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 | mobilenet1_conv0_fwd | Convolution | [64,3,224,224] | 286915 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
1 | mobilenet1_batchnorm0_fwd | BatchNorm | [64,24,112,112] | 24058.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
2 | mobilenet1_relu0_fwd | Activation | [64,24,112,112] | 4077.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
3 | mobilenet1_conv1_fwd | Convolution | [64,24,112,112] | 277431.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
4 | mobilenet1_batchnorm1_fwd | BatchNorm | [64,24,112,112] | 24028 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
5 | mobilenet1_relu1_fwd | Activation | [64,24,112,112] | 4058.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
6 | mobilenet1_conv2_fwd | Convolution | [64,24,112,112] | 220314 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
7 | mobilenet1_batchnorm2_fwd | BatchNorm | [64,48,112,112] | 10348.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
8 | mobilenet1_relu2_fwd | Activation | [64,48,112,112] | 8108.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
9 | mobilenet1_conv3_fwd | Convolution | [64,48,112,112] | 152088.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
10 | mobilenet1_batchnorm3_fwd | BatchNorm | [64,48,56,56] | 2571.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
11 | mobilenet1_relu3_fwd | Activation | [64,48,56,56] | 2051.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
12 | mobilenet1_conv4_fwd | Convolution | [64,48,56,56] | 110443.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
13 | mobilenet1_batchnorm4_fwd | BatchNorm | [64,96,56,56] | 5226 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
14 | mobilenet1_relu4_fwd | Activation | [64,96,56,56] | 4088 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
15 | mobilenet1_conv5_fwd | Convolution | [64,96,56,56] | 280065.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
16 | mobilenet1_batchnorm5_fwd | BatchNorm | [64,96,56,56] | 5242 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
17 | mobilenet1_relu5_fwd | Activation | [64,96,56,56] | 4096.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
18 | mobilenet1_conv6_fwd | Convolution | [64,96,56,56] | 218011.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
19 | mobilenet1_batchnorm6_fwd | BatchNorm | [64,96,56,56] | 5143 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
20 | mobilenet1_relu6_fwd | Activation | [64,96,56,56] | 4125.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
21 | mobilenet1_conv7_fwd | Convolution | [64,96,56,56] | 77674.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
22 | mobilenet1_batchnorm7_fwd | BatchNorm | [64,96,28,28] | 1325.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
23 | mobilenet1_relu7_fwd | Activation | [64,96,28,28] | 1045 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
24 | mobilenet1_conv8_fwd | Convolution | [64,96,28,28] | 100320 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
25 | mobilenet1_batchnorm8_fwd | BatchNorm | [64,192,28,28] | 2702 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
26 | mobilenet1_relu8_fwd | Activation | [64,192,28,28] | 2092 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
27 | mobilenet1_conv9_fwd | Convolution | [64,192,28,28] | 143253 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
28 | mobilenet1_batchnorm9_fwd | BatchNorm | [64,192,28,28] | 2714.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
29 | mobilenet1_relu9_fwd | Activation | [64,192,28,28] | 2127 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
30 | mobilenet1_conv10_fwd | Convolution | [64,192,28,28] | 199757.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
31 | mobilenet1_batchnorm10_fwd | BatchNorm | [64,192,28,28] | 2600.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
32 | mobilenet1_relu10_fwd | Activation | [64,192,28,28] | 2089 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
33 | mobilenet1_conv11_fwd | Convolution | [64,192,28,28] | 40900.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
34 | mobilenet1_batchnorm11_fwd | BatchNorm | [64,192,14,14] | 1694.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
35 | mobilenet1_relu11_fwd | Activation | [64,192,14,14] | 546.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
36 | mobilenet1_conv12_fwd | Convolution | [64,192,14,14] | 99048.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
37 | mobilenet1_batchnorm12_fwd | BatchNorm | [64,384,14,14] | 2821.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
38 | mobilenet1_relu12_fwd | Activation | [64,384,14,14] | 1026.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
39 | mobilenet1_conv13_fwd | Convolution | [64,384,14,14] | 78795 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
40 | mobilenet1_batchnorm13_fwd | BatchNorm | [64,384,14,14] | 2478.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
41 | mobilenet1_relu13_fwd | Activation | [64,384,14,14] | 1039.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
