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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | resnext1_conv0_fwd | Convolution | [1,3,224,224] | 20410.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 1 | resnext1_batchnorm0_fwd | BatchNorm | [1,64,112,112] | 251 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 2 | resnext1_relu0_fwd | Activation | [1,64,112,112] | 103.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 3 | resnext1_pool0_fwd | Pooling | [1,64,112,112] | 3693.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 4 | resnext1_stage1_conv0_fwd | Convolution | [1,64,56,56] | 3183.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 5 | resnext1_stage1_batchnorm0_fwd | BatchNorm | [1,128,56,56] | 179.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 6 | resnext1_stage1_relu0_fwd | Activation | [1,128,56,56] | 56.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 7 | resnext1_stage1_conv1_fwd | Convolution | [1,128,56,56] | 12546 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 8 | resnext1_stage1_batchnorm1_fwd | BatchNorm | [1,128,56,56] | 197.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 9 | resnext1_stage1_relu1_fwd | Activation | [1,128,56,56] | 52 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 10 | resnext1_stage1_conv2_fwd | Convolution | [1,128,56,56] | 11883.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 11 | resnext1_stage1_batchnorm2_fwd | BatchNorm | [1,256,56,56] | 206 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 12 | resnext1_stage1_conv3_fwd | Convolution | [1,64,56,56] | 6605 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 13 | resnext1_stage1_batchnorm3_fwd | BatchNorm | [1,256,56,56] | 179.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 14 | add_resnext1_stage1_activation0 | add_relu | [1,256,56,56] | 122.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 15 | resnext1_stage1_conv4_fwd | Convolution | [1,256,56,56] | 12303.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 16 | resnext1_stage1_batchnorm4_fwd | BatchNorm | [1,128,56,56] | 182.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 17 | resnext1_stage1_relu2_fwd | Activation | [1,128,56,56] | 52.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 18 | resnext1_stage1_conv5_fwd | Convolution | [1,128,56,56] | 12604.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 19 | resnext1_stage1_batchnorm5_fwd | BatchNorm | [1,128,56,56] | 187 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 20 | resnext1_stage1_relu3_fwd | Activation | [1,128,56,56] | 50 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 21 | resnext1_stage1_conv6_fwd | Convolution | [1,128,56,56] | 11881.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 22 | resnext1_stage1_batchnorm6_fwd | BatchNorm | [1,256,56,56] | 198.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 23 | add_resnext1_stage1_activation1 | add_relu | [1,256,56,56] | 123.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 24 | resnext1_stage1_conv7_fwd | Convolution | [1,256,56,56] | 12232.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 25 | resnext1_stage1_batchnorm7_fwd | BatchNorm | [1,128,56,56] | 181 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 26 | resnext1_stage1_relu4_fwd | Activation | [1,128,56,56] | 56.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 27 | resnext1_stage1_conv8_fwd | Convolution | [1,128,56,56] | 12535.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 28 | resnext1_stage1_batchnorm8_fwd | BatchNorm | [1,128,56,56] | 199.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 29 | resnext1_stage1_relu5_fwd | Activation | [1,128,56,56] | 51.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 30 | resnext1_stage1_conv9_fwd | Convolution | [1,128,56,56] | 11863 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 31 | resnext1_stage1_batchnorm9_fwd | BatchNorm | [1,256,56,56] | 203.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 32 | add_resnext1_stage1_activation2 | add_relu | [1,256,56,56] | 123 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 33 | resnext1_stage2_conv0_fwd | Convolution | [1,256,56,56] | 21830.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 34 | resnext1_stage2_batchnorm0_fwd | BatchNorm | [1,256,56,56] | 209.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 35 | resnext1_stage2_relu0_fwd | Activation | [1,256,56,56] | 89.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 36 | resnext1_stage2_conv1_fwd | Convolution | [1,256,56,56] | 7114 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 37 | resnext1_stage2_batchnorm1_fwd | BatchNorm | [1,256,28,28] | 169.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 38 | resnext1_stage2_relu1_fwd | Activation | [1,256,28,28] | 32.