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 |
|---|
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 | InceptionV3/InceptionV3/Conv2d_1a_3x3/BatchNorm/batchnorm/mul-0-TransposeNHWCToNCHW-LayoutOptimizer | Transpose | 108.00 | 18.00 | 90.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 2 | InceptionV3/InceptionV3/Conv2d_1a_3x3/BatchNorm/batchnorm/mul | Conv2D | 353.33 | 30.67 | 322.67 | 41336832 | 0.00 | 0.00 | 0.00 | 0.00 | 1347.93 | true |
| 3 | InceptionV3/InceptionV3/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1 | Add | 56.33 | 9.00 | 47.33 | 710432 | 0.00 | 0.00 | 0.00 | 0.00 | 78.94 | true |
| 4 | InceptionV3/InceptionV3/Conv2d_1a_3x3/Relu | Relu | 35.33 | 7.00 | 28.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 5 | InceptionV3/InceptionV3/Conv2d_2a_3x3/BatchNorm/batchnorm/mul | Conv2D | 301.00 | 77.00 | 224.00 | 214464512 | 0.00 | 0.00 | 0.00 | 0.00 | 2785.25 | true |
| 6 | InceptionV3/InceptionV3/Conv2d_2a_3x3/BatchNorm/batchnorm/add_1 | Add | 46.67 | 10.83 | 35.83 | 691488 | 0.00 | 0.00 | 0.00 | 0.00 | 63.83 | true |
| 7 | InceptionV3/InceptionV3/Conv2d_2a_3x3/Relu | Relu | 35.00 | 7.00 | 28.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 8 | InceptionV3/InceptionV3/Conv2d_2b_3x3/BatchNorm/batchnorm/mul | Conv2D | 309.00 | 129.00 | 180.00 | 428929024 | 0.00 | 0.00 | 0.00 | 0.00 | 3325.03 | true |
| 9 | InceptionV3/InceptionV3/Conv2d_2b_3x3/BatchNorm/batchnorm/add_1 | Add | 54.67 | 22.00 | 32.67 | 1382976 | 0.00 | 0.00 | 0.00 | 0.00 | 62.86 | true |
| 10 | InceptionV3/InceptionV3/Conv2d_2b_3x3/Relu | Relu | 47.33 | 22.00 | 25.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 11 | InceptionV3/InceptionV3/MaxPool_3a_3x3/MaxPool | MaxPool | 89.00 | 31.83 | 57.17 | 341056 | 0.00 | 0.00 | 0.00 | 0.00 | 10.71 | true |
| 12 | InceptionV3/InceptionV3/Conv2d_3b_1x1/BatchNorm/batchnorm/mul | Conv2D | 157.00 | 34.00 | 123.00 | 67092480 | 0.00 | 0.00 | 0.00 | 0.00 | 1973.31 | true |
| 13 | InceptionV3/InceptionV3/Conv2d_3b_1x1/BatchNorm/batchnorm/add_1 | Add | 40.00 | 6.00 | 34.00 | 426320 | 0.00 | 0.00 | 0.00 | 0.00 | 71.05 | true |
| 14 | InceptionV3/InceptionV3/Conv2d_3b_1x1/Relu | Relu | 29.67 | 5.00 | 24.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 15 | InceptionV3/InceptionV3/Conv2d_4a_3x3/BatchNorm/batchnorm/mul | Conv2D | 336.67 | 168.00 | 168.67 | 746833920 | 0.00 | 0.00 | 0.00 | 0.00 | 4445.44 | true |
| 16 | InceptionV3/InceptionV3/Conv2d_4a_3x3/BatchNorm/batchnorm/add_1 | Add | 47.67 | 15.17 | 32.50 | 967872 | 0.00 | 0.00 | 0.00 | 0.00 | 63.81 | true |
| 17 | InceptionV3/InceptionV3/Conv2d_4a_3x3/Relu | Relu | 33.67 | 8.00 | 25.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 18 | InceptionV3/InceptionV3/MaxPool_5a_3x3/MaxPool | MaxPool | 73.33 | 21.67 | 51.67 | 235200 | 0.00 | 0.00 | 0.00 | 0.00 | 10.86 | true |
| 19 | InceptionV3/InceptionV3/Mixed_5b/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | 71.33 | 25.00 | 46.33 | 6217863 | 0.00 | 0.00 | 0.00 | 0.00 | 248.71 | true |
| 20 | InceptionV3/InceptionV3/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 182.67 | 59.83 | 122.83 | 31621120 | 0.00 | 0.00 | 0.00 | 0.00 | 528.48 | true |
| 21 | InceptionV3/InceptionV3/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 171.67 | 57.67 | 114.00 | 31621120 | 0.00 | 0.00 | 0.00 | 0.00 | 548.34 | true |
| 22 | InceptionV3/InceptionV3/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 172.00 | 58.00 | 114.00 | 31621120 | 0.00 | 0.00 | 0.00 | 0.00 | 545.19 | true |
| 23 | InceptionV3/InceptionV3/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 158.33 | 45.83 | 112.50 | 15810560 | 0.00 | 0.00 | 0.00 | 0.00 | 344.96 | true |
| 24 | InceptionV3/InceptionV3/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 39.33 | 4.00 | 35.33 | 78400 | 0.00 | 0.00 | 0.00 | 0.00 | 19.60 | true |
| 25 | InceptionV3/InceptionV3/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 29.00 | 4.00 | 25.00 | 58800 | 0.00 | 0.00 | 0.00 | 0.00 | 14.70 | true |
| 26 | InceptionV3/InceptionV3/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 31.67 | 4.00 | 27.67 | 78400 | 0.00 | 0.00 | 0.00 | 0.00 | 19.60 | true |
| 27 | InceptionV3/InceptionV3/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 29.67 | 4.00 | 25.67 | 39200 | 0.00 | 0.00 | 0.00 | 0.00 | 9.80 | true |
| 28 | InceptionV3/InceptionV3/Mixed_5b/Branch_2/Conv2d_0a_1x1/Relu | Relu | 27.33 | 3.00 | 24.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 29 | InceptionV3/InceptionV3/Mixed_5b/Branch_1/Conv2d_0a_1x1/Relu | Relu | 26.33 | 3.00 | 23.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 30 | InceptionV3/InceptionV3/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 205.67 | 36.17 | 169.50 | 100165632 | 0.00 | 0.00 | 0.00 | 0.00 | 2769.53 | true |
| 31 | InceptionV3/InceptionV3/Mixed_5b/Branch_1/Conv2d_0b_5x5/BatchNorm/batchnorm/mul | Conv2D | 353.67 | 189.00 | 164.67 | 191771200 | 0.00 | 0.00 | 0.00 | 0.00 | 1014.66 | true |
| 32 | InceptionV3/InceptionV3/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 39.67 | 5.00 | 34.67 | 117600 | 0.00 | 0.00 | 0.00 | 0.00 | 23.52 | true |
| 33 | InceptionV3/InceptionV3/Mixed_5b/Branch_1/Conv2d_0b_5x5/BatchNorm/batchnorm/add_1 | Add | 31.67 | 4.00 | 27.67 | 78400 | 0.00 | 0.00 | 0.00 | 0.00 | 19.60 | true |
| 34 | InceptionV3/InceptionV3/Mixed_5b/Branch_2/Conv2d_0b_3x3/Relu | Relu | 28.67 | 4.00 | 24.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 35 | InceptionV3/InceptionV3/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul | Conv2D | 219.00 | 47.00 | 172.00 | 149372928 | 0.00 | 0.00 | 0.00 | 0.00 | 3178.15 | true |
| 36 | InceptionV3/InceptionV3/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1 | Add | 36.33 | 4.00 | 32.33 | 117600 | 0.00 | 0.00 | 0.00 | 0.00 | 29.40 | true |
