x1/Relu 0.1 1118.6 0.035 185 ...V3/Mixed_7c/Branch_1/Conv2d_0a_1x1/Conv2D 100.7 403.2 4.343 186 ...onV3/Mixed_7c/Branch_1/Conv2d_0a_1x1/Relu 0.1 1099.8 0.043 187 ...V3/Mixed_7c/Branch_1/Conv2d_0b_1x3/Conv2D 56.6 311.7 2.859 188 ...onV3/Mixed_7c/Branch_1/Conv2d_0b_1x3/Relu 0.1 1187.9 0.040 189 ...V3/Mixed_7c/Branch_1/Conv2d_0c_3x1/Conv2D 56.6 314.1 2.838 190 ...onV3/Mixed_7c/Branch_1/Conv2d_0c_3x1/Relu 0.1 1199.0 0.040 191 ...V3/Mixed_7c/Branch_2/Conv2d_0a_1x1/Conv2D 117.4 370.8 5.396 192 ...onV3/Mixed_7c/Branch_2/Conv2d_0a_1x1/Relu 0.1 1236.5 0.045 193 ...V3/Mixed_7c/Branch_2/Conv2d_0b_3x3/Conv2D 198.2 343.1 8.768 194 ...onV3/Mixed_7c/Branch_2/Conv2d_0b_3x3/Relu 0.1 1199.5 0.040 195 ...V3/Mixed_7c/Branch_2/Conv2d_0c_1x3/Conv2D 56.6 313.3 2.845 196 ...onV3/Mixed_7c/Branch_2/Conv2d_0c_1x3/Relu 0.1 1202.5 0.040 197 ...V3/Mixed_7c/Branch_2/Conv2d_0d_3x1/Conv2D 56.6 314.0 2.838 198 ...onV3/Mixed_7c/Branch_2/Conv2d_0d_3x1/Relu 0.1 1200.3 0.040 199 .../Mixed_7c/Branch_3/AvgPool_0a_3x3/AvgPool 2.4 390.6 0.650 200 ...V3/Mixed_7c/Branch_3/Conv2d_0b_1x1/Conv2D 50.3 430.7 2.323 201 ...onV3/Mixed_7c/Branch_3/Conv2d_0b_1x1/Relu 0.0 793.5 0.030 202 InceptionV3/Logits/AvgPool_1a_8x8/AvgPool 0.3 1068.3 0.238 203 InceptionV3/Logits/Dropout_1b/Identity 0.0 0.0 0.001 204 InceptionV3/Logits/Conv2d_1c_1x1/Conv2D 4.1 1327.5 2.950 205 InceptionV3/Predictions/Reshape 0.0 456.0 0.008 206 InceptionV3/Predictions/Softmax 0.0 19.7 0.194 207 InceptionV3/Predictions/Reshape_1 0.0 625.1 0.006 ------------------------------------------------------------------------------ Total inference time 567.58 ------------------------------------------------------------------------------ Generating Profile Report 'output_report.html'... mvNCCheck --new-parser -s 4 output/inception-v3.meta -in=input -on=InceptionV3/Predictions/Reshape_1 -i ../../data/images/cat.jpg -metric top1 -cs 0,1,2 /usr/local/bin/ncsdk/Controllers/Parsers/TensorFlowParser/Convolution.py:46: SyntaxWarning: assertion is always true, perhaps remove parentheses? assert(False, "Layer type not supported by Convolution: " + obj.type) /usr/local/bin/ncsdk/Controllers/Parsers/Phases.py:322: SyntaxWarning: assertion is always true, perhaps remove parentheses? assert(len(pred) == 1, "Slice not supported to have >1 predecessors") mvNCCheck v02.00, Copyright @ Intel Corporation 2017 ****** Info: No Weights provided. inferred path: output/inception-v3.data-00000-of-00001****** output/inception-v3.meta 2019-01-28 19:45:04.268415: I tensorflow/core/platform/cpu_feature_guard.cc:141] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 FMA output tensor shape (1, 1, 1, 1001) /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. Fusing DeptwiseConv + Pointwise Convolution into plain Convolution Fusing Add and Batch after Convolution Fusing Pad and Convolution2D Fusing BatchNorm and Scale after Convolution Replacing BN with Bias&Scale Fusing Permute and Flatten Fusing Eltwise and Relu Eliminate layers that have been parsed as NoOp Evaluating input and weigths for each hw layer -------------------------------------- ---------------------- ---------------------- # Network Input tensors ['input:0#327'] # Network Output tensors ['InceptionV3/Predictions/Reshape_1:0#653'] Blob generated USB: Transferring Data... USB: Myriad Execution Finished Output is in Channel Minor format USB: Myriad Connection Closing. USB: Myriad Connection Closed. Result: Validation Pass Result: (1, 1001, 1, 1) 1) 282 0.55518 Expected: (1, 1001, 1, 1) 1) 282 0.557058 ------------------------------------------------------------ Obtained values ------------------------------------------------------------ Obtained Min Pixel Accuracy: 1.3701457530260086% (max allowed=2%), Pass Obtained Average Pixel Accuracy: 0.004969913425156847% (max allowed=1%), Pass Obtained Percentage of wrong values: 0.0% (max allowed=0%), Pass Obtained Pixel-wise L2 error: 0.045137492677846704% (max allowed=1%), Pass Obtained Global Sum Difference: 0.027712993323802948 ------------------------------------------------------------ test -f graph || mvNCCompile --new-parser -s 4 output/inception-v3.meta -in=input -on=InceptionV3/Predictions/Reshape_1