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 39 | resnext1_stage2_conv2_fwd | Convolution | [1,256,28,28] | 11435.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 40 | resnext1_stage2_batchnorm2_fwd | BatchNorm | [1,512,28,28] | 203.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 41 | resnext1_stage2_conv3_fwd | Convolution | [1,256,56,56] | 11570 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 42 | resnext1_stage2_batchnorm3_fwd | BatchNorm | [1,512,28,28] | 180 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 43 | add_resnext1_stage2_activation0 | add_relu | [1,512,28,28] | 47.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 44 | resnext1_stage2_conv4_fwd | Convolution | [1,512,28,28] | 11486.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 45 | resnext1_stage2_batchnorm4_fwd | BatchNorm | [1,256,28,28] | 172 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 46 | resnext1_stage2_relu2_fwd | Activation | [1,256,28,28] | 28.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 47 | resnext1_stage2_conv5_fwd | Convolution | [1,256,28,28] | 6937.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 48 | resnext1_stage2_batchnorm5_fwd | BatchNorm | [1,256,28,28] | 154.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 49 | resnext1_stage2_relu3_fwd | Activation | [1,256,28,28] | 29.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 50 | resnext1_stage2_conv6_fwd | Convolution | [1,256,28,28] | 11390.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 51 | resnext1_stage2_batchnorm6_fwd | BatchNorm | [1,512,28,28] | 175.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 52 | add_resnext1_stage2_activation1 | add_relu | [1,512,28,28] | 61.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 53 | resnext1_stage2_conv7_fwd | Convolution | [1,512,28,28] | 11503.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 54 | resnext1_stage2_batchnorm7_fwd | BatchNorm | [1,256,28,28] | 160.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 55 | resnext1_stage2_relu4_fwd | Activation | [1,256,28,28] | 30.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 56 | resnext1_stage2_conv8_fwd | Convolution | [1,256,28,28] | 6903.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 57 | resnext1_stage2_batchnorm8_fwd | BatchNorm | [1,256,28,28] | 163.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 58 | resnext1_stage2_relu5_fwd | Activation | [1,256,28,28] | 31 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 59 | resnext1_stage2_conv9_fwd | Convolution | [1,256,28,28] | 11411.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 60 | resnext1_stage2_batchnorm9_fwd | BatchNorm | [1,512,28,28] | 188.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 61 | add_resnext1_stage2_activation2 | add_relu | [1,512,28,28] | 62.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 62 | resnext1_stage2_conv10_fwd | Convolution | [1,512,28,28] | 11524.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 63 | resnext1_stage2_batchnorm10_fwd | BatchNorm | [1,256,28,28] | 169 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 64 | resnext1_stage2_relu6_fwd | Activation | [1,256,28,28] | 30.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 65 | resnext1_stage2_conv11_fwd | Convolution | [1,256,28,28] | 6896 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 66 | resnext1_stage2_batchnorm11_fwd | BatchNorm | [1,256,28,28] | 156.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 67 | resnext1_stage2_relu7_fwd | Activation | [1,256,28,28] | 30.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 68 | resnext1_stage2_conv12_fwd | Convolution | [1,256,28,28] | 11387.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 69 | resnext1_stage2_batchnorm12_fwd | BatchNorm | [1,512,28,28] | 172.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 70 | add_resnext1_stage2_activation3 | add_relu | [1,512,28,28] | 63.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 71 | resnext1_stage3_conv0_fwd | Convolution | [1,512,28,28] | 21510.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 72 | resnext1_stage3_batchnorm0_fwd | BatchNorm | [1,512,28,28] | 195.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 73 | resnext1_stage3_relu0_fwd | Activation | [1,512,28,28] | 46.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 74 | resnext1_stage3_conv1_fwd | Convolution | [1,512,28,28] | 4300 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 75 | resnext1_stage3_batchnorm1_fwd | BatchNorm | [1,512,14,14] | 130 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 76 | resnext1_stage3_relu1_fwd | Activation | [1,512,14,14] | 21 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 77 | resnext1_stage3_conv2_fwd | Convolution | [1,512,14,14] | 11404 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 78 | resnext1_stage3_batchnorm2_fwd | BatchNorm | [1,1024,14,14] | 170 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 79 | resnext1_stage3_conv3_fwd | Convolution | [1,512,28,28] | 11574 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 80 | resnext1_stage3_batchnorm3_fwd | BatchNorm | [1,1024,14,14] | 194 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 81 | add_resnext1_stage3_activation0 | add_relu | [1,1024,14,14] | 31.