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 | densenet0_conv0_fwd | Convolution | [32,3,224,224] | 520353.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 1 | densenet0_batchnorm0_fwd | BatchNorm | [32,64,112,112] | 8265.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 2 | densenet0_relu0_fwd | Activation | [32,64,112,112] | 8444.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 3 | densenet0_pool0_fwd | Pooling | [32,64,112,112] | 81128 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 4 | densenet0_stage1_batchnorm0_fwd | BatchNorm | [32,64,56,56] | 4206.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 5 | densenet0_stage1_relu0_fwd | Activation | [32,64,56,56] | 2132.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 6 | densenet0_stage1_conv0_fwd | Convolution | [32,64,56,56] | 111351.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 7 | densenet0_stage1_batchnorm1_fwd | BatchNorm | [32,128,56,56] | 4771 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 8 | densenet0_stage1_relu1_fwd | Activation | [32,128,56,56] | 4246 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 9 | densenet0_stage1_conv1_fwd | Convolution | [32,128,56,56] | 604882.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 10 | densenet0_stage1_concat0 | Concat | [32,64,56,56] | 3700.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 11 | densenet0_stage1_batchnorm2_fwd | BatchNorm | [32,96,56,56] | 4962.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 12 | densenet0_stage1_relu2_fwd | Activation | [32,96,56,56] | 3191.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 13 | densenet0_stage1_conv2_fwd | Convolution | [32,96,56,56] | 139199.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 14 | densenet0_stage1_batchnorm3_fwd | BatchNorm | [32,128,56,56] | 5462.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 15 | densenet0_stage1_relu3_fwd | Activation | [32,128,56,56] | 5028.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 16 | densenet0_stage1_conv3_fwd | Convolution | [32,128,56,56] | 603816 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 17 | densenet0_stage1_concat1 | Concat | [32,96,56,56] | 5722.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 18 | densenet0_stage1_batchnorm4_fwd | BatchNorm | [32,128,56,56] | 5970 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 19 | densenet0_stage1_relu4_fwd | Activation | [32,128,56,56] | 5010.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 20 | densenet0_stage1_conv4_fwd | Convolution | [32,128,56,56] | 213962.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 21 | densenet0_stage1_batchnorm5_fwd | BatchNorm | [32,128,56,56] | 5487.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 22 | densenet0_stage1_relu5_fwd | Activation | [32,128,56,56] | 4666 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 23 | densenet0_stage1_conv5_fwd | Convolution | [32,128,56,56] | 602688.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 24 | densenet0_stage1_concat2 | Concat | [32,128,56,56] | 5940.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 25 | densenet0_stage1_batchnorm6_fwd | BatchNorm | [32,160,56,56] | 6557 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 26 | densenet0_stage1_relu6_fwd | Activation | [32,160,56,56] | 4404.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 27 | densenet0_stage1_conv6_fwd | Convolution | [32,160,56,56] | 247651.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 28 | densenet0_stage1_batchnorm7_fwd | BatchNorm | [32,128,56,56] | 4072 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 29 | densenet0_stage1_relu7_fwd | Activation | [32,128,56,56] | 3578 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 30 | densenet0_stage1_conv7_fwd | Convolution | [32,128,56,56] | 604255.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 31 | densenet0_stage1_concat3 | Concat | [32,160,56,56] | 6196.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 32 | densenet0_stage1_batchnorm8_fwd | BatchNorm | [32,192,56,56] | 7639 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 33 | densenet0_stage1_relu8_fwd | Activation | [32,192,56,56] | 5194 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 34 | densenet0_stage1_conv8_fwd | Convolution | [32,192,56,56] | 276213.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 35 | densenet0_stage1_batchnorm9_fwd | BatchNorm | [32,128,56,56] | 4131.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 36 | densenet0_stage1_relu9_fwd | Activation | [32,128,56,56] | 3496 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 37 | densenet0_stage1_conv9_fwd | Convolution | [32,128,56,56] | 604078 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 38 | densenet0_stage1_concat4 | Concat | [32,192,56,56] | 7287 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 39 | densenet0_stage1_batchnorm10_fwd | BatchNorm | [32,224,56,56] | 8679.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 40 | densenet0_stage1_relu10_fwd | Activation | [32,224,56,56] | 5578 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 41 | densenet0_stage1_conv10_fwd | Convolution | [32,224,56,56] | 354593.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 42 | densenet0_stage1_batchnorm11_fwd | BatchNorm | [32,128,56,56] | 3301.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 43 | densenet0_stage1_relu11_fwd | Activation | [32,128,56,56] | 2830.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 44 | densenet0_stage1_conv11_fwd | Convolution | [32,128,56,56] | 602882.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 45 | densenet0_stage1_concat5 | Concat | [32,224,56,56] | 6693 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 46 | densenet0_batchnorm1_fwd | BatchNorm | [32,256,56,56] | 8710.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 47 | densenet0_relu1_fwd | Activation | [32,256,56,56] | 5402.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 48 | densenet0_conv1_fwd | Convolution | [32,256,56,56] | 387723.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 49 | densenet0_pool1_fwd | Pooling | [32,128,56,56] | 34163 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 50 | densenet0_stage2_batchnorm0_fwd | BatchNorm | [32,128,28,28] | 866.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 51 | densenet0_stage2_relu0_fwd | Activation | [32,128,28,28] | 718.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 52 | densenet0_stage2_conv0_fwd | Convolution | [32,128,28,28] | 53357.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 53 | densenet0_stage2_batchnorm1_fwd | BatchNorm | [32,128,28,28] | 676.