57 lines
2.1 KiB
Markdown
57 lines
2.1 KiB
Markdown
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## batchnorm
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```
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Input A 0 1 A 0 0 0
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MemoryData sub/y 0 1 sub/y 16 0 0
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BinaryOp sub 2 1 A sub/y sub 1
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MemoryData div/y 0 1 div/y 16 0 0
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BinaryOp div 2 1 sub div/y div 3
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MemoryData mul/y 0 1 mul/y 16 0 0
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BinaryOp mul 2 1 div mul/y mul 2
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MemoryData BiasAdd/bias 0 1 BiasAdd/bias 16 0 0
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BinaryOp BiasAdd 2 1 mul BiasAdd/bias BiasAdd 0
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```
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## convolution
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```
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Input A 0 1 A 0 0 0
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Convolution Conv2D 1 1 A Conv2D 10 3 1 1 0 0 270
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MemoryData biases/read 0 1 biases/read 10 0 0
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BinaryOp BiasAdd 2 1 Conv2D biases/read BiasAdd 0
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```
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## innerproduct
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```
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Input A 0 1 A 0 0 0
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MemoryData biases/read 0 1 biases/read 10 0 0
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InnerProduct MatMul 1 1 A MatMul 10 0 2560
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BinaryOp conv6 2 1 MatMul biases/read conv6 0
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```
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## leakyrelu
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```
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Input A 0 1 A 0 0 0
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Split splitncnn_0 1 2 A A_splitncnn_0 A_splitncnn_1
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MemoryData mul_1/x 0 1 mul_1/x 0 0 0
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BinaryOp mul_1 2 1 mul_1/x A_splitncnn_1 mul_1 2
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BinaryOp leaky 2 1 mul_1 A_splitncnn_0 leaky 4
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```
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## prelu
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```
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Input A 0 1 A 0 0 0
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Split splitncnn_0 1 2 A A_splitncnn_0 A_splitncnn_1
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MemoryData prelu/alpha 0 1 prelu/alpha 10 0 0
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ReLU prelu/Relu 1 1 A_splitncnn_1 prelu/Relu 0.000000
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UnaryOp prelu/Neg 1 1 A_splitncnn_0 prelu/Neg 1
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ReLU prelu/Relu_1 1 1 prelu/Neg prelu/Relu_1 0.000000
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UnaryOp prelu/Neg_1 1 1 prelu/Relu_1 prelu/Neg_1 1
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BinaryOp prelu/Mul 2 1 prelu/alpha prelu/Neg_1 prelu/Mul 2
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BinaryOp prelu/add 2 1 prelu/Relu prelu/Mul prelu/add 0
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```
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## softmax
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```
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Input A 0 1 A 0 0 0
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Split splitncnn_4 1 2 A A_splitncnn_0 A_splitncnn_1
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Reduction Max 1 1 A_splitncnn_1 Max 4 -2 1.000000
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BinaryOp sub 2 1 A_splitncnn_0 Max sub 1
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UnaryOp Exp 1 1 sub Exp 7
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Split splitncnn_5 1 2 Exp Exp_splitncnn_0 Exp_splitncnn_1
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Reduction Sum 1 1 Exp_splitncnn_1 Sum 0 -2 1.000000
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BinaryOp prob 2 1 Exp_splitncnn_0 Sum prob 3
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```
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