| 37 | InceptionV3/InceptionV3/Mixed_5b/concat | ConcatV2 | 108.00 | 0.00 | 108.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 38 | InceptionV3/InceptionV3/Mixed_5b/Branch_0/Conv2d_0a_1x1/Relu | Relu | 34.33 | 4.00 | 30.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 39 | InceptionV3/InceptionV3/Mixed_5c/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | 88.67 | 38.50 | 50.17 | 7352239 | 0.00 | 0.00 | 0.00 | 0.00 | 190.97 | true |
| 40 | InceptionV3/InceptionV3/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 196.00 | 71.00 | 125.00 | 42106880 | 0.00 | 0.00 | 0.00 | 0.00 | 593.05 | true |
| 41 | InceptionV3/InceptionV3/Mixed_5c/Branch_1/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 189.00 | 70.83 | 118.17 | 42106880 | 0.00 | 0.00 | 0.00 | 0.00 | 594.45 | true |
| 42 | InceptionV3/InceptionV3/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 183.67 | 71.00 | 112.67 | 42106880 | 0.00 | 0.00 | 0.00 | 0.00 | 593.05 | true |
| 43 | InceptionV3/InceptionV3/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 178.00 | 74.00 | 104.00 | 42106880 | 0.00 | 0.00 | 0.00 | 0.00 | 569.01 | true |
| 44 | InceptionV3/InceptionV3/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 35.67 | 4.67 | 31.00 | 78400 | 0.00 | 0.00 | 0.00 | 0.00 | 16.80 | true |
| 45 | InceptionV3/InceptionV3/Mixed_5c/Branch_1/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 27.33 | 4.33 | 23.00 | 58800 | 0.00 | 0.00 | 0.00 | 0.00 | 13.57 | true |
| 46 | InceptionV3/InceptionV3/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 27.00 | 4.00 | 23.00 | 78400 | 0.00 | 0.00 | 0.00 | 0.00 | 19.60 | true |
| 47 | InceptionV3/InceptionV3/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 28.67 | 4.00 | 24.67 | 78400 | 0.00 | 0.00 | 0.00 | 0.00 | 19.60 | true |
| 48 | InceptionV3/InceptionV3/Mixed_5c/Branch_2/Conv2d_0a_1x1/Relu | Relu | 25.67 | 3.00 | 22.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 49 | InceptionV3/InceptionV3/Mixed_5c/Branch_1/Conv2d_0b_1x1/Relu | Relu | 26.33 | 3.00 | 23.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 50 | InceptionV3/InceptionV3/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 191.33 | 35.33 | 156.00 | 100165632 | 0.00 | 0.00 | 0.00 | 0.00 | 2834.90 | true |
| 51 | InceptionV3/InceptionV3/Mixed_5c/Branch_1/Conv_1_0c_5x5/BatchNorm/batchnorm/mul | Conv2D | 325.33 | 187.33 | 138.00 | 191771200 | 0.00 | 0.00 | 0.00 | 0.00 | 1023.69 | true |
| 52 | InceptionV3/InceptionV3/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 37.00 | 5.00 | 32.00 | 117600 | 0.00 | 0.00 | 0.00 | 0.00 | 23.52 | true |
| 53 | InceptionV3/InceptionV3/Mixed_5c/Branch_1/Conv_1_0c_5x5/BatchNorm/batchnorm/add_1 | Add | 28.33 | 4.00 | 24.33 | 78400 | 0.00 | 0.00 | 0.00 | 0.00 | 19.60 | true |
| 54 | InceptionV3/InceptionV3/Mixed_5c/Branch_2/Conv2d_0b_3x3/Relu | Relu | 28.33 | 4.00 | 24.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 55 | InceptionV3/InceptionV3/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul | Conv2D | 203.67 | 46.83 | 156.83 | 149372928 | 0.00 | 0.00 | 0.00 | 0.00 | 3189.48 | true |
| 56 | InceptionV3/InceptionV3/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1 | Add | 36.00 | 4.00 | 32.00 | 117600 | 0.00 | 0.00 | 0.00 | 0.00 | 29.40 | true |
| 57 | InceptionV3/InceptionV3/Mixed_5c/concat | ConcatV2 | 95.67 | 0.00 | 95.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 58 | InceptionV3/InceptionV3/Mixed_5c/Branch_0/Conv2d_0a_1x1/Relu | Relu | 30.00 | 5.00 | 25.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 59 | InceptionV3/InceptionV3/Mixed_5d/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | 88.00 | 42.83 | 45.17 | 8061987 | 0.00 | 0.00 | 0.00 | 0.00 | 188.22 | true |
| 60 | InceptionV3/InceptionV3/Mixed_5d/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 188.67 | 78.00 | 110.67 | 47349760 | 0.00 | 0.00 | 0.00 | 0.00 | 607.05 | true |
| 61 | InceptionV3/InceptionV3/Mixed_5d/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 182.00 | 77.83 | 104.17 | 47349760 | 0.00 | 0.00 | 0.00 | 0.00 | 608.35 | true |
| 62 | InceptionV3/InceptionV3/Mixed_5d/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 183.33 | 78.00 | 105.33 | 47349760 | 0.00 | 0.00 | 0.00 | 0.00 | 607.05 | true |
| 63 | InceptionV3/InceptionV3/Mixed_5d/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 191.00 | 82.00 | 109.00 | 47349760 | 0.00 | 0.00 | 0.00 | 0.00 | 577.44 | true |
| 64 | InceptionV3/InceptionV3/Mixed_5d/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 36.33 | 4.00 | 32.33 | 78400 | 0.00 | 0.00 | 0.00 | 0.00 | 19.60 | true |
| 65 | InceptionV3/InceptionV3/Mixed_5d/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 28.33 | 4.00 | 24.33 | 58800 | 0.00 | 0.00 | 0.00 | 0.00 | 14.70 | true |
| 66 | InceptionV3/InceptionV3/Mixed_5d/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 27.33 | 4.00 | 23.33 | 78400 | 0.00 | 0.00 | 0.00 | 0.00 | 19.60 | true |
| 67 | InceptionV3/InceptionV3/Mixed_5d/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 27.00 | 4.00 | 23.00 | 78400 | 0.00 | 0.00 | 0.00 | 0.00 | 19.60 | true |
| 68 | InceptionV3/InceptionV3/Mixed_5d/Branch_2/Conv2d_0a_1x1/Relu | Relu | 26.33 | 3.00 | 23.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 69 | InceptionV3/InceptionV3/Mixed_5d/Branch_1/Conv2d_0a_1x1/Relu | Relu | 26.33 | 3.00 | 23.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 70 | InceptionV3/InceptionV3/Mixed_5d/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 192.67 | 35.00 | 157.67 | 100165632 | 0.00 | 0.00 | 0.00 | 0.00 | 2861.88 | true |
| 71 | InceptionV3/InceptionV3/Mixed_5d/Branch_1/Conv2d_0b_5x5/BatchNorm/batchnorm/mul | Conv2D | 324.67 | 189.17 | 135.50 | 191771200 | 0.00 | 0.00 | 0.00 | 0.00 | 1013.77 | true |
