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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | resnet_v1_152/Pad | Pad | [[1 230 230 3]] | 3754.667 | 634800 | 634800 | 0 | cpu | 0 | 0 | 0 | 0 |
| 3 | resnet_v1_152/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 112 112 64]] | 10958.333 | 3211264 | 3211264 | 0 | cpu | 0 | 0 | 0 | 0 |
| 4 | resnet_v1_152/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 112 112 64]] | 952 | 3211264 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 5 | resnet_v1_152/conv1/Relu | Relu | [[1 112 112 64]] | 166.333 | 3211264 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 6 | resnet_v1_152/pool1/MaxPool | MaxPool | [[1 56 56 64]] | 791.333 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 7 | resnet_v1_152/block1/unit_1/bottleneck_v1/shortcut/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 56 56 256]] | 2522.333 | 3211264 | 3211264 | 0 | cpu | 0 | 0 | 0 | 0 |
| 8 | resnet_v1_152/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 56 56 64]] | 1894.333 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 9 | resnet_v1_152/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 56 56 64]] | 393 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 10 | resnet_v1_152/block1/unit_1/bottleneck_v1/conv1/Relu | Relu | [[1 56 56 64]] | 86.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 11 | resnet_v1_152/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 56 56 64]] | 4997 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 12 | resnet_v1_152/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 56 56 64]] | 236.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 13 | resnet_v1_152/block1/unit_1/bottleneck_v1/conv2/Relu | Relu | [[1 56 56 64]] | 91.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 14 | resnet_v1_152/block1/unit_1/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 56 56 256]] | 1818.333 | 3211264 | 3211264 | 0 | cpu | 0 | 0 | 0 | 0 |
| 15 | resnet_v1_152/block1/unit_1/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 56 56 256]] | 287 | 3211264 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 16 | resnet_v1_152/block1/unit_1/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 56 56 256]] | 600.667 | 3211264 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 17 | resnet_v1_152/block1/unit_1/bottleneck_v1/Relu | Relu | [[1 56 56 256]] | 149.333 | 3211264 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 18 | resnet_v1_152/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 56 56 64]] | 1844.667 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 19 | resnet_v1_152/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 56 56 64]] | 231.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 20 | resnet_v1_152/block1/unit_2/bottleneck_v1/conv1/Relu | Relu | [[1 56 56 64]] | 94 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 21 | resnet_v1_152/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 56 56 64]] | 5169 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 22 | resnet_v1_152/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 56 56 64]] | 240 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 23 | resnet_v1_152/block1/unit_2/bottleneck_v1/conv2/Relu | Relu | [[1 56 56 64]] | 92.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 24 | resnet_v1_152/block1/unit_2/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 56 56 256]] | 1733.667 | 3211264 | 3211264 | 0 | cpu | 0 | 0 | 0 | 0 |
| 25 | resnet_v1_152/block1/unit_2/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 56 56 256]] | 364.667 | 3211264 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 26 | resnet_v1_152/block1/unit_2/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 56 56 256]] | 789.667 | 3211264 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 27 | resnet_v1_152/block1/unit_2/bottleneck_v1/Relu | Relu | [[1 56 56 256]] | 183.667 | 3211264 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 28 | resnet_v1_152/block1/unit_3/bottleneck_v1/shortcut/MaxPool | MaxPool | [[1 28 28 256]] | 268 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 29 | resnet_v1_152/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 56 56 64]] | 1915.667 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 30 | resnet_v1_152/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 56 56 64]] | 230.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 31 | resnet_v1_152/block1/unit_3/bottleneck_v1/conv1/Relu | Relu | [[1 56 56 64]] | 86 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 32 | resnet_v1_152/block1/unit_3/bottleneck_v1/Pad | Pad | [[1 58 58 64]] | 775.667 | 861184 | 861184 | 0 | cpu | 0 | 0 | 0 | 0 |
| 33 | resnet_v1_152/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 28 28 64]] | 1155.333 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 34 | resnet_v1_152/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 28 28 64]] | 130.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 35 | resnet_v1_152/block1/unit_3/bottleneck_v1/conv2/Relu | Relu | [[1 28 28 64]] | 23.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 36 | resnet_v1_152/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 28 28 256]] | 715.333 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 37 | resnet_v1_152/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1 | Add | [[1 28 28 256]] | 277.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 38 | resnet_v1_152/block1/unit_3/bottleneck_v1/add | Add | [[1 28 28 256]] | 130 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 39 | resnet_v1_152/block1/unit_3/bottleneck_v1/Relu | Relu | [[1 28 28 256]] | 77.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 40 | resnet_v1_152/block2/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 28 28 128]] | 2524.333 | 401408 | 401408 | 0 | cpu | 0 | 0 | 0 | 0 |
| 41 | resnet_v1_152/block2/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 28 28 128]] | 915 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 42 | resnet_v1_152/block2/unit_1/bottleneck_v1/conv1/Relu | Relu | [[1 28 28 128]] | 766.667 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 43 | resnet_v1_152/block2/unit_1/bottleneck_v1/shortcut/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 28 28 512]] | 7508.333 | 1605632 | 1605632 | 0 | cpu | 0 | 0 | 0 | 0 |
| 44 | resnet_v1_152/block2/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 28 28 128]] | 4954 | 401408 | 401408 | 0 | cpu | 0 | 0 | 0 | 0 |
| 45 | resnet_v1_152/block2/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 28 28 128]] | 183 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 46 | resnet_v1_152/block2/unit_1/bottleneck_v1/conv2/Relu | Relu | [[1 28 28 128]] | 63.667 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 47 | resnet_v1_152/block2/unit_1/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 28 28 512]] | 1820 | 1605632 | 1605632 | 0 | cpu | 0 | 0 | 0 | 0 |
| 48 | resnet_v1_152/block2/unit_1/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 28 28 512]] | 171 | 1605632 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 49 | resnet_v1_152/block2/unit_1/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 28 28 512]] | 321.333 | 1605632 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 50 | resnet_v1_152/block2/unit_1/bottleneck_v1/Relu | Relu | [[1 28 28 512]] | 117.333 | 1605632 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 51 | resnet_v1_152/block2/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 28 28 128]] | 1646 | 401408 | 401408 | 0 | cpu | 0 | 0 | 0 | 0 |
| 52 | resnet_v1_152/block2/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 28 28 128]] | 184.333 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 53 | resnet_v1_152/block2/unit_2/bottleneck_v1/conv1/Relu | Relu | [[1 28 28 128]] | 61.333 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 54 | resnet_v1_152/block2/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 28 28 128]] | 4138.333 | 401408 | 401408 | 0 | cpu | 0 | 0 | 0 | 0 |
| 55 | resnet_v1_152/block2/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 28 28 128]] | 182 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 56 | resnet_v1_152/block2/unit_2/bottleneck_v1/conv2/Relu | Relu | [[1 28 28 128]] | 62 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 57 | resnet_v1_152/block2/unit_2/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 28 28 512]] | 1923.667 | 1605632 | 1605632 | 0 | cpu | 0 | 0 | 0 | 0 |
| 58 | resnet_v1_152/block2/unit_2/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 28 28 512]] | 179.667 | 1605632 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 59 | resnet_v1_152/block2/unit_2/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 28 28 512]] | 330.667 | 1605632 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 60 | resnet_v1_152/block2/unit_2/bottleneck_v1/Relu | Relu | [[1 28 28 512]] | 116 | 1605632 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 61 | resnet_v1_152/block2/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 28 28 128]] | 1825.333 | 401408 | 401408 | 0 | cpu | 0 | 0 | 0 | 0 |
| 62 | resnet_v1_152/block2/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 28 28 128]] | 147.333 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 63 | resnet_v1_152/block2/unit_3/bottleneck_v1/conv1/Relu | Relu | [[1 28 28 128]] | 58.333 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 64 | resnet_v1_152/block2/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 28 28 128]] | 3628 | 401408 | 401408 | 0 | cpu | 0 | 0 | 0 | 0 |