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 82 | resnext1_stage3_conv4_fwd | Convolution | [1,1024,14,14] | 11635.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 83 | resnext1_stage3_batchnorm4_fwd | BatchNorm | [1,512,14,14] | 163 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 84 | resnext1_stage3_relu2_fwd | Activation | [1,512,14,14] | 21 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 85 | resnext1_stage3_conv5_fwd | Convolution | [1,512,14,14] | 4277 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 86 | resnext1_stage3_batchnorm5_fwd | BatchNorm | [1,512,14,14] | 114.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 87 | resnext1_stage3_relu3_fwd | Activation | [1,512,14,14] | 22 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 88 | resnext1_stage3_conv6_fwd | Convolution | [1,512,14,14] | 11456 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 89 | resnext1_stage3_batchnorm6_fwd | BatchNorm | [1,1024,14,14] | 169.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 90 | add_resnext1_stage3_activation1 | add_relu | [1,1024,14,14] | 39.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 91 | resnext1_stage3_conv7_fwd | Convolution | [1,1024,14,14] | 11691.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 92 | resnext1_stage3_batchnorm7_fwd | BatchNorm | [1,512,14,14] | 207 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 93 | resnext1_stage3_relu4_fwd | Activation | [1,512,14,14] | 18.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 94 | resnext1_stage3_conv8_fwd | Convolution | [1,512,14,14] | 4225 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 95 | resnext1_stage3_batchnorm8_fwd | BatchNorm | [1,512,14,14] | 128 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 96 | resnext1_stage3_relu5_fwd | Activation | [1,512,14,14] | 20.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 97 | resnext1_stage3_conv9_fwd | Convolution | [1,512,14,14] | 11431.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 98 | resnext1_stage3_batchnorm9_fwd | BatchNorm | [1,1024,14,14] | 164 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 99 | add_resnext1_stage3_activation2 | add_relu | [1,1024,14,14] | 36.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 100 | resnext1_stage3_conv10_fwd | Convolution | [1,1024,14,14] | 11580.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 101 | resnext1_stage3_batchnorm10_fwd | BatchNorm | [1,512,14,14] | 161.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 102 | resnext1_stage3_relu6_fwd | Activation | [1,512,14,14] | 19.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 103 | resnext1_stage3_conv11_fwd | Convolution | [1,512,14,14] | 4205.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 104 | resnext1_stage3_batchnorm11_fwd | BatchNorm | [1,512,14,14] | 129.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 105 | resnext1_stage3_relu7_fwd | Activation | [1,512,14,14] | 21 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 106 | resnext1_stage3_conv12_fwd | Convolution | [1,512,14,14] | 11483.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 107 | resnext1_stage3_batchnorm12_fwd | BatchNorm | [1,1024,14,14] | 168.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 108 | add_resnext1_stage3_activation3 | add_relu | [1,1024,14,14] | 39 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 109 | resnext1_stage3_conv13_fwd | Convolution | [1,1024,14,14] | 11638.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 110 | resnext1_stage3_batchnorm13_fwd | BatchNorm | [1,512,14,14] | 183.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 111 | resnext1_stage3_relu8_fwd | Activation | [1,512,14,14] | 18.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 112 | resnext1_stage3_conv14_fwd | Convolution | [1,512,14,14] | 4218.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 113 | resnext1_stage3_batchnorm14_fwd | BatchNorm | [1,512,14,14] | 124.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 114 | resnext1_stage3_relu9_fwd | Activation | [1,512,14,14] | 19.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 115 | resnext1_stage3_conv15_fwd | Convolution | [1,512,14,14] | 11423.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 116 | resnext1_stage3_batchnorm15_fwd | BatchNorm | [1,1024,14,14] | 162.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 117 | add_resnext1_stage3_activation4 | add_relu | [1,1024,14,14] | 37.