| 72 | InceptionV3/InceptionV3/Mixed_5d/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 37.00 | 5.00 | 32.00 | 117600 | 0.00 | 0.00 | 0.00 | 0.00 | 23.52 | true |
| 73 | InceptionV3/InceptionV3/Mixed_5d/Branch_1/Conv2d_0b_5x5/BatchNorm/batchnorm/add_1 | Add | 27.33 | 4.00 | 23.33 | 78400 | 0.00 | 0.00 | 0.00 | 0.00 | 19.60 | true |
| 74 | InceptionV3/InceptionV3/Mixed_5d/Branch_2/Conv2d_0b_3x3/Relu | Relu | 27.00 | 4.00 | 23.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 75 | InceptionV3/InceptionV3/Mixed_5d/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul | Conv2D | 209.00 | 46.67 | 162.33 | 149372928 | 0.00 | 0.00 | 0.00 | 0.00 | 3200.83 | true |
| 76 | InceptionV3/InceptionV3/Mixed_5d/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1 | Add | 34.67 | 4.00 | 30.67 | 117600 | 0.00 | 0.00 | 0.00 | 0.00 | 29.40 | true |
| 77 | InceptionV3/InceptionV3/Mixed_5d/concat | ConcatV2 | 95.67 | 0.00 | 95.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 78 | InceptionV3/InceptionV3/Mixed_5d/Branch_0/Conv2d_0a_1x1/Relu | Relu | 32.00 | 5.00 | 27.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 79 | InceptionV3/InceptionV3/Mixed_6a/Branch_2/MaxPool_1a_3x3/MaxPool | MaxPool | 58.00 | 10.00 | 48.00 | 83232 | 0.00 | 0.00 | 0.00 | 0.00 | 8.32 | true |
| 80 | InceptionV3/InceptionV3/Mixed_6a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 195.00 | 78.00 | 117.00 | 47349760 | 0.00 | 0.00 | 0.00 | 0.00 | 607.05 | true |
| 81 | InceptionV3/InceptionV3/Mixed_6a/Branch_0/Conv2d_1a_1x1/BatchNorm/batchnorm/mul | Conv2D | 515.00 | 377.83 | 137.17 | 637120896 | 0.00 | 0.00 | 0.00 | 0.00 | 1686.25 | true |
| 82 | InceptionV3/InceptionV3/Mixed_6a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 37.33 | 5.00 | 32.33 | 78400 | 0.00 | 0.00 | 0.00 | 0.00 | 15.68 | true |
| 83 | InceptionV3/InceptionV3/Mixed_6a/Branch_0/Conv2d_1a_1x1/BatchNorm/batchnorm/add_1 | Add | 28.67 | 5.00 | 23.67 | 110976 | 0.00 | 0.00 | 0.00 | 0.00 | 22.20 | true |
| 84 | InceptionV3/InceptionV3/Mixed_6a/Branch_1/Conv2d_0a_1x1/Relu | Relu | 26.00 | 3.00 | 23.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 85 | InceptionV3/InceptionV3/Mixed_6a/Branch_0/Conv2d_1a_1x1/Relu | Relu | 25.00 | 3.00 | 22.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 86 | InceptionV3/InceptionV3/Mixed_6a/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 194.67 | 35.83 | 158.83 | 100165632 | 0.00 | 0.00 | 0.00 | 0.00 | 2795.35 | true |
| 87 | InceptionV3/InceptionV3/Mixed_6a/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 34.33 | 4.00 | 30.33 | 117600 | 0.00 | 0.00 | 0.00 | 0.00 | 29.40 | true |
| 88 | InceptionV3/InceptionV3/Mixed_6a/Branch_1/Conv2d_0b_3x3/Relu | Relu | 26.67 | 4.00 | 22.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 89 | InceptionV3/InceptionV3/Mixed_6a/Branch_1/Conv2d_1a_1x1/BatchNorm/batchnorm/mul | Conv2D | 264.00 | 155.33 | 108.67 | 63774720 | 0.00 | 0.00 | 0.00 | 0.00 | 410.57 | true |
| 90 | InceptionV3/InceptionV3/Mixed_6a/Branch_1/Conv2d_1a_1x1/BatchNorm/batchnorm/add_1 | Add | 33.67 | 4.00 | 29.67 | 27744 | 0.00 | 0.00 | 0.00 | 0.00 | 6.94 | true |
| 91 | InceptionV3/InceptionV3/Mixed_6a/Branch_1/Conv2d_1a_1x1/Relu | Relu | 25.67 | 3.00 | 22.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 92 | InceptionV3/InceptionV3/Mixed_6a/concat | ConcatV2 | 69.67 | 0.00 | 69.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 93 | InceptionV3/InceptionV3/Mixed_6b/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | 69.00 | 27.83 | 41.17 | 5475924 | 0.00 | 0.00 | 0.00 | 0.00 | 196.74 | true |
| 94 | InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 202.67 | 106.67 | 96.00 | 62951552 | 0.00 | 0.00 | 0.00 | 0.00 | 590.17 | true |
| 95 | InceptionV3/InceptionV3/Mixed_6b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 188.00 | 96.17 | 91.83 | 62951552 | 0.00 | 0.00 | 0.00 | 0.00 | 654.61 | true |
| 96 | InceptionV3/InceptionV3/Mixed_6b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 282.33 | 183.50 | 98.83 | 113393664 | 0.00 | 0.00 | 0.00 | 0.00 | 617.95 | true |
| 97 | InceptionV3/InceptionV3/Mixed_6b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 310.33 | 217.67 | 92.67 | 113393664 | 0.00 | 0.00 | 0.00 | 0.00 | 520.95 | true |
| 98 | InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 28.67 | 4.17 | 24.50 | 36992 | 0.00 | 0.00 | 0.00 | 0.00 | 8.88 | true |
| 99 | InceptionV3/InceptionV3/Mixed_6b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 22.00 | 4.00 | 18.00 | 36992 | 0.00 | 0.00 | 0.00 | 0.00 | 9.25 | true |
| 100 | InceptionV3/InceptionV3/Mixed_6b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 24.33 | 4.00 | 20.33 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 13.87 | true |
| 101 | InceptionV3/InceptionV3/Mixed_6b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 22.00 | 4.00 | 18.00 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 13.87 | true |
| 102 | InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0a_1x1/Relu | Relu | 20.67 | 3.00 | 17.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 103 | InceptionV3/InceptionV3/Mixed_6b/Branch_1/Conv2d_0a_1x1/Relu | Relu | 18.67 | 3.00 | 15.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 104 | InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/mul | Conv2D | 238.00 | 96.33 | 141.67 | 116586752 | 0.00 | 0.00 | 0.00 | 0.00 | 1210.25 | true |
| 105 | InceptionV3/InceptionV3/Mixed_6b/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul | Conv2D | 239.00 | 131.00 | 108.00 | 73437312 | 0.00 | 0.00 | 0.00 | 0.00 | 560.59 | true |
| 106 | InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/add_1 | Add | 28.67 | 4.00 | 24.67 | 36992 | 0.00 | 0.00 | 0.00 | 0.00 | 9.25 | true |
