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 | InceptionV4/InceptionV4/Conv2d_1a_3x3/BatchNorm/batchnorm/mul-0-TransposeNHWCToNCHW-LayoutOptimizer | Transpose | 107.00 | 17.83 | 89.17 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 2 | InceptionV4/InceptionV4/Conv2d_1a_3x3/BatchNorm/batchnorm/mul | Conv2D | 238.00 | 28.00 | 210.00 | 41336832 | 0.00 | 0.00 | 0.00 | 0.00 | 1476.32 | true |
| 3 | InceptionV4/InceptionV4/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1 | Add | 56.00 | 9.00 | 47.00 | 710432 | 0.00 | 0.00 | 0.00 | 0.00 | 78.94 | true |
| 4 | InceptionV4/InceptionV4/Conv2d_1a_3x3/Relu | Relu | 33.67 | 7.00 | 26.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 5 | InceptionV4/InceptionV4/Conv2d_2a_3x3/BatchNorm/batchnorm/mul | Conv2D | 289.67 | 81.83 | 207.83 | 214464512 | 0.00 | 0.00 | 0.00 | 0.00 | 2620.73 | true |
| 6 | InceptionV4/InceptionV4/Conv2d_2a_3x3/BatchNorm/batchnorm/add_1 | Add | 45.33 | 10.33 | 35.00 | 691488 | 0.00 | 0.00 | 0.00 | 0.00 | 66.92 | true |
| 7 | InceptionV4/InceptionV4/Conv2d_2a_3x3/Relu | Relu | 33.33 | 7.00 | 26.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 8 | InceptionV4/InceptionV4/Conv2d_2b_3x3/BatchNorm/batchnorm/mul | Conv2D | 302.67 | 130.00 | 172.67 | 428929024 | 0.00 | 0.00 | 0.00 | 0.00 | 3299.45 | true |
| 9 | InceptionV4/InceptionV4/Conv2d_2b_3x3/BatchNorm/batchnorm/add_1 | Add | 53.67 | 22.00 | 31.67 | 1382976 | 0.00 | 0.00 | 0.00 | 0.00 | 62.86 | true |
| 10 | InceptionV4/InceptionV4/Conv2d_2b_3x3/Relu | Relu | 47.67 | 22.00 | 25.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 11 | InceptionV4/InceptionV4/Mixed_3a/Branch_1/Conv2d_0a_3x3/BatchNorm/batchnorm/mul | Conv2D | 277.33 | 156.17 | 121.17 | 595574784 | 0.00 | 0.00 | 0.00 | 0.00 | 3813.70 | true |
| 12 | InceptionV4/InceptionV4/Mixed_3a/Branch_0/MaxPool_0a_3x3/MaxPool | MaxPool | 93.67 | 31.50 | 62.17 | 341056 | 0.00 | 0.00 | 0.00 | 0.00 | 10.83 | true |
| 13 | InceptionV4/InceptionV4/Mixed_3a/Branch_1/Conv2d_0a_3x3/BatchNorm/batchnorm/add_1 | Add | 44.33 | 10.50 | 33.83 | 511584 | 0.00 | 0.00 | 0.00 | 0.00 | 48.72 | true |
| 14 | InceptionV4/InceptionV4/Mixed_3a/Branch_1/Conv2d_0a_3x3/Relu | Relu | 31.67 | 6.00 | 25.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 15 | InceptionV4/InceptionV4/Mixed_3a/concat | ConcatV2 | 114.00 | 0.00 | 114.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 16 | InceptionV4/InceptionV4/Mixed_4a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 193.33 | 62.33 | 131.00 | 110788608 | 0.00 | 0.00 | 0.00 | 0.00 | 1777.37 | true |
| 17 | InceptionV4/InceptionV4/Mixed_4a/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 178.67 | 63.83 | 114.83 | 110788608 | 0.00 | 0.00 | 0.00 | 0.00 | 1735.60 | true |
| 18 | InceptionV4/InceptionV4/Mixed_4a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 40.33 | 7.00 | 33.33 | 341056 | 0.00 | 0.00 | 0.00 | 0.00 | 48.72 | true |
| 19 | InceptionV4/InceptionV4/Mixed_4a/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 32.33 | 6.00 | 26.33 | 341056 | 0.00 | 0.00 | 0.00 | 0.00 | 56.84 | true |
| 20 | InceptionV4/InceptionV4/Mixed_4a/Branch_1/Conv2d_0a_1x1/Relu | Relu | 29.00 | 5.00 | 24.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 21 | InceptionV4/InceptionV4/Mixed_4a/Branch_0/Conv2d_0a_1x1/Relu | Relu | 26.67 | 4.00 | 22.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 22 | InceptionV4/InceptionV4/Mixed_4a/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul | Conv2D | 322.33 | 160.67 | 161.67 | 306787392 | 0.00 | 0.00 | 0.00 | 0.00 | 1909.47 | true |
| 23 | InceptionV4/InceptionV4/Mixed_4a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/mul | Conv2D | 266.33 | 87.50 | 178.83 | 299784192 | 0.00 | 0.00 | 0.00 | 0.00 | 3426.11 | true |
| 24 | InceptionV4/InceptionV4/Mixed_4a/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1 | Add | 43.33 | 8.00 | 35.33 | 341056 | 0.00 | 0.00 | 0.00 | 0.00 | 42.63 | true |
| 25 | InceptionV4/InceptionV4/Mixed_4a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1 | Add | 34.67 | 9.00 | 25.67 | 483936 | 0.00 | 0.00 | 0.00 | 0.00 | 53.77 | true |
| 26 | InceptionV4/InceptionV4/Mixed_4a/Branch_1/Conv2d_0b_1x7/Relu | Relu | 29.00 | 5.00 | 24.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 27 | InceptionV4/InceptionV4/Mixed_4a/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul | Conv2D | 346.00 | 200.50 | 145.50 | 306787392 | 0.00 | 0.00 | 0.00 | 0.00 | 1530.11 | true |
| 28 | InceptionV4/InceptionV4/Mixed_4a/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1 | Add | 41.67 | 6.00 | 35.67 | 341056 | 0.00 | 0.00 | 0.00 | 0.00 | 56.84 | true |
| 29 | InceptionV4/InceptionV4/Mixed_4a/Branch_1/Conv2d_0c_7x1/Relu | Relu | 30.33 | 5.00 | 25.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 30 | InceptionV4/InceptionV4/Mixed_4a/Branch_1/Conv2d_1a_3x3/BatchNorm/batchnorm/mul | Conv2D | 256.33 | 84.50 | 171.83 | 299784192 | 0.00 | 0.00 | 0.00 | 0.00 | 3547.74 | true |
| 31 | InceptionV4/InceptionV4/Mixed_4a/Branch_1/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1 | Add | 44.00 | 7.83 | 36.17 | 483936 | 0.00 | 0.00 | 0.00 | 0.00 | 61.78 | true |
| 32 | InceptionV4/InceptionV4/Mixed_4a/concat | ConcatV2 | 108.67 | 0.00 | 108.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 33 | InceptionV4/InceptionV4/Mixed_4a/Branch_0/Conv2d_1a_3x3/Relu | Relu | 43.33 | 13.00 | 30.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 34 | InceptionV4/InceptionV4/Mixed_5a/Branch_1/MaxPool_1a_3x3/MaxPool | MaxPool | 75.67 | 21.50 | 54.17 | 235200 | 0.00 | 0.00 | 0.00 | 0.00 | 10.94 | true |
| 35 | InceptionV4/InceptionV4/Mixed_5a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/mul | Conv2D | 470.00 | 321.50 | 148.50 | 828348096 | 0.00 | 0.00 | 0.00 | 0.00 | 2576.51 | true |
| 36 | InceptionV4/InceptionV4/Mixed_5a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1 | Add | 42.67 | 6.00 | 36.67 | 235200 | 0.00 | 0.00 | 0.00 | 0.00 | 39.20 | true |
| 37 | InceptionV4/InceptionV4/Mixed_5a/Branch_0/Conv2d_1a_3x3/Relu | Relu | 28.33 | 4.00 | 24.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 38 | InceptionV4/InceptionV4/Mixed_5a/concat | ConcatV2 | 73.33 | 0.00 | 73.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 39 | InceptionV4/InceptionV4/Mixed_5b/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | 106.00 | 49.50 | 56.50 | 12156951 | 0.00 | 0.00 | 0.00 | 0.00 | 245.59 | true |
| 40 | InceptionV4/InceptionV4/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 224.67 | 98.50 | 126.17 | 63078400 | 0.00 | 0.00 | 0.00 | 0.00 | 640.39 | true |
| 41 | InceptionV4/InceptionV4/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 213.00 | 98.00 | 115.00 | 63078400 | 0.00 | 0.00 | 0.00 | 0.00 | 643.66 | true |
| 42 | InceptionV4/InceptionV4/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 192.33 | 76.00 | 116.33 | 94617600 | 0.00 | 0.00 | 0.00 | 0.00 | 1244.97 | true |
| 43 | InceptionV4/InceptionV4/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 219.33 | 106.33 | 113.00 | 94617600 | 0.00 | 0.00 | 0.00 | 0.00 | 889.82 | true |
| 44 | InceptionV4/InceptionV4/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 38.67 | 5.00 | 33.67 | 78400 | 0.00 | 0.00 | 0.00 | 0.00 | 15.68 | true |
| 45 | InceptionV4/InceptionV4/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 31.67 | 5.00 | 26.67 | 78400 | 0.00 | 0.00 | 0.00 | 0.00 | 15.68 | true |
| 46 | InceptionV4/InceptionV4/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 29.33 | 4.00 | 25.33 | 117600 | 0.00 | 0.00 | 0.00 | 0.00 | 29.40 | true |
| 47 | InceptionV4/InceptionV4/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 29.67 | 4.00 | 25.67 | 117600 | 0.00 | 0.00 | 0.00 | 0.00 | 29.40 | true |
| 48 | InceptionV4/InceptionV4/Mixed_5b/Branch_2/Conv2d_0a_1x1/Relu | Relu | 28.67 | 3.00 | 25.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 49 | InceptionV4/InceptionV4/Mixed_5b/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 |
| 50 | InceptionV4/InceptionV4/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 209.67 | 36.17 | 173.50 | 100165632 | 0.00 | 0.00 | 0.00 | 0.00 | 2769.53 | true |
| 51 | InceptionV4/InceptionV4/Mixed_5b/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 207.67 | 35.83 | 171.83 | 100165632 | 0.00 | 0.00 | 0.00 | 0.00 | 2795.27 | true |
| 52 | InceptionV4/InceptionV4/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 38.67 | 4.00 | 34.67 | 117600 | 0.00 | 0.00 | 0.00 | 0.00 | 29.40 | true |
| 53 | InceptionV4/InceptionV4/Mixed_5b/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 29.33 | 4.00 | 25.33 | 117600 | 0.00 | 0.00 | 0.00 | 0.00 | 29.40 | true |
| 54 | InceptionV4/InceptionV4/Mixed_5b/Branch_2/Conv2d_0b_3x3/Relu | Relu | 31.00 | 4.00 | 27.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 55 | InceptionV4/InceptionV4/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul | Conv2D | 216.00 | 46.00 | 170.00 | 149372928 | 0.00 | 0.00 | 0.00 | 0.00 | 3247.24 | true |
| 56 | InceptionV4/InceptionV4/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1 | Add | 37.00 | 4.17 | 32.83 | 117600 | 0.00 | 0.00 | 0.00 | 0.00 | 28.22 | true |