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 118 | resnext1_stage3_conv16_fwd | Convolution | [1,1024,14,14] | 11676 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 119 | resnext1_stage3_batchnorm16_fwd | BatchNorm | [1,512,14,14] | 157 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 120 | resnext1_stage3_relu10_fwd | Activation | [1,512,14,14] | 19.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 121 | resnext1_stage3_conv17_fwd | Convolution | [1,512,14,14] | 4237 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 122 | resnext1_stage3_batchnorm17_fwd | BatchNorm | [1,512,14,14] | 126 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 123 | resnext1_stage3_relu11_fwd | Activation | [1,512,14,14] | 20.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 124 | resnext1_stage3_conv18_fwd | Convolution | [1,512,14,14] | 11420 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 125 | resnext1_stage3_batchnorm18_fwd | BatchNorm | [1,1024,14,14] | 175.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 126 | add_resnext1_stage3_activation5 | add_relu | [1,1024,14,14] | 39 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 127 | resnext1_stage3_conv19_fwd | Convolution | [1,1024,14,14] | 11645 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 128 | resnext1_stage3_batchnorm19_fwd | BatchNorm | [1,512,14,14] | 189.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 129 | resnext1_stage3_relu12_fwd | Activation | [1,512,14,14] | 20.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 130 | resnext1_stage3_conv20_fwd | Convolution | [1,512,14,14] | 4197.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 131 | resnext1_stage3_batchnorm20_fwd | BatchNorm | [1,512,14,14] | 125 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 132 | resnext1_stage3_relu13_fwd | Activation | [1,512,14,14] | 20.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 133 | resnext1_stage3_conv21_fwd | Convolution | [1,512,14,14] | 11439.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 134 | resnext1_stage3_batchnorm21_fwd | BatchNorm | [1,1024,14,14] | 169.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 135 | add_resnext1_stage3_activation6 | add_relu | [1,1024,14,14] | 38.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 136 | resnext1_stage3_conv22_fwd | Convolution | [1,1024,14,14] | 11696.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 137 | resnext1_stage3_batchnorm22_fwd | BatchNorm | [1,512,14,14] | 162.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 138 | resnext1_stage3_relu14_fwd | Activation | [1,512,14,14] | 18.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 139 | resnext1_stage3_conv23_fwd | Convolution | [1,512,14,14] | 4275 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 140 | resnext1_stage3_batchnorm23_fwd | BatchNorm | [1,512,14,14] | 124 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 141 | resnext1_stage3_relu15_fwd | Activation | [1,512,14,14] | 20.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 142 | resnext1_stage3_conv24_fwd | Convolution | [1,512,14,14] | 11475.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 143 | resnext1_stage3_batchnorm24_fwd | BatchNorm | [1,1024,14,14] | 165 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 144 | add_resnext1_stage3_activation7 | add_relu | [1,1024,14,14] | 38.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 145 | resnext1_stage3_conv25_fwd | Convolution | [1,1024,14,14] | 11593.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 146 | resnext1_stage3_batchnorm25_fwd | BatchNorm | [1,512,14,14] | 178.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 147 | resnext1_stage3_relu16_fwd | Activation | [1,512,14,14] | 19 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 148 | resnext1_stage3_conv26_fwd | Convolution | [1,512,14,14] | 4209.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 149 | resnext1_stage3_batchnorm26_fwd | BatchNorm | [1,512,14,14] | 125.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 150 | resnext1_stage3_relu17_fwd | Activation | [1,512,14,14] | 20.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 151 | resnext1_stage3_conv27_fwd | Convolution | [1,512,14,14] | 11470.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 152 | resnext1_stage3_batchnorm27_fwd | BatchNorm | [1,1024,14,14] | 165 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 153 | add_resnext1_stage3_activation8 | add_relu | [1,1024,14,14] | 38.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 154 | resnext1_stage3_conv28_fwd | Convolution | [1,1024,14,14] | 11681.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 155 | resnext1_stage3_batchnorm28_fwd | BatchNorm | [1,512,14,14] | 164.