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