| 57 | InceptionV4/InceptionV4/Mixed_5b/concat | ConcatV2 | 108.33 | 0.00 | 108.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 58 | InceptionV4/InceptionV4/Mixed_5b/Branch_0/Conv2d_0a_1x1/Relu | Relu | 34.33 | 6.00 | 28.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 59 | InceptionV4/InceptionV4/Mixed_5c/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | 106.00 | 55.00 | 51.00 | 10644816 | 0.00 | 0.00 | 0.00 | 0.00 | 193.54 | true |
| 60 | InceptionV4/InceptionV4/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 215.00 | 99.00 | 116.00 | 63078400 | 0.00 | 0.00 | 0.00 | 0.00 | 637.16 | true |
| 61 | InceptionV4/InceptionV4/Mixed_5c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 209.33 | 98.00 | 111.33 | 63078400 | 0.00 | 0.00 | 0.00 | 0.00 | 643.66 | true |
| 62 | InceptionV4/InceptionV4/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 188.67 | 76.00 | 112.67 | 94617600 | 0.00 | 0.00 | 0.00 | 0.00 | 1244.97 | true |
| 63 | InceptionV4/InceptionV4/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 216.67 | 105.33 | 111.33 | 94617600 | 0.00 | 0.00 | 0.00 | 0.00 | 898.27 | true |
| 64 | InceptionV4/InceptionV4/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 37.67 | 5.00 | 32.67 | 78400 | 0.00 | 0.00 | 0.00 | 0.00 | 15.68 | true |
| 65 | InceptionV4/InceptionV4/Mixed_5c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 29.00 | 5.00 | 24.00 | 78400 | 0.00 | 0.00 | 0.00 | 0.00 | 15.68 | true |
| 66 | InceptionV4/InceptionV4/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 28.67 | 4.00 | 24.67 | 117600 | 0.00 | 0.00 | 0.00 | 0.00 | 29.40 | true |
| 67 | InceptionV4/InceptionV4/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 29.00 | 4.00 | 25.00 | 117600 | 0.00 | 0.00 | 0.00 | 0.00 | 29.40 | true |
| 68 | InceptionV4/InceptionV4/Mixed_5c/Branch_2/Conv2d_0a_1x1/Relu | Relu | 27.00 | 3.00 | 24.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 69 | InceptionV4/InceptionV4/Mixed_5c/Branch_1/Conv2d_0a_1x1/Relu | Relu | 25.67 | 3.00 | 22.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 70 | InceptionV4/InceptionV4/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 205.33 | 35.50 | 169.83 | 100165632 | 0.00 | 0.00 | 0.00 | 0.00 | 2821.57 | true |
| 71 | InceptionV4/InceptionV4/Mixed_5c/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 205.33 | 35.50 | 169.83 | 100165632 | 0.00 | 0.00 | 0.00 | 0.00 | 2821.57 | true |
| 72 | InceptionV4/InceptionV4/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 38.00 | 4.00 | 34.00 | 117600 | 0.00 | 0.00 | 0.00 | 0.00 | 29.40 | true |
| 73 | InceptionV4/InceptionV4/Mixed_5c/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 28.67 | 4.00 | 24.67 | 117600 | 0.00 | 0.00 | 0.00 | 0.00 | 29.40 | true |
| 74 | InceptionV4/InceptionV4/Mixed_5c/Branch_2/Conv2d_0b_3x3/Relu | Relu | 27.67 | 4.00 | 23.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 75 | InceptionV4/InceptionV4/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul | Conv2D | 215.00 | 46.17 | 168.83 | 149372928 | 0.00 | 0.00 | 0.00 | 0.00 | 3235.49 | true |
| 76 | InceptionV4/InceptionV4/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1 | Add | 37.33 | 4.17 | 33.17 | 117600 | 0.00 | 0.00 | 0.00 | 0.00 | 28.22 | true |
| 77 | InceptionV4/InceptionV4/Mixed_5c/concat | ConcatV2 | 101.67 | 0.00 | 101.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 78 | InceptionV4/InceptionV4/Mixed_5c/Branch_0/Conv2d_0a_1x1/Relu | Relu | 33.33 | 6.00 | 27.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 79 | InceptionV4/InceptionV4/Mixed_5d/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | 106.67 | 56.00 | 50.67 | 10427196 | 0.00 | 0.00 | 0.00 | 0.00 | 186.20 | true |
| 80 | InceptionV4/InceptionV4/Mixed_5d/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 204.00 | 99.00 | 105.00 | 63078400 | 0.00 | 0.00 | 0.00 | 0.00 | 637.16 | true |
| 81 | InceptionV4/InceptionV4/Mixed_5d/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 204.67 | 98.00 | 106.67 | 63078400 | 0.00 | 0.00 | 0.00 | 0.00 | 643.66 | true |
| 82 | InceptionV4/InceptionV4/Mixed_5d/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 177.67 | 76.00 | 101.67 | 94617600 | 0.00 | 0.00 | 0.00 | 0.00 | 1244.97 | true |
| 83 | InceptionV4/InceptionV4/Mixed_5d/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 192.00 | 106.00 | 86.00 | 94617600 | 0.00 | 0.00 | 0.00 | 0.00 | 892.62 | true |
| 84 | InceptionV4/InceptionV4/Mixed_5d/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 30.67 | 5.00 | 25.67 | 78400 | 0.00 | 0.00 | 0.00 | 0.00 | 15.68 | true |
| 85 | InceptionV4/InceptionV4/Mixed_5d/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 24.00 | 5.00 | 19.00 | 78400 | 0.00 | 0.00 | 0.00 | 0.00 | 15.68 | true |
| 86 | InceptionV4/InceptionV4/Mixed_5d/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 22.67 | 4.00 | 18.67 | 117600 | 0.00 | 0.00 | 0.00 | 0.00 | 29.40 | true |
| 87 | InceptionV4/InceptionV4/Mixed_5d/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 23.67 | 4.00 | 19.67 | 117600 | 0.00 | 0.00 | 0.00 | 0.00 | 29.40 | true |
| 88 | InceptionV4/InceptionV4/Mixed_5d/Branch_2/Conv2d_0a_1x1/Relu | Relu | 20.33 | 3.00 | 17.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 89 | InceptionV4/InceptionV4/Mixed_5d/Branch_1/Conv2d_0a_1x1/Relu | Relu | 21.67 | 3.00 | 18.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 90 | InceptionV4/InceptionV4/Mixed_5d/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 166.67 | 35.67 | 131.00 | 100165632 | 0.00 | 0.00 | 0.00 | 0.00 | 2808.36 | true |
| 91 | InceptionV4/InceptionV4/Mixed_5d/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 161.67 | 35.67 | 126.00 | 100165632 | 0.00 | 0.00 | 0.00 | 0.00 | 2808.36 | true |
| 92 | InceptionV4/InceptionV4/Mixed_5d/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 30.00 | 4.00 | 26.00 | 117600 | 0.00 | 0.00 | 0.00 | 0.00 | 29.40 | true |
| 93 | InceptionV4/InceptionV4/Mixed_5d/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 22.67 | 4.00 | 18.67 | 117600 | 0.00 | 0.00 | 0.00 | 0.00 | 29.40 | true |
| 94 | InceptionV4/InceptionV4/Mixed_5d/Branch_2/Conv2d_0b_3x3/Relu | Relu | 22.00 | 4.00 | 18.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 95 | InceptionV4/InceptionV4/Mixed_5d/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul | Conv2D | 162.67 | 46.67 | 116.00 | 149372928 | 0.00 | 0.00 | 0.00 | 0.00 | 3200.83 | true |
| 96 | InceptionV4/InceptionV4/Mixed_5d/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1 | Add | 24.33 | 4.00 | 20.33 | 117600 | 0.00 | 0.00 | 0.00 | 0.00 | 29.40 | true |
| 97 | InceptionV4/InceptionV4/Mixed_5d/concat | ConcatV2 | 68.00 | 0.00 | 68.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 98 | InceptionV4/InceptionV4/Mixed_5d/Branch_0/Conv2d_0a_1x1/Relu | Relu | 24.00 | 6.00 | 18.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 99 | InceptionV4/InceptionV4/Mixed_5e/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | 85.67 | 56.00 | 29.67 | 10465086 | 0.00 | 0.00 | 0.00 | 0.00 | 186.88 | true |
| 100 | InceptionV4/InceptionV4/Mixed_5e/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 169.33 | 99.33 | 70.00 | 63078400 | 0.00 | 0.00 | 0.00 | 0.00 | 635.02 | true |
| 101 | InceptionV4/InceptionV4/Mixed_5e/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 166.00 | 98.00 | 68.00 | 63078400 | 0.00 | 0.00 | 0.00 | 0.00 | 643.66 | true |
| 102 | InceptionV4/InceptionV4/Mixed_5e/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 143.00 | 76.00 | 67.00 | 94617600 | 0.00 | 0.00 | 0.00 | 0.00 | 1244.97 | true |
| 103 | InceptionV4/InceptionV4/Mixed_5e/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 171.00 | 106.33 | 64.67 | 94617600 | 0.00 | 0.00 | 0.00 | 0.00 | 889.82 | true |
| 104 | InceptionV4/InceptionV4/Mixed_5e/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 24.33 | 5.00 | 19.33 | 78400 | 0.00 | 0.00 | 0.00 | 0.00 | 15.68 | true |
| 105 | InceptionV4/InceptionV4/Mixed_5e/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 21.00 | 5.00 | 16.00 | 78400 | 0.00 | 0.00 | 0.00 | 0.00 | 15.68 | true |
| 106 | InceptionV4/InceptionV4/Mixed_5e/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 19.00 | 4.00 | 15.00 | 117600 | 0.00 | 0.00 | 0.00 | 0.00 | 29.40 | true |
| 107 | InceptionV4/InceptionV4/Mixed_5e/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 19.67 | 4.00 | 15.67 | 117600 | 0.00 | 0.00 | 0.00 | 0.00 | 29.40 | true |
| 108 | InceptionV4/InceptionV4/Mixed_5e/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 |
| 109 | InceptionV4/InceptionV4/Mixed_5e/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 |
| 110 | InceptionV4/InceptionV4/Mixed_5e/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 133.33 | 35.67 | 97.67 | 100165632 | 0.00 | 0.00 | 0.00 | 0.00 | 2808.36 | true |
| 111 | InceptionV4/InceptionV4/Mixed_5e/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 130.33 | 35.67 | 94.67 | 100165632 | 0.00 | 0.00 | 0.00 | 0.00 | 2808.36 | true |
| 112 | InceptionV4/InceptionV4/Mixed_5e/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 24.33 | 4.00 | 20.33 | 117600 | 0.00 | 0.00 | 0.00 | 0.00 | 29.40 | true |