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 156 | resnext1_stage3_relu18_fwd | Activation | [1,512,14,14] | 19 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 157 | resnext1_stage3_conv29_fwd | Convolution | [1,512,14,14] | 4228.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 158 | resnext1_stage3_batchnorm29_fwd | BatchNorm | [1,512,14,14] | 127 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 159 | resnext1_stage3_relu19_fwd | Activation | [1,512,14,14] | 21 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 160 | resnext1_stage3_conv30_fwd | Convolution | [1,512,14,14] | 11394.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 161 | resnext1_stage3_batchnorm30_fwd | BatchNorm | [1,1024,14,14] | 163.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 162 | add_resnext1_stage3_activation9 | add_relu | [1,1024,14,14] | 38.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 163 | resnext1_stage3_conv31_fwd | Convolution | [1,1024,14,14] | 11621.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 164 | resnext1_stage3_batchnorm31_fwd | BatchNorm | [1,512,14,14] | 180.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 165 | resnext1_stage3_relu20_fwd | Activation | [1,512,14,14] | 19 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 166 | resnext1_stage3_conv32_fwd | Convolution | [1,512,14,14] | 4236.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 167 | resnext1_stage3_batchnorm32_fwd | BatchNorm | [1,512,14,14] | 129.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 168 | resnext1_stage3_relu21_fwd | Activation | [1,512,14,14] | 20 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 169 | resnext1_stage3_conv33_fwd | Convolution | [1,512,14,14] | 11399.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 170 | resnext1_stage3_batchnorm33_fwd | BatchNorm | [1,1024,14,14] | 168 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 171 | add_resnext1_stage3_activation10 | add_relu | [1,1024,14,14] | 37.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 172 | resnext1_stage3_conv34_fwd | Convolution | [1,1024,14,14] | 11667.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 173 | resnext1_stage3_batchnorm34_fwd | BatchNorm | [1,512,14,14] | 158.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 174 | resnext1_stage3_relu22_fwd | Activation | [1,512,14,14] | 18.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 175 | resnext1_stage3_conv35_fwd | Convolution | [1,512,14,14] | 4234.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 176 | resnext1_stage3_batchnorm35_fwd | BatchNorm | [1,512,14,14] | 129.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 177 | resnext1_stage3_relu23_fwd | Activation | [1,512,14,14] | 20.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 178 | resnext1_stage3_conv36_fwd | Convolution | [1,512,14,14] | 11419 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 179 | resnext1_stage3_batchnorm36_fwd | BatchNorm | [1,1024,14,14] | 164 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 180 | add_resnext1_stage3_activation11 | add_relu | [1,1024,14,14] | 38.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 181 | resnext1_stage3_conv37_fwd | Convolution | [1,1024,14,14] | 11624.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 182 | resnext1_stage3_batchnorm37_fwd | BatchNorm | [1,512,14,14] | 162.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 183 | resnext1_stage3_relu24_fwd | Activation | [1,512,14,14] | 19 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 184 | resnext1_stage3_conv38_fwd | Convolution | [1,512,14,14] | 4217 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 185 | resnext1_stage3_batchnorm38_fwd | BatchNorm | [1,512,14,14] | 144 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 186 | resnext1_stage3_relu25_fwd | Activation | [1,512,14,14] | 21 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 187 | resnext1_stage3_conv39_fwd | Convolution | [1,512,14,14] | 11419.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 188 | resnext1_stage3_batchnorm39_fwd | BatchNorm | [1,1024,14,14] | 159.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 189 | add_resnext1_stage3_activation12 | add_relu | [1,1024,14,14] | 37.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 190 | resnext1_stage3_conv40_fwd | Convolution | [1,1024,14,14] | 11636.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 191 | resnext1_stage3_batchnorm40_fwd | BatchNorm | [1,512,14,14] | 160.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 192 | resnext1_stage3_relu26_fwd | Activation | [1,512,14,14] | 18.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 193 | resnext1_stage3_conv41_fwd | Convolution | [1,512,14,14] | 4237.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 194 | resnext1_stage3_batchnorm41_fwd | BatchNorm | [1,512,14,14] | 139.