| ## 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 | |
| ``` |