| 113 | InceptionV4/InceptionV4/Mixed_5e/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 19.33 | 4.00 | 15.33 | 117600 | 0.00 | 0.00 | 0.00 | 0.00 | 29.40 | true |
| 114 | InceptionV4/InceptionV4/Mixed_5e/Branch_2/Conv2d_0b_3x3/Relu | Relu | 17.67 | 4.00 | 13.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 115 | InceptionV4/InceptionV4/Mixed_5e/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul | Conv2D | 140.33 | 46.67 | 93.67 | 149372928 | 0.00 | 0.00 | 0.00 | 0.00 | 3200.83 | true |
| 116 | InceptionV4/InceptionV4/Mixed_5e/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1 | Add | 23.33 | 4.00 | 19.33 | 117600 | 0.00 | 0.00 | 0.00 | 0.00 | 29.40 | true |
| 117 | InceptionV4/InceptionV4/Mixed_5e/concat | ConcatV2 | 67.67 | 0.00 | 67.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 118 | InceptionV4/InceptionV4/Mixed_5e/Branch_0/Conv2d_0a_1x1/Relu | Relu | 22.67 | 6.00 | 16.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 119 | InceptionV4/InceptionV4/Mixed_6a/Branch_2/MaxPool_1a_3x3/MaxPool | MaxPool | 45.00 | 12.00 | 33.00 | 110976 | 0.00 | 0.00 | 0.00 | 0.00 | 9.25 | true |
| 120 | InceptionV4/InceptionV4/Mixed_6a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 170.00 | 100.17 | 69.83 | 189235200 | 0.00 | 0.00 | 0.00 | 0.00 | 1889.20 | true |
| 121 | InceptionV4/InceptionV4/Mixed_6a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/mul | Conv2D | 558.00 | 468.83 | 89.17 | 849457536 | 0.00 | 0.00 | 0.00 | 0.00 | 1811.86 | true |
| 122 | InceptionV4/InceptionV4/Mixed_6a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 27.67 | 7.00 | 20.67 | 235200 | 0.00 | 0.00 | 0.00 | 0.00 | 33.60 | true |
| 123 | InceptionV4/InceptionV4/Mixed_6a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1 | Add | 20.00 | 5.00 | 15.00 | 110976 | 0.00 | 0.00 | 0.00 | 0.00 | 22.20 | true |
| 124 | InceptionV4/InceptionV4/Mixed_6a/Branch_1/Conv2d_0a_1x1/Relu | Relu | 19.67 | 4.00 | 15.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 125 | InceptionV4/InceptionV4/Mixed_6a/Branch_0/Conv2d_1a_3x3/Relu | Relu | 17.00 | 3.00 | 14.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 126 | InceptionV4/InceptionV4/Mixed_6a/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | 251.33 | 153.67 | 97.67 | 692987904 | 0.00 | 0.00 | 0.00 | 0.00 | 4509.67 | true |
| 127 | InceptionV4/InceptionV4/Mixed_6a/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | 26.00 | 7.00 | 19.00 | 274400 | 0.00 | 0.00 | 0.00 | 0.00 | 39.20 | true |
| 128 | InceptionV4/InceptionV4/Mixed_6a/Branch_1/Conv2d_0b_3x3/Relu | Relu | 19.00 | 4.33 | 14.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 129 | InceptionV4/InceptionV4/Mixed_6a/Branch_1/Conv2d_1a_3x3/BatchNorm/batchnorm/mul | Conv2D | 377.00 | 294.67 | 82.33 | 330375424 | 0.00 | 0.00 | 0.00 | 0.00 | 1121.18 | true |
| 130 | InceptionV4/InceptionV4/Mixed_6a/Branch_1/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1 | Add | 24.33 | 5.00 | 19.33 | 73984 | 0.00 | 0.00 | 0.00 | 0.00 | 14.80 | true |
| 131 | InceptionV4/InceptionV4/Mixed_6a/Branch_1/Conv2d_1a_3x3/Relu | Relu | 18.67 | 3.00 | 15.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 132 | InceptionV4/InceptionV4/Mixed_6a/concat | ConcatV2 | 54.33 | 0.00 | 54.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 133 | InceptionV4/InceptionV4/Mixed_6b/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | 69.00 | 35.50 | 33.50 | 7044412 | 0.00 | 0.00 | 0.00 | 0.00 | 198.43 | true |
| 134 | InceptionV4/InceptionV4/Mixed_6b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 319.00 | 240.33 | 78.67 | 151142400 | 0.00 | 0.00 | 0.00 | 0.00 | 628.89 | true |
| 135 | InceptionV4/InceptionV4/Mixed_6b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 307.33 | 239.00 | 68.33 | 151142400 | 0.00 | 0.00 | 0.00 | 0.00 | 632.39 | true |
| 136 | InceptionV4/InceptionV4/Mixed_6b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 358.67 | 278.67 | 80.00 | 251769216 | 0.00 | 0.00 | 0.00 | 0.00 | 903.48 | true |
| 137 | InceptionV4/InceptionV4/Mixed_6b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 244.00 | 172.17 | 71.83 | 83923072 | 0.00 | 0.00 | 0.00 | 0.00 | 487.45 | true |
| 138 | InceptionV4/InceptionV4/Mixed_6b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 26.00 | 5.00 | 21.00 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 11.10 | true |
| 139 | InceptionV4/InceptionV4/Mixed_6b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 20.33 | 5.00 | 15.33 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 11.10 | true |
| 140 | InceptionV4/InceptionV4/Mixed_6b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 21.00 | 4.33 | 16.67 | 110976 | 0.00 | 0.00 | 0.00 | 0.00 | 25.61 | true |
| 141 | InceptionV4/InceptionV4/Mixed_6b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 19.33 | 4.00 | 15.33 | 36992 | 0.00 | 0.00 | 0.00 | 0.00 | 9.25 | true |
| 142 | InceptionV4/InceptionV4/Mixed_6b/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 |
| 143 | InceptionV4/InceptionV4/Mixed_6b/Branch_1/Conv2d_0a_1x1/Relu | Relu | 17.00 | 3.00 | 14.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 144 | InceptionV4/InceptionV4/Mixed_6b/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/mul | Conv2D | 265.33 | 183.83 | 81.50 | 165206208 | 0.00 | 0.00 | 0.00 | 0.00 | 898.68 | true |
| 145 | InceptionV4/InceptionV4/Mixed_6b/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul | Conv2D | 276.33 | 193.33 | 83.00 | 192740576 | 0.00 | 0.00 | 0.00 | 0.00 | 996.94 | true |
| 146 | InceptionV4/InceptionV4/Mixed_6b/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/add_1 | Add | 24.33 | 4.00 | 20.33 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 13.87 | true |
| 147 | InceptionV4/InceptionV4/Mixed_6b/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1 | Add | 22.33 | 4.00 | 18.33 | 64736 | 0.00 | 0.00 | 0.00 | 0.00 | 16.18 | true |
| 148 | InceptionV4/InceptionV4/Mixed_6b/Branch_2/Conv2d_0b_7x1/Relu | Relu | 17.33 | 3.00 | 14.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 149 | InceptionV4/InceptionV4/Mixed_6b/Branch_1/Conv2d_0b_1x7/Relu | Relu | 18.67 | 3.00 | 15.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 150 | InceptionV4/InceptionV4/Mixed_6b/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/mul | Conv2D | 267.67 | 184.67 | 83.00 | 192740576 | 0.00 | 0.00 | 0.00 | 0.00 | 1043.72 | true |
| 151 | InceptionV4/InceptionV4/Mixed_6b/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul | Conv2D | 365.33 | 279.83 | 85.50 | 256975104 | 0.00 | 0.00 | 0.00 | 0.00 | 918.32 | true |
| 152 | InceptionV4/InceptionV4/Mixed_6b/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/add_1 | Add | 25.33 | 5.00 | 20.33 | 64736 | 0.00 | 0.00 | 0.00 | 0.00 | 12.95 | true |
| 153 | InceptionV4/InceptionV4/Mixed_6b/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1 | Add | 19.33 | 4.17 | 15.17 | 73984 | 0.00 | 0.00 | 0.00 | 0.00 | 17.75 | true |
| 154 | InceptionV4/InceptionV4/Mixed_6b/Branch_2/Conv2d_0c_1x7/Relu | Relu | 18.67 | 3.00 | 15.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 155 | InceptionV4/InceptionV4/Mixed_6b/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/mul | Conv2D | 338.67 | 256.00 | 82.67 | 224853216 | 0.00 | 0.00 | 0.00 | 0.00 | 878.33 | true |
| 156 | InceptionV4/InceptionV4/Mixed_6b/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/add_1 | Add | 24.67 | 4.33 | 20.33 | 64736 | 0.00 | 0.00 | 0.00 | 0.00 | 14.94 | true |
| 157 | InceptionV4/InceptionV4/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 |
| 158 | InceptionV4/InceptionV4/Mixed_6b/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/mul | Conv2D | 289.00 | 214.00 | 75.00 | 256975104 | 0.00 | 0.00 | 0.00 | 0.00 | 1200.82 | true |
| 159 | InceptionV4/InceptionV4/Mixed_6b/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/add_1 | Add | 25.33 | 4.50 | 20.83 | 73984 | 0.00 | 0.00 | 0.00 | 0.00 | 16.44 | true |
| 160 | InceptionV4/InceptionV4/Mixed_6b/concat | ConcatV2 | 67.00 | 0.00 | 67.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 161 | InceptionV4/InceptionV4/Mixed_6b/Branch_0/Conv2d_0a_1x1/Relu | Relu | 22.33 | 4.00 | 18.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 162 | InceptionV4/InceptionV4/Mixed_6c/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | 70.33 | 38.00 | 32.33 | 5985412 | 0.00 | 0.00 | 0.00 | 0.00 | 157.51 | true |
| 163 | InceptionV4/InceptionV4/Mixed_6c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 315.67 | 242.33 | 73.33 | 151142400 | 0.00 | 0.00 | 0.00 | 0.00 | 623.70 | true |
| 164 | InceptionV4/InceptionV4/Mixed_6c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 310.67 | 239.00 | 71.67 | 151142400 | 0.00 | 0.00 | 0.00 | 0.00 | 632.39 | true |
| 165 | InceptionV4/InceptionV4/Mixed_6c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 359.00 | 278.67 | 80.33 | 251769216 | 0.00 | 0.00 | 0.00 | 0.00 | 903.48 | true |
| 166 | InceptionV4/InceptionV4/Mixed_6c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 237.00 | 170.50 | 66.50 | 83923072 | 0.00 | 0.00 | 0.00 | 0.00 | 492.22 | true |
| 167 | InceptionV4/InceptionV4/Mixed_6c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 26.00 | 5.00 | 21.00 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 11.10 | true |