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 195 | resnext1_stage3_relu27_fwd | Activation | [1,512,14,14] | 20 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 196 | resnext1_stage3_conv42_fwd | Convolution | [1,512,14,14] | 11439 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 197 | resnext1_stage3_batchnorm42_fwd | BatchNorm | [1,1024,14,14] | 164 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 198 | add_resnext1_stage3_activation13 | add_relu | [1,1024,14,14] | 38.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 199 | resnext1_stage3_conv43_fwd | Convolution | [1,1024,14,14] | 11694 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 200 | resnext1_stage3_batchnorm43_fwd | BatchNorm | [1,512,14,14] | 167 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 201 | resnext1_stage3_relu28_fwd | Activation | [1,512,14,14] | 18.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 202 | resnext1_stage3_conv44_fwd | Convolution | [1,512,14,14] | 4258 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 203 | resnext1_stage3_batchnorm44_fwd | BatchNorm | [1,512,14,14] | 135.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 204 | resnext1_stage3_relu29_fwd | Activation | [1,512,14,14] | 20 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 205 | resnext1_stage3_conv45_fwd | Convolution | [1,512,14,14] | 11407.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 206 | resnext1_stage3_batchnorm45_fwd | BatchNorm | [1,1024,14,14] | 159 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 207 | add_resnext1_stage3_activation14 | add_relu | [1,1024,14,14] | 37 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 208 | resnext1_stage3_conv46_fwd | Convolution | [1,1024,14,14] | 11644.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 209 | resnext1_stage3_batchnorm46_fwd | BatchNorm | [1,512,14,14] | 180.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 210 | resnext1_stage3_relu30_fwd | Activation | [1,512,14,14] | 17.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 211 | resnext1_stage3_conv47_fwd | Convolution | [1,512,14,14] | 4238.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 212 | resnext1_stage3_batchnorm47_fwd | BatchNorm | [1,512,14,14] | 141.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 213 | resnext1_stage3_relu31_fwd | Activation | [1,512,14,14] | 20.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 214 | resnext1_stage3_conv48_fwd | Convolution | [1,512,14,14] | 11411 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 215 | resnext1_stage3_batchnorm48_fwd | BatchNorm | [1,1024,14,14] | 162.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 216 | add_resnext1_stage3_activation15 | add_relu | [1,1024,14,14] | 38.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 217 | resnext1_stage3_conv49_fwd | Convolution | [1,1024,14,14] | 11643.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 218 | resnext1_stage3_batchnorm49_fwd | BatchNorm | [1,512,14,14] | 168.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 219 | resnext1_stage3_relu32_fwd | Activation | [1,512,14,14] | 22.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 220 | resnext1_stage3_conv50_fwd | Convolution | [1,512,14,14] | 4232.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 221 | resnext1_stage3_batchnorm50_fwd | BatchNorm | [1,512,14,14] | 127.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 222 | resnext1_stage3_relu33_fwd | Activation | [1,512,14,14] | 19.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 223 | resnext1_stage3_conv51_fwd | Convolution | [1,512,14,14] | 11455 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 224 | resnext1_stage3_batchnorm51_fwd | BatchNorm | [1,1024,14,14] | 167.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 225 | add_resnext1_stage3_activation16 | add_relu | [1,1024,14,14] | 37.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 226 | resnext1_stage3_conv52_fwd | Convolution | [1,1024,14,14] | 11657 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 227 | resnext1_stage3_batchnorm52_fwd | BatchNorm | [1,512,14,14] | 164 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 228 | resnext1_stage3_relu34_fwd | Activation | [1,512,14,14] | 20.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 229 | resnext1_stage3_conv53_fwd | Convolution | [1,512,14,14] | 4180 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 230 | resnext1_stage3_batchnorm53_fwd | BatchNorm | [1,512,14,14] | 124.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 231 | resnext1_stage3_relu35_fwd | Activation | [1,512,14,14] | 20.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 232 | resnext1_stage3_conv54_fwd | Convolution | [1,512,14,14] | 11491.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 233 | resnext1_stage3_batchnorm54_fwd | BatchNorm | [1,1024,14,14] | 170.