import os
os.environ["CUDA_DEVICE_ORDER"] = "PCI_BUS_ID" # see issue #152
os.environ["CUDA_VISIBLE_DEVICES"] = "1"
import pandas as pd
import tensorflow as tf
import theano
import keras
import numpy as np
import matplotlib.pyplot as plt
from time import time
Using TensorFlow backend.
from tensorflow.python.client import device_lib
print(device_lib.list_local_devices())
[name: "/cpu:0" device_type: "CPU" memory_limit: 268435456 locality { } incarnation: 8251680336568528501 ]
df = pd.read_csv('../Artificial_Neural_Networks/Churn_Modelling.csv')
print df.shape
X = df.iloc[:,3:-1].values
y = df.iloc[:,-1].values
# Encoding the Independent Variable
from sklearn.preprocessing import LabelEncoder, OneHotEncoder
labelencoder_X_1 = LabelEncoder()
X[:, 1] = labelencoder_X_1.fit_transform(X[:, 1])
labelencoder_X_2 = LabelEncoder()
X[:, 2] = labelencoder_X_2.fit_transform(X[:, 2])
onehotencoder = OneHotEncoder(categorical_features = [1])
X = onehotencoder.fit_transform(X).toarray()
print X.shape
# remove one dummy variable to avoid dummy variable trap
X = X[:, 1:]
print X.shape
(10000, 14) (10000, 12) (10000, 11)
S = lambda *x: [i.shape for i in x]
from sklearn.model_selection import train_test_split
X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=0)
# print S(X_train,X_test, y_train, y_test)
from sklearn.preprocessing import StandardScaler
sc = StandardScaler()
# fit on training set
X_train = sc.fit_transform(X_train)
# only transform on test set
X_test = sc.transform(X_test)
print S(X_train,X_test, y_train, y_test)
[(8000, 11), (2000, 11), (8000,), (2000,)]
from keras.layers import Dropout
from keras.models import Sequential
from keras.layers import Dense
from keras.wrappers.scikit_learn import KerasClassifier
# k-fold cross validation
from sklearn.model_selection import GridSearchCV
def build_classifier(opt, P, h1, h2):
classifier = Sequential()
# first hidden layer
# classifier.add(Dense(units = 6, input_shape=(11,), kernel_initializer='uniform', activation='relu'))
classifier.add(Dense(units = h1, input_dim=11, kernel_initializer='uniform', activation='relu'))
# Dropout
classifier.add(Dropout(rate= P))
# second hidden layer
classifier.add(Dense(units = h2, kernel_initializer='he_uniform', activation='relu'))
# Dropout
classifier.add(Dropout(rate= P))
# ouput layer
classifier.add(Dense(units = 1, kernel_initializer='he_uniform', activation='sigmoid'))
# compiling the ANN
classifier.compile(optimizer= opt, loss='binary_crossentropy', metrics= ['accuracy'])
# print classifier.summary()
return classifier
classifier = KerasClassifier(build_fn= build_classifier)
# parameters = {
# 'batch_size':[16, 32, 64],
# 'nb_epoch':[ 100, 300],
# 'opt':['adam'],
# 'P':[0.01],
# 'h1':[6, 12, 24],
# 'h2':[3, 6, 12]
# }
parameters = {
'batch_size':[16, 32, 64],
'nb_epoch':[ 100, 200],
'opt':['adam'],
'P':[0.01, 0.1],
'h1':[24, 48, 96],
'h2':[12, 48]
}
grid_sesarch = GridSearchCV(estimator= classifier, param_grid= parameters,
scoring= 'accuracy', cv= 10, n_jobs=-1)
if __name__ == "__main__":
import sys
from time import time
start = time()
grid = grid_sesarch.fit(X_train, y_train)
eclipse = time()-start
print 'used: {:.2f} s'.format(eclipse)
best_parameters = grid.best_params_
best_accuracy = grid.best_score_
Epoch 1/10 Epoch 1/10 Epoch 1/10 Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4604 - acc: 0.8021 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4624 - acc: 0.8008 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4637 - acc: 0.8037 Epoch 2/10 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3781 - acc: 0.8447 Epoch 3/10 6816/7200 [===========================>..] - ETA: 0s - loss: 0.3697 - acc: 0.8490 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3684 - acc: 0.8500 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3695 - acc: 0.8475 320/7200 [>.............................] - ETA: 1s - loss: 0.3554 - acc: 0.8469Epoch 3/10 6800/7200 [===========================>..] - ETA: 0s - loss: 0.3491 - acc: 0.8556 7056/7200 [============================>.] - ETA: 0s - loss: 0.3578 - acc: 0.8527Epoch 4/10 6832/7200 [===========================>..] - ETA: 0s - loss: 0.3508 - acc: 0.8558 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3498 - acc: 0.8547 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3504 - acc: 0.8557 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3508 - acc: 0.8544 Epoch 5/10 16/7200 [..............................] - ETA: 1s - loss: 0.2129 - acc: 0.9375 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3472 - acc: 0.8571 Epoch 5/10 16/7200 [..............................] - ETA: 0s - loss: 0.4225 - acc: 0.8750 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3432 - acc: 0.8592 Epoch 6/10 6592/7200 [==========================>...] - ETA: 0s - loss: 0.3391 - acc: 0.8604 16/7200 [..............................] - ETA: 1s - loss: 0.1988 - acc: 0.9375Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3484 - acc: 0.8556 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3420 - acc: 0.8593 704/7200 [=>............................] - ETA: 0s - loss: 0.3360 - acc: 0.8594Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3424 - acc: 0.8594 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3410 - acc: 0.8611 7040/7200 [============================>.] - ETA: 0s - loss: 0.3398 - acc: 0.8622Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3392 - acc: 0.8624 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3465 - acc: 0.8608 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3395 - acc: 0.8592 5600/7200 [======================>.......] - ETA: 0s - loss: 0.3463 - acc: 0.8561Epoch 8/10 16/7200 [..............................] - ETA: 1s - loss: 0.3146 - acc: 0.8750 7008/7200 [============================>.] - ETA: 0s - loss: 0.3400 - acc: 0.8602Epoch 8/10 5952/7200 [=======================>......] - ETA: 0s - loss: 0.3452 - acc: 0.8564 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3452 - acc: 0.8574 Epoch 8/10 5728/7200 [======================>.......] - ETA: 0s - loss: 0.3381 - acc: 0.8579 7200/7200 [==============================] - 1s - loss: 0.3393 - acc: 0.8607 Epoch 9/10 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3370 - acc: 0.8622 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3422 - acc: 0.8576 1280/7200 [====>.........................] - ETA: 0s - loss: 0.3192 - acc: 0.8758Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3395 - acc: 0.8632 Epoch 10/10 16/7200 [..............................] - ETA: 1s - loss: 0.4230 - acc: 0.8125 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3362 - acc: 0.8628 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3434 - acc: 0.8593 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3384 - acc: 0.8600 7088/7200 [============================>.] - ETA: 0s - loss: 0.3390 - acc: 0.8616 7200/7200 [==============================] - 1s - loss: 0.3383 - acc: 0.8619 7200/7200 [==============================] - 1s - loss: 0.3419 - acc: 0.8583 6272/7200 [=========================>....] - ETA: 0sEpoch 1/10 Epoch 1/10 Epoch 1/10 256/7200 [>.............................] - ETA: 4s - loss: 0.6657 - acc: 0.7656 Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4571 - acc: 0.7992 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4575 - acc: 0.7990 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4570 - acc: 0.8006 288/7200 [>.............................] - ETA: 1s - loss: 0.3809 - acc: 0.8507Epoch 2/10 1024/7200 [===>..........................] - ETA: 0s - loss: 0.3870 - acc: 0.8281 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3732 - acc: 0.8478 Epoch 3/10 5840/7200 [=======================>......] - ETA: 0s - loss: 0.3775 - acc: 0.8459 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3763 - acc: 0.8468 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3711 - acc: 0.8492 1184/7200 [===>..........................] - ETA: 1s - loss: 0.3546 - acc: 0.8514Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3517 - acc: 0.8572 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3527 - acc: 0.8578 Epoch 4/10 1072/7200 [===>..........................] - ETA: 1s - loss: 0.3326 - acc: 0.8666 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3569 - acc: 0.8554 592/7200 [=>............................] - ETA: 1s - loss: 0.3518 - acc: 0.8463Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3466 - acc: 0.8561 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3479 - acc: 0.8554 Epoch 5/10 1024/7200 [===>..........................] - ETA: 0s - loss: 0.3539 - acc: 0.8506 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3508 - acc: 0.8546 656/7200 [=>............................] - ETA: 1s - loss: 0.3355 - acc: 0.8613Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3432 - acc: 0.8600 7152/7200 [============================>.] - ETA: 0s - loss: 0.3449 - acc: 0.8586Epoch 6/10 6656/7200 [==========================>...] - ETA: 0s - loss: 0.3409 - acc: 0.8615 Epoch 6/10 656/7200 [=>............................] - ETA: 1s - loss: 0.3106 - acc: 0.8704 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3487 - acc: 0.8560 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3412 - acc: 0.8607 Epoch 7/10 16/7200 [..............................] - ETA: 0s - loss: 0.2965 - acc: 0.8750 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3388 - acc: 0.8579 368/7200 [>.............................] - ETA: 1s - loss: 0.3044 - acc: 0.8723Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3458 - acc: 0.8603 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3394 - acc: 0.8628 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3408 - acc: 0.8611 16/7200 [..............................] - ETA: 0s - loss: 0.1580 - acc: 1.0000Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3382 - acc: 0.8622 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3444 - acc: 0.8606 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3385 - acc: 0.8618 Epoch 9/10 6208/7200 [========================>.....] - ETA: 0s - loss: 0.3406 - acc: 0.8626Epoch 9/10 640/7200 [=>............................] - ETA: 1s - loss: 0.3235 - acc: 0.8703 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3431 - acc: 0.8628 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3379 - acc: 0.8622 Epoch 10/10 6512/7200 [==========================>...] - ETA: 0s - loss: 0.3341 - acc: 0.8639 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3368 - acc: 0.8617 6720/7200 [===========================>..] - ETA: 0s - loss: 0.3337 - acc: 0.8640Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3349 - acc: 0.8621 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3372 - acc: 0.8637 7200/7200 [==============================] - 1s - loss: 0.3396 - acc: 0.8615 7200/7200 [==============================] - 1s - loss: 0.3364 - acc: 0.8617 7200/7200 [==============================] - 1s - loss: 0.3340 - acc: 0.8617 6576/7200 [==========================>...] - ETA: 0sEpoch 1/10 16/7200 [..............................] - ETA: 59s - loss: 0.6816 - acc: 0.6875Epoch 1/10 288/7200 [>.............................] - ETA: 4s - loss: 0.6597 - acc: 0.7326 Epoch 1/10 Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4416 - acc: 0.8108 5712/7200 [======================>.......] - ETA: 0s - loss: 0.4554 - acc: 0.8097Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4464 - acc: 0.8124 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4457 - acc: 0.8143 Epoch 2/10 1696/7200 [======>.......................] - ETA: 0s - loss: 0.3716 - acc: 0.8384 Epoch 2/10 4736/7200 [==================>...........] - ETA: 0s - loss: 0.3682 - acc: 0.8484 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3680 - acc: 0.8488 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3719 - acc: 0.8490 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3687 - acc: 0.8490 1024/7200 [===>..........................] - ETA: 0s - loss: 0.3663 - acc: 0.8516Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3469 - acc: 0.8586 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3527 - acc: 0.8590 Epoch 4/10 256/7200 [>.............................] - ETA: 1s - loss: 0.3105 - acc: 0.8828 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3548 - acc: 0.8567 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3404 - acc: 0.8601 Epoch 5/10 6576/7200 [==========================>...] - ETA: 0s - loss: 0.3464 - acc: 0.8619 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3469 - acc: 0.8617 6096/7200 [========================>.....] - ETA: 0s - loss: 0.3486 - acc: 0.8583Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3488 - acc: 0.8574 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3403 - acc: 0.8615 6096/7200 [========================>.....] - ETA: 0s - loss: 0.3420 - acc: 0.8627Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3436 - acc: 0.8621 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3483 - acc: 0.8581 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3442 - acc: 0.8611 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3375 - acc: 0.8619 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3450 - acc: 0.8583 7200/7200 [==============================] - 1s - loss: 0.3402 - acc: 0.8642 Epoch 7/10 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3427 - acc: 0.8600 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3357 - acc: 0.8626 Epoch 8/10 7168/7200 [============================>.] - ETA: 0s - loss: 0.3429 - acc: 0.8580 7200/7200 [==============================] - 1s - loss: 0.3420 - acc: 0.8583 Epoch 8/10 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3439 - acc: 0.8578 Epoch 8/10 6064/7200 [========================>.....] - ETA: 0s - loss: 0.3398 - acc: 0.8607 Epoch 9/10 832/7200 [==>...........................] - ETA: 1s - loss: 0.3286 - acc: 0.8798 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3420 - acc: 0.8610 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3414 - acc: 0.8617 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3350 - acc: 0.8643 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3378 - acc: 0.8619 Epoch 10/10 304/7200 [>.............................] - ETA: 1s - loss: 0.3414 - acc: 0.8684 Epoch 10/10 1680/7200 [======>.......................] - ETA: 1s - loss: 0.3062 - acc: 0.8744 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3339 - acc: 0.8633 7200/7200 [==============================] - 1s - loss: 0.3404 - acc: 0.8594 7200/7200 [==============================] - 1s - loss: 0.3365 - acc: 0.8631 7200/7200 [==============================] - 1s - loss: 0.3393 - acc: 0.8618 7040/7200 [============================>.] - ETA: 0sEpoch 1/10 240/7200 [>.............................] - ETA: 6s - loss: 0.7111 - acc: 0.3208 Epoch 1/10 Epoch 1/10 2176/7200 [========>.....................] - ETA: 1s - loss: 0.5939 - acc: 0.7348Epoch 1/10 4784/7200 [==================>...........] - ETA: 0s - loss: 0.5088 - acc: 0.7740 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4764 - acc: 0.7897 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4714 - acc: 0.7933 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4737 - acc: 0.7915 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3700 - acc: 0.8476 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3686 - acc: 0.8500 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3637 - acc: 0.8486 272/7200 [>.............................] - ETA: 1s - loss: 0.3808 - acc: 0.8419Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3649 - acc: 0.8490 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3553 - acc: 0.8543 5936/7200 [=======================>......] - ETA: 0s - loss: 0.3537 - acc: 0.8548Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3547 - acc: 0.8536 6160/7200 [========================>.....] - ETA: 0s - loss: 0.3512 - acc: 0.8536Epoch 4/10 1200/7200 [====>.........................] - ETA: 1s - loss: 0.3426 - acc: 0.8683 6384/7200 [=========================>....] - ETA: 0s - loss: 0.3505 - acc: 0.8542Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3512 - acc: 0.8549 2416/7200 [=========>....................] - ETA: 0s - loss: 0.3476 - acc: 0.8518Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3515 - acc: 0.8550 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3520 - acc: 0.8574 1536/7200 [=====>........................] - ETA: 1s - loss: 0.3514 - acc: 0.8470Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3456 - acc: 0.8578 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3479 - acc: 0.8579 Epoch 5/10 5664/7200 [======================>.......] - ETA: 0s - loss: 0.3417 - acc: 0.8600 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3485 - acc: 0.8578 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3422 - acc: 0.8599 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3450 - acc: 0.8606 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3458 - acc: 0.8567 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3455 - acc: 0.8588 Epoch 7/10 272/7200 [>.............................] - ETA: 1s - loss: 0.3578 - acc: 0.8529 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3419 - acc: 0.8608 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3462 - acc: 0.8596 Epoch 8/10 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3390 - acc: 0.8610 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3416 - acc: 0.8624 2928/7200 [===========>..................] - ETA: 0s - loss: 0.3265 - acc: 0.8665Epoch 8/10 6672/7200 [==========================>...] - ETA: 0s - loss: 0.3395 - acc: 0.8593 6496/7200 [==========================>...] - ETA: 0s - loss: 0.3447 - acc: 0.8582Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3370 - acc: 0.8612 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3431 - acc: 0.8593 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3398 - acc: 0.8622 2208/7200 [========>.....................] - ETA: 1s - loss: 0.3382 - acc: 0.8632Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3430 - acc: 0.8574 Epoch 10/10 3968/7200 [===============>..............] - ETA: 0s - loss: 0.3338 - acc: 0.8652 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3421 - acc: 0.8610 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3395 - acc: 0.8621 Epoch 10/10 3648/7200 [==============>...............] - ETA: 0s - loss: 0.3412 - acc: 0.8616 7200/7200 [==============================] - 1s - loss: 0.3415 - acc: 0.8593 7200/7200 [==============================] - 1s - loss: 0.3349 - acc: 0.8628 800/800 [==============================] - 0s 0s - loss: 0.3368 - acc: 0. 5760/7200 [=======================>......] - ETA: 0sss: 0.3379 - acc: 0.8622 6864/7200 [===========================>..] - ETA: 0sEpoch 1/10 Epoch 1/10 Epoch 1/10 2640/7200 [==========>...................] - ETA: 1s - loss: 0.5354 - acc: 0.7773Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4532 - acc: 0.8089 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4508 - acc: 0.8094 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4504 - acc: 0.8089 Epoch 2/10 2896/7200 [===========>..................] - ETA: 0s - loss: 0.3788 - acc: 0.8460 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3704 - acc: 0.8465 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3662 - acc: 0.8501 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3646 - acc: 0.8511 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3706 - acc: 0.8503 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3535 - acc: 0.8540 5104/7200 [====================>.........] - ETA: 0s - loss: 0.3470 - acc: 0.8580Epoch 4/10 6000/7200 [========================>.....] - ETA: 0s - loss: 0.3510 - acc: 0.8545 720/7200 [==>...........................] - ETA: 1s - loss: 0.3051 - acc: 0.8861Epoch 4/10 1072/7200 [===>..........................] - ETA: 1s - loss: 0.3105 - acc: 0.8797 2064/7200 [=======>......................] - ETA: 0s - loss: 0.3293 - acc: 0.8711Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3548 - acc: 0.8550 Epoch 4/10 2352/7200 [========>.....................] - ETA: 0s - loss: 0.3383 - acc: 0.8656 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3451 - acc: 0.8568 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3424 - acc: 0.8585 Epoch 5/10 4768/7200 [==================>...........] - ETA: 0s - loss: 0.3412 - acc: 0.8572 Epoch 5/10 2608/7200 [=========>....................] - ETA: 0s - loss: 0.3400 - acc: 0.8604 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3411 - acc: 0.8603 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3396 - acc: 0.8626 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3473 - acc: 0.8582 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3422 - acc: 0.8588 Epoch 7/10 5824/7200 [=======================>......] - ETA: 0s - loss: 0.3378 - acc: 0.8592 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3367 - acc: 0.8603 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3443 - acc: 0.8574 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3386 - acc: 0.8619 Epoch 8/10 304/7200 [>.............................] - ETA: 1s - loss: 0.4122 - acc: 0.8191 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3356 - acc: 0.8633 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3434 - acc: 0.8599 608/7200 [=>............................] - ETA: 1s - loss: 0.3652 - acc: 0.8355Epoch 8/10 6288/7200 [=========================>....] - ETA: 0s - loss: 0.3396 - acc: 0.8581 Epoch 9/10 4880/7200 [===================>..........] - ETA: 0s - loss: 0.3481 - acc: 0.8574 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3332 - acc: 0.8631 2688/7200 [==========>...................] - ETA: 0s - loss: 0.3110 - acc: 0.8728Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3414 - acc: 0.8615 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3357 - acc: 0.8622 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3370 - acc: 0.8610 4992/7200 [===================>..........] - ETA: 0s - loss: 0.3253 - acc: 0.8658Epoch 10/10 5760/7200 [=======================>......] - ETA: 0s - loss: 0.3400 - acc: 0.8615 Epoch 10/10 2928/7200 [===========>..................] - ETA: 0s - loss: 0.3360 - acc: 0.8699 3968/7200 [===============>..............] - ETA: 0s - loss: 0.3422 - acc: 0.8629Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3373 - acc: 0.8610 4496/7200 [=================>............] - ETA: 0s - loss: 0.3505 - acc: 0.8565 4080/7200 [================>.............] - ETA: 0s - loss: 0.3411 - acc: 0. 7200/7200 [==============================] - 1s - loss: 0.3338 - acc: 0.8629 7200/7200 [==============================] - 1s - loss: 0.3419 - acc: 0.8601 6704/7200 [==========================>...] - ETA: 0sEpoch 1/10 544/7200 [=>............................] - ETA: 3s - loss: 0.6196 - acc: 0.7757Epoch 1/10 1376/7200 [====>.........................] - ETA: 1s - loss: 0.5460 - acc: 0.7827Epoch 1/10 2848/7200 [==========>...................] - ETA: 1s - loss: 0.4779 - acc: 0.7960Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4473 - acc: 0.8111 3600/7200 [==============>...............] - ETA: 1s - loss: 0.4668 - acc: 0.8019Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4463 - acc: 0.8094 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4476 - acc: 0.8092 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4442 - acc: 0.8117 3744/7200 [==============>...............] - ETA: 0s - loss: 0.3936 - acc: 0.8331Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3840 - acc: 0.8392 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3754 - acc: 0.8440 Epoch 3/10 1184/7200 [===>..........................] - ETA: 1s - loss: 0.3666 - acc: 0.8497 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3792 - acc: 0.8403 1456/7200 [=====>........................] - ETA: 1s - loss: 0.3665 - acc: 0.8510Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3600 - acc: 0.8567 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3541 - acc: 0.8574 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3597 - acc: 0.8535 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3540 - acc: 0.8549 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3501 - acc: 0.8572 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3462 - acc: 0.8594 1056/7200 [===>..........................] - ETA: 1s - loss: 0.3439 - acc: 0.8646Epoch 5/10 6288/7200 [=========================>....] - ETA: 0s - loss: 0.3483 - acc: 0.8585 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3456 - acc: 0.8592 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3470 - acc: 0.8612 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3429 - acc: 0.8615 1152/7200 [===>..........................] - ETA: 1s - loss: 0.3461 - acc: 0.8481Epoch 6/10 5888/7200 [=======================>......] - ETA: 0s - loss: 0.3444 - acc: 0.8592 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3414 - acc: 0.8615 1824/7200 [======>.......................] - ETA: 0s - loss: 0.3570 - acc: 0.8432Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3442 - acc: 0.8586 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3402 - acc: 0.8589 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3459 - acc: 0.8558 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3392 - acc: 0.8607 1200/7200 [====>.........................] - ETA: 1s - loss: 0.3312 - acc: 0.8617Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3402 - acc: 0.8596 Epoch 8/10 4976/7200 [===================>..........] - ETA: 0s - loss: 0.3457 - acc: 0.8585 Epoch 8/10 6400/7200 [=========================>....] - ETA: 0s - loss: 0.3384 - acc: 0.8614 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3358 - acc: 0.8626 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3394 - acc: 0.8607 4080/7200 [================>.............] - ETA: 0s - loss: 0.3429 - acc: 0.8583Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3373 - acc: 0.8642 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3436 - acc: 0.8581 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3379 - acc: 0.8601 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3396 - acc: 0.8588 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3362 - acc: 0.8628 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3425 - acc: 0.8579 Epoch 10/10 3536/7200 [=============>................] - ETA: 0s - loss: 0.3372 - acc: 0.8645 2320/7200 [========>.....................] - ETA: 0s - loss: 0.3183 - acc: 0.8737Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3371 - acc: 0.8621 7200/7200 [==============================] - 1s - loss: 0.3343 - acc: 0.8615 7200/7200 [==============================] - 1s - loss: 0.3402 - acc: 0.8572 7200/7200 [==============================] - 1s - loss: 0.3332 - acc: 0.8631 5472/7200 [=====================>........] - ETA: 0sEpoch 1/10 368/7200 [>.............................] - ETA: 5s - loss: 0.6378 - acc: 0.8071 Epoch 1/10 688/7200 [=>............................] - ETA: 3s - loss: 0.6201 - acc: 0.7733Epoch 1/10 3024/7200 [===========>..................] - ETA: 1s - loss: 0.5016 - acc: 0.7903Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4409 - acc: 0.8140 Epoch 2/10 6352/7200 [=========================>....] - ETA: 0s - loss: 0.4481 - acc: 0.8117 Epoch 2/10 784/7200 [==>...........................] - ETA: 1s - loss: 0.3768 - acc: 0.8533 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4392 - acc: 0.8156 2272/7200 [========>.....................] - ETA: 1s - loss: 0.3684 - acc: 0.8508Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3620 - acc: 0.8540 1552/7200 [=====>........................] - ETA: 1s - loss: 0.3653 - acc: 0.8563Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3590 - acc: 0.8550 6240/7200 [=========================>....] - ETA: 0s - loss: 0.3668 - acc: 0.8497Epoch 3/10 4288/7200 [================>.............] - ETA: 0s - loss: 0.3631 - acc: 0.8505 Epoch 3/10 4096/7200 [================>.............] - ETA: 0s - loss: 0.3481 - acc: 0.8555 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3505 - acc: 0.8590 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3468 - acc: 0.8590 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3469 - acc: 0.8593 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3446 - acc: 0.8599 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3478 - acc: 0.8585 Epoch 5/10 1888/7200 [======>.......................] - ETA: 1s - loss: 0.3321 - acc: 0.8676 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3446 - acc: 0.8582 Epoch 5/10 4880/7200 [===================>..........] - ETA: 0s - loss: 0.3365 - acc: 0.8676 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3417 - acc: 0.8599 Epoch 5/10 5104/7200 [====================>.........] - ETA: 0s - loss: 0.3343 - acc: 0.8687 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3420 - acc: 0.8639 3904/7200 [===============>..............] - ETA: 0s - loss: 0.3326 - acc: 0.8683Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3438 - acc: 0.8601 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3392 - acc: 0.8631 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3398 - acc: 0.8631 Epoch 7/10 4096/7200 [================>.............] - ETA: 0s - loss: 0.3367 - acc: 0.8604 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3416 - acc: 0.8561 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3367 - acc: 0.8603 Epoch 7/10 4944/7200 [===================>..........] - ETA: 0s - loss: 0.3367 - acc: 0.8602 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3390 - acc: 0.8607 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3409 - acc: 0.8612 2608/7200 [=========>....................] - ETA: 0s - loss: 0.3332 - acc: 0.8604Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3377 - acc: 0.8599 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3381 - acc: 0.8596 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3373 - acc: 0.8593 Epoch 9/10 3088/7200 [===========>..................] - ETA: 0s - loss: 0.3239 - acc: 0.8688 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3405 - acc: 0.8608 320/7200 [>.............................] - ETA: 1s - loss: 0.3190 - acc: 0.8750Epoch 10/10 3088/7200 [===========>..................] - ETA: 0s - loss: 0.3206 - acc: 0.8685 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3374 - acc: 0.8621 Epoch 10/10 7024/7200 [============================>.] - ETA: 0s - loss: 0.3387 - acc: 0.8623 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3388 - acc: 0.8626 7200/7200 [==============================] - 1s - loss: 0.3345 - acc: 0.8629 7200/7200 [==============================] - 1s - loss: 0.3366 - acc: 0.8618 7200/7200 [==============================] - 1s - loss: 0.3333 - acc: 0.8618 752/800 [===========================>..] - ETA: 0sEpoch 1/10 2304/7200 [========>.....................] - ETA: 1s - loss: 0.5201 - acc: 0.7869Epoch 1/10 3600/7200 [==============>...............] - ETA: 0s - loss: 0.4855 - acc: 0.7944Epoch 1/10 1616/7200 [=====>........................] - ETA: 1s - loss: 0.5508 - acc: 0.7803Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4449 - acc: 0.8118 1984/7200 [=======>......................] - ETA: 1s - loss: 0.5261 - acc: 0.7848Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4491 - acc: 0.8079 6368/7200 [=========================>....] - ETA: 0s - loss: 0.4503 - acc: 0.8065Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4449 - acc: 0.8093 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3631 - acc: 0.8528 Epoch 2/10 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3665 - acc: 0.8522 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3710 - acc: 0.8447 Epoch 3/10 1232/7200 [====>.........................] - ETA: 1s - loss: 0.3320 - acc: 0.8750 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3670 - acc: 0.8492 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3541 - acc: 0.8561 4304/7200 [================>.............] - ETA: 0s - loss: 0.3430 - acc: 0.8618Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3534 - acc: 0.8569 4752/7200 [==================>...........] - ETA: 0s - loss: 0.3524 - acc: 0.8582Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3410 - acc: 0.8615 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3496 - acc: 0.8582 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3470 - acc: 0.8583 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3488 - acc: 0.8578 Epoch 5/10 3056/7200 [===========>..................] - ETA: 0s - loss: 0.3487 - acc: 0.8570 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3448 - acc: 0.8597 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3451 - acc: 0.8592 4064/7200 [===============>..............] - ETA: 0s - loss: 0.3388 - acc: 0.8622Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3456 - acc: 0.8565 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3356 - acc: 0.8639 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3420 - acc: 0.8574 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3416 - acc: 0.8601 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3432 - acc: 0.8611 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3342 - acc: 0.8621 1600/7200 [=====>........................] - ETA: 1s - loss: 0.3491 - acc: 0.8581Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3399 - acc: 0.8607 3936/7200 [===============>..............] - ETA: 0s - loss: 0.3449 - acc: 0.8526Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3398 - acc: 0.8604 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3433 - acc: 0.8561 5648/7200 [======================>.......] - ETA: 0s - loss: 0.3298 - acc: 0.8642Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3336 - acc: 0.8621 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3375 - acc: 0.8601 352/7200 [>.............................] - ETA: 1s - loss: 0.3623 - acc: 0.8494Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3393 - acc: 0.8612 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3409 - acc: 0.8635 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3308 - acc: 0.8642 3184/7200 [============>.................] - ETA: 0s - loss: 0.3348 - acc: 0.8590Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3356 - acc: 0.8637 1456/7200 [=====>........................] - ETA: 1s - loss: 0.3496 - acc: 0.8578Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3379 - acc: 0.8611 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3396 - acc: 0.8607 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3301 - acc: 0.8612 4144/7200 [================>.............] - ETA: 0s - loss: 0.3394 - acc: 0.8583 Epoch 10/10 2960/7200 [===========>..................] - ETA: 0s - loss: 0.3391 - acc: 0.8628 7200/7200 [==============================] - 1s - loss: 0.3369 - acc: 0.8604 3120/7200 [============>.................] - ETA: 0sss: 0.3369 - acc: 0.8611 7200/7200 [==============================] - 1s - loss: 0.3315 - acc: 0.8664 1408/7200 [====>.........................] - ETA: 0sEpoch 1/10 1168/7200 [===>..........................] - ETA: 2s - loss: 0.5788 - acc: 0.7783Epoch 1/10 1776/7200 [======>.......................] - ETA: 1s - loss: 0.5317 - acc: 0.7883Epoch 1/10 224/7200 [..............................] - ETA: 11s - loss: 0.6690 - acc: 0.7411 Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4398 - acc: 0.8147 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4372 - acc: 0.8150 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4439 - acc: 0.8147 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3667 - acc: 0.8500 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.4410 - acc: 0.8144 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3591 - acc: 0.8535 2960/7200 [===========>..................] - ETA: 0s - loss: 0.3731 - acc: 0.8459Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3682 - acc: 0.8497 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3562 - acc: 0.8543 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3648 - acc: 0.8514 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3476 - acc: 0.8594 2544/7200 [=========>....................] - ETA: 0s - loss: 0.3596 - acc: 0.8487Epoch 4/10 5344/7200 [=====================>........] - ETA: 0s - loss: 0.3512 - acc: 0.8583 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3499 - acc: 0.8560 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3519 - acc: 0.8589 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3421 - acc: 0.8600 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3493 - acc: 0.8582 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3472 - acc: 0.8556 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3455 - acc: 0.8593 4720/7200 [==================>...........] - ETA: 0s - loss: 0.3452 - acc: 0.8576Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3399 - acc: 0.8611 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3469 - acc: 0.8586 6256/7200 [=========================>....] - ETA: 0s - loss: 0.3440 - acc: 0.8587Epoch 6/10 976/7200 [===>..........................] - ETA: 1s - loss: 0.3390 - acc: 0.8637 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3432 - acc: 0.8626 Epoch 6/10 2288/7200 [========>.....................] - ETA: 1s - loss: 0.3350 - acc: 0.8628 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3457 - acc: 0.8579 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3431 - acc: 0.8574 5792/7200 [=======================>......] - ETA: 0s - loss: 0.3355 - acc: 0.8614Epoch 8/10 1696/7200 [======>.......................] - ETA: 1s - loss: 0.3511 - acc: 0.8526 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3363 - acc: 0.8612 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3422 - acc: 0.8590 Epoch 8/10 5984/7200 [=======================>......] - ETA: 0s - loss: 0.3365 - acc: 0.8641 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3400 - acc: 0.8612 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3312 - acc: 0.8637 Epoch 9/10 4656/7200 [==================>...........] - ETA: 0s - loss: 0.3259 - acc: 0.8686 Epoch 9/10 6016/7200 [========================>.....] - ETA: 0s - loss: 0.3300 - acc: 0.8655 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3353 - acc: 0.8637 2256/7200 [========>.....................] - ETA: 1s - loss: 0.3358 - acc: 0.8555Epoch 9/10 3200/7200 [============>.................] - ETA: 0s - loss: 0.3413 - acc: 0.8531 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3382 - acc: 0.8617 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3382 - acc: 0.8593 7200/7200 [==============================] - 1s - loss: 0.3356 - acc: 0.8646 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3305 - acc: 0.8619 3536/7200 [=============>................] - ETA: 0sss: 0.3385 - acc: 0.8599 7104/7200 [============================>.] - ETA: 0s - loss: 0.3344 - acc: 0.8601Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3355 - acc: 0.8593 2928/7200 [===========>..................] - ETA: 0s - loss: 0.6140 - acc: 0.77Epoch 1/10 3504/7200 [=============>................] - ETA: 1s - loss: 0.4777 - acc: 0.8008Epoch 1/10 16/7200 [..............................] - ETA: 153s - loss: 0.6979 - acc: 0.3750Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4374 - acc: 0.8147 5392/7200 [=====================>........] - ETA: 0s - loss: 0.4508 - acc: 0.8080Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4365 - acc: 0.8149 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4332 - acc: 0.8140 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3633 - acc: 0.8501 Epoch 2/10 16/7200 [..............................] - ETA: 1s - loss: 0.5241 - acc: 0.8750Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3627 - acc: 0.8524 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3623 - acc: 0.8526 Epoch 3/10 4848/7200 [===================>..........] - ETA: 0s - loss: 0.3549 - acc: 0.8579 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3486 - acc: 0.8568 5392/7200 [=====================>........] - ETA: 0s - loss: 0.3536 - acc: 0.8570Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3470 - acc: 0.8589 Epoch 4/10 5168/7200 [====================>.........] - ETA: 0s - loss: 0.3417 - acc: 0.8618 Epoch 4/10 5264/7200 [====================>.........] - ETA: 0s - loss: 0.3390 - acc: 0.8647 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3414 - acc: 0.8600 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3394 - acc: 0.8619 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3387 - acc: 0.8631 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3415 - acc: 0.8571 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3450 - acc: 0.8585 2272/7200 [========>.....................] - ETA: 0s - loss: 0.3315 - acc: 0.8609Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3397 - acc: 0.8597 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3380 - acc: 0.8585 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3444 - acc: 0.8603 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3400 - acc: 0.8594 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3382 - acc: 0.8611 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3362 - acc: 0.8631 Epoch 7/10 6352/7200 [=========================>....] - ETA: 0s - loss: 0.3386 - acc: 0.8586 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3391 - acc: 0.8576 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3368 - acc: 0.8571 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3337 - acc: 0.8592 4768/7200 [==================>...........] - ETA: 0s - loss: 0.3348 - acc: 0.8605Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3397 - acc: 0.8575 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3360 - acc: 0.8588 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3338 - acc: 0.8636 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3314 - acc: 0.8633 3760/7200 [==============>...............] - ETA: 0s - loss: 0.3254 - acc: 0.8665Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3383 - acc: 0.8619 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3353 - acc: 0.8601 512/7200 [=>............................] - ETA: 1s - loss: 0.3412 - acc: 0.8594Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3351 - acc: 0.8610 4240/7200 [================>.............] - ETA: 0s - loss: 0.3284 - acc: 0.8677Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3320 - acc: 0.8633 4208/7200 [================>.............] - ETA: 0s - loss: 0.3399 - acc: 0.8593Epoch 10/10 6096/7200 [========================>.....] - ETA: 0s - loss: 0.3333 - acc: 0.8625Epoch 10/10 512/7200 [=>............................] - ETA: 1s - loss: 0.3196 - acc: 0.8613 7200/7200 [==============================] - 1s - loss: 0.3328 - acc: 0.8625 5200/7200 [====================>.........] - ETA: 0s - loss: 0.3371 - acc: 0.86 7200/7200 [==============================] - 1s - loss: 0.3376 - acc: 0.8601 3328/7200 [============>.................] - ETA: 0sEpoch 1/10 Epoch 1/10 2208/7200 [========>.....................] - ETA: 1s - loss: 0.5729 - acc: 0.7563Epoch 1/10 3456/7200 [=============>................] - ETA: 1s - loss: 0.5191 - acc: 0.7755Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4571 - acc: 0.8051 Epoch 2/10 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4616 - acc: 0.8054 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4566 - acc: 0.8054 864/7200 [==>...........................] - ETA: 1s - loss: 0.3979 - acc: 0.8495Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3622 - acc: 0.8572 Epoch 3/10 2064/7200 [=======>......................] - ETA: 1s - loss: 0.3723 - acc: 0.8600 Epoch 3/10 4016/7200 [===============>..............] - ETA: 0s - loss: 0.3382 - acc: 0.8658 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3581 - acc: 0.8601 1072/7200 [===>..........................] - ETA: 1s - loss: 0.3252 - acc: 0.8610Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3488 - acc: 0.8597 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3501 - acc: 0.8578 Epoch 4/10 4704/7200 [==================>...........] - ETA: 0s - loss: 0.3456 - acc: 0.8569 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3461 - acc: 0.8603 5584/7200 [======================>.......] - ETA: 0s - loss: 0.3430 - acc: 0.8583Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3442 - acc: 0.8594 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3457 - acc: 0.8586 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3477 - acc: 0.8575 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3406 - acc: 0.8600 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3393 - acc: 0.8599 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3413 - acc: 0.8593 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3435 - acc: 0.8578 5040/7200 [====================>.........] - ETA: 0s - loss: 0.3481 - acc: 0.8589Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3366 - acc: 0.8578 Epoch 6/10 2128/7200 [=======>......................] - ETA: 1s - loss: 0.3644 - acc: 0.8492 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3406 - acc: 0.8607 848/7200 [==>...........................] - ETA: 1s - loss: 0.3639 - acc: 0.8420Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3431 - acc: 0.8579 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3364 - acc: 0.8618 Epoch 7/10 2160/7200 [========>.....................] - ETA: 0s - loss: 0.3480 - acc: 0.8500 Epoch 8/10 2992/7200 [===========>..................] - ETA: 0s - loss: 0.3364 - acc: 0.8590 656/7200 [=>............................] - ETA: 1s - loss: 0.3108 - acc: 0.8780Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3397 - acc: 0.8590 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3327 - acc: 0.8637 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3345 - acc: 0.8615 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3368 - acc: 0.8628 Epoch 9/10 7024/7200 [============================>.] - ETA: 0s - loss: 0.3397 - acc: 0.8595 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3387 - acc: 0.8601 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3335 - acc: 0.8650 6464/7200 [=========================>....] - ETA: 0s - loss: 0.3344 - acc: 0.8611Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3362 - acc: 0.8599 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3314 - acc: 0.8632 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3376 - acc: 0.8626 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3335 - acc: 0.8622 7200/7200 [==============================] - 1s - loss: 0.3355 - acc: 0.8601 7200/7200 [==============================] - 1s - loss: 0.3315 - acc: 0.8633 7200/7200 [==============================] - 1s - loss: 0.3376 - acc: 0.8594 3328/7200 [============>.................] - ETA: 0sEpoch 1/10 6272/7200 [=========================>....] - ETA: 0sEpoch 1/10 3152/7200 [============>.................] - ETA: 1s - loss: 0.5055 - acc: 0.7912Epoch 1/10 4848/7200 [===================>..........] - ETA: 0s - loss: 0.4769 - acc: 0.7960Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4442 - acc: 0.8129 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4458 - acc: 0.8121 848/7200 [==>...........................] - ETA: 1s - loss: 0.3588 - acc: 0.8491Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4440 - acc: 0.8133 6736/7200 [===========================>..] - ETA: 0s - loss: 0.4457 - acc: 0.8156Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4426 - acc: 0.8154 6736/7200 [===========================>..] - ETA: 0s - loss: 0.3672 - acc: 0.8496Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3690 - acc: 0.8494 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3737 - acc: 0.8461 1680/7200 [======>.......................] - ETA: 1s - loss: 0.3895 - acc: 0.8238Epoch 3/10 6448/7200 [=========================>....] - ETA: 0s - loss: 0.3523 - acc: 0.8551 Epoch 3/10 16/7200 [..............................] - ETA: 1s - loss: 0.4786 - acc: 0.7500 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3517 - acc: 0.8567 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3555 - acc: 0.8546 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3507 - acc: 0.8572 4736/7200 [==================>...........] - ETA: 0s - loss: 0.3539 - acc: 0.8537Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3522 - acc: 0.8564 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3481 - acc: 0.8562 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3510 - acc: 0.8561 Epoch 5/10 6608/7200 [==========================>...] - ETA: 0s - loss: 0.3423 - acc: 0.8579 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3478 - acc: 0.8565 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3440 - acc: 0.8568 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3473 - acc: 0.8557 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3416 - acc: 0.8589 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3426 - acc: 0.8579 6800/7200 [===========================>..] - ETA: 0s - loss: 0.3420 - acc: 0.8575Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3439 - acc: 0.8569 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3452 - acc: 0.8576 Epoch 7/10 6384/7200 [=========================>....] - ETA: 0s - loss: 0.3350 - acc: 0.8629 Epoch 7/10 5344/7200 [=====================>........] - ETA: 0s - loss: 0.3298 - acc: 0.8656 Epoch 8/10 240/7200 [>.............................] - ETA: 1s - loss: 0.3451 - acc: 0.8542 5984/7200 [=======================>......] - ETA: 0s - loss: 0.3347 - acc: 0.8630Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3414 - acc: 0.8590 2880/7200 [===========>..................] - ETA: 0s - loss: 0.3428 - acc: 0.8649Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3375 - acc: 0.8604 Epoch 8/10 800/7200 [==>...........................] - ETA: 1s - loss: 0.3419 - acc: 0.8588 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3379 - acc: 0.8606 Epoch 8/10 2176/7200 [========>.....................] - ETA: 0s - loss: 0.3305 - acc: 0.8580 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3362 - acc: 0.8607 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3364 - acc: 0.8629 6880/7200 [===========================>..] - ETA: 0s - loss: 0.3382 - acc: 0.8603Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3365 - acc: 0.8610 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3389 - acc: 0.8610 1952/7200 [=======>......................] - ETA: 0s - loss: 0.3289 - acc: 0.8683Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3357 - acc: 0.8601 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3349 - acc: 0.8606 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3347 - acc: 0.8617 7200/7200 [==============================] - 1s - loss: 0.3367 - acc: 0.8601 7200/7200 [==============================] - 0s - loss: 0.3425 - acc: 0.85 7200/7200 [==============================] - 1s - loss: 0.3324 - acc: 0.8622 7200/7200 [==============================] - 1s - loss: 0.3331 - acc: 0.8624 Epoch 1/10 2592/7200 [=========>....................] - ETA: 0s - loss: 0.6318 - acc: 0.8047Epoch 1/10 3104/7200 [===========>..................] - ETA: 1s - loss: 0.4721 - acc: 0.8009Epoch 1/10 6144/7200 [========================>.....] - ETA: 0s - loss: 0.4330 - acc: 0.8151Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4274 - acc: 0.8168 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4324 - acc: 0.8163 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4350 - acc: 0.8143 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3622 - acc: 0.8507 Epoch 3/10 1856/7200 [======>.......................] - ETA: 1s - loss: 0.3674 - acc: 0.8416 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3666 - acc: 0.8517 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3466 - acc: 0.8583 4336/7200 [=================>............] - ETA: 0s - loss: 0.3519 - acc: 0.8565Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3747 - acc: 0.8397 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3766 - acc: 0.8325 2112/7200 [=======>......................] - ETA: 1s - loss: 0.3486 - acc: 0.8485Epoch 3/10 2592/7200 [=========>....................] - ETA: 0s - loss: 0.3420 - acc: 0.8515 Epoch 4/10 7056/7200 [============================>.] - ETA: 0s - loss: 0.3547 - acc: 0.8563 Epoch 5/10 5616/7200 [======================>.......] - ETA: 0s - loss: 0.3589 - acc: 0.8584 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3592 - acc: 0.8561 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3478 - acc: 0.8575 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3401 - acc: 0.8582 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3464 - acc: 0.8596 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3471 - acc: 0.8597 1648/7200 [=====>........................] - ETA: 1s - loss: 0.3366 - acc: 0.8635Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3461 - acc: 0.8578 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3356 - acc: 0.8621 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3433 - acc: 0.8585 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3429 - acc: 0.8617 Epoch 6/10 2480/7200 [=========>....................] - ETA: 0s - loss: 0.3287 - acc: 0.8702 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3336 - acc: 0.8619 4576/7200 [==================>...........] - ETA: 0s - loss: 0.3350 - acc: 0.8652Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3412 - acc: 0.8601 5408/7200 [=====================>........] - ETA: 0s - loss: 0.3375 - acc: 0.8646Epoch 7/10 1296/7200 [====>.........................] - ETA: 1s - loss: 0.3448 - acc: 0.8719 Epoch 7/10 2352/7200 [========>.....................] - ETA: 0s - loss: 0.3169 - acc: 0.8724 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3329 - acc: 0.8643 Epoch 9/10 5552/7200 [======================>.......] - ETA: 0s - loss: 0.3350 - acc: 0.8599 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3383 - acc: 0.8633 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3386 - acc: 0.8594 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3309 - acc: 0.8622 5232/7200 [====================>.........] - ETA: 0s - loss: 0.3420 - acc: 0.8580Epoch 9/10 16/7200 [..............................] - ETA: 1s - loss: 0.5411 - acc: 0.8125Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3356 - acc: 0.8604 Epoch 9/10 1840/7200 [======>.......................] - ETA: 1s - loss: 0.3283 - acc: 0.8620Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3346 - acc: 0.8637 Epoch 10/10 304/7200 [>.............................] - ETA: 1s - loss: 0.2627 - acc: 0.8882 Epoch 10/10 16/7200 [..............................] - ETA: 2s - loss: 0.1050 - acc: 1.0000 7200/7200 [==============================] - 1s - loss: 0.3349 - acc: 0.8610 7200/7200 [==============================] - 1s - loss: 0.3346 - acc: 0.8612 6896/7200 [===========================>..] - ETA: 0s - loss: 0.3376 - acc: 0.8577Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3361 - acc: 0.8585 16/7200 [..............................] - ETA: 168s - loss: 0.7140 - acc: 0.3750Epoch 1/10 5232/7200 [====================>.........] - ETA: 0s - loss: 0.4666 - acc: 0.7949Epoch 1/10 5728/7200 [======================>.......] - ETA: 0s - loss: 0.4617 - acc: 0.7975Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4445 - acc: 0.8076 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4379 - acc: 0.8115 2768/7200 [==========>...................] - ETA: 1s - loss: 0.5235 - acc: 0.7688Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4423 - acc: 0.8103 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3628 - acc: 0.8535 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.4376 - acc: 0.8131 5088/7200 [====================>.........] - ETA: 0s - loss: 0.3586 - acc: 0.8508Epoch 2/10 2640/7200 [==========>...................] - ETA: 0s - loss: 0.3635 - acc: 0.8485 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3604 - acc: 0.8529 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3524 - acc: 0.8550 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3572 - acc: 0.8538 512/7200 [=>............................] - ETA: 1s - loss: 0.3803 - acc: 0.8574Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3459 - acc: 0.8581 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3529 - acc: 0.8558 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3478 - acc: 0.8575 6560/7200 [==========================>...] - ETA: 0s - loss: 0.3493 - acc: 0.8588Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3498 - acc: 0.8574 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3414 - acc: 0.8614 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3472 - acc: 0.8597 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3461 - acc: 0.8575 Epoch 6/10 1072/7200 [===>..........................] - ETA: 1s - loss: 0.3339 - acc: 0.8675 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3391 - acc: 0.8596 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3456 - acc: 0.8572 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3427 - acc: 0.8594 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3421 - acc: 0.8569 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3365 - acc: 0.8615 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3428 - acc: 0.8590 6000/7200 [========================>.....] - ETA: 0s - loss: 0.3435 - acc: 0.8570Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3412 - acc: 0.8586 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3396 - acc: 0.8606 Epoch 7/10 1696/7200 [======>.......................] - ETA: 1s - loss: 0.3580 - acc: 0.8520 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3418 - acc: 0.8590 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3375 - acc: 0.8628 Epoch 9/10 5312/7200 [=====================>........] - ETA: 0s - loss: 0.3263 - acc: 0.8645 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3312 - acc: 0.8643 4032/7200 [===============>..............] - ETA: 0s - loss: 0.3409 - acc: 0.8562Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3381 - acc: 0.8594 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3394 - acc: 0.8603 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3349 - acc: 0.8635 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3318 - acc: 0.8619 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3395 - acc: 0.8597 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3352 - acc: 0.8604 7200/7200 [==============================] - 1s - loss: 0.3360 - acc: 0.8615 6144/7200 [========================>.....] - ETA: 0s - loss: 0.3204 - acc: 0.8662Epoch 10/10 4416/7200 [=================>............] - ETA: 0s - loss: 0.3265 - acc: 0.8635 7200/7200 [==============================] - 1s - loss: 0.3341 - acc: 0.8606 5280/7200 [=====================>........] - ETA: 0s - loss: 0.3267 - acc: 0.8665Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3317 - acc: 0.8636 1952/7200 [=======>......................] - ETA: 2s - loss: 0.5349 - acc: 0.7833Epoch 1/10 960/7200 [===>..........................] - ETA: 3s - loss: 0.5784 - acc: 0.7885Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4453 - acc: 0.8126 0 Epoch 2/10 3408/7200 [=============>................] - ETA: 1s - loss: 0.4854 - acc: 0.7984Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4423 - acc: 0.8161 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4426 - acc: 0.8144 6080/7200 [========================>.....] - ETA: 0s - loss: 0.3679 - acc: 0.8503Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3672 - acc: 0.8510 3312/7200 [============>.................] - ETA: 0s - loss: 0.3824 - acc: 0.8406Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.4476 - acc: 0.8133 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3650 - acc: 0.8499 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3649 - acc: 0.8506 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3502 - acc: 0.8542 3808/7200 [==============>...............] - ETA: 0s - loss: 0.3478 - acc: 0.8548Epoch 4/10 5456/7200 [=====================>........] - ETA: 0s - loss: 0.3494 - acc: 0.8545 1584/7200 [=====>........................] - ETA: 1s - loss: 0.3365 - acc: 0.8624Epoch 3/10 3472/7200 [=============>................] - ETA: 0s - loss: 0.3339 - acc: 0.8597 5280/7200 [=====================>........] - ETA: 0s - loss: 0.3501 - acc: 0.8562Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3468 - acc: 0.8567 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3458 - acc: 0.8564 1872/7200 [======>.......................] - ETA: 1s - loss: 0.3343 - acc: 0.8606Epoch 5/10 3648/7200 [==============>...............] - ETA: 0s - loss: 0.3402 - acc: 0.8539 1888/7200 [======>.......................] - ETA: 1s - loss: 0.3546 - acc: 0.8512Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3440 - acc: 0.8567 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3416 - acc: 0.8576 5648/7200 [======================>.......] - ETA: 0s - loss: 0.3463 - acc: 0.8576Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3410 - acc: 0.8603 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3482 - acc: 0.8539 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3393 - acc: 0.8610 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3383 - acc: 0.8626 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3393 - acc: 0.8589 Epoch 7/10 6352/7200 [=========================>....] - ETA: 0s - loss: 0.3397 - acc: 0.8578 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3366 - acc: 0.8603 Epoch 7/10 4544/7200 [=================>............] - ETA: 0s - loss: 0.3362 - acc: 0.8598 Epoch 7/10 3168/7200 [============>.................] - ETA: 0s - loss: 0.3336 - acc: 0.8633Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3413 - acc: 0.8571 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3364 - acc: 0.8618 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3343 - acc: 0.8612 2896/7200 [===========>..................] - ETA: 0s - loss: 0.3263 - acc: 0.8650Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3339 - acc: 0.8615 6656/7200 [==========================>...] - ETA: 0s - loss: 0.3404 - acc: 0.8574Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3400 - acc: 0.8588 544/7200 [=>............................] - ETA: 1s - loss: 0.3435 - acc: 0.8566Epoch 8/10 1648/7200 [=====>........................] - ETA: 1s - loss: 0.3252 - acc: 0.8714 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3306 - acc: 0.8633 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3367 - acc: 0.8628 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3328 - acc: 0.8625 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3317 - acc: 0.8642 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3301 - acc: 0.8617 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3370 - acc: 0.8601 6960/7200 [============================>.] - ETA: 0s - loss: 0.3308 - acc: 0.8628Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3315 - acc: 0.8628 7200/7200 [==============================] - 1s - loss: 0.3301 - acc: 0.8656 5392/7200 [=====================>........] - ETA: 0s - loss: 0.3361 - acc: 0.8609 7200/7200 [==============================] - 1s - loss: 0.3340 - acc: 0.8624 6768/7200 [===========================>..] - ETA: 0sEpoch 1/10 5744/7200 [======================>.......] - ETA: 0s2s - loss: 0.6549 - acc: 0.87Epoch 1/10 1568/7200 [=====>........................] - ETA: 2s - loss: 0.5151 - acc: 0.7908Epoch 1/10 16/7200 [..............................] - ETA: 213s - loss: 0.6644 - acc: 0.8125Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4362 - acc: 0.8169 4944/7200 [===================>..........] - ETA: 0s - loss: 0.4528 - acc: 0.8099Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4333 - acc: 0.8176 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4349 - acc: 0.8169 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3650 - acc: 0.8512 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.4313 - acc: 0.8156 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3607 - acc: 0.8529 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3653 - acc: 0.8485 Epoch 3/10 752/7200 [==>...........................] - ETA: 1s - loss: 0.3570 - acc: 0.8564 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3587 - acc: 0.8517 2416/7200 [=========>....................] - ETA: 1s - loss: 0.3480 - acc: 0.8560Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3482 - acc: 0.8581 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3528 - acc: 0.8549 Epoch 4/10 4320/7200 [=================>............] - ETA: 0s - loss: 0.3428 - acc: 0.8586 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3466 - acc: 0.8589 1808/7200 [======>.......................] - ETA: 1s - loss: 0.3301 - acc: 0.8650Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3419 - acc: 0.8593 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3456 - acc: 0.8589 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3413 - acc: 0.8590 5264/7200 [====================>.........] - ETA: 0s - loss: 0.3391 - acc: 0.8590Epoch 6/10 1936/7200 [=======>......................] - ETA: 1s - loss: 0.3390 - acc: 0.8616 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3402 - acc: 0.8601 288/7200 [>.............................] - ETA: 1s - loss: 0.3476 - acc: 0.8715Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3436 - acc: 0.8569 4432/7200 [=================>............] - ETA: 0s - loss: 0.3352 - acc: 0.8639Epoch 6/10 5152/7200 [====================>.........] - ETA: 0s - loss: 0.3380 - acc: 0.8616 688/7200 [=>............................] - ETA: 1s - loss: 0.3079 - acc: 0.8852Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3374 - acc: 0.8631 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3359 - acc: 0.8624 Epoch 6/10 4544/7200 [=================>............] - ETA: 0s - loss: 0.3321 - acc: 0.8651 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3367 - acc: 0.8628 5248/7200 [====================>.........] - ETA: 0s - loss: 0.3422 - acc: 0.8592Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3355 - acc: 0.8624 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3336 - acc: 0.8642 Epoch 7/10 5264/7200 [====================>.........] - ETA: 0s - loss: 0.3351 - acc: 0.8613 6752/7200 [===========================>..] - ETA: 0s - loss: 0.3338 - acc: 0.8643Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3338 - acc: 0.8637 5600/7200 [======================>.......] - ETA: 0s - loss: 0.3327 - acc: 0.8627Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3321 - acc: 0.8647 Epoch 8/10 1344/7200 [====>.........................] - ETA: 1s - loss: 0.3355 - acc: 0.8646Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3354 - acc: 0.8625 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3331 - acc: 0.8654 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3319 - acc: 0.8660 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3278 - acc: 0.8671 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3356 - acc: 0.8617 Epoch 10/10 5936/7200 [=======================>......] - ETA: 0s - loss: 0.3327 - acc: 0.8635 7200/7200 [==============================] - 1s - loss: 0.3291 - acc: 0.8647 7200/7200 [==============================] - 1s - loss: 0.3277 - acc: 0.8675 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3334 - acc: 0.8642 7200/7200 [==============================] - 1s - loss: 0.3251 - acc: 0.8672 Epoch 1/10 2304/7200 [========>.....................] - ETA: 0sEpoch 1/10 4448/7200 [=================>............] - ETA: 0s - loss: 0.4583 - acc: 0.8094Epoch 1/10 5424/7200 [=====================>........] - ETA: 0s - loss: 0.4453 - acc: 0.8158Epoch 1/10 6416/7200 [=========================>....] - ETA: 0s - loss: 0.4337 - acc: 0.8204 Epoch 2/10 736/7200 [==>...........................] - ETA: 1s - loss: 0.3965 - acc: 0.8288 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3582 - acc: 0.8528 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.4254 - acc: 0.8221 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3547 - acc: 0.8538 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.4227 - acc: 0.8247 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3502 - acc: 0.8553 6624/7200 [==========================>...] - ETA: 0s - loss: 0.3501 - acc: 0.8557Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3559 - acc: 0.8517 Epoch 3/10 6336/7200 [=========================>....] - ETA: 0s - loss: 0.3580 - acc: 0.8518 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3534 - acc: 0.8549 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3443 - acc: 0.8601 Epoch 5/10 7056/7200 [============================>.] - ETA: 0s - loss: 0.3416 - acc: 0.8567 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3418 - acc: 0.8567 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3471 - acc: 0.8581 1328/7200 [====>.........................] - ETA: 1s - loss: 0.3358 - acc: 0.8682Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3418 - acc: 0.8624 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3419 - acc: 0.8554 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3408 - acc: 0.8578 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3403 - acc: 0.8631 1552/7200 [=====>........................] - ETA: 1s - loss: 0.3563 - acc: 0.8537Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3407 - acc: 0.8611 5776/7200 [=======================>......] - ETA: 0s - loss: 0.3421 - acc: 0.8586Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3382 - acc: 0.8604 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3369 - acc: 0.8625 Epoch 6/10 Epoch 7/10 5744/7200 [======================>.......] - ETA: 0s - loss: 0.3329 - acc: 0.8642 Epoch 8/10 704/7200 [=>............................] - ETA: 1s - loss: 0.3241 - acc: 0.8707 Epoch 7/10 1120/7200 [===>..........................] - ETA: 1s - loss: 0.3274 - acc: 0.8723 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3338 - acc: 0.8637 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3348 - acc: 0.8647 Epoch 9/10 6368/7200 [=========================>....] - ETA: 0s - loss: 0.3332 - acc: 0.8629 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3308 - acc: 0.8662 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3325 - acc: 0.8643 Epoch 9/10 6128/7200 [========================>.....] - ETA: 0s - loss: 0.3305 - acc: 0.8605 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3314 - acc: 0.8612 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3304 - acc: 0.8628 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3314 - acc: 0.8640 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3311 - acc: 0.8651 7200/7200 [==============================] - 1s - loss: 0.3302 - acc: 0.8632 Epoch 10/10 7184/7200 [============================>.] - ETA: 0s - loss: 0.3295 - acc: 0.8650 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3291 - acc: 0.8653 7200/7200 [==============================] - 1s - loss: 0.3282 - acc: 0.8650 7136/7200 [============================>.] - ETA: 0s - loss: 0.3275 - acc: 0.8634Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3269 - acc: 0.8637 16/800 [..............................] - ETA: 15sEpoch 1/10 5120/7200 [====================>.........] - ETA: 0s - loss: 0.4495 - acc: 0.8061Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4278 - acc: 0.8168 Epoch 2/10 1120/7200 [===>..........................] - ETA: 1s - loss: 0.3568 - acc: 0.8580Epoch 1/10 1632/7200 [=====>........................] - ETA: 1s - loss: 0.3450 - acc: 0.8597 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3555 - acc: 0.8531 5472/7200 [=====================>........] - ETA: 0s - loss: 0.4449 - acc: 0.8114Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3616 - acc: 0.8508 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.4309 - acc: 0.8158 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.4319 - acc: 0.8169 3648/7200 [==============>...............] - ETA: 0s - loss: 0.3404 - acc: 0.8605Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3427 - acc: 0.8562 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3496 - acc: 0.8551 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3606 - acc: 0.8494 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3576 - acc: 0.8522 1648/7200 [=====>........................] - ETA: 1s - loss: 0.3559 - acc: 0.8525Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3371 - acc: 0.8600 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3444 - acc: 0.8585 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3507 - acc: 0.8554 6144/7200 [========================>.....] - ETA: 0s - loss: 0.3485 - acc: 0.8566Epoch 4/10 1104/7200 [===>..........................] - ETA: 1s - loss: 0.3498 - acc: 0.8569 Epoch 4/10 6112/7200 [========================>.....] - ETA: 0s - loss: 0.3457 - acc: 0.8599 Epoch 6/10 1104/7200 [===>..........................] - ETA: 1s - loss: 0.3324 - acc: 0.8560 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3435 - acc: 0.8603 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3417 - acc: 0.8585 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3313 - acc: 0.8622 Epoch 7/10 6160/7200 [========================>.....] - ETA: 0s - loss: 0.3385 - acc: 0.8609 Epoch 7/10 2560/7200 [=========>....................] - ETA: 1s - loss: 0.3110 - acc: 0.8766 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3374 - acc: 0.8622 1312/7200 [====>.........................] - ETA: 1s - loss: 0.3181 - acc: 0.8712Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3295 - acc: 0.8650 5888/7200 [=======================>......] - ETA: 0s - loss: 0.3372 - acc: 0.8609Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3361 - acc: 0.8624 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3373 - acc: 0.8600 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3345 - acc: 0.8631 1296/7200 [====>.........................] - ETA: 1s - loss: 0.3405 - acc: 0.8549Epoch 7/10 3648/7200 [==============>...............] - ETA: 0s - loss: 0.3255 - acc: 0.8671 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3347 - acc: 0.8631 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3333 - acc: 0.8637 Epoch 8/10 3232/7200 [============>.................] - ETA: 0s - loss: 0.3125 - acc: 0.8769 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3256 - acc: 0.8651 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3330 - acc: 0.8649 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3317 - acc: 0.8639 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3314 - acc: 0.8671 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3231 - acc: 0.8649 5456/7200 [=====================>........] - ETA: 0s - loss: 0.3325 - acc: 0.8647 7200/7200 [==============================] - 1s - loss: 0.3306 - acc: 0.8674 Epoch 10/10 1488/7200 [=====>........................] - ETA: 0sss: 0.3290 - acc: 0.8654 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3290 - acc: 0.8657 5888/7200 [=======================>......] - ETA: 0s - loss: 0.3235 - acc: 0.8716Epoch 1/10 6672/7200 [==========================>...] - ETA: 0s - loss: 0.3274 - acc: 0.8698Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3270 - acc: 0.8701 5504/7200 [=====================>........] - ETA: 0s - loss: 0.4497 - acc: 0.8105Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4380 - acc: 0.8157 Epoch 2/10 256/7200 [>.............................] - ETA: 1s - loss: 0.4234 - acc: 0.8242Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4326 - acc: 0.8185 Epoch 2/10 6640/7200 [==========================>...] - ETA: 0s - loss: 0.4456 - acc: 0.8114 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3566 - acc: 0.8546 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.4401 - acc: 0.8136 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4386 - acc: 0.8135 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3511 - acc: 0.8564 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3438 - acc: 0.8606 Epoch 4/10 16/7200 [..............................] - ETA: 1s - loss: 0.4572 - acc: 0.7500 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3631 - acc: 0.8511 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3484 - acc: 0.8567 6048/7200 [========================>.....] - ETA: 0s - loss: 0.3356 - acc: 0.8656Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3390 - acc: 0.8632 6896/7200 [===========================>..] - ETA: 0s - loss: 0.3453 - acc: 0.8614Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3475 - acc: 0.8604 Epoch 4/10 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3458 - acc: 0.8593 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3368 - acc: 0.8612 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3461 - acc: 0.8600 16/7200 [..............................] - ETA: 1s - loss: 0.4309 - acc: 0.8750Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3421 - acc: 0.8601 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3406 - acc: 0.8594 Epoch 7/10 6928/7200 [===========================>..] - ETA: 0s - loss: 0.3387 - acc: 0.8610Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3324 - acc: 0.8615 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3398 - acc: 0.8607 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3394 - acc: 0.8618 6544/7200 [==========================>...] - ETA: 0s - loss: 0.3319 - acc: 0.8649Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3314 - acc: 0.8644 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3400 - acc: 0.8592 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3356 - acc: 0.8615 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3380 - acc: 0.8583 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3309 - acc: 0.8624 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3381 - acc: 0.8624 320/7200 [>.............................] - ETA: 1s - loss: 0.3688 - acc: 0.8656Epoch 8/10 528/7200 [=>............................] - ETA: 1s - loss: 0.3139 - acc: 0.8712 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3379 - acc: 0.8608 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3380 - acc: 0.8589 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3297 - acc: 0.8633 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3335 - acc: 0.8615 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3375 - acc: 0.8603 6544/7200 [==========================>...] - ETA: 0s - loss: 0.3328 - acc: 0.8658Epoch 10/10 6384/7200 [=========================>....] - ETA: 0s - loss: 0.3328 - acc: 0.8640 7200/7200 [==============================] - 1s - loss: 0.3343 - acc: 0.8654 7200/7200 [==============================] - 1s - loss: 0.3323 - acc: 0.8637 1152/7200 [===>..........................] - ETA: 1s - loss: 0.3349 - acc: 0.8689Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3341 - acc: 0.8654 7200/7200 [==============================] - 1s - loss: 0.3293 - acc: 0.8682 624/7200 [=>............................] - ETA: 0sEpoch 1/10 1680/7200 [======>.......................] - ETA: 0sEpoch 1/10 5520/7200 [======================>.......] - ETA: 0s - loss: 0.4339 - acc: 0.8190Epoch 1/10 5968/7200 [=======================>......] - ETA: 0s - loss: 0.4324 - acc: 0.8199Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4251 - acc: 0.8235 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4216 - acc: 0.8256 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3564 - acc: 0.8529 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3525 - acc: 0.8558 7040/7200 [============================>.] - ETA: 0s - loss: 0.4227 - acc: 0.8219Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.4214 - acc: 0.8228 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.4263 - acc: 0.8247 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3486 - acc: 0.8569 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3455 - acc: 0.8592 6352/7200 [=========================>....] - ETA: 0s - loss: 0.3608 - acc: 0.8520Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3522 - acc: 0.8565 Epoch 3/10 1728/7200 [======>.......................] - ETA: 1s - loss: 0.3331 - acc: 0.8686Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3427 - acc: 0.8608 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3389 - acc: 0.8607 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3508 - acc: 0.8547 6976/7200 [============================>.] - ETA: 0s - loss: 0.3428 - acc: 0.8591Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3426 - acc: 0.8586 Epoch 4/10 6000/7200 [========================>.....] - ETA: 0s - loss: 0.3383 - acc: 0.8638 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3378 - acc: 0.8610 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3366 - acc: 0.8633 Epoch 5/10 1264/7200 [====>.........................] - ETA: 1s - loss: 0.3382 - acc: 0.8655 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3385 - acc: 0.8614 5840/7200 [=======================>......] - ETA: 0s - loss: 0.3440 - acc: 0.8568Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3348 - acc: 0.8624 464/7200 [>.............................] - ETA: 1s - loss: 0.2807 - acc: 0.8815Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3434 - acc: 0.8571 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3359 - acc: 0.8603 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3352 - acc: 0.8624 5488/7200 [=====================>........] - ETA: 0s - loss: 0.3351 - acc: 0.8621Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3327 - acc: 0.8635 6576/7200 [==========================>...] - ETA: 0s - loss: 0.3351 - acc: 0.8621Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3329 - acc: 0.8626 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3409 - acc: 0.8606 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3344 - acc: 0.8639 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3314 - acc: 0.8661 6848/7200 [===========================>..] - ETA: 0s - loss: 0.3295 - acc: 0.8632Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3386 - acc: 0.8610 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3311 - acc: 0.8621 1712/7200 [======>.......................] - ETA: 1s - loss: 0.3424 - acc: 0.8546Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3309 - acc: 0.8636 Epoch 10/10 6896/7200 [===========================>..] - ETA: 0s - loss: 0.3294 - acc: 0.8625 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3362 - acc: 0.8618 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3296 - acc: 0.8629 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3310 - acc: 0.8628 7200/7200 [==============================] - 1s - loss: 0.3278 - acc: 0.8617 7200/7200 [==============================] - 1s - loss: 0.3264 - acc: 0.8644 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3339 - acc: 0.8636 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3255 - acc: 0.8631 7200/7200 [==============================] - 1s - loss: 0.3327 - acc: 0.8622 Epoch 1/10 Epoch 1/10 5216/7200 [====================>.........] - ETA: 0s - loss: 0.4432 - acc: 0.8129Epoch 1/10 5520/7200 [======================>.......] - ETA: 0s - loss: 0.4440 - acc: 0.8125Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4294 - acc: 0.8206 6384/7200 [=========================>....] - ETA: 0s - loss: 0.4343 - acc: 0.8170Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4288 - acc: 0.8203 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3616 - acc: 0.8511 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3616 - acc: 0.8531 Epoch 3/10 1072/7200 [===>..........................] - ETA: 1s - loss: 0.3561 - acc: 0.8591 6368/7200 [=========================>....] - ETA: 0s - loss: 0.4350 - acc: 0.8194Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.4284 - acc: 0.8221 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3494 - acc: 0.8575 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3651 - acc: 0.8510 Epoch 3/10 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3569 - acc: 0.8562 1568/7200 [=====>........................] - ETA: 1s - loss: 0.3425 - acc: 0.8591Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3457 - acc: 0.8568 Epoch 5/10 7040/7200 [============================>.] - ETA: 0s - loss: 0.3534 - acc: 0.8541 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3515 - acc: 0.8553 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3449 - acc: 0.8582 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3414 - acc: 0.8600 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3397 - acc: 0.8642 1792/7200 [======>.......................] - ETA: 1s - loss: 0.3380 - acc: 0.8627Epoch 6/10 16/7200 [..............................] - ETA: 1s - loss: 0.3300 - acc: 0.8750Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3381 - acc: 0.8606 1936/7200 [=======>......................] - ETA: 0s - loss: 0.3473 - acc: 0.8616Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3399 - acc: 0.8593 2688/7200 [==========>...................] - ETA: 1s - loss: 0.3428 - acc: 0.8583Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3440 - acc: 0.8583 7200/7200 [==============================] - 1s - loss: 0.3392 - acc: 0.8571 Epoch 6/10 5248/7200 [====================>.........] - ETA: 0s - loss: 0.3388 - acc: 0.8586Epoch 7/10 16/7200 [..............................] - ETA: 1s - loss: 0.3389 - acc: 0.8750 4576/7200 [==================>...........] - ETA: 0s - loss: 0.3304 - acc: 0.8610 1984/7200 [=======>......................] - ETA: 1s - loss: 0.3422 - acc: 0.8548Epoch 6/10 2496/7200 [=========>....................] - ETA: 0s - loss: 0.3356 - acc: 0.8586 3904/7200 [===============>..............] - ETA: 0s - loss: 0.3304 - acc: 0.8609Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3434 - acc: 0.8565 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3334 - acc: 0.8626 6464/7200 [=========================>....] - ETA: 0s - loss: 0.3340 - acc: 0.8611Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3347 - acc: 0.8597 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3359 - acc: 0.8624 2864/7200 [==========>...................] - ETA: 0s - loss: 0.3293 - acc: 0.8638Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3377 - acc: 0.8601 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3332 - acc: 0.8631 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3298 - acc: 0.8637 1328/7200 [====>.........................] - ETA: 1s - loss: 0.3190 - acc: 0.8630Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3341 - acc: 0.8619 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3363 - acc: 0.8601 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3335 - acc: 0.8668 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3281 - acc: 0.8642 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3322 - acc: 0.8643 7200/7200 [==============================] - 1s - loss: 0.3364 - acc: 0.8608 6240/7200 [=========================>....] - ETA: 0s - loss: 0.3331 - acc: 0.8641Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3307 - acc: 0.8647 3952/7200 [===============>..............] - ETA: 0sss: 0.3282 - acc: 0.8644 Epoch 10/10 5568/7200 [======================>.......] - ETA: 0s - loss: 0.3361 - acc: 0.85Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3358 - acc: 0.8604 7200/7200 [==============================] - 1s - loss: 0.3275 - acc: 0.8636 1 1888/7200 [======>.......................] - ETA: 2s - loss: 0.5096 - acc: 0.7850Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4307 - acc: 0.8164 Epoch 2/10 1552/7200 [=====>........................] - ETA: 0s - loss: 0.3655 - acc: 0.8576Epoch 1/10 2320/7200 [========>.....................] - ETA: 0s - loss: 0.3758 - acc: 0.8474Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.4291 - acc: 0.8171 Epoch 2/10 1360/7200 [====>.........................] - ETA: 1s - loss: 0.3514 - acc: 0.8632 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.4300 - acc: 0.8165 6320/7200 [=========================>....] - ETA: 0s - loss: 0.3668 - acc: 0.8513Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3614 - acc: 0.8536 Epoch 3/10 1088/7200 [===>..........................] - ETA: 1s - loss: 0.3602 - acc: 0.8585 6272/7200 [=========================>....] - ETA: 0s - loss: 0.3545 - acc: 0.8546Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3520 - acc: 0.8561 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3632 - acc: 0.8514 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3474 - acc: 0.8574 Epoch 4/10 544/7200 [=>............................] - ETA: 1s - loss: 0.3026 - acc: 0.8860 5888/7200 [=======================>......] - ETA: 0s - loss: 0.3477 - acc: 0.8584Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3496 - acc: 0.8568 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3507 - acc: 0.8579 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3439 - acc: 0.8599 Epoch 5/10 6160/7200 [========================>.....] - ETA: 0s - loss: 0.3439 - acc: 0.8588 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3431 - acc: 0.8575 1616/7200 [=====>........................] - ETA: 1s - loss: 0.3286 - acc: 0.8577Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3459 - acc: 0.8576 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3390 - acc: 0.8586 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3426 - acc: 0.8589 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3415 - acc: 0.8619 1280/7200 [====>.........................] - ETA: 1s - loss: 0.3187 - acc: 0.8820Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3407 - acc: 0.8585 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3373 - acc: 0.8618 Epoch 7/10 1104/7200 [===>..........................] - ETA: 1s - loss: 0.3264 - acc: 0.8714 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3391 - acc: 0.8597 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3363 - acc: 0.8625 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3349 - acc: 0.8631 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3332 - acc: 0.8625 16/7200 [..............................] - ETA: 1s - loss: 0.1378 - acc: 1.0000Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3382 - acc: 0.8611 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3341 - acc: 0.8624 Epoch 8/10 5312/7200 [=====================>........] - ETA: 0s - loss: 0.3258 - acc: 0.8669 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3341 - acc: 0.8625 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3330 - acc: 0.8628 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3325 - acc: 0.8622 Epoch 9/10 5600/7200 [======================>.......] - ETA: 0s - loss: 0.3267 - acc: 0.8638 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3294 - acc: 0.8653 5776/7200 [=======================>......] - ETA: 0s - loss: 0.3274 - acc: 0.8639Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3362 - acc: 0.8611 7200/7200 [==============================] - 1s - loss: 0.3294 - acc: 0.8624 3376/7200 [=============>................] - ETA: 0s - loss: 0.3308 - acc: 0.86Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3304 - acc: 0.8633 1472/7200 [=====>........................] - ETA: 1s - loss: 0.3314 - acc: 0.8573Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3322 - acc: 0.8643 3296/7200 [============>.................] - ETA: 0s - loss: 0.3205 - acc: 0.8653Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3315 - acc: 0.8629 7200/7200 [==============================] - 1s - loss: 0.3308 - acc: 0.8628 3344/7200 [============>.................] - ETA: 1s - loss: 0.4714 - acc: 0.8041Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4272 - acc: 0.8233 720/7200 [==>...........................] - ETA: 6s - loss: 0.6022 - acc: 0.7792Epoch 2/10 2560/7200 [=========>....................] - ETA: 0s - loss: 0.3568 - acc: 0.8516Epoch 1/10 4240/7200 [================>.............] - ETA: 0s - loss: 0.3607 - acc: 0.8491Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4288 - acc: 0.8214 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3527 - acc: 0.8539 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.4311 - acc: 0.8194 5984/7200 [=======================>......] - ETA: 0s - loss: 0.3430 - acc: 0.8585Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3580 - acc: 0.8533 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3415 - acc: 0.8586 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.4310 - acc: 0.8217 Epoch 2/10 6784/7200 [===========================>..] - ETA: 0s - loss: 0.3568 - acc: 0.8575 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3585 - acc: 0.8539 Epoch 3/10 256/7200 [>.............................] - ETA: 1s - loss: 0.3216 - acc: 0.8906 Epoch 3/10 16/7200 [..............................] - ETA: 1s - loss: 0.1866 - acc: 0.9375 544/7200 [=>............................] - ETA: 1s - loss: 0.3002 - acc: 0.8860Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3432 - acc: 0.8612 Epoch 4/10 16/7200 [..............................] - ETA: 2s - loss: 0.2925 - acc: 0.9375Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3459 - acc: 0.8596 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3357 - acc: 0.8619 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3410 - acc: 0.8576 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3439 - acc: 0.8590 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3333 - acc: 0.8611 Epoch 7/10 16/7200 [..............................] - ETA: 1s - loss: 0.3011 - acc: 0.8750 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3394 - acc: 0.8594 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3393 - acc: 0.8604 6080/7200 [========================>.....] - ETA: 0s - loss: 0.3372 - acc: 0.8627Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3318 - acc: 0.8636 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3395 - acc: 0.8601 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3379 - acc: 0.8603 5536/7200 [======================>.......] - ETA: 0s - loss: 0.3256 - acc: 0.8667Epoch 8/10 512/7200 [=>............................] - ETA: 1s - loss: 0.3325 - acc: 0.8613 Epoch 7/10 7120/7200 [============================>.] - ETA: 0s - loss: 0.3280 - acc: 0.8654 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3284 - acc: 0.8656 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3351 - acc: 0.8612 5264/7200 [====================>.........] - ETA: 0s - loss: 0.3385 - acc: 0.8600Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3350 - acc: 0.8635 5456/7200 [=====================>........] - ETA: 0s - loss: 0.3217 - acc: 0.8697Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3346 - acc: 0.8626 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3260 - acc: 0.8661 Epoch 10/10 4784/7200 [==================>...........] - ETA: 0s - loss: 0.3329 - acc: 0.8627 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3322 - acc: 0.8664 6640/7200 [==========================>...] - ETA: 0s - loss: 0.3291 - acc: 0.8667Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3323 - acc: 0.8651 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3251 - acc: 0.8646 7200/7200 [==============================] - 1s - loss: 0.3310 - acc: 0.8643 7200/7200 [==============================] - 1s - loss: 0.3310 - acc: 0.8639 6720/7200 [===========================>..] - ETA: 0sEpoch 10/103306 - acc: 0.86 7200/7200 [==============================] - 1s - loss: 0.3304 - acc: 0.8618 Epoch 10/10 3856/7200 [===============>..............] - ETA: 0s - loss: 0.3172 - acc: 0.8732Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3310 - acc: 0.8660 544/7200 [=>............................] - ETA: 9s - loss: 0.6070 - acc: 0.7629 Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3312 - acc: 0.8637 7200/7200 [==============================] - 2s - loss: 0.4289 - acc: 0.8183 Epoch 2/10 5616/7200 [======================>.......] - ETA: 0s - loss: 0.4410 - acc: 0.8146Epoch 1/10 6176/7200 [========================>.....] - ETA: 0s - loss: 0.4332 - acc: 0.8178Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.4244 - acc: 0.8211 3616/7200 [==============>...............] - ETA: 0s - loss: 0.3753 - acc: 0.8449Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3614 - acc: 0.8510 Epoch 3/10 3280/7200 [============>.................] - ETA: 0s - loss: 0.3448 - acc: 0.8585 4832/7200 [===================>..........] - ETA: 0s - loss: 0.4525 - acc: 0.8063Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.4270 - acc: 0.8204 1968/7200 [=======>......................] - ETA: 1s - loss: 0.3323 - acc: 0.8704Epoch 2/10 6080/7200 [========================>.....] - ETA: 0s - loss: 0.3497 - acc: 0.8558 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3514 - acc: 0.8540 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3434 - acc: 0.8596 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3572 - acc: 0.8517 6416/7200 [=========================>....] - ETA: 0s - loss: 0.3627 - acc: 0.8529Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3605 - acc: 0.8529 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3465 - acc: 0.8560 1488/7200 [=====>........................] - ETA: 1s - loss: 0.3353 - acc: 0.8710Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3391 - acc: 0.8599 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3488 - acc: 0.8578 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3507 - acc: 0.8564 5968/7200 [=======================>......] - ETA: 0s - loss: 0.3418 - acc: 0.8559Epoch 4/10 3856/7200 [===============>..............] - ETA: 0s - loss: 0.3405 - acc: 0.8563 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3348 - acc: 0.8608 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3438 - acc: 0.8590 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3454 - acc: 0.8589 1776/7200 [======>.......................] - ETA: 1s - loss: 0.3159 - acc: 0.8688Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3404 - acc: 0.8607 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3317 - acc: 0.8635 5760/7200 [=======================>......] - ETA: 0s - loss: 0.3412 - acc: 0.8595Epoch 7/10 5248/7200 [====================>.........] - ETA: 0s - loss: 0.3414 - acc: 0.8582 Epoch 6/10 240/7200 [>.............................] - ETA: 1s - loss: 0.2780 - acc: 0.9000 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3384 - acc: 0.8610 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3309 - acc: 0.8617 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3391 - acc: 0.8604 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3366 - acc: 0.8628 Epoch 7/10 1936/7200 [=======>......................] - ETA: 0s - loss: 0.3276 - acc: 0.8611 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3287 - acc: 0.8628 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3344 - acc: 0.8612 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3376 - acc: 0.8608 416/7200 [>.............................] - ETA: 1s - loss: 0.2985 - acc: 0.8726Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3352 - acc: 0.8636 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3277 - acc: 0.8654 3040/7200 [===========>..................] - ETA: 0s - loss: 0.3317 - acc: 0.8599Epoch 10/10 4304/7200 [================>.............] - ETA: 0s - loss: 0.3322 - acc: 0.8599 1552/7200 [=====>........................] - ETA: 1s - loss: 0.3176 - acc: 0.8686Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3366 - acc: 0.8611 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3337 - acc: 0.8590 656/7200 [=>............................] - ETA: 0sss: 0.3267 - acc: 0.8631 7200/7200 [==============================] - 1s - loss: 0.3301 - acc: 0.8658 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3352 - acc: 0.8632 1360/7200 [====>.........................] - ETA: 1s - loss: 0.3175 - acc: 0.8676Epoch 10/10 2416/7200 [=========>....................] - ETA: 1s - loss: 0.3288 - acc: 0.8638Epoch 1/10 6944/7200 [===========================>..] - ETA: 0s - loss: 0.3300 - acc: 0.86557Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3304 - acc: 0.8650 7200/7200 [==============================] - 1s - loss: 0.3342 - acc: 0.8625 7200/7200 [==============================] - 2s - loss: 0.4367 - acc: 0.8081 Epoch 2/10 5696/7200 [======================>.......] - ETA: 0s - loss: 0.4462 - acc: 0.8107Epoch 1/10 3216/7200 [============>.................] - ETA: 0s - loss: 0.3634 - acc: 0.8517Epoch 1/10 4032/7200 [===============>..............] - ETA: 0s - loss: 0.3625 - acc: 0.8500 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3595 - acc: 0.8550 1552/7200 [=====>........................] - ETA: 3s - loss: 0.5445 - acc: 0.7687Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3563 - acc: 0.8538 3968/7200 [===============>..............] - ETA: 0s - loss: 0.3488 - acc: 0.8556Epoch 3/10 6480/7200 [==========================>...] - ETA: 0s - loss: 0.4427 - acc: 0.8131 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.4351 - acc: 0.8176 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3488 - acc: 0.8560 Epoch 4/10 4976/7200 [===================>..........] - ETA: 0s - loss: 0.3466 - acc: 0.8581 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3564 - acc: 0.8547 Epoch 3/10 720/7200 [==>...........................] - ETA: 1s - loss: 0.3196 - acc: 0.8611 Epoch 5/10 16/7200 [..............................] - ETA: 1s - loss: 0.3054 - acc: 0.8750 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3406 - acc: 0.8569 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3450 - acc: 0.8583 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3508 - acc: 0.8562 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3405 - acc: 0.8607 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3381 - acc: 0.8633 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3447 - acc: 0.8554 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3377 - acc: 0.8579 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3378 - acc: 0.8612 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3368 - acc: 0.8610 5904/7200 [=======================>......] - ETA: 0s - loss: 0.3305 - acc: 0.8614Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3436 - acc: 0.8586 6448/7200 [=========================>....] - ETA: 0s - loss: 0.3318 - acc: 0.8612Epoch 6/10 464/7200 [>.............................] - ETA: 1s - loss: 0.3392 - acc: 0.8599 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3346 - acc: 0.8597 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3345 - acc: 0.8601 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3405 - acc: 0.8596 7200/7200 [==============================] - 1s - loss: 0.3342 - acc: 0.8617 Epoch 7/10 Epoch 7/10 1168/7200 [===>..........................] - ETA: 1s - loss: 0.3376 - acc: 0.8536 1536/7200 [=====>........................] - ETA: 1s - loss: 0.3521 - acc: 0.8496Epoch 9/10 6912/7200 [===========================>..] - ETA: 0s - loss: 0.3337 - acc: 0.8617 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3326 - acc: 0.8622 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3404 - acc: 0.8597 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3313 - acc: 0.8642 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3310 - acc: 0.8637 4896/7200 [===================>..........] - ETA: 0s - loss: 0.3261 - acc: 0.8627Epoch 10/10 6848/7200 [===========================>..] - ETA: 0s - loss: 0.3385 - acc: 0.8575 Epoch 9/10 480/7200 [=>............................] - ETA: 1s - loss: 0.3077 - acc: 0.8583 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3294 - acc: 0.8633 7200/7200 [==============================] - 1s - loss: 0.3287 - acc: 0.8642 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3354 - acc: 0.8635 Epoch 10/10 688/7200 [=>............................] - ETA: 1s - loss: 0.3010 - acc: 0.8677 7200/7200 [==============================] - 1s - loss: 0.3338 - acc: 0.8622 6848/7200 [===========================>..] - ETA: 0s - loss: 0.3292 - acc: 0.8611Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3268 - acc: 0.8624 5712/7200 [======================>.......] - ETA: 0s - loss: 0.4569 - acc: 0.Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.4192 - acc: 0.8242 Epoch 2/10 1952/7200 [=======>......................] - ETA: 3s - loss: 0.4751 - acc: 0.8084Epoch 1/10 3040/7200 [===========>..................] - ETA: 1s - loss: 0.4468 - acc: 0.8214Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.4165 - acc: 0.8265 2080/7200 [=======>......................] - ETA: 2s - loss: 0.4684 - acc: 0.8063Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3541 - acc: 0.8522 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.4207 - acc: 0.8251 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.4154 - acc: 0.8287 6592/7200 [==========================>...] - ETA: 0s - loss: 0.3515 - acc: 0.8525Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3530 - acc: 0.8529 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3474 - acc: 0.8589 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3568 - acc: 0.8519 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3498 - acc: 0.8564 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3449 - acc: 0.8601 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3422 - acc: 0.8589 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3482 - acc: 0.8575 7088/7200 [============================>.] - ETA: 0s - loss: 0.3409 - acc: 0.8599Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3422 - acc: 0.8594 7024/7200 [============================>.] - ETA: 0s - loss: 0.3401 - acc: 0.8616Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3398 - acc: 0.8618 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3375 - acc: 0.8607 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3377 - acc: 0.8628 Epoch 5/10 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3433 - acc: 0.8596 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3371 - acc: 0.8626 Epoch 7/10 4512/7200 [=================>............] - ETA: 0s - loss: 0.3265 - acc: 0.8717 Epoch 7/10 16/7200 [..............................] - ETA: 1s - loss: 0.2053 - acc: 0.8750 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3394 - acc: 0.8607 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3346 - acc: 0.8651 Epoch 8/10 3792/7200 [==============>...............] - ETA: 0s - loss: 0.3304 - acc: 0.8658Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3303 - acc: 0.8636 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3369 - acc: 0.8603 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3319 - acc: 0.8654 1216/7200 [====>.........................] - ETA: 1s - loss: 0.3280 - acc: 0.8635Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3281 - acc: 0.8653 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3276 - acc: 0.8679 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3342 - acc: 0.8639 1968/7200 [=======>......................] - ETA: 1s - loss: 0.3222 - acc: 0.8714Epoch 8/10 736/7200 [==>...........................] - ETA: 1s - loss: 0.3076 - acc: 0.8899 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3271 - acc: 0.8657 5280/7200 [=====================>........] - ETA: 0s - loss: 0.3333 - acc: 0.8634Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3258 - acc: 0.8675 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3323 - acc: 0.8632 1552/7200 [=====>........................] - ETA: 1s - loss: 0.3180 - acc: 0.8718Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3284 - acc: 0.8660 7200/7200 [==============================] - 1s - loss: 0.3256 - acc: 0.8653 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3245 - acc: 0.8699 7200/7200 [==============================] - 1s - loss: 0.3307 - acc: 0.8667 Epoch 10/10 3840/7200 [===============>..............] - ETA: 0s - loss: 0.3248 - acc: 0.8638Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3221 - acc: 0.8660 7200/7200 [==============================] - 1s - loss: 0.3282 - acc: 0.8637 16/7200 [..............................] - ETA: 312s - loss: 0.6800 - acc: 0.7500Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.4236 - acc: 0.8240 Epoch 2/10 4272/7200 [================>.............] - ETA: 1s - loss: 0.4384 - acc: 0.8137Epoch 1/10 5232/7200 [====================>.........] - ETA: 0s - loss: 0.4357 - acc: 0.8154Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.4206 - acc: 0.8256 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3592 - acc: 0.8511 3536/7200 [=============>................] - ETA: 1s - loss: 0.4394 - acc: 0.8122Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.4224 - acc: 0.8257 6256/7200 [=========================>....] - ETA: 0s - loss: 0.4284 - acc: 0.8215Epoch 2/10 16/7200 [..............................] - ETA: 2s - loss: 0.2067 - acc: 0.9375 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.4205 - acc: 0.8261 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3487 - acc: 0.8553 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3565 - acc: 0.8529 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3452 - acc: 0.8571 Epoch 4/10 448/7200 [>.............................] - ETA: 1s - loss: 0.3239 - acc: 0.8750 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3448 - acc: 0.8593 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3449 - acc: 0.8562 Epoch 4/10 4112/7200 [================>.............] - ETA: 0s - loss: 0.3403 - acc: 0.8621 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3415 - acc: 0.8603 1056/7200 [===>..........................] - ETA: 1s - loss: 0.3148 - acc: 0.8769Epoch 5/10 3904/7200 [===============>..............] - ETA: 0s - loss: 0.3343 - acc: 0.8619 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3401 - acc: 0.8603 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3384 - acc: 0.8606 928/7200 [==>...........................] - ETA: 1s - loss: 0.3123 - acc: 0.8793Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3358 - acc: 0.8643 Epoch 6/10 3648/7200 [==============>...............] - ETA: 0s - loss: 0.3376 - acc: 0.8605 Epoch 7/10 5184/7200 [====================>.........] - ETA: 0s - loss: 0.3337 - acc: 0.8648 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3335 - acc: 0.8646 480/7200 [=>............................] - ETA: 1s - loss: 0.2991 - acc: 0.8792Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3358 - acc: 0.8614 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3365 - acc: 0.8632 Epoch 8/10 5104/7200 [====================>.........] - ETA: 0s - loss: 0.3323 - acc: 0.8642 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3341 - acc: 0.8631 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3344 - acc: 0.8626 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3334 - acc: 0.8635 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3338 - acc: 0.8639 Epoch 8/10 3904/7200 [===============>..............] - ETA: 0s - loss: 0.3286 - acc: 0.8619 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3315 - acc: 0.8644 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3316 - acc: 0.8622 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3301 - acc: 0.8621 3616/7200 [==============>...............] - ETA: 0s - loss: 0.3245 - acc: 0.8711Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3276 - acc: 0.8628 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3309 - acc: 0.8642 1952/7200 [=======>......................] - ETA: 1s - loss: 0.3093 - acc: 0.8740Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3298 - acc: 0.8671 7200/7200 [==============================] - 1s - loss: 0.3295 - acc: 0.8643 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3282 - acc: 0.8637 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3274 - acc: 0.8685 1872/7200 [======>.......................] - ETA: 0s - loss: 0.3254 - acc: 0.86Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3226 - acc: 0.8647 7200/7200 [==============================] - 1s - loss: 0.3255 - acc: 0.8650 2608/7200 [=========>....................] - ETA: 0s - loss: 0.4884 - acc: 0.79Epoch 1/10 1872/7200 [======>.......................] - ETA: 3s - loss: 0.4957 - acc: 0.7821Epoch 1/10 2080/7200 [=======>......................] - ETA: 2s - loss: 0.4861 - acc: 0.7865Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.4174 - acc: 0.8218 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.4229 - acc: 0.8174 2144/7200 [=======>......................] - ETA: 2s - loss: 0.4923 - acc: 0.7831Epoch 2/10 3600/7200 [==============>...............] - ETA: 1s - loss: 0.4659 - acc: 0.7994 2032/7200 [=======>......................] - ETA: 1s - loss: 0.3577 - acc: 0.8519Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.4221 - acc: 0.8218 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.4226 - acc: 0.8229 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3568 - acc: 0.8543 2080/7200 [=======>......................] - ETA: 1s - loss: 0.3497 - acc: 0.8591Epoch 3/10 1840/7200 [======>.......................] - ETA: 1s - loss: 0.3417 - acc: 0.8658 4336/7200 [=================>............] - ETA: 0s - loss: 0.3560 - acc: 0.8549Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3566 - acc: 0.8531 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3552 - acc: 0.8551 4992/7200 [===================>..........] - ETA: 0s - loss: 0.3461 - acc: 0.8606Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3489 - acc: 0.8575 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3390 - acc: 0.8618 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3472 - acc: 0.8556 Epoch 4/10 3008/7200 [===========>..................] - ETA: 0s - loss: 0.3326 - acc: 0.8634 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3454 - acc: 0.8610 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3337 - acc: 0.8629 4048/7200 [===============>..............] - ETA: 0s - loss: 0.3460 - acc: 0.8636Epoch 6/10 2512/7200 [=========>....................] - ETA: 1s - loss: 0.3182 - acc: 0.8682 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3406 - acc: 0.8611 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3404 - acc: 0.8617 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3303 - acc: 0.8629 2240/7200 [========>.....................] - ETA: 1s - loss: 0.3286 - acc: 0.8688Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3391 - acc: 0.8610 2960/7200 [===========>..................] - ETA: 0s - loss: 0.3158 - acc: 0.8679Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3381 - acc: 0.8604 Epoch 6/10 1856/7200 [======>.......................] - ETA: 1s - loss: 0.3357 - acc: 0.8534 Epoch 7/10 4544/7200 [=================>............] - ETA: 0s - loss: 0.3385 - acc: 0.8581 2512/7200 [=========>....................] - ETA: 1s - loss: 0.3197 - acc: 0.8678Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3356 - acc: 0.8624 Epoch 7/10 5968/7200 [=======================>......] - ETA: 0s - loss: 0.3356 - acc: 0.8609 880/7200 [==>...........................] - ETA: 1s - loss: 0.3613 - acc: 0.8580Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3357 - acc: 0.8618 1968/7200 [=======>......................] - ETA: 1s - loss: 0.3555 - acc: 0.8547Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3260 - acc: 0.8647 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3335 - acc: 0.8649 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3312 - acc: 0.8654 3440/7200 [=============>................] - ETA: 0s - loss: 0.3175 - acc: 0.8712Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3327 - acc: 0.8639 800/7200 [==>...........................] - ETA: 1s - loss: 0.3317 - acc: 0.8588Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3235 - acc: 0.8657 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3321 - acc: 0.8633 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3306 - acc: 0.8632 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3315 - acc: 0.8639 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3199 - acc: 0.8674 7200/7200 [==============================] - 1s - loss: 0.3289 - acc: 0.8644 Epoch 10/10 6176/7200 [========================>.....] - ETA: 0s - loss: 0.3229 - acc: 0.8648 Epoch 10/10 928/7200 [==>...........................] - ETA: 1s - loss: 0.3210 - acc: 0.8631 6944/7200 [===========================>..] - ETA: 0s - loss: 0.3267 - acc: 0.8655Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3275 - acc: 0.8649 7200/7200 [==============================] - 1s - loss: 0.3265 - acc: 0.8664 672/7200 [=>............................] - ETA: 7s - loss: 0.6000 - acc: 0.7589 Epoch 1/10 1952/7200 [=======>......................] - ETA: 3s - loss: 0.4914 - acc: 0.7905Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.4226 - acc: 0.8247 Epoch 2/10 288/7200 [>.............................] - ETA: 1s - loss: 0.3541 - acc: 0.8681Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.4177 - acc: 0.8279 896/7200 [==>...........................] - ETA: 6s - loss: 0.5765 - acc: 0.7489Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3566 - acc: 0.8531 3536/7200 [=============>................] - ETA: 1s - loss: 0.4581 - acc: 0.8060Epoch 3/10 2048/7200 [=======>......................] - ETA: 1s - loss: 0.3360 - acc: 0.8691 Epoch 2/10 1488/7200 [=====>........................] - ETA: 1s - loss: 0.3921 - acc: 0.8293 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3484 - acc: 0.8578 1024/7200 [===>..........................] - ETA: 1s - loss: 0.3724 - acc: 0.8447Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3483 - acc: 0.8585 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3556 - acc: 0.8529 Epoch 3/10 6144/7200 [========================>.....] - ETA: 0s - loss: 0.3376 - acc: 0.8636 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3399 - acc: 0.8617 2704/7200 [==========>...................] - ETA: 1s - loss: 0.3362 - acc: 0.8658Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3446 - acc: 0.8583 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3470 - acc: 0.8593 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3442 - acc: 0.8592 2896/7200 [===========>..................] - ETA: 1s - loss: 0.3289 - acc: 0.8619Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3347 - acc: 0.8624 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3419 - acc: 0.8568 5856/7200 [=======================>......] - ETA: 0s - loss: 0.3426 - acc: 0.8591Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3422 - acc: 0.8600 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3403 - acc: 0.8607 Epoch 5/10 2720/7200 [==========>...................] - ETA: 1s - loss: 0.3252 - acc: 0.8680 Epoch 6/10 5504/7200 [=====================>........] - ETA: 0s - loss: 0.3381 - acc: 0.8646 2672/7200 [==========>...................] - ETA: 1s - loss: 0.3172 - acc: 0.8679Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3400 - acc: 0.8629 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3381 - acc: 0.8631 Epoch 6/10 3888/7200 [===============>..............] - ETA: 0s - loss: 0.3407 - acc: 0.8614 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3358 - acc: 0.8626 4256/7200 [================>.............] - ETA: 0s - loss: 0.3284 - acc: 0.8618Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3380 - acc: 0.8593 6112/7200 [========================>.....] - ETA: 0s - loss: 0.3328 - acc: 0.8619Epoch 7/10 2992/7200 [===========>..................] - ETA: 0s - loss: 0.3257 - acc: 0.8646 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3282 - acc: 0.8662 864/7200 [==>...........................] - ETA: 1s - loss: 0.3782 - acc: 0.8426Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3352 - acc: 0.8615 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3356 - acc: 0.8619 5856/7200 [=======================>......] - ETA: 0s - loss: 0.3379 - acc: 0.8622Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3331 - acc: 0.8640 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3277 - acc: 0.8649 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3313 - acc: 0.8624 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3346 - acc: 0.8635 Epoch 9/10 1248/7200 [====>.........................] - ETA: 1s - loss: 0.3105 - acc: 0.8694 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3242 - acc: 0.8657 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3307 - acc: 0.8631 7200/7200 [==============================] - 1s - loss: 0.3301 - acc: 0.8651 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3280 - acc: 0.8661 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3241 - acc: 0.8651 7200/7200 [==============================] - 1s - loss: 0.3314 - acc: 0.8628 5952/7200 [=======================>......] - ETA: 0s - loss: 0.3261 - acc: 0.86Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3287 - acc: 0.8647 576/800 [====================>.........] - ETA: 0s 2s - loss: 0.6326 - acc: 0.7768Epoch 1/10 1968/7200 [=======>......................] - ETA: 3s - loss: 0.4767 - acc: 0.8069Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.4187 - acc: 0.8239 Epoch 2/10 16/7200 [..............................] - ETA: 2s - loss: 0.6649 - acc: 0.7500Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.4179 - acc: 0.8253 Epoch 2/10 4080/7200 [================>.............] - ETA: 1s - loss: 0.4530 - acc: 0.8091 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.4175 - acc: 0.8256 5968/7200 [=======================>......] - ETA: 0s - loss: 0.4291 - acc: 0.8202Epoch 2/10 16/7200 [..............................] - ETA: 1s - loss: 0.5966 - acc: 0.8125 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.4217 - acc: 0.8225 Epoch 2/10 3856/7200 [===============>..............] - ETA: 0s - loss: 0.3616 - acc: 0.8550 Epoch 4/10 2960/7200 [===========>..................] - ETA: 1s - loss: 0.3441 - acc: 0.8554 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3442 - acc: 0.8576 3440/7200 [=============>................] - ETA: 0s - loss: 0.3428 - acc: 0.8584Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3585 - acc: 0.8515 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3425 - acc: 0.8590 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3434 - acc: 0.8593 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3409 - acc: 0.8586 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3505 - acc: 0.8550 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3368 - acc: 0.8617 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3388 - acc: 0.8576 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3363 - acc: 0.8617 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3453 - acc: 0.8568 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3348 - acc: 0.8622 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3335 - acc: 0.8637 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3335 - acc: 0.8621 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3401 - acc: 0.8592 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3330 - acc: 0.8586 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3317 - acc: 0.8629 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3328 - acc: 0.8596 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3392 - acc: 0.8583 1136/7200 [===>..........................] - ETA: 1s - loss: 0.3125 - acc: 0.8732Epoch 7/10 1264/7200 [====>.........................] - ETA: 1s - loss: 0.3296 - acc: 0.8592 2624/7200 [=========>....................] - ETA: 1s - loss: 0.3168 - acc: 0.8662Epoch 9/10 7024/7200 [============================>.] - ETA: 0s - loss: 0.3309 - acc: 0.8616 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3298 - acc: 0.8624 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3365 - acc: 0.8593 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3285 - acc: 0.8656 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3279 - acc: 0.8649 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3268 - acc: 0.8647 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3328 - acc: 0.8632 Epoch 9/10 1104/7200 [===>..........................] - ETA: 1s - loss: 0.3378 - acc: 0.8659 7200/7200 [==============================] - 1s - loss: 0.3268 - acc: 0.8637 7200/7200 [==============================] - 1s - loss: 0.3258 - acc: 0.8647 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3326 - acc: 0.8624 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.2825 - acc: 0.87 3056/7200 [===========>..................] - ETA: 0s - loss: 0.3229 - acc: 0.86Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3236 - acc: 0.8657 6 1504/7200 [=====>........................] - ETA: 3s - loss: 0.6091 - acc: 0.7606 3488/7200 [=============>................] - ETA: 1s - loss: 0.5249 - acc: 0.7844Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4722 - acc: 0.8013 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3823 - acc: 0.8397 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.4715 - acc: 0.8006 Epoch 2/10 992/7200 [===>..........................] - ETA: 0s - loss: 0.4068 - acc: 0.8367Epoch 1/10 5408/7200 [=====================>........] - ETA: 0s - loss: 0.3632 - acc: 0.8536Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3573 - acc: 0.8539 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3819 - acc: 0.8410 Epoch 3/10 4736/7200 [==================>...........] - ETA: 0s - loss: 0.3623 - acc: 0.8562Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3553 - acc: 0.8560 Epoch 4/10 5184/7200 [====================>.........] - ETA: 0s - loss: 0.3512 - acc: 0.8573 2464/7200 [=========>....................] - ETA: 0s - loss: 0.3580 - acc: 0.8531Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4684 - acc: 0.8026 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3472 - acc: 0.8590 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3501 - acc: 0.8551 Epoch 5/10 6432/7200 [=========================>....] - ETA: 0s - loss: 0.3812 - acc: 0.8410 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3797 - acc: 0.8428 Epoch 3/10 1408/7200 [====>.........................] - ETA: 0s - loss: 0.3699 - acc: 0.8466 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8604 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3605 - acc: 0.8517 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3536 - acc: 0.8553 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8571 6368/7200 [=========================>....] - ETA: 0s - loss: 0.3420 - acc: 0.8613Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8593 4352/7200 [=================>............] - ETA: 0s - loss: 0.3590 - acc: 0.8506Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3533 - acc: 0.8524 Epoch 5/10 5952/7200 [=======================>......] - ETA: 0s - loss: 0.3378 - acc: 0.8602 5856/7200 [=======================>......] - ETA: 0s - loss: 0.3399 - acc: 0.8593Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8601 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8600 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3491 - acc: 0.8564 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8599 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8610 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8601 480/7200 [=>............................] - ETA: 0s - loss: 0.2872 - acc: 0.8812Epoch 10/10 1792/7200 [======>.......................] - ETA: 0s - loss: 0.3407 - acc: 0.8650 4672/7200 [==================>...........] - ETA: 0s - loss: 0.3413 - acc: 0.8622Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3422 - acc: 0.8614 Epoch 7/10 1376/7200 [====>.........................] - ETA: 0s - loss: 0.3380 - acc: 0.8561 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8592 3200/7200 [============>.................] - ETA: 0s - loss: 0.3316 - acc: 0.8675 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8606 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8624 7200/7200 [==============================] - 0s - loss: 0.3428 - acc: 0.8586 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8626 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8589 Epoch 10/10 4160/7200 [================>.............] - ETA: 0s - loss: 0.3352 - acc: 0.8663Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8642 Epoch 10/10 6816/7200 [===========================>..] - ETA: 0s - loss: 0.3410 - acc: 0.8602Epoch 1/10 4160/7200 [================>.............] - ETA: 0s - loss: 0.3438 - acc: 0.8584 7200/7200 [==============================] - 0s - loss: 0.3344 - acc: 0.8617 7200/7200 [==============================] - 1s - loss: 0.4792 - acc: 0.7960 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4760 - acc: 0.7964 Epoch 2/10 6496/7200 [==========================>...] - ETA: 0s - loss: 0.4071 - acc: 0.8242Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.4062 - acc: 0.8244 Epoch 3/10 1856/7200 [======>.......................] - ETA: 0s - loss: 0.3774 - acc: 0.8443Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8257 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3730 - acc: 0.8465 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3701 - acc: 0.8479 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.4750 - acc: 0.7981 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3589 - acc: 0.8549 5376/7200 [=====================>........] - ETA: 0s - loss: 0.4858 - acc: 0.8002Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.4756 - acc: 0.7988 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3547 - acc: 0.8574 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8240 Epoch 3/10 832/7200 [==>...........................] - ETA: 0s - loss: 0.3390 - acc: 0.8630 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8269 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3473 - acc: 0.8606 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3695 - acc: 0.8464 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3485 - acc: 0.8565 Epoch 7/10 1376/7200 [====>.........................] - ETA: 0s - loss: 0.3262 - acc: 0.8619 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8589 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3550 - acc: 0.8567 Epoch 5/10 6144/7200 [========================>.....] - ETA: 0s - loss: 0.3579 - acc: 0.8555 Epoch 8/10 1056/7200 [===>..........................] - ETA: 0s - loss: 0.3534 - acc: 0.8551 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3428 - acc: 0.8613 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3473 - acc: 0.8568 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3444 - acc: 0.8581 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3466 - acc: 0.8578 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8600 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8581 3776/7200 [==============>...............] - ETA: 0s - loss: 0.3427 - acc: 0.8618Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8589 32/7200 [..............................] - ETA: 0s - loss: 0.2019 - acc: 0.9375Epoch 10/10 5344/7200 [=====================>........] - ETA: 0s - loss: 0.3456 - acc: 0.8572 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8590 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8600 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8594 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8628 608/7200 [=>............................] - ETA: 0s - loss: 0.3888 - acc: 0.8487Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8608 800/800 [==============================] - 0s s - loss: 0.3371 - acc: 0.860 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8589 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8589 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8603 Epoch 10/10 6272/7200 [=========================>....] - ETA: 0s - loss: 0.3410 - acc: 0.8602Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8614 Epoch 10/10 2368/7200 [========>.....................] - ETA: 0s - loss: 0.3525 - acc: 0.8526Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8583 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8619 7200/7200 [==============================] - 1s - loss: 0.4855 - acc: 0.7978 2976/7200 [===========>..................] - ETA: 1s - loss: 0.5601 - acc: 0.7890Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4867 - acc: 0.7968 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8374 2528/7200 [=========>....................] - ETA: 0s - loss: 0.3989 - acc: 0.8319Epoch 3/10 1344/7200 [====>.........................] - ETA: 0s - loss: 0.3484 - acc: 0.8557Epoch 1/10 4064/7200 [===============>..............] - ETA: 0s - loss: 0.3652 - acc: 0.8509Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8369 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3637 - acc: 0.8510 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3665 - acc: 0.8503 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3507 - acc: 0.8561 Epoch 5/10 4128/7200 [================>.............] - ETA: 0s - loss: 0.3510 - acc: 0.8576 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4822 - acc: 0.7964 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3552 - acc: 0.8543 32/7200 [..............................] - ETA: 1s - loss: 0.5740 - acc: 0.6875Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3454 - acc: 0.8586 6016/7200 [========================>.....] - ETA: 0s - loss: 0.3948 - acc: 0.8348Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8365 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3515 - acc: 0.8579 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8351 Epoch 3/10 1408/7200 [====>.........................] - ETA: 0s - loss: 0.3596 - acc: 0.8537 Epoch 7/10 3360/7200 [=============>................] - ETA: 0s - loss: 0.3687 - acc: 0.8506 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3462 - acc: 0.8617 Epoch 7/10 1472/7200 [=====>........................] - ETA: 0s - loss: 0.3488 - acc: 0.8505 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8606 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3531 - acc: 0.8578 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8604 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3521 - acc: 0.8601 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8617 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3485 - acc: 0.8583 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8582 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3480 - acc: 0.8582 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8594 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8608 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8576 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8624 4448/7200 [=================>............] - ETA: 0s - loss: 0.3509 - acc: 0.8566Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8611 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3351 - acc: 0.8629 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8604 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8638 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8590 3168/7200 [============>.................] - ETA: 0s - loss: 0.3442 - acc: 0.8573Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8619 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3420 - acc: 0.8596 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8601 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8621 1760/7200 [======>.......................] - ETA: 0s - loss: 0.3335 - acc: 0.8716Epoch 1/10 3808/7200 [==============>...............] - ETA: 0s - loss: 0.3306 - acc: 0.8687Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8636 7200/7200 [==============================] - 1s - loss: 0.5149 - acc: 0.7897 4704/7200 [==================>...........] - ETA: 0s - loss: 0.5564 - acc: 0.7808Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.5106 - acc: 0.7943 Epoch 2/10 5888/7200 [=======================>......] - ETA: 0s - loss: 0.3952 - acc: 0.8359Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8368 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3834 - acc: 0.8415 Epoch 3/10 3968/7200 [===============>..............] - ETA: 0s - loss: 0.3737 - acc: 0.8473Epoch 1/10 5344/7200 [=====================>........] - ETA: 0s - loss: 0.3628 - acc: 0.8525 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3559 - acc: 0.8562 2048/7200 [=======>......................] - ETA: 0s - loss: 0.3519 - acc: 0.8560Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.5153 - acc: 0.7872 2368/7200 [========>.....................] - ETA: 2s - loss: 0.6210 - acc: 0.7635Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3540 - acc: 0.8526 Epoch 5/10 5024/7200 [===================>..........] - ETA: 0s - loss: 0.5524 - acc: 0.7777 2624/7200 [=========>....................] - ETA: 0s - loss: 0.4126 - acc: 0.8293Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.5132 - acc: 0.7914 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3910 - acc: 0.8389 4608/7200 [==================>...........] - ETA: 0s - loss: 0.3399 - acc: 0.8605Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3516 - acc: 0.8567 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8587 2560/7200 [=========>....................] - ETA: 0s - loss: 0.3537 - acc: 0.8559Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8406 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3637 - acc: 0.8531 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3467 - acc: 0.8561 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8587 Epoch 7/10 5248/7200 [====================>.........] - ETA: 0s - loss: 0.3465 - acc: 0.8561 Epoch 4/10 6592/7200 [==========================>...] - ETA: 0s - loss: 0.3483 - acc: 0.8557 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3465 - acc: 0.8568 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8590 2464/7200 [=========>....................] - ETA: 0s - loss: 0.3535 - acc: 0.8523Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3508 - acc: 0.8551 7200/7200 [==============================] - 0s - loss: 0.3503 - acc: 0.8562 Epoch 5/10 4672/7200 [==================>...........] - ETA: 0s - loss: 0.3334 - acc: 0.8684Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8572 Epoch 9/10 2944/7200 [===========>..................] - ETA: 0s - loss: 0.3521 - acc: 0.8536 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8590 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8597 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3489 - acc: 0.8583 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3351 - acc: 0.8614 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3441 - acc: 0.8589 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3422 - acc: 0.8593 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8601 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8643 7200/7200 [==============================] - 0s - loss: 0.3414 - acc: 0.8597 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8579 Epoch 8/10 5696/7200 [======================>.......] - ETA: 0s - loss: 0.3338 - acc: 0.8655 Epoch 10/10 864/7200 [==>...........................] - ETA: 0s - loss: 0.3344 - acc: 0.8738Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8607 Epoch 9/10 5056/7200 [====================>.........] - ETA: 0s - loss: 0.3448 - acc: 0.8594Epoch 1/10 5888/7200 [=======================>......] - ETA: 0s - loss: 0.3417 - acc: 0.8619 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8608 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8608 7200/7200 [==============================] - 1s - loss: 0.4761 - acc: 0.8031 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4756 - acc: 0.8024 Epoch 2/10 6784/7200 [===========================>..] - ETA: 0s - loss: 0.3929 - acc: 0.8373Epoch 1/10 3456/7200 [=============>................] - ETA: 0s - loss: 0.4086 - acc: 0.8270 3712/7200 [==============>...............] - ETA: 0sEpoch 3/10 4448/7200 [=================>............] - ETA: 0s - loss: 0.3681 - acc: 0.8505 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3630 - acc: 0.8536 Epoch 4/10 5472/7200 [=====================>........] - ETA: 0s - loss: 0.3589 - acc: 0.8527Epoch 1/10 2368/7200 [========>.....................] - ETA: 2s - loss: 0.5652 - acc: 0.7855 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3506 - acc: 0.8585 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.4743 - acc: 0.8021 Epoch 2/10 2464/7200 [=========>....................] - ETA: 0s - loss: 0.4086 - acc: 0.8291 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3447 - acc: 0.8597 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3889 - acc: 0.8394 1024/7200 [===>..........................] - ETA: 0s - loss: 0.3415 - acc: 0.8496Epoch 3/10 2528/7200 [=========>....................] - ETA: 0s - loss: 0.3453 - acc: 0.8489 1408/7200 [====>.........................] - ETA: 0s - loss: 0.3666 - acc: 0.8565Epoch 2/10 2912/7200 [===========>..................] - ETA: 0s - loss: 0.3659 - acc: 0.8534 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8586 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3591 - acc: 0.8544 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8371 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8596 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3414 - acc: 0.8594 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3473 - acc: 0.8574 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3645 - acc: 0.8544 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8611 3808/7200 [==============>...............] - ETA: 0s - loss: 0.3476 - acc: 0.8553Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8604 Epoch 9/10 3232/7200 [============>.................] - ETA: 0s - loss: 0.3281 - acc: 0.8685 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3529 - acc: 0.8582 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8617 Epoch 9/10 2240/7200 [========>.....................] - ETA: 0s - loss: 0.3198 - acc: 0.8728 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8610 Epoch 7/10 3168/7200 [============>.................] - ETA: 0s - loss: 0.3187 - acc: 0.8696 Epoch 6/10 4608/7200 [==================>...........] - ETA: 0s - loss: 0.3218 - acc: 0.8694 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8619 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8611 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8600 5792/7200 [=======================>......] - ETA: 0s - loss: 0.3290 - acc: 0.8646Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3332 - acc: 0.8622 4960/7200 [===================>..........] - ETA: 0s - loss: 0.3374 - acc: 0.8625 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3423 - acc: 0.8603 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3315 - acc: 0.8626 Epoch 10/10 480/7200 [=>............................] - ETA: 0s - loss: 0.3044 - acc: 0.8854Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3414 - acc: 0.8603 Epoch 9/10 3136/7200 [============>.................] - ETA: 0s - loss: 0.3447 - acc: 0.8575Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3316 - acc: 0.8633 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8600 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.4866 - acc: 0.7847 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8611 7200/7200 [==============================] - 1s - loss: 0.4885 - acc: 0.7842 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8403 1344/7200 [====>.........................] - ETA: 0s - loss: 0.4027 - acc: 0.8266Epoch 3/10 928/7200 [==>...........................] - ETA: 0s - loss: 0.3724 - acc: 0.8491Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8375 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3609 - acc: 0.8542 Epoch 4/10 2976/7200 [===========>..................] - ETA: 0s - loss: 0.3750 - acc: 0.84648Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3626 - acc: 0.8524 4800/7200 [===================>..........] - ETA: 0s - loss: 0.5231 - acc: 0.7696Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3504 - acc: 0.8560 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.4904 - acc: 0.7837 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3490 - acc: 0.8574 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3447 - acc: 0.8587 Epoch 6/10 1440/7200 [=====>........................] - ETA: 0s - loss: 0.3623 - acc: 0.8479 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.4871 - acc: 0.7843 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8569 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3414 - acc: 0.8614 Epoch 7/10 7168/7200 [============================>.] - ETA: 0s - loss: 0.3914 - acc: 0.8380 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8382 Epoch 4/10 32/7200 [..............................] - ETA: 0s - loss: 0.3254 - acc: 0.8438 4288/7200 [================>.............] - ETA: 0s - loss: 0.3477 - acc: 0.8559Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8608 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8590 4256/7200 [================>.............] - ETA: 0s - loss: 0.3654 - acc: 0.8499Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3592 - acc: 0.8531 4224/7200 [================>.............] - ETA: 0s - loss: 0.3383 - acc: 0.8589Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3610 - acc: 0.8512 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8606 2368/7200 [========>.....................] - ETA: 0s - loss: 0.3348 - acc: 0.8615Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8608 3648/7200 [==============>...............] - ETA: 0s - loss: 0.3502 - acc: 0.8539Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3471 - acc: 0.8547 Epoch 5/10 800/7200 [==>...........................] - ETA: 0s - loss: 0.3467 - acc: 0.8562 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8624 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8625 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3423 - acc: 0.8599 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3463 - acc: 0.8581 Epoch 7/10 1824/7200 [======>.......................] - ETA: 0s - loss: 0.3439 - acc: 0.8569 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8644 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8607 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8594 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3343 - acc: 0.8647 7200/7200 [==============================] - 0s - loss: 0.3414 - acc: 0.8582 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8617 Epoch 8/10 2400/7200 [=========>....................] - ETA: 0s - loss: 0.3366 - acc: 0.8629Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8583 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8594 Epoch 9/10 4832/7200 [===================>..........] - ETA: 0s - loss: 0.3397 - acc: 0.86034Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8608 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8597 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.4817 - acc: 0.7936 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3313 - acc: 0.8619 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8299 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.4798 - acc: 0.7943 Epoch 2/10 4384/7200 [=================>............] - ETA: 0s - loss: 0.4049 - acc: 0.8239Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3692 - acc: 0.8478 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8306 Epoch 3/10 4800/7200 [===================>..........] - ETA: 0s - loss: 0.3543 - acc: 0.8569Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3536 - acc: 0.8565 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3635 - acc: 0.8514 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.4786 - acc: 0.7968 5024/7200 [===================>..........] - ETA: 0s - loss: 0.3508 - acc: 0.8555Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3495 - acc: 0.8556 6880/7200 [===========================>..] - ETA: 0s - loss: 0.3458 - acc: 0.8586Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3468 - acc: 0.8582 2720/7200 [==========>...................] - ETA: 1s - loss: 0.5540 - acc: 0.7849Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8336 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.4775 - acc: 0.7981 4928/7200 [===================>..........] - ETA: 0s - loss: 0.3453 - acc: 0.8584Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3444 - acc: 0.8593 Epoch 6/10 2720/7200 [==========>...................] - ETA: 0s - loss: 0.4085 - acc: 0.8239 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3618 - acc: 0.8511 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8342 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8597 Epoch 7/10 960/7200 [===>..........................] - ETA: 0s - loss: 0.3235 - acc: 0.8625 3168/7200 [============>.................] - ETA: 0s - loss: 0.3610 - acc: 0.8491Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3499 - acc: 0.8546 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3612 - acc: 0.8503 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8608 2240/7200 [========>.....................] - ETA: 0s - loss: 0.3293 - acc: 0.8647Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8600 Epoch 9/10 3232/7200 [============>.................] - ETA: 0s - loss: 0.3537 - acc: 0.8555 Epoch 6/10 4736/7200 [==================>...........] - ETA: 0s - loss: 0.3390 - acc: 0.8632 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8618 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8579 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8596 Epoch 7/10 448/7200 [>.............................] - ETA: 0s - loss: 0.3307 - acc: 0.8661 4160/7200 [================>.............] - ETA: 0s - loss: 0.3236 - acc: 0.8678Epoch 6/10 2400/7200 [=========>....................] - ETA: 0s - loss: 0.3320 - acc: 0.8633 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8622 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8617 4352/7200 [=================>............] - ETA: 0s - loss: 0.3229 - acc: 0.8686Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8601 928/7200 [==>...........................] - ETA: 0s - loss: 0.3315 - acc: 0.8707Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8633 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8604 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8624 Epoch 8/10 5888/7200 [=======================>......] - ETA: 0s - loss: 0.3393 - acc: 0.8616Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8617 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3353 - acc: 0.8617 Epoch 9/10 4096/7200 [================>.............] - ETA: 0s - loss: 0.3182 - acc: 0.8674Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3347 - acc: 0.8621 2720/7200 [==========>...................] - ETA: 1s - loss: 0.5340 - acc: 0.7923 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.4658 - acc: 0.8043 448/7200 [>.............................] - ETA: 14s - loss: 0.6502 - acc: 0.7812 Epoch 2/10 800/800 [==============================] - 0s s - loss: 0.3309 - acc: 0.863 7200/7200 [==============================] - 0s - loss: 0.3314 - acc: 0.8635 7200/7200 [==============================] - 0s - loss: 0.3710 - acc: 0.85 7200/7200 [==============================] - 1s - loss: 0.4699 - acc: 0.8031 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3766 - acc: 0.8475 Epoch 3/10 4800/7200 [===================>..........] - ETA: 0s - loss: 0.3822 - acc: 0.8448Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3813 - acc: 0.8465 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3540 - acc: 0.8517 Epoch 4/10 4608/7200 [==================>...........] - ETA: 0s - loss: 0.3666 - acc: 0.8451Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3603 - acc: 0.8497 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3455 - acc: 0.8579 480/7200 [=>............................] - ETA: 0s - loss: 0.3376 - acc: 0.8688Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.4665 - acc: 0.8044 Epoch 2/10 2240/7200 [========>.....................] - ETA: 0s - loss: 0.3715 - acc: 0.8496 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8593 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3784 - acc: 0.8450 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.4677 - acc: 0.8038 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3473 - acc: 0.8582 Epoch 6/10 1152/7200 [===>..........................] - ETA: 0s - loss: 0.3350 - acc: 0.8628 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3564 - acc: 0.8546 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3767 - acc: 0.8462 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3464 - acc: 0.8571 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8622 1216/7200 [====>.........................] - ETA: 0s - loss: 0.3533 - acc: 0.8561Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3510 - acc: 0.8560 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3547 - acc: 0.8564 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8574 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8618 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3485 - acc: 0.8585 4512/7200 [=================>............] - ETA: 0s - loss: 0.3269 - acc: 0.8668Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3464 - acc: 0.8582 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8589 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3331 - acc: 0.8640 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8601 6176/7200 [========================>.....] - ETA: 0s - loss: 0.3398 - acc: 0.8608Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3447 - acc: 0.8594 Epoch 7/10 5888/7200 [=======================>......] - ETA: 0s - loss: 0.3347 - acc: 0.8590 Epoch 10/10 2400/7200 [=========>....................] - ETA: 0s - loss: 0.3224 - acc: 0.8729 6976/7200 [============================>.] - ETA: 0s - loss: 0.3436 - acc: 0.8615 Epoch 7/10 6176/7200 [========================>.....] - ETA: 0s - loss: 0.3416 - acc: 0.8586 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8601 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8614 Epoch 8/10 32/800 [>.............................] - ETA: 16soss: 0.3423 - acc: 0.8603 Epoch 9/10 4256/7200 [================>.............] - ETA: 0s - loss: 0.3258 - acc: 0.8672Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8610 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8600 Epoch 10/10 2976/7200 [===========>..................] - ETA: 0s - loss: 0.3293 - acc: 0.8676Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8626 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8614 7200/7200 [==============================] - 1s - loss: 0.4656 - acc: 0.8010 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8617 7200/7200 [==============================] - 1s - loss: 0.4639 - acc: 0.8021 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3846 - acc: 0.8407 Epoch 3/10 6784/7200 [===========================>..] - ETA: 0s - loss: 0.3797 - acc: 0.8451Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3791 - acc: 0.8456 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3587 - acc: 0.8539 Epoch 4/10 6368/7200 [=========================>....] - ETA: 0s - loss: 0.3546 - acc: 0.8546Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3519 - acc: 0.8561 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3519 - acc: 0.8536 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8582 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.4712 - acc: 0.7979 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3490 - acc: 0.8571 2144/7200 [=======>......................] - ETA: 0s - loss: 0.3332 - acc: 0.8601Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.4671 - acc: 0.8011 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8596 512/7200 [=>............................] - ETA: 0s - loss: 0.3994 - acc: 0.8086Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3873 - acc: 0.8403 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3447 - acc: 0.8600 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3830 - acc: 0.8436 4544/7200 [=================>............] - ETA: 0s - loss: 0.3518 - acc: 0.8545Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3577 - acc: 0.8550 480/7200 [=>............................] - ETA: 0s - loss: 0.3861 - acc: 0.8417Epoch 7/10 Epoch 4/10 2304/7200 [========>.....................] - ETA: 0s - loss: 0.3618 - acc: 0.8537 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3549 - acc: 0.8576 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8626 Epoch 8/10 480/7200 [=>............................] - ETA: 0s - loss: 0.3139 - acc: 0.8479 Epoch 5/10 1888/7200 [======>.......................] - ETA: 0s - loss: 0.3460 - acc: 0.8559 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3481 - acc: 0.8578 6592/7200 [==========================>...] - ETA: 0s - loss: 0.3473 - acc: 0.8577Epoch 5/10 512/7200 [=>............................] - ETA: 0s - loss: 0.3658 - acc: 0.8379 7200/7200 [==============================] - 0s - loss: 0.3489 - acc: 0.8569 Epoch 9/10 Epoch 6/10 1440/7200 [=====>........................] - ETA: 0s - loss: 0.3526 - acc: 0.8549 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8567 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3455 - acc: 0.8579 7040/7200 [============================>.] - ETA: 0s - loss: 0.3336 - acc: 0.8638Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3343 - acc: 0.8632 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8608 7200/7200 [==============================] - 0s - loss: 0.3333 - acc: 0.8622 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8586 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8604 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8626 6272/7200 [=========================>....] - ETA: 0s - loss: 0.3449 - acc: 0.8563Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8582 Epoch 8/10 3616/7200 [==============>...............] - ETA: 0s - loss: 0.3465 - acc: 0.8587Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8610 6592/7200 [==========================>...] - ETA: 0s - loss: 0.3412 - acc: 0.8630Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8642 512/7200 [=>............................] - ETA: 0s - loss: 0.3549 - acc: 0.8516Epoch 9/10 1440/7200 [=====>........................] - ETA: 0s - loss: 0.3539 - acc: 0.8528Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8592 3 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8639 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.4721 - acc: 0.8000 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3353 - acc: 0.8642 7200/7200 [==============================] - 1s - loss: 0.4705 - acc: 0.8007 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3891 - acc: 0.8397 Epoch 3/10 2752/7200 [==========>...................] - ETA: 0s - loss: 0.3612 - acc: 0.8525Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3861 - acc: 0.8399 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3591 - acc: 0.8547 Epoch 4/10 3520/7200 [=============>................] - ETA: 0s - loss: 0.3553 - acc: 0.85312Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3560 - acc: 0.8549 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3481 - acc: 0.8575 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.4709 - acc: 0.7985 Epoch 2/10 1440/7200 [=====>........................] - ETA: 4s - loss: 0.6020 - acc: 0.7986 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3454 - acc: 0.8590 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3849 - acc: 0.8394 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.4760 - acc: 0.7985 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3444 - acc: 0.8593 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8587 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3553 - acc: 0.8575 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8317 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3414 - acc: 0.8601 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8614 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3452 - acc: 0.8594 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3637 - acc: 0.8525 Epoch 4/10 2368/7200 [========>.....................] - ETA: 0s - loss: 0.3485 - acc: 0.8623 5824/7200 [=======================>......] - ETA: 0s - loss: 0.3379 - acc: 0.8602Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8603 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3523 - acc: 0.8562 Epoch 5/10 544/7200 [=>............................] - ETA: 0s - loss: 0.3183 - acc: 0.8750 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8618 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8622 4352/7200 [=================>............] - ETA: 0s - loss: 0.3374 - acc: 0.8575Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3485 - acc: 0.8553 3008/7200 [===========>..................] - ETA: 0s - loss: 0.3393 - acc: 0.8590Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8613 Epoch 7/10 3200/7200 [============>.................] - ETA: 0s - loss: 0.3372 - acc: 0.8609 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8613 3552/7200 [=============>................] - ETA: 0s - loss: 0.3357 - acc: 0.8559 Epoch 7/10 4000/7200 [===============>..............] - ETA: 0s - loss: 0.3359 - acc: 0.8572 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8614 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8619 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3347 - acc: 0.8626 Epoch 9/10 6016/7200 [========================>.....] - ETA: 0s - loss: 0.3406 - acc: 0.8590Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3345 - acc: 0.8629 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8613 Epoch 9/10 4768/7200 [==================>...........] - ETA: 0s - loss: 0.3381 - acc: 0.8576Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8604 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8617 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.4846 - acc: 0.7962 7136/7200 [============================>.] - ETA: 0s - loss: 0.3399 - acc: 0.8583Epoch 2/10 2784/7200 [==========>...................] - ETA: 0sss: 0.3387 - acc: 0.8589 7200/7200 [==============================] - 1s - loss: 0.4845 - acc: 0.7967 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3846 - acc: 0.8414 Epoch 3/10 768/7200 [==>...........................] - ETA: 0s - loss: 0.4003 - acc: 0.82Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3880 - acc: 0.8369 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3573 - acc: 0.8538 Epoch 4/10 1952/7200 [=======>......................] - ETA: 0s - loss: 0.3457 - acc: 0.86171Epoch 1/10 5248/7200 [====================>.........] - ETA: 0s - loss: 0.5194 - acc: 0.7824 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3517 - acc: 0.8557 Epoch 5/10 1632/7200 [=====>........................] - ETA: 0s - loss: 0.3303 - acc: 0.8670 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3508 - acc: 0.8567 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3471 - acc: 0.8586 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3914 - acc: 0.8365 Epoch 3/10 992/7200 [===>..........................] - ETA: 0s - loss: 0.3685 - acc: 0.8508 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3458 - acc: 0.8608 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3453 - acc: 0.8579 Epoch 6/10 1376/7200 [====>.........................] - ETA: 0s - loss: 0.3535 - acc: 0.8648 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3812 - acc: 0.8425 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8593 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8621 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3561 - acc: 0.8528 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3546 - acc: 0.8554 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8607 Epoch 9/10 512/7200 [=>............................] - ETA: 0s - loss: 0.3203 - acc: 0.8633 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3502 - acc: 0.8556 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3474 - acc: 0.8569 3328/7200 [============>.................] - ETA: 0s - loss: 0.3222 - acc: 0.8603Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8601 Epoch 10/10 384/7200 [>.............................] - ETA: 1s - loss: 0.3030 - acc: 0.8854 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3494 - acc: 0.8525 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3426 - acc: 0.8599 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8633 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8618 7200/7200 [==============================] - 0s - loss: 0.3453 - acc: 0.8565 Epoch 8/10 512/7200 [=>............................] - ETA: 0s - loss: 0.3431 - acc: 0.8613 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8657 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8594 Epoch 9/10 1024/7200 [===>..........................] - ETA: 0s - loss: 0.3070 - acc: 0.8672 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8606 Epoch 10/10 6592/7200 [==========================>...] - ETA: 0s - loss: 0.3358 - acc: 0.8615Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8614 Epoch 9/10 5856/7200 [=======================>......] - ETA: 0s - loss: 0.3346 - acc: 0.8589 7200/7200 [==============================] - 0s - loss: 0.3332 - acc: 0.8621 Epoch 10/10 Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8650 480/7200 [=>............................] - ETA: 14s - loss: 0.6614 - acc: 0.7104 Epoch 2/10 832/7200 [==>...........................] - ETA: 0s - loss: 0.3967 - acc: 0.83Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4722 - acc: 0.8022 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3895 - acc: 0.8386 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3859 - acc: 0.8424 7200/7200 [==============================] - 0s - loss: 0.3611 - acc: 0.8535 2Epoch 3/10 Epoch 4/10 32/7200 [..............................] - ETA: 1s - loss: 0.2265 - acc: 0.9062Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4717 - acc: 0.8033 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3523 - acc: 0.8578 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3576 - acc: 0.8532 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3834 - acc: 0.8422 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3488 - acc: 0.8568 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3482 - acc: 0.8575 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.4713 - acc: 0.8035 1952/7200 [=======>......................] - ETA: 0s - loss: 0.3442 - acc: 0.8607Epoch 2/10 4576/7200 [==================>...........] - ETA: 0s - loss: 0.3928 - acc: 0.8387 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3455 - acc: 0.8578 Epoch 6/10 1600/7200 [=====>........................] - ETA: 0s - loss: 0.3354 - acc: 0.8562 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3862 - acc: 0.8413 Epoch 3/10 5280/7200 [=====================>........] - ETA: 0s - loss: 0.3451 - acc: 0.8600 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8613 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8624 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3577 - acc: 0.8553 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3453 - acc: 0.8579 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8593 1664/7200 [=====>........................] - ETA: 0s - loss: 0.3514 - acc: 0.8552Epoch 9/10 2144/7200 [=======>......................] - ETA: 0s - loss: 0.3539 - acc: 0.8559 Epoch 8/10 1376/7200 [====>.........................] - ETA: 0s - loss: 0.3199 - acc: 0.8656 Epoch 5/10 5408/7200 [=====================>........] - ETA: 0s - loss: 0.3469 - acc: 0.8554 4608/7200 [==================>...........] - ETA: 0s - loss: 0.3384 - acc: 0.8609Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8596 Epoch 10/10 960/7200 [===>..........................] - ETA: 0s - loss: 0.3150 - acc: 0.8719 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8582 3456/7200 [=============>................] - ETA: 0s - loss: 0.3359 - acc: 0.8681Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8615 4352/7200 [=================>............] - ETA: 0s - loss: 0.3485 - acc: 0.8541Epoch 8/10 1376/7200 [====>.........................] - ETA: 0s - loss: 0.3198 - acc: 0.8656 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8617 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8608 Epoch 7/10 5312/7200 [=====================>........] - ETA: 0s - loss: 0.3334 - acc: 0.8611 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8607 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8606 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8640 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8593 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8601 6464/7200 [=========================>....] - ETA: 0s - loss: 0.3380 - acc: 0.8636Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8649 Epoch 10/10 5888/7200 [=======================>......] - ETA: 0s - loss: 0.3318 - acc: 0.8619Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8618 800/7200 [==>...........................] - ETA: 8s - loss: 0.6579 - acc: 0.6975 Epoch 2/10 5952/7200 [=======================>......] - ETA: 0s - loss: 0.4874 - acc: 0.7898Epoch 1/10 6848/7200 [===========================>..] - ETA: 0s - loss: 0.3808 - acc: 0.8464 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3795 - acc: 0.8471 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3522 - acc: 0.8539 7200/7200 [==============================] - 0s - loss: 0.3785 - acc: 0.8467 Epoch 4/10 Epoch 3/10 960/7200 [===>..........................] - ETA: 0s - loss: 0.3368 - acc: 0.8594Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3547 - acc: 0.8517 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3460 - acc: 0.8569 32/7200 [..............................] - ETA: 0s - loss: 0.3424 - acc: 0.8750Epoch 2/10 32/7200 [..............................] - ETA: 0s - loss: 0.3903 - acc: 0.8438Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3496 - acc: 0.8565 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8596 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3731 - acc: 0.8483 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.4707 - acc: 0.8018 2688/7200 [==========>...................] - ETA: 0s - loss: 0.3429 - acc: 0.8627Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8596 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8600 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3527 - acc: 0.8574 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3728 - acc: 0.8508 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8626 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8567 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3453 - acc: 0.8613 Epoch 5/10 3200/7200 [============>.................] - ETA: 0s - loss: 0.3470 - acc: 0.8575 3168/7200 [============>.................] - ETA: 0s - loss: 0.3442 - acc: 0.8592Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8611 Epoch 9/10 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8604 1856/7200 [======>.......................] - ETA: 0s - loss: 0.3238 - acc: 0.8680Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8608 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8618 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8586 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8607 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3420 - acc: 0.8622 Epoch 6/10 4704/7200 [==================>...........] - ETA: 0s - loss: 0.3365 - acc: 0.8601 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8599 Epoch 10/10 7008/7200 [============================>.] - ETA: 0s - loss: 0.3382 - acc: 0.8636 Epoch 8/10 32/7200 [..............................] - ETA: 0s - loss: 0.3563 - acc: 0.8438 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8592 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8597 Epoch 9/10 6112/7200 [========================>.....] - ETA: 0sss: 0.3369 - acc: 0.8635 Epoch 8/10 6976/7200 [============================>.] - ETA: 0s - loss: 0.3361 - acc: 0.8610Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8615 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8663 480/7200 [=>............................] - ETA: 0s - loss: 0.3139 - acc: 0.8750Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3332 - acc: 0.8658 Epoch 10/10 6976/7200 [============================>.] - ETA: 0s - loss: 0.3320 - acc: 0.8642Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8639 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8653 7200/7200 [==============================] - 1s - loss: 0.4657 - acc: 0.8046 2 2784/7200 [==========>...................] - ETA: 0sEpoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4645 - acc: 0.8056 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3812 - acc: 0.8429 5024/7200 [===================>..........] - ETA: 0sEpoch 3/10 5888/7200 [=======================>......] - ETA: 0s - loss: 0.3812 - acc: 0.84Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3750 - acc: 0.8488 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3592 - acc: 0.8551 Epoch 4/10 2080/7200 [=======>......................] - ETA: 0s - loss: 0.3673 - acc: 0.8524Epoch 1/10 3552/7200 [=============>................] - ETA: 1s - loss: 0.5159 - acc: 0.7928 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3515 - acc: 0.8556 416/7200 [>.............................] - ETA: 0s - loss: 0.3723 - acc: 0.8462Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.4713 - acc: 0.8010 Epoch 2/10 6464/7200 [=========================>....] - ETA: 0s - loss: 0.3444 - acc: 0.8584 Epoch 5/10 4256/7200 [================>.............] - ETA: 1s - loss: 0.5008 - acc: 0.7951 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.4674 - acc: 0.8061 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3830 - acc: 0.8438 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8639 Epoch 6/10 32/7200 [..............................] - ETA: 0s - loss: 0.3555 - acc: 0.8750 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3783 - acc: 0.8468 Epoch 3/10 3872/7200 [===============>..............] - ETA: 0s - loss: 0.3309 - acc: 0.8667 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8632 Epoch 7/10 32/7200 [..............................] - ETA: 0s - loss: 0.1729 - acc: 0.9375 3168/7200 [============>.................] - ETA: 0s - loss: 0.3608 - acc: 0.8491Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3549 - acc: 0.8571 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3521 - acc: 0.8569 992/7200 [===>..........................] - ETA: 0s - loss: 0.3788 - acc: 0.8438Epoch 5/10 3840/7200 [===============>..............] - ETA: 0s - loss: 0.3522 - acc: 0.8557 Epoch 8/10 4160/7200 [================>.............] - ETA: 0s - loss: 0.3496 - acc: 0.8575 Epoch 9/10 2912/7200 [===========>..................] - ETA: 0s - loss: 0.3361 - acc: 0.8630 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3467 - acc: 0.8613 