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 54 | densenet0_stage2_relu1_fwd | Activation | [32,128,28,28] | 708.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 55 | densenet0_stage2_conv1_fwd | Convolution | [32,128,28,28] | 153165 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 56 | densenet0_stage2_concat0 | Concat | [32,128,28,28] | 941.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 57 | densenet0_stage2_batchnorm2_fwd | BatchNorm | [32,160,28,28] | 961.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 58 | densenet0_stage2_relu2_fwd | Activation | [32,160,28,28] | 889.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 59 | densenet0_stage2_conv2_fwd | Convolution | [32,160,28,28] | 61431.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 60 | densenet0_stage2_batchnorm3_fwd | BatchNorm | [32,128,28,28] | 704 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 61 | densenet0_stage2_relu3_fwd | Activation | [32,128,28,28] | 701.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 62 | densenet0_stage2_conv3_fwd | Convolution | [32,128,28,28] | 153562.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 63 | densenet0_stage2_concat1 | Concat | [32,160,28,28] | 1253.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 64 | densenet0_stage2_batchnorm4_fwd | BatchNorm | [32,192,28,28] | 1098.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 65 | densenet0_stage2_relu4_fwd | Activation | [32,192,28,28] | 1093.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 66 | densenet0_stage2_conv4_fwd | Convolution | [32,192,28,28] | 68348.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 67 | densenet0_stage2_batchnorm5_fwd | BatchNorm | [32,128,28,28] | 744.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 68 | densenet0_stage2_relu5_fwd | Activation | [32,128,28,28] | 709.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 69 | densenet0_stage2_conv5_fwd | Convolution | [32,128,28,28] | 152934 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 70 | densenet0_stage2_concat2 | Concat | [32,192,28,28] | 1421.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 71 | densenet0_stage2_batchnorm6_fwd | BatchNorm | [32,224,28,28] | 1417.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 72 | densenet0_stage2_relu6_fwd | Activation | [32,224,28,28] | 1212.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 73 | densenet0_stage2_conv6_fwd | Convolution | [32,224,28,28] | 88078.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 74 | densenet0_stage2_batchnorm7_fwd | BatchNorm | [32,128,28,28] | 785 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 75 | densenet0_stage2_relu7_fwd | Activation | [32,128,28,28] | 737.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 76 | densenet0_stage2_conv7_fwd | Convolution | [32,128,28,28] | 153436 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 77 | densenet0_stage2_concat3 | Concat | [32,224,28,28] | 1745 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 78 | densenet0_stage2_batchnorm8_fwd | BatchNorm | [32,256,28,28] | 1862.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 79 | densenet0_stage2_relu8_fwd | Activation | [32,256,28,28] | 1836.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 80 | densenet0_stage2_conv8_fwd | Convolution | [32,256,28,28] | 96223.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 81 | densenet0_stage2_batchnorm9_fwd | BatchNorm | [32,128,28,28] | 933.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 82 | densenet0_stage2_relu9_fwd | Activation | [32,128,28,28] | 952.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 83 | densenet0_stage2_conv9_fwd | Convolution | [32,128,28,28] | 153487.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 84 | densenet0_stage2_concat4 | Concat | [32,256,28,28] | 2706.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 85 | densenet0_stage2_batchnorm10_fwd | BatchNorm | [32,288,28,28] | 2653 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 86 | densenet0_stage2_relu10_fwd | Activation | [32,288,28,28] | 2435 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 87 | densenet0_stage2_conv10_fwd | Convolution | [32,288,28,28] | 103450.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 88 | densenet0_stage2_batchnorm11_fwd | BatchNorm | [32,128,28,28] | 1086.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 89 | densenet0_stage2_relu11_fwd | Activation | [32,128,28,28] | 1113.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 90 | densenet0_stage2_conv11_fwd | Convolution | [32,128,28,28] | 153919.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 91 | densenet0_stage2_concat5 | Concat | [32,288,28,28] | 3087 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 92 | densenet0_stage2_batchnorm12_fwd | BatchNorm | [32,320,28,28] | 2971.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 93 | densenet0_stage2_relu12_fwd | Activation | [32,320,28,28] | 2706.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 94 | densenet0_stage2_conv12_fwd | Convolution | [32,320,28,28] | 123164.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 95 | densenet0_stage2_batchnorm13_fwd | BatchNorm | [32,128,28,28] | 1169.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 96 | densenet0_stage2_relu13_fwd | Activation | [32,128,28,28] | 1140 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 97 | densenet0_stage2_conv13_fwd | Convolution | [32,128,28,28] | 153370.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 98 | densenet0_stage2_concat6 | Concat | [32,320,28,28] | 3356.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 99 | densenet0_stage2_batchnorm14_fwd | BatchNorm | [32,352,28,28] | 3448 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 100 | densenet0_stage2_relu14_fwd | Activation | [32,352,28,28] | 2952.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 101 | densenet0_stage2_conv14_fwd | Convolution | [32,352,28,28] | 132305.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 102 | densenet0_stage2_batchnorm15_fwd | BatchNorm | [32,128,28,28] | 1241 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 103 | densenet0_stage2_relu15_fwd | Activation | [32,128,28,28] | 1127 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 104 | densenet0_stage2_conv15_fwd | Convolution | [32,128,28,28] | 153840.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 105 | densenet0_stage2_concat7 | Concat | [32,352,28,28] | 3721 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 106 | densenet0_stage2_batchnorm16_fwd | BatchNorm | [32,384,28,28] | 3683.