____________________________________________________________________________________________________
Layer (type) Output Shape Param # Connected to
====================================================================================================
convolution2d_1 (Convolution2D) (None, 28, 28, 32) 320 convolution2d_input_1[0][0]
____________________________________________________________________________________________________
maxpooling2d_1 (MaxPooling2D) (None, 14, 14, 32) 0 convolution2d_1[0][0]
____________________________________________________________________________________________________
convolution2d_2 (Convolution2D) (None, 14, 14, 64) 18496 maxpooling2d_1[0][0]
____________________________________________________________________________________________________
maxpooling2d_2 (MaxPooling2D) (None, 7, 7, 64) 0 convolution2d_2[0][0]
____________________________________________________________________________________________________
convolution2d_3 (Convolution2D) (None, 7, 7, 128) 73856 maxpooling2d_2[0][0]
____________________________________________________________________________________________________
maxpooling2d_3 (MaxPooling2D) (None, 3, 3, 128) 0 convolution2d_3[0][0]
____________________________________________________________________________________________________
flatten_1 (Flatten) (None, 1152) 0 maxpooling2d_3[0][0]
____________________________________________________________________________________________________
reshape_1 (Reshape) (None, 1, 1152) 0 flatten_1[0][0]
____________________________________________________________________________________________________
lstm_1 (LSTM) (None, 100) 501200 reshape_1[0][0]
____________________________________________________________________________________________________
dense_1 (Dense) (None, 1) 101 lstm_1[0][0]
====================================================================================================
Total params: 593,973
Trainable params: 593,973
Non-trainable params: 0
____________________________________________________________________________________________________