import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
URL ="https://raw.githubusercontent.com/cagriemreakin/Deep-Learning/master/ANN/musteri_kaybi_modellemesi.csv"
dataset = pd.read_csv(URL)
dataset.head()
RowNumber | CustomerId | Surname | CreditScore | Geography | Gender | Age | Tenure | Balance | NumOfProducts | HasCrCard | IsActiveMember | EstimatedSalary | Exited | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1 | 15634602 | Hargrave | 619 | France | Female | 42 | 2 | 0.00 | 1 | 1 | 1 | 101348.88 | 1 |
1 | 2 | 15647311 | Hill | 608 | Spain | Female | 41 | 1 | 83807.86 | 1 | 0 | 1 | 112542.58 | 0 |
2 | 3 | 15619304 | Onio | 502 | France | Female | 42 | 8 | 159660.80 | 3 | 1 | 0 | 113931.57 | 1 |
3 | 4 | 15701354 | Boni | 699 | France | Female | 39 | 1 | 0.00 | 2 | 0 | 0 | 93826.63 | 0 |
4 | 5 | 15737888 | Mitchell | 850 | Spain | Female | 43 | 2 | 125510.82 | 1 | 1 | 1 | 79084.10 | 0 |
''' RowNumber, CustomerId ve Surname'in
sonuca bir etkisi olmayacağı için
eğitimde kullanmıyoruz.'''
X = dataset.iloc[:,3:13].values
y = dataset.iloc[:,13].values
# Kategorik Veriler
from sklearn.preprocessing import LabelEncoder,OneHotEncoder
# Geography
print("LabelEncoder Uygulamadan onceki X degerleri: \n")
print(X)
print ("\n")
labelEncoder_X1 = LabelEncoder()
X[:,1] = labelEncoder_X1.fit_transform(X[:,1])
# Gender
labelEncoder_X2 = LabelEncoder()
X[:,2] = labelEncoder_X2.fit_transform(X[:,2])
print("LabelEncoder Uygulandıktan sonraki X degerleri: \n")
print(X)
print ("\n")
ohe = OneHotEncoder(categorical_features = [1])
X = ohe.fit_transform(X).toarray()
# Dummy Variable tuzağından kaçınmak için 1 değeri drop ediyoruz.
X = X[:,1:]
print("OneHotEncoder Uygulandıktan sonraki X[1] degerleri: \n ")
print(X)
print ("\n")
LabelEncoder Uygulamadan onceki X degerleri: [[619 'France' 'Female' ..., 1 1 101348.88] [608 'Spain' 'Female' ..., 0 1 112542.58] [502 'France' 'Female' ..., 1 0 113931.57] ..., [709 'France' 'Female' ..., 0 1 42085.58] [772 'Germany' 'Male' ..., 1 0 92888.52] [792 'France' 'Female' ..., 1 0 38190.78]] LabelEncoder Uygulandıktan sonraki X degerleri: [[619 0 0 ..., 1 1 101348.88] [608 2 0 ..., 0 1 112542.58] [502 0 0 ..., 1 0 113931.57] ..., [709 0 0 ..., 0 1 42085.58] [772 1 1 ..., 1 0 92888.52] [792 0 0 ..., 1 0 38190.78]] OneHotEncoder Uygulandıktan sonraki X[1] degerleri: [[ 0.00000000e+00 0.00000000e+00 6.19000000e+02 ..., 1.00000000e+00 1.00000000e+00 1.01348880e+05] [ 0.00000000e+00 1.00000000e+00 6.08000000e+02 ..., 0.00000000e+00 1.00000000e+00 1.12542580e+05] [ 0.00000000e+00 0.00000000e+00 5.02000000e+02 ..., 1.00000000e+00 0.00000000e+00 1.13931570e+05] ..., [ 0.00000000e+00 0.00000000e+00 7.09000000e+02 ..., 0.00000000e+00 1.00000000e+00 4.20855800e+04] [ 1.00000000e+00 0.00000000e+00 7.72000000e+02 ..., 1.00000000e+00 0.00000000e+00 9.28885200e+04] [ 0.00000000e+00 0.00000000e+00 7.92000000e+02 ..., 1.00000000e+00 0.00000000e+00 3.81907800e+04]]
# Eğitim ve Veri Seti Olarak Ayırma
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)
# Verileri Belirli Bir Aralığa Sokma
from sklearn.preprocessing import StandardScaler
sc = StandardScaler()
X_train = sc.fit_transform(X_train)
X_test = sc.transform(X_test)
# Part 2 - ANN!
from keras.models import Sequential # ANN'i baslatir
from keras.layers import Dense # Dense layer olusturmak icin kullanılır
Using TensorFlow backend.