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 107 | densenet0_stage2_relu16_fwd | Activation | [32,384,28,28] | 3236 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 108 | densenet0_stage2_conv16_fwd | Convolution | [32,384,28,28] | 138842.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 109 | densenet0_stage2_batchnorm17_fwd | BatchNorm | [32,128,28,28] | 1187 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 110 | densenet0_stage2_relu17_fwd | Activation | [32,128,28,28] | 946.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 111 | densenet0_stage2_conv17_fwd | Convolution | [32,128,28,28] | 153656.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 112 | densenet0_stage2_concat8 | Concat | [32,384,28,28] | 3120 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 113 | densenet0_stage2_batchnorm18_fwd | BatchNorm | [32,416,28,28] | 2944.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 114 | densenet0_stage2_relu18_fwd | Activation | [32,416,28,28] | 2254.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 115 | densenet0_stage2_conv18_fwd | Convolution | [32,416,28,28] | 158682.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 116 | densenet0_stage2_batchnorm19_fwd | BatchNorm | [32,128,28,28] | 901.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 117 | densenet0_stage2_relu19_fwd | Activation | [32,128,28,28] | 704.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 118 | densenet0_stage2_conv19_fwd | Convolution | [32,128,28,28] | 153183.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 119 | densenet0_stage2_concat9 | Concat | [32,416,28,28] | 2982.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 120 | densenet0_stage2_batchnorm20_fwd | BatchNorm | [32,448,28,28] | 3142 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 121 | densenet0_stage2_relu20_fwd | Activation | [32,448,28,28] | 2432.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 122 | densenet0_stage2_conv20_fwd | Convolution | [32,448,28,28] | 167345 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 123 | densenet0_stage2_batchnorm21_fwd | BatchNorm | [32,128,28,28] | 904.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 124 | densenet0_stage2_relu21_fwd | Activation | [32,128,28,28] | 720.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 125 | densenet0_stage2_conv21_fwd | Convolution | [32,128,28,28] | 153707 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 126 | densenet0_stage2_concat10 | Concat | [32,448,28,28] | 3818.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 127 | densenet0_stage2_batchnorm22_fwd | BatchNorm | [32,480,28,28] | 4056.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 128 | densenet0_stage2_relu22_fwd | Activation | [32,480,28,28] | 3306 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 129 | densenet0_stage2_conv22_fwd | Convolution | [32,480,28,28] | 174547.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 130 | densenet0_stage2_batchnorm23_fwd | BatchNorm | [32,128,28,28] | 1117 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 131 | densenet0_stage2_relu23_fwd | Activation | [32,128,28,28] | 911.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 132 | densenet0_stage2_conv23_fwd | Convolution | [32,128,28,28] | 153553 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 133 | densenet0_stage2_concat11 | Concat | [32,480,28,28] | 4187 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 134 | densenet0_batchnorm2_fwd | BatchNorm | [32,512,28,28] | 4220 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 135 | densenet0_relu2_fwd | Activation | [32,512,28,28] | 3547.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 136 | densenet0_conv2_fwd | Convolution | [32,512,28,28] | 359292.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 137 | densenet0_pool2_fwd | Pooling | [32,256,28,28] | 17899.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 138 | densenet0_stage3_batchnorm0_fwd | BatchNorm | [32,256,14,14] | 1172.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 139 | densenet0_stage3_relu0_fwd | Activation | [32,256,14,14] | 483 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 140 | densenet0_stage3_conv0_fwd | Convolution | [32,256,14,14] | 24629.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 141 | densenet0_stage3_batchnorm1_fwd | BatchNorm | [32,128,14,14] | 759 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 142 | densenet0_stage3_relu1_fwd | Activation | [32,128,14,14] | 292.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 143 | densenet0_stage3_conv1_fwd | Convolution | [32,128,14,14] | 39734.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 144 | densenet0_stage3_concat0 | Concat | [32,256,14,14] | 540.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 145 | densenet0_stage3_batchnorm2_fwd | BatchNorm | [32,288,14,14] | 969.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 146 | densenet0_stage3_relu2_fwd | Activation | [32,288,14,14] | 556.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 147 | densenet0_stage3_conv2_fwd | Convolution | [32,288,14,14] | 26352 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 148 | densenet0_stage3_batchnorm3_fwd | BatchNorm | [32,128,14,14] | 403 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 149 | densenet0_stage3_relu3_fwd | Activation | [32,128,14,14] | 260 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 150 | densenet0_stage3_conv3_fwd | Convolution | [32,128,14,14] | 39582.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 151 | densenet0_stage3_concat1 | Concat | [32,288,14,14] | 483 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 152 | densenet0_stage3_batchnorm4_fwd | BatchNorm | [32,320,14,14] | 1435.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 153 | densenet0_stage3_relu4_fwd | Activation | [32,320,14,14] | 577 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 154 | densenet0_stage3_conv4_fwd | Convolution | [32,320,14,14] | 31282.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 155 | densenet0_stage3_batchnorm5_fwd | BatchNorm | [32,128,14,14] | 451 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 156 | densenet0_stage3_relu5_fwd | Activation | [32,128,14,14] | 264 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 157 | densenet0_stage3_conv5_fwd | Convolution | [32,128,14,14] | 39704.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 158 | densenet0_stage3_concat2 | Concat | [32,320,14,14] | 570.