| 168 | InceptionV4/InceptionV4/Mixed_6c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 21.67 | 5.00 | 16.67 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 11.10 | true |
| 169 | InceptionV4/InceptionV4/Mixed_6c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 19.33 | 4.00 | 15.33 | 110976 | 0.00 | 0.00 | 0.00 | 0.00 | 27.74 | true |
| 170 | InceptionV4/InceptionV4/Mixed_6c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 19.67 | 4.00 | 15.67 | 36992 | 0.00 | 0.00 | 0.00 | 0.00 | 9.25 | true |
| 171 | InceptionV4/InceptionV4/Mixed_6c/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 |
| 172 | InceptionV4/InceptionV4/Mixed_6c/Branch_1/Conv2d_0a_1x1/Relu | Relu | 16.33 | 3.00 | 13.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 173 | InceptionV4/InceptionV4/Mixed_6c/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/mul | Conv2D | 295.33 | 241.00 | 54.33 | 165206208 | 0.00 | 0.00 | 0.00 | 0.00 | 685.50 | true |
| 174 | InceptionV4/InceptionV4/Mixed_6c/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul | Conv2D | 272.33 | 194.83 | 77.50 | 192740576 | 0.00 | 0.00 | 0.00 | 0.00 | 989.26 | true |
| 175 | InceptionV4/InceptionV4/Mixed_6c/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/add_1 | Add | 25.00 | 4.00 | 21.00 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 13.87 | true |
| 176 | InceptionV4/InceptionV4/Mixed_6c/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1 | Add | 19.33 | 4.00 | 15.33 | 64736 | 0.00 | 0.00 | 0.00 | 0.00 | 16.18 | true |
| 177 | InceptionV4/InceptionV4/Mixed_6c/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 |
| 178 | InceptionV4/InceptionV4/Mixed_6c/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 |
| 179 | InceptionV4/InceptionV4/Mixed_6c/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/mul | Conv2D | 260.00 | 185.00 | 75.00 | 192740576 | 0.00 | 0.00 | 0.00 | 0.00 | 1041.84 | true |
| 180 | InceptionV4/InceptionV4/Mixed_6c/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul | Conv2D | 360.33 | 279.50 | 80.83 | 256975104 | 0.00 | 0.00 | 0.00 | 0.00 | 919.41 | true |
| 181 | InceptionV4/InceptionV4/Mixed_6c/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/add_1 | Add | 24.67 | 5.00 | 19.67 | 64736 | 0.00 | 0.00 | 0.00 | 0.00 | 12.95 | true |
| 182 | InceptionV4/InceptionV4/Mixed_6c/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1 | Add | 20.00 | 4.00 | 16.00 | 73984 | 0.00 | 0.00 | 0.00 | 0.00 | 18.50 | true |
| 183 | InceptionV4/InceptionV4/Mixed_6c/Branch_2/Conv2d_0c_1x7/Relu | Relu | 17.67 | 3.00 | 14.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 184 | InceptionV4/InceptionV4/Mixed_6c/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/mul | Conv2D | 351.67 | 259.00 | 92.67 | 224853216 | 0.00 | 0.00 | 0.00 | 0.00 | 868.16 | true |
| 185 | InceptionV4/InceptionV4/Mixed_6c/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/add_1 | Add | 25.33 | 4.00 | 21.33 | 64736 | 0.00 | 0.00 | 0.00 | 0.00 | 16.18 | true |
| 186 | InceptionV4/InceptionV4/Mixed_6c/Branch_2/Conv2d_0d_7x1/Relu | Relu | 18.00 | 3.00 | 15.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 187 | InceptionV4/InceptionV4/Mixed_6c/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/mul | Conv2D | 293.33 | 212.00 | 81.33 | 256975104 | 0.00 | 0.00 | 0.00 | 0.00 | 1212.15 | true |
| 188 | InceptionV4/InceptionV4/Mixed_6c/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/add_1 | Add | 24.33 | 4.00 | 20.33 | 73984 | 0.00 | 0.00 | 0.00 | 0.00 | 18.50 | true |
| 189 | InceptionV4/InceptionV4/Mixed_6c/concat | ConcatV2 | 68.00 | 0.00 | 68.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 190 | InceptionV4/InceptionV4/Mixed_6c/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 |
| 191 | InceptionV4/InceptionV4/Mixed_6d/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | 68.67 | 38.00 | 30.67 | 5981137 | 0.00 | 0.00 | 0.00 | 0.00 | 157.40 | true |
| 192 | InceptionV4/InceptionV4/Mixed_6d/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 314.00 | 240.00 | 74.00 | 151142400 | 0.00 | 0.00 | 0.00 | 0.00 | 629.76 | true |
| 193 | InceptionV4/InceptionV4/Mixed_6d/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 308.67 | 239.00 | 69.67 | 151142400 | 0.00 | 0.00 | 0.00 | 0.00 | 632.39 | true |
| 194 | InceptionV4/InceptionV4/Mixed_6d/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 358.67 | 278.67 | 80.00 | 251769216 | 0.00 | 0.00 | 0.00 | 0.00 | 903.48 | true |
| 195 | InceptionV4/InceptionV4/Mixed_6d/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 241.33 | 169.33 | 72.00 | 83923072 | 0.00 | 0.00 | 0.00 | 0.00 | 495.61 | true |
| 196 | InceptionV4/InceptionV4/Mixed_6d/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 25.33 | 5.00 | 20.33 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 11.10 | true |
| 197 | InceptionV4/InceptionV4/Mixed_6d/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 |
| 198 | InceptionV4/InceptionV4/Mixed_6d/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 21.00 | 4.00 | 17.00 | 110976 | 0.00 | 0.00 | 0.00 | 0.00 | 27.74 | true |
| 199 | InceptionV4/InceptionV4/Mixed_6d/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 19.00 | 4.00 | 15.00 | 36992 | 0.00 | 0.00 | 0.00 | 0.00 | 9.25 | true |
| 200 | InceptionV4/InceptionV4/Mixed_6d/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 |
| 201 | InceptionV4/InceptionV4/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 |
| 202 | InceptionV4/InceptionV4/Mixed_6d/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/mul | Conv2D | 265.00 | 211.67 | 53.33 | 165206208 | 0.00 | 0.00 | 0.00 | 0.00 | 780.50 | true |
| 203 | InceptionV4/InceptionV4/Mixed_6d/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul | Conv2D | 275.33 | 193.83 | 81.50 | 192740576 | 0.00 | 0.00 | 0.00 | 0.00 | 994.36 | true |
| 204 | InceptionV4/InceptionV4/Mixed_6d/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/add_1 | Add | 24.67 | 4.33 | 20.33 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 12.81 | true |
| 205 | InceptionV4/InceptionV4/Mixed_6d/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1 | Add | 20.33 | 4.00 | 16.33 | 64736 | 0.00 | 0.00 | 0.00 | 0.00 | 16.18 | true |
| 206 | InceptionV4/InceptionV4/Mixed_6d/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 |
| 207 | InceptionV4/InceptionV4/Mixed_6d/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 |
| 208 | InceptionV4/InceptionV4/Mixed_6d/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/mul | Conv2D | 264.67 | 185.33 | 79.33 | 192740576 | 0.00 | 0.00 | 0.00 | 0.00 | 1039.97 | true |
| 209 | InceptionV4/InceptionV4/Mixed_6d/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul | Conv2D | 363.33 | 280.33 | 83.00 | 256975104 | 0.00 | 0.00 | 0.00 | 0.00 | 916.68 | true |
| 210 | InceptionV4/InceptionV4/Mixed_6d/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/add_1 | Add | 25.00 | 5.00 | 20.00 | 64736 | 0.00 | 0.00 | 0.00 | 0.00 | 12.95 | true |
| 211 | InceptionV4/InceptionV4/Mixed_6d/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1 | Add | 19.67 | 4.00 | 15.67 | 73984 | 0.00 | 0.00 | 0.00 | 0.00 | 18.50 | true |
| 212 | InceptionV4/InceptionV4/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 |
| 213 | InceptionV4/InceptionV4/Mixed_6d/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/mul | Conv2D | 335.33 | 259.17 | 76.17 | 224853216 | 0.00 | 0.00 | 0.00 | 0.00 | 867.60 | true |
| 214 | InceptionV4/InceptionV4/Mixed_6d/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/add_1 | Add | 25.00 | 4.33 | 20.67 | 64736 | 0.00 | 0.00 | 0.00 | 0.00 | 14.94 | true |
| 215 | InceptionV4/InceptionV4/Mixed_6d/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 |
| 216 | InceptionV4/InceptionV4/Mixed_6d/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/mul | Conv2D | 289.67 | 210.00 | 79.67 | 256975104 | 0.00 | 0.00 | 0.00 | 0.00 | 1223.69 | true |
| 217 | InceptionV4/InceptionV4/Mixed_6d/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/add_1 | Add | 27.33 | 4.67 | 22.67 | 73984 | 0.00 | 0.00 | 0.00 | 0.00 | 15.85 | true |
| 218 | InceptionV4/InceptionV4/Mixed_6d/concat | ConcatV2 | 67.33 | 0.00 | 67.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 219 | InceptionV4/InceptionV4/Mixed_6d/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 |
| 220 | InceptionV4/InceptionV4/Mixed_6e/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | 66.67 | 37.00 | 29.67 | 6232897 | 0.00 | 0.00 | 0.00 | 0.00 | 168.46 | true |
| 221 | InceptionV4/InceptionV4/Mixed_6e/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 312.67 | 241.33 | 71.33 | 151142400 | 0.00 | 0.00 | 0.00 | 0.00 | 626.28 | true |
| 222 | InceptionV4/InceptionV4/Mixed_6e/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 308.00 | 239.00 | 69.00 | 151142400 | 0.00 | 0.00 | 0.00 | 0.00 | 632.39 | true |
| 223 | InceptionV4/InceptionV4/Mixed_6e/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 359.00 | 278.50 | 80.50 | 251769216 | 0.00 | 0.00 | 0.00 | 0.00 | 904.02 | true |
| 224 | InceptionV4/InceptionV4/Mixed_6e/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 238.00 | 171.00 | 67.00 | 83923072 | 0.00 | 0.00 | 0.00 | 0.00 | 490.78 | true |
