Layer Information
| layer_index | layer_name | layer_type | layer_shape | layer_duration (us) | layer_allocated_bytes | layer_peak_allocated_bytes | layer_allocator_bytes_in_use | layer_allocator_name | layer_host_temp_mem_bytes | layer_device_temp_mem_bytes | layer_host_persistent_mem_bytes | layer_device_persistent_mem_bytes |
|---|
layer_index | layer_name | layer_type | layer_shape | layer_duration (us) | layer_allocated_bytes | layer_peak_allocated_bytes | layer_allocator_bytes_in_use | layer_allocator_name | layer_host_temp_mem_bytes | layer_device_temp_mem_bytes | layer_host_persistent_mem_bytes | layer_device_persistent_mem_bytes |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | InceptionV2/InceptionV2/Conv2d_1a_7x7/separable_conv2d/depthwise-0-TransposeNHWCToNCHW-LayoutOptimizer | Transpose | [[1 3 224 224]] | 89.333 | 602112 | 602112 | 45926912 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 2 | InceptionV2/InceptionV2/Conv2d_1a_7x7/separable_conv2d/depthwise | DepthwiseConv2dNative | [[1 24 112 112]] | 304.667 | 1204224 | 1816832 | 46529024 | GPU_0_bfc | 612608 | 0 | 0 | 0 |
| 3 | InceptionV2/InceptionV2/Conv2d_1a_7x7/separable_conv2d | Conv2D | [[1 64 112 112]] | 143.333 | 3211264 | 3292928 | 49138176 | GPU_0_bfc | 81664 | 0 | 0 | 0 |
| 4 | InceptionV2/InceptionV2/Conv2d_1a_7x7/BiasAdd | BiasAdd | [[1 64 112 112]] | 34 | 3211264 | 0 | 47933952 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 5 | InceptionV2/InceptionV2/Conv2d_1a_7x7/Relu | Relu | [[1 64 112 112]] | 23.667 | 3211264 | 0 | 47933952 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 6 | InceptionV2/InceptionV2/MaxPool_2a_3x3/MaxPool | MaxPool | [[1 64 56 56]] | 49.333 | 802816 | 802816 | 48736768 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 7 | InceptionV2/InceptionV2/Conv2d_2b_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 64 56 56]] | 97 | 802816 | 819200 | 46328320 | GPU_0_bfc | 16384 | 0 | 0 | 0 |
| 8 | InceptionV2/InceptionV2/Conv2d_2b_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 64 56 56]] | 34.667 | 802816 | 0 | 45525504 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 9 | InceptionV2/InceptionV2/Conv2d_2b_1x1/Relu | Relu | [[1 64 56 56]] | 19 | 802816 | 0 | 45525504 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 10 | InceptionV2/InceptionV2/Conv2d_2c_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 192 56 56]] | 173.333 | 2408448 | 4440832 | 47933952 | GPU_0_bfc | 2032384 | 0 | 0 | 0 |
| 11 | InceptionV2/InceptionV2/Conv2d_2c_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 192 56 56]] | 26.667 | 2408448 | 0 | 47131136 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 12 | InceptionV2/InceptionV2/Conv2d_2c_3x3/Relu | Relu | [[1 192 56 56]] | 19.667 | 2408448 | 0 | 47131136 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 13 | InceptionV2/InceptionV2/MaxPool_3a_3x3/MaxPool | MaxPool | [[1 192 28 28]] | 37.667 | 602112 | 602112 | 47733248 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 14 | InceptionV2/InceptionV2/Mixed_3b/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | [[1 192 28 28]] | 38 | 602112 | 602112 | 45926912 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 15 | InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 64 28 28]] | 98 | 200704 | 249856 | 46127616 | GPU_0_bfc | 49152 | 0 | 0 | 0 |
| 16 | InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 64 28 28]] | 97.333 | 200704 | 249856 | 46328320 | GPU_0_bfc | 49152 | 0 | 0 | 0 |
| 17 | InceptionV2/InceptionV2/Mixed_3b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 64 28 28]] | 95.667 | 200704 | 249856 | 46529024 | GPU_0_bfc | 49152 | 0 | 0 | 0 |
| 18 | InceptionV2/InceptionV2/Mixed_3b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 32 28 28]] | 94.333 | 100352 | 124928 | 46027264 | GPU_0_bfc | 24576 | 0 | 0 | 0 |
| 19 | InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 64 28 28]] | 25.667 | 200704 | 0 | 45425152 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 20 | InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 64 28 28]] | 20 | 200704 | 0 | 45425152 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 21 | InceptionV2/InceptionV2/Mixed_3b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 64 28 28]] | 19 | 200704 | 0 | 45425152 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 22 | InceptionV2/InceptionV2/Mixed_3b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 32 28 28]] | 19.667 | 100352 | 0 | 45425152 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 23 | InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0a_1x1/Relu | Relu | [[1 64 28 28]] | 18.667 | 200704 | 0 | 45425152 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 24 | InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0a_1x1/Relu | Relu | [[1 64 28 28]] | 17.667 | 200704 | 0 | 45425152 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 25 | InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 96 28 28]] | 116.667 | 301056 | 1137152 | 45726208 | GPU_0_bfc | 836096 | 0 | 0 | 0 |