| 65 | resnet_v1_152/block2/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 28 28 128]] | 137.667 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 66 | resnet_v1_152/block2/unit_3/bottleneck_v1/conv2/Relu | Relu | [[1 28 28 128]] | 64.667 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 67 | resnet_v1_152/block2/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 28 28 512]] | 2496.667 | 1605632 | 1605632 | 0 | cpu | 0 | 0 | 0 | 0 |
| 68 | resnet_v1_152/block2/unit_3/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 28 28 512]] | 188 | 1605632 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 69 | resnet_v1_152/block2/unit_3/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 28 28 512]] | 346 | 1605632 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 70 | resnet_v1_152/block2/unit_3/bottleneck_v1/Relu | Relu | [[1 28 28 512]] | 127.333 | 1605632 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 71 | resnet_v1_152/block2/unit_4/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 28 28 128]] | 1784.333 | 401408 | 401408 | 0 | cpu | 0 | 0 | 0 | 0 |
| 72 | resnet_v1_152/block2/unit_4/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 28 28 128]] | 168.333 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 73 | resnet_v1_152/block2/unit_4/bottleneck_v1/conv1/Relu | Relu | [[1 28 28 128]] | 57.667 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 74 | resnet_v1_152/block2/unit_4/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 28 28 128]] | 4264.667 | 401408 | 401408 | 0 | cpu | 0 | 0 | 0 | 0 |
| 75 | resnet_v1_152/block2/unit_4/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 28 28 128]] | 150.333 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 76 | resnet_v1_152/block2/unit_4/bottleneck_v1/conv2/Relu | Relu | [[1 28 28 128]] | 57.333 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 77 | resnet_v1_152/block2/unit_4/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 28 28 512]] | 1810.333 | 1605632 | 1605632 | 0 | cpu | 0 | 0 | 0 | 0 |
| 78 | resnet_v1_152/block2/unit_4/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 28 28 512]] | 174 | 1605632 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 79 | resnet_v1_152/block2/unit_4/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 28 28 512]] | 335.667 | 1605632 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 80 | resnet_v1_152/block2/unit_4/bottleneck_v1/Relu | Relu | [[1 28 28 512]] | 122.667 | 1605632 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 81 | resnet_v1_152/block2/unit_5/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 28 28 128]] | 1811.333 | 401408 | 401408 | 0 | cpu | 0 | 0 | 0 | 0 |
| 82 | resnet_v1_152/block2/unit_5/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 28 28 128]] | 142.333 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 83 | resnet_v1_152/block2/unit_5/bottleneck_v1/conv1/Relu | Relu | [[1 28 28 128]] | 59 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 84 | resnet_v1_152/block2/unit_5/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 28 28 128]] | 3930 | 401408 | 401408 | 0 | cpu | 0 | 0 | 0 | 0 |
| 85 | resnet_v1_152/block2/unit_5/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 28 28 128]] | 148.667 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 86 | resnet_v1_152/block2/unit_5/bottleneck_v1/conv2/Relu | Relu | [[1 28 28 128]] | 61.667 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 87 | resnet_v1_152/block2/unit_5/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 28 28 512]] | 3306.333 | 1605632 | 1605632 | 0 | cpu | 0 | 0 | 0 | 0 |
| 88 | resnet_v1_152/block2/unit_5/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 28 28 512]] | 212.333 | 1605632 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 89 | resnet_v1_152/block2/unit_5/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 28 28 512]] | 330.667 | 1605632 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 90 | resnet_v1_152/block2/unit_5/bottleneck_v1/Relu | Relu | [[1 28 28 512]] | 110 | 1605632 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 91 | resnet_v1_152/block2/unit_6/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 28 28 128]] | 1708 | 401408 | 401408 | 0 | cpu | 0 | 0 | 0 | 0 |
| 92 | resnet_v1_152/block2/unit_6/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 28 28 128]] | 147.667 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 93 | resnet_v1_152/block2/unit_6/bottleneck_v1/conv1/Relu | Relu | [[1 28 28 128]] | 63.667 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 94 | resnet_v1_152/block2/unit_6/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 28 28 128]] | 5818.333 | 401408 | 401408 | 0 | cpu | 0 | 0 | 0 | 0 |
| 95 | resnet_v1_152/block2/unit_6/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 28 28 128]] | 170.667 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 96 | resnet_v1_152/block2/unit_6/bottleneck_v1/conv2/Relu | Relu | [[1 28 28 128]] | 60.667 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 97 | resnet_v1_152/block2/unit_6/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 28 28 512]] | 1779.667 | 1605632 | 1605632 | 0 | cpu | 0 | 0 | 0 | 0 |
| 98 | resnet_v1_152/block2/unit_6/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 28 28 512]] | 183.667 | 1605632 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 99 | resnet_v1_152/block2/unit_6/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 28 28 512]] | 322.333 | 1605632 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 100 | resnet_v1_152/block2/unit_6/bottleneck_v1/Relu | Relu | [[1 28 28 512]] | 116.667 | 1605632 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 101 | resnet_v1_152/block2/unit_7/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 28 28 128]] | 1686.333 | 401408 | 401408 | 0 | cpu | 0 | 0 | 0 | 0 |
| 102 | resnet_v1_152/block2/unit_7/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 28 28 128]] | 138 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 103 | resnet_v1_152/block2/unit_7/bottleneck_v1/conv1/Relu | Relu | [[1 28 28 128]] | 66 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 104 | resnet_v1_152/block2/unit_7/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 28 28 128]] | 3543.667 | 401408 | 401408 | 0 | cpu | 0 | 0 | 0 | 0 |
| 105 | resnet_v1_152/block2/unit_7/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 28 28 128]] | 176.667 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 106 | resnet_v1_152/block2/unit_7/bottleneck_v1/conv2/Relu | Relu | [[1 28 28 128]] | 61.333 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 107 | resnet_v1_152/block2/unit_7/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 28 28 512]] | 1765.333 | 1605632 | 1605632 | 0 | cpu | 0 | 0 | 0 | 0 |
| 108 | resnet_v1_152/block2/unit_7/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 28 28 512]] | 173.667 | 1605632 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 109 | resnet_v1_152/block2/unit_7/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 28 28 512]] | 321 | 1605632 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 110 | resnet_v1_152/block2/unit_7/bottleneck_v1/Relu | Relu | [[1 28 28 512]] | 121.333 | 1605632 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 111 | resnet_v1_152/block2/unit_8/bottleneck_v1/shortcut/MaxPool | MaxPool | [[1 14 14 512]] | 128.333 | 401408 | 401408 | 0 | cpu | 0 | 0 | 0 | 0 |
| 112 | resnet_v1_152/block2/unit_8/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 28 28 128]] | 1803 | 401408 | 401408 | 0 | cpu | 0 | 0 | 0 | 0 |
| 113 | resnet_v1_152/block2/unit_8/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 28 28 128]] | 144.667 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 114 | resnet_v1_152/block2/unit_8/bottleneck_v1/conv1/Relu | Relu | [[1 28 28 128]] | 65.333 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 115 | resnet_v1_152/block2/unit_8/bottleneck_v1/Pad | Pad | [[1 30 30 128]] | 516.667 | 460800 | 460800 | 0 | cpu | 0 | 0 | 0 | 0 |
| 116 | resnet_v1_152/block2/unit_8/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 128]] | 1488.333 | 100352 | 100352 | 0 | cpu | 0 | 0 | 0 | 0 |
| 117 | resnet_v1_152/block2/unit_8/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 128]] | 50 | 100352 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 118 | resnet_v1_152/block2/unit_8/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 128]] | 11.667 | 100352 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 119 | resnet_v1_152/block2/unit_8/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 512]] | 620 | 401408 | 401408 | 0 | cpu | 0 | 0 | 0 | 0 |