# ANN'i baslatma
classifier = Sequential()
# İlk katmanın oluşturulması
# Units: Node sayısı. Input sayısı + Output Sayısının yarısı.
# kernel_initializer: Ağırlıklara random değerler atar.
# Activation: Relu
classifier.add(Dense(units = 6, kernel_initializer = 'uniform', activation = 'relu', input_dim = 11))
# Gizli katmanın eklenmesi
classifier.add(Dense(units = 6, kernel_initializer = 'uniform', activation = 'relu'))
# Çıktı katmanını ekleme
# Units: Müsteri bankayı terk edecek mi etmeyecek mi? Binary Outcome olduğu için 1 node'a ihtiyaç var.
# Activation: Sigmoid -> Binary outcome' lar için kullanılır.
classifier.add(Dense(units = 1, kernel_initializer = 'uniform', activation = 'sigmoid'))
# ANN'i derleme
# Optimizer: Gradient Descent -> Adam
# Loss: Binary outcome olduğu için binary_crossentropy olarak seçtik. Fakat çıktı değerimiz 2 den fazla olsaydı
# categorical_crossentropy seçecektik.
classifier.compile(optimizer = 'adam', loss = 'binary_crossentropy', metrics = ['accuracy'])
# ANN Eğitim
classifier.fit(X_train, y_train, batch_size = 10, epochs = 100)
Epoch 1/100 8000/8000 [==============================] - 1s - loss: 0.4861 - acc: 0.7960 Epoch 2/100 8000/8000 [==============================] - 1s - loss: 0.4264 - acc: 0.7960 Epoch 3/100 8000/8000 [==============================] - 1s - loss: 0.4206 - acc: 0.8039 Epoch 4/100 8000/8000 [==============================] - 1s - loss: 0.4175 - acc: 0.8261 Epoch 5/100 8000/8000 [==============================] - 1s - loss: 0.4148 - acc: 0.8292 Epoch 6/100 8000/8000 [==============================] - 1s - loss: 0.4134 - acc: 0.8304 Epoch 7/100 8000/8000 [==============================] - 1s - loss: 0.4118 - acc: 0.8320 Epoch 8/100 8000/8000 [==============================] - 1s - loss: 0.4107 - acc: 0.8322 Epoch 9/100 8000/8000 [==============================] - 1s - loss: 0.4096 - acc: 0.8329 Epoch 10/100 8000/8000 [==============================] - 1s - loss: 0.4086 - acc: 0.8341 Epoch 11/100 8000/8000 [==============================] - 1s - loss: 0.4072 - acc: 0.8340 Epoch 12/100 8000/8000 [==============================] - 1s - loss: 0.4069 - acc: 0.8354 Epoch 13/100 8000/8000 [==============================] - 1s - loss: 0.4062 - acc: 0.8339 Epoch 14/100 8000/8000 [==============================] - 1s - loss: 0.4060 - acc: 0.8344 Epoch 15/100 8000/8000 [==============================] - 1s - loss: 0.4052 - acc: 0.8344 Epoch 16/100 8000/8000 [==============================] - 1s - loss: 0.4047 - acc: 0.8357 Epoch 17/100 8000/8000 [==============================] - 1s - loss: 0.4044 - acc: 0.8349 Epoch 18/100 8000/8000 [==============================] - 1s - loss: 0.4042 - acc: 0.8334 Epoch 19/100 8000/8000 [==============================] - 1s - loss: 0.4040 - acc: 0.8345 Epoch 20/100 8000/8000 [==============================] - 1s - loss: 0.4037 - acc: 0.8344 Epoch 21/100 8000/8000 [==============================] - 1s - loss: 0.4034 - acc: 0.8356 Epoch 22/100 8000/8000 [==============================] - 1s - loss: 0.4029 - acc: 0.8346 Epoch 23/100 8000/8000 [==============================] - 1s - loss: 0.4029 - acc: 0.8352 Epoch 24/100 8000/8000 [==============================] - 1s - loss: 0.4031 - acc: 0.8351 Epoch 25/100 8000/8000 [==============================] - 1s - loss: 0.4022 - acc: 0.8361 Epoch 26/100 8000/8000 [==============================] - 1s - loss: 0.4023 - acc: 0.8346 Epoch 27/100 8000/8000 [==============================] - 1s - loss: 0.4025 - acc: 0.8351 Epoch 28/100 8000/8000 [==============================] - 1s - loss: 0.4025 - acc: 0.8359 Epoch 29/100 8000/8000 [==============================] - 1s - loss: 0.4024 - acc: 0.8351 Epoch 30/100 