| 107 | InceptionV3/InceptionV3/Mixed_6b/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1 | Add | 24.33 | 4.00 | 20.33 | 36992 | 0.00 | 0.00 | 0.00 | 0.00 | 9.25 | true |
| 108 | InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0b_7x1/Relu | Relu | 21.00 | 3.00 | 18.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 109 | InceptionV3/InceptionV3/Mixed_6b/Branch_1/Conv2d_0b_1x7/Relu | Relu | 22.33 | 3.00 | 19.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 110 | InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/mul | Conv2D | 206.67 | 114.67 | 92.00 | 73437312 | 0.00 | 0.00 | 0.00 | 0.00 | 640.44 | true |
| 111 | InceptionV3/InceptionV3/Mixed_6b/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul | Conv2D | 239.33 | 152.33 | 87.00 | 110155968 | 0.00 | 0.00 | 0.00 | 0.00 | 723.13 | true |
| 112 | InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/add_1 | Add | 25.67 | 4.00 | 21.67 | 36992 | 0.00 | 0.00 | 0.00 | 0.00 | 9.25 | true |
| 113 | InceptionV3/InceptionV3/Mixed_6b/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1 | Add | 23.00 | 4.00 | 19.00 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 13.87 | true |
| 114 | InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0c_1x7/Relu | Relu | 19.00 | 3.00 | 16.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 115 | InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/mul | Conv2D | 172.33 | 67.17 | 105.17 | 116586752 | 0.00 | 0.00 | 0.00 | 0.00 | 1735.77 | true |
| 116 | InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/add_1 | Add | 28.33 | 4.00 | 24.33 | 36992 | 0.00 | 0.00 | 0.00 | 0.00 | 9.25 | true |
| 117 | InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0d_7x1/Relu | Relu | 18.67 | 3.00 | 15.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 118 | InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/mul | Conv2D | 200.67 | 118.67 | 82.00 | 110155968 | 0.00 | 0.00 | 0.00 | 0.00 | 928.28 | true |
| 119 | InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/add_1 | Add | 26.67 | 4.00 | 22.67 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 13.87 | true |
| 120 | InceptionV3/InceptionV3/Mixed_6b/concat | ConcatV2 | 70.67 | 0.00 | 70.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 121 | InceptionV3/InceptionV3/Mixed_6b/Branch_0/Conv2d_0a_1x1/Relu | Relu | 22.67 | 4.00 | 18.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 122 | InceptionV3/InceptionV3/Mixed_6c/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | 59.33 | 29.17 | 30.17 | 4592664 | 0.00 | 0.00 | 0.00 | 0.00 | 157.46 | true |
| 123 | InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 218.67 | 143.50 | 75.17 | 78689440 | 0.00 | 0.00 | 0.00 | 0.00 | 548.36 | true |
| 124 | InceptionV3/InceptionV3/Mixed_6c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 197.00 | 132.33 | 64.67 | 78689440 | 0.00 | 0.00 | 0.00 | 0.00 | 594.63 | true |
| 125 | InceptionV3/InceptionV3/Mixed_6c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 259.67 | 184.00 | 75.67 | 113393664 | 0.00 | 0.00 | 0.00 | 0.00 | 616.27 | true |
| 126 | InceptionV3/InceptionV3/Mixed_6c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 289.67 | 220.67 | 69.00 | 113393664 | 0.00 | 0.00 | 0.00 | 0.00 | 513.87 | true |
| 127 | InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 25.00 | 4.50 | 20.50 | 46240 | 0.00 | 0.00 | 0.00 | 0.00 | 10.28 | true |
| 128 | InceptionV3/InceptionV3/Mixed_6c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 19.33 | 4.00 | 15.33 | 46240 | 0.00 | 0.00 | 0.00 | 0.00 | 11.56 | true |
| 129 | InceptionV3/InceptionV3/Mixed_6c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 19.00 | 4.00 | 15.00 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 13.87 | true |
| 130 | InceptionV3/InceptionV3/Mixed_6c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 19.67 | 4.00 | 15.67 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 13.87 | true |
| 131 | InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0a_1x1/Relu | Relu | 17.00 | 3.00 | 14.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 132 | InceptionV3/InceptionV3/Mixed_6c/Branch_1/Conv2d_0a_1x1/Relu | Relu | 18.33 | 3.00 | 15.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 133 | InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/mul | Conv2D | 247.00 | 164.83 | 82.17 | 114734240 | 0.00 | 0.00 | 0.00 | 0.00 | 696.06 | true |
| 134 | InceptionV3/InceptionV3/Mixed_6c/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul | Conv2D | 219.33 | 142.17 | 77.17 | 114734240 | 0.00 | 0.00 | 0.00 | 0.00 | 807.04 | true |
| 135 | InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/add_1 | Add | 24.33 | 4.00 | 20.33 | 46240 | 0.00 | 0.00 | 0.00 | 0.00 | 11.56 | true |
| 136 | InceptionV3/InceptionV3/Mixed_6c/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1 | Add | 18.67 | 4.00 | 14.67 | 46240 | 0.00 | 0.00 | 0.00 | 0.00 | 11.56 | true |
| 137 | InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0b_7x1/Relu | Relu | 19.00 | 3.00 | 16.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 138 | InceptionV3/InceptionV3/Mixed_6c/Branch_1/Conv2d_0b_1x7/Relu | Relu | 17.00 | 3.00 | 14.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 139 | InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/mul | Conv2D | 204.67 | 130.33 | 74.33 | 114734240 | 0.00 | 0.00 | 0.00 | 0.00 | 880.32 | true |
| 140 | InceptionV3/InceptionV3/Mixed_6c/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul | Conv2D | 286.00 | 203.83 | 82.17 | 137681088 | 0.00 | 0.00 | 0.00 | 0.00 | 675.46 | true |
| 141 | InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/add_1 | Add | 24.67 | 4.00 | 20.67 | 46240 | 0.00 | 0.00 | 0.00 | 0.00 | 11.56 | true |
| 142 | InceptionV3/InceptionV3/Mixed_6c/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1 | Add | 19.33 | 4.00 | 15.33 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 13.87 | true |