| 120 | resnet_v1_152/block2/unit_8/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 512]] | 141 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 121 | resnet_v1_152/block2/unit_8/bottleneck_v1/add | Add | [[1 14 14 512]] | 87.667 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 122 | resnet_v1_152/block2/unit_8/bottleneck_v1/Relu | Relu | [[1 14 14 512]] | 57.333 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 123 | resnet_v1_152/block3/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 1924.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 124 | resnet_v1_152/block3/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 2140 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 125 | resnet_v1_152/block3/unit_1/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 24.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 126 | resnet_v1_152/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 5803.667 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 127 | resnet_v1_152/block3/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 5345 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 128 | resnet_v1_152/block3/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 114.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 129 | resnet_v1_152/block3/unit_1/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 27.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 130 | resnet_v1_152/block3/unit_1/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 2365.333 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 131 | resnet_v1_152/block3/unit_1/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 146.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 132 | resnet_v1_152/block3/unit_1/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 206 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 133 | resnet_v1_152/block3/unit_1/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 97.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 134 | resnet_v1_152/block3/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 1785.333 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 135 | resnet_v1_152/block3/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 115 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 136 | resnet_v1_152/block3/unit_2/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 25 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 137 | resnet_v1_152/block3/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 4217.333 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 138 | resnet_v1_152/block3/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 100.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 139 | resnet_v1_152/block3/unit_2/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 25.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 140 | resnet_v1_152/block3/unit_2/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 2981.333 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 141 | resnet_v1_152/block3/unit_2/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 127 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 142 | resnet_v1_152/block3/unit_2/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 199.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 143 | resnet_v1_152/block3/unit_2/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 85 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 144 | resnet_v1_152/block3/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 1715.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 145 | resnet_v1_152/block3/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 109.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 146 | resnet_v1_152/block3/unit_3/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 23.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 147 | resnet_v1_152/block3/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 4627.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 148 | resnet_v1_152/block3/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 107.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 149 | resnet_v1_152/block3/unit_3/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 24 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 150 | resnet_v1_152/block3/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 1797.333 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 151 | resnet_v1_152/block3/unit_3/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 117.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 152 | resnet_v1_152/block3/unit_3/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 196.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 153 | resnet_v1_152/block3/unit_3/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 92.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 154 | resnet_v1_152/block3/unit_4/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 1733.333 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 155 | resnet_v1_152/block3/unit_4/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 114.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 156 | resnet_v1_152/block3/unit_4/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 22.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 157 | resnet_v1_152/block3/unit_4/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 4556.333 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 158 | resnet_v1_152/block3/unit_4/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 109.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 159 | resnet_v1_152/block3/unit_4/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 24 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 160 | resnet_v1_152/block3/unit_4/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 2915.667 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 161 | resnet_v1_152/block3/unit_4/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 145.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 162 | resnet_v1_152/block3/unit_4/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 211.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 163 | resnet_v1_152/block3/unit_4/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 83.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 164 | resnet_v1_152/block3/unit_5/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 1725 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 165 | resnet_v1_152/block3/unit_5/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 108.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 166 | resnet_v1_152/block3/unit_5/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 22.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 167 | resnet_v1_152/block3/unit_5/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 4586 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 168 | resnet_v1_152/block3/unit_5/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 133.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 169 | resnet_v1_152/block3/unit_5/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 25 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 170 | resnet_v1_152/block3/unit_5/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 2069.667 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 171 | resnet_v1_152/block3/unit_5/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 144.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 172 | resnet_v1_152/block3/unit_5/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 203.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 173 | resnet_v1_152/block3/unit_5/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 85.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 174 | resnet_v1_152/block3/unit_6/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 1646.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 175 | resnet_v1_152/block3/unit_6/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 97 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 176 | resnet_v1_152/block3/unit_6/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 25 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 177 | resnet_v1_152/block3/unit_6/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 4178.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 178 | resnet_v1_152/block3/unit_6/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 109 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 179 | resnet_v1_152/block3/unit_6/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 25.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 180 | resnet_v1_152/block3/unit_6/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 3721 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 181 | resnet_v1_152/block3/unit_6/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 161 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 182 | resnet_v1_152/block3/unit_6/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 191 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 183 | resnet_v1_152/block3/unit_6/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 83 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 184 | resnet_v1_152/block3/unit_7/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 1603 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 185 | resnet_v1_152/block3/unit_7/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 117.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 186 | resnet_v1_152/block3/unit_7/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 22.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 187 | resnet_v1_152/block3/unit_7/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 3804.333 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 188 | resnet_v1_152/block3/unit_7/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 106.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 189 | resnet_v1_152/block3/unit_7/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 25.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 190 | resnet_v1_152/block3/unit_7/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 1859.333 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 191 | resnet_v1_152/block3/unit_7/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 127 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 192 | resnet_v1_152/block3/unit_7/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 211.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 193 | resnet_v1_152/block3/unit_7/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 96 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 194 | resnet_v1_152/block3/unit_8/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 1989.333 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 195 | resnet_v1_152/block3/unit_8/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 94.