| 225 | InceptionV4/InceptionV4/Mixed_6e/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 27.33 | 5.00 | 22.33 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 11.10 | true |
| 226 | InceptionV4/InceptionV4/Mixed_6e/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 23.33 | 5.00 | 18.33 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 11.10 | true |
| 227 | InceptionV4/InceptionV4/Mixed_6e/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 19.33 | 4.17 | 15.17 | 110976 | 0.00 | 0.00 | 0.00 | 0.00 | 26.63 | true |
| 228 | InceptionV4/InceptionV4/Mixed_6e/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 18.67 | 4.00 | 14.67 | 36992 | 0.00 | 0.00 | 0.00 | 0.00 | 9.25 | true |
| 229 | InceptionV4/InceptionV4/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 |
| 230 | InceptionV4/InceptionV4/Mixed_6e/Branch_1/Conv2d_0a_1x1/Relu | Relu | 16.00 | 3.00 | 13.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 231 | InceptionV4/InceptionV4/Mixed_6e/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/mul | Conv2D | 279.33 | 188.33 | 91.00 | 165206208 | 0.00 | 0.00 | 0.00 | 0.00 | 877.20 | true |
| 232 | InceptionV4/InceptionV4/Mixed_6e/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul | Conv2D | 273.00 | 193.67 | 79.33 | 192740576 | 0.00 | 0.00 | 0.00 | 0.00 | 995.22 | true |
| 233 | InceptionV4/InceptionV4/Mixed_6e/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/add_1 | Add | 25.33 | 4.17 | 21.17 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 13.32 | true |
| 234 | InceptionV4/InceptionV4/Mixed_6e/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1 | Add | 19.33 | 4.00 | 15.33 | 64736 | 0.00 | 0.00 | 0.00 | 0.00 | 16.18 | true |
| 235 | InceptionV4/InceptionV4/Mixed_6e/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 |
| 236 | InceptionV4/InceptionV4/Mixed_6e/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 |
| 237 | InceptionV4/InceptionV4/Mixed_6e/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/mul | Conv2D | 265.00 | 186.00 | 79.00 | 192740576 | 0.00 | 0.00 | 0.00 | 0.00 | 1036.24 | true |
| 238 | InceptionV4/InceptionV4/Mixed_6e/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul | Conv2D | 360.33 | 280.83 | 79.50 | 256975104 | 0.00 | 0.00 | 0.00 | 0.00 | 915.05 | true |
| 239 | InceptionV4/InceptionV4/Mixed_6e/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/add_1 | Add | 25.33 | 5.00 | 20.33 | 64736 | 0.00 | 0.00 | 0.00 | 0.00 | 12.95 | true |
| 240 | InceptionV4/InceptionV4/Mixed_6e/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1 | Add | 20.33 | 4.17 | 16.17 | 73984 | 0.00 | 0.00 | 0.00 | 0.00 | 17.75 | true |
| 241 | InceptionV4/InceptionV4/Mixed_6e/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 |
| 242 | InceptionV4/InceptionV4/Mixed_6e/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/mul | Conv2D | 337.00 | 261.17 | 75.83 | 224853216 | 0.00 | 0.00 | 0.00 | 0.00 | 860.96 | true |
| 243 | InceptionV4/InceptionV4/Mixed_6e/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/add_1 | Add | 25.33 | 4.00 | 21.33 | 64736 | 0.00 | 0.00 | 0.00 | 0.00 | 16.18 | true |
| 244 | InceptionV4/InceptionV4/Mixed_6e/Branch_2/Conv2d_0d_7x1/Relu | Relu | 18.00 | 3.00 | 15.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 245 | InceptionV4/InceptionV4/Mixed_6e/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/mul | Conv2D | 293.67 | 210.67 | 83.00 | 256975104 | 0.00 | 0.00 | 0.00 | 0.00 | 1219.82 | true |
| 246 | InceptionV4/InceptionV4/Mixed_6e/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/add_1 | Add | 24.00 | 4.67 | 19.33 | 73984 | 0.00 | 0.00 | 0.00 | 0.00 | 15.85 | true |
| 247 | InceptionV4/InceptionV4/Mixed_6e/concat | ConcatV2 | 69.67 | 0.00 | 69.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 248 | InceptionV4/InceptionV4/Mixed_6e/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 |
| 249 | InceptionV4/InceptionV4/Mixed_6f/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | 67.33 | 37.00 | 30.33 | 5969482 | 0.00 | 0.00 | 0.00 | 0.00 | 161.34 | true |
| 250 | InceptionV4/InceptionV4/Mixed_6f/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 313.00 | 240.00 | 73.00 | 151142400 | 0.00 | 0.00 | 0.00 | 0.00 | 629.76 | true |
| 251 | InceptionV4/InceptionV4/Mixed_6f/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 309.00 | 239.00 | 70.00 | 151142400 | 0.00 | 0.00 | 0.00 | 0.00 | 632.39 | true |
| 252 | InceptionV4/InceptionV4/Mixed_6f/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 357.00 | 279.17 | 77.83 | 251769216 | 0.00 | 0.00 | 0.00 | 0.00 | 901.86 | true |
| 253 | InceptionV4/InceptionV4/Mixed_6f/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 238.00 | 169.83 | 68.17 | 83923072 | 0.00 | 0.00 | 0.00 | 0.00 | 494.15 | true |
| 254 | InceptionV4/InceptionV4/Mixed_6f/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 26.00 | 5.00 | 21.00 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 11.10 | true |
| 255 | InceptionV4/InceptionV4/Mixed_6f/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 20.33 | 5.00 | 15.33 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 11.10 | true |
| 256 | InceptionV4/InceptionV4/Mixed_6f/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 20.33 | 4.00 | 16.33 | 110976 | 0.00 | 0.00 | 0.00 | 0.00 | 27.74 | true |
| 257 | InceptionV4/InceptionV4/Mixed_6f/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 19.00 | 4.00 | 15.00 | 36992 | 0.00 | 0.00 | 0.00 | 0.00 | 9.25 | true |
| 258 | InceptionV4/InceptionV4/Mixed_6f/Branch_2/Conv2d_0a_1x1/Relu | Relu | 17.67 | 3.00 | 14.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 259 | InceptionV4/InceptionV4/Mixed_6f/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 |
| 260 | InceptionV4/InceptionV4/Mixed_6f/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/mul | Conv2D | 283.33 | 209.00 | 74.33 | 165206208 | 0.00 | 0.00 | 0.00 | 0.00 | 790.46 | true |
| 261 | InceptionV4/InceptionV4/Mixed_6f/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul | Conv2D | 278.67 | 193.67 | 85.00 | 192740576 | 0.00 | 0.00 | 0.00 | 0.00 | 995.22 | true |
| 262 | InceptionV4/InceptionV4/Mixed_6f/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/add_1 | Add | 24.67 | 4.50 | 20.17 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 12.33 | true |
| 263 | InceptionV4/InceptionV4/Mixed_6f/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1 | Add | 20.00 | 4.00 | 16.00 | 64736 | 0.00 | 0.00 | 0.00 | 0.00 | 16.18 | true |
| 264 | InceptionV4/InceptionV4/Mixed_6f/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 |
| 265 | InceptionV4/InceptionV4/Mixed_6f/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 |
| 266 | InceptionV4/InceptionV4/Mixed_6f/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/mul | Conv2D | 261.00 | 185.83 | 75.17 | 192740576 | 0.00 | 0.00 | 0.00 | 0.00 | 1037.17 | true |
| 267 | InceptionV4/InceptionV4/Mixed_6f/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul | Conv2D | 361.00 | 280.00 | 81.00 | 256975104 | 0.00 | 0.00 | 0.00 | 0.00 | 917.77 | true |
| 268 | InceptionV4/InceptionV4/Mixed_6f/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/add_1 | Add | 25.67 | 5.00 | 20.67 | 64736 | 0.00 | 0.00 | 0.00 | 0.00 | 12.95 | true |
| 269 | InceptionV4/InceptionV4/Mixed_6f/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1 | Add | 20.00 | 4.17 | 15.83 | 73984 | 0.00 | 0.00 | 0.00 | 0.00 | 17.75 | true |
| 270 | InceptionV4/InceptionV4/Mixed_6f/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 |
| 271 | InceptionV4/InceptionV4/Mixed_6f/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/mul | Conv2D | 343.67 | 264.67 | 79.00 | 224853216 | 0.00 | 0.00 | 0.00 | 0.00 | 849.57 | true |
| 272 | InceptionV4/InceptionV4/Mixed_6f/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/add_1 | Add | 24.00 | 4.33 | 19.67 | 64736 | 0.00 | 0.00 | 0.00 | 0.00 | 14.94 | true |
| 273 | InceptionV4/InceptionV4/Mixed_6f/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 |
| 274 | InceptionV4/InceptionV4/Mixed_6f/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/mul | Conv2D | 290.00 | 212.00 | 78.00 | 256975104 | 0.00 | 0.00 | 0.00 | 0.00 | 1212.15 | true |
| 275 | InceptionV4/InceptionV4/Mixed_6f/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/add_1 | Add | 26.33 | 4.67 | 21.67 | 73984 | 0.00 | 0.00 | 0.00 | 0.00 | 15.85 | true |
| 276 | InceptionV4/InceptionV4/Mixed_6f/concat | ConcatV2 | 67.00 | 0.00 | 67.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 277 | InceptionV4/InceptionV4/Mixed_6f/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 |
| 278 | InceptionV4/InceptionV4/Mixed_6g/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | 69.00 | 38.00 | 31.00 | 5965762 | 0.00 | 0.00 | 0.00 | 0.00 | 156.99 | true |
| 279 | InceptionV4/InceptionV4/Mixed_6g/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 312.00 | 241.17 | 70.83 | 151142400 | 0.00 | 0.00 | 0.00 | 0.00 | 626.71 | true |
| 280 | InceptionV4/InceptionV4/Mixed_6g/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 306.67 | 239.00 | 67.67 | 151142400 | 0.00 | 0.00 | 0.00 | 0.00 | 632.39 | true |
