model = getModel() model.summary() earlyStopping = EarlyStopping(monitor='val_loss', patience=1000, verbose=0, mode='min') model.fit(Xtr_more, Ytr_more, batch_size=32, epochs=50, verbose=0, callbacks=[earlyStopping], validation_split=0.25)