GPU Kernel Information Aggregated by Layer
layer_index | layer_name | layer_type | layer_duration (us) | layer_gpu_duration (us) | layer_cpu_duration (us) | layer_flops | layer_dram_read_bytes | layer_dram_write_bytes | layer_achieved_occupancy (%) | layer_arithmetic_intensity (flops/byte) | layer_arithmetic_throughput (GFlops) | layer_memory_bound |
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layer_index | layer_name | layer_type | layer_duration (us) | layer_gpu_duration (us) | layer_cpu_duration (us) | layer_flops | layer_dram_read_bytes | layer_dram_write_bytes | layer_achieved_occupancy (%) | layer_arithmetic_intensity (flops/byte) | layer_arithmetic_throughput (GFlops) | layer_memory_bound |
---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | InceptionV2/InceptionV2/Conv2d_1a_7x7/separable_conv2d/depthwise-0-TransposeNHWCToNCHW-LayoutOptimizer | Transpose | 89.33 | 6.00 | 83.33 | 0 | 3157.33 | 468170.67 | 59.00 | 0.00 | 0.00 | true |
2 | InceptionV2/InceptionV2/Conv2d_1a_7x7/separable_conv2d/depthwise | DepthwiseConv2dNative | 304.67 | 51.00 | 253.67 | 135174144 | 6613.33 | 1535530.67 | 17.35 | 87.65 | 2650.47 | false |
3 | InceptionV2/InceptionV2/Conv2d_1a_7x7/separable_conv2d | Conv2D | 143.33 | 24.33 | 119.00 | 40140800 | 18261.33 | 2287904.00 | 12.44 | 17.41 | 1649.64 | true |
4 | InceptionV2/InceptionV2/Conv2d_1a_7x7/BiasAdd | BiasAdd | 34.00 | 8.33 | 25.67 | 802816 | 384.00 | 1475008.00 | 47.40 | 0.54 | 96.34 | true |
5 | InceptionV2/InceptionV2/Conv2d_1a_7x7/Relu | Relu | 23.67 | 5.00 | 18.67 | 0 | 256.00 | 1017237.33 | 75.20 | 0.00 | 0.00 | true |
6 | InceptionV2/InceptionV2/MaxPool_2a_3x3/MaxPool | MaxPool | 49.33 | 9.00 | 40.33 | 200704 | 4842.67 | 953333.33 | 53.70 | 0.21 | 22.30 | true |
7 | InceptionV2/InceptionV2/Conv2d_2b_1x1/BatchNorm/batchnorm/mul | Conv2D | 97.00 | 17.00 | 80.00 | 25890816 | 17546.67 | 823616.00 | 14.95 | 30.78 | 1522.99 | false |
8 | InceptionV2/InceptionV2/Conv2d_2b_1x1/BatchNorm/batchnorm/add_1 | Add | 34.67 | 4.00 | 30.67 | 200704 | 3584.00 | 426.67 | 65.10 | 50.04 | 50.18 | false |
9 | InceptionV2/InceptionV2/Conv2d_2b_1x1/Relu | Relu | 19.00 | 4.00 | 15.00 | 0 | 0.00 | 256.00 | 67.50 | 0.00 | 0.00 | true |
10 | InceptionV2/InceptionV2/Conv2d_2c_3x3/BatchNorm/batchnorm/mul | Conv2D | 173.33 | 67.00 | 106.33 | 374022144 | 454656.00 | 2910997.33 | 22.68 | 111.13 | 5582.42 | false |
11 | InceptionV2/InceptionV2/Conv2d_2c_3x3/BatchNorm/batchnorm/add_1 | Add | 26.67 | 6.00 | 20.67 | 602112 | 768.00 | 118656.00 | 73.20 | 5.04 | 100.35 | true |
12 | InceptionV2/InceptionV2/Conv2d_2c_3x3/Relu | Relu | 19.67 | 5.00 | 14.67 | 0 | 0.00 | 22368.00 | 64.80 | 0.00 | 0.00 | true |
13 | InceptionV2/InceptionV2/MaxPool_3a_3x3/MaxPool | MaxPool | 37.67 | 7.00 | 30.67 | 150528 | 0.00 | 601920.00 | 52.40 | 0.25 | 21.50 | true |
14 | InceptionV2/InceptionV2/Mixed_3b/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | 38.00 | 9.00 | 29.00 | 3956397 | 4096.00 | 602944.00 | 53.60 | 6.52 | 439.60 | true |
15 | InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 98.00 | 21.00 | 77.00 | 19710976 | 49493.33 | 251754.67 | 10.38 | 65.43 | 938.62 | false |
16 | InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 97.33 | 21.00 | 76.33 | 19710976 | 49152.00 | 198112.00 | 10.40 | 79.72 | 938.62 | false |
17 | InceptionV2/InceptionV2/Mixed_3b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 95.67 | 21.00 | 74.67 | 19710976 | 49152.00 | 192714.67 | 10.41 | 81.50 | 938.62 | false |
18 | InceptionV2/InceptionV2/Mixed_3b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 94.33 | 20.33 | 74.00 | 9855488 | 24576.00 | 672.00 | 10.69 | 390.35 | 484.70 | false |
19 | InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 25.67 | 4.00 | 21.67 | 50176 | 256.00 | 128.00 | 45.00 | 130.67 | 12.54 | false |
20 | InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 20.00 | 4.00 | 16.00 | 50176 | 256.00 | 0.00 | 44.30 | 196.00 | 12.54 | false |
21 | InceptionV2/InceptionV2/Mixed_3b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 19.00 | 4.00 | 15.00 | 50176 | 256.00 | 0.00 | 44.20 | 196.00 | 12.54 | false |
22 | InceptionV2/InceptionV2/Mixed_3b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 19.67 | 4.00 | 15.67 | 25088 | 128.00 | 42.67 | 43.50 | 147.00 | 6.27 | false |