8000/8000 [==============================] - 1s - loss: 0.4022 - acc: 0.8341 Epoch 31/100 8000/8000 [==============================] - 1s - loss: 0.4019 - acc: 0.8361 Epoch 32/100 8000/8000 [==============================] - 1s - loss: 0.4015 - acc: 0.8346 Epoch 33/100 8000/8000 [==============================] - 1s - loss: 0.4022 - acc: 0.8341 Epoch 34/100 8000/8000 [==============================] - 1s - loss: 0.4021 - acc: 0.8344 Epoch 35/100 8000/8000 [==============================] - 1s - loss: 0.4016 - acc: 0.8341 Epoch 36/100 8000/8000 [==============================] - 1s - loss: 0.4018 - acc: 0.8347 Epoch 37/100 8000/8000 [==============================] - 1s - loss: 0.4011 - acc: 0.8356 Epoch 38/100 8000/8000 [==============================] - 1s - loss: 0.4018 - acc: 0.8352 Epoch 39/100 8000/8000 [==============================] - 1s - loss: 0.4010 - acc: 0.8355 Epoch 40/100 8000/8000 [==============================] - 1s - loss: 0.4016 - acc: 0.8336 Epoch 41/100 8000/8000 [==============================] - 1s - loss: 0.4016 - acc: 0.8359 Epoch 42/100 8000/8000 [==============================] - 1s - loss: 0.4011 - acc: 0.8347 Epoch 43/100 8000/8000 [==============================] - 1s - loss: 0.4011 - acc: 0.8329 Epoch 44/100 8000/8000 [==============================] - 1s - loss: 0.4011 - acc: 0.8350 Epoch 45/100 8000/8000 [==============================] - 1s - loss: 0.4014 - acc: 0.8359 Epoch 46/100 8000/8000 [==============================] - 1s - loss: 0.4009 - acc: 0.8362 Epoch 47/100 8000/8000 [==============================] - 1s - loss: 0.4013 - acc: 0.8345 Epoch 48/100 8000/8000 [==============================] - 1s - loss: 0.4010 - acc: 0.8357 Epoch 49/100 8000/8000 [==============================] - 1s - loss: 0.4006 - acc: 0.8345 Epoch 50/100 8000/8000 [==============================] - 1s - loss: 0.4011 - acc: 0.8349 Epoch 51/100 8000/8000 [==============================] - 1s - loss: 0.4003 - acc: 0.8342 Epoch 52/100 8000/8000 [==============================] - 1s - loss: 0.4003 - acc: 0.8346 Epoch 53/100 8000/8000 [==============================] - 1s - loss: 0.4007 - acc: 0.8349 Epoch 54/100 8000/8000 [==============================] - 1s - loss: 0.4013 - acc: 0.8355 Epoch 55/100 8000/8000 [==============================] - 1s - loss: 0.4006 - acc: 0.8356 Epoch 56/100 8000/8000 [==============================] - 1s - loss: 0.4006 - acc: 0.8352 Epoch 57/100 8000/8000 [==============================] - 1s - loss: 0.4007 - acc: 0.8342 Epoch 58/100 8000/8000 [==============================] - 1s - loss: 0.4007 - acc: 0.8354 Epoch 59/100 8000/8000 [==============================] - 1s - loss: 0.4007 - acc: 0.8350 Epoch 60/100 8000/8000 [==============================] - 1s - loss: 0.4010 - acc: 0.8366 Epoch 61/100 8000/8000 [==============================] - 1s - loss: 0.4007 - acc: 0.8337 Epoch 62/100 8000/8000 [==============================] - 1s - loss: 0.4007 - acc: 0.8346 Epoch 63/100 8000/8000 [==============================] - 1s - loss: 0.3999 - acc: 0.8361 Epoch 64/100 8000/8000 [==============================] - 1s - loss: 0.4006 - acc: 0.8354 Epoch 65/100 8000/8000 [==============================] - 1s - loss: 0.4004 - acc: 0.8351 Epoch 66/100 8000/8000 [==============================] - 1s - loss: 0.4009 - acc: 0.8364 Epoch 67/100 8000/8000 [==============================] - 1s - loss: 0.4000 - acc: 0.8342 Epoch 68/100 8000/8000 [==============================] - 1s - loss: 0.4006 - acc: 0.8330 Epoch 69/100 8000/8000 [==============================] - 1s - loss: 0.4006 - acc: 0.8341 Epoch 70/100 8000/8000 [==============================] - 1s - loss: 0.3999 - acc: 0.8337 Epoch 71/100 