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 159 | densenet0_stage3_batchnorm6_fwd | BatchNorm | [32,352,14,14] | 1199 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 160 | densenet0_stage3_relu6_fwd | Activation | [32,352,14,14] | 627 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 161 | densenet0_stage3_conv6_fwd | Convolution | [32,352,14,14] | 33295.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 162 | densenet0_stage3_batchnorm7_fwd | BatchNorm | [32,128,14,14] | 486 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 163 | densenet0_stage3_relu7_fwd | Activation | [32,128,14,14] | 264.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 164 | densenet0_stage3_conv7_fwd | Convolution | [32,128,14,14] | 39619.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 165 | densenet0_stage3_concat3 | Concat | [32,352,14,14] | 584 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 166 | densenet0_stage3_batchnorm8_fwd | BatchNorm | [32,384,14,14] | 1708.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 167 | densenet0_stage3_relu8_fwd | Activation | [32,384,14,14] | 680.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 168 | densenet0_stage3_conv8_fwd | Convolution | [32,384,14,14] | 35112.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 169 | densenet0_stage3_batchnorm9_fwd | BatchNorm | [32,128,14,14] | 531.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 170 | densenet0_stage3_relu9_fwd | Activation | [32,128,14,14] | 263.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 171 | densenet0_stage3_conv9_fwd | Convolution | [32,128,14,14] | 39650.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 172 | densenet0_stage3_concat4 | Concat | [32,384,14,14] | 760.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 173 | densenet0_stage3_batchnorm10_fwd | BatchNorm | [32,416,14,14] | 1453 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 174 | densenet0_stage3_relu10_fwd | Activation | [32,416,14,14] | 729.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 175 | densenet0_stage3_conv10_fwd | Convolution | [32,416,14,14] | 39986.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 176 | densenet0_stage3_batchnorm11_fwd | BatchNorm | [32,128,14,14] | 490.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 177 | densenet0_stage3_relu11_fwd | Activation | [32,128,14,14] | 268 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 178 | densenet0_stage3_conv11_fwd | Convolution | [32,128,14,14] | 39698.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 179 | densenet0_stage3_concat5 | Concat | [32,416,14,14] | 661.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 180 | densenet0_stage3_batchnorm12_fwd | BatchNorm | [32,448,14,14] | 2271.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 181 | densenet0_stage3_relu12_fwd | Activation | [32,448,14,14] | 789 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 182 | densenet0_stage3_conv12_fwd | Convolution | [32,448,14,14] | 42220 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 183 | densenet0_stage3_batchnorm13_fwd | BatchNorm | [32,128,14,14] | 585.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 184 | densenet0_stage3_relu13_fwd | Activation | [32,128,14,14] | 267 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 185 | densenet0_stage3_conv13_fwd | Convolution | [32,128,14,14] | 39669.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 186 | densenet0_stage3_concat6 | Concat | [32,448,14,14] | 898.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 187 | densenet0_stage3_batchnorm14_fwd | BatchNorm | [32,480,14,14] | 1709.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 188 | densenet0_stage3_relu14_fwd | Activation | [32,480,14,14] | 835 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 189 | densenet0_stage3_conv14_fwd | Convolution | [32,480,14,14] | 43966.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 190 | densenet0_stage3_batchnorm15_fwd | BatchNorm | [32,128,14,14] | 605 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 191 | densenet0_stage3_relu15_fwd | Activation | [32,128,14,14] | 264.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 192 | densenet0_stage3_conv15_fwd | Convolution | [32,128,14,14] | 39493.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 193 | densenet0_stage3_concat7 | Concat | [32,480,14,14] | 837.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 194 | densenet0_stage3_batchnorm16_fwd | BatchNorm | [32,512,14,14] | 2040 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 195 | densenet0_stage3_relu16_fwd | Activation | [32,512,14,14] | 915.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 196 | densenet0_stage3_conv16_fwd | Convolution | [32,512,14,14] | 48837 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 197 | densenet0_stage3_batchnorm17_fwd | BatchNorm | [32,128,14,14] | 687.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 198 | densenet0_stage3_relu17_fwd | Activation | [32,128,14,14] | 268.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 199 | densenet0_stage3_conv17_fwd | Convolution | [32,128,14,14] | 39720.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 200 | densenet0_stage3_concat8 | Concat | [32,512,14,14] | 1062.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 201 | densenet0_stage3_batchnorm18_fwd | BatchNorm | [32,544,14,14] | 2021.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 202 | densenet0_stage3_relu18_fwd | Activation | [32,544,14,14] | 939.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 203 | densenet0_stage3_conv18_fwd | Convolution | [32,544,14,14] | 50865 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 204 | densenet0_stage3_batchnorm19_fwd | BatchNorm | [32,128,14,14] | 640 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 205 | densenet0_stage3_relu19_fwd | Activation | [32,128,14,14] | 257.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 206 | densenet0_stage3_conv19_fwd | Convolution | [32,128,14,14] | 39598.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 207 | densenet0_stage3_concat9 | Concat | [32,544,14,14] | 935.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 208 | densenet0_stage3_batchnorm20_fwd | BatchNorm | [32,576,14,14] | 3262.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 209 | densenet0_stage3_relu20_fwd | Activation | [32,576,14,14] | 1007.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 210 | densenet0_stage3_conv20_fwd | Convolution | [32,576,14,14] | 53612.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 211 | densenet0_stage3_batchnorm21_fwd | BatchNorm | [32,128,14,14] | 679.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 212 | densenet0_stage3_relu21_fwd | Activation | [32,128,14,14] | 262.