ncnn

Форк
0
/
resnet18_int8.param 
52 строки · 6.0 Кб
1
7767517
2
50 58
3
Input                    data                     0 1 data 0=224 1=224 2=3
4
Convolution              conv1                    1 1 data conv1_conv1_relu 0=64 1=7 3=2 4=3 5=1 6=9408 8=2 9=1
5
Pooling                  pool1                    1 1 conv1_conv1_relu pool1 1=3 2=2
6
Split                    splitncnn_0              1 2 pool1 pool1_splitncnn_0 pool1_splitncnn_1
7
Convolution              res2a_branch1            1 1 pool1_splitncnn_1 res2a_branch1_scale2a_branch1 0=64 1=1 5=1 6=4096 8=2
8
Convolution              res2a_branch2a           1 1 pool1_splitncnn_0 res2a_branch2a_res2a_branch2a_relu 0=64 1=3 4=1 5=1 6=36864 8=102 9=1
9
Convolution              res2a_branch2b           1 1 res2a_branch2a_res2a_branch2a_relu res2a_branch2b_scale2a_branch2b 0=64 1=3 4=1 5=1 6=36864 8=2
10
Eltwise                  res2a                    2 1 res2a_branch1_scale2a_branch1 res2a_branch2b_scale2a_branch2b res2a 0=1
11
ReLU                     res2a_relu               1 1 res2a res2a_res2a_relu
12
Split                    splitncnn_1              1 2 res2a_res2a_relu res2a_res2a_relu_splitncnn_0 res2a_res2a_relu_splitncnn_1
13
Convolution              res2b_branch2a           1 1 res2a_res2a_relu_splitncnn_1 res2b_branch2a_res2b_branch2a_relu 0=64 1=3 4=1 5=1 6=36864 8=102 9=1
14
Convolution              res2b_branch2b           1 1 res2b_branch2a_res2b_branch2a_relu res2b_branch2b_scale2b_branch2b 0=64 1=3 4=1 5=1 6=36864 8=2
15
Eltwise                  res2b                    2 1 res2a_res2a_relu_splitncnn_0 res2b_branch2b_scale2b_branch2b res2b 0=1
16
ReLU                     res2b_relu               1 1 res2b res2b_res2b_relu
17
Split                    splitncnn_2              1 2 res2b_res2b_relu res2b_res2b_relu_splitncnn_0 res2b_res2b_relu_splitncnn_1
18
Convolution              res3a_branch1            1 1 res2b_res2b_relu_splitncnn_1 res3a_branch1_scale3a_branch1 0=128 1=1 3=2 5=1 6=8192 8=2
19
Convolution              res3a_branch2a           1 1 res2b_res2b_relu_splitncnn_0 res3a_branch2a_res3a_branch2a_relu 0=128 1=3 3=2 4=1 5=1 6=73728 8=102 9=1
20
Convolution              res3a_branch2b           1 1 res3a_branch2a_res3a_branch2a_relu res3a_branch2b_scale3a_branch2b 0=128 1=3 4=1 5=1 6=147456 8=2
21
Eltwise                  res3a                    2 1 res3a_branch1_scale3a_branch1 res3a_branch2b_scale3a_branch2b res3a 0=1
22
ReLU                     res3a_relu               1 1 res3a res3a_res3a_relu
23
Split                    splitncnn_3              1 2 res3a_res3a_relu res3a_res3a_relu_splitncnn_0 res3a_res3a_relu_splitncnn_1
24
Convolution              res3b_branch2a           1 1 res3a_res3a_relu_splitncnn_1 res3b_branch2a_res3b_branch2a_relu 0=128 1=3 4=1 5=1 6=147456 8=102 9=1
25
Convolution              res3b_branch2b           1 1 res3b_branch2a_res3b_branch2a_relu res3b_branch2b_scale3b_branch2b 0=128 1=3 4=1 5=1 6=147456 8=2
26
Eltwise                  res3b                    2 1 res3a_res3a_relu_splitncnn_0 res3b_branch2b_scale3b_branch2b res3b 0=1
27
ReLU                     res3b_relu               1 1 res3b res3b_res3b_relu
28
Split                    splitncnn_4              1 2 res3b_res3b_relu res3b_res3b_relu_splitncnn_0 res3b_res3b_relu_splitncnn_1
29