| 281 | InceptionV4/InceptionV4/Mixed_6g/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 357.33 | 278.33 | 79.00 | 251769216 | 0.00 | 0.00 | 0.00 | 0.00 | 904.56 | true |
| 282 | InceptionV4/InceptionV4/Mixed_6g/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 238.67 | 170.33 | 68.33 | 83923072 | 0.00 | 0.00 | 0.00 | 0.00 | 492.70 | true |
| 283 | InceptionV4/InceptionV4/Mixed_6g/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 25.67 | 5.00 | 20.67 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 11.10 | true |
| 284 | InceptionV4/InceptionV4/Mixed_6g/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 20.00 | 5.00 | 15.00 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 11.10 | true |
| 285 | InceptionV4/InceptionV4/Mixed_6g/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 20.00 | 4.00 | 16.00 | 110976 | 0.00 | 0.00 | 0.00 | 0.00 | 27.74 | true |
| 286 | InceptionV4/InceptionV4/Mixed_6g/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 18.67 | 4.00 | 14.67 | 36992 | 0.00 | 0.00 | 0.00 | 0.00 | 9.25 | true |
| 287 | InceptionV4/InceptionV4/Mixed_6g/Branch_2/Conv2d_0a_1x1/Relu | Relu | 17.67 | 3.00 | 14.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 288 | InceptionV4/InceptionV4/Mixed_6g/Branch_1/Conv2d_0a_1x1/Relu | Relu | 16.33 | 3.00 | 13.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 289 | InceptionV4/InceptionV4/Mixed_6g/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/mul | Conv2D | 302.00 | 216.33 | 85.67 | 165206208 | 0.00 | 0.00 | 0.00 | 0.00 | 763.67 | true |
| 290 | InceptionV4/InceptionV4/Mixed_6g/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul | Conv2D | 266.67 | 193.83 | 72.83 | 192740576 | 0.00 | 0.00 | 0.00 | 0.00 | 994.36 | true |
| 291 | InceptionV4/InceptionV4/Mixed_6g/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/add_1 | Add | 27.67 | 4.00 | 23.67 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 13.87 | true |
| 292 | InceptionV4/InceptionV4/Mixed_6g/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1 | Add | 20.00 | 4.00 | 16.00 | 64736 | 0.00 | 0.00 | 0.00 | 0.00 | 16.18 | true |
| 293 | InceptionV4/InceptionV4/Mixed_6g/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 |
| 294 | InceptionV4/InceptionV4/Mixed_6g/Branch_1/Conv2d_0b_1x7/Relu | Relu | 16.33 | 3.00 | 13.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 295 | InceptionV4/InceptionV4/Mixed_6g/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/mul | Conv2D | 265.67 | 185.00 | 80.67 | 192740576 | 0.00 | 0.00 | 0.00 | 0.00 | 1041.84 | true |
| 296 | InceptionV4/InceptionV4/Mixed_6g/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul | Conv2D | 359.33 | 279.33 | 80.00 | 256975104 | 0.00 | 0.00 | 0.00 | 0.00 | 919.96 | true |
| 297 | InceptionV4/InceptionV4/Mixed_6g/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/add_1 | Add | 24.67 | 5.00 | 19.67 | 64736 | 0.00 | 0.00 | 0.00 | 0.00 | 12.95 | true |
| 298 | InceptionV4/InceptionV4/Mixed_6g/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1 | Add | 20.00 | 4.00 | 16.00 | 73984 | 0.00 | 0.00 | 0.00 | 0.00 | 18.50 | true |
| 299 | InceptionV4/InceptionV4/Mixed_6g/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 |
| 300 | InceptionV4/InceptionV4/Mixed_6g/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/mul | Conv2D | 343.67 | 257.33 | 86.33 | 224853216 | 0.00 | 0.00 | 0.00 | 0.00 | 873.78 | true |
| 301 | InceptionV4/InceptionV4/Mixed_6g/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/add_1 | Add | 25.00 | 4.33 | 20.67 | 64736 | 0.00 | 0.00 | 0.00 | 0.00 | 14.94 | true |
| 302 | InceptionV4/InceptionV4/Mixed_6g/Branch_2/Conv2d_0d_7x1/Relu | Relu | 17.33 | 3.00 | 14.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 303 | InceptionV4/InceptionV4/Mixed_6g/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/mul | Conv2D | 294.33 | 212.33 | 82.00 | 256975104 | 0.00 | 0.00 | 0.00 | 0.00 | 1210.25 | true |
| 304 | InceptionV4/InceptionV4/Mixed_6g/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/add_1 | Add | 24.00 | 5.00 | 19.00 | 73984 | 0.00 | 0.00 | 0.00 | 0.00 | 14.80 | true |
| 305 | InceptionV4/InceptionV4/Mixed_6g/concat | ConcatV2 | 69.67 | 0.00 | 69.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 306 | InceptionV4/InceptionV4/Mixed_6g/Branch_0/Conv2d_0a_1x1/Relu | Relu | 21.00 | 4.00 | 17.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 307 | InceptionV4/InceptionV4/Mixed_6h/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | 69.67 | 38.67 | 31.00 | 5692057 | 0.00 | 0.00 | 0.00 | 0.00 | 147.21 | true |
| 308 | InceptionV4/InceptionV4/Mixed_6h/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 313.00 | 240.00 | 73.00 | 151142400 | 0.00 | 0.00 | 0.00 | 0.00 | 629.76 | true |
| 309 | InceptionV4/InceptionV4/Mixed_6h/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 308.00 | 239.00 | 69.00 | 151142400 | 0.00 | 0.00 | 0.00 | 0.00 | 632.39 | true |
| 310 | InceptionV4/InceptionV4/Mixed_6h/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 358.00 | 279.33 | 78.67 | 251769216 | 0.00 | 0.00 | 0.00 | 0.00 | 901.32 | true |
| 311 | InceptionV4/InceptionV4/Mixed_6h/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 237.67 | 170.00 | 67.67 | 83923072 | 0.00 | 0.00 | 0.00 | 0.00 | 493.67 | true |
| 312 | InceptionV4/InceptionV4/Mixed_6h/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 28.00 | 5.00 | 23.00 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 11.10 | true |
| 313 | InceptionV4/InceptionV4/Mixed_6h/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 20.00 | 5.00 | 15.00 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 11.10 | true |
| 314 | InceptionV4/InceptionV4/Mixed_6h/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 19.33 | 4.00 | 15.33 | 110976 | 0.00 | 0.00 | 0.00 | 0.00 | 27.74 | true |
| 315 | InceptionV4/InceptionV4/Mixed_6h/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 19.33 | 4.00 | 15.33 | 36992 | 0.00 | 0.00 | 0.00 | 0.00 | 9.25 | true |
| 316 | InceptionV4/InceptionV4/Mixed_6h/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 |
| 317 | InceptionV4/InceptionV4/Mixed_6h/Branch_1/Conv2d_0a_1x1/Relu | Relu | 17.67 | 3.00 | 14.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 318 | InceptionV4/InceptionV4/Mixed_6h/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/mul | Conv2D | 290.33 | 202.33 | 88.00 | 165206208 | 0.00 | 0.00 | 0.00 | 0.00 | 816.50 | true |
| 319 | InceptionV4/InceptionV4/Mixed_6h/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul | Conv2D | 275.67 | 194.50 | 81.17 | 192740576 | 0.00 | 0.00 | 0.00 | 0.00 | 990.95 | true |
| 320 | InceptionV4/InceptionV4/Mixed_6h/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/add_1 | Add | 24.67 | 4.50 | 20.17 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 12.33 | true |
| 321 | InceptionV4/InceptionV4/Mixed_6h/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1 | Add | 20.00 | 4.00 | 16.00 | 64736 | 0.00 | 0.00 | 0.00 | 0.00 | 16.18 | true |
| 322 | InceptionV4/InceptionV4/Mixed_6h/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 |
| 323 | InceptionV4/InceptionV4/Mixed_6h/Branch_1/Conv2d_0b_1x7/Relu | Relu | 17.33 | 3.00 | 14.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 324 | InceptionV4/InceptionV4/Mixed_6h/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/mul | Conv2D | 267.00 | 185.83 | 81.17 | 192740576 | 0.00 | 0.00 | 0.00 | 0.00 | 1037.17 | true |
| 325 | InceptionV4/InceptionV4/Mixed_6h/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul | Conv2D | 363.67 | 280.00 | 83.67 | 256975104 | 0.00 | 0.00 | 0.00 | 0.00 | 917.77 | true |
| 326 | InceptionV4/InceptionV4/Mixed_6h/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/add_1 | Add | 25.33 | 5.00 | 20.33 | 64736 | 0.00 | 0.00 | 0.00 | 0.00 | 12.95 | true |
| 327 | InceptionV4/InceptionV4/Mixed_6h/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1 | Add | 19.67 | 4.00 | 15.67 | 73984 | 0.00 | 0.00 | 0.00 | 0.00 | 18.50 | true |
| 328 | InceptionV4/InceptionV4/Mixed_6h/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 |
| 329 | InceptionV4/InceptionV4/Mixed_6h/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/mul | Conv2D | 332.67 | 254.17 | 78.50 | 224853216 | 0.00 | 0.00 | 0.00 | 0.00 | 884.67 | true |
| 330 | InceptionV4/InceptionV4/Mixed_6h/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/add_1 | Add | 24.33 | 4.17 | 20.17 | 64736 | 0.00 | 0.00 | 0.00 | 0.00 | 15.54 | true |
| 331 | InceptionV4/InceptionV4/Mixed_6h/Branch_2/Conv2d_0d_7x1/Relu | Relu | 19.00 | 3.00 | 16.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 332 | InceptionV4/InceptionV4/Mixed_6h/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/mul | Conv2D | 288.33 | 211.00 | 77.33 | 256975104 | 0.00 | 0.00 | 0.00 | 0.00 | 1217.89 | true |
| 333 | InceptionV4/InceptionV4/Mixed_6h/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/add_1 | Add | 26.33 | 4.67 | 21.67 | 73984 | 0.00 | 0.00 | 0.00 | 0.00 | 15.85 | true |
| 334 | InceptionV4/InceptionV4/Mixed_6h/concat | ConcatV2 | 67.00 | 0.00 | 67.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 335 | InceptionV4/InceptionV4/Mixed_6h/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 |