23 | InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0a_1x1/Relu | Relu | 18.67 | 3.00 | 15.67 | 0 | 0.00 | 0.00 | 43.90 | 0.00 | 0.00 | true |
24 | InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0a_1x1/Relu | Relu | 17.67 | 3.00 | 14.67 | 0 | 0.00 | 0.00 | 43.50 | 0.00 | 0.00 | true |
25 | InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 116.67 | 31.00 | 85.67 | 53686272 | 221184.00 | 336480.00 | 16.93 | 96.27 | 1731.82 | false |
26 | InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 112.67 | 30.00 | 82.67 | 35790848 | 147456.00 | 42.67 | 17.04 | 242.65 | 1193.03 | false |
27 | InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 25.00 | 4.00 | 21.00 | 75264 | 384.00 | 0.00 | 45.00 | 196.00 | 18.82 | false |
28 | InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 19.33 | 4.00 | 15.33 | 50176 | 256.00 | 0.00 | 44.30 | 196.00 | 12.54 | false |
29 | InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0b_3x3/Relu | Relu | 18.00 | 3.00 | 15.00 | 0 | 0.00 | 0.00 | 44.00 | 0.00 | 0.00 | true |
30 | InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul | Conv2D | 121.33 | 40.00 | 81.33 | 80013312 | 331776.00 | 195584.00 | 16.66 | 151.72 | 2000.33 | false |
31 | InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1 | Add | 25.33 | 4.00 | 21.33 | 75264 | 384.00 | 0.00 | 45.10 | 196.00 | 18.82 | false |
32 | InceptionV2/InceptionV2/Mixed_3b/concat | ConcatV2 | 77.67 | 0.00 | 77.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | NaN | true |
33 | InceptionV2/InceptionV2/Mixed_3b/Branch_0/Conv2d_0a_1x1/Relu | Relu | 22.33 | 4.00 | 18.33 | 0 | 0.00 | 168586.67 | 68.00 | 0.00 | 0.00 | true |
34 | InceptionV2/InceptionV2/Mixed_3c/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | 42.00 | 12.00 | 30.00 | 4827031 | 0.00 | 43680.00 | 52.60 | 110.51 | 402.25 | false |
35 | InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 101.67 | 24.33 | 77.33 | 26264576 | 65536.00 | 362.67 | 9.88 | 398.56 | 1079.38 | false |
36 | InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 99.00 | 24.00 | 75.00 | 26264576 | 65536.00 | 2208.00 | 9.48 | 387.70 | 1094.36 | false |
37 | InceptionV2/InceptionV2/Mixed_3c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 98.67 | 24.00 | 74.67 | 26264576 | 65621.33 | 56768.00 | 9.47 | 214.60 | 1094.36 | false |
38 | InceptionV2/InceptionV2/Mixed_3c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 98.67 | 24.00 | 74.67 | 26264576 | 65536.00 | 48373.33 | 9.53 | 230.57 | 1094.36 | false |
39 | InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 26.00 | 4.00 | 22.00 | 50176 | 256.00 | 128.00 | 45.00 | 130.67 | 12.54 | false |
40 | InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 20.00 | 4.00 | 16.00 | 50176 | 256.00 | 85.33 | 44.30 | 147.00 | 12.54 | false |
41 | InceptionV2/InceptionV2/Mixed_3c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 20.00 | 4.00 | 16.00 | 50176 | 256.00 | 170.67 | 44.30 | 117.60 | 12.54 | false |
42 | InceptionV2/InceptionV2/Mixed_3c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 19.67 | 4.00 | 15.67 | 50176 | 256.00 | 47018.67 | 44.40 | 1.06 | 12.54 | true |
43 | InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0a_1x1/Relu | Relu | 18.33 | 3.00 | 15.33 | 0 | 0.00 | 0.00 | 43.90 | 0.00 | 0.00 | true |
44 | InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0a_1x1/Relu | Relu | 17.67 | 3.00 | 14.67 | 0 | 0.00 | 0.00 | 43.50 | 0.00 | 0.00 | true |
45 | InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 115.67 | 31.00 | 84.67 | 53686272 | 221184.00 | 106560.00 | 16.86 | 163.81 | 1731.82 | false |
46 | InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 112.33 | 30.67 | 81.67 | 53686272 | 221184.00 | 42.67 | 17.05 | 242.68 | 1750.62 | false |
47 | InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 24.67 | 4.00 | 20.67 | 75264 | 384.00 | 0.00 | 45.00 | 196.00 | 18.82 | false |
48 | InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 20.00 | 4.00 | 16.00 | 75264 | 384.00 | 0.00 | 44.60 | 196.00 | 18.82 | false |
49 | InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0b_3x3/Relu | Relu | 18.67 | 3.00 | 15.67 | 0 | 0.00 | 42.67 | 44.00 | 0.00 | 0.00 | true |
50 | InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul | Conv2D | 119.67 | 40.00 | 79.67 | 80013312 | 331861.33 | 106773.33 | 16.71 | 182.41 | 2000.33 | false |