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 234 | add_resnext1_stage3_activation17 | add_relu | [1,1024,14,14] | 38.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 235 | resnext1_stage3_conv55_fwd | Convolution | [1,1024,14,14] | 11649 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 236 | resnext1_stage3_batchnorm55_fwd | BatchNorm | [1,512,14,14] | 181.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 237 | resnext1_stage3_relu36_fwd | Activation | [1,512,14,14] | 18 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 238 | resnext1_stage3_conv56_fwd | Convolution | [1,512,14,14] | 4276.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 239 | resnext1_stage3_batchnorm56_fwd | BatchNorm | [1,512,14,14] | 137.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 240 | resnext1_stage3_relu37_fwd | Activation | [1,512,14,14] | 21 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 241 | resnext1_stage3_conv57_fwd | Convolution | [1,512,14,14] | 11444.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 242 | resnext1_stage3_batchnorm57_fwd | BatchNorm | [1,1024,14,14] | 171 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 243 | add_resnext1_stage3_activation18 | add_relu | [1,1024,14,14] | 38.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 244 | resnext1_stage3_conv58_fwd | Convolution | [1,1024,14,14] | 11609 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 245 | resnext1_stage3_batchnorm58_fwd | BatchNorm | [1,512,14,14] | 163.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 246 | resnext1_stage3_relu38_fwd | Activation | [1,512,14,14] | 19.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 247 | resnext1_stage3_conv59_fwd | Convolution | [1,512,14,14] | 4198.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 248 | resnext1_stage3_batchnorm59_fwd | BatchNorm | [1,512,14,14] | 129.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 249 | resnext1_stage3_relu39_fwd | Activation | [1,512,14,14] | 20.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 250 | resnext1_stage3_conv60_fwd | Convolution | [1,512,14,14] | 11466 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 251 | resnext1_stage3_batchnorm60_fwd | BatchNorm | [1,1024,14,14] | 171.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 252 | add_resnext1_stage3_activation19 | add_relu | [1,1024,14,14] | 38 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 253 | resnext1_stage3_conv61_fwd | Convolution | [1,1024,14,14] | 11618 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 254 | resnext1_stage3_batchnorm61_fwd | BatchNorm | [1,512,14,14] | 161 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 255 | resnext1_stage3_relu40_fwd | Activation | [1,512,14,14] | 21 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 256 | resnext1_stage3_conv62_fwd | Convolution | [1,512,14,14] | 4222.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 257 | resnext1_stage3_batchnorm62_fwd | BatchNorm | [1,512,14,14] | 111 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 258 | resnext1_stage3_relu41_fwd | Activation | [1,512,14,14] | 20.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 259 | resnext1_stage3_conv63_fwd | Convolution | [1,512,14,14] | 11435 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 260 | resnext1_stage3_batchnorm63_fwd | BatchNorm | [1,1024,14,14] | 166.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 261 | add_resnext1_stage3_activation20 | add_relu | [1,1024,14,14] | 38.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 262 | resnext1_stage3_conv64_fwd | Convolution | [1,1024,14,14] | 11642 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 263 | resnext1_stage3_batchnorm64_fwd | BatchNorm | [1,512,14,14] | 175.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 264 | resnext1_stage3_relu42_fwd | Activation | [1,512,14,14] | 19.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 265 | resnext1_stage3_conv65_fwd | Convolution | [1,512,14,14] | 4244.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 266 | resnext1_stage3_batchnorm65_fwd | BatchNorm | [1,512,14,14] | 124.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 267 | resnext1_stage3_relu43_fwd | Activation | [1,512,14,14] | 19.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 268 | resnext1_stage3_conv66_fwd | Convolution | [1,512,14,14] | 11426 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 269 | resnext1_stage3_batchnorm66_fwd | BatchNorm | [1,1024,14,14] | 165.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 270 | add_resnext1_stage3_activation21 | add_relu | [1,1024,14,14] | 37.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 271 | resnext1_stage3_conv67_fwd | Convolution | [1,1024,14,14] | 11664 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 272 | resnext1_stage3_batchnorm67_fwd | BatchNorm | [1,512,14,14] | 189.