42 | mobilenet1_conv14_fwd | Convolution | [64,384,14,14] | 198316 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
43 | mobilenet1_batchnorm14_fwd | BatchNorm | [64,384,14,14] | 2919 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
44 | mobilenet1_relu14_fwd | Activation | [64,384,14,14] | 1028.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
45 | mobilenet1_conv15_fwd | Convolution | [64,384,14,14] | 78629.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
46 | mobilenet1_batchnorm15_fwd | BatchNorm | [64,384,14,14] | 2552.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
47 | mobilenet1_relu15_fwd | Activation | [64,384,14,14] | 1030 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
48 | mobilenet1_conv16_fwd | Convolution | [64,384,14,14] | 198565.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
49 | mobilenet1_batchnorm16_fwd | BatchNorm | [64,384,14,14] | 2710.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
50 | mobilenet1_relu16_fwd | Activation | [64,384,14,14] | 1032 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
51 | mobilenet1_conv17_fwd | Convolution | [64,384,14,14] | 78617.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
52 | mobilenet1_batchnorm17_fwd | BatchNorm | [64,384,14,14] | 2419.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
53 | mobilenet1_relu17_fwd | Activation | [64,384,14,14] | 1052 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
54 | mobilenet1_conv18_fwd | Convolution | [64,384,14,14] | 198589.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
55 | mobilenet1_batchnorm18_fwd | BatchNorm | [64,384,14,14] | 2844 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
56 | mobilenet1_relu18_fwd | Activation | [64,384,14,14] | 1043.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
57 | mobilenet1_conv19_fwd | Convolution | [64,384,14,14] | 78704 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
58 | mobilenet1_batchnorm19_fwd | BatchNorm | [64,384,14,14] | 2464 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
59 | mobilenet1_relu19_fwd | Activation | [64,384,14,14] | 1031 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
60 | mobilenet1_conv20_fwd | Convolution | [64,384,14,14] | 198258 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
61 | mobilenet1_batchnorm20_fwd | BatchNorm | [64,384,14,14] | 2718.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
62 | mobilenet1_relu20_fwd | Activation | [64,384,14,14] | 1044.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
63 | mobilenet1_conv21_fwd | Convolution | [64,384,14,14] | 78665.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
64 | mobilenet1_batchnorm21_fwd | BatchNorm | [64,384,14,14] | 2601.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
65 | mobilenet1_relu21_fwd | Activation | [64,384,14,14] | 1047 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
66 | mobilenet1_conv22_fwd | Convolution | [64,384,14,14] | 198255.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
67 | mobilenet1_batchnorm22_fwd | BatchNorm | [64,384,14,14] | 3027.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
68 | mobilenet1_relu22_fwd | Activation | [64,384,14,14] | 1038 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
69 | mobilenet1_conv23_fwd | Convolution | [64,384,14,14] | 26005.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
70 | mobilenet1_batchnorm23_fwd | BatchNorm | [64,384,7,7] | 1232.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
71 | mobilenet1_relu23_fwd | Activation | [64,384,7,7] | 299.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
72 | mobilenet1_conv24_fwd | Convolution | [64,384,7,7] | 121935.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
73 | mobilenet1_batchnorm24_fwd | BatchNorm | [64,768,7,7] | 1943 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
74 | mobilenet1_relu24_fwd | Activation | [64,768,7,7] | 526.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
75 | mobilenet1_conv25_fwd | Convolution | [64,768,7,7] | 50480.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
76 | mobilenet1_batchnorm25_fwd | BatchNorm | [64,768,7,7] | 1235.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
77 | mobilenet1_relu25_fwd | Activation | [64,768,7,7] | 525.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
78 | mobilenet1_conv26_fwd | Convolution | [64,768,7,7] | 249793.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
79 | mobilenet1_batchnorm26_fwd | BatchNorm | [64,768,7,7] | 1430 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
80 | mobilenet1_relu26_fwd | Activation | [64,768,7,7] | 524 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
81 | mobilenet1_pool0_fwd | Pooling | [64,768,7,7] | 3168.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
82 | mobilenet1_flatten0_flatten0 | Flatten | [64,768,1,1] | 4.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
83 | mobilenet1_dense0_fwd | FullyConnected | [64,768] | 6163.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Showing 1 to 84 of 84 entries