| 336 | InceptionV4/InceptionV4/Mixed_7a/Branch_2/MaxPool_1a_3x3/MaxPool | MaxPool | 39.33 | 8.00 | 31.33 | 65536 | 0.00 | 0.00 | 0.00 | 0.00 | 8.19 | true |
| 337 | InceptionV4/InceptionV4/Mixed_7a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 319.33 | 241.17 | 78.17 | 167846144 | 0.00 | 0.00 | 0.00 | 0.00 | 695.97 | true |
| 338 | InceptionV4/InceptionV4/Mixed_7a/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 343.00 | 262.00 | 81.00 | 151142400 | 0.00 | 0.00 | 0.00 | 0.00 | 576.88 | true |
| 339 | InceptionV4/InceptionV4/Mixed_7a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 25.33 | 5.00 | 20.33 | 73984 | 0.00 | 0.00 | 0.00 | 0.00 | 14.80 | true |
| 340 | InceptionV4/InceptionV4/Mixed_7a/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 20.33 | 4.00 | 16.33 | 55488 | 0.00 | 0.00 | 0.00 | 0.00 | 13.87 | true |
| 341 | InceptionV4/InceptionV4/Mixed_7a/Branch_1/Conv2d_0a_1x1/Relu | Relu | 18.00 | 3.00 | 15.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 342 | InceptionV4/InceptionV4/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 |
| 343 | InceptionV4/InceptionV4/Mixed_7a/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul | Conv2D | 316.67 | 236.67 | 80.00 | 293675264 | 0.00 | 0.00 | 0.00 | 0.00 | 1240.88 | true |
| 344 | InceptionV4/InceptionV4/Mixed_7a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/mul | Conv2D | 293.00 | 209.17 | 83.83 | 42479616 | 0.00 | 0.00 | 0.00 | 0.00 | 203.09 | true |
| 345 | InceptionV4/InceptionV4/Mixed_7a/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1 | Add | 25.67 | 4.00 | 21.67 | 73984 | 0.00 | 0.00 | 0.00 | 0.00 | 18.50 | true |
| 346 | InceptionV4/InceptionV4/Mixed_7a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1 | Add | 18.67 | 4.00 | 14.67 | 12288 | 0.00 | 0.00 | 0.00 | 0.00 | 3.07 | true |
| 347 | InceptionV4/InceptionV4/Mixed_7a/Branch_1/Conv2d_0b_1x7/Relu | Relu | 19.67 | 3.00 | 16.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 348 | InceptionV4/InceptionV4/Mixed_7a/Branch_0/Conv2d_1a_3x3/Relu | Relu | 17.33 | 3.00 | 14.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 349 | InceptionV4/InceptionV4/Mixed_7a/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul | Conv2D | 391.67 | 308.83 | 82.83 | 367094080 | 0.00 | 0.00 | 0.00 | 0.00 | 1188.65 | true |
| 350 | InceptionV4/InceptionV4/Mixed_7a/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1 | Add | 24.00 | 4.50 | 19.50 | 92480 | 0.00 | 0.00 | 0.00 | 0.00 | 20.55 | true |
| 351 | InceptionV4/InceptionV4/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 |
| 352 | InceptionV4/InceptionV4/Mixed_7a/Branch_1/Conv2d_1a_3x3/BatchNorm/batchnorm/mul | Conv2D | 461.67 | 379.83 | 81.83 | 117985280 | 0.00 | 0.00 | 0.00 | 0.00 | 310.62 | true |
| 353 | InceptionV4/InceptionV4/Mixed_7a/Branch_1/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1 | Add | 24.00 | 4.00 | 20.00 | 20480 | 0.00 | 0.00 | 0.00 | 0.00 | 5.12 | true |
| 354 | InceptionV4/InceptionV4/Mixed_7a/Branch_1/Conv2d_1a_3x3/Relu | Relu | 18.00 | 3.00 | 15.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 355 | InceptionV4/InceptionV4/Mixed_7a/concat | ConcatV2 | 52.00 | 0.00 | 52.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 356 | InceptionV4/InceptionV4/Mixed_7b/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | 47.33 | 14.00 | 33.33 | 1716066 | 0.00 | 0.00 | 0.00 | 0.00 | 122.58 | true |
| 357 | InceptionV4/InceptionV4/Mixed_7b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 408.00 | 323.83 | 84.17 | 75522048 | 0.00 | 0.00 | 0.00 | 0.00 | 233.21 | true |
| 358 | InceptionV4/InceptionV4/Mixed_7b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 400.67 | 323.83 | 76.83 | 75522048 | 0.00 | 0.00 | 0.00 | 0.00 | 233.21 | true |
| 359 | InceptionV4/InceptionV4/Mixed_7b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 357.33 | 273.67 | 83.67 | 50348032 | 0.00 | 0.00 | 0.00 | 0.00 | 183.98 | true |
| 360 | InceptionV4/InceptionV4/Mixed_7b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 349.67 | 273.33 | 76.33 | 50348032 | 0.00 | 0.00 | 0.00 | 0.00 | 184.20 | true |
| 361 | InceptionV4/InceptionV4/Mixed_7b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 25.33 | 4.00 | 21.33 | 24576 | 0.00 | 0.00 | 0.00 | 0.00 | 6.14 | true |
| 362 | InceptionV4/InceptionV4/Mixed_7b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 20.00 | 4.17 | 15.83 | 24576 | 0.00 | 0.00 | 0.00 | 0.00 | 5.90 | true |
| 363 | InceptionV4/InceptionV4/Mixed_7b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 19.00 | 4.00 | 15.00 | 16384 | 0.00 | 0.00 | 0.00 | 0.00 | 4.10 | true |
| 364 | InceptionV4/InceptionV4/Mixed_7b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 18.67 | 4.00 | 14.67 | 16384 | 0.00 | 0.00 | 0.00 | 0.00 | 4.10 | true |
| 365 | InceptionV4/InceptionV4/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 |
| 366 | InceptionV4/InceptionV4/Mixed_7b/Branch_1/Conv2d_0a_1x1/Relu | Relu | 18.00 | 3.00 | 15.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 367 | InceptionV4/InceptionV4/Mixed_7b/Branch_2/Conv2d_0b_3x1/BatchNorm/batchnorm/mul | Conv2D | 316.33 | 235.33 | 81.00 | 66088960 | 0.00 | 0.00 | 0.00 | 0.00 | 280.83 | true |
| 368 | InceptionV4/InceptionV4/Mixed_7b/Branch_1/Conv2d_0c_3x1/BatchNorm/batchnorm/mul | Conv2D | 279.00 | 197.00 | 82.00 | 37765120 | 0.00 | 0.00 | 0.00 | 0.00 | 191.70 | true |
| 369 | InceptionV4/InceptionV4/Mixed_7b/Branch_1/Conv2d_0b_1x3/BatchNorm/batchnorm/mul | Conv2D | 270.67 | 204.67 | 66.00 | 37765120 | 0.00 | 0.00 | 0.00 | 0.00 | 184.52 | true |
| 370 | InceptionV4/InceptionV4/Mixed_7b/Branch_2/Conv2d_0b_3x1/BatchNorm/batchnorm/add_1 | Add | 26.00 | 4.00 | 22.00 | 28672 | 0.00 | 0.00 | 0.00 | 0.00 | 7.17 | true |
| 371 | InceptionV4/InceptionV4/Mixed_7b/Branch_1/Conv2d_0c_3x1/BatchNorm/batchnorm/add_1 | Add | 19.00 | 4.00 | 15.00 | 16384 | 0.00 | 0.00 | 0.00 | 0.00 | 4.10 | true |
| 372 | InceptionV4/InceptionV4/Mixed_7b/Branch_1/Conv2d_0b_1x3/BatchNorm/batchnorm/add_1 | Add | 19.00 | 4.00 | 15.00 | 16384 | 0.00 | 0.00 | 0.00 | 0.00 | 4.10 | true |
| 373 | InceptionV4/InceptionV4/Mixed_7b/Branch_2/Conv2d_0b_3x1/Relu | Relu | 18.67 | 3.00 | 15.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 374 | InceptionV4/InceptionV4/Mixed_7b/Branch_2/Conv2d_0c_1x3/BatchNorm/batchnorm/mul | Conv2D | 311.67 | 230.33 | 81.33 | 88113152 | 0.00 | 0.00 | 0.00 | 0.00 | 382.55 | true |
| 375 | InceptionV4/InceptionV4/Mixed_7b/Branch_2/Conv2d_0c_1x3/BatchNorm/batchnorm/add_1 | Add | 27.67 | 4.00 | 23.67 | 32768 | 0.00 | 0.00 | 0.00 | 0.00 | 8.19 | true |
| 376 | InceptionV4/InceptionV4/Mixed_7b/Branch_2/Conv2d_0c_1x3/Relu | Relu | 17.67 | 3.00 | 14.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 377 | InceptionV4/InceptionV4/Mixed_7b/Branch_2/Conv2d_0e_3x1/BatchNorm/batchnorm/mul | Conv2D | 274.00 | 191.33 | 82.67 | 50348032 | 0.00 | 0.00 | 0.00 | 0.00 | 263.14 | true |
| 378 | InceptionV4/InceptionV4/Mixed_7b/Branch_2/Conv2d_0d_1x3/BatchNorm/batchnorm/mul | Conv2D | 258.67 | 187.50 | 71.17 | 50348032 | 0.00 | 0.00 | 0.00 | 0.00 | 268.52 | true |
| 379 | InceptionV4/InceptionV4/Mixed_7b/Branch_2/Conv2d_0e_3x1/BatchNorm/batchnorm/add_1 | Add | 24.33 | 4.00 | 20.33 | 16384 | 0.00 | 0.00 | 0.00 | 0.00 | 4.10 | true |
| 380 | InceptionV4/InceptionV4/Mixed_7b/Branch_2/Conv2d_0d_1x3/BatchNorm/batchnorm/add_1 | Add | 20.00 | 4.00 | 16.00 | 16384 | 0.00 | 0.00 | 0.00 | 0.00 | 4.10 | true |
| 381 | InceptionV4/InceptionV4/Mixed_7b/concat | ConcatV2 | 88.33 | 0.00 | 88.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 382 | InceptionV4/InceptionV4/Mixed_7b/Branch_0/Conv2d_0a_1x1/Relu | Relu | 21.67 | 3.00 | 18.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 383 | InceptionV4/InceptionV4/Mixed_7c/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | 45.33 | 15.00 | 30.33 | 1645026 | 0.00 | 0.00 | 0.00 | 0.00 | 109.67 | true |
| 384 | InceptionV4/InceptionV4/Mixed_7c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 412.00 | 324.50 | 87.50 | 75522048 | 0.00 | 0.00 | 0.00 | 0.00 | 232.73 | true |
| 385 | InceptionV4/InceptionV4/Mixed_7c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 405.67 | 324.83 | 80.83 | 75522048 | 0.00 | 0.00 | 0.00 | 0.00 | 232.49 | true |
| 386 | InceptionV4/InceptionV4/Mixed_7c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 356.33 | 275.67 | 80.67 | 50348032 | 0.00 | 0.00 | 0.00 | 0.00 | 182.64 | true |
| 387 | InceptionV4/InceptionV4/Mixed_7c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 345.67 | 274.17 | 71.50 | 50348032 | 0.00 | 0.00 | 0.00 | 0.00 | 183.64 | true |
| 388 | InceptionV4/InceptionV4/Mixed_7c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 24.67 | 4.00 | 20.67 | 24576 | 0.00 | 0.00 | 0.00 | 0.00 | 6.14 | true |
| 389 | InceptionV4/InceptionV4/Mixed_7c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 21.00 | 4.00 | 17.00 | 24576 | 0.00 | 0.00 | 0.00 | 0.00 | 6.14 | true |
| 390 | InceptionV4/InceptionV4/Mixed_7c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 18.67 | 4.17 | 14.50 | 16384 | 0.00 | 0.00 | 0.00 | 0.00 | 3.93 | true |
| 391 | InceptionV4/InceptionV4/Mixed_7c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 18.67 | 4.00 | 14.67 | 16384 | 0.00 | 0.00 | 0.00 | 0.00 | 4.10 | true |