8000/8000 [==============================] - 1s - loss: 0.4004 - acc: 0.8350 Epoch 72/100 8000/8000 [==============================] - 1s - loss: 0.4006 - acc: 0.8351 Epoch 73/100 8000/8000 [==============================] - 1s - loss: 0.4008 - acc: 0.8344 Epoch 74/100 8000/8000 [==============================] - 1s - loss: 0.4002 - acc: 0.8352 Epoch 75/100 8000/8000 [==============================] - 1s - loss: 0.3995 - acc: 0.8347 Epoch 76/100 8000/8000 [==============================] - 1s - loss: 0.4007 - acc: 0.8347 Epoch 77/100 8000/8000 [==============================] - 1s - loss: 0.4005 - acc: 0.8339 Epoch 78/100 8000/8000 [==============================] - 1s - loss: 0.4005 - acc: 0.8342 Epoch 79/100 8000/8000 [==============================] - 1s - loss: 0.4006 - acc: 0.8347 Epoch 80/100 8000/8000 [==============================] - 1s - loss: 0.4004 - acc: 0.8360 Epoch 81/100 8000/8000 [==============================] - 1s - loss: 0.4000 - acc: 0.8344 Epoch 82/100 8000/8000 [==============================] - 1s - loss: 0.3999 - acc: 0.8356 Epoch 83/100 8000/8000 [==============================] - 1s - loss: 0.4007 - acc: 0.8336 Epoch 84/100 8000/8000 [==============================] - 1s - loss: 0.4001 - acc: 0.8334 Epoch 85/100 8000/8000 [==============================] - 1s - loss: 0.4000 - acc: 0.8342 Epoch 86/100 8000/8000 [==============================] - 1s - loss: 0.4010 - acc: 0.8336 Epoch 87/100 8000/8000 [==============================] - 1s - loss: 0.4002 - acc: 0.8341 Epoch 88/100 8000/8000 [==============================] - 1s - loss: 0.3997 - acc: 0.8346 Epoch 89/100 8000/8000 [==============================] - 1s - loss: 0.4004 - acc: 0.8344 Epoch 90/100 8000/8000 [==============================] - 1s - loss: 0.3999 - acc: 0.8354 Epoch 91/100 8000/8000 [==============================] - 1s - loss: 0.4004 - acc: 0.8336 Epoch 92/100 8000/8000 [==============================] - 1s - loss: 0.4000 - acc: 0.8350 Epoch 93/100 8000/8000 [==============================] - 1s - loss: 0.4002 - acc: 0.8341 Epoch 94/100 8000/8000 [==============================] - 1s - loss: 0.3998 - acc: 0.8346 Epoch 95/100 8000/8000 [==============================] - 1s - loss: 0.4000 - acc: 0.8344 Epoch 96/100 8000/8000 [==============================] - 1s - loss: 0.4002 - acc: 0.8344 Epoch 97/100 8000/8000 [==============================] - 1s - loss: 0.3997 - acc: 0.8341 Epoch 98/100 8000/8000 [==============================] - 1s - loss: 0.4002 - acc: 0.8339 Epoch 99/100 8000/8000 [==============================] - 1s - loss: 0.4001 - acc: 0.8360 Epoch 100/100 8000/8000 [==============================] - 1s - loss: 0.4005 - acc: 0.8347
<keras.callbacks.History at 0x7ff0b4fcd400>
# Part 3 - Tahmin yapma ve modelin değerlendirilmesi
# Test seti sonuçlarının tahmini
y_pred = classifier.predict(X_test)
y_pred = (y_pred > 0.5)
print("Test verisi sonuclari: \n")
y_pred
Test verisi sonuclari:
array([[False], [False], [False], ..., [False], [False], [False]], dtype=bool)
# Confusion Matrix
from sklearn.metrics import confusion_matrix
cm = confusion_matrix(y_test, y_pred)
print("\n Confusion Matrix: \n")
print(cm)
Confusion Matrix: [[1538 57] [ 266 139]]
"""Asagidaki bilgilere sahip musteri bankayı terk edecek mi?:
Geography: France
Credit Score: 600
Gender: Female
Age: 45
Tenure: 3
Balance: 75000
Number of Products: 2
Has Credit Card: Yes
Is Active Member: Yes
Estimated Salary: 60000"""
predict_customer = classifier.predict(sc.transform(np.array([[0.0, 0, 600, 1, 45, 3, 75000, 2, 1, 1, 60000]])))
predict_customer = (predict_customer > 0.5)
predict_customer
array([[False]], dtype=bool)
Musteri bankayla calismaya devam ediyor.