51 | InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1 | Add | 23.67 | 4.00 | 19.67 | 75264 | 384.00 | 42.67 | 45.10 | 176.40 | 18.82 | false |
52 | InceptionV2/InceptionV2/Mixed_3c/concat | ConcatV2 | 66.33 | 0.00 | 66.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | NaN | true |
53 | InceptionV2/InceptionV2/Mixed_3c/Branch_0/Conv2d_0a_1x1/Relu | Relu | 20.67 | 4.00 | 16.67 | 0 | 0.00 | 70570.67 | 65.00 | 0.00 | 0.00 | true |
54 | InceptionV2/InceptionV2/Mixed_4a/Branch_2/MaxPool_1a_3x3/MaxPool | MaxPool | 35.33 | 5.00 | 30.33 | 62720 | 0.00 | 448.00 | 29.20 | 140.00 | 12.54 | false |
55 | InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 103.33 | 29.00 | 74.33 | 32818176 | 81920.00 | 362.67 | 9.81 | 398.85 | 1131.66 | false |
56 | InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 114.00 | 40.67 | 73.33 | 65636352 | 163840.00 | 2250.67 | 8.57 | 395.18 | 1614.00 | false |
57 | InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 25.33 | 4.00 | 21.33 | 50176 | 256.00 | 0.00 | 44.90 | 196.00 | 12.54 | false |
58 | InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 19.00 | 4.00 | 15.00 | 100352 | 512.00 | 42.67 | 50.30 | 180.92 | 25.09 | false |
59 | InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0a_1x1/Relu | Relu | 17.33 | 3.00 | 14.33 | 0 | 0.00 | 0.00 | 43.90 | 0.00 | 0.00 | true |
60 | InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_0a_1x1/Relu | Relu | 17.33 | 3.00 | 14.33 | 0 | 0.00 | 0.00 | 53.00 | 0.00 | 0.00 | true |
61 | InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 113.33 | 31.00 | 82.33 | 53686272 | 221184.00 | 141322.67 | 16.96 | 148.10 | 1731.82 | false |
62 | InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/mul | Conv2D | 166.67 | 85.33 | 81.33 | 82606720 | 740352.00 | 56597.33 | 9.63 | 103.65 | 968.05 | false |
63 | InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 25.00 | 4.00 | 21.00 | 75264 | 384.00 | 384.00 | 45.00 | 98.00 | 18.82 | false |
64 | InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1 | Add | 20.00 | 4.00 | 16.00 | 31360 | 640.00 | 0.00 | 44.70 | 49.00 | 7.84 | false |
65 | InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0b_3x3/Relu | Relu | 17.67 | 3.00 | 14.67 | 0 | 0.00 | 42.67 | 43.90 | 0.00 | 0.00 | true |
66 | InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_1a_3x3/Relu | Relu | 16.67 | 3.00 | 13.67 | 0 | 0.00 | 42.67 | 43.60 | 0.00 | 0.00 | true |
67 | InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_1a_3x3/BatchNorm/batchnorm/mul | Conv2D | 145.00 | 66.00 | 79.00 | 37177728 | 331776.00 | 95274.67 | 9.59 | 87.06 | 563.30 | false |
68 | InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1 | Add | 24.33 | 4.00 | 20.33 | 18816 | 554.67 | 85.33 | 44.50 | 29.40 | 4.70 | false |
69 | InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_1a_3x3/Relu | Relu | 18.67 | 3.00 | 15.67 | 0 | 0.00 | 0.00 | 43.70 | 0.00 | 0.00 | true |
70 | InceptionV2/InceptionV2/Mixed_4a/concat | ConcatV2 | 53.67 | 0.00 | 53.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | NaN | true |
71 | InceptionV2/InceptionV2/Mixed_4b/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | 39.00 | 8.00 | 31.00 | 2893038 | 768.00 | 105845.33 | 43.10 | 27.14 | 361.63 | true |
72 | InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 116.00 | 44.00 | 72.00 | 24791424 | 221184.00 | 8309.33 | 7.79 | 108.03 | 563.44 | false |
73 | InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 114.00 | 44.00 | 70.00 | 16527616 | 147456.00 | 82858.67 | 7.67 | 71.76 | 375.63 | false |
74 | InceptionV2/InceptionV2/Mixed_4b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 116.00 | 45.00 | 71.00 | 57846656 | 516096.00 | 2581.33 | 8.77 | 111.53 | 1285.48 | false |
75 | InceptionV2/InceptionV2/Mixed_4b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 114.00 | 44.00 | 70.00 | 33055232 | 294997.33 | 42.67 | 7.88 | 112.04 | 751.26 | false |
76 | InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 25.67 | 4.00 | 21.67 | 18816 | 384.00 | 0.00 | 44.60 | 49.00 | 4.70 | false |
77 | InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 18.67 | 4.00 | 14.67 | 12544 | 256.00 | 0.00 | 41.90 | 49.00 | 3.14 | false |
78 | InceptionV2/InceptionV2/Mixed_4b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 19.00 | 4.00 | 15.00 | 43904 | 896.00 | 0.00 | 45.00 | 49.00 | 10.98 | false |