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8646 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8622 3968/7200 [===============>..............] - ETA: 0s - loss: 0.3372 - acc: 0.8659Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3422 - acc: 0.8631 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8633 Epoch 6/10 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8651 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8615 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8636 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8601 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8633 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8628 Epoch 9/10 Epoch 8/10 4768/7200 [==================>...........] - ETA: 0s - loss: 0.3361 - acc: 0.86Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8636 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8646 Epoch 9/10 5152/7200 [====================>.........] - ETA: 0s - loss: 0.3360 - acc: 0.8667Epoch 1/10 32/7200 [..............................] - ETA: 219s - loss: 0.6870 - acc: 0.5938 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8625 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.4703 - acc: 0.8049 32/7200 [..............................] - ETA: 222s - loss: 0.6836 - acc: 0.6250Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8631 7200/7200 [==============================] - 1s - loss: 0.4689 - acc: 0.8065 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3802 - acc: 0.8417 32/7200 [..............................] - ETA: 2s - loss: 0.4498 - acc: 0.7812Epoch 3/10 3488/7200 [=============>................] - ETA: 0s - loss: 0.3906 - acc: 0.8394Epoch 1/10 7072/7200 [============================>.] - ETA: 0s - loss: 0.3799 - acc: 0.8422 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3795 - acc: 0.8426 Epoch 3/10 4288/7200 [================>.............] - ETA: 0s - loss: 0.3553 - acc: 0.8526Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3469 - acc: 0.8578 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3547 - acc: 0.8561 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.4693 - acc: 0.8047 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8576 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8604 1696/7200 [======>.......................] - ETA: 3s - loss: 0.5956 - acc: 0.7824Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.4708 - acc: 0.8056 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3790 - acc: 0.8431 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8597 7040/7200 [============================>.] - ETA: 0s - loss: 0.3419 - acc: 0.8582Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3420 - acc: 0.8585 2336/7200 [========>.....................] - ETA: 0s - loss: 0.4049 - acc: 0.8313Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3814 - acc: 0.8418 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3542 - acc: 0.8544 5376/7200 [=====================>........] - ETA: 0s - loss: 0.3455 - acc: 0.8558Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8597 7008/7200 [============================>.] - ETA: 0s - loss: 0.3397 - acc: 0.8586Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8596 1856/7200 [======>.......................] - ETA: 0s - loss: 0.3440 - acc: 0.8588Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8579 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3562 - acc: 0.8581 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8582 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8626 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8617 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3478 - acc: 0.8576 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8617 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3344 - acc: 0.8621 416/7200 [>.............................] - ETA: 0s - loss: 0.2838 - acc: 0.9038Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8618 5088/7200 [====================>.........] - ETA: 0s - loss: 0.3306 - acc: 0.8638Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8600 1472/7200 [=====>........................] - ETA: 0s - loss: 0.3431 - acc: 0.8519Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8614 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8611 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3333 - acc: 0.8633 5632/7200 [======================>.......] - ETA: 0s - loss: 0.3406 - acc: 0.8569Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8586 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8624 5760/7200 [=======================>......] - ETA: 0s - loss: 0.3414 - acc: 0.8595 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8603 Epoch 8/10 1856/7200 [======>.......................] - ETA: 0s - loss: 0.3467 - acc: 0.86Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8622 Epoch 10/10 1312/7200 [====>.........................] - ETA: 0s - loss: 0.3106 - acc: 0.8796 Epoch 9/10 2656/7200 [==========>...................] - ETA: 0s - loss: 0.3350 - acc: 0.8652Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3312 - acc: 0.8628 7200/7200 [==============================] - 0s - loss: 0.3377 - acc: 0.8618 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.4495 - acc: 0.8114 3232/7200 [============>.................] - ETA: 0s - loss: 0.3329 - acc: 0.8654Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8607 7200/7200 [==============================] - 0s - loss: 0.3711 - acc: 0.8471 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.4493 - acc: 0.8111 Epoch 2/10 4480/7200 [=================>............] - ETA: 0s - loss: 0.3496 - acc: 0.8618Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3519 - acc: 0.8568 Epoch 4/10 6176/7200 [========================>.....] - ETA: 0s - loss: 0.3671 - acc: 0.8523 7200/7200 [==============================] - 0s - loss: 0.3683 - acc: 0.8500 Epoch 3/10 1280/7200 [====>.........................] - ETA: 5s - loss: 0.5857 - acc: 0.7750Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8586 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3507 - acc: 0.8558 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.4505 - acc: 0.8101 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8603 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8593 1760/7200 [======>.......................] - ETA: 0s - loss: 0.3326 - acc: 0.8619Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3743 - acc: 0.8458 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8636 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8615 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.4475 - acc: 0.8106 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3551 - acc: 0.8543 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8604 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8638 Epoch 7/10 1952/7200 [=======>......................] - ETA: 0s - loss: 0.3403 - acc: 0.8607 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3478 - acc: 0.8601 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8629 Epoch 9/10 3360/7200 [=============>................] - ETA: 0s - loss: 0.3465 - acc: 0.8622 1728/7200 [======>.......................] - ETA: 0s - loss: 0.3207 - acc: 0.8738Epoch 8/10 32/7200 [..............................] - ETA: 1s - loss: 0.2822 - acc: 0.9688 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8603 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3328 - acc: 0.8617 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8611 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8618 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8592 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3294 - acc: 0.8640 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8654 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8621 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8583 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3291 - acc: 0.8644 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8618 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8589 Epoch 9/10 6944/7200 [===========================>..] - ETA: 0s - loss: 0.3349 - acc: 0.8625Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8628 Epoch 8/10 6464/7200 [=========================>....] - ETA: 0sss: 0.3361 - acc: 0.8629 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3313 - acc: 0.8618 Epoch 9/10 1120/7200 [===>..........................] - ETA: 0s - loss: 0.3131 - acc: 0.8795Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8613 7200/7200 [==============================] - 0s - loss: 0.3289 - acc: 0.8631 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.4656 - acc: 0.8018 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3271 - acc: 0.8636 4928/7200 [===================>..........] - ETA: 0s - loss: 0.4829 - acc: 0.7985 Epoch 3/10 2336/7200 [========>.....................] - ETA: 0s - loss: 0.3423 - acc: 0.8626 Epoch 2/10 2752/7200 [==========>...................] - ETA: 0s - loss: 0.3451 - acc: 0.8601Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3566 - acc: 0.8544 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3775 - acc: 0.8440 2656/7200 [==========>...................] - ETA: 0s - loss: 0.3347 - acc: 0.8716Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3482 - acc: 0.8572 Epoch 5/10 5856/7200 [=======================>......] - ETA: 0s - loss: 0.3530 - acc: 0.8567Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3548 - acc: 0.8554 Epoch 4/10 4032/7200 [===============>..............] - ETA: 0s - loss: 0.3412 - acc: 0.8604 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3455 - acc: 0.8590 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3458 - acc: 0.8592 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3756 - acc: 0.8444 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3427 - acc: 0.8611 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3439 - acc: 0.8596 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.4615 - acc: 0.8056 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3533 - acc: 0.8538 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8604 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8607 6816/7200 [===========================>..] - ETA: 0s - loss: 0.3727 - acc: 0.8455Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3723 - acc: 0.8462 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8592 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8617 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3494 - acc: 0.8544 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8608 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8574 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8604 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8592 6560/7200 [==========================>...] - ETA: 0s - loss: 0.3328 - acc: 0.8636Epoch 5/10 6048/7200 [========================>.....] - ETA: 0s - loss: 0.3319 - acc: 0.8641 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8604 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8621 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8594 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8629 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8592 1120/7200 [===>..........................] - ETA: 0s - loss: 0.3490 - acc: 0.8554Epoch 8/10 832/7200 [==>...........................] - ETA: 0sss: 0.3375 - acc: 0.8596 Epoch 7/10 800/7200 [==>...........................] - ETA: 0s - loss: 0.2988 - acc: 0.8750 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8613 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8629 Epoch 10/10 2144/7200 [=======>......................] - ETA: 0s - loss: 0.3152 - acc: 0.8689Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8635 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3320 - acc: 0.8619 1472/7200 [=====>........................] - ETA: 4s - loss: 0.5685 - acc: 0.7880Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8644 Epoch 10/10 3648/7200 [==============>...............] - ETA: 0sss: 0.4485 - acc: 0.8106 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8629 7200/7200 [==============================] - 0s - loss: 0.3640 - acc: 0.8500 Epoch 3/10 5216/7200 [====================>.........] - ETA: 0s - loss: 0.4673 - acc: 0.8043Epoch 1/10 2368/7200 [========>.....................] - ETA: 0s - loss: 0.3442 - acc: 0.8568 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3455 - acc: 0.8571 4992/7200 [===================>..........] - ETA: 0s - loss: 0.3709 - acc: 0.8504Epoch 4/10 2304/7200 [========>.....................] - ETA: 0s - loss: 0.3328 - acc: 0.8659 Epoch 3/10 2048/7200 [=======>......................] - ETA: 3s - loss: 0.5382 - acc: 0.7896Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8606 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.4513 - acc: 0.8082 7200/7200 [==============================] - 0s - loss: 0.3516 - acc: 0.8558 Epoch 2/10 32/7200 [..............................] - ETA: 1s - loss: 0.2985 - acc: 0.9375 Epoch 4/10 4128/7200 [================>.............] - ETA: 0s - loss: 0.3698 - acc: 0.8520 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3685 - acc: 0.8503 3168/7200 [============>.................] - ETA: 0s - loss: 0.3368 - acc: 0.8598Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3462 - acc: 0.8593 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.4494 - acc: 0.8097 2400/7200 [=========>....................] - ETA: 0s - loss: 0.3567 - acc: 0.8517Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3346 - acc: 0.8603 3232/7200 [============>.................] - ETA: 0s - loss: 0.3490 - acc: 0.8537Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3524 - acc: 0.8568 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8556 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3341 - acc: 0.8638 Epoch 8/10 3808/7200 [==============>...............] - ETA: 0s - loss: 0.3448 - acc: 0.8582 Epoch 3/10 6784/7200 [===========================>..] - ETA: 0s - loss: 0.3409 - acc: 0.8597 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8592 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3313 - acc: 0.8614 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3504 - acc: 0.8569 448/7200 [>.............................] - ETA: 0s - loss: 0.2977 - acc: 0.8929Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8600 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8614 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3313 - acc: 0.8639 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3453 - acc: 0.8587 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8604 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8601 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3303 - acc: 0.8631 4768/7200 [==================>...........] - ETA: 0s - loss: 0.3382 - acc: 0.8641 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8628 2208/7200 [========>.....................] - ETA: 0s - loss: 0.3419 - acc: 0.8582Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8603 Epoch 10/10 32/7200 [..............................] - ETA: 0sss: 0.3386 - acc: 0.8607 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8615 Epoch 9/10 3360/7200 [=============>................] - ETA: 0s - loss: 0.3378 - acc: 0.8702 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8656 Epoch 8/10 1312/7200 [====>.........................] - ETA: 0s - loss: 0.3486 - acc: 0.8552Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8629 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8633 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8640 2816/7200 [==========>...................] - ETA: 2s - loss: 0.5148 - acc: 0.7955Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3343 - acc: 0.8650 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.4625 - acc: 0.8058 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8635 7200/7200 [==============================] - 0s - loss: 0.3751 - acc: 0.8451 Epoch 3/10 4704/7200 [==================>...........] - ETA: 0s - loss: 0.4884 - acc: 0.7957Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4599 - acc: 0.8074 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3543 - acc: 0.8539 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3699 - acc: 0.8500 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3492 - acc: 0.8603 Epoch 5/10 3168/7200 [============>.................] - ETA: 0s - loss: 0.3578 - acc: 0.8535Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3481 - acc: 0.8572 6912/7200 [===========================>..] - ETA: 0s - loss: 0.4634 - acc: 0.8038Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.4641 - acc: 0.8035 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3453 - acc: 0.8578 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3420 - acc: 0.8604 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3781 - acc: 0.8467 Epoch 3/10 4704/7200 [==================>...........] - ETA: 0s - loss: 0.4889 - acc: 0.7904 Epoch 7/10 4384/7200 [=================>............] - ETA: 0s - loss: 0.3594 - acc: 0.8485 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3564 - acc: 0.8524 Epoch 4/10 32/7200 [..............................] - ETA: 0s - loss: 0.3546 - acc: 0.8750 Epoch 6/10 5664/7200 [======================>.......] - ETA: 0s - loss: 0.3802 - acc: 0.8420 2560/7200 [=========>....................] - ETA: 0s - loss: 0.3283 - acc: 0.8652Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3743 - acc: 0.8464 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3495 - acc: 0.8590 Epoch 5/10 32/7200 [..............................] - ETA: 1s - loss: 0.2706 - acc: 0.8750 4384/7200 [=================>............] - ETA: 0s - loss: 0.3388 - acc: 0.8613Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8607 Epoch 9/10 4640/7200 [==================>...........] - ETA: 0s - loss: 0.3477 - acc: 0.8601 Epoch 4/10 2464/7200 [=========>....................] - ETA: 0s - loss: 0.3473 - acc: 0.8527 Epoch 6/10 4768/7200 [==================>...........] - ETA: 0s - loss: 0.3395 - acc: 0.8568 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8607 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8597 4448/7200 [=================>............] - ETA: 0s - loss: 0.3311 - acc: 0.8633Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8607 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3315 - acc: 0.8640 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8638 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8628 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3414 - acc: 0.8599 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3301 - acc: 0.8647 32/7200 [..............................] - ETA: 0s - loss: 0.5774 - acc: 0.7188Epoch 10/10 4288/7200 [================>.............] - ETA: 0sss: 0.3405 - acc: 0.8621 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8633 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8667 Epoch 9/10 4704/7200 [==================>...........] - ETA: 0s - loss: 0.3363 - acc: 0.8601Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8632 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8624 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8651 Epoch 9/10 1696/7200 [======>.......................] - ETA: 0s - loss: 0.3384 - acc: 0.85919 4288/7200 [================>.............] - ETA: 0s - loss: 0.3285 - acc: 0.8661Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3332 - acc: 0.8647 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.4626 - acc: 0.7990 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3331 - acc: 0.8658 7200/7200 [==============================] - 0s - loss: 0.3673 - acc: 0.8468 Epoch 3/10 3200/7200 [============>.................] - ETA: 0s - loss: 0.3524 - acc: 0.8547Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.4613 - acc: 0.7993 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3494 - acc: 0.8561 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3655 - acc: 0.8493 Epoch 3/10 1632/7200 [=====>........................] - ETA: 4s - loss: 0.5874 - acc: 0.7506 Epoch 5/10 3392/7200 [=============>................] - ETA: 1s - loss: 0.5136 - acc: 0.7765Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.4604 - acc: 0.7999 Epoch 2/10 5056/7200 [====================>.........] - ETA: 0s - loss: 0.3422 - acc: 0.8608 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8592 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3640 - acc: 0.8481 1792/7200 [======>.......................] - ETA: 4s - loss: 0.5713 - acc: 0.7645Epoch 3/10 4608/7200 [==================>...........] - ETA: 0s - loss: 0.3345 - acc: 0.8661 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8622 2368/7200 [========>.....................] - ETA: 0s - loss: 0.3442 - acc: 0.8598Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.4647 - acc: 0.7986 4736/7200 [==================>...........] - ETA: 0s - loss: 0.3422 - acc: 0.8592Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3460 - acc: 0.8579 Epoch 4/10 2560/7200 [=========>....................] - ETA: 0s - loss: 0.3828 - acc: 0.8445 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8629 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3696 - acc: 0.8490 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8582 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8614 Epoch 7/10 2336/7200 [========>.....................] - ETA: 0s - loss: 0.3424 - acc: 0.8592 3776/7200 [==============>...............] - ETA: 0s - loss: 0.3490 - acc: 0.8570Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3529 - acc: 0.8561 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8610 4512/7200 [=================>............] - ETA: 0s - loss: 0.3436 - acc: 0.8579Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3341 - acc: 0.8628 1280/7200 [====>.........................] - ETA: 0s - loss: 0.3476 - acc: 0.8578Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3314 - acc: 0.8638 Epoch 10/10 3840/7200 [===============>..............] - ETA: 0s - loss: 0.3334 - acc: 0.8643 5536/7200 [======================>.......] - ETA: 0s - loss: 0.3332 - acc: 0.8629Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8594 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8625 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3330 - acc: 0.8660 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8618 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3325 - acc: 0.8619 7200/7200 [==============================] - 0s - loss: 0.3305 - acc: 0.8626 Epoch 8/10 32/7200 [..............................] - ETA: 0s - loss: 0.3472 - acc: 0.9062Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8585 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8624 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3301 - acc: 0.8665 5504/7200 [=====================>........] - ETA: 0s - loss: 0.3351 - acc: 0.8619Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8599 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3290 - acc: 0.8640 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3273 - acc: 0.86 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8611 5888/7200 [=======================>......] - ETA: 0s - loss: 0.3309 - acc: 0.8628Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3280 - acc: 0.8646 4288/7200 [================>.............] - ETA: 1s - loss: 0.5167 - acc: 0.7847Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8642 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.4742 - acc: 0.7999 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8626 7200/7200 [==============================] - 0s - loss: 0.3729 - acc: 0.8460 5 Epoch 3/10 3232/7200 [============>.................] - ETA: 0s - loss: 0.3599 - acc: 0.8478Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.4729 - acc: 0.7990 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3524 - acc: 0.8538 Epoch 4/10 4224/7200 [================>.............] - ETA: 0s - loss: 0.3767 - acc: 0.8440 7200/7200 [==============================] - 0s - loss: 0.3716 - acc: 0.8462 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3471 - acc: 0.8593 Epoch 5/10 2720/7200 [==========>...................] - ETA: 2s - loss: 0.5578 - acc: 0.7761Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.4746 - acc: 0.7967 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3521 - acc: 0.8535 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8586 Epoch 6/10 6336/7200 [=========================>....] - ETA: 0s - loss: 0.3381 - acc: 0.8598 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8590 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8594 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.4705 - acc: 0.7992 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3547 - acc: 0.8533 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8621 3072/7200 [===========>..................] - ETA: 0s - loss: 0.3811 - acc: 0.8451Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8613 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3692 - acc: 0.8494 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3480 - acc: 0.8587 5632/7200 [======================>.......] - ETA: 0s - loss: 0.3367 - acc: 0.8610Epoch 5/10 3456/7200 [=============>................] - ETA: 0s - loss: 0.3490 - acc: 0.8562 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8590 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3505 - acc: 0.8544 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3453 - acc: 0.8587 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8650 Epoch 10/10 928/7200 [==>...........................] - ETA: 0s - loss: 0.3426 - acc: 0.8631 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3428 - acc: 0.8608 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8567 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8650 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8614 Epoch 9/10 4640/7200 [==================>...........] - ETA: 0s - loss: 0.3397 - acc: 0.8614 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8600 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3302 - acc: 0.8656 Epoch 10/10 2688/7200 [==========>...................] - ETA: 0s - loss: 0.3265 - acc: 0.8642 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8581 Epoch 9/10 1472/7200 [=====>........................] - ETA: 0s - loss: 0.3205 - acc: 0.8716 5728/7200 [======================>.......] - ETA: 0s - loss: 0.3353 - acc: 0.8631Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8625 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8638 3040/7200 [===========>..................] - ETA: 0s - loss: 0.3370 - acc: 0.8612Epoch 10/10 800/800 [==============================] - 0s s - loss: 0.3291 - acc: 0.865 7200/7200 [==============================] - 0s - loss: 0.3329 - acc: 0.8624 3872/7200 [===============>..............] - ETA: 0s - loss: 0.3316 - acc: 0.8626Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8640 6112/7200 [========================>.....] - ETA: 0s - loss: 0.4521 - acc: 0.8045Epoch 1/10 6560/7200 [==========================>...] - ETA: 0s - loss: 0.4492 - acc: 0.8058 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.4496 - acc: 0.8074 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3301 - acc: 0.8640 7200/7200 [==============================] - 0s - loss: 0.3676 - acc: 0.8506 Epoch 3/10 5376/7200 [=====================>........] - ETA: 0s - loss: 0.4581 - acc: 0.8047Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3530 - acc: 0.8575 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.4452 - acc: 0.8121 448/7200 [>.............................] - ETA: 0s - loss: 0.3304 - acc: 0.8661Epoch 2/10 6432/7200 [=========================>....] - ETA: 0s - loss: 0.3607 - acc: 0.8517 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3610 - acc: 0.8524 Epoch 3/10 1216/7200 [====>.........................] - ETA: 0s - loss: 0.3375 - acc: 0.8561Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3468 - acc: 0.8565 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.4450 - acc: 0.8140 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3480 - acc: 0.8599 864/7200 [==>...........................] - ETA: 0s - loss: 0.3901 - acc: 0.8333Epoch 4/10 2656/7200 [==========>...................] - ETA: 2s - loss: 0.4966 - acc: 0.7989 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3598 - acc: 0.8526 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3445 - acc: 0.8589 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.4438 - acc: 0.8132 5376/7200 [=====================>........] - ETA: 0s - loss: 0.3421 - acc: 0.8603Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8614 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3481 - acc: 0.8592 Epoch 4/10 3136/7200 [============>.................] - ETA: 0s - loss: 0.3435 - acc: 0.8555 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3579 - acc: 0.8525 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8599 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8578 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8617 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3458 - acc: 0.8579 5248/7200 [====================>.........] - ETA: 0s - loss: 0.3336 - acc: 0.8634Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8610 5248/7200 [====================>.........] - ETA: 0s - loss: 0.3421 - acc: 0.8596Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8596 2336/7200 [========>.....................] - ETA: 0s - loss: 0.3350 - acc: 0.8630Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8607 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8587 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8629 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8590 3456/7200 [=============>................] - ETA: 0s - loss: 0.3349 - acc: 0.8600Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8636 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8607 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3347 - acc: 0.8633 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3366 - acc: 0.8604 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8594 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3313 - acc: 0.8651 7200/7200 [==============================] - 0s - loss: 0.3344 - acc: 0.8635 Epoch 9/10 32/7200 [..............................] - ETA: 0s - loss: 0.2938 - acc: 0.9375Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8608 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8626 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3320 - acc: 0.8614 448/7200 [>.............................] - ETA: 19s - loss: 0.6419 - acc: 0.7522 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8658 7200/7200 [==============================] - 2s - loss: 0.4414 - acc: 0.8139 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3300 - acc: 0.8617 Epoch 10/10 512/7200 [=>............................] - ETA: 0s - loss: 0.4037 - acc: 0.8340Epoch 1/10 800/800 [==============================] - 1s s - loss: 0.3693 - acc: 0.849 7200/7200 [==============================] - 0s - loss: 0.3618 - acc: 0.8528 Epoch 3/10 4128/7200 [================>.............] - ETA: 0sss: 0.3286 - acc: 0.8651 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8597 Epoch 4/10 3520/7200 [=============>................] - ETA: 1s - loss: 0.4924 - acc: 0.7929Epoch 1/10 4032/7200 [===============>..............] - ETA: 0sss: 0.4451 - acc: 0.8147 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8582 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3693 - acc: 0.8481 6 Epoch 3/10 704/7200 [=>............................] - ETA: 0s - loss: 0.3187 - acc: 0.8636Epoch 1/10 4544/7200 [=================>............] - ETA: 1s - loss: 0.4735 - acc: 0.7989 Epoch 6/10 6464/7200 [=========================>....] - ETA: 0s - loss: 0.3537 - acc: 0.8523 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3519 - acc: 0.8542 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8590 1312/7200 [====>.........................] - ETA: 6s - loss: 0.5856 - acc: 0.7668Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3631 - acc: 0.8510 Epoch 3/10 416/7200 [>.............................] - ETA: 0s - loss: 0.2925 - acc: 0.8846 3456/7200 [=============>................] - ETA: 1s - loss: 0.4890 - acc: 0.7922Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.4428 - acc: 0.8146 Epoch 2/10 5024/7200 [===================>..........] - ETA: 0s - loss: 0.3594 - acc: 0.8497 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3493 - acc: 0.8557 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8574 3648/7200 [==============>...............] - ETA: 0s - loss: 0.3704 - acc: 0.8481Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3609 - acc: 0.8511 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3293 - acc: 0.8642 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8586 Epoch 5/10 3168/7200 [============>.................] - ETA: 0s - loss: 0.3627 - acc: 0.8520 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3481 - acc: 0.8594 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3287 - acc: 0.8640 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8585 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8575 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3417 - acc: 0.8600 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8607 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8596 Epoch 9/10 800/800 [==============================] - 0s s - loss: 0.3397 - acc: 0.857 5024/7200 [===================>..........] - ETA: 0s - loss: 0.3304 - acc: 0.8670 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8618 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8632 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8604 Epoch 7/10 1216/7200 [====>.........................] - ETA: 0s - loss: 0.3367 - acc: 0.8561Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3351 - acc: 0.8608 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3333 - acc: 0.8615 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8632 Epoch 8/10 2144/7200 [=======>......................] - ETA: 0s - loss: 0.3485 - acc: 0.8563 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8629 Epoch 9/10 4960/7200 [===================>..........] - ETA: 0s - loss: 0.4920 - acc: 0.7931 7200/7200 [==============================] - 2s - loss: 0.4594 - acc: 0.8094 Epoch 2/10 4064/7200 [===============>..............] - ETA: 0s - loss: 0.3351 - acc: 0.8622Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8638 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3661 - acc: 0.8492 2080/7200 [=======>......................] - ETA: 0sEpoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3302 - acc: 0.8650 7200/7200 [==============================] - 0s - loss: 0.3524 - acc: 0.8551 Epoch 4/10 Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.4540 - acc: 0.8129 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3479 - acc: 0.8560 2976/7200 [===========>..................] - ETA: 0sEpoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3585 - acc: 0.8542 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8582 Epoch 6/10 5664/7200 [======================>.......] - ETA: 0s - loss: 0.3432 - acc: 0.8589Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3458 - acc: 0.8583 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.4580 - acc: 0.8117 Epoch 2/10 4320/7200 [=================>............] - ETA: 0s - loss: 0.3610 - acc: 0.8544 Epoch 7/10 1952/7200 [=======>......................] - ETA: 0s - loss: 0.3306 - acc: 0.8617 Epoch 5/10 480/7200 [=>............................] - ETA: 0s - loss: 0.3301 - acc: 0.8646 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8606 Epoch 8/10 2272/7200 [========>.....................] - ETA: 0s - loss: 0.3366 - acc: 0.8653 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.4554 - acc: 0.8119 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3536 - acc: 0.8542 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8618 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8643 6080/7200 [========================>.....] - ETA: 0s - loss: 0.3471 - acc: 0.8592Epoch 7/10 384/7200 [>.............................] - ETA: 1s - loss: 0.3150 - acc: 0.8542 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3491 - acc: 0.8569 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8629 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8631 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3500 - acc: 0.8576 Epoch 4/10 480/7200 [=>............................] - ETA: 0s - loss: 0.3344 - acc: 0.8604 Epoch 6/10 4224/7200 [================>.............] - ETA: 0s - loss: 0.3363 - acc: 0.8632 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8646 6656/7200 [==========================>...] - ETA: 0s - loss: 0.3454 - acc: 0.8580Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8582 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3428 - acc: 0.8625 1248/7200 [====>.........................] - ETA: 0s - loss: 0.3213 - acc: 0.8662Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3302 - acc: 0.8640 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8576 Epoch 6/10 32/7200 [..............................] - ETA: 0s - loss: 0.4619 - acc: 0.8125 Epoch 8/10 5664/7200 [======================>.......] - ETA: 0s - loss: 0.3350 - acc: 0.8618 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8618 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8606 Epoch 7/10 4928/7200 [===================>..........] - ETA: 0s - loss: 0.3380 - acc: 0.8602Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8604 Epoch 8/10 32/7200 [..............................] - ETA: 0s - loss: 0.2619 - acc: 0.9062 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8626 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3347 - acc: 0.8635 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8633 Epoch 10/10 32/7200 [..............................] - ETA: 0s - loss: 0.4511 - acc: 0.7188Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.4577 - acc: 0.8067 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8640 7200/7200 [==============================] - 0s - loss: 0.3726 - acc: 0.8488 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3492 - acc: 0.8571 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.4541 - acc: 0.8086 Epoch 2/10 1632/7200 [=====>........................] - ETA: 0s - loss: 0.3299 - acc: 0.87Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8582 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3684 - acc: 0.8510 1760/7200 [======>.......................] - ETA: 0s - loss: 0.3477 - acc: 0.8580Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8586 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3460 - acc: 0.8590 Epoch 4/10 4576/7200 [==================>...........] - ETA: 0s - loss: 0.3374 - acc: 0.8566Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.4537 - acc: 0.8093 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8596 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3414 - acc: 0.8585 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3673 - acc: 0.8518 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8632 448/7200 [>.............................] - ETA: 18s - loss: 0.6593 - acc: 0.7076 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8596 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.4556 - acc: 0.8097 3744/7200 [==============>...............] - ETA: 0s - loss: 0.3353 - acc: 0.8576Epoch 2/10 32/7200 [..............................] - ETA: 0s - loss: 0.3137 - acc: 0.8750 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8651 1312/7200 [====>.........................] - ETA: 0s - loss: 0.3832 - acc: 0.8498Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3347 - acc: 0.8597 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3708 - acc: 0.8508 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8608 Epoch 5/10 1664/7200 [=====>........................] - ETA: 0s - loss: 0.3364 - acc: 0.8762 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8632 2080/7200 [=======>......................] - ETA: 0s - loss: 0.3395 - acc: 0.8697Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3510 - acc: 0.8599 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8613 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3306 - acc: 0.8646 7200/7200 [==============================] - 0s - loss: 0.3294 - acc: 0.8656 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3453 - acc: 0.8582 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3332 - acc: 0.8625 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8635 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8613 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3306 - acc: 0.8644 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3283 - acc: 0.8651 Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3398 - acc: 0.8608 Epoch 7/10 992/7200 [===>..........................] - ETA: 0s - loss: 0.3186 - acc: 0.8821 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8646 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3281 - acc: 0.8632 2048/7200 [=======>......................] - ETA: 3s - loss: 0.5165 - acc: 0.8018Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.4504 - acc: 0.8132 Epoch 2/10 5920/7200 [=======================>......] - ETA: 0s - loss: 0.3329 - acc: 0.8628Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3337 - acc: 0.8629 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3273 - acc: 0.8653 7200/7200 [==============================] - 0s - loss: 0.3687 - acc: 0.8472 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3341 - acc: 0.8631 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3496 - acc: 0.8576 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8617 7200/7200 [==============================] - 2s - loss: 0.4501 - acc: 0.8132 Epoch 2/10 5120/7200 [====================>.........] - ETA: 0s - loss: 0.3385 - acc: 0.8633Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3428 - acc: 0.8610 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3646 - acc: 0.8524 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8615 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3463 - acc: 0.8582 Epoch 4/10 864/7200 [==>...........................] - ETA: 0s - loss: 0.3539 - acc: 0.8495Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8631 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.4525 - acc: 0.8104 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8622 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8619 Epoch 8/10 864/7200 [==>...........................] - ETA: 9s - loss: 0.5874 - acc: 0.8009 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8631 3424/7200 [=============>................] - ETA: 0s - loss: 0.3580 - acc: 0.8546Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3321 - acc: 0.8613 7136/7200 [============================>.] - ETA: 0s - loss: 0.4472 - acc: 0.8118Epoch 9/10 6144/7200 [========================>.....] - ETA: 0s - loss: 0.3521 - acc: 0.8555 Epoch 2/10 1312/7200 [====>.........................] - ETA: 1s - loss: 0.3497 - acc: 0.8552 Epoch 4/10 4768/7200 [==================>...........] - ETA: 0s - loss: 0.3798 - acc: 0.8463 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3653 - acc: 0.8519 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3293 - acc: 0.8647 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3430 - acc: 0.8594 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8644 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3447 - acc: 0.8575 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3274 - acc: 0.8656 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8599 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3293 - acc: 0.8663 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3377 - acc: 0.8603 Epoch 5/10 4960/7200 [===================>..........] - ETA: 0s - loss: 0.3330 - acc: 0.8641 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3262 - acc: 0.8661 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3345 - acc: 0.8631 4832/7200 [===================>..........] - ETA: 0s - loss: 0.3340 - acc: 0.8620Epoch 6/10 5408/7200 [=====================>........] - ETA: 0s - loss: 0.3276 - acc: 0.8661Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3347 - acc: 0.8596 2688/7200 [==========>...................] - ETA: 0s - loss: 0.3323 - acc: 0.8631Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3254 - acc: 0.8668 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8629 5120/7200 [====================>.........] - ETA: 0s - loss: 0.3339 - acc: 0.8631Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3329 - acc: 0.8622 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3294 - acc: 0.8642 4768/7200 [==================>...........] - ETA: 0s - loss: 0.5139 - acc: 0.78Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8657 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.4474 - acc: 0.8106 2496/7200 [=========>....................] - ETA: 0s - loss: 0.3238 - acc: 0.8622Epoch 2/10 6816/7200 [===========================>..] - ETA: 0s - loss: 0.3271 - acc: 0.8637Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3268 - acc: 0.8644 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3291 - acc: 0.8647 7200/7200 [==============================] - 0s - loss: 0.3642 - acc: 0.8515 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3232 - acc: 0.8685 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3503 - acc: 0.8557 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3226 - acc: 0.8663 5152/7200 [====================>.........] - ETA: 0s - loss: 0.3507 - acc: 0.8540 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8581 Epoch 5/10 1984/7200 [=======>......................] - ETA: 0s - loss: 0.3732 - acc: 0.8478Epoch 1/10 5056/7200 [====================>.........] - ETA: 0s - loss: 0.3365 - acc: 0.8625 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3425 - acc: 0.8601 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3463 - acc: 0.8572 Epoch 4/10 3168/7200 [============>.................] - ETA: 2s - loss: 0.4991 - acc: 0.7812Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8606 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.4429 - acc: 0.8126 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3415 - acc: 0.8586 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8614 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3597 - acc: 0.8511 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8658 Epoch 9/10 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.4407 - acc: 0.8125 2176/7200 [========>.....................] - ETA: 0s - loss: 0.3535 - acc: 0.8525Epoch 2/10 4128/7200 [================>.............] - ETA: 0s - loss: 0.3415 - acc: 0.8595 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8650 4672/7200 [==================>...........] - ETA: 0s - loss: 0.3601 - acc: 0.8508Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3335 - acc: 0.8646 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3580 - acc: 0.8518 2080/7200 [=======>......................] - ETA: 0s - loss: 0.3243 - acc: 0.8688Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8565 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3351 - acc: 0.8625 6944/7200 [===========================>..] - ETA: 0s - loss: 0.3286 - acc: 0.8674Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8665 7200/7200 [==============================] - 0s - loss: 0.3430 - acc: 0.8581 5472/7200 [=====================>........] - ETA: 0s - loss: 0.3369 - acc: 0.8593Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8585 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8658 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8575 2976/7200 [===========>..................] - ETA: 0s - loss: 0.3282 - acc: 0.8649Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8625 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8618 2432/7200 [=========>....................] - ETA: 0s - loss: 0.3317 - acc: 0.8680Epoch 10/10 6272/7200 [=========================>....] - ETA: 0s - loss: 0.3376 - acc: 0.8610Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3367 - acc: 0.8629 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3345 - acc: 0.8619 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3303 - acc: 0.8649 5696/7200 [======================>.......] - ETA: 0s - loss: 0.3324 - acc: 0.8683 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8654 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3304 - acc: 0.8644 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3300 - acc: 0.8624 6720/7200 [===========================>..] - ETA: 0s - loss: 0.4572 - acc: 0.7978Epoch 10/10 416/7200 [>.............................] - ETA: 0s - loss: 0.3527 - acc: 0.8510 Epoch 2/10 4224/7200 [================>.............] - ETA: 0s - loss: 0.3306 - acc: 0.8655Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3294 - acc: 0.8651 Epoch 9/10 6400/7200 [=========================>....] - ETA: 0s - loss: 0.3599 - acc: 0.8556 7200/7200 [==============================] - 1s - loss: 0.3608 - acc: 0.8550 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3268 - acc: 0.8639 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8586 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3249 - acc: 0.8651 7200/7200 [==============================] - 2s - loss: 0.4511 - acc: 0.8014 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8617 Epoch 5/10 5024/7200 [===================>..........] - ETA: 0s - loss: 0.3685 - acc: 0.8513Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3664 - acc: 0.8489 Epoch 3/10 32/7200 [..............................] - ETA: 0s - loss: 0.1479 - acc: 0.9688 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3330 - acc: 0.8614 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3493 - acc: 0.8571 Epoch 4/10 1152/7200 [===>..........................] - ETA: 7s - loss: 0.5634 - acc: 0.7760 Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8636 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3472 - acc: 0.8583 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.4552 - acc: 0.8011 Epoch 2/10 6752/7200 [===========================>..] - ETA: 0s - loss: 0.3696 - acc: 0.8486 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3674 - acc: 0.8492 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3425 - acc: 0.8606 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.4547 - acc: 0.8018 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3248 - acc: 0.8668 Epoch 10/10 6976/7200 [============================>.] - ETA: 0s - loss: 0.3411 - acc: 0.8582 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8589 416/7200 [>.............................] - ETA: 0s - loss: 0.3339 - acc: 0.8750Epoch 7/10 4288/7200 [================>.............] - ETA: 0s - loss: 0.3189 - acc: 0.8675 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3236 - acc: 0.8656 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8597 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3366 - acc: 0.8643 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3481 - acc: 0.8568 3904/7200 [===============>..............] - ETA: 0s - loss: 0.3362 - acc: 0.8627Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8586 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3351 - acc: 0.8631 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8608 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3370 - acc: 0.8619 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3324 - acc: 0.8617 4320/7200 [=================>............] - ETA: 0s - loss: 0.3321 - acc: 0.8685Epoch 10/10 1216/7200 [====>.........................] - ETA: 0s - loss: 0.3613 - acc: 0.8544Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3400 - acc: 0.8635 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8607 Epoch 8/10 4192/7200 [================>.............] - ETA: 0s - loss: 0.3547 - acc: 0.8526 4192/7200 [================>.............] - ETA: 0s - loss: 0.3374 - acc: 0.8616 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3331 - acc: 0.8622 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.4458 - acc: 0.8086 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8621 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3316 - acc: 0.8658 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8629 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3662 - acc: 0.8468 Epoch 3/10 4384/7200 [=================>............] - ETA: 0s - loss: 0.3259 - acc: 0.8656Epoch 1/10 3680/7200 [==============>...............] - ETA: 0s - loss: 0.3325 - acc: 0.8636 7200/7200 [==============================] - 0s - loss: 0.3511 - acc: 0.8560 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3303 - acc: 0.8668 32/7200 [..............................] - ETA: 0s - loss: 0.2949 - acc: 0.8438Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3275 - acc: 0.8667 7200/7200 [==============================] - 1s - loss: 0.3453 - acc: 0.8564 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.4416 - acc: 0.8121 Epoch 2/10 5632/7200 [======================>.......] - ETA: 0s - loss: 0.3349 - acc: 0.8604Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3426 - acc: 0.8581 3712/7200 [==============>...............] - ETA: 0s - loss: 0.3609 - acc: 0.8483Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3573 - acc: 0.8510 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8628 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8593 Epoch 4/10 1440/7200 [=====>........................] - ETA: 6s - loss: 0.5694 - acc: 0.7535Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8596 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.4460 - acc: 0.8082 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8596 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8614 4832/7200 [===================>..........] - ETA: 0s - loss: 0.3205 - acc: 0.8667Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3644 - acc: 0.8481 Epoch 3/10 1120/7200 [===>..........................] - ETA: 0s - loss: 0.3604 - acc: 0.8491 4640/7200 [==================>...........] - ETA: 1s - loss: 0.4761 - acc: 0.7899Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.4425 - acc: 0.8092 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3319 - acc: 0.8635 5376/7200 [=====================>........] - ETA: 0s - loss: 0.3217 - acc: 0.8679Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3508 - acc: 0.8576 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3308 - acc: 0.8619 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3595 - acc: 0.8518 Epoch 3/10 4896/7200 [===================>..........] - ETA: 0s - loss: 0.3254 - acc: 0.8689 7200/7200 [==============================] - 1s - loss: 0.3448 - acc: 0.8586 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3293 - acc: 0.8649 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3479 - acc: 0.8575 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3409 - acc: 0.8608 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3283 - acc: 0.8642 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3411 - acc: 0.8601 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8603 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3247 - acc: 0.8663 Epoch 10/10 5344/7200 [=====================>........] - ETA: 0s - loss: 0.3272 - acc: 0.8641Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3383 - acc: 0.8611 Epoch 6/10 6848/7200 [===========================>..] - ETA: 0s - loss: 0.3210 - acc: 0.8687 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3239 - acc: 0.8672 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8621 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3343 - acc: 0.8633 Epoch 9/10 800/800 [==============================] - 1s s - loss: 0.3264 - acc: 0.867 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8617 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.4384 - acc: 0.8156 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3313 - acc: 0.8643 4416/7200 [=================>............] - ETA: 0s - loss: 0.3683 - acc: 0.8505Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3329 - acc: 0.8607 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3634 - acc: 0.8507 Epoch 3/10 2336/7200 [========>.....................] - ETA: 0s - loss: 0.3260 - acc: 0.8643Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3301 - acc: 0.8676 7200/7200 [==============================] - 1s - loss: 0.3285 - acc: 0.8665 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3480 - acc: 0.8581 Epoch 4/10 800/800 [==============================] - 1s s - loss: 0.3402 - acc: 0.857 7200/7200 [==============================] - 0s - loss: 0.3430 - acc: 0.8565 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3277 - acc: 0.8674 7200/7200 [==============================] - 2s - loss: 0.4342 - acc: 0.8171 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8582 Epoch 6/10 3424/7200 [=============>................] - ETA: 0s - loss: 0.3657 - acc: 0.8496Epoch 1/10 5888/7200 [=======================>......] - ETA: 0sss: 0.3594 - acc: 0.8501 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8607 Epoch 7/10 3136/7200 [============>.................] - ETA: 0s - loss: 0.3324 - acc: 0.8677Epoch 1/10 1536/7200 [=====>........................] - ETA: 5s - loss: 0.5283 - acc: 0.7930 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3333 - acc: 0.8643 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.4324 - acc: 0.8192 Epoch 2/10 1056/7200 [===>..........................] - ETA: 0s - loss: 0.3701 - acc: 0.8580 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3326 - acc: 0.8622 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3577 - acc: 0.8524 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.4353 - acc: 0.8187 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3379 - acc: 0.8607 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3297 - acc: 0.8638 1920/7200 [=======>......................] - ETA: 0s - loss: 0.3662 - acc: 0.8646Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3433 - acc: 0.8558 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3609 - acc: 0.8515 32/7200 [..............................] - ETA: 0s - loss: 0.2595 - acc: 0.9062Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8611 864/7200 [==>...........................] - ETA: 0s - loss: 0.3229 - acc: 0.8762Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3274 - acc: 0.8656 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8582 6336/7200 [=========================>....] - ETA: 0s - loss: 0.3305 - acc: 0.8663Epoch 5/10 32/7200 [..............................] - ETA: 1s - loss: 0.1703 - acc: 0.9375 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8640 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8583 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3355 - acc: 0.8614 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3303 - acc: 0.8651 Epoch 9/10 4416/7200 [=================>............] - ETA: 0s - loss: 0.3166 - acc: 0.8712Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3422 - acc: 0.8615 Epoch 6/10 6464/7200 [=========================>....] - ETA: 0s - loss: 0.3289 - acc: 0.8640 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3275 - acc: 0.8625 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8617 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3288 - acc: 0.8643 Epoch 8/10 1056/7200 [===>..........................] - ETA: 0s - loss: 0.3190 - acc: 0.8655 7200/7200 [==============================] - 1s - loss: 0.5452 - acc: 0.7879 Epoch 2/10 6720/7200 [===========================>..] - ETA: 0s - loss: 0.4159 - acc: 0.8241Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8617 7200/7200 [==============================] - 0s - loss: 0.4141 - acc: 0.8254 Epoch 3/10 800/7200 [==>...........................] - ETA: 0s - loss: 0.3125 - acc: 0.8738 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3781 - acc: 0.8428 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8636 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3252 - acc: 0.8654 7104/7200 [============================>.] - ETA: 0s - loss: 0.3581 - acc: 0.8533Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3586 - acc: 0.8528 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3495 - acc: 0.8604 Epoch 6/10 4512/7200 [=================>............] - ETA: 0s - loss: 0.3357 - acc: 0.8617Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3333 - acc: 0.8624 6496/7200 [==========================>...] - ETA: 0s - loss: 0.3220 - acc: 0.8664Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3235 - acc: 0.8661 864/7200 [==>...........................] - ETA: 0s - loss: 0.3051 - acc: 0.8773 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8594 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3309 - acc: 0.8654 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8597 Epoch 9/10 3136/7200 [============>.................] - ETA: 0sss: 0.3396 - acc: 0.8624 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.5463 - acc: 0.7871 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8625 7200/7200 [==============================] - 0s - loss: 0.4139 - acc: 0.8229 Epoch 3/10 6784/7200 [===========================>..] - ETA: 0s - loss: 0.3783 - acc: 0.8433Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3785 - acc: 0.8428 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3596 - acc: 0.8535 Epoch 5/10 3648/7200 [==============>...............] - ETA: 0s - loss: 0.3471 - acc: 0.8594Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3507 - acc: 0.8582 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3452 - acc: 0.8614 Epoch 7/10 2752/7200 [==========>...................] - ETA: 0s - loss: 0.3392 - acc: 0.8623Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8615 Epoch 8/10 960/7200 [===>..........................] - ETA: 0s - loss: 0.3684 - acc: 0.8448 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3422 - acc: 0.8601 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.4153 - acc: 0.8231 5248/7200 [====================>.........] - ETA: 0s - loss: 0.5755 - acc: 0.7860Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.5454 - acc: 0.7881 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8639 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3806 - acc: 0.8414 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.4116 - acc: 0.8235 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8633 7200/7200 [==============================] - 0s - loss: 0.3617 - acc: 0.8531 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.5697 - acc: 0.7618 Epoch 2/10 1792/7200 [======>.......................] - ETA: 0s - loss: 0.4608 - acc: 0.7785 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3538 - acc: 0.8579 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.4255 - acc: 0.8065 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3561 - acc: 0.8546 Epoch 5/10 7040/7200 [============================>.] - ETA: 0s - loss: 0.3512 - acc: 0.8574 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3498 - acc: 0.8578 Epoch 7/10 1472/7200 [=====>........................] - ETA: 0s - loss: 0.3833 - acc: 0.8533 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3707 - acc: 0.8496 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8593 Epoch 5/10 64/7200 [..............................] - ETA: 0s - loss: 0.4336 - acc: 0.8594 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3441 - acc: 0.8615 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8590 Epoch 9/10 Epoch 6/10 768/7200 [==>...........................] - ETA: 0s - loss: 0.3492 - acc: 0.8659Epoch 1/10 1600/7200 [=====>........................] - ETA: 0s - loss: 0.3400 - acc: 0.8631 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8599 4800/7200 [===================>..........] - ETA: 0s - loss: 0.3468 - acc: 0.8583Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3535 - acc: 0.8561 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8599 2560/7200 [=========>....................] - ETA: 0s - loss: 0.3289 - acc: 0.8672Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3512 - acc: 0.8560 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8604 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8619 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3512 - acc: 0.8574 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3351 - acc: 0.8628 7200/7200 [==============================] - 0s - loss: 0.3506 - acc: 0.8581 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.5670 - acc: 0.7642 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3489 - acc: 0.8593 7200/7200 [==============================] - 0s - loss: 0.4224 - acc: 0.8100 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3908 - acc: 0.8407 Epoch 4/10 5696/7200 [======================>.......] - ETA: 0s - loss: 0.4796 - acc: 0.82Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3669 - acc: 0.8524 Epoch 5/10 4992/7200 [===================>..........] - ETA: 0s - loss: 0.3538 - acc: 0.8582Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3548 - acc: 0.8562 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3489 - acc: 0.8594 Epoch 7/10 64/7200 [..............................] - ETA: 152s - loss: 0.7137 - acc: 0.2500Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.5667 - acc: 0.7656 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3477 - acc: 0.8586 Epoch 8/10 5632/7200 [======================>.......] - ETA: 0s - loss: 0.3463 - acc: 0.8567 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3473 - acc: 0.8581 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.5675 - acc: 0.7644 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3880 - acc: 0.8408 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3469 - acc: 0.8596 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.4199 - acc: 0.8122 Epoch 3/10 4928/7200 [===================>..........] - ETA: 0s - loss: 0.3461 - acc: 0.8624 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8610 7200/7200 [==============================] - 1s - loss: 0.5249 - acc: 0.7882 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3891 - acc: 0.8425 Epoch 4/10 4608/7200 [==================>...........] - ETA: 0s - loss: 0.4234 - acc: 0.8151 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.4164 - acc: 0.8194 4480/7200 [=================>............] - ETA: 0s - loss: 0.3733 - acc: 0.8489Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3643 - acc: 0.8542 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3485 - acc: 0.8568 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3866 - acc: 0.8379 3968/7200 [===============>..............] - ETA: 0s - loss: 0.3465 - acc: 0.8604Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3515 - acc: 0.8556 3520/7200 [=============>................] - ETA: 0s - loss: 0.3693 - acc: 0.8423Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3474 - acc: 0.8568 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3654 - acc: 0.8478 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3463 - acc: 0.8600 3328/7200 [============>.................] - ETA: 0s - loss: 0.3582 - acc: 0.8468Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3464 - acc: 0.8571 Epoch 9/10 4096/7200 [================>.............] - ETA: 0s - loss: 0.3329 - acc: 0.8669 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8613 Epoch 8/10 5312/7200 [=====================>........] - ETA: 0s - loss: 0.3479 - acc: 0.8586Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3462 - acc: 0.8589 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3474 - acc: 0.8558 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3426 - acc: 0.8607 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8592 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8585 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8629 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8592 3776/7200 [==============>...............] - ETA: 0s - loss: 0.3366 - acc: 0.8655Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8607 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8617 2 Epoch 10/10 1216/7200 [====>.........................] - ETA: 0sss: 0.5259 - acc: 0.7893 6912/7200 [===========================>..] - ETA: 0s - loss: 0.3389 - acc: 0.8588Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8594 7200/7200 [==============================] - 0s - loss: 0.4200 - acc: 0.8181 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3894 - acc: 0.8364 Epoch 4/10 Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3677 - acc: 0.8476 Epoch 5/10 1984/7200 [=======>......................] - ETA: 0s - loss: 0.3651 - acc: 0.8473Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3575 - acc: 0.8531 Epoch 6/10 5824/7200 [=======================>......] - ETA: 0s - loss: 0.3499 - acc: 0.8582Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3520 - acc: 0.8560 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3483 - acc: 0.8561 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.5252 - acc: 0.7896 Epoch 2/10 5120/7200 [====================>.........] - ETA: 0s - loss: 0.5591 - acc: 0.7826 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.4180 - acc: 0.8192 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.5263 - acc: 0.7906 Epoch 2/10 6592/7200 [==========================>...] - ETA: 0s - loss: 0.3901 - acc: 0.8346 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3896 - acc: 0.8346 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.4178 - acc: 0.8171 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.5674 - acc: 0.7911 3456/7200 [=============>................] - ETA: 0s - loss: 0.3950 - acc: 0.8336Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8583 7200/7200 [==============================] - 0s - loss: 0.3693 - acc: 0.8471 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3890 - acc: 0.8350 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.4254 - acc: 0.8028 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3584 - acc: 0.8512 2816/7200 [==========>...................] - ETA: 0s - loss: 0.4005 - acc: 0.8263Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3672 - acc: 0.8481 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8308 4416/7200 [=================>............] - ETA: 0s - loss: 0.3542 - acc: 0.8519Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3507 - acc: 0.8575 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3564 - acc: 0.8539 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3739 - acc: 0.8447 5696/7200 [======================>.......] - ETA: 0s - loss: 0.3452 - acc: 0.8580Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3487 - acc: 0.8581 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3493 - acc: 0.8569 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3597 - acc: 0.8558 4672/7200 [==================>...........] - ETA: 0s - loss: 0.3454 - acc: 0.8572Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8571 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3470 - acc: 0.8583 Epoch 8/10 5312/7200 [=====================>........] - ETA: 0s - loss: 0.3451 - acc: 0.8575Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3532 - acc: 0.8544 4032/7200 [===============>..............] - ETA: 0s - loss: 0.3516 - acc: 0.8544Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8581 Epoch 10/10 960/7200 [===>..........................] - ETA: 0s - loss: 0.3513 - acc: 0.8479 3648/7200 [==============>...............] - ETA: 0s - loss: 0.3404 - acc: 0.8616Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3508 - acc: 0.8539 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3425 - acc: 0.8603 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8594 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3478 - acc: 0.8557 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8611 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8560 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8574 7200/7200 [==============================] - 1s - loss: 0.5660 - acc: 0.7937 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.4223 - acc: 0.8051 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8374 Epoch 4/10 64/7200 [..............................] - ETA: 0s - loss: 0.4022 - acc: 0.8281Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3697 - acc: 0.8472 Epoch 5/10 6656/7200 [==========================>...] - ETA: 0s - loss: 0.3553 - acc: 0.85Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3556 - acc: 0.8565 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3482 - acc: 0.8575 Epoch 7/10 64/7200 [..............................] - ETA: 0s - loss: 0.3092 - acc: 0.9062Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8576 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.5691 - acc: 0.7886 Epoch 2/10 2560/7200 [=========>....................] - ETA: 2s - loss: 0.6493 - acc: 0.7816 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.4278 - acc: 0.8025 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.5666 - acc: 0.7889 Epoch 2/10 1664/7200 [=====>........................] - ETA: 0s - loss: 0.4467 - acc: 0.7825 Epoch 10/10 896/7200 [==>...........................] - ETA: 10s - loss: 0.6936 - acc: 0.4821 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.4241 - acc: 0.8065 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8617 7200/7200 [==============================] - 1s - loss: 0.5787 - acc: 0.7550 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3772 - acc: 0.8422 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8335 Epoch 4/10 1856/7200 [======>.......................] - ETA: 0s - loss: 0.3904 - acc: 0.8438 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3615 - acc: 0.8538 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3758 - acc: 0.8442 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3830 - acc: 0.8440 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3538 - acc: 0.8560 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3604 - acc: 0.8536 Epoch 6/10 4160/7200 [================>.............] - ETA: 0s - loss: 0.3399 - acc: 0.8630 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3505 - acc: 0.8574 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3524 - acc: 0.8565 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3531 - acc: 0.8554 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3465 - acc: 0.8582 Epoch 9/10 64/7200 [..............................] - ETA: 1s - loss: 0.4047 - acc: 0.8438Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3486 - acc: 0.8550 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3476 - acc: 0.8575 Epoch 7/10 2432/7200 [=========>....................] - ETA: 0s - loss: 0.3312 - acc: 0.8631 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8596 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8582 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8610 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8593 Epoch 10/10 2816/7200 [==========>...................] - ETA: 0s - loss: 0.3521 - acc: 0.8555 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8594 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8581 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.5780 - acc: 0.7562 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3428 - acc: 0.8594 7200/7200 [==============================] - 0s - loss: 0.4208 - acc: 0.8086 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3850 - acc: 0.8413 Epoch 4/10 5248/7200 [====================>.........] - ETA: 0s - loss: 0.3589 - acc: 0.8544Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3599 - acc: 0.8544 Epoch 5/10 6528/7200 [==========================>...] - ETA: 0s - loss: 0.3512 - acc: 0.85Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3504 - acc: 0.8575 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8589 Epoch 7/10 960/7200 [===>..........................] - ETA: 0s - loss: 0.3536 - acc: 0.8552Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8593 0 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.5783 - acc: 0.7543 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8590 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.4186 - acc: 0.8125 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8613 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.5774 - acc: 0.7572 2240/7200 [========>.....................] - ETA: 0s - loss: 0.3989 - acc: 0.8371Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3790 - acc: 0.8475 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8601 5888/7200 [=======================>......] - ETA: 0s - loss: 0.5464 - acc: 0.7704 2496/7200 [=========>....................] - ETA: 0s - loss: 0.3651 - acc: 0.8550Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.5263 - acc: 0.7751 3968/7200 [===============>..............] - ETA: 0s - loss: 0.3529 - acc: 0.8586Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3568 - acc: 0.8558 Epoch 5/10 2688/7200 [==========>...................] - ETA: 0s - loss: 0.3465 - acc: 0.8661 Epoch 4/10 1408/7200 [====>.........................] - ETA: 0s - loss: 0.3597 - acc: 0.8615 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3487 - acc: 0.8596 3712/7200 [==============>...............] - ETA: 0s - loss: 0.3548 - acc: 0.8583Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3610 - acc: 0.8533 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3779 - acc: 0.8432 Epoch 4/10 2944/7200 [===========>..................] - ETA: 0sss: 0.3433 - acc: 0.8601 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3537 - acc: 0.8553 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3564 - acc: 0.8536 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8604 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3489 - acc: 0.8581 3008/7200 [===========>..................] - ETA: 0s - loss: 0.3239 - acc: 0.8697Epoch 7/10 1344/7200 [====>.........................] - ETA: 0s - loss: 0.3225 - acc: 0.8705Epoch 1/10 5440/7200 [=====================>........] - ETA: 0s - loss: 0.3376 - acc: 0.8636 Epoch 6/10 1664/7200 [=====>........................] - ETA: 0s - loss: 0.3496 - acc: 0.8666 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3468 - acc: 0.8553 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3439 - acc: 0.8592 1728/7200 [======>.......................] - ETA: 0s - loss: 0.3507 - acc: 0.8553Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8615 Epoch 10/10 5120/7200 [====================>.........] - ETA: 0s - loss: 0.3378 - acc: 0.8574 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8569 Epoch 8/10 64/7200 [..............................] - ETA: 0s - loss: 0.3581 - acc: 0.8438 7200/7200 [==============================] - 0s - loss: 0.3454 - acc: 0.8581 5568/7200 [======================>.......] - ETA: 0s - loss: 0.3413 - acc: 0.85943Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8596 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8599 7200/7200 [==============================] - 1s - loss: 0.5269 - acc: 0.7739 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8622 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.4135 - acc: 0.8179 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8589 7200/7200 [==============================] - 0s - loss: 0.3790 - acc: 0.8428 Epoch 4/10 64/7200 [..............................] - ETA: 0s - loss: 0.3558 - acc: 0.8572Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3559 - acc: 0.8544 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3488 - acc: 0.8540 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8608 Epoch 7/10 64/7200 [..............................] - ETA: 0s - loss: 0.4164 - acc: 0.8594Epoch 1/10 3328/7200 [============>.................] - ETA: 0s - loss: 0.3410 - acc: 0.8552Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3420 - acc: 0.8579 8 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.5279 - acc: 0.7721 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8607 Epoch 9/10 6080/7200 [========================>.....] - ETA: 0s - loss: 0.3362 - acc: 0.8638 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8624 Epoch 10/10 6208/7200 [========================>.....] - ETA: 0s - loss: 0.5387 - acc: 0.7697 Epoch 4/10 1024/7200 [===>..........................] - ETA: 0s - loss: 0.3747 - acc: 0.8418 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8606 3648/7200 [==============>...............] - ETA: 0s - loss: 0.4103 - acc: 0.8221 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3630 - acc: 0.8517 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.4121 - acc: 0.8225 Epoch 3/10 3328/7200 [============>.................] - ETA: 0s - loss: 0.3818 - acc: 0.8404 Epoch 3/10 6784/7200 [===========================>..] - ETA: 0s - loss: 0.3795 - acc: 0.8433 7200/7200 [==============================] - 0s - loss: 0.3547 - acc: 0.8525 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3802 - acc: 0.8432 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8335 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3558 - acc: 0.8556 7200/7200 [==============================] - 0s - loss: 0.3501 - acc: 0.8544 Epoch 5/10 64/7200 [..............................] - ETA: 0s - loss: 0.2449 - acc: 0.9375Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3705 - acc: 0.8467 3968/7200 [===============>..............] - ETA: 0s - loss: 0.3477 - acc: 0.8511Epoch 5/10 2944/7200 [===========>..................] - ETA: 0s - loss: 0.3441 - acc: 0.8573 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3461 - acc: 0.8565 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3563 - acc: 0.8550 3904/7200 [===============>..............] - ETA: 0s - loss: 0.3496 - acc: 0.8599Epoch 6/10 832/7200 [==>...........................] - ETA: 0s - loss: 0.3469 - acc: 0.8606Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3461 - acc: 0.8569 3008/7200 [===========>..................] - ETA: 0s - loss: 0.3620 - acc: 0.8501Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3426 - acc: 0.8600 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3510 - acc: 0.8569 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8576 Epoch 10/10 3968/7200 [===============>..............] - ETA: 0s - loss: 0.3386 - acc: 0.8654 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3498 - acc: 0.8564 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8574 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8622 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8589 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8603 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8625 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.5105 - acc: 0.7931 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8631 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8597 7200/7200 [==============================] - 0s - loss: 0.4220 - acc: 0.8143 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8364 Epoch 4/10 5824/7200 [=======================>......] - ETA: 0s - loss: 0.3758 - acc: 0.8443Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3697 - acc: 0.8475 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3501 - acc: 0.85 7200/7200 [==============================] - 0s - loss: 0.3546 - acc: 0.8556 Epoch 6/10 6080/7200 [========================>.....] - ETA: 0s - loss: 0.3547 - acc: 0.8548Epoch 1/10 6848/7200 [===========================>..] - ETA: 0s - loss: 0.3502 - acc: 0.8567Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3483 - acc: 0.8574 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3473 - acc: 0.8571 0 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.5109 - acc: 0.7953 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8626 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8597 7200/7200 [==============================] - 0s - loss: 0.4235 - acc: 0.8135 Epoch 10/10 64/7200 [..............................] - ETA: 0s - loss: 0.5070 - acc: 0.8125Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.5093 - acc: 0.7944 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8363 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.5230 - acc: 0.7774 896/7200 [==>...........................] - ETA: 0s - loss: 0.4372 - acc: 0.7924 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.4213 - acc: 0.8161 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3650 - acc: 0.8515 6912/7200 [===========================>..] - ETA: 0s - loss: 0.4078 - acc: 0.8234Epoch 5/10 832/7200 [==>...........................] - ETA: 0s - loss: 0.3905 - acc: 0.8341 Epoch 3/10 5760/7200 [=======================>......] - ETA: 0s - loss: 0.3716 - acc: 0.8453 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3515 - acc: 0.8546 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3715 - acc: 0.8464 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3626 - acc: 0.8506 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3458 - acc: 0.8576 Epoch 7/10 1472/7200 [=====>........................] - ETA: 0s - loss: 0.3622 - acc: 0.8471 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3479 - acc: 0.8574 6080/7200 [========================>.....] - ETA: 0s - loss: 0.3476 - acc: 0.8571Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3454 - acc: 0.8574 Epoch 8/10 832/7200 [==>...........................] - ETA: 0s - loss: 0.3170 - acc: 0.8678 Epoch 6/10 2368/7200 [========>.....................] - ETA: 0s - loss: 0.3263 - acc: 0.8674Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8622 Epoch 7/10 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8589 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8604 7200/7200 [==============================] - 0s - loss: 0.3414 - acc: 0.8603 Epoch 10/10 7104/7200 [============================>.] - ETA: 0s - loss: 0.3374 - acc: 0.8616Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8615 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8592 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8618 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8593 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8600 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8633 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.5237 - acc: 0.7786 2304/7200 [========>.....................] - ETA: 0s - loss: 0.3535 - acc: 0.8529Epoch 2/10 4736/7200 [==================>...........] - ETA: 0s - loss: 0.4124 - acc: 0.8152 7200/7200 [==============================] - 0s - loss: 0.3346 - acc: 0.8625 7200/7200 [==============================] - 0s - loss: 0.4115 - acc: 0.8185 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3777 - acc: 0.8461 Epoch 4/10 6464/7200 [=========================>....] - ETA: 0s - loss: 0.3568 - acc: 0.8529Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3575 - acc: 0.8538 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3509 - acc: 0.8564 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3453 - acc: 0.8568 Epoch 7/10 960/7200 [===>..........................] - ETA: 0s - loss: 0.3191 - acc: 0.8740Epoch 1/10 3392/7200 [=============>................] - ETA: 0s - loss: 