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 196 | resnet_v1_152/block3/unit_8/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 25.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 197 | resnet_v1_152/block3/unit_8/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 3446.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 198 | resnet_v1_152/block3/unit_8/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 96 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 199 | resnet_v1_152/block3/unit_8/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 25.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 200 | resnet_v1_152/block3/unit_8/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 1936.667 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 201 | resnet_v1_152/block3/unit_8/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 137.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 202 | resnet_v1_152/block3/unit_8/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 207.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 203 | resnet_v1_152/block3/unit_8/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 92 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 204 | resnet_v1_152/block3/unit_9/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 1656 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 205 | resnet_v1_152/block3/unit_9/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 102.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 206 | resnet_v1_152/block3/unit_9/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 24.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 207 | resnet_v1_152/block3/unit_9/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 5243.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 208 | resnet_v1_152/block3/unit_9/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 99 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 209 | resnet_v1_152/block3/unit_9/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 25 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 210 | resnet_v1_152/block3/unit_9/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 1925.333 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 211 | resnet_v1_152/block3/unit_9/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 137.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 212 | resnet_v1_152/block3/unit_9/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 233.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 213 | resnet_v1_152/block3/unit_9/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 91.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 214 | resnet_v1_152/block3/unit_10/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 1612 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 215 | resnet_v1_152/block3/unit_10/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 96 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 216 | resnet_v1_152/block3/unit_10/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 23.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 217 | resnet_v1_152/block3/unit_10/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 4097 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 218 | resnet_v1_152/block3/unit_10/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 104.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 219 | resnet_v1_152/block3/unit_10/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 23.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 220 | resnet_v1_152/block3/unit_10/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 2431 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 221 | resnet_v1_152/block3/unit_10/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 231.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 222 | resnet_v1_152/block3/unit_10/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 200 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 223 | resnet_v1_152/block3/unit_10/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 93 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 224 | resnet_v1_152/block3/unit_11/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 1681 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 225 | resnet_v1_152/block3/unit_11/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 106 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 226 | resnet_v1_152/block3/unit_11/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 22.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 227 | resnet_v1_152/block3/unit_11/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 3829 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 228 | resnet_v1_152/block3/unit_11/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 118.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 229 | resnet_v1_152/block3/unit_11/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 24.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 230 | resnet_v1_152/block3/unit_11/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 1857.667 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 231 | resnet_v1_152/block3/unit_11/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 129.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 232 | resnet_v1_152/block3/unit_11/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 223.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 233 | resnet_v1_152/block3/unit_11/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 92 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 234 | resnet_v1_152/block3/unit_12/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 1656.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 235 | resnet_v1_152/block3/unit_12/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 114.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 236 | resnet_v1_152/block3/unit_12/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 22 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 237 | resnet_v1_152/block3/unit_12/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 3741.333 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 238 | resnet_v1_152/block3/unit_12/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 1411.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 239 | resnet_v1_152/block3/unit_12/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 25 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 240 | resnet_v1_152/block3/unit_12/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 1888 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 241 | resnet_v1_152/block3/unit_12/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 129.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 242 | resnet_v1_152/block3/unit_12/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 199.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 243 | resnet_v1_152/block3/unit_12/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 99 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 244 | resnet_v1_152/block3/unit_13/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 1634.333 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 245 | resnet_v1_152/block3/unit_13/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 99.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 246 | resnet_v1_152/block3/unit_13/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 25.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 247 | resnet_v1_152/block3/unit_13/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 4047.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 248 | resnet_v1_152/block3/unit_13/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 119.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 249 | resnet_v1_152/block3/unit_13/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 22.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 250 | resnet_v1_152/block3/unit_13/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 2408.667 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 251 | resnet_v1_152/block3/unit_13/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 143 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 252 | resnet_v1_152/block3/unit_13/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 202.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 253 | resnet_v1_152/block3/unit_13/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 91.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 254 | resnet_v1_152/block3/unit_14/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 1710.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 255 | resnet_v1_152/block3/unit_14/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 96.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 256 | resnet_v1_152/block3/unit_14/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 22.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 257 | resnet_v1_152/block3/unit_14/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 4101.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 258 | resnet_v1_152/block3/unit_14/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 119 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 259 | resnet_v1_152/block3/unit_14/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 26.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 260 | resnet_v1_152/block3/unit_14/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 2422 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 261 | resnet_v1_152/block3/unit_14/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 174.