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 |
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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 | mobilenet3_conv0_fwd | Convolution | [64,3,224,224] | 118610.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
1 | mobilenet3_batchnorm0_fwd | BatchNorm | [64,8,112,112] | 11973 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
2 | mobilenet3_relu0_fwd | Activation | [64,8,112,112] | 2554.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
3 | mobilenet3_conv1_fwd | Convolution | [64,8,112,112] | 91844.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
4 | mobilenet3_batchnorm1_fwd | BatchNorm | [64,8,112,112] | 11732.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
5 | mobilenet3_relu1_fwd | Activation | [64,8,112,112] | 2533.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
6 | mobilenet3_conv2_fwd | Convolution | [64,8,112,112] | 54663.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
7 | mobilenet3_batchnorm2_fwd | BatchNorm | [64,16,112,112] | 5358.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
8 | mobilenet3_relu2_fwd | Activation | [64,16,112,112] | 5015 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
9 | mobilenet3_conv3_fwd | Convolution | [64,16,112,112] | 49614 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
10 | mobilenet3_batchnorm3_fwd | BatchNorm | [64,16,56,56] | 1235.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
11 | mobilenet3_relu3_fwd | Activation | [64,16,56,56] | 1327.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
12 | mobilenet3_conv4_fwd | Convolution | [64,16,56,56] | 60592 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
13 | mobilenet3_batchnorm4_fwd | BatchNorm | [64,32,56,56] | 2232.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
14 | mobilenet3_relu4_fwd | Activation | [64,32,56,56] | 2552.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
15 | mobilenet3_conv5_fwd | Convolution | [64,32,56,56] | 92939.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
16 | mobilenet3_batchnorm5_fwd | BatchNorm | [64,32,56,56] | 2362.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
17 | mobilenet3_relu5_fwd | Activation | [64,32,56,56] | 2145.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
18 | mobilenet3_conv6_fwd | Convolution | [64,32,56,56] | 102608.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
19 | mobilenet3_batchnorm6_fwd | BatchNorm | [64,32,56,56] | 1993.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
20 | mobilenet3_relu6_fwd | Activation | [64,32,56,56] | 1858.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
21 | mobilenet3_conv7_fwd | Convolution | [64,32,56,56] | 24532 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
22 | mobilenet3_batchnorm7_fwd | BatchNorm | [64,32,28,28] | 463 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
23 | mobilenet3_relu7_fwd | Activation | [64,32,28,28] | 608 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
24 | mobilenet3_conv8_fwd | Convolution | [64,32,28,28] | 24191.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
25 | mobilenet3_batchnorm8_fwd | BatchNorm | [64,64,28,28] | 960.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
26 | mobilenet3_relu8_fwd | Activation | [64,64,28,28] | 1321.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
27 | mobilenet3_conv9_fwd | Convolution | [64,64,28,28] | 47794 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
28 | mobilenet3_batchnorm9_fwd | BatchNorm | [64,64,28,28] | 903 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
29 | mobilenet3_relu9_fwd | Activation | [64,64,28,28] | 1324.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
30 | mobilenet3_conv10_fwd | Convolution | [64,64,28,28] | 27893.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
31 | mobilenet3_batchnorm10_fwd | BatchNorm | [64,64,28,28] | 925.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
32 | mobilenet3_relu10_fwd | Activation | [64,64,28,28] | 1324.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
33 | mobilenet3_conv11_fwd | Convolution | [64,64,28,28] | 13536.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
34 | mobilenet3_batchnorm11_fwd | BatchNorm | [64,64,14,14] | 426 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
35 | mobilenet3_relu11_fwd | Activation | [64,64,14,14] | 360.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
36 | mobilenet3_conv12_fwd | Convolution | [64,64,14,14] | 13747 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
37 | mobilenet3_batchnorm12_fwd | BatchNorm | [64,128,14,14] | 705.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
38 | mobilenet3_relu12_fwd | Activation | [64,128,14,14] | 674.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
39 | mobilenet3_conv13_fwd | Convolution | [64,128,14,14] | 26272.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
40 | mobilenet3_batchnorm13_fwd | BatchNorm | [64,128,14,14] | 692.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