0.3415 - acc: 0.8656Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8618 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8567 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.5190 - acc: 0.7815 Epoch 2/10 6720/7200 [===========================>..] - ETA: 0s - loss: 0.4095 - acc: 0.8193 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.4068 - acc: 0.8212 2 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8601 7200/7200 [==============================] - 0s - loss: 0.3736 - acc: 0.8481 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.5208 - acc: 0.7796 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.4125 - acc: 0.8193 7200/7200 [==============================] - 0s - loss: 0.3551 - acc: 0.8533 Epoch 3/10 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3480 - acc: 0.8603 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3838 - acc: 0.8425 Epoch 4/10 896/7200 [==>...........................] - ETA: 0s - loss: 0.3885 - acc: 0.8326 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8592 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3625 - acc: 0.8501 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.4132 - acc: 0.8172 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8601 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3544 - acc: 0.8553 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3794 - acc: 0.8432 Epoch 4/10 64/7200 [..............................] - ETA: 0s - loss: 0.2776 - acc: 0.9219Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8615 6592/7200 [==========================>...] - ETA: 0s - loss: 0.3555 - acc: 0.8565Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3483 - acc: 0.8554 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3569 - acc: 0.8556 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8572 Epoch 8/10 64/7200 [..............................] - ETA: 0s - loss: 0.2688 - acc: 0.8906Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8628 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8599 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8564 7200/7200 [==============================] - 0s - loss: 0.3439 - acc: 0.8615 Epoch 9/10 64/7200 [..............................] - ETA: 0s - loss: 0.2439 - acc: 0.9062Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8607 Epoch 8/10 64/7200 [..............................] - ETA: 0s - loss: 0.4420 - acc: 0.7812 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8622 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8564 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8617 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.5043 - acc: 0.7922 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8614 7200/7200 [==============================] - 0s - loss: 0.4104 - acc: 0.8185 Epoch 3/10 2176/7200 [========>.....................] - ETA: 0s - loss: 0.3817 - acc: 0.8493Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3783 - acc: 0.8457 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3559 - acc: 0.8536 Epoch 5/10 3136/7200 [============>.................] - ETA: 0s - loss: 0.3404 - acc: 0.8619Epoch 1/10 6016/7200 [========================>.....] - ETA: 0sss: 0.3468 - acc: 0.8575 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8604 Epoch 7/10 1792/7200 [======>.......................] - ETA: 0s - loss: 0.3604 - acc: 0.8527Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8614 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8626 Epoch 9/10 4480/7200 [=================>............] - ETA: 1s - loss: 0.5396 - acc: 0.7908 Epoch 10/10 7200/7200 [==============================] - 3s - loss: 0.5092 - acc: 0.7882 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3351 - acc: 0.8640 6400/7200 [=========================>....] - ETA: 0s - loss: 0.5110 - acc: 0.7922 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.4182 - acc: 0.8142 7104/7200 [============================>.] - ETA: 0s - loss: 0.5085 - acc: 0.7886Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.5070 - acc: 0.7890 960/7200 [===>..........................] - ETA: 0s - loss: 0.4444 - acc: 0.8000Epoch 2/10 6144/7200 [========================>.....] - ETA: 0s - loss: 0.4223 - acc: 0.8122 Epoch 3/10 6912/7200 [===========================>..] - ETA: 0s - loss: 0.4156 - acc: 0.8171 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.4137 - acc: 0.8189 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8381 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3636 - acc: 0.8522 6592/7200 [==========================>...] - ETA: 0s - loss: 0.3844 - acc: 0.8430Epoch 5/10 64/7200 [..............................] - ETA: 0sss: 0.3817 - acc: 0.8435 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3742 - acc: 0.8488 5376/7200 [=====================>........] - ETA: 0s - loss: 0.3601 - acc: 0.8542Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3539 - acc: 0.8542 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3586 - acc: 0.8551 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3570 - acc: 0.8558 Epoch 6/10 6912/7200 [===========================>..] - ETA: 0s - loss: 0.3504 - acc: 0.8558 768/7200 [==>...........................] - ETA: 0s - loss: 0.3396 - acc: 0.8646Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3503 - acc: 0.8561 Epoch 6/10 64/7200 [..............................] - ETA: 0s - loss: 0.3200 - acc: 0.8594Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3514 - acc: 0.8561 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3477 - acc: 0.8604 Epoch 8/10 832/7200 [==>...........................] - ETA: 0s - loss: 0.3472 - acc: 0.8522 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3484 - acc: 0.8558 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3461 - acc: 0.8592 960/7200 [===>..........................] - ETA: 0s - loss: 0.3422 - acc: 0.8625Epoch 9/10 Epoch 8/10 5504/7200 [=====================>........] - ETA: 0s - loss: 0.3345 - acc: 0.8670 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8572 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8626 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8604 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8625 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8624 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8606 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8639 7200/7200 [==============================] - 0s - loss: 0.4153 - acc: 0.8217 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8383 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3748 - acc: 0.8471 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3578 - acc: 0.8549 Epoch 6/10 4352/7200 [=================>............] - ETA: 0s - loss: 0.3605 - acc: 0.8516Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3489 - acc: 0.8575 Epoch 7/10 2624/7200 [=========>....................] - ETA: 0s - loss: 0.3533 - acc: 0.8556Epoch 1/10 5568/7200 [======================>.......] - ETA: 0s - loss: 0.3488 - acc: 0.8574Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3474 - acc: 0.8558 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8587 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8615 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.5017 - acc: 0.7906 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8603 7200/7200 [==============================] - 1s - loss: 0.5071 - acc: 0.7929 Epoch 2/10 1472/7200 [=====>........................] - ETA: 0s - loss: 0.4447 - acc: 0.7982 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.4982 - acc: 0.7969 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.4117 - acc: 0.8160 Epoch 3/10 4928/7200 [===================>..........] - ETA: 0s - loss: 0.4209 - acc: 0.8145 Epoch 4/10 4416/7200 [=================>............] - ETA: 0s - loss: 0.3874 - acc: 0.8440 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3779 - acc: 0.8454 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3701 - acc: 0.8514 Epoch 5/10 6784/7200 [===========================>..] - ETA: 0sss: 0.3754 - acc: 0.8494 Epoch 4/10 2368/7200 [========>.....................] - ETA: 0s - loss: 0.3773 - acc: 0.8497 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3532 - acc: 0.8586 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3550 - acc: 0.8564 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3523 - acc: 0.8567 Epoch 1/10 4480/7200 [=================>............] - ETA: 0s - loss: 0.3557 - acc: 0.8533Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8583 Epoch 7/10 2496/7200 [=========>....................] - ETA: 0s - loss: 0.3508 - acc: 0.8586 5376/7200 [=====================>........] - ETA: 0s - loss: 0.3510 - acc: 0.8566Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3484 - acc: 0.8579 1664/7200 [=====>........................] - ETA: 0s - loss: 0.3465 - acc: 0.8552Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8589 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3452 - acc: 0.8593 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3469 - acc: 0.8575 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8600 Epoch 9/10 3328/7200 [============>.................] - ETA: 0s - loss: 0.3410 - acc: 0.8621 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8564 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3377 - acc: 0.8617 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8587 Epoch 9/10 Epoch 10/10 1664/7200 [=====>........................] - ETA: 0s - loss: 0.3535 - acc: 0.8528 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8604 7200/7200 [==============================] - 0s - loss: 0.3430 - acc: 0.8590 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8625 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8104 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8625 7200/7200 [==============================] - 0s - loss: 0.3759 - acc: 0.8196 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3613 - acc: 0.8469 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3529 - acc: 0.8562 Epoch 6/10 6208/7200 [========================>.....] - ETA: 0s - loss: 0.3513 - acc: 0.8589Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3492 - acc: 0.8594 Epoch 7/10 1536/7200 [=====>........................] - ETA: 0s - loss: 0.3467 - acc: 0.8626Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3454 - acc: 0.8593 Epoch 8/10 2752/7200 [==========>...................] - ETA: 0s - loss: 0.3508 - acc: 0.8576Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8606 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8619 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8636 7200/7200 [==============================] - 1s - loss: 0.4872 - acc: 0.7962 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.4901 - acc: 0.8007 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.4052 - acc: 0.8078 Epoch 3/10 6656/7200 [==========================>...] - ETA: 0s - loss: 0.4930 - acc: 0.7955 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.4885 - acc: 0.7949 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3816 - acc: 0.8158 Epoch 4/10 64/800 [=>............................] - ETA: 14soss: 0.3743 - acc: 0.8457 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.4058 - acc: 0.8083 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3648 - acc: 0.8468 3520/7200 [=============>................] - ETA: 0s - loss: 0.3518 - acc: 0.8594Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3581 - acc: 0.8556 3712/7200 [==============>...............] - ETA: 0s - loss: 0.3560 - acc: 0.8572Epoch 5/10 4608/7200 [==================>...........] - ETA: 0s - loss: 0.3526 - acc: 0.8566 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3563 - acc: 0.8550 Epoch 6/10 5376/7200 [=====================>........] - ETA: 0s - loss: 0.3567 - acc: 0.8376Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3496 - acc: 0.8568 Epoch 6/10 4544/7200 [=================>............] - ETA: 0s - loss: 0.3526 - acc: 0.8583 1024/7200 [===>..........................] - ETA: 0s - loss: 0.3454 - acc: 0.8633Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3510 - acc: 0.8578 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8610 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3587 - acc: 0.8540 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3487 - acc: 0.8586 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8621 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3531 - acc: 0.8565 Epoch 7/10 4416/7200 [=================>............] - ETA: 0s - loss: 0.3325 - acc: 0.8625 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8607 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3493 - acc: 0.8565 2 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8606 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.4925 - acc: 0.7979 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8622 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3461 - acc: 0.8593 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8607 6272/7200 [=========================>....] - ETA: 0s - loss: 0.3366 - acc: 0.8616 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8613 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3773 - acc: 0.8450 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8622 7200/7200 [==============================] - 0s - loss: 0.3623 - acc: 0.8518 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3521 - acc: 0.8564 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3457 - acc: 0.8576 Epoch 7/10 1472/7200 [=====>........................] - ETA: 0s - loss: 0.2635 - acc: 0.89Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3453 - acc: 0.8589 Epoch 8/10 1792/7200 [======>.......................] - ETA: 0s - loss: 0.3432 - acc: 0.8616Epoch 1/10 5952/7200 [=======================>......] - ETA: 0s - loss: 0.3403 - acc: 0.8600Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8604 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8611 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8611 7200/7200 [==============================] - 2s - loss: 0.4913 - acc: 0.7997 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.4049 - acc: 0.8281 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.5075 - acc: 0.7878 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.4886 - acc: 0.7993 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3761 - acc: 0.8451 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.8285 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8315 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3606 - acc: 0.8521 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3712 - acc: 0.8472 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3706 - acc: 0.8493 Epoch 4/10 2048/7200 [=======>......................] - ETA: 0s - loss: 0.3499 - acc: 0.8643Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3517 - acc: 0.8567 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3516 - acc: 0.8551 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3549 - acc: 0.8560 1472/7200 [=====>........................] - ETA: 0s - loss: 0.3438 - acc: 0.8573Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3455 - acc: 0.8579 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3453 - acc: 0.8567 5696/7200 [======================>.......] - ETA: 0s - loss: 0.3370 - acc: 0.8634Epoch 6/10 1344/7200 [====>.........................] - ETA: 0s - loss: 0.3579 - acc: 0.8400 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8608 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8582 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3414 - acc: 0.8578 3008/7200 [===========>..................] - ETA: 0s - loss: 0.3459 - acc: 0.8597Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8596 Epoch 9/10 5056/7200 [====================>.........] - ETA: 0s - loss: 0.3408 - acc: 0.8592 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8624 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.5087 - acc: 0.7871 1792/7200 [======>.......................] - ETA: 0s - loss: 0.3345 - acc: 0.8677Epoch 2/10 4928/7200 [===================>..........] - ETA: 0s - loss: 0.3373 - acc: 0.8590Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8606 Epoch 9/10 5248/7200 [====================>.........] - ETA: 0s - loss: 0.4157 - acc: 0.8215 2240/7200 [========>.....................] - ETA: 0s - loss: 0.3406 - acc: 0.8607Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.4094 - acc: 0.8276 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8626 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8592 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8625 5696/7200 [======================>.......] - ETA: 0s - loss: 0.3808 - acc: 0.8418Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3758 - acc: 0.8444 4608/7200 [==================>...........] - ETA: 0s - loss: 0.3308 - acc: 0.8670Epoch 4/10 3648/7200 [==============>...............] - ETA: 0s - loss: 0.3277 - acc: 0.8709 7200/7200 [==============================] - 0s - loss: 0.3336 - acc: 0.8629 7200/7200 [==============================] - 0s - loss: 0.3559 - acc: 0.8547 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3503 - acc: 0.8547 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3455 - acc: 0.8583 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3459 - acc: 0.8565 Epoch 8/10 3008/7200 [===========>..................] - ETA: 0s - loss: 0.3559 - acc: 0.8554Epoch 1/10 6464/7200 [=========================>....] - ETA: 0s - loss: 0.3436 - acc: 0.8600Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8596 Epoch 9/10 4352/7200 [=================>............] - ETA: 0s - loss: 0.3451 - acc: 0.8564Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8604 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8594 7200/7200 [==============================] - 2s - loss: 0.5108 - acc: 0.7892 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.5427 - acc: 0.7815 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.5129 - acc: 0.7864 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8296 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.4078 - acc: 0.8300 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3735 - acc: 0.84 7200/7200 [==============================] - 0s - loss: 0.3654 - acc: 0.8506 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8269 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3707 - acc: 0.8474 Epoch 4/10 4800/7200 [===================>..........] - ETA: 0s - loss: 0.3781 - acc: 0.8433Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3517 - acc: 0.8558 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3729 - acc: 0.8469 4544/7200 [=================>............] - ETA: 0s - loss: 0.3560 - acc: 0.8554Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3543 - acc: 0.8564 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3473 - acc: 0.8599 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3558 - acc: 0.8561 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3477 - acc: 0.8579 Epoch 6/10 4480/7200 [=================>............] - ETA: 0s - loss: 0.3501 - acc: 0.8538 7200/7200 [==============================] - 0s - loss: 0.3511 - acc: 0.8564 Epoch 7/10 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8576 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3478 - acc: 0.8585 6 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8611 2 768/7200 [==>...........................] - ETA: 0s - loss: 0.3314 - acc: 0.8633Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8603 Epoch 8/10 3392/7200 [=============>................] - ETA: 0s - loss: 0.3335 - acc: 0.8644 Epoch 8/10 7104/7200 [============================>.] - ETA: 0s - loss: 0.5407 - acc: 0.7851 576/7200 [=>............................] - ETA: 0s - loss: 0.3129 - acc: 0.8559Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.5402 - acc: 0.7846 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8614 2432/7200 [=========>....................] - ETA: 0s - loss: 0.4151 - acc: 0.8224Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8610 Epoch 10/10 3840/7200 [===============>..............] - ETA: 0s - loss: 0.3401 - acc: 0.8602 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8321 Epoch 9/10 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8628 Epoch 10/10 2688/7200 [==========>...................] - ETA: 0s - loss: 0.3213 - acc: 0.8698 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3671 - acc: 0.8519 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8636 7200/7200 [==============================] - 0s - loss: 0.3518 - acc: 0.8568 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8608 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3447 - acc: 0.8572 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8596 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8604 Epoch 8/10 6464/7200 [=========================>....] - ETA: 0s - loss: 0.3365 - acc: 0.8622Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8618 Epoch 9/10 3712/7200 [==============>...............] - ETA: 0s - loss: 0.3355 - acc: 0.8596Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8600 Epoch 10/10 1664/7200 [=====>........................] - ETA: 0s - loss: 0.3134 - acc: 0.8702Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3345 - acc: 0.8628 7200/7200 [==============================] - 2s - loss: 0.5424 - acc: 0.7817 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.5240 - acc: 0.7742 Epoch 2/10 3008/7200 [===========>..................] - ETA: 2s - loss: 0.6300 - acc: 0.7580 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.5385 - acc: 0.7889 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.4146 - acc: 0.8157 Epoch 3/10 2176/7200 [========>.....................] - ETA: 0s - loss: 0.3771 - acc: 0.8442 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.4100 - acc: 0.8258 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3795 - acc: 0.8460 Epoch 4/10 2304/7200 [========>.....................] - ETA: 0s - loss: 0.3885 - acc: 0.8407Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3571 - acc: 0.8531 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3560 - acc: 0.8543 7200/7200 [==============================] - 0s - loss: 0.3749 - acc: 0.8472 Epoch 5/10 Epoch 4/10 3264/7200 [============>.................] - ETA: 0s - loss: 0.3586 - acc: 0.8502 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3477 - acc: 0.8590 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3542 - acc: 0.8550 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3469 - acc: 0.8581 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3479 - acc: 0.8567 4800/7200 [===================>..........] - ETA: 0s - loss: 0.3446 - acc: 0.8585 Epoch 6/10 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3441 - acc: 0.8576 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8615 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8560 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.5188 - acc: 0.7774 6464/7200 [=========================>....] - ETA: 0s - loss: 0.3439 - acc: 0.8606Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8603 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8611 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8607 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.4094 - acc: 0.8153 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8608 2944/7200 [===========>..................] - ETA: 0s - loss: 0.3265 - acc: 0.8624Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8617 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8586 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3721 - acc: 0.8492 768/7200 [==>...........................] - ETA: 0s - loss: 0.3313 - acc: 0.8776Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8610 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8619 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8592 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3511 - acc: 0.8571 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8606 7200/7200 [==============================] - 0s - loss: 0.3447 - acc: 0.8585 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3414 - acc: 0.8589 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8625 Epoch 8/10 6528/7200 [==========================>...] - ETA: 0s - loss: 0.3357 - acc: 0.8595Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8594 Epoch 9/10 1664/7200 [=====>........................] - ETA: 0s - loss: 0.3552 - acc: 0.8558Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8622 Epoch 10/10 4928/7200 [===================>..........] - ETA: 0s - loss: 0.3350 - acc: 0.8630Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3347 - acc: 0.8625 7200/7200 [==============================] - 2s - loss: 0.5200 - acc: 0.7761 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.5463 - acc: 0.7803 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.4085 - acc: 0.8144 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.4070 - acc: 0.8243 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.5140 - acc: 0.7708 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3734 - acc: 0.8485 1472/7200 [=====>........................] - ETA: 0s - loss: 0.4314 - acc: 0.8084Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3695 - acc: 0.8503 1664/7200 [=====>........................] - ETA: 0s - loss: 0.3765 - acc: 0.8552Epoch 4/10 4096/7200 [================>.............] - ETA: 0s - loss: 0.4155 - acc: 0.8157Epoch 1/10 5760/7200 [=======================>......] - ETA: 0s - loss: 0.3471 - acc: 0.8587 Epoch 3/10 6272/7200 [=========================>....] - ETA: 0s - loss: 0.3564 - acc: 0.8557 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3544 - acc: 0.8554 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3590 - acc: 0.8539 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8586 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3497 - acc: 0.8568 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3487 - acc: 0.8557 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8597 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8594 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3441 - acc: 0.8611 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8629 Epoch 8/10 1856/7200 [======>.......................] - ETA: 0s - loss: 0.3269 - acc: 0.8707 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.4916 - acc: 0.7876 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8615 6464/7200 [=========================>....] - ETA: 0s - loss: 0.3358 - acc: 0.8591Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8596 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8601 Epoch 9/10 3456/7200 [=============>................] - ETA: 0s - loss: 0.3384 - acc: 0.8594 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8624 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8635 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8597 Epoch 10/10 3008/7200 [===========>..................] - ETA: 0s - loss: 0.3384 - acc: 0.8604 Epoch 4/10 5056/7200 [====================>.........] - ETA: 0s - loss: 0.3434 - acc: 0.8608 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8628 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8626 7200/7200 [==============================] - 0s - loss: 0.3487 - acc: 0.8575 3904/7200 [===============>..............] - ETA: 0s - loss: 0.3333 - acc: 0.8624Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8614 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8586 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8640 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8624 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3430 - acc: 0. 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8596 Epoch 8/10 6400/7200 [=========================>....] - ETA: 0s - loss: 0.3422 - acc: 0.8620Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8647 Epoch 9/10 832/7200 [==>...........................] - ETA: 0s - loss: 0.3390 - acc: 0.8618Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8631 Epoch 10/10 6336/7200 [=========================>....] - ETA: 0s - loss: 0.3320 - acc: 0.8654Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3344 - acc: 0.8640 7200/7200 [==============================] - 2s - loss: 0.4915 - acc: 0.7956 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.4944 - acc: 0.7858 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8303 Epoch 3/10 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.4958 - acc: 0.7832 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3647 - acc: 0.8496 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3631 - acc: 0.8526 Epoch 4/10 1472/7200 [=====>........................] - ETA: 0s - loss: 0.3752 - acc: 0.8478Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8321 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3531 - acc: 0.8561 7200/7200 [==============================] - 0s - loss: 0.3481 - acc: 0.8581 Epoch 5/10 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3626 - acc: 0.8510 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3478 - acc: 0.8550 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3452 - acc: 0.8576 64/7200 [..............................] - ETA: 0s - loss: 0.3243 - acc: 0.9062Epoch 6/10 5504/7200 [=====================>........] - ETA: 0s - loss: 0.3428 - acc: 0.8599 Epoch 5/10 1472/7200 [=====>........................] - ETA: 0s - loss: 0.3344 - acc: 0.8655 Epoch 7/10 64/7200 [..............................] - ETA: 0s - loss: 0.3021 - acc: 0.8906 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3464 - acc: 0.8590 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8604 Epoch 8/10 3264/7200 [============>.................] - ETA: 2s - loss: 0.5654 - acc: 0.7779 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.4925 - acc: 0.7917 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8600 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8650 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8613 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.4049 - acc: 0.8275 3648/7200 [==============>...............] - ETA: 0s - loss: 0.3406 - acc: 0.8588Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3428 - acc: 0.8578 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3341 - acc: 0.8633 Epoch 10/10 3008/7200 [===========>..................] - ETA: 0s - loss: 0.3430 - acc: 0.8610 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3668 - acc: 0.8522 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8622 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8622 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8615 7200/7200 [==============================] - 0s - loss: 0.3518 - acc: 0.8564 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8614 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3464 - acc: 0.8589 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8639 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8613 64/7200 [..............................] - ETA: 0sEpoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.86 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8617 Epoch 8/10 5952/7200 [=======================>......] - ETA: 0s - loss: 0.3442 - acc: 0.8595Epoch 1/10 64/7200 [..............................] - ETA: 0s - loss: 0.3376 - acc: 0.8622Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8622 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3353 - acc: 0.86 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8614 Epoch 10/10 5696/7200 [======================>.......] - ETA: 0s - loss: 0.3393 - acc: 0.8588Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8608 7200/7200 [==============================] - 2s - loss: 0.4680 - acc: 0.8003 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.4918 - acc: 0.7931 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8299 7200/7200 [==============================] - 0s - loss: 0.4060 - acc: 0.8313 7Epoch 3/10 64/7200 [..............................] - ETA: 0s - loss: 0.4195 - acc: 0.8281Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.4871 - acc: 0.7939 6656/7200 [==========================>...] - ETA: 0s - loss: 0.3636 - acc: 0.8522Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3632 - acc: 0.8519 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3762 - acc: 0.8436 Epoch 4/10 3456/7200 [=============>................] - ETA: 0s - loss: 0.3591 - acc: 0.8504Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8332 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3504 - acc: 0.8554 5696/7200 [======================>.......] - ETA: 0s - loss: 0.3569 - acc: 0.8566Epoch 5/10 1664/7200 [=====>........................] - ETA: 0s - loss: 0.3238 - acc: 0.8714 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3589 - acc: 0.8542 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3458 - acc: 0.8571 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3472 - acc: 0.8586 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3460 - acc: 0.8599 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8589 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8633 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3430 - acc: 0.8593 Epoch 6/10 4096/7200 [================>.............] - ETA: 0s - loss: 0.3339 - acc: 0.8647 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8629 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.4704 - acc: 0.7996 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8614 Epoch 7/10 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3345 - acc: 0.8633 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.4113 - acc: 0.8251 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8629 7104/7200 [============================>.] - ETA: 0s - loss: 0.3368 - acc: 0.8601Epoch 8/10 64/7200 [..............................] - ETA: 0s - loss: 0.3577 - acc: 0.8281 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8619 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3836 - acc: 0.8426 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8640 Epoch 9/10 2624/7200 [=========>....................] - ETA: 0s - loss: 0.3701 - acc: 0.8491 7200/7200 [==============================] - 0s - loss: 0.3308 - acc: 0.8640 7200/7200 [==============================] - 0s - loss: 0.3618 - acc: 0.8546 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8654 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3522 - acc: 0.8592 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8633 7200/7200 [==============================] - 0s - loss: 0.3470 - acc: 0.8565 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8590 5376/7200 [=====================>........] - ETA: 0sEpoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8583 Epoch 9/10 2816/7200 [==========>...................] - ETA: 0s - loss: 0.3581 - acc: 0.85Epoch 1/10 2240/7200 [========>.....................] - ETA: 0s - loss: 0.3518 - acc: 0.8527Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8582 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8597 Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.4886 - acc: 0.7933 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.4668 - acc: 0.7992 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.4129 - acc: 0.8193 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.4055 - acc: 0.8288 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.4705 - acc: 0.8000 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3862 - acc: 0.8326 Epoch 4/10 1472/7200 [=====>........................] - ETA: 0s - loss: 0.4088 - acc: 0.8329Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3769 - acc: 0.8458 1664/7200 [=====>........................] - ETA: 0s - loss: 0.3885 - acc: 0.8287Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3646 - acc: 0.8490 Epoch 5/10 64/7200 [..............................] - ETA: 0s - loss: 0.2590 - acc: 0.8594 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3576 - acc: 0.8535 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3479 - acc: 0.8581 4992/7200 [===================>..........] - ETA: 0s - loss: 0.3500 - acc: 0.8576Epoch 6/10 64/7200 [..............................] - ETA: 0s - loss: 0.3795 - acc: 0.8281Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3474 - acc: 0.8578 Epoch 6/10 6976/7200 [============================>.] - ETA: 0s - loss: 0.3604 - acc: 0.8512 4352/7200 [=================>............] - ETA: 0s - loss: 0.3438 - acc: 0.8608Epoch 7/10 64/7200 [..............................] - ETA: 0s - loss: 0.2815 - acc: 0.9062 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3430 - acc: 0.8603 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3514 - acc: 0.8568 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8608 3904/7200 [===============>..............] - ETA: 1s - loss: 0.5381 - acc: 0.7861Epoch 8/10 2048/7200 [=======>......................] - ETA: 0s - loss: 0.3372 - acc: 0.8608 Epoch 8/10 896/7200 [==>...........................] - ETA: 0s - loss: 0.3353 - acc: 0.8583 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3472 - acc: 0.8576 4736/7200 [==================>...........] - ETA: 0s - loss: 0.3349 - acc: 0.8634Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8629 Epoch 9/10 5248/7200 [====================>.........] - ETA: 0s - loss: 0.4155 - acc: 0.8175 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.4090 - acc: 0.8225 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8644 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3423 - acc: 0.8583 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3353 - acc: 0.8617 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3746 - acc: 0.8454 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8600 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8625 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8638 7200/7200 [==============================] - 0s - loss: 0.3552 - acc: 0.8535 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8575 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8606 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8599 7200/7200 [==============================] - 0s - loss: 0.3420 - acc: 0.8604 Epoch 7/10 64/7200 [..............................] - ETA: 0sss: 0.3372 - acc: 0.8601 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8626 Epoch 9/10 64/800 [=>............................] - ETA: 16ss - loss: 0.3158 - acc: 0.8729Epoch 1/10 5952/7200 [=======================>......] - ETA: 0s - loss: 0.3275 - acc: 0.86Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8631 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3309 - acc: 0.8640 Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.5084 - acc: 0.7754 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.4919 - acc: 0.7922 5760/7200 [=======================>......] - ETA: 0s - loss: 0.4024 - acc: 0.8330Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8363 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.4124 - acc: 0.8204 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3672 - acc: 0.8522 Epoch 4/10 2048/7200 [=======>......................] - ETA: 0s - loss: 0.3427 - acc: 0.8574Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.4917 - acc: 0.7943 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3775 - acc: 0.8454 6592/7200 [==========================>...] - ETA: 0s - loss: 0.3516 - acc: 0.8589Epoch 4/10 704/7200 [=>............................] - ETA: 0s - loss: 0.3631 - acc: 0.8594 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.4128 - acc: 0.8185 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3571 - acc: 0.8528 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3496 - acc: 0.8567 704/7200 [=>............................] - ETA: 0s - loss: 0.3299 - acc: 0.8665Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3797 - acc: 0.8422 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3484 - acc: 0.8583 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3469 - acc: 0.8578 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3575 - acc: 0.8521 7 4352/7200 [=================>............] - ETA: 0s - loss: 0.3442 - acc: 0.8591Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3465 - acc: 0.8579 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3457 - acc: 0.8585 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3481 - acc: 0.8578 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.5057 - acc: 0.7772 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8611 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8610 Epoch 9/10 4288/7200 [================>.............] - ETA: 0s - loss: 0.3440 - acc: 0.8591 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8364 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8601 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8610 2688/7200 [==========>...................] - ETA: 0s - loss: 0.3409 - acc: 0.8653Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8622 6912/7200 [===========================>..] - ETA: 0s - loss: 0.3630 - acc: 0.8521Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3619 - acc: 0.8524 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8599 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8624 2368/7200 [========>.....................] - ETA: 0s - loss: 0.3540 - acc: 0.8509Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3469 - acc: 0.8589 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8587 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8656 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8586 Epoch 6/10 64/7200 [..............................] - ETA: 0s - loss: 0.3674 - acc: 0.8438 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8638 2816/7200 [==========>...................] - ETA: 0sss: 0.3394 - acc: 0.8593 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8607 Epoch 8/10 4608/7200 [==================>...........] - ETA: 0s - loss: 0.3486 - acc: 0.8539Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8608 Epoch 9/10 1344/7200 [====>.........................] - ETA: 0s - loss: 0.3308 - acc: 0.86Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8601 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3330 - acc: 0.8615 Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.4841 - acc: 0.8003 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3885 - acc: 0.8428 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.5076 - acc: 0.7749 Epoch 2/10 64/800 [=>............................] - ETA: 17s 7200/7200 [==============================] - 0s - loss: 0.3551 - acc: 0.8544 5 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8344 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.5304 - acc: 0.7778 Epoch 2/10 5952/7200 [=======================>......] - ETA: 0s - loss: 0.3687 - acc: 0.8498Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3425 - acc: 0.8600 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3662 - acc: 0.8510 768/7200 [==>...........................] - ETA: 0s - loss: 0.3694 - acc: 0.8542Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3894 - acc: 0.8393 5056/7200 [====================>.........] - ETA: 0s - loss: 0.3489 - acc: 0.8578Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8606 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3509 - acc: 0.8581 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3601 - acc: 0.8532 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8614 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3468 - acc: 0.8586 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3482 - acc: 0.8579 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3325 - acc: 0.8625 Epoch 8/10 64/7200 [..............................] - ETA: 195s - loss: 0.7005 - acc: 0.3438 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3452 - acc: 0.8593 Epoch 6/10 5376/7200 [=====================>........] - ETA: 0s - loss: 0.5097 - acc: 0.7853 5888/7200 [=======================>......] - ETA: 0s - loss: 0.3445 - acc: 0.8585Epoch 9/10 6656/7200 [==========================>...] - ETA: 0s - loss: 0.4954 - acc: 0.7882 1472/7200 [=====>........................] - ETA: 0s - loss: 0.3075 - acc: 0.8818Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.4901 - acc: 0.7904 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8594 7200/7200 [==============================] - 0s - loss: 0.3292 - acc: 0.8649 Epoch 7/10 64/7200 [..............................] - ETA: 0s - loss: 0.2918 - acc: 0.9219Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3895 - acc: 0.8385 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8585 2560/7200 [=========>....................] - ETA: 0s - loss: 0.3367 - acc: 0.8637Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8585 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3302 - acc: 0.8642 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8617 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3592 - acc: 0.8543 Epoch 4/10 3904/7200 [===============>..............] - ETA: 0s - loss: 0.3599 - acc: 0.8519 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3487 - acc: 0.8572 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8600 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8635 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8581 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3344 - acc: 0.8650 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8601 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8617 Epoch 8/10 1408/7200 [====>.........................] - ETA: 0s - loss: 0.3409 - acc: 0.8580Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8606 Epoch 9/10 1216/7200 [====>.........................] - ETA: 0s - loss: 0.3356 - acc: 0.86Epoch 1/10 4992/7200 [===================>..........] - ETA: 0sss: 0.3361 - acc: 0.8603 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3341 - acc: 0.8604 Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.4992 - acc: 0.7899 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8325 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.4887 - acc: 0.7901 64/800 [=>............................] - ETA: 17sEpoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3664 - acc: 0.8500 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3887 - acc: 0.8382 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3541 - acc: 0.8538 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.4922 - acc: 0.7874 Epoch 2/10 1408/7200 [====>.........................] - ETA: 0s - loss: 0.4084 - acc: 0.8317Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3586 - acc: 0.8519 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3479 - acc: 0.8558 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8360 3520/7200 [=============>................] - ETA: 0s - loss: 0.3535 - acc: 0.8548Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3475 - acc: 0.8596 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8581 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3665 - acc: 0.8489 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8601 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3426 - acc: 0.8587 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3548 - acc: 0.8553 Epoch 5/10 3584/7200 [=============>................] - ETA: 0s - loss: 0.3546 - acc: 0.8566 Epoch 7/10 2048/7200 [=======>......................] - ETA: 4s - loss: 0.6189 - acc: 0.7661 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3496 - acc: 0.8581 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8626 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.5031 - acc: 0.7910 4480/7200 [=================>............] - ETA: 0s - loss: 0.3451 - acc: 0.8583Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8593 Epoch 10/10 3776/7200 [==============>...............] - ETA: 0s - loss: 0.3473 - acc: 0.8546 2752/7200 [==========>...................] - ETA: 0s - loss: 0.4101 - acc: 0.8227Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3341 - acc: 0.8638 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8329 Epoch 3/10 4736/7200 [==================>...........] - ETA: 0s - loss: 0.3424 - acc: 0.8609 7200/7200 [==============================] - 0s - loss: 0.3452 - acc: 0.8589 4416/7200 [=================>............] - ETA: 0s - loss: 0.3271 - acc: 0.8625Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3314 - acc: 0.8631 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3624 - acc: 0.8507 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8596 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3306 - acc: 0.8621 7200/7200 [==============================] - 0s - loss: 0.3510 - acc: 0.8561 5120/7200 [====================>.........] - ETA: 0s - loss: 0.3382 - acc: 0.8619Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8601 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3458 - acc: 0.8549 4928/7200 [===================>..........] - ETA: 0s - loss: 0.3426 - acc: 0.8582Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8594 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8597 Epoch 7/10 3520/7200 [=============>................] - ETA: 0s - loss: 0.3414 - acc: 0.8656Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8617 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8601 Epoch 9/10 3712/7200 [==============>...............] - ETA: 0s - loss: 0.3330 - acc: 0.86Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8604 Epoch 10/10 4800/7200 [===================>..........] - ETA: 0s - loss: 0.3366 - acc: 0.8602Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3353 - acc: 0.8607 7200/7200 [==============================] - 2s - loss: 0.4999 - acc: 0.7975 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8361 64/7200 [..............................] - ETA: 191s - loss: 0.6981 - acc: 0.4062Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3627 - acc: 0.8539 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.5006 - acc: 0.7915 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3490 - acc: 0.8589 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8337 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.4995 - acc: 0.7914 Epoch 2/10 5888/7200 [=======================>......] - ETA: 0s - loss: 0.3652 - acc: 0.8548 Epoch 6/10 5120/7200 [====================>.........] - ETA: 0s - loss: 0.3946 - acc: 0.8340 Epoch 4/10 1408/7200 [====>.........................] - ETA: 0s - loss: 0.3435 - acc: 0.8544Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8321 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8586 Epoch 7/10 1664/7200 [=====>........................] - ETA: 0s - loss: 0.3440 - acc: 0.8600 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3626 - acc: 0.8532 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8607 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8569 Epoch 6/10 2048/7200 [=======>......................] - ETA: 0s - loss: 0.3426 - acc: 0.8647 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8596 Epoch 9/10 1536/7200 [=====>........................] - ETA: 0s - loss: 0.3333 - acc: 0.8620 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3422 - acc: 0.8590 64/7200 [..............................] - ETA: 201s - loss: 0.6899 - acc: 0.5938Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8610 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8596 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.5032 - acc: 0.7981 Epoch 7/10 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8631 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8610 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8611 Epoch 8/10 3072/7200 [===========>..................] - ETA: 0s - loss: 0.3338 - acc: 0.8584 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3351 - acc: 0.8587 4416/7200 [=================>............] - ETA: 0s - loss: 0.3812 - acc: 0.8419Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3344 - acc: 0.8599 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3703 - acc: 0.8479 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8617 7200/7200 [==============================] - 0s - loss: 0.3330 - acc: 0.8631 Epoch 10/10 1664/7200 [=====>........................] - ETA: 0s - loss: 0.3500 - acc: 0.8564 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3301 - acc: 0.8631 7200/7200 [==============================] - 0s - loss: 0.3491 - acc: 0.8586 Epoch 6/10 4032/7200 [===============>..............] - ETA: 0s - loss: 0.3407 - acc: 0.8586Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8575 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8593 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3414 - acc: 0.8594 Epoch 9/10 4288/7200 [================>.............] - ETA: 0s - loss: 0.3398 - acc: 0.8603Epoch 1/10 832/7200 [==>...........................] - ETA: 13s - loss: 0.7032 - acc: 0.4423 Epoch 10/10 5312/7200 [=====================>........] - ETA: 0s - loss: 0.3431 - acc: 0.8573Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.5677 - acc: 0.7633 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8587 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8264 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3634 - acc: 0.8514 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3499 - acc: 0.8571 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.4943 - acc: 0.7985 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8589 3136/7200 [============>.................] - ETA: 2s - loss: 0.5837 - acc: 0.7698Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8331 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.4957 - acc: 0.7978 Epoch 2/10 3968/7200 [===============>..............] - ETA: 0s - loss: 0.3692 - acc: 0.8506Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3414 - acc: 0.8614 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3640 - acc: 0.8549 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8332 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8617 2944/7200 [===========>..................] - ETA: 0s - loss: 0.3766 - acc: 0.8505Epoch 8/10 1344/7200 [====>.........................] - ETA: 0s - loss: 0.3372 - acc: 0.8534 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3678 - acc: 0.8521 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8597 5824/7200 [=======================>......] - ETA: 0s - loss: 0.3459 - acc: 0.8595Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8606 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3532 - acc: 0.8572 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8615 5632/7200 [======================>.......] - ETA: 0s - loss: 0.3486 - acc: 0.8567Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8606 5056/7200 [====================>.........] - ETA: 0s - loss: 0.3499 - acc: 0.8552Epoch 7/10 2112/7200 [=======>......................] - ETA: 0s - loss: 0.3513 - acc: 0.8542 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.5703 - acc: 0.7635 6912/7200 [===========================>..] - ETA: 0s - loss: 0.3326 - acc: 0.8649Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8644 4608/7200 [==================>...........] - ETA: 0s - loss: 0.3528 - acc: 0.8553 Epoch 8/10 3712/7200 [==============>...............] - ETA: 0s - loss: 0.4156 - acc: 0.8227 Epoch 7/10 6016/7200 [========================>.....] - ETA: 0s - loss: 0.3434 - acc: 0.8580 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8606 Epoch 9/10 2112/7200 [=======>......................] - ETA: 0s - loss: 0.3302 - acc: 0.8655 3392/7200 [=============>................] - ETA: 0s - loss: 0.3639 - acc: 0.8555Epoch 8/10 3584/7200 [=============>................] - ETA: 0s - loss: 0.3549 - acc: 0.8516 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8647 1280/7200 [====>.........................] - ETA: 0s - loss: 0.3560 - acc: 0.8539Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8583 3392/7200 [=============>................] - ETA: 0s - loss: 0.3479 - acc: 0.8526Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3452 - acc: 0.8586 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8629 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8626 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8607 Epoch 6/10 6016/7200 [========================>.....] - ETA: 0s - loss: 0.3397 - acc: 0.8570Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8586 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8618 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8640 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3315 - acc: 0.8644 Epoch 9/10 64/7200 [..............................] - ETA: 202s - loss: 0.6888 - acc: 0.6250 Epoch 10/10 832/7200 [==>...........................] - ETA: 0s - loss: 0.3353 - acc: 0.8594Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.4902 - acc: 0.7994 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3283 - acc: 0.8633 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8386 Epoch 3/10 64/7200 [..............................] - ETA: 0s - loss: 0.4005 - acc: 0.8438Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3629 - acc: 0.8536 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3536 - acc: 0.8565 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3481 - acc: 0.8583 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.5735 - acc: 0.7621 1728/7200 [======>.......................] - ETA: 0s - loss: 0.3475 - acc: 0.8542Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3454 - acc: 0.8574 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.8288 Epoch 3/10 1536/7200 [=====>........................] - ETA: 0s - loss: 0.3438 - acc: 0.8568Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.5733 - acc: 0.7610 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8579 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3644 - acc: 0.8524 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.4059 - acc: 0.8272 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8590 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3495 - acc: 0.8582 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3653 - acc: 0.8499 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8613 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8589 832/7200 [==>...........................] - ETA: 0s - loss: 0.3535 - acc: 0.8558Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3504 - acc: 0.8594 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8611 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8614 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3425 - acc: 0.8564 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.4871 - acc: 0.8021 3392/7200 [=============>................] - ETA: 0s - loss: 0.3265 - acc: 0.8697Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8638 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3906 - acc: 0.8421 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8594 Epoch 3/10 3648/7200 [==============>...............] - ETA: 0s - loss: 0.3393 - acc: 0.8596Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8614 3136/7200 [============>.................] - ETA: 0s - loss: 0.3340 - acc: 0.8645Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3597 - acc: 0.8549 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8618 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8643 3968/7200 [===============>..............] - ETA: 0s - loss: 0.3407 - acc: 0.8616Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3479 - acc: 0.8581 3776/7200 [==============>...............] - ETA: 0s - loss: 0.3346 - acc: 0.8623Epoch 5/10 64/7200 [..............................] - ETA: 0s - loss: 0.2016 - acc: 0.9375 Epoch 9/10 3648/7200 [==============>...............] - ETA: 0s - loss: 0.3385 - acc: 0.8580 6144/7200 [========================>.....] - ETA: 0s - loss: 0.3346 - acc: 0.8657Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3426 - acc: 0.8592 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3343 - acc: 0.8646 704/7200 [=>............................] - ETA: 0s - loss: 0.3532 - acc: 0.8523Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8576 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8593 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8614 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8597 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8639 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.4763 - acc: 0.8031 Epoch 2/10 2112/7200 [=======>......................] - ETA: 0s - loss: 0.3397 - acc: 0.8594Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8356 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3602 - acc: 0.8532 Epoch 4/10 832/7200 [==>...........................] - ETA: 0s - loss: 0.3590 - acc: 0.8486Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3459 - acc: 0.8578 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8607 768/7200 [==>...........................] - ETA: 15s - loss: 0.6520 - acc: 0.7786 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.4890 - acc: 0.8000 Epoch 2/10 768/7200 [==>...........................] - ETA: 0s - loss: 0.4015 - acc: 0.8307 Epoch 7/10 64/7200 [..............................] - ETA: 208s - loss: 0.7030 - acc: 0.4062Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8381 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8618 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.4645 - acc: 0.8000 5184/7200 [====================>.........] - ETA: 0s - loss: 0.3317 - acc: 0.8632Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3634 - acc: 0.8544 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8647 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3777 - acc: 0.8442 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3295 - acc: 0.8650 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3512 - acc: 0.8560 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3541 - acc: 0.8581 5376/7200 [=====================>........] - ETA: 0s - loss: 0.3464 - acc: 0.8560Epoch 4/10 6848/7200 [===========================>..] - ETA: 0s - loss: 0.3480 - acc: 0.8563 7200/7200 [==============================] - 0s - loss: 0.3478 - acc: 0.8569 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3472 - acc: 0.8583 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8582 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.4724 - acc: 0.8049 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3428 - acc: 0.8581 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8617 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3911 - acc: 0.8401 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8596 6976/7200 [============================>.] - ETA: 0s - loss: 0.3423 - acc: 0.8577Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8587 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3579 - acc: 0.8550 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8617 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8606 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3467 - acc: 0.8599 2240/7200 [========>.....................] - ETA: 0s - loss: 0.3358 - acc: 0.8665Epoch 5/10 4160/7200 [================>.............] - ETA: 0s - loss: 0.3474 - acc: 0.8584 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8617 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8583 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8636 4608/7200 [==================>...........] - ETA: 0s - loss: 0.3342 - acc: 0.8657Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8642 Epoch 7/10 6656/7200 [==========================>...] - ETA: 0s - loss: 0.3352 - acc: 0.8615Epoch 1/10 4544/7200 [=================>............] - ETA: 0s - loss: 0.3332 - acc: 0.8629 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8629 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3333 - acc: 0.8626 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8646 Epoch 10/10 2432/7200 [=========>....................] - ETA: 0s - loss: 0.3314 - acc: 0.8573Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3290 - acc: 0.8642 5 7200/7200 [==============================] - 2s - loss: 0.4822 - acc: 0.7935 Epoch 2/10 3776/7200 [==============>...............] - ETA: 0s - loss: 0.3991 - acc: 0.8334Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3862 - acc: 0.8378 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3578 - acc: 0.8525 3 Epoch 4/10 6912/7200 [===========================>..] - ETA: 0s - loss: 0.4718 - acc: 0.8037 Epoch 5/10 4288/7200 [================>.............] - ETA: 0sss: 0.4694 - acc: 0.8047 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3445 - acc: 0.8587 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3881 - acc: 0.8389 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8593 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.4757 - acc: 0.8025 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3542 - acc: 0.8567 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8629 6400/7200 [=========================>....] - ETA: 0s - loss: 0.3410 - acc: 0.8619Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8374 Epoch 3/10 768/7200 [==>...........................] - ETA: 0s - loss: 0.3254 - acc: 0.8646 Epoch 5/10 5440/7200 [=====================>........] - ETA: 0s - loss: 0.3329 - acc: 0.8605Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8619 6656/7200 [==========================>...] - ETA: 0s - loss: 0.3581 - acc: 0.8558Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3602 - acc: 0.8539 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8585 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3343 - acc: 0.8614 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3496 - acc: 0.8572 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8628 Epoch 5/10 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3320 - acc: 0.8631 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8597 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8651 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8600 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3290 - acc: 0.8664 8 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.4808 - acc: 0.7919 Epoch 2/10 64/7200 [..............................] - ETA: 0s - loss: 0.4798 - acc: 0.7500 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3293 - acc: 0.8647 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3836 - acc: 0.8411 7040/7200 [============================>.] - ETA: 0s - loss: 0.3360 - acc: 0.8652Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8654 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3259 - acc: 0.8653 7200/7200 [==============================] - 0s - loss: 0.3543 - acc: 0.8551 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8621 Epoch 10/10 Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3445 - acc: 0.8583 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3336 - acc: 0.8632 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8594 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8615 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8617 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.4729 - acc: 0.8050 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8615 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3850 - acc: 0.8410 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3309 - acc: 0.8643 Epoch 10/10 4672/7200 [==================>...........] - ETA: 0s - loss: 0.3491 - acc: 0.8551Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3559 - acc: 0.8544 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3307 - acc: 0.8643 7200/7200 [==============================] - 0s - loss: 0.3463 - acc: 0.8575 Epoch 5/10 2752/7200 [==========>...................] - ETA: 0s - loss: 0.3543 - acc: 0.8517Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8597 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8593 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8632 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.4779 - acc: 0.7937 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3347 - acc: 0.8626 Epoch 9/10 1408/7200 [====>.........................] - ETA: 8s - loss: 0.6233 - acc: 0.7408 Epoch 3/10 2432/7200 [=========>....................] - ETA: 0s - loss: 0.3440 - acc: 0.8565Epoch 1/10 5184/7200 [====================>.........] - ETA: 0s - loss: 0.3525 - acc: 0.8569 Epoch 10/10 5760/7200 [=======================>......] - ETA: 0s - loss: 0.3513 - acc: 0.8576 Epoch 2/10 2048/7200 [=======>......................] - ETA: 0s - loss: 0.3329 - acc: 0.8657 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3308 - acc: 0.8651 Epoch 3/10 5184/7200 [====================>.........] - ETA: 0s - loss: 0.3475 - acc: 0.8549 7200/7200 [==============================] - 0s - loss: 0.3423 - acc: 0.8581 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3490 - acc: 0.8593 4352/7200 [=================>............] - ETA: 0s - loss: 0.3486 - acc: 0.8552Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8615 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8585 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8607 Epoch 7/10 4032/7200 [===============>..............] - ETA: 0s - loss: 0.3309 - acc: 0.8599 7200/7200 [==============================] - 2s - loss: 0.4741 - acc: 0.8036 Epoch 6/10 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3326 - acc: 0.8619 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3860 - acc: 0.8431 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3326 - acc: 0.8640 Epoch 7/10 5504/7200 [=====================>........] - ETA: 0s - loss: 0.3341 - acc: 0.8625Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8644 Epoch 9/10 6080/7200 [========================>.....] - ETA: 0s - loss: 0.3317 - acc: 0.8623 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3304 - acc: 0.8633 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3278 - acc: 0.8660 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3494 - acc: 0.8576 Epoch 5/10 4352/7200 [=================>............] - ETA: 0s - loss: 0.3304 - acc: 0.8626 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3272 - acc: 0.8654 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8579 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3262 - acc: 0.8660 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8596 3 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3253 - acc: 0.8675 7200/7200 [==============================] - 2s - loss: 0.4795 - acc: 0.7896 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8617 768/7200 [==>...........................] - ETA: 0s - loss: 0.4247 - acc: 0.8177Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8383 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8632 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3528 - acc: 0.85 7200/7200 [==============================] - 0s - loss: 0.3550 - acc: 0.8539 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8622 Epoch 10/10 4096/7200 [================>.............] - ETA: 0s - loss: 0.3531 - acc: 0.8564Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3461 - acc: 0.8587 5568/7200 [======================>.......] - ETA: 0s - loss: 0.3378 - acc: 0.8614Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3332 - acc: 0.8618 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8592 Epoch 6/10 64/7200 [..............................] - ETA: 0s - loss: 0.3445 - acc: 0.8906Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8610 Epoch 7/10 64/800 [=>............................] - ETA: 17soss: 0.3374 - acc: 0.8617 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3351 - acc: 0.8635 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.4728 - acc: 0.8014 Epoch 2/10 5312/7200 [=====================>........] - ETA: 0s - loss: 0.3322 - acc: 0.8646Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3873 - acc: 0.8418 Epoch 10/10 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.4755 - acc: 0.8015 4480/7200 [=================>............] - ETA: 0s - loss: 0.3318 - acc: 0.8612Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8611 7200/7200 [==============================] - 0s - loss: 0.3551 - acc: 0.8553 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8386 3072/7200 [===========>..................] - ETA: 0s - loss: 0.3535 - acc: 0.8551Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3464 - acc: 0.8590 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3604 - acc: 0.8521 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8601 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3510 - acc: 0.8543 Epoch 5/10 6720/7200 [===========================>..] - ETA: 0s - loss: 0.4812 - acc: 0.7929 Epoch 7/10 4288/7200 [================>.............] - ETA: 0s - loss: 0.3443 - acc: 0.8566 Epoch 2/10 2880/7200 [===========>..................] - ETA: 0s - loss: 0.3935 - acc: 0.8361 7200/7200 [==============================] - 0s - loss: 0.3471 - acc: 0.8593 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3811 - acc: 0.8418 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8632 Epoch 8/10 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8572 Epoch 7/10 3328/7200 [============>.................] - ETA: 0s - loss: 0.3395 - acc: 0.8618Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3343 - acc: 0.8644 7200/7200 [==============================] - 0s - loss: 0.3485 - acc: 0.8558 Epoch 9/10 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8603 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3315 - acc: 0.8628 2176/7200 [========>.....................] - ETA: 0s - loss: 0.3504 - acc: 0.8502Epoch 10/10 768/7200 [==>...........................] - ETA: 0s - loss: 0.3294 - acc: 0.8672 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8592 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8686 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8600 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8608 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8636 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8639 7200/7200 [==============================] - 2s - loss: 0.4800 - acc: 0.7957 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8601 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8356 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3305 - acc: 0.8636 5120/7200 [====================>.........] - ETA: 0sEpoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3631 - acc: 0.8501 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3303 - acc: 0.8649 Epoch 10/10 1920/7200 [=======>......................] - ETA: 0s - loss: 0.3448 - acc: 0.8552Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3507 - acc: 0.8544 6784/7200 [===========================>..] - ETA: 0sEpoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3273 - acc: 0.8643 7200/7200 [==============================] - 0s - loss: 0.3461 - acc: 0.8571 Epoch 6/10 2880/7200 [===========>..................] - ETA: 0s - loss: 0.3528 - acc: 0.8552Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3428 - acc: 0.8599 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8597 5 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8569 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.4784 - acc: 0.7918 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8621 Epoch 10/10 1408/7200 [====>.........................] - ETA: 8s - loss: 0.6208 - acc: 0.7337 Epoch 3/10 64/7200 [..............................] - ETA: 0s - loss: 0.2793 - acc: 0.8906Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.4766 - acc: 0.7949 Epoch 2/10 640/7200 [=>............................] - ETA: 0s - loss: 0.3989 - acc: 0.8328 7200/7200 [==============================] - 0s - loss: 0.3527 - acc: 0.8553 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3817 - acc: 0.8429 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8599 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3518 - acc: 0.8556 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3428 - acc: 0.8564 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8567 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8592 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.4752 - acc: 0.7996 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8582 3200/7200 [============>.................] - ETA: 0s - loss: 0.4146 - acc: 0.8272Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8592 4224/7200 [================>.............] - ETA: 0s - loss: 0.4094 - acc: 0.8305Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8365 Epoch 3/10 7040/7200 [============================>.] - ETA: 0s - loss: 0.3395 - acc: 0.8591Epoch 1/10 6528/7200 [==========================>...] - ETA: 0s - loss: 0.3318 - acc: 0.8621 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8601 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3589 - acc: 0.8540 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3353 - acc: 0.8615 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8624 4416/7200 [=================>............] - ETA: 0s - loss: 0.3465 - acc: 0.8591Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3477 - acc: 0.8593 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8618 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8617 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8578 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8601 3648/7200 [==============>...............] - ETA: 0s - loss: 0.3467 - acc: 0.8583Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8628 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8638 7200/7200 [==============================] - 2s - loss: 0.4743 - acc: 0.7975 Epoch 2/10 3520/7200 [=============>................] - ETA: 0s - loss: 0.4054 - acc: 0.8321 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3869 - acc: 0.8401 Epoch 3/10 3392/7200 [=============>................] - ETA: 0s - loss: 0.3646 - acc: 0.8508 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3532 - acc: 0.8571 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3343 - acc: 0.8626 Epoch 10/10 5824/7200 [=======================>......] - ETA: 0s - loss: 0.3393 - acc: 0.8580Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8568 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3306 - acc: 0.8615 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8611 Epoch 6/10 3008/7200 [===========>..................] - ETA: 0s - loss: 0.3359 - acc: 0.8587Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8600 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3308 - acc: 0.8643 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3288 - acc: 0.8644 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.4783 - acc: 0.7982 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3271 - acc: 0.8661 5760/7200 [=======================>......] - ETA: 0s - loss: 0.4005 - acc: 0.83492Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8346 Epoch 3/10 1984/7200 [=======>......................] - ETA: 0s - loss: 0.3150 - acc: 0.8700Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3239 - acc: 0.8638 7200/7200 [==============================] - 0s - loss: 0.3610 - acc: 0.8522 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3513 - acc: 0.8557 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3459 - acc: 0.8564 Epoch 6/10 7200/7200 [==============================] - 4s - loss: 0.4552 - acc: 0.8039 3008/7200 [===========>..................] - ETA: 0s - loss: 0.3555 - acc: 0.8497Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8594 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8586 Epoch 8/10 4496/7200 [=================>............] - ETA: 0s - loss: 0.3867 - acc: 0.8372Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8604 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8618 7088/7200 [============================>.] - ETA: 0s - loss: 0.3826 - acc: 0.8383Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3832 - acc: 0.8379 Epoch 3/10 7200/7200 [==============================] - 3s - loss: 0.4730 - acc: 0.7951 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3346 - acc: 0.8604 7200/7200 [==============================] - 1s - loss: 0.3849 - acc: 0.8403 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3666 - acc: 0.8468 16/7200 [..............................] - ETA: 2s - loss: 0.1981 - acc: 1.0000Epoch 4/10 7200/7200 [==============================] - 3s - loss: 0.4725 - acc: 0.7981 4128/7200 [================>.............] - ETA: 0s - loss: 0.3702 - acc: 0.8498Epoch 2/10 192/7200 [..............................] - ETA: 2s - loss: 0.4016 - acc: 0.8438Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3650 - acc: 0.8472 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3672 - acc: 0.8525 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3870 - acc: 0.8400 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3590 - acc: 0.8489 2560/7200 [=========>....................] - ETA: 4s - loss: 0.5487 - acc: 0.7777Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3609 - acc: 0.8493 Epoch 5/10 7200/7200 [==============================] - 3s - loss: 0.4707 - acc: 0.7967 Epoch 2/10 4896/7200 [===================>..........] - ETA: 0s - loss: 0.3504 - acc: 0.8580 Epoch 4/10 2752/7200 [==========>...................] - ETA: 1s - loss: 0.3925 - acc: 0.8387 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3557 - acc: 0.8561 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3855 - acc: 0.8400 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3594 - acc: 0.8518 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3554 - acc: 0.8556 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3570 - acc: 0.8550 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3671 - acc: 0.8506 Epoch 4/10 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3513 - acc: 0.8567 1728/7200 [======>.......................] - ETA: 1s - loss: 0.3464 - acc: 0.8576Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3505 - acc: 0.8574 2752/7200 [==========>...................] - ETA: 1s - loss: 0.3437 - acc: 0.8586Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3541 - acc: 0.8560 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3592 - acc: 0.8478 4720/7200 [==================>...........] - ETA: 0s - loss: 0.3515 - acc: 0.8600Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3546 - acc: 0.8560 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3548 - acc: 0.8564 2928/7200 [===========>..................] - ETA: 1s - loss: 0.3672 - acc: 0.8446Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3523 - acc: 0.8547 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3559 - acc: 0.8532 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3518 - acc: 0.8529 7200/7200 [==============================] - 2s - loss: 0.3498 - acc: 0.8588 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3528 - acc: 0.8565 3632/7200 [==============>...............] - ETA: 0s - loss: 0.3447 - acc: 0.8626Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3553 - acc: 0.8538 4944/7200 [===================>..........] - ETA: 0s - loss: 0.3517 - acc: 0.8578Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3497 - acc: 0.8551 6592/7200 [==========================>...] - ETA: 0s - loss: 0.3506 - acc: 0.8565 7200/7200 [==============================] - 1s - loss: 0.3509 - acc: 0.8556 Epoch 10/10 7152/7200 [============================>.] - ETA: 0s - loss: 0.3522 - acc: 0.8549Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3531 - acc: 0.8546 2144/7200 [=======>......................] - ETA: 1s - loss: 0.3443 - acc: 0.8647Epoch 8/10 4784/7200 [==================>...........] - ETA: 0s - loss: 0.3503 - acc: 0.8549 7200/7200 [==============================] - 2s - loss: 0.3536 - acc: 0.8543 Epoch 9/10 1232/7200 [====>.........................] - ETA: 10s - loss: 0.6284 - acc: 0.7435Epoch 1/10 7200/7200 [==============================] - 3s - loss: 0.4758 - acc: 0.7936 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3476 - acc: 0.8585 Epoch 10/10 4448/7200 [=================>............] - ETA: 0s - loss: 0.3972 - acc: 0.8309Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3918 - acc: 0.8351 5840/7200 [=======================>......] - ETA: 0s - loss: 0.3542 - acc: 0.8522Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3497 - acc: 0.8544 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3725 - acc: 0.8500 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3846 - acc: 0.8450 1952/7200 [=======>......................] - ETA: 0sEpoch 3/10 7200/7200 [==============================] - 4s - loss: 0.4542 - acc: 0.8031 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3658 - acc: 0.8481 Epoch 1/10 Epoch 5/10 2000/7200 [=======>......................] - ETA: 1s - loss: 0.3616 - acc: 0.8470 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.4117 - acc: 0.8244 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3586 - acc: 0.8531 Epoch 6/10 4752/7200 [==================>...........] - ETA: 0s - loss: 0.4005 - acc: 0.8285 2368/7200 [========>.....................] - ETA: 5s - loss: 0.5606 - acc: 0.7660Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3908 - acc: 0.8358 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3593 - acc: 0.8526 Epoch 7/10 2384/7200 [========>.....................] - ETA: 1s - loss: 0.3591 - acc: 0.8532 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3587 - acc: 0.8528 2192/7200 [========>.....................] - ETA: 1s - loss: 0.3835 - acc: 0.8449Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3777 - acc: 0.8450 2704/7200 [==========>...................] - ETA: 1s - loss: 0.3464 - acc: 0.8598Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3570 - acc: 0.8531 6448/7200 [=========================>....] - ETA: 0s - loss: 0.3795 - acc: 0.8460Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3800 - acc: 0.8454 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3526 - acc: 0.8576 4480/7200 [=================>............] - ETA: 0s - loss: 0.3715 - acc: 0.8478Epoch 7/10 4032/7200 [===============>..............] - ETA: 0s - loss: 0.3600 - acc: 0.8537 Epoch 6/10 6272/7200 [=========================>....] - ETA: 0s - loss: 0.3597 - acc: 0.8538 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3621 - acc: 0.8517 3120/7200 [============>.................] - ETA: 1s - loss: 0.3676 - acc: 0.8452Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3519 - acc: 0.8549 Epoch 8/10 4848/7200 [===================>..........] - ETA: 0s - loss: 0.3454 - acc: 0.8585 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3505 - acc: 0.8568 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3564 - acc: 0.8526 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3504 - acc: 0.8583 5104/7200 [====================>.........] - ETA: 0s - loss: 0.3726 - acc: 0.8460Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3640 - acc: 0.8508 3200/7200 [============>.................] - ETA: 1s - loss: 0.3524 - acc: 0.8556Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3538 - acc: 0.8554 4096/7200 [================>.............] - ETA: 0s - loss: 0.3627 - acc: 0.8547 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3501 - acc: 0.8567 5152/7200 [====================>.........] - ETA: 0s - loss: 0.3608 - acc: 0.8558Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3613 - acc: 0.8526 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3512 - acc: 0.8562 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3497 - acc: 0.8574 7200/7200 [==============================] - 1s - loss: 0.3589 - acc: 0.8471 Epoch 10/10 2288/7200 [========>.....................] - ETA: 1s - loss: 0.3578 - acc: 0.8527Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3505 - acc: 0.8529 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3577 - acc: 0.8540 6928/7200 [===========================>..] - ETA: 0s - loss: 0.3507 - acc: 0.8572Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3505 - acc: 0.8567 Epoch 9/10 7200/7200 [==============================] - 4s - loss: 0.4674 - acc: 0.7985 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3485 - acc: 0.8572 7 Epoch 10/10 192/7200 [..............................] - ETA: 75s - loss: 0.6426 - acc: 0.7865 Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3781 - acc: 0.8471 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3478 - acc: 0.8585 7200/7200 [==============================] - 4s - loss: 0.4574 - acc: 0.7999 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3595 - acc: 0.8492 Epoch 4/10 7200/7200 [==============================] - 3s - loss: 0.4697 - acc: 0.7979 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.4139 - acc: 0.8219 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3521 - acc: 0.8529 Epoch 5/10 1152/7200 [===>..........................] - ETA: 1s - loss: 0.3552 - acc: 0.8464Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3925 - acc: 0.8410 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3924 - acc: 0.8343 3312/7200 [============>.................] - ETA: 1s - loss: 0.3441 - acc: 0.8554Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3488 - acc: 0.8564 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3710 - acc: 0.8489 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3788 - acc: 0.8447 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3482 - acc: 0.8574 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3602 - acc: 0.8526 Epoch 5/10 4384/7200 [=================>............] - ETA: 0s - loss: 0.3713 - acc: 0.8467 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3712 - acc: 0.8483 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3497 - acc: 0.8536 5872/7200 [=======================>......] - ETA: 0s - loss: 0.3580 - acc: 0.8571Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3611 - acc: 0.8546 Epoch 6/10 1760/7200 [======>.......................] - ETA: 1s - loss: 0.3486 - acc: 0.8619 Epoch 3/10 4256/7200 [================>.............] - ETA: 0s - loss: 0.3517 - acc: 0.8602 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3450 - acc: 0.8611 3232/7200 [============>.................] - ETA: 1s - loss: 0.3703 - acc: 0.8484Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3555 - acc: 0.8549 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3949 - acc: 0.8360 5504/7200 [=====================>........] - ETA: 0s - loss: 0.3719 - acc: 0.8463Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3652 - acc: 0.8492 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3452 - acc: 0.8610 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3549 - acc: 0.8565 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3780 - acc: 0.8458 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3643 - acc: 0.8499 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3571 - acc: 0.8543 3568/7200 [=============>................] - ETA: 1s - loss: 0.3642 - acc: 0.8470Epoch 9/10 5520/7200 [======================>.......] - ETA: 0s - loss: 0.3740 - acc: 0.8493 7200/7200 [==============================] - 2s - loss: 0.3719 - acc: 0.8478 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3614 - acc: 0.8472 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3527 - acc: 0.8529 Epoch 10/10 4144/7200 [================>.............] - ETA: 0sss: 0.3614 - acc: 0.8521 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3583 - acc: 0.8511 3616/7200 [==============>...............] - ETA: 1s - loss: 0.3538 - acc: 0.8562Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3523 - acc: 0.8564 7200/7200 [==============================] - 2s - loss: 0.3609 - acc: 0.8500 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3540 - acc: 0.8554 Epoch 9/10 512/7200 [=>............................] - ETA: 2s - loss: 0.2943 - acc: 0.8789Epoch 1/10 2096/7200 [=======>......................] - ETA: 1s - loss: 0.3241 - acc: 0.8635Epoch 1/10 7200/7200 [==============================] - 3s - loss: 0.4572 - acc: 0.8026 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3518 - acc: 0.8519 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.4131 - acc: 0.8203 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3544 - acc: 0.8576 7200/7200 [==============================] - 3s - loss: 0.4656 - acc: 0.7996 Epoch 2/10 7200/7200 [==============================] - 4s - loss: 0.4645 - acc: 0.8032 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3945 - acc: 0.8321 928/7200 [==>...........................] - ETA: 1s - loss: 0.4038 - acc: 0.8373Epoch 4/10 800/800 [==============================] - 1s 1s - loss: 0.3806 - acc: 0.84 7200/7200 [==============================] - 2s - loss: 0.3843 - acc: 0.8439 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3919 - acc: 0.8365 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3802 - acc: 0.8440 Epoch 5/10 3184/7200 [============>.................] - ETA: 1s - loss: 0.3870 - acc: 0.8445Epoch 1/10 6432/7200 [=========================>....] - ETA: 0s - loss: 0.3687 - acc: 0.8459 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3695 - acc: 0.8471 Epoch 4/10 1488/7200 [=====>........................] - ETA: 1s - loss: 0.3603 - acc: 0.8535 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3603 - acc: 0.8524 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3623 - acc: 0.8528 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3657 - acc: 0.8474 3936/7200 [===============>..............] - ETA: 2s - loss: 0.5152 - acc: 0.7807Epoch 7/10 7200/7200 [==============================] - 4s - loss: 0.4690 - acc: 0.8003 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3556 - acc: 0.8561 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3607 - acc: 0.8543 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3672 - acc: 0.8454 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3881 - acc: 0.8431 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3568 - acc: 0.8543 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3515 - acc: 0.8569 6304/7200 [=========================>....] - ETA: 0s - loss: 0.3611 - acc: 0.8523Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3589 - acc: 0.8540 1504/7200 [=====>........................] - ETA: 1s - loss: 0.3575 - acc: 0.8577Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3701 - acc: 0.8488 Epoch 4/10 5472/7200 [=====================>........] - ETA: 0s - loss: 0.3578 - acc: 0.8489 Epoch 8/10 3120/7200 [============>.................] - ETA: 1s - loss: 0.3759 - acc: 0.8439 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3550 - acc: 0.8519 3840/7200 [===============>..............] - ETA: 1s - loss: 0.3657 - acc: 0.8495Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3647 - acc: 0.8515 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3508 - acc: 0.8569 5344/7200 [=====================>........] - ETA: 0s - loss: 0.3574 - acc: 0.8535Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3527 - acc: 0.8562 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3597 - acc: 0.8536 5616/7200 [======================>.......] - ETA: 0s - loss: 0.3561 - acc: 0.8586 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3528 - acc: 0.8594 1408/7200 [====>.........................] - ETA: 1s - loss: 0.3349 - acc: 0.8629Epoch 10/10 3376/7200 [=============>................] - ETA: 1s - loss: 0.3571 - acc: 0.8528 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3532 - acc: 0.8546 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3505 - acc: 0.8574 6112/7200 [========================>.....] - ETA: 0s - loss: 0.3486 - acc: 0.8596Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3485 - acc: 0.8586 7200/7200 [==============================] - 2s - loss: 0.3536 - acc: 0.8590 Epoch 8/10 7008/7200 [============================>.] - ETA: 0s - loss: 0.3549 - acc: 0.8557Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3539 - acc: 0.8569 Epoch 9/10 6336/7200 [=========================>....] - ETA: 0s - loss: 0.4795 - acc: 0.7966Epoch 1/10 7200/7200 [==============================] - 4s - loss: 0.4715 - acc: 0.7996 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3510 - acc: 0.8582 2 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3922 - acc: 0.8406 Epoch 3/10 7200/7200 [==============================] - 3s - loss: 0.4718 - acc: 0.7971 6736/7200 [===========================>..] - ETA: 0s - loss: 0.3465 - acc: 0.8606Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3493 - acc: 0.8590 7200/7200 [==============================] - 4s - loss: 0.4594 - acc: 0.8076 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3697 - acc: 0.8461 Epoch 4/10 4992/7200 [===================>..........] - ETA: 0s - loss: 0.3945 - acc: 0.8349 Epoch 3/10 3712/7200 [==============>...............] - ETA: 0sss: 0.3823 - acc: 0.8390 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3639 - acc: 0.8506 Epoch 5/10 4576/7200 [==================>...........] - ETA: 0s - loss: 0.3640 - acc: 0.8503Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3620 - acc: 0.8532 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3610 - acc: 0.8525 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3574 - acc: 0.8519 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3576 - acc: 0.8518 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3568 - acc: 0.8522 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3554 - acc: 0.8551 4864/7200 [===================>..........] - ETA: 0s - loss: 0.3531 - acc: 0.8544Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3542 - acc: 0.8542 Epoch 6/10 7200/7200 [==============================] - 4s - loss: 0.4607 - acc: 0.8054 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3539 - acc: 0.8538 6176/7200 [========================>.....] - ETA: 0s - loss: 0.3559 - acc: 0.8557Epoch 6/10 4288/7200 [================>.............] - ETA: 0s - loss: 0.4005 - acc: 0.8363 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3517 - acc: 0.8546 2432/7200 [=========>....................] - ETA: 1s - loss: 0.3670 - acc: 0.8503Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3881 - acc: 0.8421 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3504 - acc: 0.8562 Epoch 7/10 4896/7200 [===================>..........] - ETA: 0s - loss: 0.3679 - acc: 0.8497 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3512 - acc: 0.8569 6784/7200 [===========================>..] - ETA: 0s - loss: 0.3695 - acc: 0.8482Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3690 - acc: 0.8493 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3497 - acc: 0.8575 Epoch 8/10 5232/7200 [====================>.........] - ETA: 0s - loss: 0.3473 - acc: 0.8540 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3500 - acc: 0.8546 7200/7200 [==============================] - 1s - loss: 0.3611 - acc: 0.8508 Epoch 9/10 16/7200 [..............................] - ETA: 1s - loss: 0.1215 - acc: 1.0000Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3446 - acc: 0.8560 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3500 - acc: 0.8588 7200/7200 [==============================] - 1s - loss: 0.3474 - acc: 0.8576 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3614 - acc: 0.8528 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3465 - acc: 0.8594 1296/7200 [====>.........................] - ETA: 0sEpoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3498 - acc: 0.8556 7200/7200 [==============================] - 2s - loss: 0.3554 - acc: 0.8564 Epoch 7/10 5792/7200 [=======================>......] - ETA: 0s - loss: 0.3415 - acc: 0.8591Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3445 - acc: 0.8569 7200/7200 [==============================] - 2s - loss: 0.3542 - acc: 0.8575 Epoch 8/10 4816/7200 [===================>..........] - ETA: 0s - loss: 0.3543 - acc: 0.8524Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3501 - acc: 0.8533 Epoch 9/10 7200/7200 [==============================] - 4s - loss: 0.4516 - acc: 0.8093 Epoch 2/10 3376/7200 [=============>................] - ETA: 1s - loss: 0.3561 - acc: 0.8578Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3505 - acc: 0.8606 4224/7200 [================>.............] - ETA: 0s - loss: 0.3745 - acc: 0.8499Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3737 - acc: 0.8476 Epoch 3/10 1280/7200 [====>.........................] - ETA: 11s - loss: 0.5852 - acc: 0.7688 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3511 - acc: 0.8557 7200/7200 [==============================] - 2s - loss: 0.3594 - acc: 0.8519 Epoch 4/10 7200/7200 [==============================] - 4s - loss: 0.4562 - acc: 0.8029 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3751 - acc: 0.8489 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3556 - acc: 0.8539 6736/7200 [===========================>..] - ETA: 0s - loss: 0.3882 - acc: 0.8394Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3876 - acc: 0.8394 Epoch 3/10 1344/7200 [====>.........................] - ETA: 1s - loss: 0.3563 - acc: 0.8490 Epoch 4/10 1904/7200 [======>.......................] - ETA: 1s - loss: 0.3551 - acc: 0.8561Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3555 - acc: 0.8543 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3688 - acc: 0.8501 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3578 - acc: 0.8544 528/7200 [=>............................] - ETA: 2s - loss: 0.3782 - acc: 0.8390Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3528 - acc: 0.8550 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3626 - acc: 0.8490 Epoch 5/10 6240/7200 [=========================>....] - ETA: 0s - loss: 0.4582 - acc: 0.8016 Epoch 6/10 7200/7200 [==============================] - 4s - loss: 0.4504 - acc: 0.8046 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3501 - acc: 0.8588 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3603 - acc: 0.8500 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3484 - acc: 0.8612 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3799 - acc: 0.8443 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3479 - acc: 0.8572 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3478 - acc: 0.8539 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3535 - acc: 0.8558 208/7200 [..............................] - ETA: 1s - loss: 0.3889 - acc: 0.8173Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3618 - acc: 0.8507 Epoch 4/10 5520/7200 [======================>.......] - ETA: 0s - loss: 0.3551 - acc: 0.8551 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3469 - acc: 0.8592 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3552 - acc: 0.8529 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3568 - acc: 0.8526 Epoch 5/10 5936/7200 [=======================>......] - ETA: 0s - loss: 0.3511 - acc: 0.8570 6896/7200 [===========================>..] - ETA: 0s - loss: 0.3459 - acc: 0.8614Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3458 - acc: 0.8615 7200/7200 [==============================] - 2s - loss: 0.3503 - acc: 0.8554 Epoch 9/10 1440/7200 [=====>........................] - ETA: 1s - loss: 0.3453 - acc: 0.8590 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3409 - acc: 0.8624 7200/7200 [==============================] - 2s - loss: 0.3529 - acc: 0.8546 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3457 - acc: 0.8574 Epoch 7/10 864/7200 [==>...........................] - ETA: 1s - loss: 0.3540 - acc: 0.85Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3516 - acc: 0.8564 7200/7200 [==============================] - 2s - loss: 0.3470 - acc: 0.8574 4640/7200 [==================>...........] - ETA: 0sEpoch 8/10 3792/7200 [==============>...............] - ETA: 0s - loss: 0.3282 - acc: 0.8687Epoch 1/10 2016/7200 [=======>......................] - ETA: 0sss: 0.3430 - acc: 0.8601 Epoch 9/10 7200/7200 [==============================] - 3s - loss: 0.4561 - acc: 0.7994 1008/7200 [===>..........................] - ETA: 13s - loss: 0.5871 - acc: 0.7560Epoch 2/10 5344/7200 [=====================>........] - ETA: 0s - loss: 0.3544 - acc: 0.8544Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3475 - acc: 0.8586 Epoch 10/10 7200/7200 [==============================] - 4s - loss: 0.4446 - acc: 0.8081 3248/7200 [============>.................] - ETA: 1s - loss: 0.3470 - acc: 0.8559Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3849 - acc: 0.8421 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3458 - acc: 0.8565 7200/7200 [==============================] - 2s - loss: 0.3783 - acc: 0.8440 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3672 - acc: 0.8471 1104/7200 [===>..........................] - ETA: 1s - loss: 0.3999 - acc: 0.8288Epoch 4/10 7200/7200 [==============================] - 4s - loss: 0.4446 - acc: 0.8106 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3591 - acc: 0.8533 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3617 - acc: 0.8496 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3717 - acc: 0.8482 Epoch 3/10 Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3566 - acc: 0.8551 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3602 - acc: 0.8500 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3578 - acc: 0.8550 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3560 - acc: 0.8556 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3544 - acc: 0.8536 Epoch 7/10 7200/7200 [==============================] - 4s - loss: 0.4410 - acc: 0.8135 336/7200 [>.............................] - ETA: 2s - loss: 0.3372 - acc: 0.8631Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3554 - acc: 0.8531 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3522 - acc: 0.8544 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3540 - acc: 0.8540 Epoch 8/10 336/7200 [>.............................] - ETA: 2s - loss: 0.3102 - acc: 0.8750 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3691 - acc: 0.8507 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3508 - acc: 0.8568 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3497 - acc: 0.8581 6576/7200 [==========================>...] - ETA: 0s - loss: 0.3564 - acc: 0.8516Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3505 - acc: 0.8560 Epoch 9/10 3760/7200 [==============>...............] - ETA: 0s - loss: 0.3436 - acc: 0.8593 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3481 - acc: 0.8586 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3550 - acc: 0.8557 Epoch 10/10 3664/7200 [==============>...............] - ETA: 0s - loss: 0.3398 - acc: 0.8646 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3535 - acc: 0.8528 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3436 - acc: 0.8603 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3430 - acc: 0.8579 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3522 - acc: 0.8551 4448/7200 [=================>............] - ETA: 0s - loss: 0.3402 - acc: 0.8640 688/7200 [=>............................] - ETA: 1s - loss: 0.3487 - acc: 0.8517Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3456 - acc: 0.8604 7200/7200 [==============================] - 2s - loss: 0.3466 - acc: 0.8578 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3472 - acc: 0.8601 Epoch 7/10 6688/7200 [==========================>...] - ETA: 0s - loss: 0.3412 - acc: 0.86Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3406 - acc: 0.8601 7200/7200 [==============================] - 2s - loss: 0.3468 - acc: 0.8562 Epoch 8/10 1632/7200 [=====>........................] - ETA: 1s - loss: 0.3487 - acc: 0.8487Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3436 - acc: 0.8574 1 Epoch 9/10 6832/7200 [===========================>..] - ETA: 0s - loss: 0.3438 - acc: 0.8567Epoch 1/10 7200/7200 [==============================] - 4s - loss: 0.4402 - acc: 0.8139 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3455 - acc: 0.8564 5360/7200 [=====================>........] - ETA: 1s - loss: 0.4701 - acc: 0.7983Epoch 10/10 7200/7200 [==============================] - 4s - loss: 0.4533 - acc: 0.8068 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3684 - acc: 0.8496 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3392 - acc: 0.8596 7200/7200 [==============================] - 2s - loss: 0.3773 - acc: 0.8422 Epoch 3/10 7200/7200 [==============================] - 4s - loss: 0.4454 - acc: 0.8107 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3543 - acc: 0.8542 144/7200 [..............................] - ETA: 2s - loss: 0.4273 - acc: 0.8125Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3627 - acc: 0.8528 Epoch 4/10 5760/7200 [=======================>......] - ETA: 0s - loss: 0.3503 - acc: 0.8536Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3852 - acc: 0.8392 6816/7200 [===========================>..] - ETA: 0s - loss: 0.3487 - acc: 0.8543Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3500 - acc: 0.8533 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3563 - acc: 0.8526 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3648 - acc: 0.8515 1088/7200 [===>..........................] - ETA: 13s - loss: 0.5849 - acc: 0.7647Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3460 - acc: 0.8561 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3557 - acc: 0.8531 Epoch 6/10 5712/7200 [======================>.......] - ETA: 0s - loss: 0.3404 - acc: 0.8657 5136/7200 [====================>.........] - ETA: 0s - loss: 0.3503 - acc: 0.8561Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3589 - acc: 0.8535 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3447 - acc: 0.8624 Epoch 7/10 880/7200 [==>...........................] - ETA: 1s - loss: 0.3789 - acc: 0.8443 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3810 - acc: 0.8429 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3543 - acc: 0.8567 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3456 - acc: 0.8582 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3522 - acc: 0.8593 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3605 - acc: 0.8512 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3423 - acc: 0.8576 Epoch 9/10 16/7200 [..............................] - ETA: 2s - loss: 0.4790 - acc: 0.7500 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3479 - acc: 0.8557 160/7200 [..............................] - ETA: 2s - loss: 0.3407 - acc: 0.8625Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3567 - acc: 0.8528 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3544 - acc: 0.8562 Epoch 8/10 7152/7200 [============================>.] - ETA: 0s - loss: 0.3444 - acc: 0.8585 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3438 - acc: 0.8589 16/7200 [..............................] - ETA: 2s - loss: 0.5091 - acc: 0.7500Epoch 10/10 7072/7200 [============================>.] - ETA: 0s - loss: 0.3447 - acc: 0.8553 6464/7200 [=========================>....] - ETA: 0s - loss: 0.3427 - acc: 0.8588Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3481 - acc: 0.8625 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3448 - acc: 0.8557 7200/7200 [==============================] - 2s - loss: 0.3386 - acc: 0.8604 592/7200 [=>............................] - ETA: 1sss: 0.3528 - acc: 0.8554 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3453 - acc: 0.8568 192/7200 [..............................] - ETA: 2s - loss: 0.4316 - acc: 0.8385Epoch 10/10 4880/7200 [===================>..........] - ETA: 0s - loss: 0.3487 - acc: 0.8590Epoch 1/10 5568/7200 [======================>.......] - ETA: 0s - loss: 0.3476 - acc: 0.8587Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3522 - acc: 0.8588 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3492 - acc: 0.8565 7200/7200 [==============================] - 2s - loss: 0.3478 - acc: 0.8622 Epoch 9/10 7200/7200 [==============================] - 4s - loss: 0.4517 - acc: 0.8032 4800/7200 [===================>..........] - ETA: 0s - loss: 0.3537 - acc: 0.8550Epoch 2/10 6368/7200 [=========================>....] - ETA: 0s - loss: 0.4483 - acc: 0.8092Epoch 1/10 7200/7200 [==============================] - 4s - loss: 0.4429 - acc: 0.8131 Epoch 2/10 896/7200 [==>...........................] - ETA: 1s - loss: 0.4113 - acc: 0.8337 Epoch 10/10 5712/7200 [======================>.......] - ETA: 0s - loss: 0.3833 - acc: 0.8430 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3840 - acc: 0.8421 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3460 - acc: 0.8579 7200/7200 [==============================] - 2s - loss: 0.3693 - acc: 0.8521 Epoch 4/10 7200/7200 [==============================] - 4s - loss: 0.4537 - acc: 0.8065 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3597 - acc: 0.8507 192/7200 [..............................] - ETA: 2s - loss: 0.4054 - acc: 0.8125Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3600 - acc: 0.8511 Epoch 5/10 6864/7200 [===========================>..] - ETA: 0s - loss: 0.3517 - acc: 0.8571Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3781 - acc: 0.8431 7024/7200 [============================>.] - ETA: 0s - loss: 0.3527 - acc: 0.8568Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3532 - acc: 0.8562 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3522 - acc: 0.8561 5328/7200 [=====================>........] - ETA: 0s - loss: 0.3500 - acc: 0.8594Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3602 - acc: 0.8526 6992/7200 [============================>.] - ETA: 0s - loss: 0.3530 - acc: 0.8561Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3514 - acc: 0.8567 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3558 - acc: 0.8549 Epoch 7/10 7200/7200 [==============================] - 4s - loss: 0.4517 - acc: 0.8071 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3535 - acc: 0.8557 7152/7200 [============================>.] - ETA: 0s - loss: 0.3495 - acc: 0.8554Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3497 - acc: 0.8553 2496/7200 [=========>....................] - ETA: 1s - loss: 0.3591 - acc: 0.8421Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3525 - acc: 0.8549 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3740 - acc: 0.8467 6640/7200 [==========================>...] - ETA: 0s - loss: 0.3462 - acc: 0.8620Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3556 - acc: 0.8525 3120/7200 [============>.................] - ETA: 1s - loss: 0.3385 - acc: 0.8651Epoch 6/10 7184/7200 [============================>.] - ETA: 0s - loss: 0.3482 - acc: 0.8608 496/7200 [=>............................] - ETA: 2s - loss: 0.3487 - acc: 0.8569Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3497 - acc: 0.8567 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3504 - acc: 0.8567 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3568 - acc: 0.8528 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3427 - acc: 0.8625 Epoch 9/10 3360/7200 [=============>................] - ETA: 1s - loss: 0.3314 - acc: 0.8637 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3530 - acc: 0.8574 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3503 - acc: 0.8556 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3415 - acc: 0.8579 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3504 - acc: 0.8582 7200/7200 [==============================] - 2s - loss: 0.3459 - acc: 0.8601 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3522 - acc: 0.8550 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3419 - acc: 0.8582 800/800 [==============================] - 1s 0s - loss: 0.3455 - acc: 0.85 7200/7200 [==============================] - 2s - loss: 0.3468 - acc: 0.8582 7040/7200 [============================>.] - ETA: 0s - loss: 0.3472 - acc: 0.8582Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3475 - acc: 0.8576 176/7200 [..............................] - ETA: 2s - loss: 0.3798 - acc: 0.8636Epoch 7/10 2432/7200 [=========>....................] - ETA: 0s - loss: 0.3305 - acc: 0.86Epoch 1/10 6816/7200 [===========================>..] - ETA: 0s - loss: 0.3485 - acc: 0.8578Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3478 - acc: 0.8586 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3442 - acc: 0.8590 800/800 [==============================] - 1s 0s - loss: 0.3434 - acc: 0.85 7200/7200 [==============================] - 2s - loss: 0.3434 - acc: 0.8600 Epoch 9/10 1328/7200 [====>.........................] - ETA: 11s - loss: 0.5645 - acc: 0.7666 Epoch 2/10 5072/7200 [====================>.........] - ETA: 0s - loss: 0.3958 - acc: 0.8287Epoch 1/10 7200/7200 [==============================] - 4s - loss: 0.4518 - acc: 0.8064 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3422 - acc: 0.8588 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3921 - acc: 0.8357 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3723 - acc: 0.8458 7136/7200 [============================>.] - ETA: 0s - loss: 0.3423 - acc: 0.8589Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3422 - acc: 0.8592 7200/7200 [==============================] - 1s - loss: 0.3752 - acc: 0.8483 Epoch 4/10 5936/7200 [=======================>......] - ETA: 0s - loss: 0.3638 - acc: 0.8528 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3568 - acc: 0.8515 640/7200 [=>............................] - ETA: 2s - loss: 0.3983 - acc: 0.8516Epoch 4/10 1840/7200 [======>.......................] - ETA: 0s - loss: 0.4011 - acc: 0.84 Epoch 5/10 7024/7200 [============================>.] - ETA: 0s - loss: 0.3801 - acc: 0.8492Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3802 - acc: 0.8485 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3515 - acc: 0.8542 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3588 - acc: 0.8508 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3593 - acc: 0.8500 384/7200 [>.............................] - ETA: 38s - loss: 0.6153 - acc: 0.8125Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3509 - acc: 0.8532 1264/7200 [====>.........................] - ETA: 11s - loss: 0.5442 - acc: 0.8046Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3521 - acc: 0.8524 Epoch 7/10 7200/7200 [==============================] - 4s - loss: 0.4568 - acc: 0.8018 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3560 - acc: 0.8539 Epoch 5/10 1008/7200 [===>..........................] - ETA: 1s - loss: 0.4122 - acc: 0.8264 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3483 - acc: 0.8561 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3921 - acc: 0.8371 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3517 - acc: 0.8567 6720/7200 [===========================>..] - ETA: 0s - loss: 0.3484 - acc: 0.8576Epoch 6/10 7088/7200 [============================>.] - ETA: 0s - loss: 0.3495 - acc: 0.8575 352/7200 [>.............................] - ETA: 2s - loss: 0.3339 - acc: 0.8608Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3485 - acc: 0.8579 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3690 - acc: 0.8481 6464/7200 [=========================>....] - ETA: 0s - loss: 0.3435 - acc: 0.8578Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3475 - acc: 0.8571 160/7200 [..............................] - ETA: 2s - loss: 0.3298 - acc: 0.8625Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3449 - acc: 0.8546 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3448 - acc: 0.8578 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3481 - acc: 0.8568 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3644 - acc: 0.8497 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3422 - acc: 0.8586 320/7200 [>.............................] - ETA: 2s - loss: 0.3807 - acc: 0.8594 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3437 - acc: 0.8596 Epoch 9/10 6832/7200 [===========================>..] - ETA: 0s - loss: 0.3402 - acc: 0.8601 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3409 - acc: 0.8596 6272/7200 [=========================>....] - ETA: 0s - loss: 0.3448 - acc: 0.8589Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3446 - acc: 0.8592 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3545 - acc: 0.8536 Epoch 7/10 400/7200 [>.............................] - ETA: 38s - loss: 0.6493 - acc: 0.7325 7200/7200 [==============================] - 1s - loss: 0.3565 - acc: 0.8525 Epoch 8/10 544/7200 [=>............................] - ETA: 1s - loss: 0.3395 - acc: 0.8621Epoch 1/10 7200/7200 [==============================] - 4s - loss: 0.4508 - acc: 0.8096 16/800 [..............................] - ETA: 88sEpoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3508 - acc: 0.8574 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3805 - acc: 0.8451 Epoch 3/10 400/7200 [>.............................] - ETA: 1s - loss: 0.3497 - acc: 0.8700Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3509 - acc: 0.8564 Epoch 10/10 7200/7200 [==============================] - 4s - loss: 0.4593 - acc: 0.8075 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3605 - acc: 0.8525 5568/7200 [======================>.......] - ETA: 0s - loss: 0.3434 - acc: 0.8561Epoch 4/10 1680/7200 [======>.......................] - ETA: 1s - loss: 0.3652 - acc: 0.8458 7200/7200 [==============================] - 2s - loss: 0.3773 - acc: 0.8488 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3528 - acc: 0.8575 5632/7200 [======================>.......] - ETA: 1s - loss: 0.4520 - acc: 0.8125Epoch 5/10 7200/7200 [==============================] - 4s - loss: 0.4424 - acc: 0.8131 Epoch 2/10 1856/7200 [======>.......................] - ETA: 1s - loss: 0.3910 - acc: 0.8367 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3526 - acc: 0.8562 Epoch 6/10 6608/7200 [==========================>...] - ETA: 0s - loss: 0.3883 - acc: 0.8376Epoch 1/10 4960/7200 [===================>..........] - ETA: 0s - loss: 0.3550 - acc: 0.8571 7200/7200 [==============================] - 2s - loss: 0.3856 - acc: 0.8399 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3539 - acc: 0.8561 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3525 - acc: 0.8553 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3661 - acc: 0.8499 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3508 - acc: 0.8581 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3485 - acc: 0.8583 Epoch 8/10 7200/7200 [==============================] - 4s - loss: 0.4386 - acc: 0.8144 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3585 - acc: 0.8519 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3522 - acc: 0.8588 Epoch 7/10 2752/7200 [==========>...................] - ETA: 1s - loss: 0.3616 - acc: 0.8470 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3738 - acc: 0.8447 Epoch 3/10 Epoch 6/10 2448/7200 [=========>....................] - ETA: 1s - loss: 0.3518 - acc: 0.8595 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3468 - acc: 0.8594 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3584 - acc: 0.8533 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3498 - acc: 0.8579 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3478 - acc: 0.8576 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3449 - acc: 0.8594 7200/7200 [==============================] - 2s - loss: 0.3520 - acc: 0.8565 Epoch 5/10 16/7200 [..............................] - ETA: 2s - loss: 0.2302 - acc: 0.9375 Epoch 8/10 3152/7200 [============>.................] - ETA: 1s - loss: 0.3482 - acc: 0.8598 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3511 - acc: 0.8574 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3496 - acc: 0.8582 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3446 - acc: 0.8581 3600/7200 [==============>...............] - ETA: 1s - loss: 0.3361 - acc: 0.8633Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3434 - acc: 0.8600 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3480 - acc: 0.8575 Epoch 10/10 6224/7200 [========================>.....] - ETA: 0s - loss: 0.3511 - acc: 0.8541 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3458 - acc: 0.8556 2992/7200 [===========>..................] - ETA: 1s - loss: 0.3350 - acc: 0.8570Epoch 1/10 7200/7200 [==============================] - 4s - loss: 0.4571 - acc: 0.8058 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3425 - acc: 0.8593 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3854 - acc: 0.8456 Epoch 3/10 3232/7200 [============>.................] - ETA: 3s - loss: 0.4772 - acc: 0.7995Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3405 - acc: 0.8606 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3632 - acc: 0.8515 Epoch 4/10 7200/7200 [==============================] - 4s - loss: 0.4429 - acc: 0.8101 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3387 - acc: 0.8596 7200/7200 [==============================] - 2s - loss: 0.3604 - acc: 0.8528 Epoch 5/10 208/7200 [..............................] - ETA: 1s - loss: 0.3595 - acc: 0.8365 3920/7200 [===============>..............] - ETA: 2s - loss: 0.4844 - acc: 0.8026Epoch 3/10 7200/7200 [==============================] - 4s - loss: 0.4502 - acc: 0.8103 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3565 - acc: 0.8536 Epoch 6/10 704/7200 [=>............................] - ETA: 1s - loss: 0.3276 - acc: 0.8679 Epoch 4/10 4016/7200 [===============>..............] - ETA: 0s - loss: 0.3439 - acc: 0.8568Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3869 - acc: 0.8408 3440/7200 [=============>................] - ETA: 1s - loss: 0.3465 - acc: 0.8587Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3518 - acc: 0.8560 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3538 - acc: 0.8579 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3623 - acc: 0.8539 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3520 - acc: 0.8583 5872/7200 [=======================>......] - ETA: 0s - loss: 0.3510 - acc: 0.8581Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3542 - acc: 0.8560 Epoch 6/10 7200/7200 [==============================] - 4s - loss: 0.4479 - acc: 0.8122 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3531 - acc: 0.8549 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3507 - acc: 0.8589 Epoch 9/10 1072/7200 [===>..........................] - ETA: 1s - loss: 0.3406 - acc: 0.8619 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3877 - acc: 0.8397 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3497 - acc: 0.8579 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3498 - acc: 0.8575 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3490 - acc: 0.8583 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3607 - acc: 0.8521 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3471 - acc: 0.8589 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3507 - acc: 0.8544 7200/7200 [==============================] - 2s - loss: 0.3472 - acc: 0.8589 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3525 - acc: 0.8568 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3465 - acc: 0.8585 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3453 - acc: 0.8601 4880/7200 [===================>..........] - ETA: 0s - loss: 0.3450 - acc: 0.8611Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3204 - acc: 0.86 7200/7200 [==============================] - 2s - loss: 0.3488 - acc: 0.8581 Epoch 6/10 3024/7200 [===========>..................] - ETA: 1s - loss: 0.3444 - acc: 0.8562 Epoch 9/10 368/7200 [>.............................] - ETA: 2s - loss: 0.4176 - acc: 0.8370Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3436 - acc: 0.8568 7200/7200 [==============================] - 2s - loss: 0.3449 - acc: 0.8589 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3470 - acc: 0.8618 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3453 - acc: 0.8582 Epoch 8/10 5296/7200 [=====================>........] - ETA: 0sss: 0.3405 - acc: 0.8629 7200/7200 [==============================] - 4s - loss: 0.4423 - acc: 0.8174 Epoch 2/10 4032/7200 [===============>..............] - ETA: 0s - loss: 0.3462 - acc: 0.8574Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3443 - acc: 0.8600 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3693 - acc: 0.8478 592/7200 [=>............................] - ETA: 1s - loss: 0.4080 - acc: 0.84Epoch 3/10 2976/7200 [===========>..................] - ETA: 4s - loss: 0.5075 - acc: 0.7920Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3545 - acc: 0.8547 Epoch 4/10 432/7200 [>.............................] - ETA: 1s - loss: 0.3274 - acc: 0.8657 Epoch 10/10 7200/7200 [==============================] - 4s - loss: 0.4499 - acc: 0.8115 Epoch 2/10 2592/7200 [=========>....................] - ETA: 1s - loss: 0.3969 - acc: 0.8395 6064/7200 [========================>.....] - ETA: 0s - loss: 0.3371 - acc: 0.8664Epoch 5/10 656/7200 [=>............................] - ETA: 23s - loss: 0.6401 - acc: 0.7652 7200/7200 [==============================] - 2s - loss: 0.3831 - acc: 0.8446 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3493 - acc: 0.8574 Epoch 6/10 7200/7200 [==============================] - 4s - loss: 0.4534 - acc: 0.8099 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3605 - acc: 0.8515 5664/7200 [======================>.......] - ETA: 0s - loss: 0.3466 - acc: 0.8596Epoch 4/10 1312/7200 [====>.........................] - ETA: 1s - loss: 0.3828 - acc: 0.8453 Epoch 7/10 2336/7200 [========>.....................] - ETA: 1s - loss: 0.3756 - acc: 0.8455Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3808 - acc: 0.8436 Epoch 3/10 6448/7200 [=========================>....] - ETA: 0s - loss: 0.3410 - acc: 0.8596 Epoch 5/10 752/7200 [==>...........................] - ETA: 1s - loss: 0.3461 - acc: 0.8630 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3614 - acc: 0.8528 2144/7200 [=======>......................] - ETA: 1s - loss: 0.3516 - acc: 0.8573Epoch 4/10 6384/7200 [=========================>....] - ETA: 0s - loss: 0.3361 - acc: 0.8622 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3374 - acc: 0.8618 Epoch 9/10 7200/7200 [==============================] - 4s - loss: 0.4530 - acc: 0.8086 Epoch 2/10 2544/7200 [=========>....................] - ETA: 1s - loss: 0.3444 - acc: 0.8612 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3475 - acc: 0.8569 3904/7200 [===============>..............] - ETA: 0s - loss: 0.3567 - acc: 0.8553Epoch 7/10 4416/7200 [=================>............] - ETA: 0s - loss: 0.3569 - acc: 0.8546 4960/7200 [===================>..........] - ETA: 0s - loss: 0.3873 - acc: 0.8397Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3800 - acc: 0.8440 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3548 - acc: 0.8564 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3496 - acc: 0.8579 3856/7200 [===============>..............] - ETA: 0s - loss: 0.3562 - acc: 0.8540Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3353 - acc: 0.8633 7200/7200 [==============================] - 2s - loss: 0.3598 - acc: 0.8538 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3488 - acc: 0.8581 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3491 - acc: 0.8572 4400/7200 [=================>............] - ETA: 0s - loss: 0.3481 - acc: 0.8650Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3548 - acc: 0.8533 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3508 - acc: 0.8579 5536/7200 [======================>.......] - ETA: 0sEpoch 8/10 3600/7200 [==============>...............] - ETA: 1s - loss: 0.3580 - acc: 0.8581Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3467 - acc: 0.8615 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3479 - acc: 0.8606 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3531 - acc: 0.8594 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3446 - acc: 0.8596 6768/7200 [===========================>..] - ETA: 0s - loss: 0.3460 - acc: 0.8582 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3455 - acc: 0.8588 368/7200 [>.............................] - ETA: 2s - loss: 0.3556 - acc: 0.8424Epoch 7/10 7200/7200 [==============================] - 4s - loss: 0.4445 - acc: 0.8097 3104/7200 [===========>..................] - ETA: 1s - loss: 0.3483 - acc: 0.8557Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3455 - acc: 0.8592 7200/7200 [==============================] - 2s - loss: 0.3478 - acc: 0.8597 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3809 - acc: 0.8417 Epoch 3/10 896/7200 [==>...........................] - ETA: 1s - loss: 0.3511 - acc: 0.8605Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3468 - acc: 0.8603 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3626 - acc: 0.8501 Epoch 4/10 2000/7200 [=======>......................] - ETA: 7s - loss: 0.5387 - acc: 0.7910Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3464 - acc: 0.8588 3376/7200 [=============>................] - ETA: 3s - loss: 0.4916 - acc: 0.7950Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3588 - acc: 0.8551 Epoch 5/10 1920/7200 [=======>......................] - ETA: 1s - loss: 0.3709 - acc: 0.8484 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3458 - acc: 0.8610 7200/7200 [==============================] - 2s - loss: 0.3554 - acc: 0.8532 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3766 - acc: 0.8465 Epoch 3/10 272/800 [=========>....................] - ETA: 3s oss: 0.4477 - acc: 0.8125 Epoch 2/10 3232/7200 [============>.................] - ETA: 0s - loss: 0.3533 - acc: 0.85 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3552 - acc: 0.8538 5664/7200 [======================>.......] - ETA: 0s - loss: 0.3731 - acc: 0.8438Epoch 4/10 4896/7200 [===================>..........] - ETA: 0s - loss: 0.3489 - acc: 0.8572Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3729 - acc: 0.8460 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3511 - acc: 0.8540 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3532 - acc: 0.8540 Epoch 5/10 5344/7200 [=====================>........] - ETA: 0s - loss: 0.3448 - acc: 0.8617 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3501 - acc: 0.8585 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3502 - acc: 0.8576 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3596 - acc: 0.8524 Epoch 5/10 6336/7200 [=========================>....] - ETA: 0s - loss: 0.3480 - acc: 0.8586 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3485 - acc: 0.8585 Epoch 10/10 5552/7200 [======================>.......] - ETA: 0s - loss: 0.3708 - acc: 0.8451 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3550 - acc: 0.8536 Epoch 6/10 16/7200 [..............................] - ETA: 1s - loss: 0.3558 - acc: 0.8750Epoch 3/10 480/7200 [=>............................] - ETA: 2s - loss: 0.3942 - acc: 0.8375 7200/7200 [==============================] - 2s - loss: 0.3451 - acc: 0.8590 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3519 - acc: 0.8565 1568/7200 [=====>........................] - ETA: 1s - loss: 0.3352 - acc: 0.8603Epoch 7/10 800/800 [==============================] - 2s 2s - loss: 0.2323 - acc: 0.93 368/7200 [>.............................] - ETA: 2s - loss: 0.2858 - acc: 0.8913 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3436 - acc: 0.8612 Epoch 9/10 6000/7200 [========================>.....] - ETA: 0s - loss: 0.3532 - acc: 0.8585Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3517 - acc: 0.8575 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3554 - acc: 0.8564 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3430 - acc: 0.8592 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3481 - acc: 0.8562 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3517 - acc: 0.8576 688/7200 [=>............................] - ETA: 1s - loss: 0.3158 - acc: 0.8837Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3429 - acc: 0.8593 7200/7200 [==============================] - 4s - loss: 0.4584 - acc: 0.8081 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3473 - acc: 0.8608 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3481 - acc: 0.8574 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3779 - acc: 0.8476 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3442 - acc: 0.8593 7200/7200 [==============================] - 2s - loss: 0.3479 - acc: 0.8579 Epoch 8/10 4320/7200 [=================>............] - ETA: 0s - loss: 0.3463 - acc: 0.8597Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3611 - acc: 0.8508 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3455 - acc: 0.8589 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3570 - acc: 0.8528 384/7200 [>.............................] - ETA: 40s - loss: 0.6567 - acc: 0.7005Epoch 5/10 1504/7200 [=====>........................] - ETA: 1s - loss: 0.3483 - acc: 0.8504Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3438 - acc: 0.8611 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3547 - acc: 0.8533 7136/7200 [============================>.] - ETA: 0s - loss: 0.4422 - acc: 0.8180Epoch 6/10 7200/7200 [==============================] - 4s - loss: 0.4423 - acc: 0.8176 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3412 - acc: 0.8607 6832/7200 [===========================>..] - ETA: 0s - loss: 0.3689 - acc: 0.8491 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3686 - acc: 0.8493 4832/7200 [===================>..........] - ETA: 1s - loss: 0.4604 - acc: 0.8059Epoch 3/10 528/800 [==================>...........] - ETA: 1sloss: 0.4388 - acc: 0.8147 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3486 - acc: 0.8561 Epoch 8/10 7152/7200 [============================>.] - ETA: 0sss: 0.3581 - acc: 0.8525 Epoch 4/10 6656/7200 [==========================>...] - ETA: 0s - loss: 0.3758 - acc: 0.8448Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3758 - acc: 0.8453 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3461 - acc: 0.8583 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3518 - acc: 0.8558 4272/7200 [================>.............] - ETA: 0s - loss: 0.3505 - acc: 0.8544Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3553 - acc: 0.8535 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3504 - acc: 0.8601 4000/7200 [===============>..............] - ETA: 2s - loss: 0.4675 - acc: 0.8017Epoch 10/10 624/7200 [=>............................] - ETA: 1s - loss: 0.3386 - acc: 0.8462 3888/7200 [===============>..............] - ETA: 1s - loss: 0.3385 - acc: 0.8606Epoch 6/10 7200/7200 [==============================] - 4s - loss: 0.4434 - acc: 0.8097 6176/7200 [========================>.....] - ETA: 0s - loss: 0.3515 - acc: 0.8546Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3504 - acc: 0.8547 Epoch 5/10 3392/7200 [=============>................] - ETA: 1s - loss: 0.3877 - acc: 0.8370 3808/7200 [==============>...............] - ETA: 0s - loss: 0.3407 - acc: 0.8634 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3813 - acc: 0.8428 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3462 - acc: 0.8585 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3460 - acc: 0.8585 Epoch 8/10 6512/7200 [==========================>...] - ETA: 0s - loss: 0.3453 - acc: 0.8623 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3453 - acc: 0.8624 Epoch 7/10 4816/7200 [===================>..........] - ETA: 0s - loss: 0.3373 - acc: 0.8598Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3410 - acc: 0.8589 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3575 - acc: 0.8529 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3430 - acc: 0.8611 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3410 - acc: 0.8624 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3546 - acc: 0.8546 Epoch 6/10 6640/7200 [==========================>...] - ETA: 0s - loss: 0.4424 - acc: 0.8123 4208/7200 [================>.............] - ETA: 0s - loss: 0.3302 - acc: 0.8674Epoch 9/10 7200/7200 [==============================] - 4s - loss: 0.4355 - acc: 0.8161 4688/7200 [==================>...........] - ETA: 0s - loss: 0.3306 - acc: 0.8667Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3389 - acc: 0.8632 7200/7200 [==============================] - 2s - loss: 0.3524 - acc: 0.8588 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3676 - acc: 0.8461 7152/7200 [============================>.] - ETA: 0s - loss: 0.3396 - acc: 0.8595Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3402 - acc: 0.8594 1328/7200 [====>.........................] - ETA: 1s - loss: 0.3474 - acc: 0.8607Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3478 - acc: 0.8596 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3579 - acc: 0.8540 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3394 - acc: 0.8597 2400/7200 [=========>....................] - ETA: 1s - loss: 0.3406 - acc: 0.8633Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3464 - acc: 0.8599 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3499 - acc: 0.8535 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3454 - acc: 0.8574 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3488 - acc: 0.8581 Epoch 6/10 208/7200 [..............................] - ETA: 2s - loss: 0.3845 - acc: 0.8413Epoch 1/10 7200/7200 [==============================] - 4s - loss: 0.4357 - acc: 0.8149 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3446 - acc: 0.8594 7072/7200 [============================>.] - ETA: 0s - loss: 0.3453 - acc: 0.8570Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3446 - acc: 0.8571 7200/7200 [==============================] - 2s - loss: 0.3614 - acc: 0.8507 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3438 - acc: 0.8586 Epoch 8/10 7200/7200 [==============================] - 4s - loss: 0.4426 - acc: 0.8124 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3509 - acc: 0.8564 Epoch 4/10 6176/7200 [========================>.....] - ETA: 0s - loss: 0.3457 - acc: 0.8577Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3419 - acc: 0.8585 3072/7200 [===========>..................] - ETA: 1s - loss: 0.3413 - acc: 0.8613Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3705 - acc: 0.8472 1648/7200 [=====>........................] - ETA: 1s - loss: 0.3216 - acc: 0.8720Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3479 - acc: 0.8606 4048/7200 [===============>..............] - ETA: 0s - loss: 0.3347 - acc: 0.8656Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3403 - acc: 0.8604 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3570 - acc: 0.8536 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3459 - acc: 0.8640 Epoch 6/10 7200/7200 [==============================] - 4s - loss: 0.4374 - acc: 0.8143 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3376 - acc: 0.8621 7200/7200 [==============================] - 2s - loss: 0.3559 - acc: 0.8517 4624/7200 [==================>...........] - ETA: 0s - loss: 0.3398 - acc: 0.8616Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3414 - acc: 0.8603 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3608 - acc: 0.8531 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3514 - acc: 0.8562 5984/7200 [=======================>......] - ETA: 0s - loss: 0.3396 - acc: 0.86Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3418 - acc: 0.8590 Epoch 8/10 5472/7200 [=====================>........] - ETA: 0s - loss: 0.3437 - acc: 0.8602Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3493 - acc: 0.8572 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3484 - acc: 0.8567 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3409 - acc: 0.8651 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3484 - acc: 0.8558 4528/7200 [=================>............] - ETA: 0s - loss: 0.3502 - acc: 0.8558Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3464 - acc: 0.8579 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3349 - acc: 0.8629 5424/7200 [=====================>........] - ETA: 0s - loss: 0.3481 - acc: 0.8586Epoch 10/10 7200/7200 [==============================] - 4s - loss: 0.4431 - acc: 0.8106 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3451 - acc: 0.8576 1664/7200 [=====>........................] - ETA: 1s - loss: 0.3577 - acc: 0.8552Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3457 - acc: 0.8575 Epoch 9/10 5168/7200 [====================>.........] - ETA: 0s - loss: 0.3451 - acc: 0.8516 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3382 - acc: 0.8626 7200/7200 [==============================] - 2s - loss: 0.3415 - acc: 0.8557 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3443 - acc: 0.8619 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3634 - acc: 0.8496 1536/7200 [=====>........................] - ETA: 1s - loss: 0.3364 - acc: 0.8542Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3403 - acc: 0.8583 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3413 - acc: 0.8589 4096/7200 [================>.............] - ETA: 0s - loss: 0.3365 - acc: 0.8586Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3537 - acc: 0.8569 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3385 - acc: 0.8589 Epoch 9/10 4208/7200 [================>.............] - ETA: 0s - loss: 0.3404 - acc: 0.8615 2416/7200 [=========>....................] - ETA: 0sEpoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3380 - acc: 0.8631 Epoch 10/10 4704/7200 [==================>...........] - ETA: 1s - loss: 0.4630 - acc: 0.7966Epoch 1/10 6080/7200 [========================>.....] - ETA: 0s - loss: 0.4511 - acc: 0.8053 Epoch 7/10 7200/7200 [==============================] - 4s - loss: 0.4399 - acc: 0.8117 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3342 - acc: 0.8610 7200/7200 [==============================] - 2s - loss: 0.3466 - acc: 0.8576 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3669 - acc: 0.8503 Epoch 3/10 6320/7200 [=========================>....] - ETA: 0sss: 0.3426 - acc: 0.8611 Epoch 9/10 752/7200 [==>...........................] - ETA: 1s - loss: 0.3220 - acc: 0.8790 Epoch 2/10 2736/7200 [==========>...................] - ETA: 1s - loss: 0.3477 - acc: 0.8644Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3532 - acc: 0.8551 2000/7200 [=======>......................] - ETA: 1s - loss: 0.3593 - acc: 0.8520Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3413 - acc: 0.8625 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3696 - acc: 0.8486 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3492 - acc: 0.8546 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3405 - acc: 0.8625 6368/7200 [=========================>....] - ETA: 0s - loss: 0.3510 - acc: 0.8551 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3470 - acc: 0.8574 864/7200 [==>...........................] - ETA: 1s - loss: 0.3431 - acc: 0.8530Epoch 6/10 7200/7200 [==============================] - 4s - loss: 0.4345 - acc: 0.8149 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3514 - acc: 0.8562 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3726 - acc: 0.84 7200/7200 [==============================] - 2s - loss: 0.3461 - acc: 0.8579 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3675 - acc: 0.8510 Epoch 3/10 2640/7200 [==========>...................] - ETA: 1s - loss: 0.3643 - acc: 0.8523Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3467 - acc: 0.8583 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3425 - acc: 0.8588 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3558 - acc: 0.8557 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3444 - acc: 0.8589 Epoch 7/10 5632/7200 [======================>.......] - ETA: 1s - loss: 0.4332 - acc: 0.8185 Epoch 9/10 6752/7200 [===========================>..] - ETA: 0s - loss: 0.4314 - acc: 0.8192 Epoch 5/10 7200/7200 [==============================] - 4s - loss: 0.4282 - acc: 0.8199 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3415 - acc: 0.8597 Epoch 8/10 6528/7200 [==========================>...] - ETA: 0s - loss: 0.3434 - acc: 0.8565 6864/7200 [===========================>..] - ETA: 0s - loss: 0.3642 - acc: 0.8489Epoch 10/10 6912/7200 [===========================>..] - ETA: 0s - loss: 0.3412 - acc: 0.8569 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3445 - acc: 0.8557 Epoch 6/10 5984/7200 [=======================>......] - ETA: 0s - loss: 0.3475 - acc: 0.8563 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3478 - acc: 0.8557 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3362 - acc: 0.8604 2032/7200 [=======>......................] - ETA: 1s - loss: 0.3315 - acc: 0.8612 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3397 - acc: 0.8607 7104/7200 [============================>.] - ETA: 0s - loss: 0.3442 - acc: 0.8554Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3441 - acc: 0.8557 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3398 - acc: 0.8601 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3408 - acc: 0.8585 4496/7200 [=================>............] - ETA: 0s - loss: 0.3390 - acc: 0.8592Epoch 6/10 5008/7200 [===================>..........] - ETA: 0s - loss: 0.3379 - acc: 0.8590Epoch 1/10 560/7200 [=>............................] - ETA: 1s - loss: 0.3679 - acc: 0.8482 7200/7200 [==============================] - 2s - loss: 0.3383 - acc: 0.8576 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3408 - acc: 0.8590 4512/7200 [=================>............] - ETA: 0s - loss: 0.3373 - acc: 0.8613Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3390 - acc: 0.8597 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3374 - acc: 0.8603 Epoch 8/10 4784/7200 [==================>...........] - ETA: 0s - loss: 0.3377 - acc: 0.8633Epoch 1/10 7200/7200 [==============================] - 4s - loss: 0.4396 - acc: 0.8124 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3360 - acc: 0.8617 7200/7200 [==============================] - 1s - loss: 0.3392 - acc: 0.8597 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3746 - acc: 0.8479 Epoch 3/10 5392/7200 [=====================>........] - ETA: 0sss: 0.3345 - acc: 0.8606 4944/7200 [===================>..........] - ETA: 1s - loss: 0.4580 - acc: 0.8044Epoch 10/10 7200/7200 [==============================] - 4s - loss: 0.4401 - acc: 0.8138 Epoch 2/10 6624/7200 [==========================>...] - ETA: 0s - loss: 0.3604 - acc: 0.8502Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3600 - acc: 0.8507 Epoch 4/10 4496/7200 [=================>............] - ETA: 0s - loss: 0.3894 - acc: 0.8356 7200/7200 [==============================] - 2s - loss: 0.3741 - acc: 0.8475 Epoch 3/10 1696/7200 [======>.......................] - ETA: 1s - loss: 0.3652 - acc: 0.8508 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3588 - acc: 0.8533 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3496 - acc: 0.8553 Epoch 6/10 7200/7200 [==============================] - 4s - loss: 0.4366 - acc: 0.8136 560/7200 [=>............................] - ETA: 1s - loss: 0.4012 - acc: 0.8357Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3537 - acc: 0.8547 Epoch 5/10 5968/7200 [=======================>......] - ETA: 0s - loss: 0.3752 - acc: 0.8485Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3473 - acc: 0.8579 Epoch 7/10 512/7200 [=>............................] - ETA: 2s - loss: 0.3836 - acc: 0.8359 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3503 - acc: 0.8565 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3464 - acc: 0.8581 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3586 - acc: 0.8510 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3452 - acc: 0.8579 Epoch 7/10 7200/7200 [==============================] - 4s - loss: 0.4416 - acc: 0.8117 Epoch 2/10 2176/7200 [========>.....................] - ETA: 1s - loss: 0.3132 - acc: 0.8732 1312/7200 [====>.........................] - ETA: 1s - loss: 0.3983 - acc: 0.8308Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3538 - acc: 0.8554 2576/7200 [=========>....................] - ETA: 1s - loss: 0.3232 - acc: 0.8680Epoch 5/10 5024/7200 [===================>..........] - ETA: 0s - loss: 0.3532 - acc: 0.8521 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3751 - acc: 0.8444 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3435 - acc: 0.8612 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3507 - acc: 0.8539 2128/7200 [=======>......................] - ETA: 1s - loss: 0.3524 - acc: 0.8529Epoch 6/10 7136/7200 [============================>.] - ETA: 0s - loss: 0.3435 - acc: 0.8586 5152/7200 [====================>.........] - ETA: 0s - loss: 0.3472 - acc: 0.8554Epoch 4/10 5008/7200 [===================>..........] - ETA: 0s - loss: 0.3407 - acc: 0.8616 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3435 - acc: 0.8582 2320/7200 [========>.....................] - ETA: 1s - loss: 0.3562 - acc: 0.8534Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3398 - acc: 0.8610 7200/7200 [==============================] - 2s - loss: 0.3545 - acc: 0.8538 6976/7200 [============================>.] - ETA: 0s - loss: 0.3389 - acc: 0.8641Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3398 - acc: 0.8636 5008/7200 [===================>..........] - ETA: 0s - loss: 0.3339 - acc: 0.8654Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3439 - acc: 0.8617 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3543 - acc: 0.8540 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3396 - acc: 0.8588 6800/7200 [===========================>..] - ETA: 0s - loss: 0.3427 - acc: 0.8622Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3417 - acc: 0.8625 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3491 - acc: 0.8554 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3411 - acc: 0.8628 Epoch 10/10 3616/7200 [==============>...............] - ETA: 1s - loss: 0.3361 - acc: 0.8614 Epoch 8/10 976/7200 [===>..........................] - ETA: 1s - loss: 0.3666 - acc: 0.8494Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3387 - acc: 0.8607 7200/7200 [==============================] - 4s - loss: 0.4384 - acc: 0.8154 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3462 - acc: 0.8553 Epoch 9/10 800/800 [==============================] - 2s 0s - loss: 0.3433 - acc: 0.85 7200/7200 [==============================] - 2s - loss: 0.3784 - acc: 0.8447 Epoch 3/10 1888/7200 [======>.......................] - ETA: 1s - loss: 0.3547 - acc: 0.8522 Epoch 10/10 7200/7200 [==============================] - 4s - loss: 0.4339 - acc: 0.8158 Epoch 2/10 1488/7200 [=====>........................] - ETA: 1s - loss: 0.3746 - acc: 0.8448Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3580 - acc: 0.8524 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3422 - acc: 0.8589 7200/7200 [==============================] - 2s - loss: 0.3706 - acc: 0.8458 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3482 - acc: 0.8565 7 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3587 - acc: 0.8522 Epoch 4/10 7200/7200 [==============================] - 4s - loss: 0.4324 - acc: 0.8140 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3452 - acc: 0.8575 Epoch 6/10 2288/7200 [========>.....................] - ETA: 1s - loss: 0.3881 - acc: 0.8339Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3523 - acc: 0.8529 Epoch 5/10 7136/7200 [============================>.] - ETA: 0s - loss: 0.3695 - acc: 0.8464 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3685 - acc: 0.8468 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3484 - acc: 0.8553 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3390 - acc: 0.8594 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3555 - acc: 0.8517 Epoch 4/10 7200/7200 [==============================] - 4s - loss: 0.4370 - acc: 0.8153 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3473 - acc: 0.8594 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3349 - acc: 0.8629 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3683 - acc: 0.8460 Epoch 3/10 544/7200 [=>............................] - ETA: 2s - loss: 0.3881 - acc: 0.8511 Epoch 5/10 5264/7200 [====================>.........] - ETA: 0s - loss: 0.3515 - acc: 0.8590 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3354 - acc: 0.8639 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3574 - acc: 0.8557 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3468 - acc: 0.8549 1632/7200 [=====>........................] - ETA: 1s - loss: 0.3275 - acc: 0.8652Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3451 - acc: 0.8583 Epoch 9/10 960/7200 [===>..........................] - ETA: 2s - loss: 0.3434 - acc: 0.8552 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3461 - acc: 0.8596 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3429 - acc: 0.8594 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3493 - acc: 0.8578 Epoch 6/10 2592/7200 [=========>....................] - ETA: 1s - loss: 0.3752 - acc: 0.8449 Epoch 8/10 3712/7200 [==============>...............] - ETA: 1s - loss: 0.3387 - acc: 0.8621 7184/7200 [============================>.] - ETA: 0s - loss: 0.3503 - acc: 0.8569Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3499 - acc: 0.8569 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3449 - acc: 0.8593 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3450 - acc: 0.8567 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3419 - acc: 0.8590 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3442 - acc: 0.8576 Epoch 9/10 2064/7200 [=======>......................] - ETA: 1s - loss: 0.3543 - acc: 0.8537 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3355 - acc: 0.8618 5296/7200 [=====================>........] - ETA: 0s - loss: 0.3460 - acc: 0.8595Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3417 - acc: 0.8600 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3644 - acc: 0.8489 Epoch 3/10 800/800 [==============================] - 2s 0s - loss: 0.3436 - acc: 0.86 7200/7200 [==============================] - 2s - loss: 0.3406 - acc: 0.8618 7200/7200 [==============================] - 2s - loss: 0.3503 - acc: 0.8543 Epoch 4/10 7200/7200 [==============================] - 4s - loss: 0.4349 - acc: 0.8161 Epoch 2/10 5168/7200 [====================>.........] - ETA: 0s - loss: 0.3484 - acc: 0.85Epoch 1/10 3472/7200 [=============>................] - ETA: 1s - loss: 0.3745 - acc: 0.8456 Epoch 5/10 6112/7200 [========================>.....] - ETA: 0s - loss: 0.3629 - acc: 0.8529Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3639 - acc: 0.8514 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3433 - acc: 0.8581 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3552 - acc: 0.8529 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3429 - acc: 0.8600 3600/7200 [==============>...............] - ETA: 1s - loss: 0.3520 - acc: 0.8536Epoch 7/10 7200/7200 [==============================] - 4s - loss: 0.4410 - acc: 0.8111 Epoch 2/10 7200/7200 [==============================] - 4s - loss: 0.4411 - acc: 0.8129 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3494 - acc: 0.8543 1216/7200 [====>.........................] - ETA: 1s - loss: 0.3920 - acc: 0.8421Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3401 - acc: 0.8597 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3709 - acc: 0.8476 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3715 - acc: 0.8508 5248/7200 [====================>.........] - ETA: 0s - loss: 0.3501 - acc: 0.8559Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3452 - acc: 0.8590 3600/7200 [==============>...............] - ETA: 1s - loss: 0.3553 - acc: 0.8547Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3425 - acc: 0.8593 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3621 - acc: 0.8488 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3590 - acc: 0.8526 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3422 - acc: 0.8578 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3382 - acc: 0.8607 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3565 - acc: 0.8512 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3541 - acc: 0.8572 Epoch 5/10 4304/7200 [================>.............] - ETA: 0s - loss: 0.3342 - acc: 0.8627 Epoch 8/10 6640/7200 [==========================>...] - ETA: 0s - loss: 0.3449 - acc: 0.8604 7200/7200 [==============================] - 2s - loss: 0.3475 - acc: 0.8603 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3521 - acc: 0.8567 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3354 - acc: 0.8614 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3498 - acc: 0.8614 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3495 - acc: 0.8518 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3361 - acc: 0.8607 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3455 - acc: 0.8588 Epoch 8/10 1584/7200 [=====>........................] - ETA: 1s - loss: 0.3365 - acc: 0.8617 Epoch 8/10 4816/7200 [===================>..........] - ETA: 0s - loss: 0.3477 - acc: 0.8596Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3343 - acc: 0.8593 7200/7200 [==============================] - 2s - loss: 0.3456 - acc: 0.8600 5040/7200 [====================>.........] - ETA: 0s - loss: 0.3432 - acc: 0.8587Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3445 - acc: 0.8604 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3457 - acc: 0.8590 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3404 - acc: 0.8603 Epoch 10/10 2224/7200 [========>.....................] - ETA: 1s - loss: 0.3413 - acc: 0.8539Epoch 1/10 7200/7200 [==============================] - 4s - loss: 0.4330 - acc: 0.8193 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3406 - acc: 0.8639 7200/7200 [==============================] - 2s - loss: 0.3423 - acc: 0.8565 7200/7200 [==============================] - 2s - loss: 0.3648 - acc: 0.8504 Epoch 3/10 6272/7200 [=========================>....] - ETA: 0s - loss: 0.3586 - acc: 0.8546Epoch 1/10 7200/7200 [==============================] - 4s - loss: 0.4372 - acc: 0.8174 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3558 - acc: 0.8554 Epoch 4/10 3072/7200 [===========>..................] - ETA: 1s - loss: 0.3538 - acc: 0.8577Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3731 - acc: 0.8474 50 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3529 - acc: 0.8556 6 Epoch 5/10 7200/7200 [==============================] - 4s - loss: 0.4232 - acc: 0.8192 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3568 - acc: 0.8525 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3457 - acc: 0.8597 176/7200 [..............................] - ETA: 2s - loss: 0.4083 - acc: 0.8466Epoch 6/10 7200/7200 [==============================] - 4s - loss: 0.4435 - acc: 0.8147 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3675 - acc: 0.8485 Epoch 3/10 6304/7200 [=========================>....] - ETA: 0s - loss: 0.3420 - acc: 0.8637 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3452 - acc: 0.8621 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3729 - acc: 0.8454 3696/7200 [==============>...............] - ETA: 1s - loss: 0.3459 - acc: 0.8598Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3539 - acc: 0.8588 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3542 - acc: 0.8561 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3423 - acc: 0.8614 4576/7200 [==================>...........] - ETA: 0s - loss: 0.3510 - acc: 0.8573Epoch 8/10 6400/7200 [=========================>....] - ETA: 0s - loss: 0.3502 - acc: 0.8570 2592/7200 [=========>....................] - ETA: 1s - loss: 0.3544 - acc: 0.8534Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3504 - acc: 0.8572 Epoch 5/10 2608/7200 [=========>....................] - ETA: 1s - loss: 0.3479 - acc: 0.8566 Epoch 7/10 4992/7200 [===================>..........] - ETA: 0s - loss: 0.3552 - acc: 0.8596 1488/7200 [=====>........................] - ETA: 1s - loss: 0.3458 - acc: 0.8602Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3530 - acc: 0.8586 3360/7200 [=============>................] - ETA: 1s - loss: 0.3468 - acc: 0.8562Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3439 - acc: 0.8588 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3469 - acc: 0.8564 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3357 - acc: 0.8660 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3525 - acc: 0.8565 Epoch 6/10 16/7200 [..............................] - ETA: 1s - loss: 0.3983 - acc: 0.8125Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3422 - acc: 0.8589 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3371 - acc: 0.8629 7200/7200 [==============================] - 2s - loss: 0.3443 - acc: 0.8597 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3470 - acc: 0.8607 16/7200 [..............................] - ETA: 3s - loss: 0.4225 - acc: 0.8125Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3434 - acc: 0.8586 4976/7200 [===================>..........] - ETA: 0s - loss: 0.3457 - acc: 0.8627Epoch 10/10 1760/7200 [======>.......................] - ETA: 1s - loss: 0.3278 - acc: 0.8739Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3431 - acc: 0.8622 7200/7200 [==============================] - 2s - loss: 0.3476 - acc: 0.8607 Epoch 8/10 5312/7200 [=====================>........] - ETA: 0s - loss: 0.3320 - acc: 0.8611Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3397 - acc: 0.8621 7200/7200 [==============================] - 1s - loss: 0.3401 - acc: 0.8582 5440/7200 [=====================>........] - ETA: 0s - loss: 0.3496 - acc: 0.8590Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3459 - acc: 0.8600 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3392 - acc: 0.8601 12 7200/7200 [==============================] - 2s - loss: 0.3456 - acc: 0.8600 Epoch 10/10 7200/7200 [==============================] - 4s - loss: 0.4406 - acc: 0.8169 Epoch 2/10 5728/7200 [======================>.......] - ETA: 0s - loss: 0.3427 - acc: 0.8614Epoch 1/10 2624/7200 [=========>....................] - ETA: 0sss: 0.3414 - acc: 0.8628 6368/7200 [=========================>....] - ETA: 0s - loss: 0.3709 - acc: 0.8469Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3698 - acc: 0.8481 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3545 - acc: 0.8550 87 Epoch 4/10 7200/7200 [==============================] - 4s - loss: 0.4409 - acc: 0.8142 Epoch 2/10 1408/7200 [====>.........................] - ETA: 1s - loss: 0.3331 - acc: 0.8736Epoch 1/10 7200/7200 [==============================] - 4s - loss: 0.4598 - acc: 0.8072 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3507 - acc: 0.8586 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3696 - acc: 0.8440 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3652 - acc: 0.8519 6016/7200 [========================>.....] - ETA: 0s - loss: 0.3513 - acc: 0.8531Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3484 - acc: 0.8564 Epoch 6/10 1024/7200 [===>..........................] - ETA: 1s - loss: 0.3662 - acc: 0.8525 Epoch 4/10 7200/7200 [==============================] - 4s - loss: 0.4379 - acc: 0.8174 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3558 - acc: 0.8529 Epoch 4/10 4544/7200 [=================>............] - ETA: 0s - loss: 0.3690 - acc: 0.8440 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3516 - acc: 0.8568 Epoch 5/10 2576/7200 [=========>....................] - ETA: 1s - loss: 0.3472 - acc: 0.8591 Epoch 3/10 2064/7200 [=======>......................] - ETA: 1s - loss: 0.3764 - acc: 0.8459 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3431 - acc: 0.8631 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3482 - acc: 0.8572 1056/7200 [===>..........................] - ETA: 1s - loss: 0.3314 - acc: 0.8674Epoch 6/10 2864/7200 [==========>...................] - ETA: 1s - loss: 0.3478 - acc: 0.8579 5936/7200 [=======================>......] - ETA: 0s - loss: 0.3469 - acc: 0.8583Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3481 - acc: 0.8565 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3403 - acc: 0.8624 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3478 - acc: 0.8607 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3472 - acc: 0.8582 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3481 - acc: 0.8604 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3399 - acc: 0.8632 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3401 - acc: 0.8600 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3484 - acc: 0.8565 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3436 - acc: 0.8618 Epoch 8/10 4736/7200 [==================>...........] - ETA: 0s - loss: 0.3447 - acc: 0.8579 7200/7200 [==============================] - 2s - loss: 0.3424 - acc: 0.8622 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3431 - acc: 0.8588 Epoch 9/10 2208/7200 [========>.....................] - ETA: 1s - loss: 0.3377 - acc: 0.8601 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3423 - acc: 0.8596 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3400 - acc: 0.8628 Epoch 10/10 4480/7200 [=================>............] - ETA: 0sss: 0.3390 - acc: 0.8608 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3539 - acc: 0.85 5424/7200 [=====================>........] - ETA: 0s - loss: 0.3476 - acc: 0.8575Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3405 - acc: 0.8618 5248/7200 [====================>.........] - ETA: 0s - loss: 0.3410 - acc: 0.8601 7200/7200 [==============================] - 2s - loss: 0.3380 - acc: 0.8614 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3386 - acc: 0.8622 Epoch 10/10 3744/7200 [==============>...............] - ETA: 1s - loss: 0.3206 - acc: 0.8729Epoch 1/10 7200/7200 [==============================] - 4s - loss: 0.4426 - acc: 0.8118 Epoch 1/10 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3357 - acc: 0.8646 7200/7200 [==============================] - 2s - loss: 0.3710 - acc: 0.8447 0 Epoch 3/10 7200/7200 [==============================] - 4s - loss: 0.4301 - acc: 0.8196 Epoch 2/10 16/7200 [..............................] - ETA: 2s - loss: 0.3957 - acc: 0.9375 Epoch 4/10 7200/7200 [==============================] - 4s - loss: 0.4276 - acc: 0.8199 Epoch 2/10 832/7200 [==>...........................] - ETA: 2s - loss: 0.3930 - acc: 0.8425Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3683 - acc: 0.8492 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3533 - acc: 0.8564 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3710 - acc: 0.8503 Epoch 3/10 2720/7200 [==========>...................] - ETA: 5s - loss: 0.4668 - acc: 0.7985 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3545 - acc: 0.8547 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3563 - acc: 0.8575 Epoch 4/10 4272/7200 [================>.............] - ETA: 0s - loss: 0.3632 - acc: 0.8500 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3539 - acc: 0.8557 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3496 - acc: 0.8569 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3529 - acc: 0.8568 5984/7200 [=======================>......] - ETA: 0s - loss: 0.3810 - acc: 0.8436Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3764 - acc: 0.8462 1504/7200 [=====>........................] - ETA: 1s - loss: 0.3596 - acc: 0.8511Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3483 - acc: 0.8557 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3459 - acc: 0.8572 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3482 - acc: 0.8583 5840/7200 [=======================>......] - ETA: 0s - loss: 0.3590 - acc: 0.8562Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3611 - acc: 0.8550 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3481 - acc: 0.8628 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3454 - acc: 0.8593 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3451 - acc: 0.8621 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3581 - acc: 0.8549 Epoch 5/10 4576/7200 [==================>...........] - ETA: 0s - loss: 0.3512 - acc: 0.8562 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3442 - acc: 0.8601 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3464 - acc: 0.8571 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3515 - acc: 0.8540 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3442 - acc: 0.8594 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3427 - acc: 0.8606 7200/7200 [==============================] - 2s - loss: 0.3450 - acc: 0.8610 6096/7200 [========================>.....] - ETA: 0s - loss: 0.3543 - acc: 0.8558Epoch 9/10 1232/7200 [====>.........................] - ETA: 1s - loss: 0.3403 - acc: 0.8563 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3412 - acc: 0.8617 480/7200 [=>............................] - ETA: 2s - loss: 0.3004 - acc: 0.8771Epoch 10/10 2624/7200 [=========>....................] - ETA: 0sss: 0.3396 - acc: 0.8615 Epoch 10/10 1152/7200 [===>..........................] - ETA: 1s - loss: 0.3600 - acc: 0.8576 7008/7200 [============================>.] - ETA: 0s - loss: 0.3396 - acc: 0.8612Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3404 - acc: 0.8608 3744/7200 [==============>...............] - ETA: 1s - loss: 0.3528 - acc: 0.8568Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3398 - acc: 0.8639 7200/7200 [==============================] - 2s - loss: 0.3498 - acc: 0.8592 Epoch 9/10 1344/7200 [====>.........................] - ETA: 12s - loss: 0.5127 - acc: 0.7865Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3442 - acc: 0.8575 256/7200 [>.............................] - ETA: 1sEpoch 10/10 7200/7200 [==============================] - 4s - loss: 0.4231 - acc: 0.8189 Epoch 2/10 6880/7200 [===========================>..] - ETA: 0s - loss: 0.3441 - acc: 0.8613Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3444 - acc: 0.8612 8 7200/7200 [==============================] - 2s - loss: 0.3675 - acc: 0.8494 Epoch 3/10 7200/7200 [==============================] - 4s - loss: 0.4387 - acc: 0.8140 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3540 - acc: 0.8572 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3778 - acc: 0.8428 Epoch 3/10 1824/7200 [======>.......................] - ETA: 1s - loss: 0.3471 - acc: 0.8586Epoch 1/10 7200/7200 [==============================] - 4s - loss: 0.4570 - acc: 0.8082 Epoch 2/10 7088/7200 [============================>.] - ETA: 0s - loss: 0.3492 - acc: 0.8599 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3506 - acc: 0.8592 4992/7200 [===================>..........] - ETA: 0s - loss: 0.3727 - acc: 0.8464Epoch 5/10 2608/7200 [=========>....................] - ETA: 1s - loss: 0.3677 - acc: 0.8524 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3557 - acc: 0.8564 