Model: “sequential”

Layer (type)

Output shape

Param

Dense (Dense)

(None, 1, 50)

350

Conv1d (Conv1D)

(None, 1, 16)

2416

Batch normalization (BatchNo)

(None, 1, 16)

64

Activation (Activation)

(None, 1, 16)

0

Max_pooling1d (MaxPooling1D)

(None, 1, 16)

0

Dense_1 (Dense)

(None, 1, 16)

272

Lstm (LSTM)

(None, 256)

279,552

Dense_2 (Dense)

(None, 1)

257