| 392 | InceptionV4/InceptionV4/Mixed_7c/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 |
| 393 | InceptionV4/InceptionV4/Mixed_7c/Branch_1/Conv2d_0a_1x1/Relu | Relu | 16.00 | 3.00 | 13.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 394 | InceptionV4/InceptionV4/Mixed_7c/Branch_2/Conv2d_0b_3x1/BatchNorm/batchnorm/mul | Conv2D | 315.33 | 234.17 | 81.17 | 66088960 | 0.00 | 0.00 | 0.00 | 0.00 | 282.23 | true |
| 395 | InceptionV4/InceptionV4/Mixed_7c/Branch_1/Conv2d_0c_3x1/BatchNorm/batchnorm/mul | Conv2D | 273.33 | 197.00 | 76.33 | 37765120 | 0.00 | 0.00 | 0.00 | 0.00 | 191.70 | true |
| 396 | InceptionV4/InceptionV4/Mixed_7c/Branch_1/Conv2d_0b_1x3/BatchNorm/batchnorm/mul | Conv2D | 263.33 | 197.17 | 66.17 | 37765120 | 0.00 | 0.00 | 0.00 | 0.00 | 191.54 | true |
| 397 | InceptionV4/InceptionV4/Mixed_7c/Branch_2/Conv2d_0b_3x1/BatchNorm/batchnorm/add_1 | Add | 24.67 | 4.00 | 20.67 | 28672 | 0.00 | 0.00 | 0.00 | 0.00 | 7.17 | true |
| 398 | InceptionV4/InceptionV4/Mixed_7c/Branch_1/Conv2d_0c_3x1/BatchNorm/batchnorm/add_1 | Add | 19.67 | 4.00 | 15.67 | 16384 | 0.00 | 0.00 | 0.00 | 0.00 | 4.10 | true |
| 399 | InceptionV4/InceptionV4/Mixed_7c/Branch_1/Conv2d_0b_1x3/BatchNorm/batchnorm/add_1 | Add | 18.33 | 4.00 | 14.33 | 16384 | 0.00 | 0.00 | 0.00 | 0.00 | 4.10 | true |
| 400 | InceptionV4/InceptionV4/Mixed_7c/Branch_2/Conv2d_0b_3x1/Relu | Relu | 17.67 | 3.00 | 14.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 401 | InceptionV4/InceptionV4/Mixed_7c/Branch_2/Conv2d_0c_1x3/BatchNorm/batchnorm/mul | Conv2D | 310.00 | 229.00 | 81.00 | 88113152 | 0.00 | 0.00 | 0.00 | 0.00 | 384.77 | true |
| 402 | InceptionV4/InceptionV4/Mixed_7c/Branch_2/Conv2d_0c_1x3/BatchNorm/batchnorm/add_1 | Add | 25.00 | 4.00 | 21.00 | 32768 | 0.00 | 0.00 | 0.00 | 0.00 | 8.19 | true |
| 403 | InceptionV4/InceptionV4/Mixed_7c/Branch_2/Conv2d_0c_1x3/Relu | Relu | 18.33 | 3.00 | 15.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 404 | InceptionV4/InceptionV4/Mixed_7c/Branch_2/Conv2d_0e_3x1/BatchNorm/batchnorm/mul | Conv2D | 273.00 | 243.00 | 30.00 | 50348032 | 0.00 | 0.00 | 0.00 | 0.00 | 207.19 | true |
| 405 | InceptionV4/InceptionV4/Mixed_7c/Branch_2/Conv2d_0d_1x3/BatchNorm/batchnorm/mul | Conv2D | 261.33 | 193.83 | 67.50 | 50348032 | 0.00 | 0.00 | 0.00 | 0.00 | 259.75 | true |
| 406 | InceptionV4/InceptionV4/Mixed_7c/Branch_2/Conv2d_0e_3x1/BatchNorm/batchnorm/add_1 | Add | 24.33 | 4.00 | 20.33 | 16384 | 0.00 | 0.00 | 0.00 | 0.00 | 4.10 | true |
| 407 | InceptionV4/InceptionV4/Mixed_7c/Branch_2/Conv2d_0d_1x3/BatchNorm/batchnorm/add_1 | Add | 18.00 | 4.00 | 14.00 | 16384 | 0.00 | 0.00 | 0.00 | 0.00 | 4.10 | true |
| 408 | InceptionV4/InceptionV4/Mixed_7c/concat | ConcatV2 | 86.33 | 0.00 | 86.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 409 | InceptionV4/InceptionV4/Mixed_7c/Branch_0/Conv2d_0a_1x1/Relu | Relu | 20.67 | 3.00 | 17.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 410 | InceptionV4/InceptionV4/Mixed_7d/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | 47.00 | 15.00 | 32.00 | 1466766 | 0.00 | 0.00 | 0.00 | 0.00 | 97.78 | true |
| 411 | InceptionV4/InceptionV4/Mixed_7d/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 408.33 | 325.67 | 82.67 | 75522048 | 0.00 | 0.00 | 0.00 | 0.00 | 231.90 | true |
| 412 | InceptionV4/InceptionV4/Mixed_7d/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 413.00 | 324.83 | 88.17 | 75522048 | 0.00 | 0.00 | 0.00 | 0.00 | 232.49 | true |
| 413 | InceptionV4/InceptionV4/Mixed_7d/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | 369.33 | 275.50 | 93.83 | 50348032 | 0.00 | 0.00 | 0.00 | 0.00 | 182.75 | true |
| 414 | InceptionV4/InceptionV4/Mixed_7d/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | 354.67 | 274.33 | 80.33 | 50348032 | 0.00 | 0.00 | 0.00 | 0.00 | 183.53 | true |
| 415 | InceptionV4/InceptionV4/Mixed_7d/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 25.00 | 4.00 | 21.00 | 24576 | 0.00 | 0.00 | 0.00 | 0.00 | 6.14 | true |
| 416 | InceptionV4/InceptionV4/Mixed_7d/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 |
| 417 | InceptionV4/InceptionV4/Mixed_7d/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | 20.33 | 4.00 | 16.33 | 16384 | 0.00 | 0.00 | 0.00 | 0.00 | 4.10 | true |
| 418 | InceptionV4/InceptionV4/Mixed_7d/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | 19.00 | 4.00 | 15.00 | 16384 | 0.00 | 0.00 | 0.00 | 0.00 | 4.10 | true |
| 419 | InceptionV4/InceptionV4/Mixed_7d/Branch_2/Conv2d_0a_1x1/Relu | Relu | 19.33 | 3.00 | 16.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 420 | InceptionV4/InceptionV4/Mixed_7d/Branch_1/Conv2d_0a_1x1/Relu | Relu | 17.00 | 3.00 | 14.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 421 | InceptionV4/InceptionV4/Mixed_7d/Branch_2/Conv2d_0b_3x1/BatchNorm/batchnorm/mul | Conv2D | 317.00 | 235.50 | 81.50 | 66088960 | 0.00 | 0.00 | 0.00 | 0.00 | 280.63 | true |
| 422 | InceptionV4/InceptionV4/Mixed_7d/Branch_1/Conv2d_0c_3x1/BatchNorm/batchnorm/mul | Conv2D | 276.00 | 197.00 | 79.00 | 37765120 | 0.00 | 0.00 | 0.00 | 0.00 | 191.70 | true |
| 423 | InceptionV4/InceptionV4/Mixed_7d/Branch_1/Conv2d_0b_1x3/BatchNorm/batchnorm/mul | Conv2D | 264.33 | 197.17 | 67.17 | 37765120 | 0.00 | 0.00 | 0.00 | 0.00 | 191.54 | true |
| 424 | InceptionV4/InceptionV4/Mixed_7d/Branch_2/Conv2d_0b_3x1/BatchNorm/batchnorm/add_1 | Add | 25.33 | 4.00 | 21.33 | 28672 | 0.00 | 0.00 | 0.00 | 0.00 | 7.17 | true |
| 425 | InceptionV4/InceptionV4/Mixed_7d/Branch_1/Conv2d_0c_3x1/BatchNorm/batchnorm/add_1 | Add | 19.00 | 4.00 | 15.00 | 16384 | 0.00 | 0.00 | 0.00 | 0.00 | 4.10 | true |
| 426 | InceptionV4/InceptionV4/Mixed_7d/Branch_1/Conv2d_0b_1x3/BatchNorm/batchnorm/add_1 | Add | 20.00 | 4.00 | 16.00 | 16384 | 0.00 | 0.00 | 0.00 | 0.00 | 4.10 | true |
| 427 | InceptionV4/InceptionV4/Mixed_7d/Branch_2/Conv2d_0b_3x1/Relu | Relu | 18.00 | 3.00 | 15.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 428 | InceptionV4/InceptionV4/Mixed_7d/Branch_2/Conv2d_0c_1x3/BatchNorm/batchnorm/mul | Conv2D | 311.67 | 229.67 | 82.00 | 88113152 | 0.00 | 0.00 | 0.00 | 0.00 | 383.66 | true |
| 429 | InceptionV4/InceptionV4/Mixed_7d/Branch_2/Conv2d_0c_1x3/BatchNorm/batchnorm/add_1 | Add | 24.33 | 4.00 | 20.33 | 32768 | 0.00 | 0.00 | 0.00 | 0.00 | 8.19 | true |
| 430 | InceptionV4/InceptionV4/Mixed_7d/Branch_2/Conv2d_0c_1x3/Relu | Relu | 17.33 | 3.00 | 14.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 431 | InceptionV4/InceptionV4/Mixed_7d/Branch_2/Conv2d_0e_3x1/BatchNorm/batchnorm/mul | Conv2D | 272.00 | 191.67 | 80.33 | 50348032 | 0.00 | 0.00 | 0.00 | 0.00 | 262.68 | true |
| 432 | InceptionV4/InceptionV4/Mixed_7d/Branch_2/Conv2d_0d_1x3/BatchNorm/batchnorm/mul | Conv2D | 255.00 | 187.67 | 67.33 | 50348032 | 0.00 | 0.00 | 0.00 | 0.00 | 268.28 | true |
| 433 | InceptionV4/InceptionV4/Mixed_7d/Branch_2/Conv2d_0e_3x1/BatchNorm/batchnorm/add_1 | Add | 25.33 | 4.00 | 21.33 | 16384 | 0.00 | 0.00 | 0.00 | 0.00 | 4.10 | true |
| 434 | InceptionV4/InceptionV4/Mixed_7d/Branch_2/Conv2d_0d_1x3/BatchNorm/batchnorm/add_1 | Add | 18.33 | 4.00 | 14.33 | 16384 | 0.00 | 0.00 | 0.00 | 0.00 | 4.10 | true |
| 435 | InceptionV4/InceptionV4/Mixed_7d/concat | ConcatV2 | 87.33 | 0.00 | 87.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 436 | InceptionV4/InceptionV4/Mixed_7d/Branch_0/Conv2d_0a_1x1/Relu | Relu | 21.00 | 3.00 | 18.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 437 | InceptionV4/Logits/AvgPool_1a/AvgPool | AvgPool | 44.00 | 12.33 | 31.67 | 131847 | 0.00 | 0.00 | 0.00 | 0.00 | 10.69 | true |
| 438 | InceptionV4/Logits/PreLogitsFlatten/Shape | Shape | 8.00 | 0.00 | 8.00 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 440 | InceptionV4/Logits/PreLogitsFlatten/Shape-0-0-VecPermuteNCHWToNHWC-LayoutOptimizer | DataFormatVecPermute | 10.67 | 0.00 | 10.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 441 | InceptionV4/Logits/PreLogitsFlatten/Slice_1 | Slice | 8.33 | 0.00 | 8.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 442 | InceptionV4/Logits/PreLogitsFlatten/Slice | Slice | 6.67 | 0.00 | 6.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 443 | InceptionV4/Logits/PreLogitsFlatten/Prod | Prod | 37.00 | 3.83 | 33.17 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 444 | InceptionV4/Logits/PreLogitsFlatten/ExpandDims | ExpandDims | 9.67 | 0.00 | 9.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 445 | InceptionV4/Logits/PreLogitsFlatten/concat | ConcatV2 | 10.67 | 0.00 | 10.67 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 446 | InceptionV4/Logits/PreLogitsFlatten/Reshape | Reshape | 7.33 | 0.00 | 7.33 | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | true |
| 447 | InceptionV4/Logits/Logits/MatMul | MatMul | 63.33 | 24.17 | 39.17 | 3202871 | 0.00 | 0.00 | 0.00 | 0.00 | 132.53 | true |
| 448 | InceptionV4/Logits/Logits/BiasAdd | BiasAdd | 23.67 | 4.00 | 19.67 | 1001 | 0.00 | 0.00 | 0.00 | 0.00 | 0.25 | true |
| 449 | InceptionV4/Logits/Predictions | Softmax | 63.00 | 20.17 | 42.83 | 34455 | 0.00 | 0.00 | 0.00 | 0.00 | 1.71 | true |
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