41 | mobilenet3_relu13_fwd | Activation | [64,128,14,14] | 677 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
42 | mobilenet3_conv14_fwd | Convolution | [64,128,14,14] | 27183.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
43 | mobilenet3_batchnorm14_fwd | BatchNorm | [64,128,14,14] | 705 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
44 | mobilenet3_relu14_fwd | Activation | [64,128,14,14] | 679 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
45 | mobilenet3_conv15_fwd | Convolution | [64,128,14,14] | 26323.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
46 | mobilenet3_batchnorm15_fwd | BatchNorm | [64,128,14,14] | 695.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
47 | mobilenet3_relu15_fwd | Activation | [64,128,14,14] | 679.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
48 | mobilenet3_conv16_fwd | Convolution | [64,128,14,14] | 27165 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
49 | mobilenet3_batchnorm16_fwd | BatchNorm | [64,128,14,14] | 714 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
50 | mobilenet3_relu16_fwd | Activation | [64,128,14,14] | 680 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
51 | mobilenet3_conv17_fwd | Convolution | [64,128,14,14] | 26264.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
52 | mobilenet3_batchnorm17_fwd | BatchNorm | [64,128,14,14] | 697 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
53 | mobilenet3_relu17_fwd | Activation | [64,128,14,14] | 682 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
54 | mobilenet3_conv18_fwd | Convolution | [64,128,14,14] | 27239 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
55 | mobilenet3_batchnorm18_fwd | BatchNorm | [64,128,14,14] | 712 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
56 | mobilenet3_relu18_fwd | Activation | [64,128,14,14] | 680.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
57 | mobilenet3_conv19_fwd | Convolution | [64,128,14,14] | 26368.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
58 | mobilenet3_batchnorm19_fwd | BatchNorm | [64,128,14,14] | 703.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
59 | mobilenet3_relu19_fwd | Activation | [64,128,14,14] | 679 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
60 | mobilenet3_conv20_fwd | Convolution | [64,128,14,14] | 27216.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
61 | mobilenet3_batchnorm20_fwd | BatchNorm | [64,128,14,14] | 715 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
62 | mobilenet3_relu20_fwd | Activation | [64,128,14,14] | 679.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
63 | mobilenet3_conv21_fwd | Convolution | [64,128,14,14] | 26228.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
64 | mobilenet3_batchnorm21_fwd | BatchNorm | [64,128,14,14] | 698.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
65 | mobilenet3_relu21_fwd | Activation | [64,128,14,14] | 682.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
66 | mobilenet3_conv22_fwd | Convolution | [64,128,14,14] | 27212 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
67 | mobilenet3_batchnorm22_fwd | BatchNorm | [64,128,14,14] | 721 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
68 | mobilenet3_relu22_fwd | Activation | [64,128,14,14] | 674 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
69 | mobilenet3_conv23_fwd | Convolution | [64,128,14,14] | 8662.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
70 | mobilenet3_batchnorm23_fwd | BatchNorm | [64,128,7,7] | 461 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
71 | mobilenet3_relu23_fwd | Activation | [64,128,7,7] | 210 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
72 | mobilenet3_conv24_fwd | Convolution | [64,128,7,7] | 14104.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
73 | mobilenet3_batchnorm24_fwd | BatchNorm | [64,256,7,7] | 453.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
74 | mobilenet3_relu24_fwd | Activation | [64,256,7,7] | 366.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
75 | mobilenet3_conv25_fwd | Convolution | [64,256,7,7] | 16848.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
76 | mobilenet3_batchnorm25_fwd | BatchNorm | [64,256,7,7] | 455.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
77 | mobilenet3_relu25_fwd | Activation | [64,256,7,7] | 365 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
78 | mobilenet3_conv26_fwd | Convolution | [64,256,7,7] | 27897.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
79 | mobilenet3_batchnorm26_fwd | BatchNorm | [64,256,7,7] | 460 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
80 | mobilenet3_relu26_fwd | Activation | [64,256,7,7] | 365.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
81 | mobilenet3_pool0_fwd | Pooling | [64,256,7,7] | 1089.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
82 | mobilenet3_flatten0_flatten0 | Flatten | [64,256,1,1] | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
83 | mobilenet3_dense0_fwd | FullyConnected | [64,256] | 2188 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Showing 1 to 84 of 84 entries