다음은 조기 종료를 적용한 모델 훈련 결과입니다.
Epoch 1/300
624/625 [============================>.] - ETA: 0s - loss: 0.0029 - accuracy: 0.9994INFO:tensorflow:Assets written to: training_1\cp.ckpt\assets
625/625 [==============================] - 34s 54ms/step - loss: 0.0029 - accuracy: 0.9995 - val_loss: 2.8124 - val_accuracy: 0.8792
Epoch 2/300
625/625 [==============================] - 32s 52ms/step - loss: 0.0033 - accuracy: 0.9994 - val_loss: 2.9206 - val_accuracy: 0.8786
...(중간 생략)...
Epoch 82/300
625/625 [==============================] - 40s 64ms/step - loss: 9.3635e-04 - accuracy: 0.9997 - val_loss: 2.0407 - val_accuracy: 0.8808
Epoch 83/300
625/625 [==============================] - 41s 65ms/step - loss: 9.7220e-04 - accuracy: 0.9998 - val_loss: 1.7107 - val_accuracy: 0.8850
<tensorflow.python.keras.callbacks.History at 0x262814fccf8>
조기 종료를 적용한 결과 300 에포크를 모두 수행하지 않고 83번째에서 중단되었습니다.