| 26 | InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 64 28 28]] | 112.667 | 200704 | 1003520 | 45726208 | GPU_0_bfc | 802816 | 0 | 0 | 0 |
| 27 | InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 96 28 28]] | 25 | 301056 | 0 | 45525504 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 28 | InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 64 28 28]] | 19.333 | 200704 | 0 | 45525504 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 29 | InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0b_3x3/Relu | Relu | [[1 96 28 28]] | 18 | 301056 | 0 | 45525504 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 30 | InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 96 28 28]] | 121.333 | 301056 | 1554944 | 45826560 | GPU_0_bfc | 1253888 | 0 | 0 | 0 |
| 31 | InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 96 28 28]] | 25.333 | 301056 | 0 | 45525504 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 32 | InceptionV2/InceptionV2/Mixed_3b/concat | ConcatV2 | [[1 256 28 28]] | 77.667 | 802816 | 802816 | 46328320 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 33 | InceptionV2/InceptionV2/Mixed_3b/Branch_0/Conv2d_0a_1x1/Relu | Relu | [[1 256 28 28]] | 22.333 | 802816 | 0 | 45525504 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 34 | InceptionV2/InceptionV2/Mixed_3c/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | [[1 256 28 28]] | 42 | 802816 | 802816 | 46328320 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 35 | InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 64 28 28]] | 101.667 | 200704 | 266240 | 46529024 | GPU_0_bfc | 65536 | 0 | 0 | 0 |
| 36 | InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 64 28 28]] | 99 | 200704 | 266240 | 46729728 | GPU_0_bfc | 65536 | 0 | 0 | 0 |
| 37 | InceptionV2/InceptionV2/Mixed_3c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 64 28 28]] | 98.667 | 200704 | 266240 | 46930432 | GPU_0_bfc | 65536 | 0 | 0 | 0 |
| 38 | InceptionV2/InceptionV2/Mixed_3c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 64 28 28]] | 98.667 | 200704 | 266240 | 46328320 | GPU_0_bfc | 65536 | 0 | 0 | 0 |
| 39 | InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 64 28 28]] | 26 | 200704 | 0 | 45525504 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 40 | InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 64 28 28]] | 20 | 200704 | 0 | 45525504 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 41 | InceptionV2/InceptionV2/Mixed_3c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 64 28 28]] | 20 | 200704 | 0 | 45525504 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 42 | InceptionV2/InceptionV2/Mixed_3c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 64 28 28]] | 19.667 | 200704 | 0 | 45525504 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 43 | InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0a_1x1/Relu | Relu | [[1 64 28 28]] | 18.333 | 200704 | 0 | 45525504 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 44 | InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0a_1x1/Relu | Relu | [[1 64 28 28]] | 17.667 | 200704 | 0 | 45525504 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 45 | InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 96 28 28]] | 115.667 | 301056 | 1137152 | 45826560 | GPU_0_bfc | 836096 | 0 | 0 | 0 |
| 46 | InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 96 28 28]] | 112.333 | 301056 | 1317376 | 45926912 | GPU_0_bfc | 1016320 | 0 | 0 | 0 |
| 47 | InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 96 28 28]] | 24.667 | 301056 | 0 | 45726208 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 48 | InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 96 28 28]] | 20 | 301056 | 0 | 45726208 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 49 | InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0b_3x3/Relu | Relu | [[1 96 28 28]] | 18.667 | 301056 | 0 | 45726208 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 50 | InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 96 28 28]] | 119.667 | 301056 | 1554944 | 46027264 | GPU_0_bfc | 1253888 | 0 | 0 | 0 |