79 | InceptionV2/InceptionV2/Mixed_4b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 19.00 | 4.00 | 15.00 | 25088 | 512.00 | 0.00 | 43.60 | 49.00 | 6.27 | false |
80 | InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0a_1x1/Relu | Relu | 17.67 | 3.00 | 14.67 | 0 | 0.00 | 0.00 | 43.60 | 0.00 | 0.00 | true |
81 | InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0a_1x1/Relu | Relu | 17.33 | 3.00 | 14.33 | 0 | 0.00 | 0.00 | 43.10 | 0.00 | 0.00 | true |
82 | InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 126.67 | 39.00 | 87.67 | 27205632 | 442368.00 | 3648.00 | 17.00 | 61.00 | 697.58 | false |
83 | InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 112.67 | 29.67 | 83.00 | 13688832 | 221184.00 | 6314.67 | 17.13 | 60.17 | 461.42 | false |
84 | InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 24.33 | 4.00 | 20.33 | 25088 | 512.00 | 0.00 | 43.90 | 49.00 | 6.27 | false |
85 | InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 19.33 | 4.00 | 15.33 | 18816 | 896.00 | 42.67 | 44.30 | 20.05 | 4.70 | true |
86 | InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0b_3x3/Relu | Relu | 17.67 | 3.00 | 14.67 | 0 | 0.00 | 0.00 | 43.50 | 0.00 | 0.00 | true |
87 | InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul | Conv2D | 127.67 | 48.00 | 79.67 | 36159488 | 589824.00 | 304245.33 | 16.83 | 40.44 | 753.32 | false |
88 | InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1 | Add | 24.00 | 4.00 | 20.00 | 25088 | 1280.00 | 42.67 | 44.00 | 18.97 | 6.27 | true |
89 | InceptionV2/InceptionV2/Mixed_4b/concat | ConcatV2 | 65.00 | 0.00 | 65.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | NaN | true |
90 | InceptionV2/InceptionV2/Mixed_4b/Branch_0/Conv2d_0a_1x1/Relu | Relu | 21.33 | 3.00 | 18.33 | 0 | 0.00 | 27690.67 | 58.70 | 0.00 | 0.00 | true |
91 | InceptionV2/InceptionV2/Mixed_4c/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | 38.67 | 9.00 | 29.67 | 2514363 | 0.00 | 161877.33 | 42.20 | 15.53 | 279.37 | true |
92 | InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 115.67 | 44.00 | 71.67 | 24791424 | 221354.67 | 104853.33 | 7.80 | 76.00 | 563.44 | false |
93 | InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 114.67 | 44.00 | 70.67 | 24791424 | 221440.00 | 44576.00 | 7.82 | 93.20 | 563.44 | false |
94 | InceptionV2/InceptionV2/Mixed_4c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 116.33 | 45.00 | 71.33 | 49582848 | 442368.00 | 130720.00 | 8.77 | 86.52 | 1101.84 | false |
95 | InceptionV2/InceptionV2/Mixed_4c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 114.33 | 44.00 | 70.33 | 33055232 | 294912.00 | 4384.00 | 7.77 | 110.44 | 751.26 | false |
96 | InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 25.67 | 4.00 | 21.67 | 18816 | 384.00 | 128.00 | 44.50 | 36.75 | 4.70 | false |
97 | InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 20.00 | 4.00 | 16.00 | 18816 | 384.00 | 42.67 | 44.30 | 44.10 | 4.70 | false |
98 | InceptionV2/InceptionV2/Mixed_4c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 19.67 | 4.00 | 15.67 | 37632 | 768.00 | 0.00 | 44.20 | 49.00 | 9.41 | false |
99 | InceptionV2/InceptionV2/Mixed_4c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 18.33 | 4.00 | 14.33 | 25088 | 512.00 | 0.00 | 43.40 | 49.00 | 6.27 | false |
100 | InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0a_1x1/Relu | Relu | 18.33 | 3.00 | 15.33 | 0 | 0.00 | 0.00 | 43.60 | 0.00 | 0.00 | true |
101 | InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0a_1x1/Relu | Relu | 17.00 | 3.00 | 14.00 | 0 | 0.00 | 42.67 | 43.50 | 0.00 | 0.00 | true |
102 | InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 122.00 | 39.00 | 83.00 | 27205632 | 442368.00 | 198794.67 | 17.00 | 42.43 | 697.58 | false |
103 | InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 120.00 | 39.00 | 81.00 | 27205632 | 442368.00 | 42.67 | 16.97 | 61.49 | 697.58 | false |
104 | InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 24.00 | 4.00 | 20.00 | 25088 | 512.00 | 0.00 | 43.90 | 49.00 | 6.27 | false |
105 | InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 19.00 | 4.00 | 15.00 | 25088 | 512.00 | 42.67 | 43.50 | 45.23 | 6.27 | false |
106 | InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0b_3x3/Relu | Relu | 18.00 | 3.00 | 15.00 | 0 | 0.00 | 0.00 | 43.60 | 0.00 | 0.00 | true |
