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nn.txt
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OPERATION DATA DIMENSIONS
Input ##### 161 101 1
Conv2D \|/ -------------------
ReLU ##### 161 101 64
BatchNormalization μ|σ -------------------
##### 161 101 64
MaxPooling2D Y max -------------------
##### 80 50 64
Conv2D \|/ -------------------
ReLU ##### 80 50 64
BatchNormalization μ|σ -------------------
##### 80 50 64
MaxPooling2D Y max -------------------
##### 40 25 64
Conv2D \|/ -------------------
ReLU ##### 40 25 128
BatchNormalization μ|σ -------------------
##### 40 25 128
MaxPooling2D Y max -------------------
##### 20 12 128
Conv2D \|/ -------------------
ReLU ##### 20 12 128
BatchNormalization μ|σ -------------------
##### 20 12 128
MaxPooling2D Y max -------------------
##### 10 6 128
Conv2D \|/ -------------------
ReLU ##### 10 6 128
BatchNormalization μ|σ -------------------
##### 10 6 128
MaxPooling2D Y max -------------------
##### 5 3 128
Conv2D \|/ -------------------
ReLU ##### 5 3 256
BatchNormalization μ|σ -------------------
##### 5 3 256
MaxPooling2D Y max -------------------
##### 2 1 256
Flatten ||||| -------------------
##### 512
FullyConnected XXXXX -------------------
##### 256
BatchNormalization μ|σ -------------------
ReLU ##### 256
Dropout | || -------------------
##### 256
FullyConnected XXXXX -------------------
##### 128
BatchNormalization μ|σ -------------------
ReLU ##### 128
FullyConnected XXXXX -------------------
##### 64
BatchNormalization μ|σ -------------------
ReLU ##### 64
FullyConnected XXXXX -------------------
LogSoftmax ##### 30