| 51 | InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 96 28 28]] | 23.667 | 301056 | 0 | 45726208 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 52 | InceptionV2/InceptionV2/Mixed_3c/concat | ConcatV2 | [[1 320 28 28]] | 66.333 | 1003520 | 1003520 | 46729728 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 53 | InceptionV2/InceptionV2/Mixed_3c/Branch_0/Conv2d_0a_1x1/Relu | Relu | [[1 320 28 28]] | 20.667 | 1003520 | 0 | 45726208 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 54 | InceptionV2/InceptionV2/Mixed_4a/Branch_2/MaxPool_1a_3x3/MaxPool | MaxPool | [[1 320 14 14]] | 35.333 | 250880 | 250880 | 45977088 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 55 | InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 64 28 28]] | 103.333 | 200704 | 282624 | 46177792 | GPU_0_bfc | 81920 | 0 | 0 | 0 |
| 56 | InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 128 28 28]] | 114 | 401408 | 565248 | 46579200 | GPU_0_bfc | 163840 | 0 | 0 | 0 |
| 57 | InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 64 28 28]] | 25.333 | 200704 | 0 | 45575680 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 58 | InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 128 28 28]] | 19 | 401408 | 0 | 45575680 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 59 | InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0a_1x1/Relu | Relu | [[1 64 28 28]] | 17.333 | 200704 | 0 | 45575680 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 60 | InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_0a_1x1/Relu | Relu | [[1 128 28 28]] | 17.333 | 401408 | 0 | 45575680 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 61 | InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 96 28 28]] | 113.333 | 301056 | 1137152 | 45876736 | GPU_0_bfc | 836096 | 0 | 0 | 0 |
| 62 | InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 160 14 14]] | 166.667 | 200704 | 1368576 | 45876736 | GPU_0_bfc | 1167872 | 0 | 0 | 0 |
| 63 | InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 96 28 28]] | 25 | 301056 | 0 | 45475328 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 64 | InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 160 14 14]] | 20 | 200704 | 0 | 45475328 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 65 | InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0b_3x3/Relu | Relu | [[1 96 28 28]] | 17.667 | 301056 | 0 | 45475328 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 66 | InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_1a_3x3/Relu | Relu | [[1 160 14 14]] | 16.667 | 200704 | 0 | 45475328 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 67 | InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_1a_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 96 14 14]] | 145 | 75264 | 733184 | 45550592 | GPU_0_bfc | 657920 | 0 | 0 | 0 |
| 68 | InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 96 14 14]] | 24.333 | 75264 | 0 | 45249536 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 69 | InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_1a_3x3/Relu | Relu | [[1 96 14 14]] | 18.667 | 75264 | 0 | 45249536 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 70 | InceptionV2/InceptionV2/Mixed_4a/concat | ConcatV2 | [[1 576 14 14]] | 53.667 | 451584 | 451584 | 45701120 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 71 | InceptionV2/InceptionV2/Mixed_4b/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | [[1 576 14 14]] | 39 | 526848 | 526848 | 45701120 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 72 | InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 96 14 14]] | 116 | 75264 | 296448 | 45776384 | GPU_0_bfc | 221184 | 0 | 0 | 0 |
| 73 | InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 64 14 14]] | 114 | 50176 | 197632 | 45826560 | GPU_0_bfc | 147456 | 0 | 0 | 0 |
| 74 | InceptionV2/InceptionV2/Mixed_4b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 224 14 14]] | 116 | 175616 | 691712 | 46002176 | GPU_0_bfc | 516096 | 0 | 0 | 0 |
| 75 | InceptionV2/InceptionV2/Mixed_4b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 128 14 14]] | 114 | 100352 | 451584 | 45650944 | GPU_0_bfc | 351232 | 0 | 0 | 0 |