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 213 | densenet0_stage3_conv21_fwd | Convolution | [32,128,14,14] | 39548 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 214 | densenet0_stage3_concat10 | Concat | [32,576,14,14] | 1210.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 215 | densenet0_stage3_batchnorm22_fwd | BatchNorm | [32,608,14,14] | 2346.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 216 | densenet0_stage3_relu22_fwd | Activation | [32,608,14,14] | 1050.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 217 | densenet0_stage3_conv22_fwd | Convolution | [32,608,14,14] | 58554.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 218 | densenet0_stage3_batchnorm23_fwd | BatchNorm | [32,128,14,14] | 745 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 219 | densenet0_stage3_relu23_fwd | Activation | [32,128,14,14] | 259.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 220 | densenet0_stage3_conv23_fwd | Convolution | [32,128,14,14] | 39566.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 221 | densenet0_stage3_concat11 | Concat | [32,608,14,14] | 1117.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 222 | densenet0_stage3_batchnorm24_fwd | BatchNorm | [32,640,14,14] | 3398.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 223 | densenet0_stage3_relu24_fwd | Activation | [32,640,14,14] | 1107 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 224 | densenet0_stage3_conv24_fwd | Convolution | [32,640,14,14] | 60663.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 225 | densenet0_stage3_batchnorm25_fwd | BatchNorm | [32,128,14,14] | 701 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 226 | densenet0_stage3_relu25_fwd | Activation | [32,128,14,14] | 282.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 227 | densenet0_stage3_conv25_fwd | Convolution | [32,128,14,14] | 39621 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 228 | densenet0_stage3_concat12 | Concat | [32,640,14,14] | 1395.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 229 | densenet0_stage3_batchnorm26_fwd | BatchNorm | [32,672,14,14] | 2755 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 230 | densenet0_stage3_relu26_fwd | Activation | [32,672,14,14] | 1432.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 231 | densenet0_stage3_conv26_fwd | Convolution | [32,672,14,14] | 62530.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 232 | densenet0_stage3_batchnorm27_fwd | BatchNorm | [32,128,14,14] | 727.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 233 | densenet0_stage3_relu27_fwd | Activation | [32,128,14,14] | 316.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 234 | densenet0_stage3_conv27_fwd | Convolution | [32,128,14,14] | 39508 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 235 | densenet0_stage3_concat13 | Concat | [32,672,14,14] | 1228 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 236 | densenet0_stage3_batchnorm28_fwd | BatchNorm | [32,704,14,14] | 4020 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 237 | densenet0_stage3_relu28_fwd | Activation | [32,704,14,14] | 1493 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 238 | densenet0_stage3_conv28_fwd | Convolution | [32,704,14,14] | 67217 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 239 | densenet0_stage3_batchnorm29_fwd | BatchNorm | [32,128,14,14] | 713.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 240 | densenet0_stage3_relu29_fwd | Activation | [32,128,14,14] | 322.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 241 | densenet0_stage3_conv29_fwd | Convolution | [32,128,14,14] | 39627.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 242 | densenet0_stage3_concat14 | Concat | [32,704,14,14] | 1798.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 243 | densenet0_stage3_batchnorm30_fwd | BatchNorm | [32,736,14,14] | 2968.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 244 | densenet0_stage3_relu30_fwd | Activation | [32,736,14,14] | 1559.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 245 | densenet0_stage3_conv30_fwd | Convolution | [32,736,14,14] | 69434.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 246 | densenet0_stage3_batchnorm31_fwd | BatchNorm | [32,128,14,14] | 735 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 247 | densenet0_stage3_relu31_fwd | Activation | [32,128,14,14] | 323.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 248 | densenet0_stage3_conv31_fwd | Convolution | [32,128,14,14] | 39614.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 249 | densenet0_stage3_concat15 | Concat | [32,736,14,14] | 1439 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 250 | densenet0_stage3_batchnorm32_fwd | BatchNorm | [32,768,14,14] | 3324.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 251 | densenet0_stage3_relu32_fwd | Activation | [32,768,14,14] | 1630.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 252 | densenet0_stage3_conv32_fwd | Convolution | [32,768,14,14] | 71403 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 253 | densenet0_stage3_batchnorm33_fwd | BatchNorm | [32,128,14,14] | 734.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 254 | densenet0_stage3_relu33_fwd | Activation | [32,128,14,14] | 317.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 255 | densenet0_stage3_conv33_fwd | Convolution | [32,128,14,14] | 39501.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 256 | densenet0_stage3_concat16 | Concat | [32,768,14,14] | 1919.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 257 | densenet0_stage3_batchnorm34_fwd | BatchNorm | [32,800,14,14] | 3403 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 258 | densenet0_stage3_relu34_fwd | Activation | [32,800,14,14] | 1425.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 259 | densenet0_stage3_conv34_fwd | Convolution | [32,800,14,14] | 76130.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 260 | densenet0_stage3_batchnorm35_fwd | BatchNorm | [32,128,14,14] | 753.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 261 | densenet0_stage3_relu35_fwd | Activation | [32,128,14,14] | 314.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 262 | densenet0_stage3_conv35_fwd | Convolution | [32,128,14,14] | 39627.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 263 | densenet0_stage3_concat17 | Concat | [32,800,14,14] | 1559.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 264 | densenet0_stage3_batchnorm36_fwd | BatchNorm | [32,832,14,14] | 4793.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 265 | densenet0_stage3_relu36_fwd | Activation | [32,832,14,14] | 1755.