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@Akash-Rawat

Akash-Rawat/Fit()

Created July 28, 2021 18:24
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Fit()
history = neuralnetwork_cnn.fit_generator(
generator=train_images, validation_data=test_images,
callbacks=[es, ckpt, rlp], epochs = 50,
)
Epoch 00027: ReduceLROnPlateau reducing learning rate to 1.0000000656873453e-06.
261/261 [==============================] - 8s 30ms/step - loss: 0.0076 - acc: 0.9996 - val_loss: 0.0074 - val_acc: 0.9998
Epoch 28/50
261/261 [==============================] - ETA: 0s - loss: 0.0074 - acc: 0.9998
Epoch 00028: acc improved from 0.99964 to 0.99976, saving model to sports_classifier.h5
261/261 [==============================] - 8s 30ms/step - loss: 0.0074 - acc: 0.9998 - val_loss: 0.0074 - val_acc: 0.9998
Epoch 29/50
261/261 [==============================] - ETA: 0s - loss: 0.0074 - acc: 0.9998
Epoch 00029: acc did not improve from 0.99976
261/261 [==============================] - 8s 30ms/step - loss: 0.0074 - acc: 0.9998 - val_loss: 0.0074 - val_acc: 0.9998
Epoch 30/50
261/261 [==============================] - ETA: 0s - loss: 0.0074 - acc: 0.9998
Epoch 00030: acc did not improve from 0.99976
261/261 [==============================] - 8s 30ms/step - loss: 0.0074 - acc: 0.9998 - val_loss: 0.0074 - val_acc: 0.9998
Epoch 31/50
259/261 [============================>.] - ETA: 0s - loss: 0.0074 - acc: 0.9998
Epoch 00031: acc did not improve from 0.99976
Epoch 00031: ReduceLROnPlateau reducing learning rate to 1.0000001111620805e-07.
261/261 [==============================] - 8s 30ms/step - loss: 0.0074 - acc: 0.9998 - val_loss: 0.0073 - val_acc: 0.9998
Epoch 32/50
260/261 [============================>.] - ETA: 0s - loss: 0.0074 - acc: 0.9998
Epoch 00032: acc did not improve from 0.99976
261/261 [==============================] - 8s 30ms/step - loss: 0.0074 - acc: 0.9998 - val_loss: 0.0073 - val_acc: 0.9998
Epoch 33/50
261/261 [==============================] - ETA: 0s - loss: 0.0073 - acc: 0.9998
Epoch 00033: acc did not improve from 0.99976
261/261 [==============================] - 8s 30ms/step - loss: 0.0073 - acc: 0.9998 - val_loss: 0.0073 - val_acc: 0.9998
Epoch 00033: early stopping
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