| 76 | InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 96 14 14]] | 25.667 | 75264 | 0 | 45124096 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 77 | InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 64 14 14]] | 18.667 | 50176 | 0 | 45124096 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 78 | InceptionV2/InceptionV2/Mixed_4b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 224 14 14]] | 19 | 175616 | 0 | 45124096 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 79 | InceptionV2/InceptionV2/Mixed_4b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 128 14 14]] | 19 | 100352 | 0 | 45124096 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 80 | InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0a_1x1/Relu | Relu | [[1 96 14 14]] | 17.667 | 75264 | 0 | 45124096 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 81 | InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0a_1x1/Relu | Relu | [[1 64 14 14]] | 17.333 | 50176 | 0 | 45124096 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 82 | InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 128 14 14]] | 126.667 | 100352 | 1856512 | 45224448 | GPU_0_bfc | 1756160 | 0 | 0 | 0 |
| 83 | InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 96 14 14]] | 112.667 | 75264 | 941056 | 45224448 | GPU_0_bfc | 865792 | 0 | 0 | 0 |
| 84 | InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 128 14 14]] | 24.333 | 100352 | 0 | 45174272 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 85 | InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 96 14 14]] | 19.333 | 75264 | 0 | 45174272 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 86 | InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0b_3x3/Relu | Relu | [[1 128 14 14]] | 17.667 | 100352 | 0 | 45174272 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 87 | InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 128 14 14]] | 127.667 | 100352 | 2329088 | 45274624 | GPU_0_bfc | 2228736 | 0 | 0 | 0 |
| 88 | InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 128 14 14]] | 24 | 100352 | 0 | 45174272 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 89 | InceptionV2/InceptionV2/Mixed_4b/concat | ConcatV2 | [[1 576 14 14]] | 65 | 526848 | 526848 | 45701120 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 90 | InceptionV2/InceptionV2/Mixed_4b/Branch_0/Conv2d_0a_1x1/Relu | Relu | [[1 576 14 14]] | 21.333 | 526848 | 0 | 45249536 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 91 | InceptionV2/InceptionV2/Mixed_4c/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | [[1 576 14 14]] | 38.667 | 451584 | 451584 | 45701120 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 92 | InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 96 14 14]] | 115.667 | 75264 | 296448 | 45776384 | GPU_0_bfc | 221184 | 0 | 0 | 0 |
| 93 | InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 96 14 14]] | 114.667 | 75264 | 296448 | 45851648 | GPU_0_bfc | 221184 | 0 | 0 | 0 |
| 94 | InceptionV2/InceptionV2/Mixed_4c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 192 14 14]] | 116.333 | 150528 | 592896 | 46002176 | GPU_0_bfc | 442368 | 0 | 0 | 0 |
| 95 | InceptionV2/InceptionV2/Mixed_4c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 128 14 14]] | 114.333 | 100352 | 526848 | 45575680 | GPU_0_bfc | 426496 | 0 | 0 | 0 |
| 96 | InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 96 14 14]] | 25.667 | 75264 | 0 | 45124096 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 97 | InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 96 14 14]] | 20 | 75264 | 0 | 45124096 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 98 | InceptionV2/InceptionV2/Mixed_4c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 192 14 14]] | 19.667 | 150528 | 0 | 45124096 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 99 | InceptionV2/InceptionV2/Mixed_4c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 128 14 14]] | 18.333 | 100352 | 0 | 45124096 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 100 | InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0a_1x1/Relu | Relu | [[1 96 14 14]] | 18.333 | 75264 | 0 | 45124096 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 101 | InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0a_1x1/Relu | Relu | [[1 96 14 14]] | 17 | 75264 | 0 | 45124096 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 102 | InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 128 14 14]] | 122 | 100352 | 2107392 | 45224448 | GPU_0_bfc | 2007040 | 0 | 0 | 0 |
| 103 | InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 128 14 14]] | 120 | 100352 | 2082304 | 45249536 | GPU_0_bfc | 1981952 | 0 | 0 | 0 |
| 104 | InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 128 14 14]] | 24 | 100352 | 0 | 45174272 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 105 | InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 128 14 14]] | 19 | 100352 | 0 | 45174272 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 106 | InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0b_3x3/Relu | Relu | [[1 128 14 14]] | 18 | 100352 | 0 | 45174272 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 107 | InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 128 14 14]] | 126.333 | 100352 | 2466816 | 45274624 | GPU_0_bfc | 2366464 | 0 | 0 | 0 |