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 266 | densenet0_stage3_conv36_fwd | Convolution | [32,832,14,14] | 78421.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 267 | densenet0_stage3_batchnorm37_fwd | BatchNorm | [32,128,14,14] | 741.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 268 | densenet0_stage3_relu37_fwd | Activation | [32,128,14,14] | 316.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 269 | densenet0_stage3_conv37_fwd | Convolution | [32,128,14,14] | 39575 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 270 | densenet0_stage3_concat18 | Concat | [32,832,14,14] | 2096.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 271 | densenet0_stage3_batchnorm38_fwd | BatchNorm | [32,864,14,14] | 3660.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 272 | densenet0_stage3_relu38_fwd | Activation | [32,864,14,14] | 1482.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 273 | densenet0_stage3_conv38_fwd | Convolution | [32,864,14,14] | 80053.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 274 | densenet0_stage3_batchnorm39_fwd | BatchNorm | [32,128,14,14] | 774.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 275 | densenet0_stage3_relu39_fwd | Activation | [32,128,14,14] | 266.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 276 | densenet0_stage3_conv39_fwd | Convolution | [32,128,14,14] | 39601.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 277 | densenet0_stage3_concat19 | Concat | [32,864,14,14] | 1306.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 278 | densenet0_stage3_batchnorm40_fwd | BatchNorm | [32,896,14,14] | 4789.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 279 | densenet0_stage3_relu40_fwd | Activation | [32,896,14,14] | 1206.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 280 | densenet0_stage3_conv40_fwd | Convolution | [32,896,14,14] | 84953 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 281 | densenet0_stage3_batchnorm41_fwd | BatchNorm | [32,128,14,14] | 762.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 282 | densenet0_stage3_relu41_fwd | Activation | [32,128,14,14] | 215.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 283 | densenet0_stage3_conv41_fwd | Convolution | [32,128,14,14] | 39584.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 284 | densenet0_stage3_concat20 | Concat | [32,896,14,14] | 1756.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 285 | densenet0_stage3_batchnorm42_fwd | BatchNorm | [32,928,14,14] | 4090.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 286 | densenet0_stage3_relu42_fwd | Activation | [32,928,14,14] | 1298.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 287 | densenet0_stage3_conv42_fwd | Convolution | [32,928,14,14] | 87214.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 288 | densenet0_stage3_batchnorm43_fwd | BatchNorm | [32,128,14,14] | 788.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 289 | densenet0_stage3_relu43_fwd | Activation | [32,128,14,14] | 218.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 290 | densenet0_stage3_conv43_fwd | Convolution | [32,128,14,14] | 39638.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 291 | densenet0_stage3_concat21 | Concat | [32,928,14,14] | 1373 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 292 | densenet0_stage3_batchnorm44_fwd | BatchNorm | [32,960,14,14] | 5525.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 293 | densenet0_stage3_relu44_fwd | Activation | [32,960,14,14] | 1263 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 294 | densenet0_stage3_conv44_fwd | Convolution | [32,960,14,14] | 89227 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 295 | densenet0_stage3_batchnorm45_fwd | BatchNorm | [32,128,14,14] | 788.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 296 | densenet0_stage3_relu45_fwd | Activation | [32,128,14,14] | 220.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 297 | densenet0_stage3_conv45_fwd | Convolution | [32,128,14,14] | 39543.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 298 | densenet0_stage3_concat22 | Concat | [32,960,14,14] | 1822 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 299 | densenet0_stage3_batchnorm46_fwd | BatchNorm | [32,992,14,14] | 4506.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 300 | densenet0_stage3_relu46_fwd | Activation | [32,992,14,14] | 1299.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 301 | densenet0_stage3_conv46_fwd | Convolution | [32,992,14,14] | 93974 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 302 | densenet0_stage3_batchnorm47_fwd | BatchNorm | [32,128,14,14] | 785.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 303 | densenet0_stage3_relu47_fwd | Activation | [32,128,14,14] | 218.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 304 | densenet0_stage3_conv47_fwd | Convolution | [32,128,14,14] | 39592.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 305 | densenet0_stage3_concat23 | Concat | [32,992,14,14] | 1539.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 306 | densenet0_batchnorm3_fwd | BatchNorm | [32,1024,14,14] | 3440 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 307 | densenet0_relu3_fwd | Activation | [32,1024,14,14] | 1432 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 308 | densenet0_conv3_fwd | Convolution | [32,1024,14,14] | 361489.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 309 | densenet0_pool3_fwd | Pooling | [32,512,14,14] | 8924.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 310 | densenet0_stage4_batchnorm0_fwd | BatchNorm | [32,512,7,7] | 865 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 311 | densenet0_stage4_relu0_fwd | Activation | [32,512,7,7] | 226 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 312 | densenet0_stage4_conv0_fwd | Convolution | [32,512,7,7] | 14471 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 313 | densenet0_stage4_batchnorm1_fwd | BatchNorm | [32,128,7,7] | 175.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 314 | densenet0_stage4_relu1_fwd | Activation | [32,128,7,7] | 111 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 315 | densenet0_stage4_conv1_fwd | Convolution | [32,128,7,7] | 10971 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 316 | densenet0_stage4_concat0 | Concat | [32,512,7,7] | 321 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 317 | densenet0_stage4_batchnorm2_fwd | BatchNorm | [32,544,7,7] | 507.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 318 | densenet0_stage4_relu2_fwd | Activation | [32,544,7,7] | 275.