107 | InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul | Conv2D | 126.33 | 48.00 | 78.33 | 36159488 | 590592.00 | 230218.67 | 16.86 | 44.05 | 753.32 | false |
108 | InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1 | Add | 24.00 | 4.00 | 20.00 | 25088 | 512.00 | 0.00 | 43.90 | 49.00 | 6.27 | false |
109 | InceptionV2/InceptionV2/Mixed_4c/concat | ConcatV2 | 64.67 | 0.00 | 64.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | NaN | true |
110 | InceptionV2/InceptionV2/Mixed_4c/Branch_0/Conv2d_0a_1x1/Relu | Relu | 21.00 | 3.00 | 18.00 | 0 | 0.00 | 0.00 | 58.50 | 0.00 | 0.00 | true |
111 | InceptionV2/InceptionV2/Mixed_4d/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | 38.00 | 9.00 | 29.00 | 2461563 | 0.00 | 1792.00 | 42.40 | 1373.64 | 273.51 | false |
112 | InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 109.67 | 44.00 | 65.67 | 33055232 | 294912.00 | 1397.33 | 7.83 | 111.56 | 751.26 | false |
113 | InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 117.67 | 44.00 | 73.67 | 33055232 | 294912.00 | 85706.67 | 7.86 | 86.85 | 751.26 | false |
114 | InceptionV2/InceptionV2/Mixed_4d/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 116.67 | 45.00 | 71.67 | 41319040 | 368640.00 | 100853.33 | 8.85 | 88.01 | 918.20 | false |
115 | InceptionV2/InceptionV2/Mixed_4d/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 115.33 | 44.00 | 71.33 | 24791424 | 221184.00 | 101408.00 | 7.82 | 76.85 | 563.44 | false |
116 | InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 25.33 | 4.00 | 21.33 | 25088 | 512.00 | 0.00 | 44.00 | 49.00 | 6.27 | false |
117 | InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 19.33 | 4.00 | 15.33 | 25088 | 512.00 | 0.00 | 43.50 | 49.00 | 6.27 | false |
118 | InceptionV2/InceptionV2/Mixed_4d/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 19.33 | 4.00 | 15.33 | 31360 | 640.00 | 0.00 | 44.70 | 49.00 | 7.84 | false |
119 | InceptionV2/InceptionV2/Mixed_4d/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 18.67 | 4.00 | 14.67 | 18816 | 384.00 | 0.00 | 44.20 | 49.00 | 4.70 | false |
120 | InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0a_1x1/Relu | Relu | 17.33 | 3.00 | 14.33 | 0 | 0.00 | 0.00 | 43.70 | 0.00 | 0.00 | true |
121 | InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0a_1x1/Relu | Relu | 16.67 | 3.00 | 13.67 | 0 | 0.00 | 0.00 | 43.20 | 0.00 | 0.00 | true |
122 | InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 131.00 | 49.00 | 82.00 | 45199360 | 737280.00 | 182293.33 | 17.68 | 49.15 | 922.44 | false |
123 | InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 130.33 | 49.00 | 81.33 | 45199360 | 737450.67 | 105909.33 | 17.62 | 53.59 | 922.44 | false |
124 | InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 24.33 | 4.00 | 20.33 | 31360 | 640.00 | 298.67 | 45.10 | 33.41 | 7.84 | false |
125 | InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 19.67 | 4.00 | 15.67 | 31360 | 640.00 | 0.00 | 44.70 | 49.00 | 7.84 | false |
126 | InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0b_3x3/Relu | Relu | 18.00 | 3.00 | 15.00 | 0 | 0.00 | 1450.67 | 43.70 | 0.00 | 0.00 | true |
127 | InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul | Conv2D | 136.00 | 58.33 | 77.67 | 56391680 | 921664.00 | 510357.33 | 17.51 | 39.38 | 966.72 | false |
128 | InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1 | Add | 24.00 | 4.00 | 20.00 | 31360 | 640.00 | 725.33 | 45.10 | 22.97 | 7.84 | true |
129 | InceptionV2/InceptionV2/Mixed_4d/concat | ConcatV2 | 65.00 | 0.00 | 65.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | NaN | true |
130 | InceptionV2/InceptionV2/Mixed_4d/Branch_0/Conv2d_0a_1x1/Relu | Relu | 20.67 | 3.00 | 17.67 | 0 | 0.00 | 24693.33 | 58.50 | 0.00 | 0.00 | true |
131 | InceptionV2/InceptionV2/Mixed_4e/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | 37.33 | 9.00 | 28.33 | 2417538 | 170.67 | 326090.67 | 42.50 | 7.41 | 268.62 | true |
132 | InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 119.33 | 45.00 | 74.33 | 41319040 | 368810.67 | 392330.67 | 8.77 | 54.29 | 918.20 | false |
133 | InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 116.00 | 44.00 | 72.00 | 33055232 | 294912.00 | 23360.00 | 7.76 | 103.86 | 751.26 | false |