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 273 | resnext1_stage3_relu44_fwd | Activation | [1,512,14,14] | 20.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 274 | resnext1_stage3_conv68_fwd | Convolution | [1,512,14,14] | 4221.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 275 | resnext1_stage3_batchnorm68_fwd | BatchNorm | [1,512,14,14] | 131.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 276 | resnext1_stage3_relu45_fwd | Activation | [1,512,14,14] | 20.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 277 | resnext1_stage3_conv69_fwd | Convolution | [1,512,14,14] | 11472.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 278 | resnext1_stage3_batchnorm69_fwd | BatchNorm | [1,1024,14,14] | 174.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 279 | add_resnext1_stage3_activation22 | add_relu | [1,1024,14,14] | 37 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 280 | resnext1_stage4_conv0_fwd | Convolution | [1,1024,14,14] | 22014.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 281 | resnext1_stage4_batchnorm0_fwd | BatchNorm | [1,1024,14,14] | 179.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 282 | resnext1_stage4_relu0_fwd | Activation | [1,1024,14,14] | 29.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 283 | resnext1_stage4_conv1_fwd | Convolution | [1,1024,14,14] | 3752.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 284 | resnext1_stage4_batchnorm1_fwd | BatchNorm | [1,1024,7,7] | 76 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 285 | resnext1_stage4_relu1_fwd | Activation | [1,1024,7,7] | 15.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 286 | resnext1_stage4_conv2_fwd | Convolution | [1,1024,7,7] | 14141 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 287 | resnext1_stage4_batchnorm2_fwd | BatchNorm | [1,2048,7,7] | 174.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 288 | resnext1_stage4_conv3_fwd | Convolution | [1,1024,14,14] | 14154.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 289 | resnext1_stage4_batchnorm3_fwd | BatchNorm | [1,2048,7,7] | 198.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 290 | add_resnext1_stage4_activation0 | add_relu | [1,2048,7,7] | 24.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 291 | resnext1_stage4_conv4_fwd | Convolution | [1,2048,7,7] | 14183.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 292 | resnext1_stage4_batchnorm4_fwd | BatchNorm | [1,1024,7,7] | 164.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 293 | resnext1_stage4_relu2_fwd | Activation | [1,1024,7,7] | 17 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 294 | resnext1_stage4_conv5_fwd | Convolution | [1,1024,7,7] | 3754.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 295 | resnext1_stage4_batchnorm5_fwd | BatchNorm | [1,1024,7,7] | 57 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 296 | resnext1_stage4_relu3_fwd | Activation | [1,1024,7,7] | 16.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 297 | resnext1_stage4_conv6_fwd | Convolution | [1,1024,7,7] | 14092.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 298 | resnext1_stage4_batchnorm6_fwd | BatchNorm | [1,2048,7,7] | 175.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 299 | add_resnext1_stage4_activation1 | add_relu | [1,2048,7,7] | 26.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 300 | resnext1_stage4_conv7_fwd | Convolution | [1,2048,7,7] | 14151 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 301 | resnext1_stage4_batchnorm7_fwd | BatchNorm | [1,1024,7,7] | 189.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 302 | resnext1_stage4_relu4_fwd | Activation | [1,1024,7,7] | 14.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 303 | resnext1_stage4_conv8_fwd | Convolution | [1,1024,7,7] | 3739 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 304 | resnext1_stage4_batchnorm8_fwd | BatchNorm | [1,1024,7,7] | 102 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 305 | resnext1_stage4_relu5_fwd | Activation | [1,1024,7,7] | 15.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 306 | resnext1_stage4_conv9_fwd | Convolution | [1,1024,7,7] | 14064.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 307 | resnext1_stage4_batchnorm9_fwd | BatchNorm | [1,2048,7,7] | 171.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 308 | add_resnext1_stage4_activation2 | add_relu | [1,2048,7,7] | 25 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 309 | resnext1_pool1_fwd | Pooling | [1,2048,7,7] | 271.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 310 | resnext1_dense0_fwd | FullyConnected | [1,2048,1,1] | 2488 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
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