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 319 | densenet0_stage4_conv2_fwd | Convolution | [32,544,7,7] | 15198 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 320 | densenet0_stage4_batchnorm3_fwd | BatchNorm | [32,128,7,7] | 178.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 321 | densenet0_stage4_relu3_fwd | Activation | [32,128,7,7] | 110 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 322 | densenet0_stage4_conv3_fwd | Convolution | [32,128,7,7] | 10964 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 323 | densenet0_stage4_concat1 | Concat | [32,544,7,7] | 311 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 324 | densenet0_stage4_batchnorm4_fwd | BatchNorm | [32,576,7,7] | 500 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 325 | densenet0_stage4_relu4_fwd | Activation | [32,576,7,7] | 290 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 326 | densenet0_stage4_conv4_fwd | Convolution | [32,576,7,7] | 15909 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 327 | densenet0_stage4_batchnorm5_fwd | BatchNorm | [32,128,7,7] | 179 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 328 | densenet0_stage4_relu5_fwd | Activation | [32,128,7,7] | 111 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 329 | densenet0_stage4_conv5_fwd | Convolution | [32,128,7,7] | 10999.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 330 | densenet0_stage4_concat2 | Concat | [32,576,7,7] | 318 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 331 | densenet0_stage4_batchnorm6_fwd | BatchNorm | [32,608,7,7] | 550 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 332 | densenet0_stage4_relu6_fwd | Activation | [32,608,7,7] | 302 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 333 | densenet0_stage4_conv6_fwd | Convolution | [32,608,7,7] | 17282 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 334 | densenet0_stage4_batchnorm7_fwd | BatchNorm | [32,128,7,7] | 179.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 335 | densenet0_stage4_relu7_fwd | Activation | [32,128,7,7] | 106.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 336 | densenet0_stage4_conv7_fwd | Convolution | [32,128,7,7] | 11047 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 337 | densenet0_stage4_concat3 | Concat | [32,608,7,7] | 336.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 338 | densenet0_stage4_batchnorm8_fwd | BatchNorm | [32,640,7,7] | 553 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 339 | densenet0_stage4_relu8_fwd | Activation | [32,640,7,7] | 319.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 340 | densenet0_stage4_conv8_fwd | Convolution | [32,640,7,7] | 17896 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 341 | densenet0_stage4_batchnorm9_fwd | BatchNorm | [32,128,7,7] | 176 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 342 | densenet0_stage4_relu9_fwd | Activation | [32,128,7,7] | 108.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 343 | densenet0_stage4_conv9_fwd | Convolution | [32,128,7,7] | 11006 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 344 | densenet0_stage4_concat4 | Concat | [32,640,7,7] | 341 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 345 | densenet0_stage4_batchnorm10_fwd | BatchNorm | [32,672,7,7] | 590.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 346 | densenet0_stage4_relu10_fwd | Activation | [32,672,7,7] | 332.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 347 | densenet0_stage4_conv10_fwd | Convolution | [32,672,7,7] | 18477.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 348 | densenet0_stage4_batchnorm11_fwd | BatchNorm | [32,128,7,7] | 183 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 349 | densenet0_stage4_relu11_fwd | Activation | [32,128,7,7] | 115 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 350 | densenet0_stage4_conv11_fwd | Convolution | [32,128,7,7] | 11000.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 351 | densenet0_stage4_concat5 | Concat | [32,672,7,7] | 349.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 352 | densenet0_stage4_batchnorm12_fwd | BatchNorm | [32,704,7,7] | 596.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 353 | densenet0_stage4_relu12_fwd | Activation | [32,704,7,7] | 342.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 354 | densenet0_stage4_conv12_fwd | Convolution | [32,704,7,7] | 19847.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 355 | densenet0_stage4_batchnorm13_fwd | BatchNorm | [32,128,7,7] | 179.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 356 | densenet0_stage4_relu13_fwd | Activation | [32,128,7,7] | 109.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 357 | densenet0_stage4_conv13_fwd | Convolution | [32,128,7,7] | 10989.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 358 | densenet0_stage4_concat6 | Concat | [32,704,7,7] | 358.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 359 | densenet0_stage4_batchnorm14_fwd | BatchNorm | [32,736,7,7] | 633.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 360 | densenet0_stage4_relu14_fwd | Activation | [32,736,7,7] | 353.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 361 | densenet0_stage4_conv14_fwd | Convolution | [32,736,7,7] | 20539.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 362 | densenet0_stage4_batchnorm15_fwd | BatchNorm | [32,128,7,7] | 182.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 363 | densenet0_stage4_relu15_fwd | Activation | [32,128,7,7] | 110.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 364 | densenet0_stage4_conv15_fwd | Convolution | [32,128,7,7] | 10993 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 365 | densenet0_stage4_concat7 | Concat | [32,736,7,7] | 372 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 366 | densenet0_stage4_batchnorm16_fwd | BatchNorm | [32,768,7,7] | 657.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 367 | densenet0_stage4_relu16_fwd | Activation | [32,768,7,7] | 366.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 368 | densenet0_stage4_conv16_fwd | Convolution | [32,768,7,7] | 21167.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 369 | densenet0_stage4_batchnorm17_fwd | BatchNorm | [32,128,7,7] | 176.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 370 | densenet0_stage4_relu17_fwd | Activation | [32,128,7,7] | 108.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 371 | densenet0_stage4_conv17_fwd | Convolution | [32,128,7,7] | 10999.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 372 | densenet0_stage4_concat8 | Concat | [32,768,7,7] | 369.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 373 | densenet0_stage4_batchnorm18_fwd | BatchNorm | [32,800,7,7] | 677.