134 | InceptionV2/InceptionV2/Mixed_4e/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 116.67 | 44.00 | 72.67 | 24791424 | 221184.00 | 1941.33 | 7.79 | 111.11 | 563.44 | false |
135 | InceptionV2/InceptionV2/Mixed_4e/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 113.67 | 44.00 | 69.67 | 24791424 | 221184.00 | 288.00 | 7.79 | 111.94 | 563.44 | false |
136 | InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 25.67 | 4.00 | 21.67 | 31360 | 640.00 | 170.67 | 45.10 | 38.68 | 7.84 | false |
137 | InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 19.67 | 4.00 | 15.67 | 25088 | 512.00 | 0.00 | 43.50 | 49.00 | 6.27 | false |
138 | InceptionV2/InceptionV2/Mixed_4e/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 18.67 | 4.00 | 14.67 | 18816 | 384.00 | 0.00 | 44.20 | 49.00 | 4.70 | false |
139 | InceptionV2/InceptionV2/Mixed_4e/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 19.67 | 4.00 | 15.67 | 18816 | 1066.67 | 0.00 | 44.30 | 17.64 | 4.70 | true |
140 | InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0a_1x1/Relu | Relu | 18.00 | 3.00 | 15.00 | 0 | 0.00 | 42.67 | 43.80 | 0.00 | 0.00 | true |
141 | InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0a_1x1/Relu | Relu | 16.67 | 3.00 | 13.67 | 0 | 0.00 | 0.00 | 43.30 | 0.00 | 0.00 | true |
142 | InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 142.00 | 60.67 | 81.33 | 67670016 | 1106176.00 | 2421141.33 | 18.51 | 19.18 | 1115.43 | true |
143 | InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 133.67 | 50.00 | 83.67 | 54239232 | 886272.00 | 1268448.00 | 18.38 | 25.17 | 1084.78 | true |
144 | InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 25.33 | 4.00 | 21.33 | 37632 | 768.00 | 298.67 | 44.60 | 35.28 | 9.41 | false |
145 | InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 20.33 | 4.00 | 16.33 | 37632 | 768.00 | 9216.00 | 44.00 | 3.77 | 9.41 | true |
146 | InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0b_3x3/Relu | Relu | 18.33 | 3.00 | 15.33 | 0 | 0.00 | 11733.33 | 43.80 | 0.00 | 0.00 | true |
147 | InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul | Conv2D | 148.00 | 69.00 | 79.00 | 81100800 | 1327168.00 | 1604864.00 | 18.46 | 27.66 | 1175.37 | true |
148 | InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1 | Add | 24.33 | 4.00 | 20.33 | 37632 | 768.00 | 10496.00 | 44.60 | 3.34 | 9.41 | true |
149 | InceptionV2/InceptionV2/Mixed_4e/concat | ConcatV2 | 65.67 | 0.00 | 65.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | NaN | true |
150 | InceptionV2/InceptionV2/Mixed_4e/Branch_0/Conv2d_0a_1x1/Relu | Relu | 21.33 | 3.00 | 18.33 | 0 | 0.00 | 257642.67 | 58.50 | 0.00 | 0.00 | true |
151 | InceptionV2/InceptionV2/Mixed_5a/Branch_2/MaxPool_1a_3x3/MaxPool | MaxPool | 35.33 | 5.00 | 30.33 | 28224 | 1024.00 | 113226.67 | 13.60 | 0.25 | 5.64 | true |
152 | InceptionV2/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 122.00 | 45.00 | 77.00 | 49582848 | 442368.00 | 442026.67 | 8.75 | 56.06 | 1101.84 | false |
153 | InceptionV2/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 117.67 | 44.00 | 73.67 | 33055232 | 294912.00 | 330.67 | 7.88 | 111.96 | 751.26 | false |
154 | InceptionV2/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 26.33 | 4.00 | 22.33 | 37632 | 768.00 | 128.00 | 44.60 | 42.00 | 9.41 | false |
155 | InceptionV2/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 19.00 | 4.00 | 15.00 | 25088 | 512.00 | 0.00 | 43.50 | 49.00 | 6.27 | false |
156 | InceptionV2/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/Relu | Relu | 18.00 | 3.00 | 15.00 | 0 | 0.00 | 0.00 | 43.80 | 0.00 | 0.00 | true |
157 | InceptionV2/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/Relu | Relu | 17.00 | 3.00 | 14.00 | 0 | 0.00 | 42.67 | 43.40 | 0.00 | 0.00 | true |
158 | InceptionV2/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 154.67 | 74.00 | 80.67 | 108134400 | 1917450.67 | 4734421.33 | 20.06 | 16.26 | 1461.28 | true |
159 | InceptionV2/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/mul | Conv2D | 166.33 | 85.00 | 81.33 | 28320960 | 986133.33 | 1047018.67 | 9.60 | 13.93 | 333.19 | true |
160 | InceptionV2/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 25.67 | 4.00 | 21.67 | 50176 | 1024.00 | 128.00 | 45.00 | 43.56 | 12.54 | false |