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 262 | resnet_v1_152/block3/unit_14/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 191 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 263 | resnet_v1_152/block3/unit_14/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 92.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 264 | resnet_v1_152/block3/unit_15/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 1747 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 265 | resnet_v1_152/block3/unit_15/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 107 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 266 | resnet_v1_152/block3/unit_15/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 28.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 267 | resnet_v1_152/block3/unit_15/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 4837.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 268 | resnet_v1_152/block3/unit_15/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 106.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 269 | resnet_v1_152/block3/unit_15/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 24.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 270 | resnet_v1_152/block3/unit_15/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 2395.667 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 271 | resnet_v1_152/block3/unit_15/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 1412.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 272 | resnet_v1_152/block3/unit_15/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 258.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 273 | resnet_v1_152/block3/unit_15/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 156 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 274 | resnet_v1_152/block3/unit_16/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 1732.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 275 | resnet_v1_152/block3/unit_16/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 93.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 276 | resnet_v1_152/block3/unit_16/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 24.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 277 | resnet_v1_152/block3/unit_16/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 3927.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 278 | resnet_v1_152/block3/unit_16/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 196.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 279 | resnet_v1_152/block3/unit_16/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 24.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 280 | resnet_v1_152/block3/unit_16/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 2155.667 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 281 | resnet_v1_152/block3/unit_16/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 119 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 282 | resnet_v1_152/block3/unit_16/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 203 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 283 | resnet_v1_152/block3/unit_16/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 97.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 284 | resnet_v1_152/block3/unit_17/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 1640.333 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 285 | resnet_v1_152/block3/unit_17/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 100 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 286 | resnet_v1_152/block3/unit_17/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 26 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 287 | resnet_v1_152/block3/unit_17/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 4344.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 288 | resnet_v1_152/block3/unit_17/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 102.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 289 | resnet_v1_152/block3/unit_17/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 26.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 290 | resnet_v1_152/block3/unit_17/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 1869.333 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 291 | resnet_v1_152/block3/unit_17/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 109.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 292 | resnet_v1_152/block3/unit_17/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 191 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 293 | resnet_v1_152/block3/unit_17/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 94.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 294 | resnet_v1_152/block3/unit_18/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 1584.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 295 | resnet_v1_152/block3/unit_18/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 108 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 296 | resnet_v1_152/block3/unit_18/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 22.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 297 | resnet_v1_152/block3/unit_18/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 6745 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 298 | resnet_v1_152/block3/unit_18/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 110.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 299 | resnet_v1_152/block3/unit_18/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 24.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 300 | resnet_v1_152/block3/unit_18/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 1818 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 301 | resnet_v1_152/block3/unit_18/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 111.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 302 | resnet_v1_152/block3/unit_18/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 204 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 303 | resnet_v1_152/block3/unit_18/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 100.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 304 | resnet_v1_152/block3/unit_19/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 1598 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 305 | resnet_v1_152/block3/unit_19/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 108 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 306 | resnet_v1_152/block3/unit_19/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 24.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 307 | resnet_v1_152/block3/unit_19/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 4587.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 308 | resnet_v1_152/block3/unit_19/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 125 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 309 | resnet_v1_152/block3/unit_19/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 23.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 310 | resnet_v1_152/block3/unit_19/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 2465.667 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 311 | resnet_v1_152/block3/unit_19/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 167.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 312 | resnet_v1_152/block3/unit_19/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 205.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 313 | resnet_v1_152/block3/unit_19/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 94.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 314 | resnet_v1_152/block3/unit_20/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 1749 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 315 | resnet_v1_152/block3/unit_20/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 120.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 316 | resnet_v1_152/block3/unit_20/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 25.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 317 | resnet_v1_152/block3/unit_20/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 4816 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 318 | resnet_v1_152/block3/unit_20/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 122.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 319 | resnet_v1_152/block3/unit_20/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 24 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 320 | resnet_v1_152/block3/unit_20/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 2085.667 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 321 | resnet_v1_152/block3/unit_20/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 115 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 322 | resnet_v1_152/block3/unit_20/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 198.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 323 | resnet_v1_152/block3/unit_20/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 86.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 324 | resnet_v1_152/block3/unit_21/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 2127.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 325 | resnet_v1_152/block3/unit_21/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 99.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 326 | resnet_v1_152/block3/unit_21/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 25.