# Part 4 - Evaluating, Improving and Tuning the ANN
# Evaluating the ANN
from keras.wrappers.scikit_learn import KerasClassifier
from sklearn.model_selection import cross_val_score
def build_classifier():
classifier = Sequential()
classifier.add(Dense(units = 6, kernel_initializer = 'uniform', activation = 'relu', input_dim = 11))
classifier.add(Dense(units = 6, kernel_initializer = 'uniform', activation = 'relu'))
classifier.add(Dense(units = 1, kernel_initializer = 'uniform', activation = 'sigmoid'))
classifier.compile(optimizer = 'adam', loss = 'binary_crossentropy', metrics = ['accuracy'])
return classifier
classifier = KerasClassifier(build_fn = build_classifier, batch_size = 10, epochs = 100)
accuracies = cross_val_score(estimator = classifier, X = X_train, y = y_train, cv = 10, n_jobs=1)
Epoch 1/100 7200/7200 [==============================] - 1s - loss: 0.4913 - acc: 0.7965 Epoch 2/100 7200/7200 [==============================] - 1s - loss: 0.4288 - acc: 0.7971 Epoch 3/100 7200/7200 [==============================] - 1s - loss: 0.4232 - acc: 0.7971 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4191 - acc: 0.8108 Epoch 5/100 7200/7200 [==============================] - 1s - loss: 0.4166 - acc: 0.8244 Epoch 6/100 7200/7200 [==============================] - 1s - loss: 0.4151 - acc: 0.8271 Epoch 7/100 7200/7200 [==============================] - 1s - loss: 0.4135 - acc: 0.8265 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4124 - acc: 0.8294 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.4116 - acc: 0.8315 Epoch 10/100 7200/7200 [==============================] - 1s - loss: 0.4107 - acc: 0.8319 Epoch 11/100 7200/7200 [==============================] - 1s - loss: 0.4099 - acc: 0.8321 Epoch 12/100 7200/7200 [==============================] - 1s - loss: 0.4094 - acc: 0.8339 Epoch 13/100 7200/7200 [==============================] - 1s - loss: 0.4082 - acc: 0.8333 Epoch 14/100 7200/7200 [==============================] - 1s - loss: 0.4080 - acc: 0.8333 Epoch 15/100 7200/7200 [==============================] - 1s - loss: 0.4076 - acc: 0.8339 Epoch 16/100 7200/7200 [==============================] - 1s - loss: 0.4070 - acc: 0.8328 Epoch 17/100 7200/7200 [==============================] - 1s - loss: 0.4064 - acc: 0.8336 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.4057 - acc: 0.8358 Epoch 19/100 7200/7200 [==============================] - 1s - loss: 0.4058 - acc: 0.8336 Epoch 20/100 7200/7200 [==============================] - 1s - loss: 0.4050 - acc: 0.8350 Epoch 21/100 7200/7200 [==============================] - 1s - loss: 0.4047 - acc: 0.8335 Epoch 22/100 7200/7200 [==============================] - 1s - loss: 0.4043 - acc: 0.8369 Epoch 23/100 7200/7200 [==============================] - 1s - loss: 0.4044 - acc: 0.8339 Epoch 24/100 7200/7200 [==============================] - 1s - loss: 0.4034 - acc: 0.8344 Epoch 25/100 7200/7200 [==============================] - 1s - loss: 0.4034 - acc: 0.8346 Epoch 26/100 7200/7200 [==============================] - 1s - loss: 0.4034 - acc: 0.8350 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8360 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8365 Epoch 29/100 7200/7200 [==============================] - 1s - loss: 0.4026 - acc: 0.8358 Epoch 30/100 7200/7200 [==============================] - 1s - loss: 0.4023 - acc: 0.8340 Epoch 31/100 7200/7200 [==============================] - 1s - loss: 0.4025 - acc: 0.8356 Epoch 32/100 7200/7200 [==============================] - 1s - loss: 0.4022 - acc: 0.8336 Epoch 33/100 7200/7200 [==============================] - 1s - loss: 0.4020 - acc: 0.8339 Epoch 34/100 7200/7200 [==============================] - 1s - loss: 0.4017 - acc: 0.8358 Epoch 35/100 7200/7200 [==============================] - 