Revise the Model to overcome Overfitting Problem in 1D Convolution Neural Network

Question

model = Sequential()

train_input = train_input.reshape(train_input.shape[0], 9, 1).astype(\'float32\')
val_input = val_input.reshape(val_input.shape[0], 9, 1).astyp