161 | InceptionV2/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1 | Add | 21.00 | 4.00 | 17.00 | 9408 | 768.00 | 42.67 | 41.70 | 11.61 | 2.35 | true |
162 | InceptionV2/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/Relu | Relu | 18.33 | 3.00 | 15.33 | 0 | 0.00 | 0.00 | 43.90 | 0.00 | 0.00 | true |
163 | InceptionV2/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/Relu | Relu | 17.67 | 3.00 | 14.67 | 0 | 0.00 | 0.00 | 42.80 | 0.00 | 0.00 | true |
164 | InceptionV2/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/BatchNorm/batchnorm/mul | Conv2D | 232.00 | 162.00 | 70.00 | 75510016 | 2359296.00 | 1677098.67 | 9.22 | 18.71 | 466.11 | true |
165 | InceptionV2/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1 | Add | 25.33 | 4.00 | 21.33 | 12544 | 1024.00 | 128.00 | 42.70 | 10.89 | 3.14 | true |
166 | InceptionV2/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/Relu | Relu | 18.67 | 3.00 | 15.67 | 0 | 0.00 | 0.00 | 43.20 | 0.00 | 0.00 | true |
167 | InceptionV2/InceptionV2/Mixed_5a/concat | ConcatV2 | 52.67 | 0.00 | 52.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | NaN | true |
168 | InceptionV2/InceptionV2/Mixed_5b/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | 37.00 | 6.00 | 31.00 | 1087642 | 512.00 | 61621.33 | 21.70 | 17.50 | 181.27 | true |
169 | InceptionV2/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 140.67 | 72.33 | 68.33 | 20979360 | 655360.00 | 427626.67 | 7.21 | 19.37 | 290.04 | true |
170 | InceptionV2/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 142.00 | 73.67 | 68.33 | 25175232 | 786432.00 | 38666.67 | 8.10 | 30.51 | 341.74 | false |
171 | InceptionV2/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 145.33 | 78.00 | 67.33 | 46154592 | 1441792.00 | 224938.67 | 9.75 | 27.69 | 591.73 | true |
172 | InceptionV2/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 140.67 | 71.00 | 69.67 | 16783488 | 524288.00 | 317472.00 | 7.03 | 19.94 | 236.39 | true |
173 | InceptionV2/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 26.00 | 4.00 | 22.00 | 7840 | 640.00 | 1920.00 | 45.60 | 3.06 | 1.96 | true |
174 | InceptionV2/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 19.67 | 4.00 | 15.67 | 9408 | 768.00 | 1194.67 | 41.70 | 4.79 | 2.35 | true |
175 | InceptionV2/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 20.00 | 4.00 | 16.00 | 17248 | 1408.00 | 42.67 | 43.30 | 11.89 | 4.31 | true |
176 | InceptionV2/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 18.33 | 4.00 | 14.33 | 6272 | 512.00 | 341.33 | 41.60 | 7.35 | 1.57 | true |
177 | InceptionV2/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/Relu | Relu | 18.33 | 3.00 | 15.33 | 0 | 1450.67 | 3072.00 | 44.10 | 0.00 | 0.00 | true |
178 | InceptionV2/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/Relu | Relu | 17.67 | 3.00 | 14.67 | 0 | 0.00 | 4010.67 | 42.80 | 0.00 | 0.00 | true |
179 | InceptionV2/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 144.33 | 60.00 | 84.33 | 40513536 | 1290325.33 | 1810922.67 | 18.82 | 13.06 | 675.23 | true |
180 | InceptionV2/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 156.33 | 77.33 | 79.00 | 69365760 | 2262496.00 | 5823274.67 | 21.41 | 8.58 | 896.97 | true |
181 | InceptionV2/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 25.33 | 5.00 | 20.33 | 10976 | 43840.00 | 650.67 | 45.10 | 0.25 | 2.20 | true |
182 | InceptionV2/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 20.00 | 4.00 | 16.00 | 15680 | 1280.00 | 9216.00 | 45.20 | 1.49 | 3.92 | true |
183 | InceptionV2/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/Relu | Relu | 17.67 | 3.00 | 14.67 | 0 | 0.00 | 35168.00 | 43.40 | 0.00 | 0.00 | true |
184 | InceptionV2/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul | Conv2D | 159.00 | 81.33 | 77.67 | 56598528 | 1849237.33 | 5044618.67 | 19.42 | 8.21 | 695.89 | true |
185 | InceptionV2/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1 | Add | 24.00 | 4.00 | 20.00 | 10976 | 1024.00 | 640.00 | 45.00 | 6.60 | 2.74 | true |
186 | InceptionV2/InceptionV2/Mixed_5b/concat | ConcatV2 | 64.67 | 0.00 | 64.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | NaN | true |
187 | InceptionV2/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/Relu | Relu | 21.00 | 3.00 | 18.00 | 0 | 0.00 | 172074.67 | 43.70 | 0.00 | 0.00 | true |