| 108 | InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 128 14 14]] | 24 | 100352 | 0 | 45174272 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 109 | InceptionV2/InceptionV2/Mixed_4c/concat | ConcatV2 | [[1 576 14 14]] | 64.667 | 727552 | 727552 | 45901824 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 110 | InceptionV2/InceptionV2/Mixed_4c/Branch_0/Conv2d_0a_1x1/Relu | Relu | [[1 576 14 14]] | 21 | 727552 | 0 | 45450240 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 111 | InceptionV2/InceptionV2/Mixed_4d/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | [[1 576 14 14]] | 38 | 451584 | 451584 | 45901824 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 112 | InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 128 14 14]] | 109.667 | 100352 | 401408 | 46002176 | GPU_0_bfc | 301056 | 0 | 0 | 0 |
| 113 | InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 128 14 14]] | 117.667 | 100352 | 395264 | 46102528 | GPU_0_bfc | 294912 | 0 | 0 | 0 |
| 114 | InceptionV2/InceptionV2/Mixed_4d/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 160 14 14]] | 116.667 | 200704 | 569344 | 46303232 | GPU_0_bfc | 368640 | 0 | 0 | 0 |
| 115 | InceptionV2/InceptionV2/Mixed_4d/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 96 14 14]] | 115.333 | 75264 | 296448 | 45650944 | GPU_0_bfc | 221184 | 0 | 0 | 0 |
| 116 | InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 128 14 14]] | 25.333 | 100352 | 0 | 45199360 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 117 | InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 128 14 14]] | 19.333 | 100352 | 0 | 45199360 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 118 | InceptionV2/InceptionV2/Mixed_4d/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 160 14 14]] | 19.333 | 200704 | 0 | 45199360 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 119 | InceptionV2/InceptionV2/Mixed_4d/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 96 14 14]] | 18.667 | 75264 | 0 | 45199360 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 120 | InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0a_1x1/Relu | Relu | [[1 128 14 14]] | 17.333 | 100352 | 0 | 45199360 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 121 | InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0a_1x1/Relu | Relu | [[1 128 14 14]] | 16.667 | 100352 | 0 | 45199360 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 122 | InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 160 14 14]] | 131 | 125440 | 2911488 | 45324800 | GPU_0_bfc | 2786048 | 0 | 0 | 0 |
| 123 | InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 160 14 14]] | 130.333 | 125440 | 2911488 | 45349888 | GPU_0_bfc | 2786048 | 0 | 0 | 0 |
| 124 | InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 160 14 14]] | 24.333 | 125440 | 0 | 45249536 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 125 | InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 160 14 14]] | 19.667 | 125440 | 0 | 45249536 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 126 | InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0b_3x3/Relu | Relu | [[1 160 14 14]] | 18 | 125440 | 0 | 45249536 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 127 | InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 160 14 14]] | 136 | 200704 | 3683072 | 45450240 | GPU_0_bfc | 3482368 | 0 | 0 | 0 |
| 128 | InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 160 14 14]] | 24 | 200704 | 0 | 45324800 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 129 | InceptionV2/InceptionV2/Mixed_4d/concat | ConcatV2 | [[1 576 14 14]] | 65 | 451584 | 451584 | 45776384 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 130 | InceptionV2/InceptionV2/Mixed_4d/Branch_0/Conv2d_0a_1x1/Relu | Relu | [[1 576 14 14]] | 20.667 | 451584 | 0 | 45174272 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 131 | InceptionV2/InceptionV2/Mixed_4e/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | [[1 576 14 14]] | 37.333 | 727552 | 727552 | 45901824 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 132 | InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 160 14 14]] | 119.333 | 125440 | 494080 | 46027264 | GPU_0_bfc | 368640 | 0 | 0 | 0 |
| 133 | InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 128 14 14]] | 116 | 100352 | 395264 | 46127616 | GPU_0_bfc | 294912 | 0 | 0 | 0 |