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3439 - acc: 0.8590 Epoch 6/10 7200/7200 [==============================] - 4s - loss: 0.4665 - acc: 0.8040 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3580 - acc: 0.8533 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3514 - acc: 0.8583 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3446 - acc: 0.8593 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3722 - acc: 0.8475 Epoch 3/10 2112/7200 [=======>......................] - ETA: 1s - loss: 0.3441 - acc: 0.8603 496/7200 [=>............................] - ETA: 2s - loss: 0.3659 - acc: 0.8448Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3483 - acc: 0.8538 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3442 - acc: 0.8593 5024/7200 [===================>..........] - ETA: 0s - loss: 0.3462 - acc: 0.8603Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3588 - acc: 0.8546 Epoch 4/10 368/7200 [>.............................] - ETA: 2s - loss: 0.4006 - acc: 0.8234 Epoch 6/10 4784/7200 [==================>...........] - ETA: 0s - loss: 0.3437 - acc: 0.8666 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3435 - acc: 0.8637 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3566 - acc: 0.8528 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3505 - acc: 0.8606 2624/7200 [=========>....................] - ETA: 1s - loss: 0.3302 - acc: 0.8632Epoch 7/10 1552/7200 [=====>........................] - ETA: 1s - loss: 0.3387 - acc: 0.8608Epoch 9/10 4464/7200 [=================>............] - ETA: 0s - loss: 0.3466 - acc: 0.8600 Epoch 10/10 6432/7200 [=========================>....] - ETA: 0s - loss: 0.3521 - acc: 0.8556 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3485 - acc: 0.8574 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3471 - acc: 0.8569 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3389 - acc: 0.8590 7200/7200 [==============================] - 2s - loss: 0.3496 - acc: 0.8626 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3416 - acc: 0.8600 7200/7200 [==============================] - 2s - loss: 0.3445 - acc: 0.8611 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3477 - acc: 0.8594 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3447 - acc: 0.8603 16/7200 [..............................] - ETA: 1sEpoch 10/10 3952/7200 [===============>..............] - ETA: 0s - loss: 0.3541 - acc: 0.8563Epoch 1/10 6336/7200 [=========================>....] - ETA: 0s - loss: 0.3444 - acc: 0.8605Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3452 - acc: 0.8610 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3438 - acc: 0.8610 7200/7200 [==============================] - 2s - loss: 0.3417 - acc: 0.8635 Epoch 10/10 7200/7200 [==============================] - 4s - loss: 0.4598 - acc: 0.8083 Epoch 2/10 7200/7200 [==============================] - 4s - loss: 0.4317 - acc: 0.8165 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3423 - acc: 0.8610 496/7200 [=>............................] - ETA: 2s - loss: 0.3134 - acc: 0.8750Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3648 - acc: 0.8533 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3639 - acc: 0.8525 Epoch 3/10 800/800 [==============================] - 2s 1s - loss: 0.3453 - acc: 0.85 7200/7200 [==============================] - 2s - loss: 0.3555 - acc: 0.8529 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3548 - acc: 0.8536 Epoch 4/10 4896/7200 [===================>..........] - ETA: 1s - loss: 0.4546 - acc: 0.8084Epoch 1/10 7200/7200 [==============================] - 4s - loss: 0.4336 - acc: 0.8169 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3504 - acc: 0.8551 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3541 - acc: 0.8550 3408/7200 [=============>................] - ETA: 1s - loss: 0.3768 - acc: 0.8413Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3665 - acc: 0.8475 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3450 - acc: 0.8567 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3475 - acc: 0.8582 Epoch 6/10 7200/7200 [==============================] - 4s - loss: 0.4251 - acc: 0.8232 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3589 - acc: 0.8524 3088/7200 [===========>..................] - ETA: 1s - loss: 0.3482 - acc: 0.8562Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3412 - acc: 0.8618 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3491 - acc: 0.8590 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3634 - acc: 0.8522 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3539 - acc: 0.8562 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3402 - acc: 0.8596 2336/7200 [========>.....................] - ETA: 1s - loss: 0.3550 - acc: 0.8502Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3436 - acc: 0.8619 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3554 - acc: 0.8526 1184/7200 [===>..........................] - ETA: 1s - loss: 0.3371 - acc: 0.8674Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3501 - acc: 0.8575 6800/7200 [===========================>..] - ETA: 0s - loss: 0.3410 - acc: 0.8612Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3416 - acc: 0.8610 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3429 - acc: 0.8593 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3469 - acc: 0.8599 Epoch 5/10 2368/7200 [========>.....................] - ETA: 1s - loss: 0.3325 - acc: 0.8590 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3476 - acc: 0.8571 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3390 - acc: 0.8614 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3334 - acc: 0.8625 7200/7200 [==============================] - 2s - loss: 0.3453 - acc: 0.8593 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3489 - acc: 0.8575 176/7200 [..............................] - ETA: 2s - loss: 0.3369 - acc: 0.8580Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3383 - acc: 0.8622 7200/7200 [==============================] - 2s - loss: 0.3430 - acc: 0.8571 Epoch 9/10 1824/7200 [======>.......................] - ETA: 0sss: 0.3435 - acc: 0.8601 Epoch 7/10 576/800 [====================>.........] - ETA: 0s0s - loss: 0.3392 - acc: 0.86Epoch 1/10 6880/7200 [===========================>..] - ETA: 0s - loss: 0.3424 - acc: 0.8599 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3416 - acc: 0.8607 4064/7200 [===============>..............] - ETA: 0sEpoch 8/10 3600/7200 [==============>...............] - ETA: 1s - loss: 0.3299 - acc: 0.8672Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3418 - acc: 0.8603 7200/7200 [==============================] - 2s - loss: 0.3396 - acc: 0.8601 Epoch 9/10 384/7200 [>.............................] - ETA: 45s - loss: 0.5877 - acc: 0.8255 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3378 - acc: 0.8606 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3583 - acc: 0.85 7200/7200 [==============================] - 2s - loss: 0.3615 - acc: 0.8526 Epoch 3/10 7200/7200 [==============================] - 4s - loss: 0.4290 - acc: 0.8211 Epoch 2/10 1952/7200 [=======>......................] - ETA: 1s - loss: 0.3584 - acc: 0.8607Epoch 1/10 3760/7200 [==============>...............] - ETA: 1s - loss: 0.3609 - acc: 0.8556 7200/7200 [==============================] - 2s - loss: 0.3536 - acc: 0.8582 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3678 - acc: 0.8489 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3501 - acc: 0.8585 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3569 - acc: 0.8540 Epoch 4/10 7200/7200 [==============================] - 4s - loss: 0.4250 - acc: 0.8171 Epoch 2/10 2352/7200 [========>.....................] - ETA: 1s - loss: 0.3682 - acc: 0.8520Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3443 - acc: 0.8607 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3486 - acc: 0.8586 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3563 - acc: 0.8525 4704/7200 [==================>...........] - ETA: 0s - loss: 0.3291 - acc: 0.8650Epoch 3/10 2032/7200 [=======>......................] - ETA: 8s - loss: 0.4933 - acc: 0.7795 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3453 - acc: 0.8582 Epoch 6/10 6624/7200 [==========================>...] - ETA: 0s - loss: 0.4381 - acc: 0.8099 5136/7200 [====================>.........] - ETA: 0s - loss: 0.3483 - acc: 0.8577Epoch 4/10 5648/7200 [======================>.......] - ETA: 0s - loss: 0.3420 - acc: 0.8614 Epoch 2/10 4096/7200 [================>.............] - ETA: 1s - loss: 0.3412 - acc: 0.8611 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3470 - acc: 0.8561 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3442 - acc: 0.8629 2000/7200 [=======>......................] - ETA: 1s - loss: 0.3523 - acc: 0.8515Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3630 - acc: 0.8483 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3375 - acc: 0.8614 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3437 - acc: 0.8576 4272/7200 [================>.............] - ETA: 0s - loss: 0.3426 - acc: 0.8593Epoch 8/10 6608/7200 [==========================>...] - ETA: 0s - loss: 0.3539 - acc: 0.8538 Epoch 6/10 656/7200 [=>............................] - ETA: 2s - loss: 0.3261 - acc: 0.8643 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3357 - acc: 0.8621 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3398 - acc: 0.8604 4736/7200 [==================>...........] - ETA: 0s - loss: 0.3308 - acc: 0.8693Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3381 - acc: 0.8589 1920/7200 [=======>......................] - ETA: 1s - loss: 0.3329 - acc: 0.8656Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3509 - acc: 0.8585 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3420 - acc: 0.8597 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3358 - acc: 0.8625 6784/7200 [===========================>..] - ETA: 0s - loss: 0.3481 - acc: 0.8569Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3479 - acc: 0.8569 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3396 - acc: 0.8601 5264/7200 [====================>.........] - ETA: 0s - loss: 0.3427 - acc: 0.8604Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3315 - acc: 0.8668 7200/7200 [==============================] - 2s - loss: 0.3454 - acc: 0.8565 Epoch 9/10 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3312 - acc: 0.8643 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3438 - acc: 0.8610 Epoch 8/10 6944/7200 [===========================>..] - ETA: 0s - loss: 0.4234 - acc: 0.8206Epoch 1/10 5168/7200 [====================>.........] - ETA: 0s - loss: 0.3446 - acc: 0.8609 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3392 - acc: 0.8629 7200/7200 [==============================] - 2s - loss: 0.3307 - acc: 0.8617 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3614 - acc: 0.8529 Epoch 3/10 2128/7200 [=======>......................] - ETA: 7s - loss: 0.4992 - acc: 0.7796 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3526 - acc: 0.8568 Epoch 4/10 7200/7200 [==============================] - 4s - loss: 0.4297 - acc: 0.8171 Epoch 2/10 6464/7200 [=========================>....] - ETA: 0s - loss: 0.3405 - acc: 0.8620Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3372 - acc: 0.8646 7200/7200 [==============================] - 2s - loss: 0.3473 - acc: 0.8558 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3600 - acc: 0.8501 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3420 - acc: 0.8604 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3493 - acc: 0.8560 Epoch 4/10 5280/7200 [=====================>........] - ETA: 0s - loss: 0.3421 - acc: 0.8598Epoch 1/10 7200/7200 [==============================] - 4s - loss: 0.4284 - acc: 0.8206 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3433 - acc: 0.8589 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3457 - acc: 0.8586 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3630 - acc: 0.8539 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3397 - acc: 0.8608 Epoch 8/10 4928/7200 [===================>..........] - ETA: 0s - loss: 0.3347 - acc: 0.8638 Epoch 6/10 6816/7200 [===========================>..] - ETA: 0s - loss: 0.4269 - acc: 0.8207 Epoch 4/10 7200/7200 [==============================] - 4s - loss: 0.4262 - acc: 0.8206 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3378 - acc: 0.8637 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3428 - acc: 0.8578 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3348 - acc: 0.8612 7104/7200 [============================>.] - ETA: 0s - loss: 0.3473 - acc: 0.8570Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3466 - acc: 0.8578 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3614 - acc: 0.8528 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3413 - acc: 0.8600 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3341 - acc: 0.8651 7200/7200 [==============================] - 2s - loss: 0.3448 - acc: 0.8572 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3506 - acc: 0.8553 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3364 - acc: 0.8626 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3419 - acc: 0.8583 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3452 - acc: 0.8574 Epoch 5/10 4160/7200 [================>.............] - ETA: 1s - loss: 0.3278 - acc: 0.8618Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3340 - acc: 0.8619 5712/7200 [======================>.......] - ETA: 0s - loss: 0.3361 - acc: 0.8626Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3382 - acc: 0.8607 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3421 - acc: 0.8575 Epoch 6/10 928/7200 [==>...........................] - ETA: 18s - loss: 0.5505 - acc: 0.7802 7200/7200 [==============================] - 2s - loss: 0.3394 - acc: 0.8624 2688/7200 [==========>...................] - ETA: 5s - loss: 0.4697 - acc: 0.8036Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3401 - acc: 0.8597 304/7200 [>.............................] - ETA: 2s - loss: 0.3209 - acc: 0.8618Epoch 7/10 7200/7200 [==============================] - 4s - loss: 0.4238 - acc: 0.8214 Epoch 2/10 2672/7200 [==========>...................] - ETA: 0sss: 0.3352 - acc: 0.8603 Epoch 10/10 336/7200 [>.............................] - ETA: 2s - loss: 0.3773 - acc: 0.8214 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3620 - acc: 0.85 7200/7200 [==============================] - 2s - loss: 0.3624 - acc: 0.8512 Epoch 3/10 1200/7200 [====>.........................] - ETA: 1s - loss: 0.3625 - acc: 0.8492Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3345 - acc: 0.8621 7200/7200 [==============================] - 2s - loss: 0.3362 - acc: 0.8624 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3546 - acc: 0.8544 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3333 - acc: 0.8635 288/7200 [>.............................] - ETA: 1sEpoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3461 - acc: 0.8590 Epoch 5/10 7200/7200 [==============================] - 4s - loss: 0.4305 - acc: 0.8204 Epoch 2/10 1520/7200 [=====>........................] - ETA: 1s - loss: 0.3657 - acc: 0.8454Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3294 - acc: 0.8637 7200/7200 [==============================] - 2s - loss: 0.3473 - acc: 0.8589 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3642 - acc: 0.8488 Epoch 3/10 2512/7200 [=========>....................] - ETA: 1s - loss: 0.3461 - acc: 0.8599 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3510 - acc: 0.8551 Epoch 4/10 6800/7200 [===========================>..] - ETA: 0s - loss: 0.3379 - acc: 0.8619Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3417 - acc: 0.8607 Epoch 8/10 7200/7200 [==============================] - 5s - loss: 0.4321 - acc: 0.8164 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3477 - acc: 0.8575 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3382 - acc: 0.8585 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3614 - acc: 0.8521 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3458 - acc: 0.8600 6960/7200 [============================>.] - ETA: 0s - loss: 0.3378 - acc: 0.8628Epoch 6/10 4544/7200 [=================>............] - ETA: 0s - loss: 0.3588 - acc: 0.8574 Epoch 10/10 6208/7200 [========================>.....] - ETA: 0s - loss: 0.3601 - acc: 0.8539 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3539 - acc: 0.8568 992/7200 [===>..........................] - ETA: 1s - loss: 0.3618 - acc: 0.8438Epoch 4/10 6720/7200 [===========================>..] - ETA: 0s - loss: 0.3424 - acc: 0.8618 7200/7200 [==============================] - 2s - loss: 0.3435 - acc: 0.8614 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3653 - acc: 0.8494 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3501 - acc: 0.8589 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3433 - acc: 0.8588 5344/7200 [=====================>........] - ETA: 0s - loss: 0.3625 - acc: 0.8550Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3570 - acc: 0.8562 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3444 - acc: 0.8624 Epoch 6/10 3248/7200 [============>.................] - ETA: 1s - loss: 0.3356 - acc: 0.8701Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3387 - acc: 0.8615 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3512 - acc: 0.8590 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3422 - acc: 0.8612 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3373 - acc: 0.8633 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3480 - acc: 0.8594 1728/7200 [======>.......................] - ETA: 1s - loss: 0.3268 - acc: 0.8686Epoch 6/10 1200/7200 [====>.........................] - ETA: 2s - loss: 0.3188 - acc: 0.8650 Epoch 8/10 7200/7200 [==============================] - 4s - loss: 0.4246 - acc: 0.8219 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3362 - acc: 0.8647 7200/7200 [==============================] - 2s - loss: 0.3456 - acc: 0.8585 4032/7200 [===============>..............] - ETA: 0s - loss: 0.3664 - acc: 0.8482Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3374 - acc: 0.8621 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3573 - acc: 0.8528 Epoch 3/10 4992/7200 [===================>..........] - ETA: 0s - loss: 0.3442 - acc: 0.8590 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3357 - acc: 0.8615 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3513 - acc: 0.8575 Epoch 4/10 4560/7200 [==================>...........] - ETA: 0s - loss: 0.3424 - acc: 0.8526Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3407 - acc: 0.8581 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3433 - acc: 0.8565 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3344 - acc: 0.8660 7200/7200 [==============================] - 2s - loss: 0.3406 - acc: 0.8635 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3405 - acc: 0.8597 656/7200 [=>............................] - ETA: 2s - loss: 0.3460 - acc: 0.8521Epoch 6/10 7200/7200 [==============================] - 4s - loss: 0.4360 - acc: 0.8150 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3372 - acc: 0.8629 7200/7200 [==============================] - 2s - loss: 0.3376 - acc: 0.8606 Epoch 7/10 2608/7200 [=========>....................] - ETA: 1s - loss: 0.3701 - acc: 0.8485Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3667 - acc: 0.8493 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3344 - acc: 0.8629 880/7200 [==>...........................] - ETA: 1s - loss: 0.3192 - acc: 0.8807Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3572 - acc: 0.8536 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3350 - acc: 0.8617 Epoch 9/10 624/7200 [=>............................] - ETA: 2s - loss: 0.3291 - acc: 0.8702Epoch 1/10 7200/7200 [==============================] - 4s - loss: 0.4223 - acc: 0.8200 3216/7200 [============>.................] - ETA: 1s - loss: 0.3393 - acc: 0.8691Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3300 - acc: 0.8635 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3527 - acc: 0.8581 3760/7200 [==============>...............] - ETA: 1s - loss: 0.3534 - acc: 0.8559Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3617 - acc: 0.8526 3360/7200 [=============>................] - ETA: 1s - loss: 0.3497 - acc: 0.8619Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3278 - acc: 0.8626 7200/7200 [==============================] - 2s - loss: 0.3484 - acc: 0.8585 5760/7200 [=======================>......] - ETA: 1s - loss: 0.4340 - acc: 0.8174Epoch 6/10 1232/7200 [====>.........................] - ETA: 2s - loss: 0.2918 - acc: 0.8880 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3527 - acc: 0.8549 2208/7200 [========>.....................] - ETA: 1s - loss: 0.3586 - acc: 0.8528Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3443 - acc: 0.8599 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3625 - acc: 0.8526 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3478 - acc: 0.8562 Epoch 5/10 4848/7200 [===================>..........] - ETA: 0s - loss: 0.3477 - acc: 0.8577Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3441 - acc: 0.8597 Epoch 8/10 640/7200 [=>............................] - ETA: 2s - loss: 0.3469 - acc: 0.8547 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3422 - acc: 0.8614 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3432 - acc: 0.8586 4112/7200 [================>.............] - ETA: 0s - loss: 0.3451 - acc: 0.8585Epoch 9/10 2160/7200 [========>.....................] - ETA: 7s - loss: 0.4951 - acc: 0.7819 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3438 - acc: 0.8594 Epoch 7/10 7200/7200 [==============================] - 4s - loss: 0.4247 - acc: 0.8208 Epoch 2/10 2544/7200 [=========>....................] - ETA: 1s - loss: 0.3620 - acc: 0.8491 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3405 - acc: 0.8614 Epoch 6/10 6400/7200 [=========================>....] - ETA: 0s - loss: 0.3612 - acc: 0.8498 Epoch 8/10 7200/7200 [==============================] - 2s - loss: 0.3603 - acc: 0.8500 Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3419 - acc: 0.8601 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3394 - acc: 0.8624 7200/7200 [==============================] - 2s - loss: 0.3376 - acc: 0.8624 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3514 - acc: 0.8546 Epoch 4/10 3392/7200 [=============>................] - ETA: 1s - loss: 0.3445 - acc: 0.8597Epoch 8/10 16/7200 [..............................] - ETA: 1s 3440/7200 [=============>................] - ETA: 1s - loss: 0.3395 - acc: 0.8599 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3345 - acc: 0.8619 Epoch 10/10 2928/7200 [===========>..................] - ETA: 1s - loss: 0.3371 - acc: 0.8726Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3381 - acc: 0.8614 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3431 - acc: 0.8600 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3342 - acc: 0.8633 7200/7200 [==============================] - 2s - loss: 0.3347 - acc: 0.8625 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3415 - acc: 0.8594 Epoch 7/10 7200/7200 [==============================] - 4s - loss: 0.4213 - acc: 0.8263 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3317 - acc: 0.8644 7200/7200 [==============================] - 2s - loss: 0.3389 - acc: 0.8589 Epoch 8/10 1552/7200 [=====>........................] - ETA: 1s - loss: 0.3223 - acc: 0.8731Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3593 - acc: 0.8501 Epoch 3/10 5840/7200 [=======================>......] - ETA: 0s - loss: 0.3355 - acc: 0.8627 7200/7200 [==============================] - 2s - loss: 0.3369 - acc: 0.8640 Epoch 9/10 6432/7200 [=========================>....] - ETA: 0s - loss: 0.3479 - acc: 0.8562Epoch 1/10 7200/7200 [==============================] - 2s - loss: 0.3483 - acc: 0.8574 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3346 - acc: 0.8646 Epoch 10/10 7200/7200 [==============================] - 4s - loss: 0.4239 - acc: 0.8218 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3357 - acc: 0.8597 7200/7200 [==============================] - 2s - loss: 0.3416 - acc: 0.8597 0 Epoch 5/10 7200/7200 [==============================] - 3s - loss: 0.4726 - acc: 0.7964 Epoch 2/10 7200/7200 [==============================] - 2s - loss: 0.3626 - acc: 0.8521 Epoch 3/10 2880/7200 [===========>..................] - ETA: 1s - loss: 0.3655 - acc: 0.8469 7200/7200 [==============================] - 1s - loss: 0.4077 - acc: 0.8262 6976/7200 [============================>.] - ETA: 0s - loss: 0.3404 - acc: 0.8622Epoch 3/10 7200/7200 [==============================] - 2s - loss: 0.3386 - acc: 0.8629 Epoch 6/10 6480/7200 [==========================>...] - ETA: 0s - loss: 0.3577 - acc: 0.8531 Epoch 4/10 7200/7200 [==============================] - 2s - loss: 0.3545 - acc: 0.8549 Epoch 4/10 5488/7200 [=====================>........] - ETA: 0s - loss: 0.3324 - acc: 0.8652Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3724 - acc: 0.8476 Epoch 5/10 7200/7200 [==============================] - 2s - loss: 0.3372 - acc: 0.8621 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3661 - acc: 0.8490 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3461 - acc: 0.8588 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3586 - acc: 0.8533 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3333 - acc: 0.8628 Epoch 8/10 7200/7200 [==============================] - 3s - loss: 0.4871 - acc: 0.7922 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3576 - acc: 0.8536 Epoch 8/10 1440/7200 [=====>........................] - ETA: 0s - loss: 0.3819 - acc: 0.8451 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.4072 - acc: 0.8269 Epoch 3/10 6496/7200 [==========================>...] - ETA: 0s - loss: 0.3314 - acc: 0.8633 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3355 - acc: 0.8611 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3777 - acc: 0.8446 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3541 - acc: 0.8551 Epoch 10/10 7200/7200 [==============================] - 2s - loss: 0.3428 - acc: 0.8622 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3663 - acc: 0.8500 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3536 - acc: 0.8533 7200/7200 [==============================] - 2s - loss: 0.3313 - acc: 0.8639 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3585 - acc: 0.8550 Epoch 6/10 7200/7200 [==============================] - 2s - loss: 0.3418 - acc: 0.8590 Epoch 8/10 16/7200 [..............................] - ETA: 2s - loss: 0.1475 - acc: 1.0000 Epoch 7/10 7200/7200 [==============================] - 2s - loss: 0.3291 - acc: 0.8650 7200/7200 [==============================] - 1s - loss: 0.3523 - acc: 0.8575 Epoch 8/10 4992/7200 [===================>..........] - ETA: 0s - loss: 0.3492 - acc: 0.8566Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3552 - acc: 0.8557 Epoch 9/10 7200/7200 [==============================] - 2s - loss: 0.3390 - acc: 0.8594 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3561 - acc: 0.8562 Epoch 10/10 800/800 [==============================] - 2s 0s - loss: 0.3352 - acc: 0.86 7200/7200 [==============================] - 0s - loss: 0.3546 - acc: 0.8551 7200/7200 [==============================] - 2s - loss: 0.3398 - acc: 0.8621 6128/7200 [========================>.....] - ETA: 0sEpoch 10/10 7200/7200 [==============================] - 3s - loss: 0.4806 - acc: 0.7982 Epoch 2/10 2672/7200 [==========>...................] - ETA: 1s - loss: 0.3343 - acc: 0.8604Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4083 - acc: 0.8285 4576/7200 [==================>...........] - ETA: 0sEpoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.86 7200/7200 [==============================] - 2s - loss: 0.3361 - acc: 0.8629 5792/7200 [=======================>......] - ETA: 0s - loss: 0.3836 - acc: 0.8467Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3885 - acc: 0.8442 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3799 - acc: 0.8453 Epoch 5/10 2912/7200 [===========>..................] - ETA: 0s - loss: 0.3758 - acc: 0.8499 16/800 [..............................] - ETA: 106sEpoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3724 - acc: 0.8478 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.4034 - acc: 0.8325 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3654 - acc: 0.8511 3712/7200 [==============>...............] - ETA: 0s - loss: 0.3904 - acc: 0.8359Epoch 7/10 4704/7200 [==================>...........] - ETA: 0s - loss: 0.3823 - acc: 0.8416 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3785 - acc: 0.8449 3584/7200 [=============>................] - ETA: 0s - loss: 0.3620 - acc: 0.8507Epoch 4/10 320/7200 [>.............................] - ETA: 1s - loss: 0.3455 - acc: 0.8438Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3654 - acc: 0.8493 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.4179 - acc: 0.8190 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3648 - acc: 0.8475 Epoch 5/10 2688/7200 [==========>...................] - ETA: 0s - loss: 0.3520 - acc: 0.8504 6944/7200 [===========================>..] - ETA: 0s - loss: 0.3916 - acc: 0.8414Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3907 - acc: 0.8417 Epoch 4/10 4896/7200 [===================>..........] - ETA: 0s - loss: 0.3858 - acc: 0.8462 Epoch 6/10 1984/7200 [=======>......................] - ETA: 0s - loss: 0.3224 - acc: 0.8690 32/7200 [..............................] - ETA: 601s - loss: 0.6874 - acc: 0.5938Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3620 - acc: 0.8517 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3514 - acc: 0.8535 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3699 - acc: 0.8496 7200/7200 [==============================] - 3s - loss: 0.4777 - acc: 0.7989 Epoch 6/10 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3585 - acc: 0.8503 7200/7200 [==============================] - 1s - loss: 0.3514 - acc: 0.8536 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3665 - acc: 0.8519 1312/7200 [====>.........................] - ETA: 0s - loss: 0.3496 - acc: 0.8552Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.4037 - acc: 0.8278 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3491 - acc: 0.8565 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3635 - acc: 0.8506 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3867 - acc: 0.8432 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3628 - acc: 0.85 7200/7200 [==============================] - 1s - loss: 0.3461 - acc: 0.8558 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3602 - acc: 0.8531 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3762 - acc: 0.8465 Epoch 5/10 864/7200 [==>...........................] - ETA: 1s - loss: 0.3500 - acc: 0.8611Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3585 - acc: 0.8554 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3464 - acc: 0.8553 7200/7200 [==============================] - 1s - loss: 0.3713 - acc: 0.8483 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3587 - acc: 0.8517 7200/7200 [==============================] - 1s - loss: 0.3635 - acc: 0.8561 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3648 - acc: 0.8525 Epoch 8/10 7200/7200 [==============================] - 3s - loss: 0.4992 - acc: 0.7988 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.4253 - acc: 0.81 7200/7200 [==============================] - 1s - loss: 0.3556 - acc: 0.8565 Epoch 9/10 5024/7200 [===================>..........] - ETA: 0s - loss: 0.4170 - acc: 0.8258Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4128 - acc: 0.8288 3200/7200 [============>.................] - ETA: 0s - loss: 0.3629 - acc: 0.8503Epoch 3/10 5376/7200 [=====================>........] - ETA: 0s - loss: 0.3589 - acc: 0.8508Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3612 - acc: 0.8531 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3816 - acc: 0.8435 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3531 - acc: 0.8556 7200/7200 [==============================] - 1s - loss: 0.3693 - acc: 0.8515 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3640 - acc: 0.8510 Epoch 6/10 2816/7200 [==========>...................] - ETA: 0s - loss: 0.3601 - acc: 0.8505 Epoch 2/10 5408/7200 [=====================>........] - ETA: 0s - loss: 0.3680 - acc: 0.8445 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3589 - acc: 0.8515 Epoch 7/10 3072/7200 [===========>..................] - ETA: 0s - loss: 0.3515 - acc: 0.8532 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.4023 - acc: 0.8329 Epoch 3/10 6272/7200 [=========================>....] - ETA: 0s - loss: 0.3542 - acc: 0.8546Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3566 - acc: 0.8531 4128/7200 [================>.............] - ETA: 0s - loss: 0.3820 - acc: 0.8435Epoch 8/10 3200/7200 [============>.................] - ETA: 0s - loss: 0.3465 - acc: 0.8609 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3750 - acc: 0.8453 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3533 - acc: 0.8572 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3712 - acc: 0.8475 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3626 - acc: 0.8508 3712/7200 [==============>...............] - ETA: 0s - loss: 0.3591 - acc: 0.8473Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3503 - acc: 0.8543 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3561 - acc: 0.8510 3616/7200 [==============>...............] - ETA: 0s - loss: 0.3608 - acc: 0.8532Epoch 6/10 3936/7200 [===============>..............] - ETA: 0s - loss: 0.3575 - acc: 0.8547 448/7200 [>.............................] - ETA: 0s - loss: 0.3947 - acc: 0.8415Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3516 - acc: 0.8554 7200/7200 [==============================] - 3s - loss: 0.5016 - acc: 0.7962 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3548 - acc: 0.8550 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3584 - acc: 0.8547 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3503 - acc: 0.8557 Epoch 8/10 672/7200 [=>............................] - ETA: 1s - loss: 0.3547 - acc: 0.8571 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3600 - acc: 0.8521 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3505 - acc: 0.8557 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3872 - acc: 0.8425 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3532 - acc: 0.8533 Epoch 9/10 5056/7200 [====================>.........] - ETA: 0s - loss: 0.3655 - acc: 0.8534Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3499 - acc: 0.8560 5376/7200 [=====================>........] - ETA: 0s - loss: 0.3685 - acc: 0.8521Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3723 - acc: 0.8497 6016/7200 [========================>.....] - ETA: 0s - loss: 0.3558 - acc: 0.8497Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3591 - acc: 0.8503 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3472 - acc: 0.8579 7200/7200 [==============================] - 1s - loss: 0.3666 - acc: 0.8486 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3509 - acc: 0.8540 7200/7200 [==============================] - 1s - loss: 0.3611 - acc: 0.8532 Epoch 7/10 7200/7200 [==============================] - 3s - loss: 0.4871 - acc: 0.7929 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3613 - acc: 0.8507 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.4078 - acc: 0.8268 Epoch 3/10 32/7200 [..............................] - ETA: 1s - loss: 0.3320 - acc: 0.9062Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3585 - acc: 0.8544 Epoch 9/10 3520/7200 [=============>................] - ETA: 0s - loss: 0.3646 - acc: 0.8483Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3776 - acc: 0.8449 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3541 - acc: 0.8558 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3648 - acc: 0.8501 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3546 - acc: 0.8547 7200/7200 [==============================] - 1s - loss: 0.3588 - acc: 0.8540 5632/7200 [======================>.......] - ETA: 0s - loss: 0.5036 - acc: 0.8013Epoch 6/10 7200/7200 [==============================] - 3s - loss: 0.4907 - acc: 0.8000 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3562 - acc: 0.8549 Epoch 7/10 7200/7200 [==============================] - 3s - loss: 0.5029 - acc: 0.7974 6912/7200 [===========================>..] - ETA: 0s - loss: 0.4086 - acc: 0.8219Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4085 - acc: 0.8222 Epoch 3/10 6048/7200 [========================>.....] - ETA: 0sss: 0.3519 - acc: 0.8575 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.4147 - acc: 0.8257 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3824 - acc: 0.8424 Epoch 4/10 3616/7200 [==============>...............] - ETA: 0s - loss: 0.4041 - acc: 0.8321Epoch 1/10 5920/7200 [=======================>......] - ETA: 0s - loss: 0.3939 - acc: 0.8365 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3666 - acc: 0.8474 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3891 - acc: 0.8392 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3540 - acc: 0.8571 Epoch 10/10 6176/7200 [========================>.....] - ETA: 0s - loss: 0.3758 - acc: 0.8486 Epoch 6/10 1088/7200 [===>..........................] - ETA: 0s - loss: 0.3591 - acc: 0.8594 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3546 - acc: 0.8547 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3702 - acc: 0.8483 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3536 - acc: 0.8575 6176/7200 [========================>.....] - ETA: 0s - loss: 0.5002 - acc: 0.7910Epoch 8/10 7200/7200 [==============================] - 3s - loss: 0.4880 - acc: 0.7947 5312/7200 [=====================>........] - ETA: 0s - loss: 0.3655 - acc: 0.8468Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3658 - acc: 0.8476 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3542 - acc: 0.8581 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.4058 - acc: 0.8314 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3638 - acc: 0.8501 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3833 - acc: 0.84 7200/7200 [==============================] - 1s - loss: 0.3508 - acc: 0.8593 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3754 - acc: 0.8472 Epoch 1/10 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3595 - acc: 0.8535 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3494 - acc: 0.8601 7200/7200 [==============================] - 1s - loss: 0.3642 - acc: 0.8512 5472/7200 [=====================>........] - ETA: 0s - loss: 0.3624 - acc: 0.8498Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3568 - acc: 0.8528 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3579 - acc: 0.8550 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3576 - acc: 0.8531 7200/7200 [==============================] - 1s - loss: 0.3538 - acc: 0.8546 Epoch 7/10 7200/7200 [==============================] - 3s - loss: 0.4878 - acc: 0.7929 Epoch 2/10 4288/7200 [================>.............] - ETA: 0s - loss: 0.3362 - acc: 0.8643Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3504 - acc: 0.8561 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.4182 - acc: 0.8201 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3523 - acc: 0.8585 5632/7200 [======================>.......] - ETA: 0s - loss: 0.3981 - acc: 0.8391Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3908 - acc: 0.8428 Epoch 4/10 896/7200 [==>...........................] - ETA: 1s - loss: 0.3975 - acc: 0.8337Epoch 1/10 32/7200 [..............................] - ETA: 603s - loss: 0.7064 - acc: 0.4375 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3768 - acc: 0.8476 Epoch 5/10 6656/7200 [==========================>...] - ETA: 0s - loss: 0.3493 - acc: 0.8568 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3497 - acc: 0.8568 1888/7200 [======>.......................] - ETA: 0s - loss: 0.4068 - acc: 0.8369 Epoch 6/10 4544/7200 [=================>............] - ETA: 0s - loss: 0.3666 - acc: 0.8537 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3668 - acc: 0.8519 Epoch 7/10 7200/7200 [==============================] - 3s - loss: 0.4915 - acc: 0.7937 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3759 - acc: 0.8479 928/7200 [==>...........................] - ETA: 1s - loss: 0.4075 - acc: 0.8244Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3638 - acc: 0.8489 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.4088 - acc: 0.8240 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3639 - acc: 0.8518 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3609 - acc: 0.8510 Epoch 9/10 5024/7200 [===================>..........] - ETA: 0s - loss: 0.3783 - acc: 0.8457Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3597 - acc: 0.8543 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3828 - acc: 0.8431 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3593 - acc: 0.8549 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3559 - acc: 0.8515 2464/7200 [=========>....................] - ETA: 0s - loss: 0.3685 - acc: 0.8429Epoch 7/10 3168/7200 [============>.................] - ETA: 0s - loss: 0.3616 - acc: 0.8491 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3582 - acc: 0.8525 7200/7200 [==============================] - 0s - loss: 0.3571 - acc: 0.8550 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3602 - acc: 0.8515 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3517 - acc: 0.8569 5216/7200 [====================>.........] - ETA: 0s - loss: 0.3536 - acc: 0.8516Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3587 - acc: 0.8507 Epoch 7/10 7200/7200 [==============================] - 3s - loss: 0.4817 - acc: 0.7965 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3543 - acc: 0.8542 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3587 - acc: 0.8490 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.4126 - acc: 0.8240 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3496 - acc: 0.8608 6176/7200 [========================>.....] - ETA: 0s - loss: 0.3540 - acc: 0.8562Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3581 - acc: 0.8546 6240/7200 [=========================>....] - ETA: 0s - loss: 0.3910 - acc: 0.8399Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3889 - acc: 0.8411 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3560 - acc: 0.8535 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3708 - acc: 0.8497 Epoch 5/10 1984/7200 [=======>......................] - ETA: 0sss: 0.3521 - acc: 0.8574 7200/7200 [==============================] - 1s - loss: 0.3603 - acc: 0.8525 Epoch 6/10 4992/7200 [===================>..........] - ETA: 1s - loss: 0.5503 - acc: 0.7810Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3583 - acc: 0.8528 Epoch 7/10 7200/7200 [==============================] - 3s - loss: 0.5133 - acc: 0.7906 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3546 - acc: 0.8562 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.4023 - acc: 0.8328 736/7200 [==>...........................] - ETA: 0s - loss: 0.3904 - acc: 0.8451Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3532 - acc: 0.8553 6944/7200 [===========================>..] - ETA: 0s - loss: 0.3740 - acc: 0.8456Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3753 - acc: 0.8450 Epoch 4/10 Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3497 - acc: 0.8542 Epoch 10/10 32/7200 [..............................] - ETA: 0s - loss: 0.3963 - acc: 0.8125 6944/7200 [===========================>..] - ETA: 0s - loss: 0.4776 - acc: 0.7941Epoch 5/10 352/7200 [>.............................] - ETA: 1s - loss: 0.3607 - acc: 0.8466 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3500 - acc: 0.8551 7200/7200 [==============================] - 1s - loss: 0.3949 - acc: 0.8399 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3563 - acc: 0.8507 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3724 - acc: 0.8496 4800/7200 [===================>..........] - ETA: 1s - loss: 0.4892 - acc: 0.7967Epoch 4/10 416/7200 [>.............................] - ETA: 0s - loss: 0.4082 - acc: 0.8293 Epoch 7/10 7200/7200 [==============================] - 3s - loss: 0.4663 - acc: 0.8013 2528/7200 [=========>....................] - ETA: 0s - loss: 0.3766 - acc: 0.8445Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3652 - acc: 0.8490 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3508 - acc: 0.8546 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.4128 - acc: 0.8251 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3630 - acc: 0.8503 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3506 - acc: 0.8558 1856/7200 [======>.......................] - ETA: 0s - loss: 0.3560 - acc: 0.8583Epoch 9/10 6464/7200 [=========================>....] - ETA: 0s - loss: 0.3973 - acc: 0.8261Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3969 - acc: 0.8265 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3618 - acc: 0.8543 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3504 - acc: 0.8556 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3889 - acc: 0.8332 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3551 - acc: 0.8535 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3478 - acc: 0.8576 7200/7200 [==============================] - 1s - loss: 0.3814 - acc: 0.8417 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3572 - acc: 0.8528 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3559 - acc: 0.8529 7200/7200 [==============================] - 1s - loss: 0.3729 - acc: 0.8489 Epoch 10/10 Epoch 7/10 384/7200 [>.............................] - ETA: 1s - loss: 0.3396 - acc: 0.8594 Epoch 2/10 7104/7200 [============================>.] - ETA: 0s - loss: 0.3600 - acc: 0.8530 7200/7200 [==============================] - 1s - loss: 0.3626 - acc: 0.8519 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.4103 - acc: 0.8268 Epoch 3/10 4416/7200 [=================>............] - ETA: 0s - loss: 0.3713 - acc: 0.8490Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3591 - acc: 0.8551 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3898 - acc: 0.8372 Epoch 4/10 1216/7200 [====>.........................] - ETA: 0sss: 0.3528 - acc: 0.8597 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3734 - acc: 0.8482 Epoch 5/10 5824/7200 [=======================>......] - ETA: 0s - loss: 0.3624 - acc: 0.8534Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3528 - acc: 0.8540 7200/7200 [==============================] - 1s - loss: 0.3610 - acc: 0.8517 Epoch 6/10 7200/7200 [==============================] - 3s - loss: 0.4717 - acc: 0.8010 Epoch 2/10 2080/7200 [=======>......................] - ETA: 0s - loss: 0.4124 - acc: 0.8260 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.4025 - acc: 0.8297 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3509 - acc: 0.8597 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3751 - acc: 0.8486 Epoch 4/10 7200/7200 [==============================] - 3s - loss: 0.4640 - acc: 0.8031 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3521 - acc: 0.8554 Epoch 9/10 736/7200 [==>...........................] - ETA: 0s - loss: 0.3902 - acc: 0.8370Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3629 - acc: 0.8497 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3960 - acc: 0.8340 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3506 - acc: 0.8576 Epoch 10/10 3712/7200 [==============>...............] - ETA: 0s - loss: 0.3465 - acc: 0.8580 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3690 - acc: 0.8508 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3452 - acc: 0.8608 7200/7200 [==============================] - 1s - loss: 0.3551 - acc: 0.8514 1600/7200 [=====>........................] - ETA: 10s - loss: 0.5887 - acc: 0.7775Epoch 7/10 1024/7200 [===>..........................] - ETA: 0s - loss: 0.3465 - acc: 0.8477 Epoch 5/10 7200/7200 [==============================] - 3s - loss: 0.4733 - acc: 0.7940 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3514 - acc: 0.8538 Epoch 8/10 2080/7200 [=======>......................] - ETA: 0s - loss: 0.4349 - acc: 0.8130 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.4152 - acc: 0.8246 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3489 - acc: 0.8556 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3518 - acc: 0.8547 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.83 4864/7200 [===================>..........] - ETA: 0s - loss: 0.3521 - acc: 0.8592Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3947 - acc: 0.8364 Epoch 4/10 704/7200 [=>............................] - ETA: 1s - loss: 0.3864 - acc: 0.8480 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3496 - acc: 0.8582 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3433 - acc: 0.8606 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3766 - acc: 0.8514 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3509 - acc: 0.8515 5920/7200 [=======================>......] - ETA: 0s - loss: 0.3673 - acc: 0.8502 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3655 - acc: 0.8497 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3431 - acc: 0.8581 7200/7200 [==============================] - 1s - loss: 0.3658 - acc: 0.8506 Epoch 7/10 7200/7200 [==============================] - 3s - loss: 0.4715 - acc: 0.8004 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3598 - acc: 0.85 7200/7200 [==============================] - 1s - loss: 0.3613 - acc: 0.8532 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3981 - acc: 0.8321 Epoch 3/10 3008/7200 [===========>..................] - ETA: 0s - loss: 0.3494 - acc: 0.8600Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3549 - acc: 0.8568 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3699 - acc: 0.8482 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3564 - acc: 0.8574 Epoch 10/10 352/7200 [>.............................] - ETA: 1s - loss: 0.3692 - acc: 0.8494Epoch 1/10 1216/7200 [====>.........................] - ETA: 1s - loss: 0.3423 - acc: 0.8577 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3554 - acc: 0.8551 7200/7200 [==============================] - 1s - loss: 0.3562 - acc: 0.8522 Epoch 6/10 7200/7200 [==============================] - 3s - loss: 0.5106 - acc: 0.7711 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3498 - acc: 0.8549 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.4015 - acc: 0.8353 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3469 - acc: 0.8576 2464/7200 [=========>....................] - ETA: 0sEpoch 8/10 7200/7200 [==============================] - 3s - loss: 0.4834 - acc: 0.7935 Epoch 2/10 3296/7200 [============>.................] - ETA: 0s - loss: 0.3452 - acc: 0.8617 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3938 - acc: 0.8368 3776/7200 [==============>...............] - ETA: 0s - loss: 0.3655 - acc: 0.8530Epoch 3/10 32/7200 [..............................] - ETA: 1s - loss: 0.3123 - acc: 0.9062Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3503 - acc: 0.8562 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3623 - acc: 0.8497 3168/7200 [============>.................] - ETA: 0s - loss: 0.3364 - acc: 0.8592Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3664 - acc: 0.8528 6592/7200 [==========================>...] - ETA: 0s - loss: 0.3469 - acc: 0.8598Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3463 - acc: 0.8593 4288/7200 [================>.............] - ETA: 0s - loss: 0.3578 - acc: 0.8500Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3584 - acc: 0.8501 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3548 - acc: 0.8532 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3439 - acc: 0.8567 7200/7200 [==============================] - 1s - loss: 0.3543 - acc: 0.8531 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3530 - acc: 0.8514 Epoch 6/10 7200/7200 [==============================] - 3s - loss: 0.4659 - acc: 0.8031 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3525 - acc: 0.8526 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3455 - acc: 0.8601 3904/7200 [===============>..............] - ETA: 0s - loss: 0.4068 - acc: 0.8312Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3920 - acc: 0.8374 3520/7200 [=============>................] - ETA: 0s - loss: 0.3579 - acc: 0.8489Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3464 - acc: 0.8571 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3439 - acc: 0.8568 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3645 - acc: 0.8510 Epoch 4/10 4640/7200 [==================>...........] - ETA: 0s - loss: 0.3453 - acc: 0.8610Epoch 1/10 6656/7200 [==========================>...] - ETA: 0s - loss: 0.3432 - acc: 0.8589 1984/7200 [=======>......................] - ETA: 0s - loss: 0.3299 - acc: 0.8604Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3428 - acc: 0.8581 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3570 - acc: 0.8535 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3414 - acc: 0.8608 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3489 - acc: 0.8574 7200/7200 [==============================] - 1s - loss: 0.3502 - acc: 0.8543 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8550 7200/7200 [==============================] - 1s - loss: 0.3457 - acc: 0.8568 Epoch 7/10 7200/7200 [==============================] - 3s - loss: 0.5098 - acc: 0.7707 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3428 - acc: 0.8596 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.4052 - acc: 0.8326 Epoch 3/10 5472/7200 [=====================>........] - ETA: 0s - loss: 0.3455 - acc: 0.8620Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3452 - acc: 0.8597 3392/7200 [=============>................] - ETA: 0s - loss: 0.3788 - acc: 0.8429Epoch 9/10 3136/7200 [============>.................] - ETA: 0s - loss: 0.3445 - acc: 0.8549Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3773 - acc: 0.8433 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3413 - acc: 0.8599 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3628 - acc: 0.8504 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3416 - acc: 0.8567 7200/7200 [==============================] - 1s - loss: 0.3597 - acc: 0.8521 Epoch 6/10 7200/7200 [==============================] - 3s - loss: 0.4798 - acc: 0.7956 2784/7200 [==========>...................] - ETA: 4s - loss: 0.5843 - acc: 0.7213Epoch 2/10 3872/7200 [===============>..............] - ETA: 0s - loss: 0.4143 - acc: 0.8257 Epoch 7/10 32/7200 [..............................] - ETA: 1s - loss: 0.3079 - acc: 0.9062 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.4116 - acc: 0.8290 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.83 7200/7200 [==============================] - 1s - loss: 0.3932 - acc: 0.8364 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3546 - acc: 0.8528 Epoch 8/10 3616/7200 [==============>...............] - ETA: 0s - loss: 0.3698 - acc: 0.8482Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3826 - acc: 0.8453 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3635 - acc: 0.8504 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3500 - acc: 0.8556 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3636 - acc: 0.8492 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3564 - acc: 0.8549 Epoch 5/10 2112/7200 [=======>......................] - ETA: 0s - loss: 0.3485 - acc: 0.8546 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3614 - acc: 0.8522 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3511 - acc: 0.8571 Epoch 6/10 5664/7200 [======================>.......] - ETA: 0s - loss: 0.3634 - acc: 0.8478 7200/7200 [==============================] - 1s - loss: 0.3561 - acc: 0.8524 3968/7200 [===============>..............] - ETA: 0s - loss: 0.3518 - acc: 0.8581Epoch 7/10 7200/7200 [==============================] - 3s - loss: 0.5073 - acc: 0.7703 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3525 - acc: 0.8567 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3556 - acc: 0.8547 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3510 - acc: 0.8581 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3981 - acc: 0.8311 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3514 - acc: 0.8599 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3499 - acc: 0.8549 Epoch 9/10 2656/7200 [==========>...................] - ETA: 0s - loss: 0.3390 - acc: 0.8630 Epoch 4/10 6208/7200 [========================>.....] - ETA: 0s - loss: 0.3540 - acc: 0.8552Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3536 - acc: 0.8553 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3468 - acc: 0.8575 Epoch 10/10 1184/7200 [===>..........................] - ETA: 0s - loss: 0.3273 - acc: 0.8733 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3497 - acc: 0.8564 7200/7200 [==============================] - 1s - loss: 0.3472 - acc: 0.8565 7200/7200 [==============================] - 1s - loss: 0.3599 - acc: 0.8507 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3575 - acc: 0.8531 Epoch 7/10 7200/7200 [==============================] - 3s - loss: 0.4791 - acc: 0.7949 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3543 - acc: 0.8531 Epoch 8/10 5344/7200 [=====================>........] - ETA: 0s - loss: 0.3447 - acc: 0.8587Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.4141 - acc: 0.8233 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3505 - acc: 0.8564 Epoch 9/10 1280/7200 [====>.........................] - ETA: 1s - loss: 0.3958 - acc: 0.8375Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3879 - acc: 0.8418 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3533 - acc: 0.8553 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3646 - acc: 0.8525 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3496 - acc: 0.8567 7200/7200 [==============================] - 1s - loss: 0.3582 - acc: 0.8506 3712/7200 [==============>...............] - ETA: 3s - loss: 0.5119 - acc: 0.7853Epoch 6/10 7200/7200 [==============================] - 3s - loss: 0.4697 - acc: 0.7997 Epoch 2/10 7200/7200 [==============================] - 3s - loss: 0.4770 - acc: 0.7926 3136/7200 [============>.................] - ETA: 0s - loss: 0.3738 - acc: 0.8457Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3537 - acc: 0.8569 6336/7200 [=========================>....] - ETA: 0s - loss: 0.4079 - acc: 0.8299Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.4017 - acc: 0.8331 Epoch 3/10 4544/7200 [=================>............] - ETA: 0sss: 0.4000 - acc: 0.8336 1152/7200 [===>..........................] - ETA: 1s - loss: 0.3487 - acc: 0.8602Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3491 - acc: 0.8565 Epoch 8/10 5824/7200 [=======================>......] - ETA: 0s - loss: 0.3691 - acc: 0.8537 Epoch 4/10 Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3682 - acc: 0.8517 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3528 - acc: 0.8553 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3675 - acc: 0.8499 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3577 - acc: 0.8526 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3571 - acc: 0.8526 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3501 - acc: 0.8579 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3543 - acc: 0.8546 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3556 - acc: 0.8540 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3531 - acc: 0.8565 Epoch 7/10 32/7200 [..............................] - ETA: 1s - loss: 0.4620 - acc: 0.8438 7200/7200 [==============================] - 3s - loss: 0.4774 - acc: 0.7954 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3542 - acc: 0.8535 3744/7200 [==============>...............] - ETA: 0s - loss: 0.4190 - acc: 0.8186Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3517 - acc: 0.8558 4384/7200 [=================>............] - ETA: 0s - loss: 0.4179 - acc: 0.8200Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.4093 - acc: 0.8290 2976/7200 [===========>..................] - ETA: 0s - loss: 0.3425 - acc: 0.8619Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3515 - acc: 0.8564 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3470 - acc: 0.8592 4288/7200 [================>.............] - ETA: 0s - loss: 0.3847 - acc: 0.8449Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3794 - acc: 0.8457 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3515 - acc: 0.8572 7200/7200 [==============================] - 1s - loss: 0.3491 - acc: 0.8586 Epoch 10/10 Epoch 10/10 6272/7200 [=========================>....] - ETA: 0s - loss: 0.3617 - acc: 0.8559Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3643 - acc: 0.8539 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3447 - acc: 0.8597 7200/7200 [==============================] - 1s - loss: 0.3501 - acc: 0.8546 7200/7200 [==============================] - 1s - loss: 0.3604 - acc: 0.8501 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3582 - acc: 0.8490 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3532 - acc: 0.8535 Epoch 8/10 5088/7200 [====================>.........] - ETA: 0sss: 0.4682 - acc: 0.8040 Epoch 2/10 4480/7200 [=================>............] - ETA: 0s - loss: 0.4097 - acc: 0.8275Epoch 1/10 6016/7200 [========================>.....] - ETA: 0s - loss: 0.4039 - acc: 0.8326Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3550 - acc: 0.8533 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3983 - acc: 0.8354 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3514 - acc: 0.8574 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3718 - acc: 0.8471 672/7200 [=>............................] - ETA: 1s - loss: 0.3315 - acc: 0.8720Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3491 - acc: 0.8583 7200/7200 [==============================] - 1s - loss: 0.3632 - acc: 0.8492 Epoch 5/10 7200/7200 [==============================] - 3s - loss: 0.4943 - acc: 0.7769 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3551 - acc: 0.8526 Epoch 6/10 7200/7200 [==============================] - 3s - loss: 0.4860 - acc: 0.7896 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3881 - acc: 0.8389 6720/7200 [===========================>..] - ETA: 0s - loss: 0.3516 - acc: 0.8519Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3481 - acc: 0.8531 Epoch 7/10 1056/7200 [===>..........................] - ETA: 0s - loss: 0.3652 - acc: 0.8542 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3618 - acc: 0.8507 Epoch 4/10 352/7200 [>.............................] - ETA: 1s - loss: 0.3648 - acc: 0.8466Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3491 - acc: 0.8514 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3655 - acc: 0.8524 1312/7200 [====>.........................] - ETA: 0s - loss: 0.3485 - acc: 0.8506Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3551 - acc: 0.8532 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3585 - acc: 0.8526 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3468 - acc: 0.8569 32/7200 [..............................] - ETA: 1s - loss: 0.4692 - acc: 0.7500Epoch 9/10 5824/7200 [=======================>......] - ETA: 0s - loss: 0.3497 - acc: 0.8556 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3554 - acc: 0.8508 1504/7200 [=====>........................] - ETA: 0s - loss: 0.3378 - acc: 0.8590Epoch 6/10 32/7200 [..............................] - ETA: 1s - loss: 0.3104 - acc: 0.8750 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3495 - acc: 0.8539 4000/7200 [===============>..............] - ETA: 2s - loss: 0.5158 - acc: 0.7910Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3488 - acc: 0.8551 6112/7200 [========================>.....] - ETA: 0s - loss: 0.4792 - acc: 0.8001Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3462 - acc: 0.8574 928/7200 [==>...........................] - ETA: 1s - loss: 0.3628 - acc: 0.8448 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3461 - acc: 0.8567 Epoch 8/10 2208/7200 [========>.....................] - ETA: 0s - loss: 0.3570 - acc: 0.8551 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.4050 - acc: 0.8272 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3455 - acc: 0.8569 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3496 - acc: 0.8561 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3860 - acc: 0.8383 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3417 - acc: 0.8594 5952/7200 [=======================>......] - ETA: 0sEpoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3454 - acc: 0.8599 Epoch 10/10 5088/7200 [====================>.........] - ETA: 0s - loss: 0.3370 - acc: 0.8614 Epoch 5/10 2912/7200 [===========>..................] - ETA: 0s - loss: 0.3467 - acc: 0.8523Epoch 1/10 1984/7200 [=======>......................] - ETA: 0s - loss: 0.3676 - acc: 0.8493 7200/7200 [==============================] - 1s - loss: 0.3442 - acc: 0.8560 7200/7200 [==============================] - 1s - loss: 0.3636 - acc: 0.8506 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3556 - acc: 0.8519 Epoch 7/10 3360/7200 [=============>................] - ETA: 0sss: 0.3543 - acc: 0.8549 Epoch 8/10 6784/7200 [===========================>..] - ETA: 0sss: 0.5118 - acc: 0.7869 Epoch 2/10 2912/7200 [===========>..................] - ETA: 0s - loss: 0.3537 - acc: 0.8582Epoch 1/10 4032/7200 [===============>..............] - ETA: 0s - loss: 0.4083 - acc: 0.8296Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3511 - acc: 0.8549 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3951 - acc: 0.8400 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3522 - acc: 0.8553 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3697 - acc: 0.8490 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3501 - acc: 0.8562 7200/7200 [==============================] - 1s - loss: 0.3586 - acc: 0.8546 Epoch 5/10 7200/7200 [==============================] - 3s - loss: 0.4824 - acc: 0.7979 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3527 - acc: 0.8540 Epoch 6/10 32/7200 [..............................] - ETA: 1s - loss: 0.3119 - acc: 0.8750 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3994 - acc: 0.8335 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3852 - acc: 0.8456 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3504 - acc: 0.8597 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3731 - acc: 0.8442 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3615 - acc: 0.8531 Epoch 4/10 6848/7200 [===========================>..] - ETA: 0s - loss: 0.3543 - acc: 0.8569Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3528 - acc: 0.8574 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3641 - acc: 0.8485 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3543 - acc: 0.8544 6816/7200 [===========================>..] - ETA: 0s - loss: 0.3460 - acc: 0.8616Epoch 5/10 384/7200 [>.............................] - ETA: 1s - loss: 0.3218 - acc: 0.8802 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3576 - acc: 0.8542 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3461 - acc: 0.8606 Epoch 10/10 32/7200 [..............................] - ETA: 1s - loss: 0.6036 - acc: 0.7188 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3548 - acc: 0.8533 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3469 - acc: 0.8604 7200/7200 [==============================] - 1s - loss: 0.3513 - acc: 0.8586 Epoch 7/10 Epoch 8/10 7200/7200 [==============================] - 4s - loss: 0.5155 - acc: 0.7826 3584/7200 [=============>................] - ETA: 0s - loss: 0.3537 - acc: 0.8549Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3504 - acc: 0.8547 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3476 - acc: 0.8562 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.4025 - acc: 0.8357 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3519 - acc: 0.8550 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3464 - acc: 0.8571 512/7200 [=>............................] - ETA: 0sEpoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3733 - acc: 0.8489 Epoch 4/10 5504/7200 [=====================>........] - ETA: 0s - loss: 0.3454 - acc: 0.8630 7200/7200 [==============================] - 1s - loss: 0.3466 - acc: 0.8611 Epoch 10/10 3744/7200 [==============>...............] - ETA: 0s - loss: 0.3626 - acc: 0.8547Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3622 - acc: 0.8557 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3420 - acc: 0.8613 7200/7200 [==============================] - 1s - loss: 0.3592 - acc: 0.8508 Epoch 6/10 1408/7200 [====>.........................] - ETA: 12s - loss: 0.6754 - acc: 0.6435 Epoch 7/10 5152/7200 [====================>.........] - ETA: 1s - loss: 0.5514 - acc: 0.7632Epoch 1/10 4896/7200 [===================>..........] - ETA: 0s - loss: 0.3686 - acc: 0.8505 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3574 - acc: 0.8556 Epoch 8/10 5408/7200 [=====================>........] - ETA: 0s - loss: 0.3973 - acc: 0.8371Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3871 - acc: 0.8435 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3519 - acc: 0.8606 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3644 - acc: 0.8512 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3529 - acc: 0.8571 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3559 - acc: 0.8550 Epoch 5/10 7200/7200 [==============================] - 3s - loss: 0.4874 - acc: 0.7876 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3490 - acc: 0.8613 7200/7200 [==============================] - 1s - loss: 0.3542 - acc: 0.8544 6400/7200 [=========================>....] - ETA: 0s - loss: 0.4777 - acc: 0.7981Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3844 - acc: 0.8433 Epoch 3/10 7200/7200 [==============================] - 3s - loss: 0.4752 - acc: 0.7997 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3661 - acc: 0.8500 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3533 - acc: 0.8590 Epoch 7/10 352/7200 [>.............................] - ETA: 1s - loss: 0.3963 - acc: 0.8210 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3602 - acc: 0.8525 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3514 - acc: 0.8565 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3620 - acc: 0.8519 Epoch 4/10 32/7200 [..............................] - ETA: 1s - loss: 0.4181 - acc: 0.8125 5696/7200 [======================>.......] - ETA: 0s - loss: 0.3605 - acc: 0.8508Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3556 - acc: 0.8538 5664/7200 [======================>.......] - ETA: 0s - loss: 0.3502 - acc: 0.8586Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3547 - acc: 0.8565 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3508 - acc: 0.8585 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3535 - acc: 0.8561 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3507 - acc: 0.8532 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3494 - acc: 0.8599 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3477 - acc: 0.8581 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3482 - acc: 0.8571 2016/7200 [=======>......................] - ETA: 0s - loss: 0.3412 - acc: 0.8581Epoch 7/10 2752/7200 [==========>...................] - ETA: 0s - loss: 0.3611 - acc: 0.8521 7200/7200 [==============================] - 1s - loss: 0.3502 - acc: 0.8533 Epoch 9/10 7200/7200 [==============================] - 3s - loss: 0.5141 - acc: 0.7772 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3455 - acc: 0.8564 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3495 - acc: 0.8557 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3456 - acc: 0.8596 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3830 - acc: 0.8444 Epoch 3/10 3584/7200 [=============>................] - ETA: 0s - loss: 0.3639 - acc: 0.8513 5824/7200 [=======================>......] - ETA: 0s - loss: 0.3615 - acc: 0.8563 7200/7200 [==============================] - 1s - loss: 0.3451 - acc: 0.8574 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3616 - acc: 0.8556 Epoch 4/10 3456/7200 [=============>................] - ETA: 0s - loss: 0.3299 - acc: 0.8652Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3409 - acc: 0.8589 7200/7200 [==============================] - 1s - loss: 0.3520 - acc: 0.8587 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3478 - acc: 0.8601 Epoch 6/10 3744/7200 [==============>...............] - ETA: 0s - loss: 0.3591 - acc: 0.8496Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3491 - acc: 0.8585 2624/7200 [=========>....................] - ETA: 5s - loss: 0.5557 - acc: 0.7729Epoch 7/10 7200/7200 [==============================] - 3s - loss: 0.4762 - acc: 0.7971 4512/7200 [=================>............] - ETA: 0s - loss: 0.3496 - acc: 0.8579Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3475 - acc: 0.8593 Epoch 8/10 2880/7200 [===========>..................] - ETA: 0s - loss: 0.4014 - acc: 0.8309Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3922 - acc: 0.8354 Epoch 3/10 2784/7200 [==========>...................] - ETA: 0s - loss: 0.3724 - acc: 0.8502 Epoch 9/10 4288/7200 [================>.............] - ETA: 0s - loss: 0.3419 - acc: 0.8624 Epoch 4/10 7200/7200 [==============================] - 3s - loss: 0.4733 - acc: 0.8044 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3428 - acc: 0.8613 Epoch 10/10 4032/7200 [===============>..............] - ETA: 0s - loss: 0.3427 - acc: 0.8633 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.4002 - acc: 0.8372 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3408 - acc: 0.8615 7200/7200 [==============================] - 3s - loss: 0.5324 - acc: 0.7724 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3568 - acc: 0.8517 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3697 - acc: 0.8486 3040/7200 [===========>..................] - ETA: 0s - loss: 0.4218 - acc: 0.8191Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.4125 - acc: 0.8306 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3597 - acc: 0.8547 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3525 - acc: 0.8539 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3783 - acc: 0.8464 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3534 - acc: 0.8575 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3521 - acc: 0.8521 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3673 - acc: 0.8524 Epoch 5/10 4416/7200 [=================>............] - ETA: 0s - loss: 0.3481 - acc: 0.8582Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3521 - acc: 0.8581 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3489 - acc: 0.8581 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3603 - acc: 0.8547 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3505 - acc: 0.8561 Epoch 8/10 4224/7200 [================>.............] - ETA: 0s - loss: 0.3578 - acc: 0.8610 1408/7200 [====>.........................] - ETA: 0s - loss: 0.3745 - acc: 0.8402Epoch 10/10 2848/7200 [==========>...................] - ETA: 0s - loss: 0.3438 - acc: 0.8592 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3475 - acc: 0.8556 Epoch 9/10 4224/7200 [================>.............] - ETA: 0s - loss: 0.3576 - acc: 0.8563 7200/7200 [==============================] - 1s - loss: 0.3555 - acc: 0.8578 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3510 - acc: 0.8576 Epoch 10/10 7200/7200 [==============================] - 4s - loss: 0.4824 - acc: 0.7979 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3583 - acc: 0.8589 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3476 - acc: 0.8608 7200/7200 [==============================] - 1s - loss: 0.3965 - acc: 0.8381 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3533 - acc: 0.8582 2112/7200 [=======>......................] - ETA: 0sEpoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3681 - acc: 0.8504 Epoch 4/10 7104/7200 [============================>.] - ETA: 0s - loss: 0.3475 - acc: 0.8618Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3478 - acc: 0.8619 2240/7200 [========>.....................] - ETA: 0sss: 0.3583 - acc: 0.8531 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3587 - acc: 0.8546 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3557 - acc: 0.8532 Epoch 7/10 2944/7200 [===========>..................] - ETA: 0s - loss: 0.3609 - acc: 0.8563Epoch 1/10 7200/7200 [==============================] - 3s - loss: 0.5299 - acc: 0.7738 Epoch 2/10 5120/7200 [====================>.........] - ETA: 0s - loss: 0.3525 - acc: 0.8559Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3531 - acc: 0.8543 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.4051 - acc: 0.8337 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3535 - acc: 0.8554 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3708 - acc: 0.8497 Epoch 4/10 3968/7200 [===============>..............] - ETA: 0s - loss: 0.3626 - acc: 0.8513 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3633 - acc: 0.8521 Epoch 5/10 7200/7200 [==============================] - 4s - loss: 0.5096 - acc: 0.7821 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3470 - acc: 0.8569 1664/7200 [=====>........................] - ETA: 0s - loss: 0.4012 - acc: 0.8323Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3555 - acc: 0.8560 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3970 - acc: 0.8382 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3925 - acc: 0.8390 Epoch 3/10 6112/7200 [========================>.....] - ETA: 0s - loss: 0.3724 - acc: 0.8500 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3684 - acc: 0.8514 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3661 - acc: 0.8500 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3500 - acc: 0.8587 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3626 - acc: 0.8544 6848/7200 [===========================>..] - ETA: 0sEpoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3574 - acc: 0.8524 Epoch 5/10 4032/7200 [===============>..............] - ETA: 0s - loss: 0.3476 - acc: 0.8606Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3573 - acc: 0.8565 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3506 - acc: 0.8572 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3551 - acc: 0.8574 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3543 - acc: 0.8554 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3509 - acc: 0.8579 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3526 - acc: 0.8551 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3512 - acc: 0.8586 5248/7200 [====================>.........] - ETA: 0s - loss: 0.3442 - acc: 0.8620Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3454 - acc: 0.8607 3520/7200 [=============>................] - ETA: 3s - loss: 0.6027 - acc: 0.7315 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3555 - acc: 0.8540 Epoch 9/10 7200/7200 [==============================] - 4s - loss: 0.5287 - acc: 0.7708 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3479 - acc: 0.8587 Epoch 9/10 1280/7200 [====>.........................] - ETA: 1s - loss: 0.3561 - acc: 0.8508 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.4059 - acc: 0.8321 Epoch 3/10 3168/7200 [============>.................] - ETA: 0s - loss: 0.3716 - acc: 0.8535 Epoch 10/10 928/7200 [==>...........................] - ETA: 1s - loss: 0.3467 - acc: 0.8524 7200/7200 [==============================] - 1s - loss: 0.3754 - acc: 0.8460 Epoch 4/10 2432/7200 [=========>....................] - ETA: 0s - loss: 0.3742 - acc: 0.8470Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3457 - acc: 0.8607 7200/7200 [==============================] - 1s - loss: 0.3676 - acc: 0.8521 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3613 - acc: 0.8529 Epoch 6/10 5472/7200 [=====================>........] - ETA: 0s - loss: 0.3618 - acc: 0.8542Epoch 1/10 2560/7200 [=========>....................] - ETA: 5s - loss: 0.5689 - acc: 0.7887 Epoch 7/10 4128/7200 [================>.............] - ETA: 0s - loss: 0.3562 - acc: 0.8561Epoch 1/10 7200/7200 [==============================] - 4s - loss: 0.4771 - acc: 0.8006 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3564 - acc: 0.8554 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3890 - acc: 0.8378 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3552 - acc: 0.8585 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3637 - acc: 0.8493 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3562 - acc: 0.8554 Epoch 10/10 7200/7200 [==============================] - 4s - loss: 0.4872 - acc: 0.7997 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3541 - acc: 0.8546 Epoch 5/10 5888/7200 [=======================>......] - ETA: 0s - loss: 0.3501 - acc: 0.8587 Epoch 2/10 7168/7200 [============================>.] - ETA: 0s - loss: 0.3504 - acc: 0.8588 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3512 - acc: 0.8586 7200/7200 [==============================] - 1s - loss: 0.3537 - acc: 0.8547 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3837 - acc: 0.8447 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3758 - acc: 0.8457 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3510 - acc: 0.8547 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3605 - acc: 0.8554 6944/7200 [===========================>..] - ETA: 0s - loss: 0.3685 - acc: 0.8502Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3677 - acc: 0.8501 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3496 - acc: 0.8589 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3484 - acc: 0.8582 6592/7200 [==========================>...] - ETA: 0sEpoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3630 - acc: 0.8517 640/7200 [=>............................] - ETA: 1s - loss: 0.3746 - acc: 0.8516Epoch 5/10 4352/7200 [=================>............] - ETA: 0s - loss: 0.3426 - acc: 0.8617Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3478 - acc: 0.8590 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3472 - acc: 0.8600 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3583 - acc: 0.8521 Epoch 6/10 6400/7200 [=========================>....] - ETA: 0s - loss: 0.3480 - acc: 0.8561 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3479 - acc: 0.8575 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3541 - acc: 0.8558 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3462 - acc: 0.8585 Epoch 9/10 7136/7200 [============================>.] - ETA: 0s - loss: 0.3462 - acc: 0.8585 Epoch 8/10 32/7200 [..............................] - ETA: 1s - loss: 0.3453 - acc: 0.8125 7200/7200 [==============================] - 1s - loss: 0.3461 - acc: 0.8604 Epoch 10/10 7200/7200 [==============================] - 4s - loss: 0.4635 - acc: 0.8021 Epoch 2/10 32/7200 [..............................] - ETA: 1s - loss: 0.3786 - acc: 0.8750 1632/7200 [=====>........................] - ETA: 0s - loss: 0.3299 - acc: 0.8658Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3418 - acc: 0.8619 7200/7200 [==============================] - 1s - loss: 0.3527 - acc: 0.8562 Epoch 10/10 Epoch 3/10 7168/7200 [============================>.] - ETA: 0s - loss: 0.3487 - acc: 0.8585 7200/7200 [==============================] - 1s - loss: 0.3488 - acc: 0.8585 Epoch 4/10 960/7200 [===>..........................] - ETA: 1s - loss: 0.3746 - acc: 0.8521Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3574 - acc: 0.8569 Epoch 5/10 6464/7200 [=========================>....] - ETA: 0s - loss: 0.3504 - acc: 0.8605Epoch 1/10 32/7200 [..............................] - ETA: 0sss: 0.3527 - acc: 0.8590 Epoch 6/10 3456/7200 [=============>................] - ETA: 3s - loss: 0.5106 - acc: 0.7810 Epoch 7/10 4128/7200 [================>.............] - ETA: 2s - loss: 0.4965 - acc: 0.7873Epoch 1/10 7200/7200 [==============================] - 3s - loss: 0.4687 - acc: 0.7992 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3437 - acc: 0.8608 Epoch 8/10 704/7200 [=>............................] - ETA: 28s - loss: 0.6763 - acc: 0.6051 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3455 - acc: 0.8604 Epoch 9/10 7200/7200 [==============================] - 4s - loss: 0.4725 - acc: 0.7906 Epoch 2/10 4096/7200 [================>.............] - ETA: 0s - loss: 0.3489 - acc: 0.8582 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3408 - acc: 0.8604 Epoch 10/10 4352/7200 [=================>............] - ETA: 0s - loss: 0.3442 - acc: 0.8580 Epoch 3/10 7200/7200 [==============================] - 4s - loss: 0.4547 - acc: 0.8090 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3536 - acc: 0.8546 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3402 - acc: 0.8611 7200/7200 [==============================] - 1s - loss: 0.3613 - acc: 0.8512 3584/7200 [=============>................] - ETA: 0s - loss: 0.3642 - acc: 0.8530Epoch 4/10 2336/7200 [========>.....................] - ETA: 0s - loss: 0.3507 - acc: 0.8579 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3516 - acc: 0.8571 Epoch 6/10 4896/7200 [===================>..........] - ETA: 0s - loss: 0.3617 - acc: 0.8529 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3578 - acc: 0.8535 Epoch 4/10 4000/7200 [===============>..............] - ETA: 0s - loss: 0.3404 - acc: 0.8625 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3497 - acc: 0.8572 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3502 - acc: 0.8544 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3467 - acc: 0.8606 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3478 - acc: 0.85 7200/7200 [==============================] - 1s - loss: 0.3519 - acc: 0.8562 Epoch 7/10 3840/7200 [===============>..............] - ETA: 0s - loss: 0.3476 - acc: 0.8555Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3484 - acc: 0.8579 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3442 - acc: 0.8586 Epoch 9/10 4064/7200 [===============>..............] - ETA: 0s - loss: 0.3523 - acc: 0.8570 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3441 - acc: 0.8594 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3411 - acc: 0.8599 6560/7200 [==========================>...] - ETA: 0s - loss: 0.3440 - acc: 0.8575Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3446 - acc: 0.8582 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3440 - acc: 0.8618 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3400 - acc: 0.8594 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3388 - acc: 0.8594 Epoch 9/10 7200/7200 [==============================] - 3s - loss: 0.4747 - acc: 0.7968 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3446 - acc: 0.8593 7200/7200 [==============================] - 1s - loss: 0.3381 - acc: 0.8596 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3966 - acc: 0.8353 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3399 - acc: 0.8608 7200/7200 [==============================] - 1s - loss: 0.3682 - acc: 0.8471 Epoch 4/10 3552/7200 [=============>................] - ETA: 0s - loss: 0.3688 - acc: 0.8494Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3594 - acc: 0.8517 Epoch 5/10 2656/7200 [==========>...................] - ETA: 0s - loss: 0.3846 - acc: 0.8385Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3573 - acc: 0.8533 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3532 - acc: 0.8551 Epoch 7/10 7200/7200 [==============================] - 4s - loss: 0.4575 - acc: 0.8049 Epoch 2/10 32/7200 [..............................] - ETA: 1s - loss: 0.6989 - acc: 0.7188 Epoch 8/10 4928/7200 [===================>..........] - ETA: 1s - loss: 0.4884 - acc: 0.7946Epoch 1/10 7200/7200 [==============================] - 4s - loss: 0.4624 - acc: 0.8047 Epoch 2/10 2432/7200 [=========>....................] - ETA: 0s - loss: 0.3926 - acc: 0.8470 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3938 - acc: 0.8347 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3900 - acc: 0.8429 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3469 - acc: 0.8604 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3630 - acc: 0.8546 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3621 - acc: 0.8524 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3438 - acc: 0.8578 7200/7200 [==============================] - 1s - loss: 0.3526 - acc: 0.8544 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3541 - acc: 0.8507 Epoch 5/10 7200/7200 [==============================] - 4s - loss: 0.4646 - acc: 0.7982 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3542 - acc: 0.8560 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3525 - acc: 0.8562 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3802 - acc: 0.8458 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3486 - acc: 0.8568 3040/7200 [===========>..................] - ETA: 0s - loss: 0.3576 - acc: 0.8484Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3506 - acc: 0.8547 2720/7200 [==========>...................] - ETA: 0s - loss: 0.3596 - acc: 0.8559Epoch 7/10 5824/7200 [=======================>......] - ETA: 0sss: 0.3558 - acc: 0.8524 3680/7200 [==============>...............] - ETA: 0s - loss: 0.3499 - acc: 0.8587Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3472 - acc: 0.8593 Epoch 8/10 4768/7200 [==================>...........] - ETA: 0s - loss: 0.3531 - acc: 0.8561Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3464 - acc: 0.8596 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3505 - acc: 0.8560 3360/7200 [=============>................] - ETA: 0s - loss: 0.3500 - acc: 0.8571Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3447 - acc: 0.8582 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3442 - acc: 0.8575 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3476 - acc: 0.8583 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3422 - acc: 0.8599 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3427 - acc: 0.8604 Epoch 10/10 2848/7200 [==========>...................] - ETA: 0s - loss: 0.3422 - acc: 0.86598 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3446 - acc: 0.8610 7200/7200 [==============================] - 1s - loss: 0.3426 - acc: 0.8603 7200/7200 [==============================] - 4s - loss: 0.4563 - acc: 0.8083 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3446 - acc: 0.8561 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3875 - acc: 0.8374 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3411 - acc: 0.8593 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3380 - acc: 0.8603 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3573 - acc: 0.8556 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.86 6048/7200 [========================>.....] - ETA: 0s - loss: 0.3458 - acc: 0.8553Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3398 - acc: 0.8604 7200/7200 [==============================] - 1s - loss: 0.3480 - acc: 0.8553 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3469 - acc: 0.8582 Epoch 6/10 3744/7200 [==============>...............] - ETA: 0s - loss: 0.3435 - acc: 0.8574Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3412 - acc: 0.8582 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3421 - acc: 0.8600 Epoch 8/10 6880/7200 [===========================>..] - ETA: 0s - loss: 0.4645 - acc: 0.8013Epoch 1/10 7200/7200 [==============================] - 3s - loss: 0.4595 - acc: 0.8044 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3831 - acc: 0.8432 7200/7200 [==============================] - 1s - loss: 0.3378 - acc: 0.8615 Epoch 3/10 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3616 - acc: 0.8521 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3385 - acc: 0.8610 7200/7200 [==============================] - 4s - loss: 0.4667 - acc: 0.7983 Epoch 10/10 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3546 - acc: 0.8531 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3369 - acc: 0.8613 7200/7200 [==============================] - 1s - loss: 0.3838 - acc: 0.8422 Epoch 3/10 7200/7200 [==============================] - 4s - loss: 0.4610 - acc: 0.8053 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3534 - acc: 0.8543 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3581 - acc: 0.8564 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3816 - acc: 0.8454 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3490 - acc: 0.8539 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3524 - acc: 0.8557 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3583 - acc: 0.8532 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3459 - acc: 0.8594 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3503 - acc: 0.8579 Epoch 6/10 5728/7200 [======================>.......] - ETA: 0s - loss: 0.3399 - acc: 0.8598 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3449 - acc: 0.8578 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3468 - acc: 0.8558 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3492 - acc: 0.8574 Epoch 6/10 2752/7200 [==========>...................] - ETA: 0s - loss: 0.3443 - acc: 0.8594 Epoch 10/10 2464/7200 [=========>....................] - ETA: 0s - loss: 0.3338 - acc: 0.8628Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3457 - acc: 0.8558 5152/7200 [====================>.........] - ETA: 0s - loss: 0.3425 - acc: 0.8585Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3462 - acc: 0.8581 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3444 - acc: 0.8606 7200/7200 [==============================] - 1s - loss: 0.3433 - acc: 0.8581 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3443 - acc: 0.8621 1344/7200 [====>.........................] - ETA: 0s - loss: 0.3632 - acc: 0.8475Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3424 - acc: 0.8597 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3432 - acc: 0.8594 Epoch 9/10 7200/7200 [==============================] - 4s - loss: 0.4687 - acc: 0.7974 Epoch 2/10 1600/7200 [=====>........................] - ETA: 0s - loss: 0.3998 - acc: 0.8375 7200/7200 [==============================] - 1s - loss: 0.3398 - acc: 0.8593 Epoch 10/10 4288/7200 [================>.............] - ETA: 0s - loss: 0.3985 - acc: 0.8356Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3894 - acc: 0.8411 Epoch 3/10 2560/7200 [=========>....................] - ETA: 0s - loss: 0.3678 - acc: 0.8508 7200/7200 [==============================] - 1s - loss: 0.3615 - acc: 0.8543 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3561 - acc: 0.8560 Epoch 5/10 1792/7200 [======>.......................] - ETA: 0s - loss: 0.3496 - acc: 0.85Epoch 1/10 7136/7200 [============================>.] - ETA: 0s - loss: 0.3530 - acc: 0.8555 5376/7200 [=====================>........] - ETA: 0sEpoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3536 - acc: 0.8553 Epoch 6/10 4416/7200 [=================>............] - ETA: 0s - loss: 0.3518 - acc: 0.8537Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3837 - acc: 0.8433 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3510 - acc: 0.8556 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3590 - acc: 0.8531 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3480 - acc: 0.8575 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3521 - acc: 0.8576 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3474 - acc: 0.8574 Epoch 9/10 32/7200 [..............................] - ETA: 650s - loss: 0.7205 - acc: 0.2812 384/7200 [>.............................] - ETA: 1s - loss: 0.3673 - acc: 0.8490Epoch 2/10 5824/7200 [=======================>......] - ETA: 0s - loss: 0.3373 - acc: 0.8595 5312/7200 [=====================>........] - ETA: 0s - loss: 0.3907 - acc: 0.8419Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3443 - acc: 0.8557 7200/7200 [==============================] - 4s - loss: 0.4754 - acc: 0.7904 Epoch 10/10 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3818 - acc: 0.8446 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3473 - acc: 0.8556 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3736 - acc: 0.8446 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3611 - acc: 0.8506 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3434 - acc: 0.8582 7200/7200 [==============================] - 1s - loss: 0.3414 - acc: 0.8607 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3596 - acc: 0.8524 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3592 - acc: 0.8538 Epoch 5/10 4224/7200 [================>.............] - ETA: 0s - loss: 0.3472 - acc: 0.8608 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3516 - acc: 0.8561 2144/7200 [=======>......................] - ETA: 0s - loss: 0.3137 - acc: 0.8731Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3531 - acc: 0.8568 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3367 - acc: 0.8611 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3501 - acc: 0.8554 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3537 - acc: 0.8542 3744/7200 [==============>...............] - ETA: 0s - loss: 0.3448 - acc: 0.8592Epoch 7/10 1984/7200 [=======>......................] - ETA: 0s - loss: 0.3376 - acc: 0.8664Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3408 - acc: 0.8625 7200/7200 [==============================] - 1s - loss: 0.3472 - acc: 0.8572 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3480 - acc: 0.8562 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3450 - acc: 0.8567 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3472 - acc: 0.8565 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3435 - acc: 0.8599 Epoch 9/10 3872/7200 [===============>..............] - ETA: 3s - loss: 0.5112 - acc: 0.7849 Epoch 10/10 7200/7200 [==============================] - 4s - loss: 0.4610 - acc: 0.8043 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3406 - acc: 0.8589 Epoch 10/10 1312/7200 [====>.........................] - ETA: 0s - loss: 0.3242 - acc: 0.8651Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3444 - acc: 0.8624 6784/7200 [===========================>..] - ETA: 0s - loss: 0.3395 - acc: 0.8608 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3410 - acc: 0.8599 7200/7200 [==============================] - 1s - loss: 0.3581 - acc: 0.8535 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3563 - acc: 0.8557 Epoch 5/10 7200/7200 [==============================] - 4s - loss: 0.4469 - acc: 0.8121 Epoch 2/10 5216/7200 [====================>.........] - ETA: 0s - loss: 0.3377 - acc: 0.8620Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3491 - acc: 0.8564 Epoch 6/10 1632/7200 [=====>........................] - ETA: 0s - loss: 0.3467 - acc: 0.8609Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3887 - acc: 0.8393 Epoch 3/10 3584/7200 [=============>................] - ETA: 0s - loss: 0.3437 - acc: 0.8569 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3569 - acc: 0.8536 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3441 - acc: 0.8589 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3499 - acc: 0.8542 1 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3432 - acc: 0.8582 Epoch 9/10 7200/7200 [==============================] - 4s - loss: 0.4689 - acc: 0.7933 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3449 - acc: 0.8550 Epoch 6/10 7200/7200 [==============================] - 4s - loss: 0.4623 - acc: 0.8042 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3428 - acc: 0.8594 3808/7200 [==============>...............] - ETA: 0s - loss: 0.3469 - acc: 0.8553Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3688 - acc: 0.8460 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3431 - acc: 0.8606 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3895 - acc: 0.8413 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3407 - acc: 0.8608 7200/7200 [==============================] - 1s - loss: 0.3533 - acc: 0.8522 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3426 - acc: 0.8575 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3622 - acc: 0.8529 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3450 - acc: 0.8569 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3431 - acc: 0.8607 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3577 - acc: 0.8525 2240/7200 [========>.....................] - ETA: 0s - loss: 0.3599 - acc: 0.8433Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3460 - acc: 0.8540 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3395 - acc: 0.8604 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3529 - acc: 0.8532 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3407 - acc: 0.8587 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3381 - acc: 0.8589 Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3533 - acc: 0.8567 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3386 - acc: 0.8597 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3482 - acc: 0.8562 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3405 - acc: 0.8586 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3460 - acc: 0.8589 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3367 - acc: 0.8613 Epoch 10/10 2112/7200 [=======>......................] - ETA: 8s - loss: 0.6242 - acc: 0.7112 256/7200 [>.............................] - ETA: 1s - loss: 0.2827 - acc: 0.8945Epoch 10/10 1696/7200 [======>.......................] - ETA: 1s - loss: 0.3346 - acc: 0.8691Epoch 1/10 7200/7200 [==============================] - 4s - loss: 0.4911 - acc: 0.7828 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3349 - acc: 0.8603 7200/7200 [==============================] - 1s - loss: 0.3442 - acc: 0.8619 7200/7200 [==============================] - 1s - loss: 0.3804 - acc: 0.8421 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3562 - acc: 0.8539 Epoch 4/10 7200/7200 [==============================] - 4s - loss: 0.4569 - acc: 0.7972 5952/7200 [=======================>......] - ETA: 0sEpoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3544 - acc: 0.8557 Epoch 5/10 4992/7200 [===================>..........] - ETA: 0s - loss: 0.3923 - acc: 0.8351Epoch 1/10 6144/7200 [========================>.....] - ETA: 0s - loss: 0.3895 - acc: 0.8348Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3916 - acc: 0.8347 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3513 - acc: 0.8582 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3667 - acc: 0.8515 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3501 - acc: 0.8578 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3551 - acc: 0.8590 4160/7200 [================>.............] - ETA: 0s - loss: 0.3480 - acc: 0.8627Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3456 - acc: 0.8624 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3514 - acc: 0.8553 Epoch 6/10 7200/7200 [==============================] - 4s - loss: 0.4627 - acc: 0.8035 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3446 - acc: 0.8596 Epoch 9/10 7200/7200 [==============================] - 4s - loss: 0.4496 - acc: 0.8107 Epoch 2/10 5088/7200 [====================>.........] - ETA: 0s - loss: 0.3854 - acc: 0.8432 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3916 - acc: 0.8392 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3453 - acc: 0.8618 Epoch 10/10 928/7200 [==>...........................] - ETA: 1s - loss: 0.3204 - acc: 0.8750 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3433 - acc: 0.8603 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3661 - acc: 0.8458 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3399 - acc: 0.8633 7200/7200 [==============================] - 1s - loss: 0.3592 - acc: 0.8556 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3424 - acc: 0.8594 Epoch 9/10 4800/7200 [===================>..........] - ETA: 0s - loss: 0.3531 - acc: 0.8562 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3491 - acc: 0.8565 2432/7200 [=========>....................] - ETA: 0s - loss: 0.3575 - acc: 0.8540Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3422 - acc: 0.8622 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3558 - acc: 0.8524 Epoch 6/10 6336/7200 [=========================>....] - ETA: 0s - loss: 0.3395 - acc: 0.8628 Epoch 6/10 3424/7200 [=============>................] - ETA: 0s - loss: 0.3478 - acc: 0.8598 7200/7200 [==============================] - 1s - loss: 0.3523 - acc: 0.8557 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3447 - acc: 0.8590 Epoch 7/10 320/7200 [>.............................] - ETA: 1s - loss: 0.3294 - acc: 0.8500Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3498 - acc: 0.8565 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3424 - acc: 0.8597 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3488 - acc: 0.8594 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3411 - acc: 0.8628 Epoch 9/10 6304/7200 [=========================>....] - ETA: 0s - loss: 0.3477 - acc: 0.8580Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3461 - acc: 0.8593 Epoch 10/10 4576/7200 [==================>...........] - ETA: 2s - loss: 0.4797 - acc: 0.8005 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3445 - acc: 0.8572 7200/7200 [==============================] - 4s - loss: 0.4554 - acc: 0.8089 2688/7200 [==========>...................] - ETA: 0s - loss: 0.3439 - acc: 0.8571Epoch 2/10 4384/7200 [=================>............] - ETA: 0s - loss: 0.3841 - acc: 0.8440 7200/7200 [==============================] - 1s - loss: 0.3852 - acc: 0.8414 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3694 - acc: 0.8514 Epoch 4/10 7200/7200 [==============================] - 4s - loss: 0.5185 - acc: 0.7815 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3574 - acc: 0.8554 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3898 - acc: 0.8428 Epoch 3/10 3392/7200 [=============>................] - ETA: 0s - loss: 0.3507 - acc: 0.8552Epoch 1/10 6240/7200 [=========================>....] - ETA: 0s - loss: 0.3674 - acc: 0.8516 Epoch 6/10 32/7200 [..............................] - ETA: 1s - loss: 0.3482 - acc: 0.8750Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3672 - acc: 0.8514 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3520 - acc: 0.8585 6784/7200 [===========================>..] - ETA: 0s - loss: 0.3626 - acc: 0.8530Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3594 - acc: 0.8540 Epoch 5/10 1280/7200 [====>.........................] - ETA: 14s - loss: 0.5986 - acc: 0.7664 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3481 - acc: 0.8564 Epoch 8/10 7200/7200 [==============================] - 4s - loss: 0.4712 - acc: 0.7974 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3581 - acc: 0.8576 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3485 - acc: 0.8582 Epoch 9/10 7200/7200 [==============================] - 4s - loss: 0.4634 - acc: 0.8025 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3896 - acc: 0.8440 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3546 - acc: 0.8562 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3468 - acc: 0.8599 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3860 - acc: 0.8411 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3643 - acc: 0.8492 Epoch 4/10 3040/7200 [===========>..................] - ETA: 0s - loss: 0.3619 - acc: 0.8546 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3421 - acc: 0.8628 3968/7200 [===============>..............] - ETA: 0s - loss: 0.3451 - acc: 0.8611 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3547 - acc: 0.8532 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3498 - acc: 0.8593 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3567 - acc: 0.8536 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3515 - acc: 0.8524 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3433 - acc: 0.8613 7200/7200 [==============================] - 1s - loss: 0.3515 - acc: 0.8526 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3478 - acc: 0.8592 Epoch 7/10 5536/7200 [======================>.......] - ETA: 0s - loss: 0.3545 - acc: 0.8548Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3476 - acc: 0.8567 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3461 - acc: 0.8574 320/7200 [>.............................] - ETA: 1s - loss: 0.3443 - acc: 0.8531Epoch 8/10 7136/7200 [============================>.] - ETA: 0sss: 0.3473 - acc: 0.8589 7200/7200 [==============================] - 1s - loss: 0.3458 - acc: 0.8575 Epoch 9/10 32/7200 [..............................] - ETA: 1s - loss: 0.2253 - acc: 0.9375Epoch 8/10 3552/7200 [=============>................] - ETA: 0s - loss: 0.3372 - acc: 0.8651Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3418 - acc: 0.8604 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3447 - acc: 0.8592 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3410 - acc: 0.8608 7200/7200 [==============================] - 4s - loss: 0.4620 - acc: 0.8028 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3418 - acc: 0.8610 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3426 - acc: 0.8597 2 7200/7200 [==============================] - 1s - loss: 0.3843 - acc: 0.8406 Epoch 3/10 7200/7200 [==============================] - 4s - loss: 0.4753 - acc: 0.7992 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3618 - acc: 0.8517 Epoch 4/10 4960/7200 [===================>..........] - ETA: 0s - loss: 0.3530 - acc: 0.8567 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3525 - acc: 0.8556 1472/7200 [=====>........................] - ETA: 0sEpoch 5/10 1152/7200 [===>..........................] - ETA: 1s - loss: 0.3272 - acc: 0.8611Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3627 - acc: 0.8525 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3482 - acc: 0.8565 3008/7200 [===========>..................] - ETA: 0s - loss: 0.3598 - acc: 0.8570Epoch 6/10 32/7200 [..............................] - ETA: 1s - loss: 0.3423 - acc: 0.8438Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3548 - acc: 0.8558 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3441 - acc: 0.8565 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3508 - acc: 0.8569 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3417 - acc: 0.8599 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3504 - acc: 0.8544 Epoch 7/10 7200/7200 [==============================] - 4s - loss: 0.4447 - acc: 0.7994 3968/7200 [===============>..............] - ETA: 0s - loss: 0.3379 - acc: 0.8654Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3419 - acc: 0.8613 Epoch 9/10 7200/7200 [==============================] - 4s - loss: 0.4664 - acc: 0.7994 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3476 - acc: 0.8599 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3879 - acc: 0.8386 3968/7200 [===============>..............] - ETA: 0s - loss: 0.3424 - acc: 0.8594Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3396 - acc: 0.8611 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3840 - acc: 0.8444 Epoch 3/10 7072/7200 [============================>.] - ETA: 0s - loss: 0.3705 - acc: 0.8476 320/7200 [>.............................] - ETA: 1s - loss: 0.3505 - acc: 0.8844Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3697 - acc: 0.8485 Epoch 4/10 4416/7200 [=================>............] - ETA: 0s - loss: 0.3596 - acc: 0.8603 7200/7200 [==============================] - 1s - loss: 0.3436 - acc: 0.8596 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3605 - acc: 0.8571 Epoch 4/10 736/7200 [==>...........................] - ETA: 0s - loss: 0.3134 - acc: 0.8682 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3433 - acc: 0.8600 7200/7200 [==============================] - 1s - loss: 0.3503 - acc: 0.8557 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3570 - acc: 0.8528 Epoch 6/10 6944/7200 [===========================>..] - ETA: 0s - loss: 0.3536 - acc: 0.8584 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3535 - acc: 0.8583 Epoch 7/10 5664/7200 [======================>.......] - ETA: 0s - loss: 0.3482 - acc: 0.8584Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3489 - acc: 0.8585 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3471 - acc: 0.8597 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3483 - acc: 0.8587 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3438 - acc: 0.8614 Epoch 8/10 1440/7200 [=====>........................] - ETA: 1s - loss: 0.3485 - acc: 0.8604Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3462 - acc: 0.8546 Epoch 10/10 928/7200 [==>...........................] - ETA: 1s - loss: 0.3380 - acc: 0.8685 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3444 - acc: 0.8610 7200/7200 [==============================] - 1s - loss: 0.3402 - acc: 0.8613 Epoch 10/10 7200/7200 [==============================] - 4s - loss: 0.4682 - acc: 0.7982 Epoch 2/10 6944/7200 [===========================>..] - ETA: 0s - loss: 0.3868 - acc: 0.8422 7200/7200 [==============================] - 1s - loss: 0.3869 - acc: 0.8429 Epoch 3/10 7200/7200 [==============================] - 4s - loss: 0.4541 - acc: 0.7988 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3648 - acc: 0.8522 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3845 - acc: 0.8361 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3551 - acc: 0.8536 Epoch 5/10 928/7200 [==>...........................] - ETA: 1s - loss: 0.3436 - acc: 0.8621Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3606 - acc: 0.8500 2880/7200 [===========>..................] - ETA: 0s - loss: 0.3352 - acc: 0.8649Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3552 - acc: 0.8574 Epoch 6/10 1152/7200 [===>..........................] - ETA: 1s - loss: 0.3656 - acc: 0.8550Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3516 - acc: 0.8546 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3522 - acc: 0.8590 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3477 - acc: 0.8592 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3487 - acc: 0.8592 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3462 - acc: 0.8590 5632/7200 [======================>.......] - ETA: 1s - loss: 0.4743 - acc: 0.7882Epoch 7/10 7200/7200 [==============================] - 4s - loss: 0.4604 - acc: 0.7946 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3487 - acc: 0.8607 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3441 - acc: 0.8590 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.4000 - acc: 0.8251 Epoch 3/10 7200/7200 [==============================] - 4s - loss: 0.4515 - acc: 0.7994 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3407 - acc: 0.8619 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3444 - acc: 0.8572 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3759 - acc: 0.8464 4928/7200 [===================>..........] - ETA: 0s - loss: 0.3911 - acc: 0.8391Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3915 - acc: 0.8410 Epoch 3/10 2400/7200 [=========>....................] - ETA: 0s - loss: 0.3479 - acc: 0.8608 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3431 - acc: 0.8607 7200/7200 [==============================] - 1s - loss: 0.3601 - acc: 0.8539 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3682 - acc: 0.8493 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3407 - acc: 0.8597 7200/7200 [==============================] - 1s - loss: 0.3561 - acc: 0.8538 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3557 - acc: 0.8518 Epoch 5/10 3456/7200 [=============>................] - ETA: 0s - loss: 0.3495 - acc: 0.8588 Epoch 7/10 800/800 [==============================] - 2s 0s - loss: 0.3372 - acc: 0.86 7200/7200 [==============================] - 1s - loss: 0.3541 - acc: 0.8560 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3490 - acc: 0.8603 Epoch 8/10 2400/7200 [=========>....................] - ETA: 0s - loss: 0.3478 - acc: 0.8571Epoch 1/10 4672/7200 [==================>...........] - ETA: 0s - loss: 0.3385 - acc: 0.8609 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3495 - acc: 0.8567 Epoch 9/10 3808/7200 [==============>...............] - ETA: 0s - loss: 0.3393 - acc: 0.8637Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3464 - acc: 0.8608 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3478 - acc: 0.8585 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3462 - acc: 0.8599 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3466 - acc: 0.8582 7200/7200 [==============================] - 1s - loss: 0.3433 - acc: 0.8596 Epoch 10/10 7200/7200 [==============================] - 4s - loss: 0.4535 - acc: 0.8031 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3423 - acc: 0.8625 7200/7200 [==============================] - 4s - loss: 0.4680 - acc: 0.7988 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3893 - acc: 0.8404 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3783 - acc: 0.8475 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3663 - acc: 0.8518 Epoch 4/10 1920/7200 [=======>......................] - ETA: 0s - loss: 0.3531 - acc: 0.8562Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3578 - acc: 0.8500 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3530 - acc: 0.8529 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3514 - acc: 0.8542 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3543 - acc: 0.8560 Epoch 1/10 2848/7200 [==========>...................] - ETA: 0s - loss: 0.3568 - acc: 0.8543Epoch 6/10 672/7200 [=>............................] - ETA: 30s - loss: 0.6940 - acc: 0.5432 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3497 - acc: 0.8575 Epoch 7/10 6368/7200 [=========================>....] - ETA: 0s - loss: 0.3438 - acc: 0.8590 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3438 - acc: 0.8603 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3444 - acc: 0.8596 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3864 - acc: 0.8410 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3427 - acc: 0.8632 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3435 - acc: 0.8601 Epoch 9/10 6912/7200 [===========================>..] - ETA: 0s - loss: 0.3634 - acc: 0.8549 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3635 - acc: 0.8544 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3424 - acc: 0.8592 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3405 - acc: 0.8611 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3411 - acc: 0.8617 7200/7200 [==============================] - 1s - loss: 0.3552 - acc: 0.8587 Epoch 10/10 Epoch 5/10 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3418 - acc: 0.8607 7200/7200 [==============================] - 1s - loss: 0.3558 - acc: 0.8594 7200/7200 [==============================] - 1s - loss: 0.3369 - acc: 0.8601 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3688 - acc: 0.8504 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3498 - acc: 0.8606 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3597 - acc: 0.8508 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3468 - acc: 0.8568 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3540 - acc: 0.8551 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3434 - acc: 0.8601 Epoch 9/10 4992/7200 [===================>..........] - ETA: 0s - loss: 0.3513 - acc: 0.8590Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3526 - acc: 0.8587 Epoch 7/10 288/7200 [>.............................] - ETA: 1s - loss: 0.3014 - acc: 0.8785Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3438 - acc: 0.8601 Epoch 10/10 3072/7200 [===========>..................] - ETA: 0s - loss: 0.3384 - acc: 0.8620 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3407 - acc: 0.8613 7200/7200 [==============================] - 1s - loss: 0.3508 - acc: 0.8535 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3446 - acc: 0.8603 Epoch 10/10 7200/7200 [==============================] - 4s - loss: 0.4502 - acc: 0.8053 Epoch 2/10 7200/7200 [==============================] - 4s - loss: 0.4458 - acc: 0.8118 Epoch 2/10 800/800 [==============================] - 2s 1s - loss: 0.4010 - acc: 0.84 7200/7200 [==============================] - 1s - loss: 0.3432 - acc: 0.8606 7200/7200 [==============================] - 1s - loss: 0.3732 - acc: 0.8462 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3666 - acc: 0.8528 Epoch 3/10 3328/7200 [============>.................] - ETA: 0s - loss: 0.3570 - acc: 0.8501Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3550 - acc: 0.8542 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3549 - acc: 0.8544 1824/7200 [======>.......................] - ETA: 0s - loss: 0.3480 - acc: 0.8635Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3504 - acc: 0.8583 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3479 - acc: 0.8574 1248/7200 [====>.........................] - ETA: 1s - loss: 0.3414 - acc: 0.8574Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3476 - acc: 0.8557 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3428 - acc: 0.8585 Epoch 6/10 352/7200 [>.............................] - ETA: 1s - loss: 0.3144 - acc: 0.8835Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3450 - acc: 0.8604 Epoch 7/10 6880/7200 [===========================>..] - ETA: 0s - loss: 0.4568 - acc: 0.8073 Epoch 7/10 7200/7200 [==============================] - 4s - loss: 0.4566 - acc: 0.8074 Epoch 2/10 6464/7200 [=========================>....] - ETA: 0s - loss: 0.3770 - acc: 0.8475 Epoch 8/10 32/7200 [..............................] - ETA: 1s - loss: 0.3178 - acc: 0.8125 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3768 - acc: 0.8472 608/7200 [=>............................] - ETA: 1s - loss: 0.3002 - acc: 0.8684Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3383 - acc: 0.8629 7040/7200 [============================>.] - ETA: 0s - loss: 0.3389 - acc: 0.8611Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3405 - acc: 0.8603 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3561 - acc: 0.8538 Epoch 4/10 3904/7200 [===============>..............] - ETA: 0s - loss: 0.3419 - acc: 0.8635 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3349 - acc: 0.8638 2752/7200 [==========>...................] - ETA: 0s - loss: 0.3873 - acc: 0.8354Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3389 - acc: 0.8631 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3513 - acc: 0.8542 1536/7200 [=====>........................] - ETA: 0s - loss: 0.3499 - acc: 0.8561Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3663 - acc: 0.8492 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3340 - acc: 0.8638 7200/7200 [==============================] - 1s - loss: 0.3347 - acc: 0.8624 7200/7200 [==============================] - 1s - loss: 0.3482 - acc: 0.8582 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3490 - acc: 0.8574 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3487 - acc: 0.8549 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3476 - acc: 0.8581 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3429 - acc: 0.8578 3392/7200 [=============>................] - ETA: 0s - loss: 0.3458 - acc: 0.8600Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3455 - acc: 0.8587 Epoch 6/10 1088/7200 [===>..........................] - ETA: 1s - loss: 0.3361 - acc: 0.8612Epoch 1/10 2784/7200 [==========>...................] - ETA: 0s - loss: 0.3275 - acc: 0.8631Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3413 - acc: 0.8626 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3411 - acc: 0.8582 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3411 - acc: 0.8585 Epoch 10/10 4768/7200 [==================>...........] - ETA: 0s - loss: 0.3311 - acc: 0.8591 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3407 - acc: 0.8590 2848/7200 [==========>...................] - ETA: 5s - loss: 0.4787 - acc: 0.7935 Epoch 9/10 7200/7200 [==============================] - 4s - loss: 0.4505 - acc: 0.8057 Epoch 2/10 7200/7200 [==============================] - 4s - loss: 0.4469 - acc: 0.8061 1504/7200 [=====>........................] - ETA: 0s - loss: 0.3700 - acc: 0.8551Epoch 2/10 2976/7200 [===========>..................] - ETA: 0s - loss: 0.3769 - acc: 0.8501 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3764 - acc: 0.8456 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3695 - acc: 0.8493 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3315 - acc: 0.8601 6752/7200 [===========================>..] - ETA: 0s - loss: 0.3580 - acc: 0.8510Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3592 - acc: 0.8506 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3516 - acc: 0.8562 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3534 - acc: 0.8547 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3496 - acc: 0.8579 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3498 - acc: 0.8587 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3476 - acc: 0.8585 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3482 - acc: 0.8554 Epoch 7/10 896/7200 [==>...........................] - ETA: 1s - loss: 0.3416 - acc: 0.8560Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3426 - acc: 0.8613 Epoch 7/10 7200/7200 [==============================] - 4s - loss: 0.4487 - acc: 0.8065 3776/7200 [==============>...............] - ETA: 0s - loss: 0.3360 - acc: 0.8641Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3453 - acc: 0.8603 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3430 - acc: 0.8571 3776/7200 [==============>...............] - ETA: 0s - loss: 0.3449 - acc: 0.8581Epoch 8/10 192/7200 [..............................] - ETA: 2s - loss: 0.3883 - acc: 0.8177 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3419 - acc: 0.8572 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3387 - acc: 0.8613 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3533 - acc: 0.8561 32/7200 [..............................] - ETA: 719s - loss: 0.6958 - acc: 0.5625Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3415 - acc: 0.8617 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3369 - acc: 0.8647 6112/7200 [========================>.....] - ETA: 0s - loss: 0.4627 - acc: 0.8030Epoch 10/10 7168/7200 [============================>.] - ETA: 0s - loss: 0.3462 - acc: 0.8588 7200/7200 [==============================] - 1s - loss: 0.3470 - acc: 0.8583 Epoch 2/10 32/7200 [..............................] - ETA: 1s - loss: 0.2485 - acc: 0.9062Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3403 - acc: 0.8622 7200/7200 [==============================] - 1s - loss: 0.3325 - acc: 0.8622 7104/7200 [============================>.] - ETA: 0s - loss: 0.3717 - acc: 0.8505 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3707 - acc: 0.8511 Epoch 3/10 6496/7200 [==========================>...] - ETA: 0s - loss: 0.3488 - acc: 0.8562 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3493 - acc: 0.8556 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3391 - acc: 0.8649 6272/7200 [=========================>....] - ETA: 0s - loss: 0.3442 - acc: 0.8581Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3453 - acc: 0.8582 Epoch 5/10 3968/7200 [===============>..............] - ETA: 0s - loss: 0.3342 - acc: 0.8639Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3381 - acc: 0.8619 Epoch 9/10 896/7200 [==>...........................] - ETA: 1s - loss: 0.3381 - acc: 0.8616 Epoch 6/10 608/7200 [=>............................] - ETA: 1s - loss: 0.3340 - acc: 0.8684Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3381 - acc: 0.8604 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3430 - acc: 0.8601 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3343 - acc: 0.8635 7200/7200 [==============================] - 1s - loss: 0.3388 - acc: 0.8615 Epoch 8/10 2784/7200 [==========>...................] - ETA: 5s - loss: 0.5073 - acc: 0.7913 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3348 - acc: 0.8633 1536/7200 [=====>........................] - ETA: 1s - loss: 0.3964 - acc: 0.8372Epoch 9/10 7200/7200 [==============================] - 4s - loss: 0.4571 - acc: 0.8074 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3720 - acc: 0.8467 Epoch 3/10 4160/7200 [================>.............] - ETA: 0s - loss: 0.3804 - acc: 0.8447 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3759 - acc: 0.8465 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3484 - acc: 0.8581 Epoch 4/10 1280/7200 [====>.........................] - ETA: 0s - loss: 0.3295 - acc: 0.8641Epoch 1/10 2432/7200 [=========>....................] - ETA: 0s - loss: 0.3355 - acc: 0.8676 7200/7200 [==============================] - 1s - loss: 0.3551 - acc: 0.8525 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3466 - acc: 0.8582 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3501 - acc: 0.8592 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3427 - acc: 0.8592 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3456 - acc: 0.8576 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3373 - acc: 0.8631 1824/7200 [======>.......................] - ETA: 10s - loss: 0.5455 - acc: 0.7429Epoch 7/10 7200/7200 [==============================] - 4s - loss: 0.4487 - acc: 0.7996 Epoch 2/10 320/7200 [>.............................] - ETA: 1s - loss: 0.3105 - acc: 0.8906Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3467 - acc: 0.8567 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3357 - acc: 0.8631 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3703 - acc: 0.8485 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3358 - acc: 0.8601 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3420 - acc: 0.8590 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3543 - acc: 0.8539 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3340 - acc: 0.8626 352/7200 [>.............................] - ETA: 1s - loss: 0.3347 - acc: 0.8580Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3415 - acc: 0.8619 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3490 - acc: 0.8561 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3319 - acc: 0.8622 7200/7200 [==============================] - 1s - loss: 0.3379 - acc: 0.8592 Epoch 10/10 7200/7200 [==============================] - 4s - loss: 0.4486 - acc: 0.8071 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3455 - acc: 0.8572 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3358 - acc: 0.8622 7200/7200 [==============================] - 1s - loss: 0.3748 - acc: 0.8462 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3447 - acc: 0.8607 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3534 - acc: 0.8553 Epoch 4/10 2016/7200 [=======>......................] - ETA: 0s - loss: 0.3367 - acc: 0.8611 Epoch 8/10 4640/7200 [==================>...........] - ETA: 0s - loss: 0.3516 - acc: 0.8595Epoch 1/10 800/800 [==============================] - 2s 0s - loss: 0.3544 - acc: 0.85 7200/7200 [==============================] - 1s - loss: 0.3491 - acc: 0.8582 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3397 - acc: 0.8594 Epoch 9/10 6368/7200 [=========================>....] - ETA: 0s - loss: 0.3503 - acc: 0.8541Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3472 - acc: 0.8567 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3381 - acc: 0.8644 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3449 - acc: 0.8611 Epoch 7/10 1984/7200 [=======>......................] - ETA: 0s - loss: 0.3335 - acc: 0.8639 7200/7200 [==============================] - 1s - loss: 0.3390 - acc: 0.8628 Epoch 8/10 896/7200 [==>...........................] - ETA: 1s - loss: 0.3423 - acc: 0.8560 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3374 - acc: 0.8635 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3712 - acc: 0.8471 4288/7200 [================>.............] - ETA: 2s - loss: 0.4746 - acc: 0.7966Epoch 3/10 2912/7200 [===========>..................] - ETA: 0s - loss: 0.3549 - acc: 0.8561 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3368 - acc: 0.8613 7040/7200 [============================>.] - ETA: 0sEpoch 10/10 352/7200 [>.............................] - ETA: 1s - loss: 0.2999 - acc: 0.8864 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3720 - acc: 0.8489 Epoch 3/10 Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3512 - acc: 0.8557 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3332 - acc: 0.8658 7200/7200 [==============================] - 1s - loss: 0.3519 - acc: 0.8536 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3467 - acc: 0.8578 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3451 - acc: 0.8593 3520/7200 [=============>................] - ETA: 0s - loss: 0.3379 - acc: 0.8622Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3436 - acc: 0.8569 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3433 - acc: 0.8568 Epoch 6/10 2752/7200 [==========>...................] - ETA: 0s - loss: 0.3374 - acc: 0.8583 5984/7200 [=======================>......] - ETA: 0s Epoch 8/10 32/7200 [..............................] - ETA: 1s - loss: 0.3726 - acc: 0.8125Epoch 2/10 4160/7200 [================>.............] - ETA: 0s - loss: 0.3853 - acc: 0.8413Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3442 - acc: 0.8585 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3387 - acc: 0.8613 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3749 - acc: 0.8467 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3369 - acc: 0.8619 4384/7200 [=================>............] - ETA: 0s - loss: 0.3652 - acc: 0.8469Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3384 - acc: 0.8615 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3566 - acc: 0.8568 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3357 - acc: 0.8638 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3379 - acc: 0.8626 320/7200 [>.............................] - ETA: 67s - loss: 0.6982 - acc: 0.4844 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3345 - acc: 0.8611 Epoch 10/10 7200/7200 [==============================] - 4s - loss: 0.4539 - acc: 0.7993 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3472 - acc: 0.8579 320/7200 [>.............................] - ETA: 1s - loss: 0.3884 - acc: 0.8500Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3315 - acc: 0.8656 7008/7200 [============================>.] - ETA: 0s - loss: 0.3451 - acc: 0.8590 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3458 - acc: 0.8582 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3422 - acc: 0.8585 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3561 - acc: 0.8533 Epoch 4/10 1184/7200 [===>..........................] - ETA: 1s - loss: 0.3576 - acc: 0.8556Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3437 - acc: 0.8624 Epoch 9/10 832/7200 [==>...........................] - ETA: 1s - loss: 0.3287 - acc: 0.8666 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3373 - acc: 0.8611 Epoch 10/10 5280/7200 [=====================>........] - ETA: 0s - loss: 0.3433 - acc: 0.8629Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3460 - acc: 0.8603 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3368 - acc: 0.8624 7200/7200 [==============================] - 1s - loss: 0.3462 - acc: 0.8582 Epoch 7/10 7200/7200 [==============================] - 4s - loss: 0.4439 - acc: 0.8111 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3402 - acc: 0.8647 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3747 - acc: 0.8453 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3403 - acc: 0.8594 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3533 - acc: 0.8529 Epoch 4/10 7200/7200 [==============================] - 4s - loss: 0.4533 - acc: 0.8021 Epoch 2/10 5888/7200 [=======================>......] - ETA: 0s - loss: 0.3324 - acc: 0.8651Epoch 1/10 5824/7200 [=======================>......] - ETA: 0s - loss: 0.3750 - acc: 0.8482 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3472 - acc: 0.8583 512/7200 [=>............................] - ETA: 1s - loss: 0.3511 - acc: 0.8516Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3701 - acc: 0.8490 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3475 - acc: 0.8572 Epoch 6/10 32/7200 [..............................] - ETA: 1s - loss: 0.2637 - acc: 0.9062 7200/7200 [==============================] - 1s - loss: 0.3522 - acc: 0.8549 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3418 - acc: 0.8610 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3435 - acc: 0.8587 5 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3408 - acc: 0.8579 Epoch 8/10 7200/7200 [==============================] - 4s - loss: 0.4418 - acc: 0.8144 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3436 - acc: 0.8601 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3390 - acc: 0.8632 5184/7200 [====================>.........] - ETA: 0s - loss: 0.3688 - acc: 0.8476Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3700 - acc: 0.8474 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3413 - acc: 0.8601 Epoch 7/10 672/7200 [=>............................] - ETA: 1s - loss: 0.3464 - acc: 0.8646Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3382 - acc: 0.8619 Epoch 10/10 7200/7200 [==============================] - 1s - loss: 0.3521 - acc: 0.8547 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3366 - acc: 0.8638 3136/7200 [============>.................] - ETA: 0s - loss: 0.3336 - acc: 0.8622Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3356 - acc: 0.8628 7200/7200 [==============================] - 1s - loss: 0.3462 - acc: 0.8581 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3398 - acc: 0.8600 Epoch 9/10 1792/7200 [======>.......................] - ETA: 11s - loss: 0.5357 - acc: 0.7941 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3374 - acc: 0.8604 2688/7200 [==========>...................] - ETA: 6s - loss: 0.5024 - acc: 0.7965Epoch 10/10 4640/7200 [==================>...........] - ETA: 0s - loss: 0.3427 - acc: 0.8591 Epoch 2/10 7200/7200 [==============================] - 1s - loss: 0.3412 - acc: 0.8603 Epoch 7/10 7200/7200 [==============================] - 1s - loss: 0.3334 - acc: 0.8631 7200/7200 [==============================] - 1s - loss: 0.3709 - acc: 0.8475 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3409 - acc: 0.8608 Epoch 8/10 1536/7200 [=====>........................] - ETA: 0s - loss: 0.3752 - acc: 0.8372Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3531 - acc: 0.8547 Epoch 4/10 7200/7200 [==============================] - 1s - loss: 0.3363 - acc: 0.8628 Epoch 9/10 7200/7200 [==============================] - 1s - loss: 0.3517 - acc: 0.8553 Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3360 - acc: 0.8611 Epoch 10/10 3072/7200 [===========>..................] - ETA: 0s - loss: 0.3368 - acc: 0.8597Epoch 1/10 7200/7200 [==============================] - 1s - loss: 0.3468 - acc: 0.8560 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3330 - acc: 0.8643 7200/7200 [==============================] - 3s - loss: 0.5408 - acc: 0.7867 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.4204 - acc: 0.8143 Epoch 3/10 7200/7200 [==============================] - 1s - loss: 0.3464 - acc: 0.8578 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8386 320/7200 [>.............................] - ETA: 1s - loss: 0.3466 - acc: 0.8625Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3775 - acc: 0.8447 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3649 - acc: 0.8504 Epoch 6/10 64/7200 [..............................] - ETA: 0s - loss: 0.3432 - acc: 0.9219 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3644 - acc: 0.8511 Epoch 7/10 7200/7200 [==============================] - 3s - loss: 0.5850 - acc: 0.7728 Epoch 2/10 6304/7200 [=========================>....] - ETA: 0sss: 0.3586 - acc: 0.8543 Epoch 8/10 7200/7200 [==============================] - 1s - loss: 0.3432 - acc: 0.8594 1728/7200 [======>.......................] - ETA: 0s - loss: 0.3792 - acc: 0.8426Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.4351 - acc: 0.8040 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3568 - acc: 0.8540 Epoch 9/10 1280/7200 [====>.........................] - ETA: 0s - loss: 0.3907 - acc: 0.8398Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8321 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3583 - acc: 0.8526 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3824 - acc: 0.8454 3520/7200 [=============>................] - ETA: 0s - loss: 0.3373 - acc: 0.8599Epoch 5/10 7200/7200 [==============================] - 1s - loss: 0.3368 - acc: 0.8611 64/7200 [..............................] - ETA: 0s - loss: 0.4260 - acc: 0.8125Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3496 - acc: 0.8551 7200/7200 [==============================] - 0s - loss: 0.3624 - acc: 0.8526 Epoch 6/10 7200/7200 [==============================] - 1s - loss: 0.3387 - acc: 0.8617 7200/7200 [==============================] - 0s - loss: 0.3621 - acc: 0.8540 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3520 - acc: 0.8586 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3559 - acc: 0.8564 Epoch 9/10 7200/7200 [==============================] - 3s - loss: 0.5543 - acc: 0.7758 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3516 - acc: 0.8558 768/800 [===========================>..] - ETA: 0s Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.4280 - acc: 0.8081 Epoch 3/10 2272/7200 [========>.....................] - ETA: 0s - loss: 0.4058 - acc: 0.82Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8279 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3806 - acc: 0.8446 Epoch 5/10 5056/7200 [====================>.........] - ETA: 0s - loss: 0.3615 - acc: 0.8538Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3683 - acc: 0.8507 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3676 - acc: 0.8479 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3608 - acc: 0.8538 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3565 - acc: 0.8536 6 Epoch 9/10 1728/7200 [======>.......................] - ETA: 10s - loss: 0.6652 - acc: 0.7373Epoch 1/10 7200/7200 [==============================] - 3s - loss: 0.5727 - acc: 0.7814 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3569 - acc: 0.8546 704/7200 [=>............................] - ETA: 0s - loss: 0.4557 - acc: 0.7983Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.4399 - acc: 0.8014 1856/7200 [======>.......................] - ETA: 9s - loss: 0.6196 - acc: 0.7850 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3553 - acc: 0.8568 7200/7200 [==============================] - 3s - loss: 0.5216 - acc: 0.7917 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.4155 - acc: 0.8208 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.4290 - acc: 0.8086 6208/7200 [========================>.....] - ETA: 0s - loss: 0.4034 - acc: 0.8323Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8350 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.4079 - acc: 0.8265 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3858 - acc: 0.8415 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3908 - acc: 0.8363 7200/7200 [==============================] - 0s - loss: 0.3782 - acc: 0.8467 Epoch 5/10 64/7200 [..............................] - ETA: 0s - loss: 0.4191 - acc: 0.8594Epoch 7/10 7200/7200 [==============================] - 3s - loss: 0.5206 - acc: 0.7926 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3756 - acc: 0.8475 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3809 - acc: 0.8411 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.4247 - acc: 0.8121 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3665 - acc: 0.8515 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3755 - acc: 0.8453 Epoch 7/10 3456/7200 [=============>................] - ETA: 0s - loss: 0.3993 - acc: 0.8322Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3645 - acc: 0.8499 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.4047 - acc: 0.8289 64/7200 [..............................] - ETA: 0s - loss: 0.4239 - acc: 0.8594Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3701 - acc: 0.8460 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3617 - acc: 0.8501 7200/7200 [==============================] - 0s - loss: 0.3862 - acc: 0.8378 Epoch 5/10 2880/7200 [===========>..................] - ETA: 0s - loss: 0.3735 - acc: 0.8469 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3778 - acc: 0.8425 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3622 - acc: 0.8544 Epoch 10/10 3584/7200 [=============>................] - ETA: 0s - loss: 0.3717 - acc: 0.8460 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3608 - acc: 0.8535 7200/7200 [==============================] - 0s - loss: 0.3661 - acc: 0.8504 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3638 - acc: 0.8511 7200/7200 [==============================] - 3s - loss: 0.5474 - acc: 0.7846 Epoch 9/10 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.4210 - acc: 0.8085 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3590 - acc: 0.8562 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8342 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3578 - acc: 0.8519 Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3769 - acc: 0.8415 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3691 - acc: 0.8458 Epoch 6/10 3776/7200 [==============>...............] - ETA: 0s - loss: 0.3595 - acc: 0.8485Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3661 - acc: 0.8481 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3624 - acc: 0.8454 Epoch 8/10 64/7200 [..............................] - ETA: 343s - loss: 0.7247 - acc: 0.2188 Epoch 9/10 5568/7200 [======================>.......] - ETA: 0s - loss: 0.3560 - acc: 0.8509Epoch 1/10 7200/7200 [==============================] - 3s - loss: 0.5833 - acc: 0.7556 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3558 - acc: 0.8522 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.4285 - acc: 0.8150 7200/7200 [==============================] - 0s - loss: 0.3572 - acc: 0.8504 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3884 - acc: 0.8411 Epoch 4/10 7200/7200 [==============================] - 3s - loss: 0.5497 - acc: 0.7756 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3708 - acc: 0.8458 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.4199 - acc: 0.8103 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3652 - acc: 0.8492 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8382 1 5760/7200 [=======================>......] - ETA: 0s - loss: 0.3598 - acc: 0.8531Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3559 - acc: 0.8542 Epoch 7/10 800/800 [==============================] - 2s s - loss: 0.3538 - acc: 0.851 7200/7200 [==============================] - 3s - loss: 0.5525 - acc: 0.7760 2688/7200 [==========>...................] - ETA: 0sEpoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3723 - acc: 0.8507 4160/7200 [================>.............] - ETA: 0sEpoch 5/10 1920/7200 [=======>......................] - ETA: 0s - loss: 0.4382 - acc: 0.8047 576/7200 [=>............................] - ETA: 0s - loss: 0.3385 - acc: 0.8490Epoch 8/10 5568/7200 [======================>.......] - ETA: 0s - loss: 0.3637 - acc: 0.8502 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3538 - acc: 0.8550 7200/7200 [==============================] - 0s - loss: 0.3623 - acc: 0.8511 Epoch 9/10 Epoch 6/10 4160/7200 [================>.............] - ETA: 0s - loss: 0.4064 - acc: 0.8286Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8340 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3507 - acc: 0.8551 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3602 - acc: 0.8476 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3755 - acc: 0.8478 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3497 - acc: 0.8592 7200/7200 [==============================] - 0s - loss: 0.3550 - acc: 0.8531 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3674 - acc: 0.8542 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3515 - acc: 0.8574 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3679 - acc: 0.8458 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3524 - acc: 0.8547 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3602 - acc: 0.8514 0 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3475 - acc: 0.8574 7200/7200 [==============================] - 3s - loss: 0.5436 - acc: 0.7829 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3580 - acc: 0.8553 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.4322 - acc: 0.8110 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3600 - acc: 0.8512 Epoch 10/10 6400/7200 [=========================>....] - ETA: 0s - loss: 0.4105 - acc: 0.8242Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.4094 - acc: 0.8261 Epoch 4/10 2496/7200 [=========>....................] - ETA: 0s - loss: 0.3984 - acc: 0.8361 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8361 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3855 - acc: 0.8392 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3763 - acc: 0.8444 Epoch 7/10 2688/7200 [==========>...................] - ETA: 0s - loss: 0.3761 - acc: 0.8408Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3718 - acc: 0.8447 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3661 - acc: 0.8475 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3651 - acc: 0.8482 Epoch 10/10 7200/7200 [==============================] - 3s - loss: 0.5603 - acc: 0.7676 Epoch 2/10 2368/7200 [========>.....................] - ETA: 0s - loss: 0.4407 - acc: 0.8066Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3615 - acc: 0.8490 7200/7200 [==============================] - 0s - loss: 0.4347 - acc: 0.8128 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.4054 - acc: 0.8357 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3900 - acc: 0.8429 Epoch 5/10 7200/7200 [==============================] - 3s - loss: 0.5438 - acc: 0.7833 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3724 - acc: 0.8479 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.4235 - acc: 0.8089 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3706 - acc: 0.8492 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8315 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3603 - acc: 0.8539 Epoch 8/10 7200/7200 [==============================] - 3s - loss: 0.5422 - acc: 0.7853 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3780 - acc: 0.8418 Epoch 5/10 6464/7200 [=========================>....] - ETA: 0s - loss: 0.3579 - acc: 0.8526Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3593 - acc: 0.8529 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.4192 - acc: 0.8099 Epoch 3/10 3072/7200 [===========>..................] - ETA: 0s - loss: 0.3535 - acc: 0.8512 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3571 - acc: 0.8507 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3889 - acc: 0.8356 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3681 - acc: 0.8461 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3515 - acc: 0.8590 7200/7200 [==============================] - 0s - loss: 0.3712 - acc: 0.8440 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3644 - acc: 0.8479 640/7200 [=>............................] - ETA: 0s - loss: 0.3174 - acc: 0.8781Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3649 - acc: 0.8511 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3619 - acc: 0.8515 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3595 - acc: 0.8488 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3596 - acc: 0.8501 2496/7200 [=========>....................] - ETA: 0s - loss: 0.3690 - acc: 0.8393Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3574 - acc: 0.8507 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3595 - acc: 0.8504 7200/7200 [==============================] - 3s - loss: 0.5463 - acc: 0.7776 Epoch 2/10 4864/7200 [===================>..........] - ETA: 0s - loss: 0.4340 - acc: 0.8039 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.4264 - acc: 0.8114 Epoch 3/10 5312/7200 [=====================>........] - ETA: 0s - loss: 0.4057 - acc: 0.8298 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8308 Epoch 4/10 896/7200 [==>...........................] - ETA: 0s - loss: 0.3950 - acc: 0.8404Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3527 - acc: 0.8543 7200/7200 [==============================] - 0s - loss: 0.3851 - acc: 0.8382 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3704 - acc: 0.8471 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3691 - acc: 0.8506 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3631 - acc: 0.8525 Epoch 8/10 1792/7200 [======>.......................] - ETA: 0s - loss: 0.3584 - acc: 0.8555Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3602 - acc: 0.8518 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3586 - acc: 0.8538 Epoch 10/10 7200/7200 [==============================] - 3s - loss: 0.5520 - acc: 0.7815 Epoch 2/10 6784/7200 [===========================>..] - ETA: 0s - loss: 0.3520 - acc: 0.8566Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3532 - acc: 0.8546 7200/7200 [==============================] - 0s - loss: 0.4216 - acc: 0.8049 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8311 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3820 - acc: 0.8414 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3735 - acc: 0.8467 Epoch 6/10 7200/7200 [==============================] - 3s - loss: 0.5459 - acc: 0.7822 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3677 - acc: 0.8450 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.4331 - acc: 0.8092 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3656 - acc: 0.8476 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.4080 - acc: 0.8265 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3590 - acc: 0.8521 5888/7200 [=======================>......] - ETA: 0s - loss: 0.5671 - acc: 0.7734Epoch 9/10 64/7200 [..............................] - ETA: 0s - loss: 0.4665 - acc: 0.8281Epoch 1/10 7200/7200 [==============================] - 3s - loss: 0.5440 - acc: 0.7812 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8317 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3563 - acc: 0.8522 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.4310 - acc: 0.8104 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3806 - acc: 0.8432 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3523 - acc: 0.8560 7200/7200 [==============================] - 0s - loss: 0.4067 - acc: 0.8289 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3746 - acc: 0.8446 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8306 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3697 - acc: 0.8432 2880/7200 [===========>..................] - ETA: 0s - loss: 0.3764 - acc: 0.8424Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3797 - acc: 0.8449 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3668 - acc: 0.8492 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3736 - acc: 0.8467 4416/7200 [=================>............] - ETA: 0s - loss: 0.3704 - acc: 0.8462Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3645 - acc: 0.8490 Epoch 10/10 704/7200 [=>............................] - ETA: 0s - loss: 0.3317 - acc: 0.8665 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3679 - acc: 0.8464 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3610 - acc: 0.8506 7200/7200 [==============================] - 0s - loss: 0.4375 - acc: 0.8021 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3643 - acc: 0.8506 Epoch 9/10 6336/7200 [=========================>....] - ETA: 0s - loss: 0.4082 - acc: 0.8277Epoch 1/10 1792/7200 [======>.......................] - ETA: 0s - loss: 0.3619 - acc: 0.8510 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3606 - acc: 0.8525 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8372 1856/7200 [======>.......................] - ETA: 0s - loss: 0.3435 - acc: 0.8567Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3600 - acc: 0.8501 7200/7200 [==============================] - 0s - loss: 0.3831 - acc: 0.8429 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3758 - acc: 0.8462 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3649 - acc: 0.8515 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3605 - acc: 0.8522 Epoch 1/10 Epoch 9/10 7200/7200 [==============================] - 3s - loss: 0.5652 - acc: 0.7679 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3635 - acc: 0.8499 64/800 [=>............................] - ETA: 31sEpoch 10/10 800/800 [==============================] - 2s s - loss: 0.4445 - acc: 0.808 7200/7200 [==============================] - 0s - loss: 0.4272 - acc: 0.8172 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3592 - acc: 0.8514 6848/7200 [===========================>..] - ETA: 0s - loss: 0.3951 - acc: 0.8424Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8422 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3766 - acc: 0.8497 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3656 - acc: 0.8526 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3595 - acc: 0.8539 Epoch 7/10 7200/7200 [==============================] - 3s - loss: 0.5045 - acc: 0.7872 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3593 - acc: 0.8510 Epoch 8/10 6208/7200 [========================>.....] - ETA: 0s - loss: 0.3554 - acc: 0.8581 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3574 - acc: 0.8553 Epoch 9/10 5440/7200 [=====================>........] - ETA: 0s - loss: 0.3897 - acc: 0.8368Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3871 - acc: 0.8396 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3558 - acc: 0.8543 Epoch 10/10 7200/7200 [==============================] - 3s - loss: 0.5077 - acc: 0.7868 2688/7200 [==========>...................] - ETA: 0s - loss: 0.3592 - acc: 0.8605Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3513 - acc: 0.8575 7200/7200 [==============================] - 0s - loss: 0.3675 - acc: 0.8526 5120/7200 [====================>.........] - ETA: 0s - loss: 0.4220 - acc: 0.8141Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.4119 - acc: 0.8201 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3621 - acc: 0.8521 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3864 - acc: 0.8383 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3556 - acc: 0.8544 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3666 - acc: 0.8511 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3522 - acc: 0.8567 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3597 - acc: 0.8521 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3506 - acc: 0.8549 Epoch 9/10 7200/7200 [==============================] - 3s - loss: 0.5495 - acc: 0.7533 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3518 - acc: 0.8557 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3470 - acc: 0.8592 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.4218 - acc: 0.8164 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3520 - acc: 0.8538 Epoch 8/10 5440/7200 [=====================>........] - ETA: 0s - loss: 0.3856 - acc: 0.8423Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8392 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8590 7200/7200 [==============================] - 0s - loss: 0.3476 - acc: 0.8556 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3670 - acc: 0.8471 5504/7200 [=====================>........] - ETA: 0s - loss: 0.3441 - acc: 0.8601Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8599 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3646 - acc: 0.8499 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8610 7200/7200 [==============================] - 0s - loss: 0.3605 - acc: 0.8528 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3595 - acc: 0.8522 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3514 - acc: 0.8542 Epoch 9/10 7200/7200 [==============================] - 3s - loss: 0.4988 - acc: 0.7975 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3522 - acc: 0.8529 Epoch 10/10 4864/7200 [===================>..........] - ETA: 0s - loss: 0.4206 - acc: 0.8123Epoch 1/10 2432/7200 [=========>....................] - ETA: 0sss: 0.4139 - acc: 0.8183 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3524 - acc: 0.8553 7200/7200 [==============================] - 0s - loss: 0.3869 - acc: 0.8361 Epoch 4/10 3200/7200 [============>.................] - ETA: 0s - loss: 0.3688 - acc: 0.8506Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3707 - acc: 0.8501 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3577 - acc: 0.8547 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3555 - acc: 0.8531 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3521 - acc: 0.8586 Epoch 8/10 7200/7200 [==============================] - 3s - loss: 0.5198 - acc: 0.7890 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3505 - acc: 0.8592 Epoch 9/10 1792/7200 [======>.......................] - ETA: 0s - loss: 0.4205 - acc: 0.8142Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3516 - acc: 0.8539 2816/7200 [==========>...................] - ETA: 5s - loss: 0.5982 - acc: 0.7905Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.4294 - acc: 0.8140 Epoch 3/10 7200/7200 [==============================] - 3s - loss: 0.5184 - acc: 0.7900 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3482 - acc: 0.8539 7200/7200 [==============================] - 0s - loss: 0.4058 - acc: 0.8264 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.4261 - acc: 0.8158 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8390 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.4052 - acc: 0.8261 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3681 - acc: 0.8497 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8382 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3601 - acc: 0.8538 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3694 - acc: 0.8494 4800/7200 [===================>..........] - ETA: 1s - loss: 0.5535 - acc: 0.7752Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3599 - acc: 0.8518 64/800 [=>............................] - ETA: 31sEpoch 8/10 7200/7200 [==============================] - 3s - loss: 0.5204 - acc: 0.7828 64/7200 [..............................] - ETA: 0sEpoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3593 - acc: 0.8533 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.4191 - acc: 0.8183 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3568 - acc: 0.8531 Epoch 9/10 5632/7200 [======================>.......] - ETA: 0s - loss: 0.3918 - acc: 0.8354Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3575 - acc: 0.8535 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3879 - acc: 0.8385 64/7200 [..............................] - ETA: 0s - loss: 0.4043 - acc: 0.8906Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3575 - acc: 0.8556 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3554 - acc: 0.8531 Epoch 9/10 64/7200 [..............................] - ETA: 0s - loss: 0.3371 - acc: 0.8594 5632/7200 [======================>.......] - ETA: 0s - loss: 0.3520 - acc: 0.8560Epoch 5/10 1792/7200 [======>.......................] - ETA: 0s - loss: 0.3578 - acc: 0.8549 7200/7200 [==============================] - 0s - loss: 0.3639 - acc: 0.8482 Epoch 6/10 64/7200 [..............................] - ETA: 0s - loss: 0.4263 - acc: 0.7969 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3526 - acc: 0.8519 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3528 - acc: 0.8572 7200/7200 [==============================] - 0s - loss: 0.3530 - acc: 0.8574 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3518 - acc: 0.8556 4 Epoch 9/10 800/800 [==============================] - 2s s - loss: 0.5482 - acc: 0.794 7200/7200 [==============================] - 3s - loss: 0.5113 - acc: 0.7906 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3496 - acc: 0.8558 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.4199 - acc: 0.8160 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3461 - acc: 0.8576 64/800 [=>............................] - ETA: 32ss - loss: 0.3927 - acc: 0.8404Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3909 - acc: 0.8425 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3677 - acc: 0.8488 Epoch 5/10 1856/7200 [======>.......................] - ETA: 0s - loss: 0.3595 - acc: 0.8556Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3564 - acc: 0.8540 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3552 - acc: 0.8538 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3497 - acc: 0.8554 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3503 - acc: 0.8568 Epoch 9/10 2496/7200 [=========>....................] - ETA: 0s - loss: 0.3543 - acc: 0.8610Epoch 1/10 7200/7200 [==============================] - 3s - loss: 0.5485 - acc: 0.7543 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3497 - acc: 0.8543 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.4147 - acc: 0.8169 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8579 7200/7200 [==============================] - 0s - loss: 0.3799 - acc: 0.8431 Epoch 4/10 7200/7200 [==============================] - 4s - loss: 0.5491 - acc: 0.7535 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3601 - acc: 0.8517 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.4201 - acc: 0.8161 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3552 - acc: 0.8493 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3852 - acc: 0.8414 576/7200 [=>............................] - ETA: 0s - loss: 0.3425 - acc: 0.8681Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3517 - acc: 0.8532 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3647 - acc: 0.8512 Epoch 5/10 7200/7200 [==============================] - 3s - loss: 0.4974 - acc: 0.7969 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3486 - acc: 0.8553 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3607 - acc: 0.8514 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.4201 - acc: 0.8090 Epoch 3/10 4160/7200 [================>.............] - ETA: 0s - loss: 0.3517 - acc: 0.8555Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3493 - acc: 0.8547 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3563 - acc: 0.8542 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3906 - acc: 0.8361 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3458 - acc: 0.8568 Epoch 10/10 64/7200 [..............................] - ETA: 0s - loss: 0.3923 - acc: 0.7969 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3711 - acc: 0.8494 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3464 - acc: 0.8567 7200/7200 [==============================] - 0s - loss: 0.3538 - acc: 0.8550 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3644 - acc: 0.8518 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3514 - acc: 0.8539 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3605 - acc: 0.8538 576/7200 [=>............................] - ETA: 0s - loss: 0.3480 - acc: 0.8507Epoch 7/10 6848/7200 [===========================>..] - ETA: 0s - loss: 0.3616 - acc: 0.8529 7200/7200 [==============================] - 0s - loss: 0.3610 - acc: 0.8532 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3525 - acc: 0.8528 Epoch 9/10 7200/7200 [==============================] - 3s - loss: 0.5278 - acc: 0.7850 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3533 - acc: 0.8540 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.4170 - acc: 0.8175 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3523 - acc: 0.8544 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8349 Epoch 4/10 3200/7200 [============>.................] - ETA: 0s - loss: 0.3773 - acc: 0.8441Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3706 - acc: 0.8485 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3594 - acc: 0.8532 Epoch 6/10 5888/7200 [=======================>......] - ETA: 0s - loss: 0.3537 - acc: 0.8578Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3561 - acc: 0.8546 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3527 - acc: 0.8564 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3521 - acc: 0.8560 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3515 - acc: 0.8543 8 Epoch 10/10 1152/7200 [===>..........................] - ETA: 18s - loss: 0.6615 - acc: 0.6927Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3472 - acc: 0.8575 7200/7200 [==============================] - 4s - loss: 0.5217 - acc: 0.7789 Epoch 2/10 1280/7200 [====>.........................] - ETA: 15s - loss: 0.6580 - acc: 0.7016 Epoch 3/10 7200/7200 [==============================] - 3s - loss: 0.5191 - acc: 0.7817 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3899 - acc: 0.8413 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.4148 - acc: 0.8243 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3719 - acc: 0.8469 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3846 - acc: 0.8424 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3652 - acc: 0.8486 Epoch 6/10 7200/7200 [==============================] - 3s - loss: 0.5370 - acc: 0.7675 5760/7200 [=======================>......] - ETA: 0s - loss: 0.3571 - acc: 0.8524Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3648 - acc: 0.8508 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3577 - acc: 0.8503 Epoch 7/10 7040/7200 [============================>.] - ETA: 0s - loss: 0.4286 - acc: 0.8097Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.4271 - acc: 0.8107 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3578 - acc: 0.8528 Epoch 6/10 3712/7200 [==============>...............] - ETA: 0s - loss: 0.4084 - acc: 0.8308 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8367 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3515 - acc: 0.8536 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3575 - acc: 0.8504 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3762 - acc: 0.8471 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3487 - acc: 0.8564 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3516 - acc: 0.8564 Epoch 10/10 5248/7200 [====================>.........] - ETA: 0s - loss: 0.3514 - acc: 0.8588 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3498 - acc: 0.8578 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3509 - acc: 0.8539 7200/7200 [==============================] - 0s - loss: 0.3615 - acc: 0.8536 5248/7200 [====================>.........] - ETA: 0s - loss: 0.3467 - acc: 0.8586Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3459 - acc: 0.8593 2048/7200 [=======>......................] - ETA: 0s - loss: 0.3560 - acc: 0.8555Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3573 - acc: 0.8524 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3452 - acc: 0.8576 7200/7200 [==============================] - 0s - loss: 0.3558 - acc: 0.8547 Epoch 9/10 64/7200 [..............................] - ETA: 0s - loss: 0.4659 - acc: 0.7812Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3542 - acc: 0.8558 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.4205 - acc: 0.8113 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8329 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3495 - acc: 0.8569 7200/7200 [==============================] - 0s - loss: 0.3841 - acc: 0.8417 Epoch 5/10 5760/7200 [=======================>......] - ETA: 0s - loss: 0.3757 - acc: 0.8424Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3718 - acc: 0.8453 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3652 - acc: 0.8510 Epoch 7/10 6528/7200 [==========================>...] - ETA: 0s - loss: 0.3631 - acc: 0.8529Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3617 - acc: 0.8526 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3546 - acc: 0.8557 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3534 - acc: 0.8544 Epoch 10/10 1856/7200 [======>.......................] - ETA: 0s - loss: 0.3385 - acc: 0.8605Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3533 - acc: 0.8550 7200/7200 [==============================] - 3s - loss: 0.5012 - acc: 0.7968 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.4225 - acc: 0.8064 Epoch 3/10 5952/7200 [=======================>......] - ETA: 0s - loss: 0.5095 - acc: 0.7986 Epoch 4/10 7200/7200 [==============================] - 4s - loss: 0.5010 - acc: 0.7961 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3718 - acc: 0.8444 6 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.4223 - acc: 0.8075 Epoch 3/10 7200/7200 [==============================] - 3s - loss: 0.4959 - acc: 0.7956 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3634 - acc: 0.8490 1152/7200 [===>..........................] - ETA: 0s - loss: 0.4129 - acc: 0.8160Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8354 Epoch 4/10 6080/7200 [========================>.....] - ETA: 0s - loss: 0.4183 - acc: 0.8150Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.4136 - acc: 0.8176 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3578 - acc: 0.8486 Epoch 7/10 576/7200 [=>............................] - ETA: 0s - loss: 0.3768 - acc: 0.8333 2688/7200 [==========>...................] - ETA: 0s - loss: 0.3881 - acc: 0.8400Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3881 - acc: 0.8389 Epoch 4/10 6976/7200 [============================>.] - ETA: 0s - loss: 0.3616 - acc: 0.8511 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3612 - acc: 0.8515 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3735 - acc: 0.8469 4672/7200 [==================>...........] - ETA: 0s - loss: 0.3540 - acc: 0.8527Epoch 5/10 6976/7200 [============================>.] - ETA: 0s - loss: 0.3518 - acc: 0.8542 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3540 - acc: 0.8532 2880/7200 [===========>..................] - ETA: 0s - loss: 0.3576 - acc: 