718c41634f
1.项目后端整体迁移至PaddleOCR-NCNN算法，已通过基本的兼容性测试 2.工程改为使用CMake组织，后续为了更好地兼容第三方库，不再提供QMake工程 3.重整权利声明文件，重整代码工程，确保最小化侵权风险 Log: 切换后端至PaddleOCR-NCNN，切换工程为CMake Change-Id: I4d5d2c5d37505a4a24b389b1a4c5d12f17bfa38c
57 lines
2.1 KiB
Markdown
57 lines
2.1 KiB
Markdown
## batchnorm
|
|
```
|
|
Input A 0 1 A 0 0 0
|
|
MemoryData sub/y 0 1 sub/y 16 0 0
|
|
BinaryOp sub 2 1 A sub/y sub 1
|
|
MemoryData div/y 0 1 div/y 16 0 0
|
|
BinaryOp div 2 1 sub div/y div 3
|
|
MemoryData mul/y 0 1 mul/y 16 0 0
|
|
BinaryOp mul 2 1 div mul/y mul 2
|
|
MemoryData BiasAdd/bias 0 1 BiasAdd/bias 16 0 0
|
|
BinaryOp BiasAdd 2 1 mul BiasAdd/bias BiasAdd 0
|
|
```
|
|
## convolution
|
|
```
|
|
Input A 0 1 A 0 0 0
|
|
Convolution Conv2D 1 1 A Conv2D 10 3 1 1 0 0 270
|
|
MemoryData biases/read 0 1 biases/read 10 0 0
|
|
BinaryOp BiasAdd 2 1 Conv2D biases/read BiasAdd 0
|
|
```
|
|
## innerproduct
|
|
```
|
|
Input A 0 1 A 0 0 0
|
|
MemoryData biases/read 0 1 biases/read 10 0 0
|
|
InnerProduct MatMul 1 1 A MatMul 10 0 2560
|
|
BinaryOp conv6 2 1 MatMul biases/read conv6 0
|
|
```
|
|
## leakyrelu
|
|
```
|
|
Input A 0 1 A 0 0 0
|
|
Split splitncnn_0 1 2 A A_splitncnn_0 A_splitncnn_1
|
|
MemoryData mul_1/x 0 1 mul_1/x 0 0 0
|
|
BinaryOp mul_1 2 1 mul_1/x A_splitncnn_1 mul_1 2
|
|
BinaryOp leaky 2 1 mul_1 A_splitncnn_0 leaky 4
|
|
```
|
|
## prelu
|
|
```
|
|
Input A 0 1 A 0 0 0
|
|
Split splitncnn_0 1 2 A A_splitncnn_0 A_splitncnn_1
|
|
MemoryData prelu/alpha 0 1 prelu/alpha 10 0 0
|
|
ReLU prelu/Relu 1 1 A_splitncnn_1 prelu/Relu 0.000000
|
|
UnaryOp prelu/Neg 1 1 A_splitncnn_0 prelu/Neg 1
|
|
ReLU prelu/Relu_1 1 1 prelu/Neg prelu/Relu_1 0.000000
|
|
UnaryOp prelu/Neg_1 1 1 prelu/Relu_1 prelu/Neg_1 1
|
|
BinaryOp prelu/Mul 2 1 prelu/alpha prelu/Neg_1 prelu/Mul 2
|
|
BinaryOp prelu/add 2 1 prelu/Relu prelu/Mul prelu/add 0
|
|
```
|
|
## softmax
|
|
```
|
|
Input A 0 1 A 0 0 0
|
|
Split splitncnn_4 1 2 A A_splitncnn_0 A_splitncnn_1
|
|
Reduction Max 1 1 A_splitncnn_1 Max 4 -2 1.000000
|
|
BinaryOp sub 2 1 A_splitncnn_0 Max sub 1
|
|
UnaryOp Exp 1 1 sub Exp 7
|
|
Split splitncnn_5 1 2 Exp Exp_splitncnn_0 Exp_splitncnn_1
|
|
Reduction Sum 1 1 Exp_splitncnn_1 Sum 0 -2 1.000000
|
|
BinaryOp prob 2 1 Exp_splitncnn_0 Sum prob 3
|
|
``` |