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2021-05-04 16:32:38
Train on 12000 samples, validate on 10000 samples
2021-05-04 16:32:41
Epoch 1/6
2021-05-04 16:32:41
WARNING:tensorflow:Large dropout rate: 0.7 (>0.5). In TensorFlow 2.x, dropout() uses dropout rate instead of keep_prob. Please ensure that this is intended.
2021-05-04 16:32:43
12000/12000 [==============================] - 2s 180us/sample - loss: 0.8840 - accuracy: 0.7056 - val_loss: 0.2318 - val_accuracy: 0.9356
2021-05-04 16:32:43
Epoch 2/6
2021-05-04 16:32:43
12000/12000 [==============================] - 2s 155us/sample - loss: 0.3363 - accuracy: 0.8955 - val_loss: 0.1639 - val_accuracy: 0.9528
2021-05-04 16:32:43
Epoch 3/6
2021-05-04 16:32:45
12000/12000 [==============================] - 2s 147us/sample - loss: 0.2499 - accuracy: 0.9250 - val_loss: 0.1265 - val_accuracy: 0.9616
2021-05-04 16:32:45
Epoch 4/6
2021-05-04 16:32:47
12000/12000 [==============================] - 2s 151us/sample - loss: 0.2170 - accuracy: 0.9342 - val_loss: 0.1051 - val_accuracy: 0.9692
2021-05-04 16:32:47
Epoch 5/6
2021-05-04 16:32:50
12000/12000 [==============================] - 2s 148us/sample - loss: 0.1974 - accuracy: 0.9409 - val_loss: 0.1002 - val_accuracy: 0.9703
2021-05-04 16:32:50
Epoch 6/6
2021-05-04 16:32:50
12000/12000 [==============================] - 2s 145us/sample - loss: 0.1726 - accuracy: 0.9474 - val_loss: 0.0895 - val_accuracy: 0.9735