| 134 | InceptionV2/InceptionV2/Mixed_4e/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 96 14 14]] | 116.667 | 75264 | 296448 | 46202880 | GPU_0_bfc | 221184 | 0 | 0 | 0 |
| 135 | InceptionV2/InceptionV2/Mixed_4e/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 96 14 14]] | 113.667 | 75264 | 451584 | 45826560 | GPU_0_bfc | 376320 | 0 | 0 | 0 |
| 136 | InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 160 14 14]] | 25.667 | 125440 | 0 | 45099008 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 137 | InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 128 14 14]] | 19.667 | 100352 | 0 | 45099008 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 138 | InceptionV2/InceptionV2/Mixed_4e/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 96 14 14]] | 18.667 | 75264 | 0 | 45099008 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 139 | InceptionV2/InceptionV2/Mixed_4e/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 96 14 14]] | 19.667 | 75264 | 0 | 45099008 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 140 | InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0a_1x1/Relu | Relu | [[1 160 14 14]] | 18 | 125440 | 0 | 45099008 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 141 | InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0a_1x1/Relu | Relu | [[1 128 14 14]] | 16.667 | 100352 | 0 | 45099008 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 142 | InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 192 14 14]] | 142 | 150528 | 4329216 | 45249536 | GPU_0_bfc | 4178688 | 0 | 0 | 0 |
| 143 | InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 192 14 14]] | 133.667 | 150528 | 3493632 | 45274624 | GPU_0_bfc | 3343104 | 0 | 0 | 0 |
| 144 | InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 192 14 14]] | 25.333 | 150528 | 0 | 45174272 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 145 | InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 192 14 14]] | 20.333 | 150528 | 0 | 45174272 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 146 | InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0b_3x3/Relu | Relu | [[1 192 14 14]] | 18.333 | 150528 | 0 | 45174272 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 147 | InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 192 14 14]] | 148 | 150528 | 5164800 | 45324800 | GPU_0_bfc | 5014272 | 0 | 0 | 0 |
| 148 | InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 192 14 14]] | 24.333 | 150528 | 0 | 45174272 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 149 | InceptionV2/InceptionV2/Mixed_4e/concat | ConcatV2 | [[1 576 14 14]] | 65.667 | 727552 | 727552 | 45901824 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 150 | InceptionV2/InceptionV2/Mixed_4e/Branch_0/Conv2d_0a_1x1/Relu | Relu | [[1 576 14 14]] | 21.333 | 727552 | 0 | 45450240 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 151 | InceptionV2/InceptionV2/Mixed_5a/Branch_2/MaxPool_1a_3x3/MaxPool | MaxPool | [[1 576 7 7]] | 35.333 | 112896 | 112896 | 45563136 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 152 | InceptionV2/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 192 14 14]] | 122 | 150528 | 592896 | 45713664 | GPU_0_bfc | 442368 | 0 | 0 | 0 |
| 153 | InceptionV2/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 128 14 14]] | 117.667 | 100352 | 395264 | 45814016 | GPU_0_bfc | 294912 | 0 | 0 | 0 |
| 154 | InceptionV2/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 192 14 14]] | 26.333 | 150528 | 0 | 45086464 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 155 | InceptionV2/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 128 14 14]] | 19 | 100352 | 0 | 45086464 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 156 | InceptionV2/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/Relu | Relu | [[1 192 14 14]] | 18 | 150528 | 0 | 45086464 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 157 | InceptionV2/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/Relu | Relu | [[1 128 14 14]] | 17 | 100352 | 0 | 45086464 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 158 | InceptionV2/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 256 14 14]] | 154.667 | 200704 | 6886400 | 45287168 | GPU_0_bfc | 6685696 | 0 | 0 | 0 |
| 159 | InceptionV2/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 192 7 7]] | 166.333 | 37632 | 1037568 | 45174272 | GPU_0_bfc | 999936 | 0 | 0 | 0 |