1s - loss: 0.4024 - acc: 0.8344 Epoch 36/100 7200/7200 [==============================] - 1s - loss: 0.4019 - acc: 0.8344 Epoch 37/100 7200/7200 [==============================] - 1s - loss: 0.4015 - acc: 0.8367 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8354 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8362 Epoch 40/100 7200/7200 [==============================] - 1s - loss: 0.4015 - acc: 0.8350 Epoch 41/100 7200/7200 [==============================] - 1s - loss: 0.4010 - acc: 0.8354 Epoch 42/100 7200/7200 [==============================] - 1s - loss: 0.4014 - acc: 0.8351 Epoch 43/100 7200/7200 [==============================] - 1s - loss: 0.4013 - acc: 0.8353 Epoch 44/100 7200/7200 [==============================] - 1s - loss: 0.4009 - acc: 0.8358 Epoch 45/100 7200/7200 [==============================] - 1s - loss: 0.4014 - acc: 0.8365 Epoch 46/100 7200/7200 [==============================] - 1s - loss: 0.4011 - acc: 0.8346 Epoch 47/100 7200/7200 [==============================] - 1s - loss: 0.4009 - acc: 0.8357 Epoch 48/100 7200/7200 [==============================] - 1s - loss: 0.4010 - acc: 0.8336 Epoch 49/100 7200/7200 [==============================] - 1s - loss: 0.3999 - acc: 0.8342 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8342 Epoch 51/100 7200/7200 [==============================] - 1s - loss: 0.4007 - acc: 0.8346 Epoch 52/100 7200/7200 [==============================] - 1s - loss: 0.4006 - acc: 0.8361 Epoch 53/100 7200/7200 [==============================] - 1s - loss: 0.4006 - acc: 0.8353 Epoch 54/100 7200/7200 [==============================] - 1s - loss: 0.4005 - acc: 0.8342 Epoch 55/100 7200/7200 [==============================] - 1s - loss: 0.4008 - acc: 0.8340 Epoch 56/100 7200/7200 [==============================] - 1s - loss: 0.4003 - acc: 0.8362 Epoch 57/100 7200/7200 [==============================] - 1s - loss: 0.3998 - acc: 0.8339 Epoch 58/100 7200/7200 [==============================] - 1s - loss: 0.4008 - acc: 0.8340 Epoch 59/100 7200/7200 [==============================] - 1s - loss: 0.4006 - acc: 0.8343 Epoch 60/100 7200/7200 [==============================] - 1s - loss: 0.4008 - acc: 0.8337 Epoch 61/100 7200/7200 [==============================] - 1s - loss: 0.4003 - acc: 0.8357 Epoch 62/100 7200/7200 [==============================] - 1s - loss: 0.4002 - acc: 0.8360 Epoch 63/100 7200/7200 [==============================] - 1s - loss: 0.4005 - acc: 0.8353 Epoch 64/100 7200/7200 [==============================] - 1s - loss: 0.4004 - acc: 0.8351 Epoch 65/100 7200/7200 [==============================] - 1s - loss: 0.4004 - acc: 0.8349 Epoch 66/100 7200/7200 [==============================] - 1s - loss: 0.3998 - acc: 0.8353 Epoch 67/100 7200/7200 [==============================] - 1s - loss: 0.4003 - acc: 0.8360 Epoch 68/100 7200/7200 [==============================] - 1s - loss: 0.4002 - acc: 0.8356 Epoch 69/100 7200/7200 [==============================] - 1s - loss: 0.3999 - acc: 0.8361 Epoch 70/100 7200/7200 [==============================] - 1s - loss: 0.4004 - acc: 0.8350 Epoch 71/100 7200/7200 [==============================] - 1s - loss: 0.3998 - acc: 0.8346 Epoch 72/100 7200/7200 [==============================] - 1s - loss: 0.4003 - acc: 0.8344 Epoch 73/100 7200/7200 [==============================] - 1s - loss: 0.4004 - acc: 0.8336 Epoch 74/100 7200/7200 [==============================] - 1s - loss: 0.4001 - acc: 0.8354 Epoch 75/100 7200/7200 [==============================] - 1s - loss: 0.4001 - acc: 0.8351 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8350 Epoch 77/100 7200/7200 [==============================] - 1s - loss: 0.4002 - acc: 0.8353 Epoch 78/100 7200/7200 [==============================] - 1s - loss: 0.4001 - acc: 0.8367 