| 143 | InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0c_1x7/Relu | Relu | 17.00 | 3.00 | 14.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 144 | InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/mul | Conv2D | 243.67 | 164.17 | 79.50 | 114734240 | 0.00 | 0.00 | 0.00 | 0.00 | 698.89 | true |
| 145 | InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/add_1 | Add | 24.00 | 4.00 | 20.00 | 46240 | 0.00 | 0.00 | 0.00 | 0.00 | 11.56 | true |
| 146 | InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0d_7x1/Relu | Relu | 20.67 | 3.00 | 17.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 147 | InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/mul | Conv2D | 212.67 | 133.00 | 79.67 | 137681088 | 0.00 | 0.00 | 0.00 | 0.00 | 1035.20 | true |
| 148 | InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/add_1 | Add | 24.33 | 4.00 | 20.33 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 13.87 | true |
| 149 | InceptionV3/InceptionV3/Mixed_6c/concat | ConcatV2 | 64.67 | 0.00 | 64.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 150 | InceptionV3/InceptionV3/Mixed_6c/Branch_0/Conv2d_0a_1x1/Relu | Relu | 20.67 | 4.00 | 16.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 151 | InceptionV3/InceptionV3/Mixed_6d/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | 58.67 | 29.00 | 29.67 | 4453239 | 0.00 | 0.00 | 0.00 | 0.00 | 153.56 | true |
| 152 | InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 200.33 | 132.67 | 67.67 | 78689440 | 0.00 | 0.00 | 0.00 | 0.00 | 593.13 | true |
| 153 | InceptionV3/InceptionV3/Mixed_6d/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 202.67 | 132.33 | 70.33 | 78689440 | 0.00 | 0.00 | 0.00 | 0.00 | 594.63 | true |
| 154 | InceptionV3/InceptionV3/Mixed_6d/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 256.00 | 182.33 | 73.67 | 113393664 | 0.00 | 0.00 | 0.00 | 0.00 | 621.90 | true |
| 155 | InceptionV3/InceptionV3/Mixed_6d/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 286.33 | 218.83 | 67.50 | 113393664 | 0.00 | 0.00 | 0.00 | 0.00 | 518.17 | true |
| 156 | InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 25.33 | 4.00 | 21.33 | 46240 | 0.00 | 0.00 | 0.00 | 0.00 | 11.56 | true |
| 157 | InceptionV3/InceptionV3/Mixed_6d/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 19.33 | 4.00 | 15.33 | 46240 | 0.00 | 0.00 | 0.00 | 0.00 | 11.56 | true |
| 158 | InceptionV3/InceptionV3/Mixed_6d/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 19.67 | 4.00 | 15.67 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 13.87 | true |
| 159 | InceptionV3/InceptionV3/Mixed_6d/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 19.67 | 4.00 | 15.67 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 13.87 | true |
| 160 | InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0a_1x1/Relu | Relu | 20.00 | 3.00 | 17.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 161 | InceptionV3/InceptionV3/Mixed_6d/Branch_1/Conv2d_0a_1x1/Relu | Relu | 16.67 | 3.00 | 13.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 162 | InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/mul | Conv2D | 248.00 | 164.83 | 83.17 | 114734240 | 0.00 | 0.00 | 0.00 | 0.00 | 696.06 | true |
| 163 | InceptionV3/InceptionV3/Mixed_6d/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul | Conv2D | 221.67 | 140.67 | 81.00 | 114734240 | 0.00 | 0.00 | 0.00 | 0.00 | 815.65 | true |
| 164 | InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/add_1 | Add | 24.33 | 4.00 | 20.33 | 46240 | 0.00 | 0.00 | 0.00 | 0.00 | 11.56 | true |
| 165 | InceptionV3/InceptionV3/Mixed_6d/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1 | Add | 20.00 | 4.00 | 16.00 | 46240 | 0.00 | 0.00 | 0.00 | 0.00 | 11.56 | true |
| 166 | InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0b_7x1/Relu | Relu | 17.00 | 3.00 | 14.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 167 | InceptionV3/InceptionV3/Mixed_6d/Branch_1/Conv2d_0b_1x7/Relu | Relu | 18.33 | 3.00 | 15.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 168 | InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/mul | Conv2D | 211.67 | 130.67 | 81.00 | 114734240 | 0.00 | 0.00 | 0.00 | 0.00 | 878.07 | true |
| 169 | InceptionV3/InceptionV3/Mixed_6d/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul | Conv2D | 292.33 | 188.50 | 103.83 | 137681088 | 0.00 | 0.00 | 0.00 | 0.00 | 730.40 | true |
| 170 | InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/add_1 | Add | 24.67 | 4.00 | 20.67 | 46240 | 0.00 | 0.00 | 0.00 | 0.00 | 11.56 | true |
| 171 | InceptionV3/InceptionV3/Mixed_6d/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1 | Add | 19.67 | 4.00 | 15.67 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 13.87 | true |
| 172 | InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0c_1x7/Relu | Relu | 18.33 | 3.00 | 15.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 173 | InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/mul | Conv2D | 241.67 | 164.17 | 77.50 | 114734240 | 0.00 | 0.00 | 0.00 | 0.00 | 698.89 | true |
| 174 | InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/add_1 | Add | 25.67 | 4.00 | 21.67 | 46240 | 0.00 | 0.00 | 0.00 | 0.00 | 11.56 | true |
| 175 | InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0d_7x1/Relu | Relu | 17.67 | 3.00 | 14.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 176 | InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/mul | Conv2D | 214.33 | 133.50 | 80.83 | 137681088 | 0.00 | 0.00 | 0.00 | 0.00 | 1031.32 | true |
| 177 | InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/add_1 | Add | 24.33 | 4.00 | 20.33 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 13.87 | true |
