Layers | Parameters | Output |
---|---|---|
Adaptive embedding | 32 | [None, 41, 8] |
Bi-directional LSTM | 720 | [None, 41,12] |
Multi-Scale CNN_3 | 333 | [None, 39, 9] |
Multi-Scale CNN_5 | 549 | [None, 37, 9] |
Multi-Scale CNN_7 | 765 | [None, 35, 9] |
Dropout_3 | 0 | [None, 39, 9] |
Dropout_5 | 0 | [None, 37, 9] |
Dropout_7 | 0 | [None, 35, 9] |
Concat | 0 | [None,111, 9] |
Flatten | 0 | [None, 999] |
Dense(27) | 27,000 | [None, 27] |
Dropout | 0 | [None, 27] |
Dense(9) | 252 | [None, 9] |
Dense(1) | 10 | [None, 1] |