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 327 | resnet_v1_152/block3/unit_21/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 4814.333 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 328 | resnet_v1_152/block3/unit_21/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 97 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 329 | resnet_v1_152/block3/unit_21/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 26.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 330 | resnet_v1_152/block3/unit_21/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 2407.333 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 331 | resnet_v1_152/block3/unit_21/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 739.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 332 | resnet_v1_152/block3/unit_21/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 192 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 333 | resnet_v1_152/block3/unit_21/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 1287 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 334 | resnet_v1_152/block3/unit_22/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 2311.333 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 335 | resnet_v1_152/block3/unit_22/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 106 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 336 | resnet_v1_152/block3/unit_22/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 25.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 337 | resnet_v1_152/block3/unit_22/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 4710.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 338 | resnet_v1_152/block3/unit_22/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 105.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 339 | resnet_v1_152/block3/unit_22/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 25.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 340 | resnet_v1_152/block3/unit_22/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 1849.667 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 341 | resnet_v1_152/block3/unit_22/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 139.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 342 | resnet_v1_152/block3/unit_22/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 241.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 343 | resnet_v1_152/block3/unit_22/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 102 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 344 | resnet_v1_152/block3/unit_23/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 1730 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 345 | resnet_v1_152/block3/unit_23/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 111.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 346 | resnet_v1_152/block3/unit_23/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 26 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 347 | resnet_v1_152/block3/unit_23/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 5379 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 348 | resnet_v1_152/block3/unit_23/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 1401.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 349 | resnet_v1_152/block3/unit_23/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 23.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 350 | resnet_v1_152/block3/unit_23/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 1961.667 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 351 | resnet_v1_152/block3/unit_23/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 1419.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 352 | resnet_v1_152/block3/unit_23/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 196.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 353 | resnet_v1_152/block3/unit_23/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 93.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 354 | resnet_v1_152/block3/unit_24/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 1583 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 355 | resnet_v1_152/block3/unit_24/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 1391.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 356 | resnet_v1_152/block3/unit_24/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 24.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 357 | resnet_v1_152/block3/unit_24/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 4803 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 358 | resnet_v1_152/block3/unit_24/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 1389.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 359 | resnet_v1_152/block3/unit_24/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 24.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 360 | resnet_v1_152/block3/unit_24/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 2039.333 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 361 | resnet_v1_152/block3/unit_24/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 134.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 362 | resnet_v1_152/block3/unit_24/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 249.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 363 | resnet_v1_152/block3/unit_24/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 101 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 364 | resnet_v1_152/block3/unit_25/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 2558.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 365 | resnet_v1_152/block3/unit_25/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 121 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 366 | resnet_v1_152/block3/unit_25/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 26.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 367 | resnet_v1_152/block3/unit_25/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 3882.333 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 368 | resnet_v1_152/block3/unit_25/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 261 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 369 | resnet_v1_152/block3/unit_25/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 26.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 370 | resnet_v1_152/block3/unit_25/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 2207 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 371 | resnet_v1_152/block3/unit_25/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 152.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 372 | resnet_v1_152/block3/unit_25/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 1373.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 373 | resnet_v1_152/block3/unit_25/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 112.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 374 | resnet_v1_152/block3/unit_26/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 1611.333 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 375 | resnet_v1_152/block3/unit_26/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 105 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 376 | resnet_v1_152/block3/unit_26/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 25.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 377 | resnet_v1_152/block3/unit_26/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 5308 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 378 | resnet_v1_152/block3/unit_26/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 138.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 379 | resnet_v1_152/block3/unit_26/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 22.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 380 | resnet_v1_152/block3/unit_26/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 1843 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 381 | resnet_v1_152/block3/unit_26/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 149.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 382 | resnet_v1_152/block3/unit_26/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 199.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 383 | resnet_v1_152/block3/unit_26/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 92 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 384 | resnet_v1_152/block3/unit_27/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 2512.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 385 | resnet_v1_152/block3/unit_27/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 97.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 386 | resnet_v1_152/block3/unit_27/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 26.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 387 | resnet_v1_152/block3/unit_27/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 3523.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 388 | resnet_v1_152/block3/unit_27/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 104 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 389 | resnet_v1_152/block3/unit_27/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 24 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 390 | resnet_v1_152/block3/unit_27/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 2449.667 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 391 | resnet_v1_152/block3/unit_27/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 140 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 392 | resnet_v1_152/block3/unit_27/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 203 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 393 | resnet_v1_152/block3/unit_27/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 92.