| 160 | InceptionV2/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 256 14 14]] | 25.667 | 200704 | 0 | 45073920 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 161 | InceptionV2/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 192 7 7]] | 21 | 37632 | 0 | 45073920 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 162 | InceptionV2/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/Relu | Relu | [[1 256 14 14]] | 18.333 | 200704 | 0 | 45073920 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 163 | InceptionV2/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/Relu | Relu | [[1 192 7 7]] | 17.667 | 37632 | 0 | 45073920 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 164 | InceptionV2/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 256 7 7]] | 232 | 50176 | 2639872 | 45124096 | GPU_0_bfc | 2589696 | 0 | 0 | 0 |
| 165 | InceptionV2/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 256 7 7]] | 25.333 | 50176 | 0 | 44923392 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 166 | InceptionV2/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/Relu | Relu | [[1 256 7 7]] | 18.667 | 50176 | 0 | 44923392 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 167 | InceptionV2/InceptionV2/Mixed_5a/concat | ConcatV2 | [[1 1024 7 7]] | 52.667 | 200704 | 200704 | 45124096 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 168 | InceptionV2/InceptionV2/Mixed_5b/Branch_3/AvgPool_0a_3x3/AvgPool | AvgPool | [[1 1024 7 7]] | 37 | 200704 | 200704 | 45124096 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 169 | InceptionV2/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 160 7 7]] | 140.667 | 31488 | 686848 | 45155584 | GPU_0_bfc | 655360 | 0 | 0 | 0 |
| 170 | InceptionV2/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 192 7 7]] | 142 | 37632 | 824064 | 45193216 | GPU_0_bfc | 786432 | 0 | 0 | 0 |
| 171 | InceptionV2/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 352 7 7]] | 145.333 | 69120 | 1510912 | 45262336 | GPU_0_bfc | 1441792 | 0 | 0 | 0 |
| 172 | InceptionV2/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 128 7 7]] | 140.667 | 25088 | 549376 | 45086720 | GPU_0_bfc | 524288 | 0 | 0 | 0 |
| 173 | InceptionV2/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 160 7 7]] | 26 | 31488 | 0 | 44886016 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 174 | InceptionV2/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 192 7 7]] | 19.667 | 37632 | 0 | 44886016 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 175 | InceptionV2/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 352 7 7]] | 20 | 69120 | 0 | 44886016 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 176 | InceptionV2/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 128 7 7]] | 18.333 | 25088 | 0 | 44886016 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 177 | InceptionV2/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/Relu | Relu | [[1 160 7 7]] | 18.333 | 31488 | 0 | 44886016 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 178 | InceptionV2/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/Relu | Relu | [[1 192 7 7]] | 17.667 | 37632 | 0 | 44886016 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 179 | InceptionV2/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 224 7 7]] | 144.333 | 44032 | 4919296 | 44930048 | GPU_0_bfc | 4875264 | 0 | 0 | 0 |
| 180 | InceptionV2/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 320 7 7]] | 156.333 | 62720 | 8419840 | 44961280 | GPU_0_bfc | 8357120 | 0 | 0 | 0 |
| 181 | InceptionV2/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 224 7 7]] | 25.333 | 44032 | 0 | 44923648 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 182 | InceptionV2/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 320 7 7]] | 20 | 62720 | 0 | 44923648 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 183 | InceptionV2/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/Relu | Relu | [[1 224 7 7]] | 17.667 | 44032 | 0 | 44923648 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 184 | InceptionV2/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 224 7 7]] | 159 | 44032 | 6868992 | 44967680 | GPU_0_bfc | 6824960 | 0 | 0 | 0 |
| 185 | InceptionV2/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 224 7 7]] | 24 | 44032 | 0 | 44923648 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 186 | InceptionV2/InceptionV2/Mixed_5b/concat | ConcatV2 | [[1 1024 7 7]] | 64.667 | 294656 | 294656 | 45218304 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 187 | InceptionV2/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/Relu | Relu | [[1 1024 7 7]] | 21 | 294656 | 0 | 45017344 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 188 | InceptionV2/InceptionV2/Mixed_5c/Branch_3/MaxPool_0a_3x3/MaxPool | MaxPool | [[1 1024 7 7]] | 35.667 | 200704 | 200704 | 45218048 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 189 | InceptionV2/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 192 7 7]] | 144 | 37632 | 824064 | 45255680 | GPU_0_bfc | 786432 | 0 | 0 | 0 |