188 | InceptionV2/InceptionV2/Mixed_5c/Branch_3/MaxPool_0a_3x3/MaxPool | MaxPool | 35.67 | 5.00 | 30.67 | 50176 | 768.00 | 200661.33 | 22.60 | 0.25 | 10.04 | true |
189 | InceptionV2/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 144.00 | 73.67 | 70.33 | 25175232 | 786432.00 | 807754.67 | 8.02 | 15.79 | 341.74 | true |
190 | InceptionV2/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 134.67 | 73.33 | 61.33 | 25175232 | 786944.00 | 38560.00 | 8.12 | 30.50 | 343.30 | false |
191 | InceptionV2/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 144.67 | 78.00 | 66.67 | 46154592 | 1441792.00 | 773578.67 | 9.83 | 20.83 | 591.73 | true |
192 | InceptionV2/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 139.67 | 71.00 | 68.67 | 16783488 | 524373.33 | 299349.33 | 7.00 | 20.38 | 236.39 | true |
193 | InceptionV2/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 25.67 | 4.00 | 21.67 | 9408 | 1024.00 | 725.33 | 43.30 | 5.38 | 2.35 | true |
194 | InceptionV2/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 20.33 | 4.00 | 16.33 | 9408 | 768.00 | 256.00 | 41.90 | 9.19 | 2.35 | true |
195 | InceptionV2/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 20.00 | 4.00 | 16.00 | 17248 | 1408.00 | 1376.00 | 43.40 | 6.20 | 4.31 | true |
196 | InceptionV2/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 19.33 | 4.00 | 15.33 | 6272 | 512.00 | 0.00 | 41.90 | 12.25 | 1.57 | true |
197 | InceptionV2/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/Relu | Relu | 17.33 | 3.00 | 14.33 | 0 | 0.00 | 0.00 | 42.90 | 0.00 | 0.00 | true |
198 | InceptionV2/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/Relu | Relu | 17.33 | 3.00 | 14.33 | 0 | 256.00 | 426.67 | 42.80 | 0.00 | 0.00 | true |
199 | InceptionV2/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 151.33 | 71.00 | 80.33 | 48556032 | 1549290.67 | 2208704.00 | 19.06 | 12.92 | 683.89 | true |
200 | InceptionV2/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 159.67 | 78.00 | 81.67 | 69365760 | 2260981.33 | 6155306.67 | 21.39 | 8.24 | 889.30 | true |
201 | InceptionV2/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 25.67 | 4.00 | 21.67 | 10976 | 8064.00 | 416.00 | 44.90 | 1.29 | 2.74 | true |
202 | InceptionV2/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 19.33 | 4.00 | 15.33 | 15680 | 1280.00 | 1877.33 | 45.20 | 4.97 | 3.92 | true |
203 | InceptionV2/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/Relu | Relu | 17.67 | 3.00 | 14.67 | 0 | 0.00 | 42368.00 | 43.30 | 0.00 | 0.00 | true |
204 | InceptionV2/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul | Conv2D | 161.33 | 82.00 | 79.33 | 56598528 | 1849749.33 | 5048480.00 | 19.78 | 8.20 | 690.23 | true |
205 | InceptionV2/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1 | Add | 24.67 | 4.00 | 20.67 | 10976 | 1024.00 | 640.00 | 45.00 | 6.60 | 2.74 | true |
206 | InceptionV2/InceptionV2/Mixed_5c/concat | ConcatV2 | 68.00 | 0.00 | 68.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | NaN | true |
207 | InceptionV2/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/Relu | Relu | 21.33 | 3.00 | 18.33 | 0 | 0.00 | 176853.33 | 43.70 | 0.00 | 0.00 | true |
208 | InceptionV2/Logits/AvgPool_1a_7x7/AvgPool | AvgPool | 37.67 | 7.00 | 30.67 | 72074 | 4010.67 | 768.00 | 10.70 | 15.08 | 10.30 | true |
209 | InceptionV2/Logits/Conv2d_1c_1x1/convolution | Conv2D | 174.00 | 103.67 | 70.33 | 67109865 | 5458858.67 | 4212480.00 | 15.41 | 6.94 | 647.37 | true |
210 | InceptionV2/Logits/Conv2d_1c_1x1/BiasAdd | BiasAdd | 26.33 | 3.00 | 23.33 | 1001 | 4256.00 | 170.67 | 46.40 | 0.23 | 0.33 | true |
211 | InceptionV2/Logits/Conv2d_1c_1x1/BiasAdd-0-0-TransposeNCHWToNHWC-LayoutOptimizer | Transpose | 6.67 | 0.00 | 6.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | NaN | true |
212 | InceptionV2/Logits/SpatialSqueeze | Squeeze | 9.67 | 0.00 | 9.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | NaN | true |
213 | InceptionV2/Predictions/Shape | Shape | 9.00 | 0.00 | 9.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | NaN | true |
214 | InceptionV2/Predictions/Softmax | Softmax | 59.33 | 15.00 | 44.33 | 34455 | 5461.33 | 426.67 | 3.53 | 5.85 | 2.30 | true |
215 | InceptionV2/Predictions/Reshape_1 | Reshape | 7.00 | 0.00 | 7.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | NaN | true |
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