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 394 | resnet_v1_152/block3/unit_28/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 1697 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 395 | resnet_v1_152/block3/unit_28/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 104.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 396 | resnet_v1_152/block3/unit_28/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 27.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 397 | resnet_v1_152/block3/unit_28/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 4839.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 398 | resnet_v1_152/block3/unit_28/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 94.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 399 | resnet_v1_152/block3/unit_28/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 23.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 400 | resnet_v1_152/block3/unit_28/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 1773.333 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 401 | resnet_v1_152/block3/unit_28/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 147 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 402 | resnet_v1_152/block3/unit_28/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 225.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 403 | resnet_v1_152/block3/unit_28/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 102 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 404 | resnet_v1_152/block3/unit_29/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 1854.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 405 | resnet_v1_152/block3/unit_29/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 93 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 406 | resnet_v1_152/block3/unit_29/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 26 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 407 | resnet_v1_152/block3/unit_29/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 4387.333 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 408 | resnet_v1_152/block3/unit_29/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 114.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 409 | resnet_v1_152/block3/unit_29/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 24.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 410 | resnet_v1_152/block3/unit_29/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 2124.667 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 411 | resnet_v1_152/block3/unit_29/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 143.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 412 | resnet_v1_152/block3/unit_29/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 248.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 413 | resnet_v1_152/block3/unit_29/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 103 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 414 | resnet_v1_152/block3/unit_30/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 1734.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 415 | resnet_v1_152/block3/unit_30/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 99.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 416 | resnet_v1_152/block3/unit_30/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 23.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 417 | resnet_v1_152/block3/unit_30/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 4700 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 418 | resnet_v1_152/block3/unit_30/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 1439 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 419 | resnet_v1_152/block3/unit_30/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 25.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 420 | resnet_v1_152/block3/unit_30/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 2410.333 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 421 | resnet_v1_152/block3/unit_30/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 399.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 422 | resnet_v1_152/block3/unit_30/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 206.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 423 | resnet_v1_152/block3/unit_30/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 89.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 424 | resnet_v1_152/block3/unit_31/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 1623 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 425 | resnet_v1_152/block3/unit_31/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 97 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 426 | resnet_v1_152/block3/unit_31/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 22.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 427 | resnet_v1_152/block3/unit_31/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 3635.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 428 | resnet_v1_152/block3/unit_31/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 110.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 429 | resnet_v1_152/block3/unit_31/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 23.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 430 | resnet_v1_152/block3/unit_31/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 2432.333 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 431 | resnet_v1_152/block3/unit_31/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 167.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 432 | resnet_v1_152/block3/unit_31/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 262 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 433 | resnet_v1_152/block3/unit_31/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 96.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 434 | resnet_v1_152/block3/unit_32/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 1758.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 435 | resnet_v1_152/block3/unit_32/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 100.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 436 | resnet_v1_152/block3/unit_32/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 28 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 437 | resnet_v1_152/block3/unit_32/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 3951.333 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 438 | resnet_v1_152/block3/unit_32/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 99.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 439 | resnet_v1_152/block3/unit_32/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 22.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 440 | resnet_v1_152/block3/unit_32/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 2148.333 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 441 | resnet_v1_152/block3/unit_32/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 151.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 442 | resnet_v1_152/block3/unit_32/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 250.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 443 | resnet_v1_152/block3/unit_32/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 90.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 444 | resnet_v1_152/block3/unit_33/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 1760.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 445 | resnet_v1_152/block3/unit_33/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 101 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 446 | resnet_v1_152/block3/unit_33/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 26 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 447 | resnet_v1_152/block3/unit_33/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 4012.333 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 448 | resnet_v1_152/block3/unit_33/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 116 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 449 | resnet_v1_152/block3/unit_33/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 26 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 450 | resnet_v1_152/block3/unit_33/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 1897.333 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 451 | resnet_v1_152/block3/unit_33/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 117.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 452 | resnet_v1_152/block3/unit_33/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 206.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 453 | resnet_v1_152/block3/unit_33/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 93 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 454 | resnet_v1_152/block3/unit_34/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 2140 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 455 | resnet_v1_152/block3/unit_34/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 114 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 456 | resnet_v1_152/block3/unit_34/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 25 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 457 | resnet_v1_152/block3/unit_34/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 4109.333 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 458 | resnet_v1_152/block3/unit_34/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 1900.