| 190 | InceptionV2/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 192 7 7]] | 134.667 | 37632 | 824064 | 45293312 | GPU_0_bfc | 786432 | 0 | 0 | 0 |
| 191 | InceptionV2/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 352 7 7]] | 144.667 | 100608 | 1542400 | 45393920 | GPU_0_bfc | 1441792 | 0 | 0 | 0 |
| 192 | InceptionV2/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul | Conv2D | [[1 128 7 7]] | 139.667 | 25088 | 549376 | 45124352 | GPU_0_bfc | 524288 | 0 | 0 | 0 |
| 193 | InceptionV2/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 192 7 7]] | 25.667 | 37632 | 0 | 44923648 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 194 | InceptionV2/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 192 7 7]] | 20.333 | 37632 | 0 | 44923648 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 195 | InceptionV2/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 352 7 7]] | 20 | 100608 | 0 | 44923648 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 196 | InceptionV2/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1 | Add | [[1 128 7 7]] | 19.333 | 25088 | 0 | 44923648 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 197 | InceptionV2/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/Relu | Relu | [[1 192 7 7]] | 17.333 | 37632 | 0 | 44923648 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 198 | InceptionV2/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/Relu | Relu | [[1 192 7 7]] | 17.333 | 37632 | 0 | 44923648 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 199 | InceptionV2/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 224 7 7]] | 151.333 | 44032 | 5894144 | 44967680 | GPU_0_bfc | 5850112 | 0 | 0 | 0 |
| 200 | InceptionV2/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 320 7 7]] | 159.667 | 62720 | 8419840 | 44992768 | GPU_0_bfc | 8357120 | 0 | 0 | 0 |
| 201 | InceptionV2/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 224 7 7]] | 25.667 | 44032 | 0 | 44955136 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 202 | InceptionV2/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 320 7 7]] | 19.333 | 62720 | 0 | 44955136 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 203 | InceptionV2/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/Relu | Relu | [[1 224 7 7]] | 17.667 | 44032 | 0 | 44955136 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 204 | InceptionV2/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul | Conv2D | [[1 224 7 7]] | 161.333 | 75264 | 6900224 | 45030400 | GPU_0_bfc | 6824960 | 0 | 0 | 0 |
| 205 | InceptionV2/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1 | Add | [[1 224 7 7]] | 24.667 | 75264 | 0 | 44986368 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 206 | InceptionV2/InceptionV2/Mixed_5c/concat | ConcatV2 | [[1 1024 7 7]] | 68 | 200704 | 200704 | 45187072 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 207 | InceptionV2/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/Relu | Relu | [[1 1024 7 7]] | 21.333 | 200704 | 0 | 44923392 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 208 | InceptionV2/Logits/AvgPool_1a_7x7/AvgPool | AvgPool | [[1 1024 1 1]] | 37.667 | 4096 | 4096 | 44927488 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 209 | InceptionV2/Logits/Conv2d_1c_1x1/convolution | Conv2D | [[1 1001 1 1]] | 174 | 4096 | 4104192 | 44730880 | GPU_0_bfc | 4100096 | 0 | 0 | 0 |
| 210 | InceptionV2/Logits/Conv2d_1c_1x1/BiasAdd | BiasAdd | [[1 1001 1 1]] | 26.333 | 4096 | 0 | 44726784 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 211 | InceptionV2/Logits/Conv2d_1c_1x1/BiasAdd-0-0-TransposeNCHWToNHWC-LayoutOptimizer | Transpose | [[1 1 1 1001]] | 6.667 | 4096 | 0 | 44726784 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 212 | InceptionV2/Logits/SpatialSqueeze | Squeeze | [[1 1001]] | 9.667 | 4096 | 0 | 44726784 | GPU_0_bfc | 0 | 0 | 0 | 0 |
| 213 | InceptionV2/Predictions/Shape | Shape | [[2]] | 9 | 256 | 0 | 44726784 | cuda_host_bfc | 0 | 0 | 0 | 0 |
| 214 | InceptionV2/Predictions/Softmax | Softmax | [[1 1001]] | 59.333 | 4096 | 8192 | 44726784 | GPU_0_bfc | 8192 | 0 | 0 | 0 |
| 215 | InceptionV2/Predictions/Reshape_1 | Reshape | [[1 1001]] | 7 | 4096 | 0 | 44726784 | GPU_0_bfc | 0 | 0 | 0 | 0 |
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