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conv_highway_model.txt
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____________________________________________________________________________________________________
Layer (type) Output Shape Param # Connected to
====================================================================================================
reshape_1 (Reshape) (None, 1, 28, 28) 0 reshape_input_1[0][0]
____________________________________________________________________________________________________
dropout_1 (Dropout) (None, 1, 28, 28) 0 reshape_1[0][0]
____________________________________________________________________________________________________
convolution2d_1 (Convolution2D) (None, 32, 24, 24) 832 dropout_1[0][0]
____________________________________________________________________________________________________
conv2dhighway_2 (Conv2DHighway) (None, 32, 24, 24) 18496 convolution2d_1[0][0]
____________________________________________________________________________________________________
conv2dhighway_3 (Conv2DHighway) (None, 32, 24, 24) 18496 conv2dhighway_2[0][0]
____________________________________________________________________________________________________
maxpooling2d_1 (MaxPooling2D) (None, 32, 12, 12) 0 conv2dhighway_3[0][0]
____________________________________________________________________________________________________
dropout_2 (Dropout) (None, 32, 12, 12) 0 maxpooling2d_1[0][0]
____________________________________________________________________________________________________
conv2dhighway_4 (Conv2DHighway) (None, 32, 12, 12) 18496 dropout_2[0][0]
____________________________________________________________________________________________________
conv2dhighway_5 (Conv2DHighway) (None, 32, 12, 12) 18496 conv2dhighway_4[0][0]
____________________________________________________________________________________________________
conv2dhighway_6 (Conv2DHighway) (None, 32, 12, 12) 18496 conv2dhighway_5[0][0]
____________________________________________________________________________________________________
maxpooling2d_2 (MaxPooling2D) (None, 32, 6, 6) 0 conv2dhighway_6[0][0]
____________________________________________________________________________________________________
dropout_3 (Dropout) (None, 32, 6, 6) 0 maxpooling2d_2[0][0]
____________________________________________________________________________________________________
conv2dhighway_7 (Conv2DHighway) (None, 32, 6, 6) 18496 dropout_3[0][0]
____________________________________________________________________________________________________
conv2dhighway_8 (Conv2DHighway) (None, 32, 6, 6) 18496 conv2dhighway_7[0][0]
____________________________________________________________________________________________________
conv2dhighway_9 (Conv2DHighway) (None, 32, 6, 6) 18496 conv2dhighway_8[0][0]
____________________________________________________________________________________________________
maxpooling2d_3 (MaxPooling2D) (None, 32, 3, 3) 0 conv2dhighway_9[0][0]
____________________________________________________________________________________________________
dropout_4 (Dropout) (None, 32, 3, 3) 0 maxpooling2d_3[0][0]
____________________________________________________________________________________________________
flatten_1 (Flatten) (None, 288) 0 dropout_4[0][0]
____________________________________________________________________________________________________
dense_1 (Dense) (None, 10) 2890 flatten_1[0][0]
====================================================================================================
Total params: 151690
____________________________________________________________________________________________________