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 459 | resnet_v1_152/block3/unit_34/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 28.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 460 | resnet_v1_152/block3/unit_34/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 1880 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 461 | resnet_v1_152/block3/unit_34/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 134.667 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 462 | resnet_v1_152/block3/unit_34/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 198.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 463 | resnet_v1_152/block3/unit_34/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 83.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 464 | resnet_v1_152/block3/unit_35/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 1710.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 465 | resnet_v1_152/block3/unit_35/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 94.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 466 | resnet_v1_152/block3/unit_35/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 24.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 467 | resnet_v1_152/block3/unit_35/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 3819.333 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 468 | resnet_v1_152/block3/unit_35/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 126.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 469 | resnet_v1_152/block3/unit_35/bottleneck_v1/conv2/Relu | Relu | [[1 14 14 256]] | 26 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 470 | resnet_v1_152/block3/unit_35/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 1024]] | 1854 | 802816 | 802816 | 0 | cpu | 0 | 0 | 0 | 0 |
| 471 | resnet_v1_152/block3/unit_35/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 14 14 1024]] | 132.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 472 | resnet_v1_152/block3/unit_35/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 14 14 1024]] | 248 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 473 | resnet_v1_152/block3/unit_35/bottleneck_v1/Relu | Relu | [[1 14 14 1024]] | 86.333 | 802816 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 474 | resnet_v1_152/block3/unit_36/bottleneck_v1/shortcut/MaxPool | MaxPool | [[1 7 7 1024]] | 69.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 475 | resnet_v1_152/block3/unit_36/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 14 14 256]] | 2425.667 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 476 | resnet_v1_152/block3/unit_36/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 14 14 256]] | 111.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 477 | resnet_v1_152/block3/unit_36/bottleneck_v1/conv1/Relu | Relu | [[1 14 14 256]] | 24 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 478 | resnet_v1_152/block3/unit_36/bottleneck_v1/Pad | Pad | [[1 16 16 256]] | 270 | 262144 | 262144 | 0 | cpu | 0 | 0 | 0 | 0 |
| 479 | resnet_v1_152/block3/unit_36/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 7 7 256]] | 1460 | 50176 | 50176 | 0 | cpu | 0 | 0 | 0 | 0 |
| 480 | resnet_v1_152/block3/unit_36/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 7 7 256]] | 43 | 50176 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 481 | resnet_v1_152/block3/unit_36/bottleneck_v1/conv2/Relu | Relu | [[1 7 7 256]] | 9.667 | 50176 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 482 | resnet_v1_152/block3/unit_36/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 7 7 1024]] | 656 | 200704 | 200704 | 0 | cpu | 0 | 0 | 0 | 0 |
| 483 | resnet_v1_152/block3/unit_36/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1 | Add | [[1 7 7 1024]] | 98.333 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 484 | resnet_v1_152/block3/unit_36/bottleneck_v1/add | Add | [[1 7 7 1024]] | 40.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 485 | resnet_v1_152/block3/unit_36/bottleneck_v1/Relu | Relu | [[1 7 7 1024]] | 18.667 | 200704 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 486 | resnet_v1_152/block4/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 7 7 512]] | 2993.333 | 100352 | 100352 | 0 | cpu | 0 | 0 | 0 | 0 |
| 487 | resnet_v1_152/block4/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 7 7 512]] | 72.667 | 100352 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 488 | resnet_v1_152/block4/unit_1/bottleneck_v1/conv1/Relu | Relu | [[1 7 7 512]] | 16 | 100352 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 489 | resnet_v1_152/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 7 7 2048]] | 9075 | 401408 | 401408 | 0 | cpu | 0 | 0 | 0 | 0 |
| 490 | resnet_v1_152/block4/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 7 7 512]] | 7243.667 | 100352 | 100352 | 0 | cpu | 0 | 0 | 0 | 0 |
| 491 | resnet_v1_152/block4/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 7 7 512]] | 53 | 100352 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 492 | resnet_v1_152/block4/unit_1/bottleneck_v1/conv2/Relu | Relu | [[1 7 7 512]] | 12 | 100352 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 493 | resnet_v1_152/block4/unit_1/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 7 7 2048]] | 3149.667 | 401408 | 401408 | 0 | cpu | 0 | 0 | 0 | 0 |
| 494 | resnet_v1_152/block4/unit_1/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 7 7 2048]] | 103.667 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 495 | resnet_v1_152/block4/unit_1/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 7 7 2048]] | 139.333 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 496 | resnet_v1_152/block4/unit_1/bottleneck_v1/Relu | Relu | [[1 7 7 2048]] | 64.667 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 497 | resnet_v1_152/block4/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 7 7 512]] | 2426.333 | 100352 | 100352 | 0 | cpu | 0 | 0 | 0 | 0 |
| 498 | resnet_v1_152/block4/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 7 7 512]] | 50 | 100352 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 499 | resnet_v1_152/block4/unit_2/bottleneck_v1/conv1/Relu | Relu | [[1 7 7 512]] | 11.333 | 100352 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 500 | resnet_v1_152/block4/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 7 7 512]] | 5557.333 | 100352 | 100352 | 0 | cpu | 0 | 0 | 0 | 0 |
| 501 | resnet_v1_152/block4/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 7 7 512]] | 53.667 | 100352 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 502 | resnet_v1_152/block4/unit_2/bottleneck_v1/conv2/Relu | Relu | [[1 7 7 512]] | 12 | 100352 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 503 | resnet_v1_152/block4/unit_2/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 7 7 2048]] | 3354.333 | 401408 | 401408 | 0 | cpu | 0 | 0 | 0 | 0 |
| 504 | resnet_v1_152/block4/unit_2/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 7 7 2048]] | 392.333 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 505 | resnet_v1_152/block4/unit_2/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 7 7 2048]] | 170 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 506 | resnet_v1_152/block4/unit_2/bottleneck_v1/Relu | Relu | [[1 7 7 2048]] | 75 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 507 | resnet_v1_152/block4/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 7 7 512]] | 2490.667 | 100352 | 100352 | 0 | cpu | 0 | 0 | 0 | 0 |
| 508 | resnet_v1_152/block4/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1 | Add | [[1 7 7 512]] | 62 | 100352 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 509 | resnet_v1_152/block4/unit_3/bottleneck_v1/conv1/Relu | Relu | [[1 7 7 512]] | 14 | 100352 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 510 | resnet_v1_152/block4/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 7 7 512]] | 5913 | 100352 | 100352 | 0 | cpu | 0 | 0 | 0 | 0 |
| 511 | resnet_v1_152/block4/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1 | Add | [[1 7 7 512]] | 56 | 100352 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 512 | resnet_v1_152/block4/unit_3/bottleneck_v1/conv2/Relu | Relu | [[1 7 7 512]] | 12.333 | 100352 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 513 | resnet_v1_152/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1 | Conv2D | [[1 7 7 2048]] | 2704.333 | 401408 | 401408 | 0 | cpu | 0 | 0 | 0 | 0 |
| 514 | resnet_v1_152/block4/unit_3/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_add | AddN | [[1 7 7 2048]] | 106.667 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 515 | resnet_v1_152/block4/unit_3/bottleneck_v1/ArithmeticOptimizer/AddOpsRewrite_add | Add | [[1 7 7 2048]] | 145.333 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 516 | resnet_v1_152/block4/unit_3/bottleneck_v1/Relu | Relu | [[1 7 7 2048]] | 56.333 | 401408 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 517 | resnet_v1_152/pool5 | Mean | [[1 1 1 2048]] | 62.333 | 8192 | 8192 | 0 | cpu | 0 | 0 | 0 | 0 |
| 518 | resnet_v1_152/logits/BiasAdd | _FusedConv2D | [[1 1 1 1000]] | 843.333 | 4000 | 4000 | 0 | cpu | 0 | 0 | 0 | 0 |
| 519 | resnet_v1_152/SpatialSqueeze | Squeeze | [[1 1000]] | 12.667 | 4000 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 520 | resnet_v1_152/predictions/Shape | Shape | [[2]] | 11 | 8 | 8 | 0 | cpu | 0 | 0 | 0 | 0 |
| 521 | resnet_v1_152/predictions/Softmax | Softmax | [[1 1000]] | 47 | 4000 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
| 522 | resnet_v1_152/predictions/Reshape_1 | Reshape | [[1 1000]] | 7.667 | 4000 | 0 | 0 | cpu | 0 | 0 | 0 | 0 |
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