| 178 | InceptionV3/InceptionV3/Mixed_6d/concat | ConcatV2 | 65.33 | 0.00 | 65.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 179 | InceptionV3/InceptionV3/Mixed_6d/Branch_0/Conv2d_0a_1x1/Relu | Relu | 22.00 | 4.00 | 18.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 180 | InceptionV3/InceptionV3/Mixed_6e/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | 58.67 | 29.67 | 29.00 | 4548759 | 0.00 | 0.00 | 0.00 | 0.00 | 153.33 | true |
| 181 | InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 256.33 | 183.00 | 73.33 | 113393664 | 0.00 | 0.00 | 0.00 | 0.00 | 619.64 | true |
| 182 | InceptionV3/InceptionV3/Mixed_6e/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 253.33 | 182.50 | 70.83 | 113393664 | 0.00 | 0.00 | 0.00 | 0.00 | 621.34 | true |
| 183 | InceptionV3/InceptionV3/Mixed_6e/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 248.33 | 182.17 | 66.17 | 113393664 | 0.00 | 0.00 | 0.00 | 0.00 | 622.47 | true |
| 184 | InceptionV3/InceptionV3/Mixed_6e/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 287.00 | 219.00 | 68.00 | 113393664 | 0.00 | 0.00 | 0.00 | 0.00 | 517.78 | true |
| 185 | InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 25.00 | 4.50 | 20.50 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 12.33 | true |
| 186 | InceptionV3/InceptionV3/Mixed_6e/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 19.33 | 5.00 | 14.33 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 11.10 | true |
| 187 | InceptionV3/InceptionV3/Mixed_6e/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 19.33 | 4.00 | 15.33 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 13.87 | true |
| 188 | InceptionV3/InceptionV3/Mixed_6e/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 19.33 | 4.00 | 15.33 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 13.87 | true |
| 189 | InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0a_1x1/Relu | Relu | 18.33 | 3.00 | 15.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 190 | InceptionV3/InceptionV3/Mixed_6e/Branch_1/Conv2d_0a_1x1/Relu | Relu | 17.33 | 3.00 | 14.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 191 | InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/mul | Conv2D | 266.33 | 195.83 | 70.50 | 165206208 | 0.00 | 0.00 | 0.00 | 0.00 | 843.61 | true |
| 192 | InceptionV3/InceptionV3/Mixed_6e/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul | Conv2D | 243.33 | 191.50 | 51.83 | 165206208 | 0.00 | 0.00 | 0.00 | 0.00 | 862.70 | true |
| 193 | InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/add_1 | Add | 25.33 | 4.00 | 21.33 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 13.87 | true |
| 194 | InceptionV3/InceptionV3/Mixed_6e/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1 | Add | 20.33 | 4.00 | 16.33 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 13.87 | true |
| 195 | InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0b_7x1/Relu | Relu | 18.33 | 3.00 | 15.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 196 | InceptionV3/InceptionV3/Mixed_6e/Branch_1/Conv2d_0b_1x7/Relu | Relu | 16.67 | 3.00 | 13.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 197 | InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/mul | Conv2D | 254.67 | 149.17 | 105.50 | 165206208 | 0.00 | 0.00 | 0.00 | 0.00 | 1107.53 | true |
| 198 | InceptionV3/InceptionV3/Mixed_6e/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul | Conv2D | 298.67 | 253.83 | 44.83 | 165206208 | 0.00 | 0.00 | 0.00 | 0.00 | 650.85 | true |
| 199 | InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/add_1 | Add | 25.00 | 4.00 | 21.00 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 13.87 | true |
| 200 | InceptionV3/InceptionV3/Mixed_6e/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1 | Add | 19.33 | 4.00 | 15.33 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 13.87 | true |
| 201 | InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0c_1x7/Relu | Relu | 18.00 | 3.00 | 15.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 202 | InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/mul | Conv2D | 259.67 | 219.50 | 40.17 | 165206208 | 0.00 | 0.00 | 0.00 | 0.00 | 752.65 | true |
| 203 | InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/add_1 | Add | 25.33 | 4.00 | 21.33 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 13.87 | true |
| 204 | InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0d_7x1/Relu | Relu | 18.33 | 3.00 | 15.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 205 | InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/mul | Conv2D | 254.00 | 177.67 | 76.33 | 165206208 | 0.00 | 0.00 | 0.00 | 0.00 | 929.86 | true |
| 206 | InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/add_1 | Add | 24.00 | 4.00 | 20.00 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 13.87 | true |
| 207 | InceptionV3/InceptionV3/Mixed_6e/concat | ConcatV2 | 65.00 | 0.00 | 65.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 208 | InceptionV3/InceptionV3/Mixed_6e/Branch_0/Conv2d_0a_1x1/Relu | Relu | 20.33 | 4.00 | 16.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 209 | InceptionV3/InceptionV3/Mixed_7a/Branch_2/MaxPool_1a_3x3/MaxPool | MaxPool | 42.33 | 10.00 | 32.33 | 49152 | 0.00 | 0.00 | 0.00 | 0.00 | 4.92 | true |
| 210 | InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 257.00 | 182.67 | 74.33 | 113393664 | 0.00 | 0.00 | 0.00 | 0.00 | 620.77 | true |
| 211 | InceptionV3/InceptionV3/Mixed_7a/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 250.33 | 182.67 | 67.67 | 113393664 | 0.00 | 0.00 | 0.00 | 0.00 | 620.77 | true |
| 212 | InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 24.33 | 4.00 | 20.33 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 13.87 | true |