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 374 | densenet0_stage4_relu18_fwd | Activation | [32,800,7,7] | 380.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 375 | densenet0_stage4_conv18_fwd | Convolution | [32,800,7,7] | 22452.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 376 | densenet0_stage4_batchnorm19_fwd | BatchNorm | [32,128,7,7] | 178 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 377 | densenet0_stage4_relu19_fwd | Activation | [32,128,7,7] | 110 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 378 | densenet0_stage4_conv19_fwd | Convolution | [32,128,7,7] | 11013.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 379 | densenet0_stage4_concat9 | Concat | [32,800,7,7] | 404.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 380 | densenet0_stage4_batchnorm20_fwd | BatchNorm | [32,832,7,7] | 711 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 381 | densenet0_stage4_relu20_fwd | Activation | [32,832,7,7] | 481 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 382 | densenet0_stage4_conv20_fwd | Convolution | [32,832,7,7] | 23121 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 383 | densenet0_stage4_batchnorm21_fwd | BatchNorm | [32,128,7,7] | 182 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 384 | densenet0_stage4_relu21_fwd | Activation | [32,128,7,7] | 116 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 385 | densenet0_stage4_conv21_fwd | Convolution | [32,128,7,7] | 10984.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 386 | densenet0_stage4_concat10 | Concat | [32,832,7,7] | 436 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 387 | densenet0_stage4_batchnorm22_fwd | BatchNorm | [32,864,7,7] | 727.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 388 | densenet0_stage4_relu22_fwd | Activation | [32,864,7,7] | 502.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 389 | densenet0_stage4_conv22_fwd | Convolution | [32,864,7,7] | 23678.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 390 | densenet0_stage4_batchnorm23_fwd | BatchNorm | [32,128,7,7] | 180.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 391 | densenet0_stage4_relu23_fwd | Activation | [32,128,7,7] | 122 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 392 | densenet0_stage4_conv23_fwd | Convolution | [32,128,7,7] | 10994.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 393 | densenet0_stage4_concat11 | Concat | [32,864,7,7] | 443.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 394 | densenet0_stage4_batchnorm24_fwd | BatchNorm | [32,896,7,7] | 752.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 395 | densenet0_stage4_relu24_fwd | Activation | [32,896,7,7] | 518.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 396 | densenet0_stage4_conv24_fwd | Convolution | [32,896,7,7] | 24968 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 397 | densenet0_stage4_batchnorm25_fwd | BatchNorm | [32,128,7,7] | 181.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 398 | densenet0_stage4_relu25_fwd | Activation | [32,128,7,7] | 120 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 399 | densenet0_stage4_conv25_fwd | Convolution | [32,128,7,7] | 11015.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 400 | densenet0_stage4_concat12 | Concat | [32,896,7,7] | 451 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 401 | densenet0_stage4_batchnorm26_fwd | BatchNorm | [32,928,7,7] | 781.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 402 | densenet0_stage4_relu26_fwd | Activation | [32,928,7,7] | 529 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 403 | densenet0_stage4_conv26_fwd | Convolution | [32,928,7,7] | 25728.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 404 | densenet0_stage4_batchnorm27_fwd | BatchNorm | [32,128,7,7] | 186.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 405 | densenet0_stage4_relu27_fwd | Activation | [32,128,7,7] | 121.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 406 | densenet0_stage4_conv27_fwd | Convolution | [32,128,7,7] | 11015.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 407 | densenet0_stage4_concat13 | Concat | [32,928,7,7] | 477 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 408 | densenet0_stage4_batchnorm28_fwd | BatchNorm | [32,960,7,7] | 812 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 409 | densenet0_stage4_relu28_fwd | Activation | [32,960,7,7] | 547 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 410 | densenet0_stage4_conv28_fwd | Convolution | [32,960,7,7] | 26448 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 411 | densenet0_stage4_batchnorm29_fwd | BatchNorm | [32,128,7,7] | 185.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 412 | densenet0_stage4_relu29_fwd | Activation | [32,128,7,7] | 120.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 413 | densenet0_stage4_conv29_fwd | Convolution | [32,128,7,7] | 11031.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 414 | densenet0_stage4_concat14 | Concat | [32,960,7,7] | 482.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 415 | densenet0_stage4_batchnorm30_fwd | BatchNorm | [32,992,7,7] | 825.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 416 | densenet0_stage4_relu30_fwd | Activation | [32,992,7,7] | 571 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 417 | densenet0_stage4_conv30_fwd | Convolution | [32,992,7,7] | 27702.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 418 | densenet0_stage4_batchnorm31_fwd | BatchNorm | [32,128,7,7] | 187.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 419 | densenet0_stage4_relu31_fwd | Activation | [32,128,7,7] | 123 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 420 | densenet0_stage4_conv31_fwd | Convolution | [32,128,7,7] | 10977 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 421 | densenet0_stage4_concat15 | Concat | [32,992,7,7] | 578.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 422 | densenet0_batchnorm4_fwd | BatchNorm | [32,1024,7,7] | 878 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 423 | densenet0_relu4_fwd | Activation | [32,1024,7,7] | 583.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 424 | densenet0_pool4_fwd | Pooling | [32,1024,7,7] | 2118 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 425 | densenet0_flatten0_flatten0 | Flatten | [32,1024,1,1] | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| 426 | densenet0_dense0_fwd | FullyConnected | [32,1024] | 4880.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
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