0.8538Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3623 - acc: 0.8539 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3545 - acc: 0.8540 7200/7200 [==============================] - 0s - loss: 0.3543 - acc: 0.8501 Epoch 8/10 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3568 - acc: 0.8536 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3513 - acc: 0.8532 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3535 - acc: 0.8536 7200/7200 [==============================] - 0s - loss: 0.3568 - acc: 0.8544 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3515 - acc: 0.8526 Epoch 10/10 7200/7200 [==============================] - 3s - loss: 0.5159 - acc: 0.7910 Epoch 2/10 4736/7200 [==================>...........] - ETA: 0s - loss: 0.3484 - acc: 0.8554 3200/7200 [============>.................] - ETA: 0s - loss: 0.4196 - acc: 0.8134Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3505 - acc: 0.8556 7200/7200 [==============================] - 0s - loss: 0.4196 - acc: 0.8135 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3497 - acc: 0.8561 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3894 - acc: 0.8372 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3516 - acc: 0.8528 7200/7200 [==============================] - 0s - loss: 0.3720 - acc: 0.8447 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3605 - acc: 0.8511 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3603 - acc: 0.8529 Epoch 7/10 704/7200 [=>............................] - ETA: 0s - loss: 0.3564 - acc: 0.8608Epoch 1/10 800/800 [==============================] - 3s s - loss: 0.3529 - acc: 0.852 7200/7200 [==============================] - 0s - loss: 0.3557 - acc: 0.8536 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3586 - acc: 0.8557 Epoch 9/10 5376/7200 [=====================>........] - ETA: 0s - loss: 0.3556 - acc: 0.8517Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3546 - acc: 0.8519 Epoch 10/10 4352/7200 [=================>............] - ETA: 0s - loss: 0.3432 - acc: 0.8621Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3508 - acc: 0.8562 7200/7200 [==============================] - 3s - loss: 0.5218 - acc: 0.7815 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.4102 - acc: 0.8308 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3779 - acc: 0.8449 1024/7200 [===>..........................] - ETA: 0sEpoch 4/10 7200/7200 [==============================] - 3s - loss: 0.5224 - acc: 0.7794 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3635 - acc: 0.8500 Epoch 5/10 6208/7200 [========================>.....] - ETA: 0s - loss: 0.4138 - acc: 0.8265 Epoch 2/10 576/7200 [=>............................] - ETA: 0s - loss: 0.4129 - acc: 0.8108Epoch 1/10 2624/7200 [=========>....................] - ETA: 0s - loss: 0.3617 - acc: 0.8514 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3574 - acc: 0.8532 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3764 - acc: 0.8456 Epoch 3/10 Epoch 4/10 4544/7200 [=================>............] - ETA: 0s - loss: 0.3701 - acc: 0.8501 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8404 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3619 - acc: 0.8507 Epoch 5/10 3648/7200 [==============>...............] - ETA: 0s - loss: 0.3513 - acc: 0.8566 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3691 - acc: 0.8504 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3550 - acc: 0.8557 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3540 - acc: 0.8528 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3643 - acc: 0.8521 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3548 - acc: 0.8578 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3498 - acc: 0.8576 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3605 - acc: 0.8547 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3536 - acc: 0.8561 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3483 - acc: 0.8576 7200/7200 [==============================] - 0s - loss: 0.3562 - acc: 0.8571 5504/7200 [=====================>........] - ETA: 0s - loss: 0.3528 - acc: 0.8519Epoch 8/10 7200/7200 [==============================] - 4s - loss: 0.4824 - acc: 0.7962 Epoch 2/10 1728/7200 [======>.......................] - ETA: 0s - loss: 0.3660 - acc: 0.8507 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3550 - acc: 0.8569 Epoch 9/10 64/7200 [..............................] - ETA: 0s - loss: 0.5169 - acc: 0.8125 4736/7200 [==================>...........] - ETA: 0s - loss: 0.3448 - acc: 0.8613Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3476 - acc: 0.8594 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3523 - acc: 0.8567 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3824 - acc: 0.8451 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3469 - acc: 0.8610 7200/7200 [==============================] - 0s - loss: 0.3526 - acc: 0.8578 7200/7200 [==============================] - 0s - loss: 0.3686 - acc: 0.8514 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3553 - acc: 0.8515 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3548 - acc: 0.8519 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3547 - acc: 0.8512 Epoch 8/10 Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3531 - acc: 0.8579 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3490 - acc: 0.8565 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3471 - acc: 0.8587 Epoch 1/10 Epoch 1/10 7200/7200 [==============================] - 3s - loss: 0.5168 - acc: 0.7863 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.4246 - acc: 0.8176 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.83 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8368 0 Epoch 4/10 5056/7200 [====================>.........] - ETA: 1s - loss: 0.5425 - acc: 0.7905Epoch 1/10 7200/7200 [==============================] - 3s - loss: 0.5152 - acc: 0.7860 6272/7200 [=========================>....] - ETA: 0s - loss: 0.5230 - acc: 0.7916Epoch 2/10 640/7200 [=>............................] - ETA: 0s - loss: 0.4301 - acc: 0.8172 Epoch 5/10 7200/7200 [==============================] - 3s - loss: 0.5132 - acc: 0.7928 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.4223 - acc: 0.8175 6656/7200 [==========================>...] - ETA: 0s - loss: 0.4195 - acc: 0.8050Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.4175 - acc: 0.8065 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3683 - acc: 0.8507 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8379 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8361 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3635 - acc: 0.8524 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3775 - acc: 0.8451 Epoch 5/10 512/7200 [=>............................] - ETA: 0s - loss: 0.3838 - acc: 0.8438 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3567 - acc: 0.8554 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3663 - acc: 0.8536 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3608 - acc: 0.8497 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3583 - acc: 0.8561 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3597 - acc: 0.8533 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3610 - acc: 0.8494 Epoch 7/10 2048/7200 [=======>......................] - ETA: 0s - loss: 0.3557 - acc: 0.8569 Epoch 10/10 7200/7200 [==============================] - 4s - loss: 0.5075 - acc: 0.7868 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3527 - acc: 0.8547 7200/7200 [==============================] - 0s - loss: 0.3542 - acc: 0.8583 Epoch 8/10 4544/7200 [=================>............] - ETA: 0s - loss: 0.3565 - acc: 0.8554Epoch 8/10 2688/7200 [==========>...................] - ETA: 0s - loss: 0.3577 - acc: 0.8475 7200/7200 [==============================] - 0s - loss: 0.4136 - acc: 0.8271 5568/7200 [======================>.......] - ETA: 0s - loss: 0.3496 - acc: 0.8534Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3561 - acc: 0.8569 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3499 - acc: 0.8526 2048/7200 [=======>......................] - ETA: 0s - loss: 0.3950 - acc: 0.8350Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3784 - acc: 0.8464 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3501 - acc: 0.8586 Epoch 10/10 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3603 - acc: 0.8496 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3471 - acc: 0.8575 7200/7200 [==============================] - 0s - loss: 0.3485 - acc: 0.8587 7200/7200 [==============================] - 0s - loss: 0.3526 - acc: 0.8586 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3495 - acc: 0.8569 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3471 - acc: 0.8551 Epoch 8/10 6336/7200 [=========================>....] - ETA: 0s - loss: 0.3460 - acc: 0.8584Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3467 - acc: 0.8576 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8604 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3452 - acc: 0.8547 Epoch 1/10 Epoch 1/10 7200/7200 [==============================] - 3s - loss: 0.5538 - acc: 0.7632 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.4154 - acc: 0.8269 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3793 - acc: 0.8446 Epoch 4/10 4032/7200 [===============>..............] - ETA: 2s - loss: 0.6108 - acc: 0.7401Epoch 1/10 7200/7200 [==============================] - 3s - loss: 0.5552 - acc: 0.7628 4608/7200 [==================>...........] - ETA: 0s - loss: 0.3547 - acc: 0.8568Epoch 2/10 7200/7200 [==============================] - 4s - loss: 0.5145 - acc: 0.7925 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3602 - acc: 0.8525 Epoch 5/10 5184/7200 [====================>.........] - ETA: 0s - loss: 0.4241 - acc: 0.8193 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.4158 - acc: 0.8260 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3563 - acc: 0.8528 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3840 - acc: 0.8422 4288/7200 [================>.............] - ETA: 0s - loss: 0.3531 - acc: 0.8591Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3847 - acc: 0.8438 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3513 - acc: 0.8585 Epoch 7/10 4288/7200 [================>.............] - ETA: 0s - loss: 0.3534 - acc: 0.8526 6272/7200 [=========================>....] - ETA: 0s - loss: 0.3685 - acc: 0.8473Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3671 - acc: 0.8493 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3478 - acc: 0.8586 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3632 - acc: 0.8514 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3614 - acc: 0.8529 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3473 - acc: 0.8549 2304/7200 [========>.....................] - ETA: 0s - loss: 0.3570 - acc: 0.8533Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3568 - acc: 0.8546 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3571 - acc: 0.8558 Epoch 7/10 7200/7200 [==============================] - 3s - loss: 0.5458 - acc: 0.7879 2240/7200 [========>.....................] - ETA: 0s - loss: 0.3549 - acc: 0.8567Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3445 - acc: 0.8621 3392/7200 [=============>................] - ETA: 0s - loss: 0.3608 - acc: 0.8520Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3548 - acc: 0.8567 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3528 - acc: 0.8539 Epoch 8/10 1920/7200 [=======>......................] - ETA: 0s - loss: 0.3388 - acc: 0.8635 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8633 7200/7200 [==============================] - 0s - loss: 0.3501 - acc: 0.8557 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3547 - acc: 0.8533 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8387 Epoch 4/10 4736/7200 [==================>...........] - ETA: 0s - loss: 0.3759 - acc: 0.8461 Epoch 10/10 5376/7200 [=====================>........] - ETA: 0s - loss: 0.3713 - acc: 0.8484 512/7200 [=>............................] - ETA: 0s - loss: 0.3455 - acc: 0.8594Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3707 - acc: 0.8514 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3494 - acc: 0.8567 7200/7200 [==============================] - 0s - loss: 0.3489 - acc: 0.8604 7200/7200 [==============================] - 0s - loss: 0.3660 - acc: 0.8515 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3622 - acc: 0.8524 Epoch 7/10 800/800 [==============================] - 2s s - loss: 0.3555 - acc: 0.858 4928/7200 [===================>..........] - ETA: 0sss: 0.3573 - acc: 0.8556 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3572 - acc: 0.8571 Epoch 9/10 1920/7200 [=======>......................] - ETA: 0s - loss: 0.3505 - acc: 0.8646Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3526 - acc: 0.8603 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3479 - acc: 0.8597 7200/7200 [==============================] - 0s 6848/7200 [===========================>..] - ETA: 0sEpoch 1/10 Epoch 1/10 7200/7200 [==============================] - 3s - loss: 0.5117 - acc: 0.7915 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.4215 - acc: 0.8082 Epoch 3/10 4032/7200 [===============>..............] - ETA: 0s - loss: 0.3983 - acc: 0.8316Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8331 Epoch 4/10 7200/7200 [==============================] - 3s - loss: 0.4951 - acc: 0.7979 Epoch 2/10 7200/7200 [==============================] - 3s - loss: 0.5156 - acc: 0.7899 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3778 - acc: 0.8433 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.4134 - acc: 0.8139 4544/7200 [=================>............] - ETA: 0s - loss: 0.3566 - acc: 0.8550Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.4215 - acc: 0.8018 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3669 - acc: 0.8486 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3900 - acc: 0.8304 Epoch 4/10 512/7200 [=>............................] - ETA: 0s - loss: 0.3915 - acc: 0.8301 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3622 - acc: 0.8496 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3741 - acc: 0.8442 Epoch 5/10 1216/7200 [====>.........................] - ETA: 0s - loss: 0.3263 - acc: 0.8676 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3561 - acc: 0.8531 3136/7200 [============>.................] - ETA: 0s - loss: 0.3631 - acc: 0.8463Epoch 8/10 4096/7200 [================>.............] - ETA: 0s - loss: 0.3614 - acc: 0.8491 Epoch 6/10 1152/7200 [===>..........................] - ETA: 0s - loss: 0.3413 - acc: 0.8472 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3548 - acc: 0.8526 1728/7200 [======>.......................] - ETA: 0s - loss: 0.3396 - acc: 0.8704Epoch 9/10 7200/7200 [==============================] - 4s - loss: 0.5410 - acc: 0.7703 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3593 - acc: 0.8483 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3614 - acc: 0.8496 3456/7200 [=============>................] - ETA: 0s - loss: 0.4200 - acc: 0.8099Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3536 - acc: 0.8533 3072/7200 [===========>..................] - ETA: 0s - loss: 0.3595 - acc: 0.8564Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.4223 - acc: 0.8132 4608/7200 [==================>...........] - ETA: 0s - loss: 0.3530 - acc: 0.8581Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3516 - acc: 0.8592 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3549 - acc: 0.8553 Epoch 8/10 5504/7200 [=====================>........] - ETA: 0s - loss: 0.3875 - acc: 0.8410 7200/7200 [==============================] - 0s - loss: 0.3886 - acc: 0.8415 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3549 - acc: 0.8551 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3536 - acc: 0.8553 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3735 - acc: 0.8497 2816/7200 [==========>...................] - ETA: 0s - loss: 0.3591 - acc: 0.8512Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3518 - acc: 0.8540 Epoch 10/10 1216/7200 [====>.........................] - ETA: 0s - loss: 0.3747 - acc: 0.8520 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3564 - acc: 0.8574 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3500 - acc: 0.8569 7200/7200 [==============================] - 0s - loss: 0.3502 - acc: 0.8568 7200/7200 [==============================] - 0s - loss: 0.3540 - acc: 0.8556 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3507 - acc: 0.8558 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3503 - acc: 0.8581 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3486 - acc: 0.8558 Epoch 10/10 64/7200 [..............................] - ETA: 0s - loss: 0.3867 - acc: 0.8594Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8603 7040/7200 [============================>.] - ETA: 0sEpoch 1/10 Epoch 1/10 7200/7200 [==============================] - 3s - loss: 0.5150 - acc: 0.7950 Epoch 2/10 5184/7200 [====================>.........] - ETA: 0s - loss: 0.4217 - acc: 0.8179Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.4101 - acc: 0.8275 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3830 - acc: 0.8442 Epoch 4/10 7200/7200 [==============================] - 3s - loss: 0.4802 - acc: 0.7958 Epoch 2/10 7200/7200 [==============================] - 3s - loss: 0.5129 - acc: 0.7954 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3640 - acc: 0.8490 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.4075 - acc: 0.8233 Epoch 3/10 1728/7200 [======>.......................] - ETA: 0s - loss: 0.3781 - acc: 0.8414 2752/7200 [==========>...................] - ETA: 0s - loss: 0.3562 - acc: 0.8521Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3565 - acc: 0.8539 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3819 - acc: 0.8431 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3759 - acc: 0.8454 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3542 - acc: 0.8535 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3669 - acc: 0.8515 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3589 - acc: 0.8526 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3583 - acc: 0.8529 7200/7200 [==============================] - 0s - loss: 0.3541 - acc: 0.8585 Epoch 6/10 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3485 - acc: 0.8556 Epoch 6/10 7200/7200 [==============================] - 4s - loss: 0.5172 - acc: 0.7893 Epoch 2/10 1216/7200 [====>.........................] - ETA: 0s - loss: 0.4499 - acc: 0.7854 Epoch 7/10 1152/7200 [===>..........................] - ETA: 0s - loss: 0.3499 - acc: 0.8568 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3501 - acc: 0.8544 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.4186 - acc: 0.8118 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3560 - acc: 0.8533 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3472 - acc: 0.8596 Epoch 10/10 3456/7200 [=============>................] - ETA: 0s - loss: 0.3519 - acc: 0.8585 5312/7200 [=====================>........] - ETA: 0s - loss: 0.3953 - acc: 0.8345Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3876 - acc: 0.8396 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3509 - acc: 0.8569 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3472 - acc: 0.8567 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8604 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3714 - acc: 0.8472 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3516 - acc: 0.8568 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8611 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3649 - acc: 0.8464 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3501 - acc: 0.8558 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8601 7200/7200 [==============================] - 0s - loss: 0.3596 - acc: 0.8501 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3565 - acc: 0.8521 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3551 - acc: 0.8558 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3529 - acc: 0.8536 Epoch 10/10 2688/7200 [==========>...................] - ETA: 0s - loss: 0.3506 - acc: 0.8571Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3516 - acc: 0.8571 6912/7200 [===========================>..] - ETA: 0sEpoch 1/10 Epoch 1/10 7200/7200 [==============================] - 4s - loss: 0.4934 - acc: 0.7975 Epoch 2/10 1728/7200 [======>.......................] - ETA: 0s - loss: 0.4168 - acc: 0.8154Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8251 1 Epoch 3/10 7200/7200 [==============================] - 3s - loss: 0.4954 - acc: 0.7975 3840/7200 [===============>..............] - ETA: 3s - loss: 0.5294 - acc: 0.7956Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3761 - acc: 0.8461 Epoch 4/10 7200/7200 [==============================] - 4s - loss: 0.4943 - acc: 0.7982 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.4087 - acc: 0.8224 3904/7200 [===============>..............] - ETA: 0s - loss: 0.4108 - acc: 0.8220Epoch 3/10 5568/7200 [======================>.......] - ETA: 0s - loss: 0.4030 - acc: 0.8263 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8246 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3780 - acc: 0.8479 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3547 - acc: 0.8556 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3786 - acc: 0.8431 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3583 - acc: 0.8529 4800/7200 [===================>..........] - ETA: 0s - loss: 0.3508 - acc: 0.8558Epoch 5/10 1984/7200 [=======>......................] - ETA: 0s - loss: 0.3372 - acc: 0.8690 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3638 - acc: 0.8515 Epoch 5/10 5056/7200 [====================>.........] - ETA: 1s - loss: 0.4986 - acc: 0.7991 Epoch 6/10 7200/7200 [==============================] - 4s - loss: 0.4799 - acc: 0.7975 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3492 - acc: 0.8589 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3569 - acc: 0.8518 Epoch 6/10 576/7200 [=>............................] - ETA: 0s - loss: 0.3641 - acc: 0.8438 Epoch 7/10 2624/7200 [=========>....................] - ETA: 0s - loss: 0.3553 - acc: 0.8537 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3486 - acc: 0.8564 1792/7200 [======>.......................] - ETA: 0s - loss: 0.3852 - acc: 0.8493Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3463 - acc: 0.8599 Epoch 8/10 64/7200 [..............................] - ETA: 0s - loss: 0.3309 - acc: 0.8594 5440/7200 [=====================>........] - ETA: 0s - loss: 0.3843 - acc: 0.8436Epoch 7/10 1664/7200 [=====>........................] - ETA: 0s - loss: 0.3501 - acc: 0.8594 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8608 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3455 - acc: 0.8603 6208/7200 [========================>.....] - ETA: 0s - loss: 0.3603 - acc: 0.8541Epoch 9/10 3264/7200 [============>.................] - ETA: 0s - loss: 0.3480 - acc: 0.8581 7200/7200 [==============================] - 0s - loss: 0.3596 - acc: 0.8550 Epoch 8/10 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3441 - acc: 0.8590 6336/7200 [=========================>....] - ETA: 0s - loss: 0.3489 - acc: 0.8545 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3501 - acc: 0.8536 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3516 - acc: 0.8543 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8607 7200/7200 [==============================] - 0s - loss: 0.3464 - acc: 0.8561 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3470 - acc: 0.8575 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3473 - acc: 0.8571 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3454 - acc: 0.8568 7200/7200 [==============================] - 0s - loss: 0.3458 - acc: 0.8560 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8592 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8596 2432/7200 [=========>....................] - ETA: 0sEpoch 1/10 5888/7200 [=======================>......] - ETA: 0sEpoch 1/10 6720/7200 [===========================>..] - ETA: 0sEpoch 1/10 6976/7200 [============================>.] - ETA: 0sEpoch 1/10 7200/7200 [==============================] - 4s - loss: 0.4931 - acc: 0.7937 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.4164 - acc: 0.8176 5184/7200 [====================>.........] - ETA: 1s - loss: 0.5191 - acc: 0.7731Epoch 3/10 7200/7200 [==============================] - 4s - loss: 0.4966 - acc: 0.7817 7 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3868 - acc: 0.8406 Epoch 4/10 7200/7200 [==============================] - 4s - loss: 0.4892 - acc: 0.7975 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8289 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3665 - acc: 0.8519 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.4123 - acc: 0.8199 Epoch 3/10 576/7200 [=>............................] - ETA: 0s - loss: 0.3762 - acc: 0.8316 Epoch 4/10 5952/7200 [=======================>......] - ETA: 0s - loss: 0.3558 - acc: 0.8532 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3818 - acc: 0.8422 Epoch 4/10 1216/7200 [====>.........................] - ETA: 0s - loss: 0.3336 - acc: 0.8750 Epoch 5/10 7200/7200 [==============================] - 4s - loss: 0.5162 - acc: 0.7768 Epoch 2/10 2240/7200 [========>.....................] - ETA: 0s - loss: 0.4025 - acc: 0.8393 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3630 - acc: 0.8536 Epoch 5/10 64/7200 [..............................] - ETA: 0s - loss: 0.4083 - acc: 0.8281 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8328 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3523 - acc: 0.8528 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3545 - acc: 0.8551 4288/7200 [================>.............] - ETA: 0s - loss: 0.3757 - acc: 0.8535Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3524 - acc: 0.8539 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3676 - acc: 0.8532 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3503 - acc: 0.8583 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3496 - acc: 0.8551 Epoch 8/10 5376/7200 [=====================>........] - ETA: 0s - loss: 0.3449 - acc: 0.8577 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3518 - acc: 0.8539 Epoch 5/10 5888/7200 [=======================>......] - ETA: 0s - loss: 0.3516 - acc: 0.8539 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8589 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3477 - acc: 0.8560 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3478 - acc: 0.8567 2304/7200 [========>.....................] - ETA: 0s - loss: 0.3580 - acc: 0.8511Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3459 - acc: 0.8554 7200/7200 [==============================] - 0s - loss: 0.3458 - acc: 0.8603 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8554 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3470 - acc: 0.8581 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8603 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8578 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8607 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8626 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3460 - acc: 0.8574 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8604 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8622 6784/7200 [===========================>..] - ETA: 0sEpoch 1/10 1792/7200 [======>.......................] - ETA: 0sEpoch 1/10 6784/7200 [===========================>..] - ETA: 0sEpoch 1/10 7200/7200 [==============================] - 4s - loss: 0.4933 - acc: 0.7954 Epoch 2/10 7200/7200 [==============================] - 4s - loss: 0.4824 - acc: 0.7993 Epoch 2/10 2752/7200 [==========>...................] - ETA: 0s - loss: 0.3916 - acc: 0.8405 Epoch 3/10 5504/7200 [=====================>........] - ETA: 0s - loss: 0.4028 - acc: 0.8310Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.4054 - acc: 0.8322 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3770 - acc: 0.8482 Epoch 4/10 64/7200 [..............................] - ETA: 0s - loss: 0.3191 - acc: 0.9062 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3771 - acc: 0.8472 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3606 - acc: 0.8507 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.4091 - acc: 0.8203 64/7200 [..............................] - ETA: 1s - loss: 0.3298 - acc: 0.8906Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3640 - acc: 0.8492 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3781 - acc: 0.8453 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3506 - acc: 0.8556 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3581 - acc: 0.8510 2112/7200 [=======>......................] - ETA: 0s - loss: 0.3454 - acc: 0.8632Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3590 - acc: 0.8526 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3481 - acc: 0.8593 Epoch 7/10 1536/7200 [=====>........................] - ETA: 0s - loss: 0.3296 - acc: 0.8757 Epoch 7/10 7168/7200 [============================>.] - ETA: 0s - loss: 0.3421 - acc: 0.8560 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8560 Epoch 6/10 64/7200 [..............................] - ETA: 0s - loss: 0.2524 - acc: 0.8906Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3508 - acc: 0.8551 Epoch 8/10 6848/7200 [===========================>..] - ETA: 0s - loss: 0.3410 - acc: 0.8607 Epoch 7/10 7200/7200 [==============================] - 4s - loss: 0.4962 - acc: 0.7882 7200/7200 [==============================] - 0s - loss: 0.3420 - acc: 0.8607 Epoch 2/10 64/7200 [..............................] - ETA: 0s - loss: 0.4412 - acc: 0.7656Epoch 9/10 1280/7200 [====>.........................] - ETA: 0s - loss: 0.4076 - acc: 0.8125 Epoch 9/10 7104/7200 [============================>.] - ETA: 0s - loss: 0.3422 - acc: 0.8574 7200/7200 [==============================] - 0s - loss: 0.3475 - acc: 0.8571 Epoch 8/10 Epoch 3/10 64/7200 [..............................] - ETA: 0s - loss: 0.4252 - acc: 0.8438 Epoch 10/10 640/7200 [=>............................] - ETA: 0s - loss: 0.3254 - acc: 0.8625 640/7200 [=>............................] - ETA: 0s - loss: 0.4128 - acc: 0.8344Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3716 - acc: 0.8474 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3468 - acc: 0.8579 6464/7200 [=========================>....] - ETA: 0s - loss: 0.3416 - acc: 0.8547Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3459 - acc: 0.8593 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8556 7200/7200 [==============================] - 0s - loss: 0.3570 - acc: 0.8529 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3445 - acc: 0.8582 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3523 - acc: 0.8575 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8600 7200/7200 [==============================] - 0s - loss: 0.3481 - acc: 0.8587 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3477 - acc: 0.8569 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3481 - acc: 0.8576 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8593 Epoch 10/10 2368/7200 [========>.....................] - ETA: 0s - loss: 0.3439 - acc: 0.8611Epoch 1/10 2944/7200 [===========>..................] - ETA: 0s - loss: 0.3441 - acc: 0.8601Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8622 6720/7200 [===========================>..] - ETA: 0sEpoch 1/10 800/800 [==============================] - 2s 68s - loss: 0.7100 - acc: 0.359 7200/7200 [==============================] - 3s - loss: 0.5013 - acc: 0.7828 Epoch 2/10 7200/7200 [==============================] - 4s - loss: 0.4907 - acc: 0.7839 Epoch 2/10 4416/7200 [=================>............] - ETA: 0s - loss: 0.4074 - acc: 0.8259Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.4075 - acc: 0.8253 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8299 Epoch 3/10 7200/7200 [==============================] - 4s - loss: 0.4978 - acc: 0.7801 6720/7200 [===========================>..] - ETA: 0s - loss: 0.3715 - acc: 0.8481Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3752 - acc: 0.8454 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3710 - acc: 0.8497 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.4070 - acc: 0.8269 5696/7200 [======================>.......] - ETA: 0s - loss: 0.3574 - acc: 0.8539Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3626 - acc: 0.8525 64/7200 [..............................] - ETA: 0s - loss: 0.4126 - acc: 0.8125Epoch 5/10 1792/7200 [======>.......................] - ETA: 0s - loss: 0.3549 - acc: 0.8566 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3765 - acc: 0.8482 6976/7200 [============================>.] - ETA: 0s - loss: 0.3561 - acc: 0.8535Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3560 - acc: 0.8540 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3534 - acc: 0.8546 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3520 - acc: 0.8540 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3625 - acc: 0.8550 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3489 - acc: 0.8578 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3466 - acc: 0.8561 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3599 - acc: 0.8501 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3468 - acc: 0.8546 Epoch 8/10 7200/7200 [==============================] - 4s - loss: 0.5059 - acc: 0.7786 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3505 - acc: 0.8553 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3544 - acc: 0.8531 576/7200 [=>............................] - ETA: 0s - loss: 0.3828 - acc: 0.8576Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8635 Epoch 9/10 1152/7200 [===>..........................] - ETA: 0s - loss: 0.3328 - acc: 0.8689 Epoch 3/10 2816/7200 [==========>...................] - ETA: 0s - loss: 0.3832 - acc: 0.8381 Epoch 10/10 4736/7200 [==================>...........] - ETA: 0s - loss: 0.3304 - acc: 0.8687 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8613 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3684 - acc: 0.8528 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3462 - acc: 0.8554 7200/7200 [==============================] - 0s - loss: 0.3477 - acc: 0.8576 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8603 7200/7200 [==============================] - 0s - loss: 0.3562 - acc: 0.8511 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3472 - acc: 0.8590 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3531 - acc: 0.8544 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3444 - acc: 0.8610 7200/7200 [==============================] - 0s - loss: 0.3489 - acc: 0.8557 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8575 Epoch 8/10 800/800 [==============================] - 2s s - loss: 0.3470 - acc: 0.855 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8576 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8593 Epoch 10/10 4928/7200 [===================>..........] - ETA: 0s - loss: 0.3385 - acc: 0.8638Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8632 Epoch 1/10 800/800 [==============================] - 3s 7040/7200 [============================>.] - ETA: 0sEpoch 1/10 7200/7200 [==============================] - 4s - loss: 0.4831 - acc: 0.7968 Epoch 2/10 4032/7200 [===============>..............] - ETA: 3s - loss: 0.5232 - acc: 0.7971Epoch 1/10 4992/7200 [===================>..........] - ETA: 0s - loss: 0.4147 - acc: 0.8173 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.4140 - acc: 0.8187 Epoch 3/10 1280/7200 [====>.........................] - ETA: 16s - loss: 0.6145 - acc: 0.7883 Epoch 3/10 2304/7200 [========>.....................] - ETA: 7s - loss: 0.5658 - acc: 0.8008 Epoch 4/10 7200/7200 [==============================] - 4s - loss: 0.4823 - acc: 0.7996 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3735 - acc: 0.8478 Epoch 4/10 2688/7200 [==========>...................] - ETA: 0s - loss: 0.3866 - acc: 0.8404 Epoch 5/10 4800/7200 [===================>..........] - ETA: 0s - loss: 0.3490 - acc: 0.8577 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3613 - acc: 0.8508 Epoch 5/10 576/7200 [=>............................] - ETA: 0s - loss: 0.2972 - acc: 0.8646 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3723 - acc: 0.8471 Epoch 4/10 6400/7200 [=========================>....] - ETA: 0s - loss: 0.3508 - acc: 0.8527 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3503 - acc: 0.8529 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3599 - acc: 0.8511 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3517 - acc: 0.8532 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3502 - acc: 0.8569 Epoch 8/10 7200/7200 [==============================] - 4s - loss: 0.5066 - acc: 0.7836 Epoch 2/10 5120/7200 [====================>.........] - ETA: 0s - loss: 0.3469 - acc: 0.8561Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3469 - acc: 0.8568 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3462 - acc: 0.8569 Epoch 8/10 3136/7200 [============>.................] - ETA: 0s - loss: 0.3419 - acc: 0.8594 Epoch 3/10 6016/7200 [========================>.....] - ETA: 0s - loss: 0.3408 - acc: 0.8614 Epoch 7/10 1088/7200 [===>..........................] - ETA: 0s - loss: 0.3132 - acc: 0.8759 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3453 - acc: 0.8596 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3779 - acc: 0.8464 Epoch 4/10 4288/7200 [================>.............] - ETA: 0s - loss: 0.3589 - acc: 0.8496 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8574 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8571 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3611 - acc: 0.8531 Epoch 5/10 4864/7200 [===================>..........] - ETA: 0s - loss: 0.3422 - acc: 0.8586 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3560 - acc: 0.8532 Epoch 6/10 64/7200 [..............................] - ETA: 0s - loss: 0.2989 - acc: 0.8750 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8585 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3557 - acc: 0.8536 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8608 7200/7200 [==============================] - 0s - loss: 0.3506 - acc: 0.8531 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3525 - acc: 0.8532 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3464 - acc: 0.8607 Epoch 10/10 800/800 [==============================] - 2s s - loss: 0.3365 - acc: 0.857 5632/7200 [======================>.......] - ETA: 0s - loss: 0.3427 - acc: 0.85Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8543 7200/7200 [==============================] - 0s Epoch 1/10 7200/7200 [==============================] - 0s Epoch 1/10 7200/7200 [==============================] - 4s - loss: 0.5114 - acc: 0.7943 Epoch 2/10 64/7200 [..............................] - ETA: 0s - loss: 0.4038 - acc: 0.7969Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.4106 - acc: 0.8307 Epoch 3/10 7200/7200 [==============================] - 4s - loss: 0.4767 - acc: 0.7982 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3782 - acc: 0.8464 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8122 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3621 - acc: 0.8533 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3708 - acc: 0.8206 Epoch 4/10 1152/7200 [===>..........................] - ETA: 0s - loss: 0.3772 - acc: 0.8125 5440/7200 [=====================>........] - ETA: 1s - loss: 0.4987 - acc: 0.7923Epoch 6/10 1664/7200 [=====>........................] - ETA: 0s - loss: 0.3437 - acc: 0.8516 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3643 - acc: 0.8231 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3526 - acc: 0.8560 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8086 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3609 - acc: 0.8515 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3493 - acc: 0.8587 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3762 - acc: 0.8169 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3552 - acc: 0.8535 Epoch 7/10 7200/7200 [==============================] - 4s - loss: 0.4769 - acc: 0.8038 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3493 - acc: 0.8575 1664/7200 [=====>........................] - ETA: 0s - loss: 0.3587 - acc: 0.8558Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3691 - acc: 0.8262 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8364 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3530 - acc: 0.8576 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8586 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3663 - acc: 0.8489 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3652 - acc: 0.8483 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3542 - acc: 0.8572 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8597 7200/7200 [==============================] - 0s - loss: 0.3613 - acc: 0.8524 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3529 - acc: 0.8543 6272/7200 [=========================>....] - ETA: 0s - loss: 0.3488 - acc: 0.8622Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3525 - acc: 0.8603 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3578 - acc: 0.8571 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3486 - acc: 0.8564 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3501 - acc: 0.8626 7200/7200 [==============================] - 0s - loss: 0.3596 - acc: 0.8553 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3453 - acc: 0.8583 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3574 - acc: 0.8579 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3422 - acc: 0.8590 Epoch 8/10 800/800 [==============================] - 3s s - loss: 0.3378 - acc: 0.862 7200/7200 [==============================] - 0s - loss: 0.3539 - acc: 0.8590 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8625 Epoch 9/10 3008/7200 [===========>..................] - ETA: 0s - loss: 0.3414 - acc: 0.8594 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8610 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8633 6592/7200 [==========================>...] - ETA: 0sEpoch 1/10 832/7200 [==>...........................] - ETA: 0sEpoch 1/10 6976/7200 [============================>.] - ETA: 0sEpoch 1/10 6784/7200 [===========================>..] - ETA: 0sEpoch 1/10 7200/7200 [==============================] - 4s - loss: 0.5095 - acc: 0.7808 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.4081 - acc: 0.8321 Epoch 3/10 64/7200 [..............................] - ETA: 0s - loss: 0.4351 - acc: 0.8438 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3718 - acc: 0.8494 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.4083 - acc: 0.8279 Epoch 3/10 7200/7200 [==============================] - 4s - loss: 0.5081 - acc: 0.7829 3328/7200 [============>.................] - ETA: 0s - loss: 0.3612 - acc: 0.8603Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3805 - acc: 0.8453 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3611 - acc: 0.8564 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8349 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3561 - acc: 0.8551 Epoch 6/10 5824/7200 [=======================>......] - ETA: 0s - loss: 0.5019 - acc: 0.7914Epoch 5/10 7200/7200 [==============================] - 4s - loss: 0.4893 - acc: 0.7956 4992/7200 [===================>..........] - ETA: 0s - loss: 0.3794 - acc: 0.8438Epoch 2/10 2304/7200 [========>.....................] - ETA: 0s - loss: 0.3993 - acc: 0.8294 Epoch 4/10 6848/7200 [===========================>..] - ETA: 0s - loss: 0.3542 - acc: 0.8556 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3547 - acc: 0.8561 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8335 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3601 - acc: 0.8569 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3523 - acc: 0.8564 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3490 - acc: 0.8557 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3658 - acc: 0.8529 64/7200 [..............................] - ETA: 0s - loss: 0.3004 - acc: 0.8750Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3565 - acc: 0.8551 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3526 - acc: 0.8589 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3551 - acc: 0.8539 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3488 - acc: 0.8592 Epoch 9/10 2176/7200 [========>.....................] - ETA: 0s - loss: 0.3390 - acc: 0.8640 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3491 - acc: 0.8599 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3476 - acc: 0.8574 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3447 - acc: 0.8582 Epoch 10/10 3392/7200 [=============>................] - ETA: 0s - loss: 0.3546 - acc: 0.8576 Epoch 8/10 4864/7200 [===================>..........] - ETA: 0s - loss: 0.3405 - acc: 0.8600 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3477 - acc: 0.8581 Epoch 7/10 704/7200 [=>............................] - ETA: 0s - loss: 0.3529 - acc: 0.8494 7200/7200 [==============================] - 0s - loss: 0.3472 - acc: 0.8581 3968/7200 [===============>..............] - ETA: 0s - loss: 0.3547 - acc: 0.8551Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3441 - acc: 0.8596 7200/7200 [==============================] - 0s - loss: 0.3465 - acc: 0.8574 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8592 3776/7200 [==============>...............] - ETA: 0s - loss: 0.3393 - acc: 0.8618Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8599 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8601 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8615 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8619 6976/7200 [============================>.] - ETA: 0sEpoch 1/10 Epoch 1/10 2816/7200 [==========>...................] - ETA: 0sEpoch 1/10 6848/7200 [===========================>..] - ETA: 0sEpoch 1/10 3200/7200 [============>.................] - ETA: 4s - loss: 0.5914 - acc: 0.7566 Epoch 2/10 7200/7200 [==============================] - 4s - loss: 0.5110 - acc: 0.7831 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8353 Epoch 3/10 576/7200 [=>............................] - ETA: 41s - loss: 0.6785 - acc: 0.6840 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3722 - acc: 0.8508 4864/7200 [===================>..........] - ETA: 1s - loss: 0.5426 - acc: 0.7882Epoch 4/10 7200/7200 [==============================] - 4s - loss: 0.5114 - acc: 0.7944 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3848 - acc: 0.8428 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3562 - acc: 0.8553 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.4104 - acc: 0.8303 Epoch 3/10 7200/7200 [==============================] - 4s - loss: 0.4995 - acc: 0.7860 2048/7200 [=======>......................] - ETA: 0s - loss: 0.3358 - acc: 0.8657Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3666 - acc: 0.8508 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3470 - acc: 0.8572 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8313 Epoch 6/10 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3776 - acc: 0.8453 576/7200 [=>............................] - ETA: 0s - loss: 0.3646 - acc: 0.8542Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3478 - acc: 0.8579 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3714 - acc: 0.8485 6208/7200 [========================>.....] - ETA: 0s - loss: 0.3592 - acc: 0.8549Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3541 - acc: 0.8562 2240/7200 [========>.....................] - ETA: 0s - loss: 0.3478 - acc: 0.8638Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3618 - acc: 0.8538 1216/7200 [====>.........................] - ETA: 0s - loss: 0.3716 - acc: 0.8487Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8606 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3584 - acc: 0.8539 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3543 - acc: 0.8550 Epoch 8/10 1792/7200 [======>.......................] - ETA: 0s - loss: 0.3473 - acc: 0.8638 1088/7200 [===>..........................] - ETA: 0s - loss: 0.3329 - acc: 0.8612Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8607 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3554 - acc: 0.8567 Epoch 6/10 6400/7200 [=========================>....] - ETA: 0s - loss: 0.3541 - acc: 0.8544 Epoch 9/10 2304/7200 [========>.....................] - ETA: 0s - loss: 0.3672 - acc: 0.8485 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8607 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3523 - acc: 0.8547 4672/7200 [==================>...........] - ETA: 0s - loss: 0.3547 - acc: 0.8564Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3497 - acc: 0.8556 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3495 - acc: 0.8589 Epoch 8/10 4736/7200 [==================>...........] - ETA: 0s - loss: 0.3475 - acc: 0.8594 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8618 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3482 - acc: 0.8592 7200/7200 [==============================] - 0s - loss: 0.3494 - acc: 0.8572 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3477 - acc: 0.8574 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3445 - acc: 0.8590 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3464 - acc: 0.8583 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8594 7200/7200 [==============================] - 0s - loss: 0.3469 - acc: 0.8613 7040/7200 [============================>.] - ETA: 0sEpoch 1/10 800/800 [==============================] - 3s 3520/7200 [=============>................] - ETA: 0s 6848/7200 [===========================>..] - ETA: 0sEpoch 1/10 Epoch 1/10 4480/7200 [=================>............] - ETA: 2s - loss: 0.6351 - acc: 0.7310Epoch 1/10 7200/7200 [==============================] - 4s - loss: 0.5753 - acc: 0.7589 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.4189 - acc: 0.8228 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8454 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3656 - acc: 0.8531 Epoch 5/10 7200/7200 [==============================] - 4s - loss: 0.5103 - acc: 0.7932 Epoch 2/10 7200/7200 [==============================] - 4s - loss: 0.4795 - acc: 0.7989 1600/7200 [=====>........................] - ETA: 0s - loss: 0.3628 - acc: 0.8531Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3542 - acc: 0.8574 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.4053 - acc: 0.8318 1152/7200 [===>..........................] - ETA: 0s - loss: 0.3296 - acc: 0.8715Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.4065 - acc: 0.8293 1088/7200 [===>..........................] - ETA: 0s - loss: 0.3986 - acc: 0.8290Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3521 - acc: 0.8576 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3748 - acc: 0.8485 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3807 - acc: 0.8456 Epoch 4/10 7200/7200 [==============================] - 4s - loss: 0.4818 - acc: 0.7972 Epoch 2/10 4800/7200 [===================>..........] - ETA: 0s - loss: 0.3594 - acc: 0.8546 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3563 - acc: 0.8531 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3627 - acc: 0.8533 2944/7200 [===========>..................] - ETA: 0s - loss: 0.3415 - acc: 0.8604Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.4083 - acc: 0.8281 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3452 - acc: 0.8603 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3528 - acc: 0.8586 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3530 - acc: 0.8551 Epoch 6/10 3264/7200 [============>.................] - ETA: 0s - loss: 0.3737 - acc: 0.8487 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3481 - acc: 0.8606 Epoch 7/10 64/7200 [..............................] - ETA: 0s - loss: 0.2209 - acc: 0.9219 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3528 - acc: 0.8562 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3482 - acc: 0.8594 3328/7200 [============>.................] - ETA: 0s - loss: 0.3412 - acc: 0.8663Epoch 8/10 6464/7200 [=========================>....] - ETA: 0s - loss: 0.3638 - acc: 0.8544 7200/7200 [==============================] - 0s - loss: 0.3636 - acc: 0.8536 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3498 - acc: 0.8586 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8581 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3555 - acc: 0.8575 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3480 - acc: 0.8596 Epoch 9/10 6080/7200 [========================>.....] - ETA: 0s - loss: 0.3536 - acc: 0.8572 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3518 - acc: 0.8565 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8600 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8604 4608/7200 [==================>...........] - ETA: 0s - loss: 0.3398 - acc: 0.8596 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8575 7200/7200 [==============================] - 0s - loss: 0.3487 - acc: 0.8610 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8599 Epoch 10/10 4544/7200 [=================>............] - ETA: 0s - loss: 0.3394 - acc: 0.8594Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8579 7168/7200 [============================>.] - ETA: 0s 6912/7200 [===========================>..] - ETA: 0sEpoch 1/10 Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.5156 - acc: 0.79 7200/7200 [==============================] - 4s - loss: 0.4809 - acc: 0.8008 Epoch 2/10 3840/7200 [===============>..............] - ETA: 0s - loss: 0.4119 - acc: 0.8247Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8300 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3714 - acc: 0.8464 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3574 - acc: 0.8531 Epoch 5/10 7200/7200 [==============================] - 4s - loss: 0.4941 - acc: 0.7981 3712/7200 [==============>...............] - ETA: 0s - loss: 0.3446 - acc: 0.8567Epoch 2/10 7200/7200 [==============================] - 4s - loss: 0.5082 - acc: 0.7840 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3545 - acc: 0.8550 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8306 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.4069 - acc: 0.8321 2240/7200 [========>.....................] - ETA: 0s - loss: 0.3793 - acc: 0.8379Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3505 - acc: 0.8558 3264/7200 [============>.................] - ETA: 0s - loss: 0.3793 - acc: 0.8382Epoch 7/10 3776/7200 [==============>...............] - ETA: 0s - loss: 0.3406 - acc: 0.8588 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3758 - acc: 0.8444 2112/7200 [=======>......................] - ETA: 9s - loss: 0.6288 - acc: 0.7358 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3479 - acc: 0.8574 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3601 - acc: 0.8538 Epoch 5/10 7200/7200 [==============================] - 4s - loss: 0.5110 - acc: 0.7833 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3571 - acc: 0.8549 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8604 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3542 - acc: 0.8575 3584/7200 [=============>................] - ETA: 0s - loss: 0.3626 - acc: 0.8474Epoch 6/10 5568/7200 [======================>.......] - ETA: 0s - loss: 0.3529 - acc: 0.8549Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3511 - acc: 0.8554 3840/7200 [===============>..............] - ETA: 0s - loss: 0.3581 - acc: 0.8513Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8603 64/7200 [..............................] - ETA: 1s - loss: 0.3362 - acc: 0.8594Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3510 - acc: 0.8590 4736/7200 [==================>...........] - ETA: 0s - loss: 0.3856 - acc: 0.8412Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3850 - acc: 0.8415 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8593 7200/7200 [==============================] - 0s - loss: 0.3480 - acc: 0.8579 Epoch 7/10 3584/7200 [=============>................] - ETA: 0s - loss: 0.3643 - acc: 0.8538 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3670 - acc: 0.8507 Epoch 5/10 5504/7200 [=====================>........] - ETA: 0s - loss: 0.3480 - acc: 0.8565 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3471 - acc: 0.8560 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3582 - acc: 0.8532 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8603 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8583 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3545 - acc: 0.8557 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8590 1664/7200 [=====>........................] - ETA: 0s - loss: 0.3338 - acc: 0.8594 Epoch 10/10 64/800 [=>............................] - ETA: 33soss: 0.3542 - acc: 0.8544 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8619 7200/7200 [==============================] - 0s - loss: 0.3482 - acc: 0.8569 Epoch 9/10 2752/7200 [==========>...................] - ETA: 0s - loss: 0.3405 - acc: 0.8641Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3496 - acc: 0.8571 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3472 - acc: 0.8610 6464/7200 [=========================>....] - ETA: 0sEpoch 1/10 Epoch 1/10 7200/7200 [==============================] - 4s - loss: 0.4676 - acc: 0.8017 64/7200 [..............................] - ETA: 0s Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8357 Epoch 3/10 4608/7200 [==================>...........] - ETA: 0s - loss: 0.3696 - acc: 0.8457Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3615 - acc: 0.8517 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3530 - acc: 0.8531 4 Epoch 5/10 7200/7200 [==============================] - 4s - loss: 0.4770 - acc: 0.7975 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3497 - acc: 0.8535 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3895 - acc: 0.8349 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3454 - acc: 0.8567 Epoch 7/10 7200/7200 [==============================] - 4s - loss: 0.4845 - acc: 0.7914 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3604 - acc: 0.8533 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3457 - acc: 0.8589 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.4058 - acc: 0.8288 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3520 - acc: 0.8542 3520/7200 [=============>................] - ETA: 0s - loss: 0.3823 - acc: 0.8432Epoch 5/10 4992/7200 [===================>..........] - ETA: 0s - loss: 0.3748 - acc: 0.8464 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3748 - acc: 0.8462 Epoch 4/10 5760/7200 [=======================>......] - ETA: 0s - loss: 0.3418 - acc: 0.8569 Epoch 6/10 7200/7200 [==============================] - 4s - loss: 0.4816 - acc: 0.7932 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8565 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3615 - acc: 0.8517 2752/7200 [==========>...................] - ETA: 0s - loss: 0.3299 - acc: 0.8685Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8607 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8315 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8633 7200/7200 [==============================] - 0s - loss: 0.3550 - acc: 0.8582 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8597 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3679 - acc: 0.8497 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3526 - acc: 0.8524 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8581 Epoch 9/10 2240/7200 [========>.....................] - ETA: 0s - loss: 0.3300 - acc: 0.8656 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3484 - acc: 0.8568 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8631 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3474 - acc: 0.8593 3840/7200 [===============>..............] - ETA: 0s - loss: 0.3456 - acc: 0.8555Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3455 - acc: 0.8574 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8575 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8589 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8611 Epoch 8/10 5952/7200 [=======================>......] - ETA: 0s - loss: 0.3416 - acc: 0.8607Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3425 - acc: 0.8589 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8589 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8625 Epoch 10/10 2624/7200 [=========>....................] - ETA: 0sss: 0.3357 - acc: 0.8614 6720/7200 [===========================>..] - ETA: 0sEpoch 1/10 7200/7200 [==============================] - 4s - loss: 0.4754 - acc: 0.8006 Epoch 2/10 1088/7200 [===>..........................] - ETA: 0s - loss: 0.3990 - acc: 0.8346Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8336 Epoch 3/10 800/800 [==============================] - 3s s - loss: 0.3498 - acc: 0.862 7200/7200 [==============================] - 0s - loss: 0.3657 - acc: 0.8514 Epoch 4/10 5632/7200 [======================>.......] - ETA: 0s - loss: 0.3553 - acc: 0.8549Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3557 - acc: 0.8538 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3512 - acc: 0.8574 Epoch 6/10 7200/7200 [==============================] - 4s - loss: 0.4844 - acc: 0.7806 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3462 - acc: 0.8614 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3885 - acc: 0.8393 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3463 - acc: 0.8574 4416/7200 [=================>............] - ETA: 0s - loss: 0.3557 - acc: 0.8533Epoch 8/10 7200/7200 [==============================] - 4s - loss: 0.4702 - acc: 0.8024 6720/7200 [===========================>..] - ETA: 0s - loss: 0.3610 - acc: 0.8528Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3596 - acc: 0.8526 Epoch 4/10 4032/7200 [===============>..............] - ETA: 0s - loss: 0.4076 - acc: 0.8299 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3529 - acc: 0.8581 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8340 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8600 Epoch 10/10 3392/7200 [=============>................] - ETA: 4s - loss: 0.5207 - acc: 0.7939 5760/7200 [=======================>......] - ETA: 0s - loss: 0.3573 - acc: 0.8569Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3590 - acc: 0.8560 Epoch 4/10 7200/7200 [==============================] - 4s - loss: 0.4673 - acc: 0.8038 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3426 - acc: 0.8601 7200/7200 [==============================] - 0s - loss: 0.3474 - acc: 0.8567 3136/7200 [============>.................] - ETA: 0s - loss: 0.4038 - acc: 0.8313Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3512 - acc: 0.8538 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8354 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3445 - acc: 0.8560 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3475 - acc: 0.8581 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3569 - acc: 0.8567 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8611 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8600 2624/7200 [=========>....................] - ETA: 0s - loss: 0.3465 - acc: 0.8628Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3475 - acc: 0.8567 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8604 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8557 Epoch 8/10 5312/7200 [=====================>........] - ETA: 0s - loss: 0.3406 - acc: 0.8637 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8650 800/800 [==============================] - 3s s - loss: 0.3442 - acc: 0.857 7200/7200 [==============================] - 0s - loss: 0.3414 - acc: 0.8621 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3426 - acc: 0.8600 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8625 Epoch 10/10 64/7200 [..............................] - ETA: 0s - loss: 0.3533 - acc: 0.8438Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8571 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8614 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8604 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8617 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3346 - acc: 0.8604 6464/7200 [=========================>....] - ETA: 0sEpoch 1/10 7200/7200 [==============================] - 4s - loss: 0.4757 - acc: 0.7989 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8387 Epoch 3/10 640/7200 [=>............................] - ETA: 0s - loss: 0.3819 - acc: 0.8391Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3615 - acc: 0.8519 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3474 - acc: 0.8542 Epoch 5/10 4480/7200 [=================>............] - ETA: 0s - loss: 0.3464 - acc: 0.8594Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8607 2752/7200 [==========>...................] - ETA: 6s - loss: 0.5612 - acc: 0.7747Epoch 6/10 7200/7200 [==============================] - 4s - loss: 0.4814 - acc: 0.7975 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8581 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8353 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8619 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3631 - acc: 0.8533 Epoch 4/10 2752/7200 [==========>...................] - ETA: 0s - loss: 0.3487 - acc: 0.8568 Epoch 9/10 7200/7200 [==============================] - 4s - loss: 0.4676 - acc: 0.8017 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3571 - acc: 0.8506 2752/7200 [==========>...................] - ETA: 0s - loss: 0.4019 - acc: 0.8336Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3347 - acc: 0.8629 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8358 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3501 - acc: 0.8558 4480/7200 [=================>............] - ETA: 0s - loss: 0.3312 - acc: 0.8679Epoch 6/10 2880/7200 [===========>..................] - ETA: 0s - loss: 0.3530 - acc: 0.8490 7200/7200 [==============================] - 0s - loss: 0.3617 - acc: 0.8518 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3485 - acc: 0.8549 Epoch 7/10 576/7200 [=>............................] - ETA: 0s - loss: 0.3544 - acc: 0.8472 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3530 - acc: 0.8529 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3481 - acc: 0.8587 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8381 Epoch 3/10 6400/7200 [=========================>....] - ETA: 0s - loss: 0.3459 - acc: 0.8567 4736/7200 [==================>...........] - ETA: 0s - loss: 0.3664 - acc: 0.8505Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3477 - acc: 0.8562 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3597 - acc: 0.8539 Epoch 4/10 4416/7200 [=================>............] - ETA: 0s - loss: 0.3454 - acc: 0.8619 6784/7200 [===========================>..] - ETA: 0s - loss: 0.3430 - acc: 0.8617Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3453 - acc: 0.8601 4928/7200 [===================>..........] - ETA: 0s - loss: 0.3466 - acc: 0.8606Epoch 10/10 2240/7200 [========>.....................] - ETA: 0s - loss: 0.3388 - acc: 0.8625 Epoch 5/10 6720/7200 [===========================>..] - ETA: 0s - loss: 0.3481 - acc: 0.8583 4928/7200 [===================>..........] - ETA: 0s - loss: 0.3497 - acc: 0.8551 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3482 - acc: 0.8574 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3425 - acc: 0.8569 Epoch 9/10 5440/7200 [=====================>........] - ETA: 0s - loss: 0.3443 - acc: 0.8586Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8582 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8582 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8589 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8631 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8600 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8611 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8617 Epoch 1/10 7200/7200 [==============================] - 4s - loss: 0.4639 - acc: 0.8075 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8349 7104/7200 [============================>.] - ETA: 0sEpoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3679 - acc: 0.8478 Epoch 4/10 64/7200 [..............................] - ETA: 0s - loss: 0.4978 - acc: 0.7656Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3588 - acc: 0.8511 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3537 - acc: 0.8536 Epoch 6/10 2048/7200 [=======>......................] - ETA: 10s - loss: 0.5867 - acc: 0.7417Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3503 - acc: 0.8568 Epoch 7/10 7200/7200 [==============================] - 4s - loss: 0.4771 - acc: 0.7915 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3474 - acc: 0.8558 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3895 - acc: 0.8385 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3469 - acc: 0.8550 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3543 - acc: 0.8535 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8585 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3468 - acc: 0.8589 Epoch 5/10 7200/7200 [==============================] - 4s - loss: 0.4754 - acc: 0.8006 4736/7200 [==================>...........] - ETA: 0s - loss: 0.3384 - acc: 0.8638Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8619 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8590 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8337 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3426 - acc: 0.8601 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3658 - acc: 0.8512 Epoch 4/10 7200/7200 [==============================] - 4s - loss: 0.4711 - acc: 0.8013 4992/7200 [===================>..........] - ETA: 0s - loss: 0.3422 - acc: 0.8590Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8610 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3558 - acc: 0.8536 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3899 - acc: 0.8387 1152/7200 [===>..........................] - ETA: 0s - loss: 0.3423 - acc: 0.8672Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8614 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3514 - acc: 0.8567 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3625 - acc: 0.8526 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8638 1088/7200 [===>..........................] - ETA: 0s - loss: 0.3384 - acc: 0.8676Epoch 10/10 800/800 [==============================] - 3s s - loss: 0.3368 - acc: 0.864 7200/7200 [==============================] - 0s - loss: 0.3462 - acc: 0.8622 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3519 - acc: 0.8560 Epoch 5/10 1600/7200 [=====>........................] - ETA: 0s - loss: 0.3398 - acc: 0.8550 7200/7200 [==============================] - 0s - loss: 0.3463 - acc: 0.8576 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3493 - acc: 0.8560 Epoch 6/10 1024/7200 [===>..........................] - ETA: 0s - loss: 0.3204 - acc: 0.8740Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8594 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8626 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8608 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8589 Epoch 8/10 6336/7200 [=========================>....] - ETA: 0s - loss: 0.3383 - acc: 0.8597 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8594 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8613 Epoch 10/10 5760/7200 [=======================>......] - ETA: 0s - loss: 0.3400 - acc: 0.8616Epoch 1/10 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8611 6 7200/7200 [==============================] - 4s - loss: 0.4816 - acc: 0.7967 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8368 Epoch 3/10 3392/7200 [=============>................] - ETA: 0s - loss: 0.3589 - acc: 0.8529 7200/7200 [==============================] - 0s - loss: 0.3600 - acc: 0.8533 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3540 - acc: 0.8543 Epoch 5/10 640/7200 [=>............................] - ETA: 0s - loss: 0.3366 - acc: 0.8547Epoch 1/10 800/800 [==============================] - 3s s - loss: 0.3521 - acc: 0.857 7200/7200 [==============================] - 0s - loss: 0.3495 - acc: 0.8579 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3459 - acc: 0.8592 3264/7200 [============>.................] - ETA: 5s - loss: 0.5601 - acc: 0.7558Epoch 7/10 7104/7200 [============================>.] - ETA: 0s - loss: 0.4923 - acc: 0.7859Epoch 1/10 7200/7200 [==============================] - 4s - loss: 0.4909 - acc: 0.7864 3648/7200 [==============>...............] - ETA: 0s - loss: 0.3491 - acc: 0.8566Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8600 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3901 - acc: 0.8381 Epoch 3/10 3392/7200 [=============>................] - ETA: 0s - loss: 0.3562 - acc: 0.8538 Epoch 9/10 3904/7200 [===============>..............] - ETA: 0s - loss: 0.3278 - acc: 0.8653 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8603 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3466 - acc: 0.8562 576/7200 [=>............................] - ETA: 43s - loss: 0.6596 - acc: 0.7292 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8606 7200/7200 [==============================] - 4s - loss: 0.4757 - acc: 0.7989 Epoch 6/10 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8576 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8386 Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3430 - acc: 0.8603 Epoch 8/10 5248/7200 [====================>.........] - ETA: 1s - loss: 0.4997 - acc: 0.7889 Epoch 4/10 1536/7200 [=====>........................] - ETA: 0s - loss: 0.3524 - acc: 0.8548 Epoch 2/10 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8608 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3473 - acc: 0.8547 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8363 2048/7200 [=======>......................] - ETA: 0s - loss: 0.3356 - acc: 0.8599Epoch 3/10 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8601 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8626 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3662 - acc: 0.8482 Epoch 4/10 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8590 Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8622 7200/7200 [==============================] - 0s - loss: 0.3539 - acc: 0.8535 Epoch 5/10 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8618 Epoch 8/10 2560/7200 [=========>....................] - ETA: 0s - loss: 0.3566 - acc: 0.8527 Epoch 6/10 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8618 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3477 - acc: 0.8551 3264/7200 [============>.................] - ETA: 0s - loss: 0.3229 - acc: 0.8652Epoch 7/10 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8617 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3454 - acc: 0.8600 Epoch 8/10 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8640 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8614 Epoch 9/10 7200/7200 [==============================] - 0s - loss: 0.3423 - acc: 0.8611 Epoch 10/10 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8624 6016/7200 [========================>.....] - ETA: 0sEpoch 1/10 8000/8000 [==============================] - 0s - loss: 0.4466 - acc: 0.8127 Epoch 2/10 8000/8000 [==============================] - 0s - loss: 0.3750 - acc: 0.8464 Epoch 3/10 8000/8000 [==============================] - 0s - loss: 0.3584 - acc: 0.8529 Epoch 4/10 8000/8000 [==============================] - 0s - loss: 0.3545 - acc: 0.8582 Epoch 5/10 8000/8000 [==============================] - 0s - loss: 0.3475 - acc: 0.8575 Epoch 6/10 8000/8000 [==============================] - 0s - loss: 0.3499 - acc: 0.8573 Epoch 7/10 8000/8000 [==============================] - 0s - loss: 0.3451 - acc: 0.8579 Epoch 8/10 8000/8000 [==============================] - 0s - loss: 0.3457 - acc: 0.8567 Epoch 9/10 8000/8000 [==============================] - 0s - loss: 0.3453 - acc: 0.8589 Epoch 10/10 8000/8000 [==============================] - 0s - loss: 0.3437 - acc: 0.8610 used: 2993.89 s
best_parameters
{'P': 0.1, 'batch_size': 16, 'h1': 48, 'h2': 12, 'nb_epoch': 100, 'opt': 'adam'}
best_accuracy
0.86375000000000002
# GridSearchCV?
eclipse
2993.88751912117
from time import ctime
with open('result_6.txt', 'w+') as fl:
fl.write(str(best_parameters)+'\n')
fl.write(str(best_accuracy)+'\n')
fl.write(str(eclipse)+'\n')
fl.write(str(ctime())+'\n')
cls = build_classifier('adam', 0.1, 48, 12)
cls.summary()
_________________________________________________________________ Layer (type) Output Shape Param # ================================================================= dense_4 (Dense) (None, 48) 576 _________________________________________________________________ dropout_3 (Dropout) (None, 48) 0 _________________________________________________________________ dense_5 (Dense) (None, 12) 588 _________________________________________________________________ dropout_4 (Dropout) (None, 12) 0 _________________________________________________________________ dense_6 (Dense) (None, 1) 13 ================================================================= Total params: 1,177 Trainable params: 1,177 Non-trainable params: 0 _________________________________________________________________
from time import time, ctime
start = time()
# fitting ANN with training set
cls.fit(X_train, y_train, batch_size=16, epochs=100)
eclipse = time()-start
print ctime()
eclipse
Epoch 1/100 8000/8000 [==============================] - 0s - loss: 0.4359 - acc: 0.7960 Epoch 2/100 8000/8000 [==============================] - 0s - loss: 0.3912 - acc: 0.8247 Epoch 3/100 8000/8000 [==============================] - 0s - loss: 0.3680 - acc: 0.8490 Epoch 4/100 8000/8000 [==============================] - 0s - loss: 0.3604 - acc: 0.8538 Epoch 5/100 8000/8000 [==============================] - 0s - loss: 0.3552 - acc: 0.8550 Epoch 6/100 8000/8000 [==============================] - 0s - loss: 0.3489 - acc: 0.8594 Epoch 7/100 8000/8000 [==============================] - 0s - loss: 0.3504 - acc: 0.8596 Epoch 8/100 8000/8000 [==============================] - 0s - loss: 0.3454 - acc: 0.8620 Epoch 9/100 8000/8000 [==============================] - 0s - loss: 0.3479 - acc: 0.8564 Epoch 10/100 8000/8000 [==============================] - 0s - loss: 0.3452 - acc: 0.8576 Epoch 11/100 8000/8000 [==============================] - 0s - loss: 0.3424 - acc: 0.8582 Epoch 12/100 8000/8000 [==============================] - 0s - loss: 0.3415 - acc: 0.8623 Epoch 13/100 8000/8000 [==============================] - 0s - loss: 0.3424 - acc: 0.8615 Epoch 14/100 8000/8000 [==============================] - 0s - loss: 0.3385 - acc: 0.8604 Epoch 15/100 8000/8000 [==============================] - 0s - loss: 0.3411 - acc: 0.8606 Epoch 16/100 8000/8000 [==============================] - 0s - loss: 0.3384 - acc: 0.8594 Epoch 17/100 8000/8000 [==============================] - 0s - loss: 0.3363 - acc: 0.8626 Epoch 18/100 8000/8000 [==============================] - 0s - loss: 0.3400 - acc: 0.8615 Epoch 19/100 8000/8000 [==============================] - 0s - loss: 0.3398 - acc: 0.8617 Epoch 20/100 8000/8000 [==============================] - 0s - loss: 0.3371 - acc: 0.8635 Epoch 21/100 8000/8000 [==============================] - 0s - loss: 0.3380 - acc: 0.8612 Epoch 22/100 8000/8000 [==============================] - 0s - loss: 0.3359 - acc: 0.8628 Epoch 23/100 8000/8000 [==============================] - 0s - loss: 0.3358 - acc: 0.8630 Epoch 24/100 8000/8000 [==============================] - 0s - loss: 0.3353 - acc: 0.8632 Epoch 25/100 8000/8000 [==============================] - 0s - loss: 0.3331 - acc: 0.8629 Epoch 26/100 8000/8000 [==============================] - 0s - loss: 0.3340 - acc: 0.8634 Epoch 27/100 8000/8000 [==============================] - 0s - loss: 0.3314 - acc: 0.8619 Epoch 28/100 8000/8000 [==============================] - 0s - loss: 0.3333 - acc: 0.8645 Epoch 29/100 8000/8000 [==============================] - 0s - loss: 0.3315 - acc: 0.8665 Epoch 30/100 8000/8000 [==============================] - 0s - loss: 0.3330 - acc: 0.8643 Epoch 31/100 8000/8000 [==============================] - 0s - loss: 0.3339 - acc: 0.8659 Epoch 32/100 8000/8000 [==============================] - 0s - loss: 0.3297 - acc: 0.8674 Epoch 33/100 8000/8000 [==============================] - 0s - loss: 0.3313 - acc: 0.8648 Epoch 34/100 8000/8000 [==============================] - 0s - loss: 0.3300 - acc: 0.8651 Epoch 35/100 8000/8000 [==============================] - 0s - loss: 0.3309 - acc: 0.8678 Epoch 36/100 8000/8000 [==============================] - 0s - loss: 0.3304 - acc: 0.8652 Epoch 37/100 8000/8000 [==============================] - 0s - loss: 0.3321 - acc: 0.8636 Epoch 38/100 8000/8000 [==============================] - 0s - loss: 0.3323 - acc: 0.8654 Epoch 39/100 8000/8000 [==============================] - 0s - loss: 0.3306 - acc: 0.8648 Epoch 40/100 8000/8000 [==============================] - 0s - loss: 0.3297 - acc: 0.8644 Epoch 41/100 8000/8000 [==============================] - 0s - loss: 0.3284 - acc: 0.8648 Epoch 42/100 8000/8000 [==============================] - 0s - loss: 0.3281 - acc: 0.8674 Epoch 43/100 8000/8000 [==============================] - 0s - loss: 0.3260 - acc: 0.8658 Epoch 44/100 8000/8000 [==============================] - 0s - loss: 0.3250 - acc: 0.8681 Epoch 45/100 8000/8000 [==============================] - 0s - loss: 0.3234 - acc: 0.8684 Epoch 46/100 8000/8000 [==============================] - 0s - loss: 0.3297 - acc: 0.8673 Epoch 47/100 8000/8000 [==============================] - 0s - loss: 0.3257 - acc: 0.8664 Epoch 48/100 8000/8000 [==============================] - 0s - loss: 0.3286 - acc: 0.8673 Epoch 49/100 8000/8000 [==============================] - 0s - loss: 0.3229 - acc: 0.8682 Epoch 50/100 8000/8000 [==============================] - 0s - loss: 0.3253 - acc: 0.8665 Epoch 51/100 8000/8000 [==============================] - 0s - loss: 0.3225 - acc: 0.8690 Epoch 52/100 8000/8000 [==============================] - 0s - loss: 0.3254 - acc: 0.8662 Epoch 53/100 8000/8000 [==============================] - 0s - loss: 0.3235 - acc: 0.8695 Epoch 54/100 8000/8000 [==============================] - 0s - loss: 0.3245 - acc: 0.8685 Epoch 55/100 8000/8000 [==============================] - 0s - loss: 0.3238 - acc: 0.8669 Epoch 56/100 8000/8000 [==============================] - 0s - loss: 0.3264 - acc: 0.8686 Epoch 57/100 8000/8000 [==============================] - 0s - loss: 0.3226 - acc: 0.8666 Epoch 58/100 8000/8000 [==============================] - 0s - loss: 0.3202 - acc: 0.8674 Epoch 59/100 8000/8000 [==============================] - 0s - loss: 0.3196 - acc: 0.8690 Epoch 60/100 8000/8000 [==============================] - 0s - loss: 0.3222 - acc: 0.8687 Epoch 61/100 8000/8000 [==============================] - 0s - loss: 0.3243 - acc: 0.8679 Epoch 62/100 8000/8000 [==============================] - 0s - loss: 0.3269 - acc: 0.8695 Epoch 63/100 8000/8000 [==============================] - 0s - loss: 0.3234 - acc: 0.8674 Epoch 64/100 8000/8000 [==============================] - 0s - loss: 0.3191 - acc: 0.8705 Epoch 65/100 8000/8000 [==============================] - 0s - loss: 0.3200 - acc: 0.8701 Epoch 66/100 8000/8000 [==============================] - 0s - loss: 0.3199 - acc: 0.8715 Epoch 67/100 8000/8000 [==============================] - 0s - loss: 0.3204 - acc: 0.8690 Epoch 68/100 8000/8000 [==============================] - 0s - loss: 0.3202 - acc: 0.8712 Epoch 69/100 8000/8000 [==============================] - 0s - loss: 0.3182 - acc: 0.8705 Epoch 70/100 8000/8000 [==============================] - 0s - loss: 0.3175 - acc: 0.8698 Epoch 71/100 8000/8000 [==============================] - 0s - loss: 0.3227 - acc: 0.8662 Epoch 72/100 8000/8000 [==============================] - 0s - loss: 0.3209 - acc: 0.8701 Epoch 73/100 8000/8000 [==============================] - 0s - loss: 0.3163 - acc: 0.8708 Epoch 74/100 8000/8000 [==============================] - 0s - loss: 0.3190 - acc: 0.8700 Epoch 75/100 8000/8000 [==============================] - 0s - loss: 0.3188 - acc: 0.8704 Epoch 76/100 8000/8000 [==============================] - 0s - loss: 0.3173 - acc: 0.8709 Epoch 77/100 8000/8000 [==============================] - 0s - loss: 0.3192 - acc: 0.8693 Epoch 78/100 8000/8000 [==============================] - 0s - loss: 0.3186 - acc: 0.8693 Epoch 79/100 8000/8000 [==============================] - 0s - loss: 0.3187 - acc: 0.8706 Epoch 80/100 8000/8000 [==============================] - 0s - loss: 0.3162 - acc: 0.8699 Epoch 81/100 8000/8000 [==============================] - 0s - loss: 0.3192 - acc: 0.8721 Epoch 82/100 8000/8000 [==============================] - 0s - loss: 0.3175 - acc: 0.8722 Epoch 83/100 8000/8000 [==============================] - 0s - loss: 0.3200 - acc: 0.8705 Epoch 84/100 8000/8000 [==============================] - 0s - loss: 0.3169 - acc: 0.8705 Epoch 85/100 8000/8000 [==============================] - 0s - loss: 0.3153 - acc: 0.8715 Epoch 86/100 8000/8000 [==============================] - 0s - loss: 0.3147 - acc: 0.8709 Epoch 87/100 8000/8000 [==============================] - 0s - loss: 0.3156 - acc: 0.8696 Epoch 88/100 8000/8000 [==============================] - 0s - loss: 0.3167 - acc: 0.8728 Epoch 89/100 8000/8000 [==============================] - 0s - loss: 0.3169 - acc: 0.8721 Epoch 90/100 8000/8000 [==============================] - 0s - loss: 0.3169 - acc: 0.8746 Epoch 91/100 8000/8000 [==============================] - 0s - loss: 0.3164 - acc: 0.8719 Epoch 92/100 8000/8000 [==============================] - 0s - loss: 0.3127 - acc: 0.8715 Epoch 93/100 8000/8000 [==============================] - 0s - loss: 0.3135 - acc: 0.8732 Epoch 94/100 8000/8000 [==============================] - 0s - loss: 0.3145 - acc: 0.8708 Epoch 95/100 8000/8000 [==============================] - 0s - loss: 0.3164 - acc: 0.8718 Epoch 96/100 8000/8000 [==============================] - 0s - loss: 0.3118 - acc: 0.8756 Epoch 97/100 8000/8000 [==============================] - 0s - loss: 0.3159 - acc: 0.8718 Epoch 98/100 8000/8000 [==============================] - 0s - loss: 0.3149 - acc: 0.8741 Epoch 99/100 8000/8000 [==============================] - 0s - loss: 0.3110 - acc: 0.8745 Epoch 100/100 8000/8000 [==============================] - 0s - loss: 0.3137 - acc: 0.8706 Wed Oct 25 17:14:08 2017
52.89596676826477
from sklearn.metrics import accuracy_score
accuracy_score(y_test, cls.predict(X_test)>0.5)
0.85499999999999998
# if __name__ == "__main__":
# from time import time
# start=time()
# accuracies = cross_val_score(estimator = classifier, X=X_train, y=y_train, cv=10, n_jobs=-1)
# eclipse = time()-start
# print 'used: {:.2f} s'.format(eclipse)
# accuracies
# accuracies.mean()
# accuracies.std()