Layer (type) | Output Shape | Param |
input_1 (InputLayer) | (None, 120) | 0 |
embedding_1 (Embedding) | (None, 120, 150) | 762,300 |
conv1d_1 (Conv1D) | (None, 120, 512) | 230,912 |
conv1d_2 (Conv1D) | (None, 120, 128) | 57,728 |
global_max_pooling1d_1(GlobalMaxPooling) | (None, 512) | 0 |
global_max_pooling1d_2(GlobalMaxPooling) | (None, 128) | 0 |
concatenate_1 (Concatenate) | (None, 640) | 0 |
dropout_1 (Dropout) | (None, 640) | 0 |
batch_normalization_1 (BatchNormalization) | (None, 640) | 2560 |
dropout_2 (Dropout) | (None, 640) | 0 |
dropout_3 (Dropout) | (None, 640) | 0 |
dense_1 (Dense) | (None, 6) | 3864 |