Epoch 79/100 7200/7200 [==============================] - 1s - loss: 0.4001 - acc: 0.8364 Epoch 80/100 7200/7200 [==============================] - 1s - loss: 0.4001 - acc: 0.8346 Epoch 81/100 7200/7200 [==============================] - 1s - loss: 0.4003 - acc: 0.8353 Epoch 82/100 7200/7200 [==============================] - 1s - loss: 0.3999 - acc: 0.8350 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8346 Epoch 84/100 7200/7200 [==============================] - 1s - loss: 0.3994 - acc: 0.8349 Epoch 85/100 7200/7200 [==============================] - ETA: 0s - loss: 0.3980 - acc: 0.836 - 1s - loss: 0.4003 - acc: 0.8350 Epoch 86/100 7200/7200 [==============================] - 1s - loss: 0.4002 - acc: 0.8357 Epoch 87/100 7200/7200 [==============================] - 1s - loss: 0.3994 - acc: 0.8361 Epoch 88/100 7200/7200 [==============================] - 1s - loss: 0.3997 - acc: 0.8354 Epoch 89/100 7200/7200 [==============================] - 1s - loss: 0.4001 - acc: 0.8375 Epoch 90/100 7200/7200 [==============================] - 1s - loss: 0.3999 - acc: 0.8350 Epoch 91/100 7200/7200 [==============================] - 1s - loss: 0.4001 - acc: 0.8350 Epoch 92/100 7200/7200 [==============================] - 1s - loss: 0.3999 - acc: 0.8344 Epoch 93/100 7200/7200 [==============================] - 1s - loss: 0.4002 - acc: 0.8344 Epoch 94/100 7200/7200 [==============================] - 1s - loss: 0.3999 - acc: 0.8372 Epoch 95/100 7200/7200 [==============================] - 1s - loss: 0.4002 - acc: 0.8357 Epoch 96/100 7200/7200 [==============================] - 1s - loss: 0.4001 - acc: 0.8339 Epoch 97/100 7200/7200 [==============================] - 1s - loss: 0.3998 - acc: 0.8360 Epoch 98/100 7200/7200 [==============================] - 1s - loss: 0.4002 - acc: 0.8337 Epoch 99/100 7200/7200 [==============================] - 1s - loss: 0.3997 - acc: 0.8346 Epoch 100/100 7200/7200 [==============================] - 1s - loss: 0.3999 - acc: 0.8351 750/800 [===========================>..] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 1s - loss: 0.4796 - acc: 0.7967 Epoch 2/100 7200/7200 [==============================] - 1s - loss: 0.4274 - acc: 0.7967 Epoch 3/100 7200/7200 [==============================] - 1s - loss: 0.4222 - acc: 0.7967 Epoch 4/100 7200/7200 [==============================] - 1s - loss: 0.4185 - acc: 0.8154 Epoch 5/100 7200/7200 [==============================] - 1s - loss: 0.4155 - acc: 0.8271 Epoch 6/100 7200/7200 [==============================] - 1s - loss: 0.4150 - acc: 0.8294 Epoch 7/100 7200/7200 [==============================] - 1s - loss: 0.4134 - acc: 0.8292 Epoch 8/100 7200/7200 [==============================] - 1s - loss: 0.4129 - acc: 0.8311 Epoch 9/100 7200/7200 [==============================] - 1s - loss: 0.4118 - acc: 0.8307 Epoch 10/100 7200/7200 [==============================] - 1s - loss: 0.4111 - acc: 0.8312 Epoch 11/100 7200/7200 [==============================] - 1s - loss: 0.4107 - acc: 0.8325 Epoch 12/100 7200/7200 [==============================] - 1s - loss: 0.4100 - acc: 0.8333 Epoch 13/100 7200/7200 [==============================] - 1s - loss: 0.4088 - acc: 0.8328 Epoch 14/100 7200/7200 [==============================] - 1s - loss: 0.4087 - acc: 0.8347 Epoch 15/100 7200/7200 [==============================] - 1s - loss: 0.4079 - acc: 0.8349 Epoch 16/100 7200/7200 [==============================] - 1s - loss: 0.4072 - acc: 0.8339 Epoch 17/100 7200/7200 [==============================] - 1s - loss: 0.4071 - acc: 0.8335 Epoch 18/100 7200/7200 [==============================] - 1s - loss: 0.4068 - acc: 0.8336 Epoch 19/100 7200/7200 [==============================] - 1s - loss: 0.4065 - acc: 0.8332 Epoch 20/100 7200/7200 [==============================] - 