| 213 | InceptionV3/InceptionV3/Mixed_7a/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 19.67 | 4.00 | 15.67 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 13.87 | true |
| 214 | InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_0a_1x1/Relu | Relu | 18.33 | 3.00 | 15.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 215 | InceptionV3/InceptionV3/Mixed_7a/Branch_0/Conv2d_0a_1x1/Relu | Relu | 17.00 | 3.00 | 14.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 216 | InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul | Conv2D | 231.67 | 147.67 | 84.00 | 165206208 | 0.00 | 0.00 | 0.00 | 0.00 | 1118.78 | true |
| 217 | InceptionV3/InceptionV3/Mixed_7a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/mul | Conv2D | 346.33 | 264.33 | 82.00 | 70799360 | 0.00 | 0.00 | 0.00 | 0.00 | 267.84 | true |
| 218 | InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1 | Add | 25.33 | 4.00 | 21.33 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 13.87 | true |
| 219 | InceptionV3/InceptionV3/Mixed_7a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1 | Add | 18.67 | 4.00 | 14.67 | 20480 | 0.00 | 0.00 | 0.00 | 0.00 | 5.12 | true |
| 220 | InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_0b_1x7/Relu | Relu | 17.67 | 3.00 | 14.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 221 | InceptionV3/InceptionV3/Mixed_7a/Branch_0/Conv2d_1a_3x3/Relu | Relu | 16.67 | 3.00 | 13.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 222 | InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul | Conv2D | 263.00 | 183.00 | 80.00 | 165206208 | 0.00 | 0.00 | 0.00 | 0.00 | 902.77 | true |
| 223 | InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1 | Add | 26.67 | 4.00 | 22.67 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 13.87 | true |
| 224 | InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_0c_7x1/Relu | Relu | 18.33 | 3.00 | 15.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 225 | InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_1a_3x3/BatchNorm/batchnorm/mul | Conv2D | 263.67 | 180.33 | 83.33 | 42479616 | 0.00 | 0.00 | 0.00 | 0.00 | 235.56 | true |
| 226 | InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1 | Add | 24.33 | 4.00 | 20.33 | 12288 | 0.00 | 0.00 | 0.00 | 0.00 | 3.07 | true |
| 227 | InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_1a_3x3/Relu | Relu | 17.00 | 3.00 | 14.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 228 | InceptionV3/InceptionV3/Mixed_7a/concat | ConcatV2 | 52.33 | 0.00 | 52.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 229 | InceptionV3/InceptionV3/Mixed_7b/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | 43.33 | 13.00 | 30.33 | 1590875 | 0.00 | 0.00 | 0.00 | 0.00 | 122.38 | true |
| 230 | InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 386.67 | 300.33 | 86.33 | 73428992 | 0.00 | 0.00 | 0.00 | 0.00 | 244.49 | true |
| 231 | InceptionV3/InceptionV3/Mixed_7b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 378.33 | 298.17 | 80.17 | 62939136 | 0.00 | 0.00 | 0.00 | 0.00 | 211.09 | true |
| 232 | InceptionV3/InceptionV3/Mixed_7b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 356.67 | 289.17 | 67.50 | 52449280 | 0.00 | 0.00 | 0.00 | 0.00 | 181.38 | true |
| 233 | InceptionV3/InceptionV3/Mixed_7b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 337.33 | 253.00 | 84.33 | 31469568 | 0.00 | 0.00 | 0.00 | 0.00 | 124.39 | true |
| 234 | InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 25.33 | 4.00 | 21.33 | 28672 | 0.00 | 0.00 | 0.00 | 0.00 | 7.17 | true |
| 235 | InceptionV3/InceptionV3/Mixed_7b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 21.00 | 4.83 | 16.17 | 24576 | 0.00 | 0.00 | 0.00 | 0.00 | 5.09 | true |
| 236 | InceptionV3/InceptionV3/Mixed_7b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 19.33 | 4.00 | 15.33 | 20480 | 0.00 | 0.00 | 0.00 | 0.00 | 5.12 | true |
| 237 | InceptionV3/InceptionV3/Mixed_7b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 19.00 | 4.00 | 15.00 | 12288 | 0.00 | 0.00 | 0.00 | 0.00 | 3.07 | true |
| 238 | InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0a_1x1/Relu | Relu | 17.33 | 3.00 | 14.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 239 | InceptionV3/InceptionV3/Mixed_7b/Branch_1/Conv2d_0a_1x1/Relu | Relu | 16.67 | 3.00 | 13.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 240 | InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 352.00 | 251.83 | 100.17 | 193486848 | 0.00 | 0.00 | 0.00 | 0.00 | 768.31 | true |
| 241 | InceptionV3/InceptionV3/Mixed_7b/Branch_1/Conv2d_0b_3x1/BatchNorm/batchnorm/mul | Conv2D | 296.00 | 202.67 | 93.33 | 56647680 | 0.00 | 0.00 | 0.00 | 0.00 | 279.51 | true |
| 242 | InceptionV3/InceptionV3/Mixed_7b/Branch_1/Conv2d_0b_1x3/BatchNorm/batchnorm/mul | Conv2D | 234.67 | 171.00 | 63.67 | 56647680 | 0.00 | 0.00 | 0.00 | 0.00 | 331.27 | true |
| 243 | InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 26.33 | 4.00 | 22.33 | 24576 | 0.00 | 0.00 | 0.00 | 0.00 | 6.14 | true |
| 244 | InceptionV3/InceptionV3/Mixed_7b/Branch_1/Conv2d_0b_3x1/BatchNorm/batchnorm/add_1 | Add | 20.33 | 4.00 | 16.33 | 24576 | 0.00 | 0.00 | 0.00 | 0.00 | 6.14 | true |
| 245 | InceptionV3/InceptionV3/Mixed_7b/Branch_1/Conv2d_0b_1x3/BatchNorm/batchnorm/add_1 | Add | 18.33 | 4.00 | 14.33 | 24576 | 0.00 | 0.00 | 0.00 | 0.00 | 6.14 | true |
| 246 | InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0b_3x3/Relu | Relu | 18.67 | 3.00 | 15.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 247 | InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0d_3x1/BatchNorm/batchnorm/mul | Conv2D | 287.67 | 178.67 | 109.00 | 56647680 | 0.00 | 0.00 | 0.00 | 0.00 | 317.06 | true |
| 248 | InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0c_1x3/BatchNorm/batchnorm/mul | Conv2D | 256.67 | 196.50 | 60.17 | 56647680 | 0.00 | 0.00 | 0.00 | 0.00 | 288.28 | true |