Convolution              res4a_branch1            1 1 res3b_res3b_relu_splitncnn_1 res4a_branch1_scale4a_branch1 0=256 1=1 3=2 5=1 6=32768 8=2
30
Convolution              res4a_branch2a           1 1 res3b_res3b_relu_splitncnn_0 res4a_branch2a_res4a_branch2a_relu 0=256 1=3 3=2 4=1 5=1 6=294912 8=102 9=1
31
Convolution              res4a_branch2b           1 1 res4a_branch2a_res4a_branch2a_relu res4a_branch2b_scale4a_branch2b 0=256 1=3 4=1 5=1 6=589824 8=2
32
Eltwise                  res4a                    2 1 res4a_branch1_scale4a_branch1 res4a_branch2b_scale4a_branch2b res4a 0=1
33
ReLU                     res4a_relu               1 1 res4a res4a_res4a_relu
34
Split                    splitncnn_5              1 2 res4a_res4a_relu res4a_res4a_relu_splitncnn_0 res4a_res4a_relu_splitncnn_1
35
Convolution              res4b_branch2a           1 1 res4a_res4a_relu_splitncnn_1 res4b_branch2a_res4b_branch2a_relu 0=256 1=3 4=1 5=1 6=589824 8=102 9=1
36
Convolution              res4b_branch2b           1 1 res4b_branch2a_res4b_branch2a_relu res4b_branch2b_scale4b_branch2b 0=256 1=3 4=1 5=1 6=589824 8=2
37
Eltwise                  res4b                    2 1 res4a_res4a_relu_splitncnn_0 res4b_branch2b_scale4b_branch2b res4b 0=1
38
ReLU                     res4b_relu               1 1 res4b res4b_res4b_relu
39
Split                    splitncnn_6              1 2 res4b_res4b_relu res4b_res4b_relu_splitncnn_0 res4b_res4b_relu_splitncnn_1
40
Convolution              res5a_branch1            1 1 res4b_res4b_relu_splitncnn_1 res5a_branch1_scale5a_branch1 0=512 1=1 3=2 5=1 6=131072 8=2
41
Convolution              res5a_branch2a           1 1 res4b_res4b_relu_splitncnn_0 res5a_branch2a_res5a_branch2a_relu 0=512 1=3 3=2 4=1 5=1 6=1179648 8=102 9=1
42
Convolution              res5a_branch2b           1 1 res5a_branch2a_res5a_branch2a_relu res5a_branch2b_scale5a_branch2b 0=512 1=3 4=1 5=1 6=2359296 8=2
43
Eltwise                  res5a                    2 1 res5a_branch1_scale5a_branch1 res5a_branch2b_scale5a_branch2b res5a 0=1
44
ReLU                     res5a_relu               1 1 res5a res5a_res5a_relu
45
Split                    splitncnn_7              1 2 res5a_res5a_relu res5a_res5a_relu_splitncnn_0 res5a_res5a_relu_splitncnn_1
46
Convolution              res5b_branch2a           1 1 res5a_res5a_relu_splitncnn_1 res5b_branch2a_res5b_branch2a_relu 0=512 1=3 4=1 5=1 6=2359296 8=102 9=1
47
Convolution              res5b_branch2b           1 1 res5b_branch2a_res5b_branch2a_relu res5b_branch2b_scale5b_branch2b 0=512 1=3 4=1 5=1 6=2359296 8=2
48
Eltwise                  res5b                    2 1 res5a_res5a_relu_splitncnn_0 res5b_branch2b_scale5b_branch2b res5b 0=1
49
ReLU                     res5b_relu               1 1 res5b res5b_res5b_relu
50
Pooling                  pool5                    1 1 res5b_res5b_relu pool5 0=1 1=7
51
InnerProduct             fc1000                   1 1 pool5 fc1000 0=1000 1=1 2=512000
52
Softmax                  prob                     1 1 fc1000 output
53

Использование cookies

Мы используем файлы cookie в соответствии с Политикой конфиденциальности и Политикой использования cookies.

Нажимая кнопку «Принимаю», Вы даете АО «СберТех» согласие на обработку Ваших персональных данных в целях совершенствования нашего веб-сайта и Сервиса GitVerse, а также повышения удобства их использования.

Запретить использование cookies Вы можете самостоятельно в настройках Вашего браузера.