| 249 | InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0d_3x1/BatchNorm/batchnorm/add_1 | Add | 25.00 | 4.00 | 21.00 | 24576 | 0.00 | 0.00 | 0.00 | 0.00 | 6.14 | true |
| 250 | InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0c_1x3/BatchNorm/batchnorm/add_1 | Add | 19.33 | 4.00 | 15.33 | 24576 | 0.00 | 0.00 | 0.00 | 0.00 | 6.14 | true |
| 251 | InceptionV3/InceptionV3/Mixed_7b/concat | ConcatV2 | 88.00 | 0.00 | 88.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 252 | InceptionV3/InceptionV3/Mixed_7b/Branch_0/Conv2d_0a_1x1/Relu | Relu | 21.67 | 4.00 | 17.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 253 | InceptionV3/InceptionV3/Mixed_7c/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | 52.00 | 19.17 | 32.83 | 1974668 | 0.00 | 0.00 | 0.00 | 0.00 | 103.02 | true |
| 254 | InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 466.00 | 381.17 | 84.83 | 117469184 | 0.00 | 0.00 | 0.00 | 0.00 | 308.18 | true |
| 255 | InceptionV3/InceptionV3/Mixed_7c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 461.33 | 375.00 | 86.33 | 100687872 | 0.00 | 0.00 | 0.00 | 0.00 | 268.50 | true |
| 256 | InceptionV3/InceptionV3/Mixed_7c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 450.33 | 369.00 | 81.33 | 83906560 | 0.00 | 0.00 | 0.00 | 0.00 | 227.39 | true |
| 257 | InceptionV3/InceptionV3/Mixed_7c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 400.67 | 355.50 | 45.17 | 50343936 | 0.00 | 0.00 | 0.00 | 0.00 | 141.61 | true |
| 258 | InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 25.00 | 4.00 | 21.00 | 28672 | 0.00 | 0.00 | 0.00 | 0.00 | 7.17 | true |
| 259 | InceptionV3/InceptionV3/Mixed_7c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 20.00 | 4.00 | 16.00 | 24576 | 0.00 | 0.00 | 0.00 | 0.00 | 6.14 | true |
| 260 | InceptionV3/InceptionV3/Mixed_7c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 20.33 | 4.00 | 16.33 | 20480 | 0.00 | 0.00 | 0.00 | 0.00 | 5.12 | true |
| 261 | InceptionV3/InceptionV3/Mixed_7c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 19.00 | 4.00 | 15.00 | 12288 | 0.00 | 0.00 | 0.00 | 0.00 | 3.07 | true |
| 262 | InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0a_1x1/Relu | Relu | 18.00 | 3.00 | 15.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 263 | InceptionV3/InceptionV3/Mixed_7c/Branch_1/Conv2d_0a_1x1/Relu | Relu | 17.33 | 3.00 | 14.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 264 | InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 346.00 | 241.83 | 104.17 | 193486848 | 0.00 | 0.00 | 0.00 | 0.00 | 800.08 | true |
| 265 | InceptionV3/InceptionV3/Mixed_7c/Branch_1/Conv2d_0c_3x1/BatchNorm/batchnorm/mul | Conv2D | 286.33 | 227.00 | 59.33 | 56647680 | 0.00 | 0.00 | 0.00 | 0.00 | 249.55 | true |
| 266 | InceptionV3/InceptionV3/Mixed_7c/Branch_1/Conv2d_0b_1x3/BatchNorm/batchnorm/mul | Conv2D | 253.67 | 201.33 | 52.33 | 56647680 | 0.00 | 0.00 | 0.00 | 0.00 | 281.36 | true |
| 267 | InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 26.67 | 4.00 | 22.67 | 24576 | 0.00 | 0.00 | 0.00 | 0.00 | 6.14 | true |
| 268 | InceptionV3/InceptionV3/Mixed_7c/Branch_1/Conv2d_0c_3x1/BatchNorm/batchnorm/add_1 | Add | 20.33 | 4.00 | 16.33 | 24576 | 0.00 | 0.00 | 0.00 | 0.00 | 6.14 | true |
| 269 | InceptionV3/InceptionV3/Mixed_7c/Branch_1/Conv2d_0b_1x3/BatchNorm/batchnorm/add_1 | Add | 19.33 | 4.00 | 15.33 | 24576 | 0.00 | 0.00 | 0.00 | 0.00 | 6.14 | true |
| 270 | InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0b_3x3/Relu | Relu | 16.67 | 3.00 | 13.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 271 | InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0d_3x1/BatchNorm/batchnorm/mul | Conv2D | 296.33 | 199.33 | 97.00 | 56647680 | 0.00 | 0.00 | 0.00 | 0.00 | 284.18 | true |
| 272 | InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0c_1x3/BatchNorm/batchnorm/mul | Conv2D | 276.67 | 201.00 | 75.67 | 56647680 | 0.00 | 0.00 | 0.00 | 0.00 | 281.83 | true |
| 273 | InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0d_3x1/BatchNorm/batchnorm/add_1 | Add | 24.33 | 4.00 | 20.33 | 24576 | 0.00 | 0.00 | 0.00 | 0.00 | 6.14 | true |
| 274 | InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0c_1x3/BatchNorm/batchnorm/add_1 | Add | 19.33 | 4.00 | 15.33 | 24576 | 0.00 | 0.00 | 0.00 | 0.00 | 6.14 | true |
| 275 | InceptionV3/InceptionV3/Mixed_7c/concat | ConcatV2 | 86.67 | 0.00 | 86.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 276 | InceptionV3/InceptionV3/Mixed_7c/Branch_0/Conv2d_0a_1x1/Relu | Relu | 21.33 | 4.00 | 17.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 277 | InceptionV3/Logits/AvgPool_1a_8x8/AvgPool | AvgPool | 43.33 | 12.00 | 31.33 | 178041 | 0.00 | 0.00 | 0.00 | 0.00 | 14.84 | true |
| 278 | InceptionV3/Logits/Conv2d_1c_1x1/convolution | Conv2D | 514.00 | 440.17 | 73.83 | 134218729 | 0.00 | 0.00 | 0.00 | 0.00 | 304.93 | true |
| 279 | InceptionV3/Logits/Conv2d_1c_1x1/BiasAdd | BiasAdd | 27.33 | 4.00 | 23.33 | 1001 | 0.00 | 0.00 | 0.00 | 0.00 | 0.25 | true |
| 280 | InceptionV3/Logits/Conv2d_1c_1x1/BiasAdd-0-0-TransposeNCHWToNHWC-LayoutOptimizer | Transpose | 5.33 | 0.00 | 5.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 281 | InceptionV3/Logits/SpatialSqueeze | Squeeze | 10.00 | 0.00 | 10.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 282 | InceptionV3/Predictions/Shape | Shape | 6.67 | 0.00 | 6.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 283 | InceptionV3/Predictions/Softmax | Softmax | 64.00 | 23.00 | 41.00 | 34455 | 0.00 | 0.00 | 0.00 | 0.00 | 1.50 | true |
| 284 | InceptionV3/Predictions/Reshape_1 | Reshape | 5.67 | 0.00 | 5.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
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