1s - loss: 0.4060 - acc: 0.8344 Epoch 21/100 7200/7200 [==============================] - 1s - loss: 0.4056 - acc: 0.8344 Epoch 22/100 7200/7200 [==============================] - 1s - loss: 0.4051 - acc: 0.8343 Epoch 23/100 7200/7200 [==============================] - 1s - loss: 0.4050 - acc: 0.8357 Epoch 24/100 7200/7200 [==============================] - 1s - loss: 0.4044 - acc: 0.8342 Epoch 25/100 7200/7200 [==============================] - 1s - loss: 0.4039 - acc: 0.8350 Epoch 26/100 7200/7200 [==============================] - 1s - loss: 0.4041 - acc: 0.8354 Epoch 27/100 7200/7200 [==============================] - 1s - loss: 0.4038 - acc: 0.8356 Epoch 28/100 7200/7200 [==============================] - 1s - loss: 0.4029 - acc: 0.8357 Epoch 29/100 7200/7200 [==============================] - 1s - loss: 0.4034 - acc: 0.8336 Epoch 30/100 7200/7200 [==============================] - 1s - loss: 0.4022 - acc: 0.8351 Epoch 31/100 7200/7200 [==============================] - 1s - loss: 0.4033 - acc: 0.8350 Epoch 32/100 7200/7200 [==============================] - 1s - loss: 0.4030 - acc: 0.8350 Epoch 33/100 7200/7200 [==============================] - 1s - loss: 0.4027 - acc: 0.8342 Epoch 34/100 7200/7200 [==============================] - 1s - loss: 0.4024 - acc: 0.8354 Epoch 35/100 7200/7200 [==============================] - 1s - loss: 0.4023 - acc: 0.8365 Epoch 36/100 7200/7200 [==============================] - 1s - loss: 0.4020 - acc: 0.8347 Epoch 37/100 7200/7200 [==============================] - 1s - loss: 0.4025 - acc: 0.8360 Epoch 38/100 7200/7200 [==============================] - 1s - loss: 0.4028 - acc: 0.8353 Epoch 39/100 7200/7200 [==============================] - 1s - loss: 0.4023 - acc: 0.8357 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8364 Epoch 41/100 7200/7200 [==============================] - 1s - loss: 0.4016 - acc: 0.8353 Epoch 42/100 7200/7200 [==============================] - 1s - loss: 0.4023 - acc: 0.8368 Epoch 43/100 7200/7200 [==============================] - 1s - loss: 0.4019 - acc: 0.8357 Epoch 44/100 7200/7200 [==============================] - 1s - loss: 0.4019 - acc: 0.8344 Epoch 45/100 7200/7200 [==============================] - 1s - loss: 0.4019 - acc: 0.8364 Epoch 46/100 7200/7200 [==============================] - 1s - loss: 0.4019 - acc: 0.8354 Epoch 47/100 7200/7200 [==============================] - 1s - loss: 0.4021 - acc: 0.8361 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8358 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8360 Epoch 50/100 7200/7200 [==============================] - 1s - loss: 0.4016 - acc: 0.8360 Epoch 51/100 7200/7200 [==============================] - 1s - loss: 0.4012 - acc: 0.8351 Epoch 52/100 7200/7200 [==============================] - 1s - loss: 0.4015 - acc: 0.8351 Epoch 53/100 7200/7200 [==============================] - 1s - loss: 0.4017 - acc: 0.8356 Epoch 54/100 7200/7200 [==============================] - 1s - loss: 0.4015 - acc: 0.8353 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8357 Epoch 56/100 7200/7200 [==============================] - 1s - loss: 0.4015 - acc: 0.8357 Epoch 57/100 7200/7200 [==============================] - 1s - loss: 0.4015 - acc: 0.8360 Epoch 58/100 7200/7200 [==============================] - 1s - loss: 0.4014 - acc: 0.8365 Epoch 59/100 7200/7200 [==============================] - 1s - loss: 0.4013 - acc: 0.8354 Epoch 60/100 7200/7200 [==============================] - 1s - loss: 0.4013 - acc: 0.8358 Epoch 61/100 7200/7200 [==============================] - 1s - loss: 0.4015 - acc: 0.8361 Epoch 62/100 7200/7200 [==============================] - 1s - loss: 0.4011 - acc: 0.8360 Epoch 63/100 7200/7200 [==============================] - 1s - loss: 0.4016 - acc: 0.8362 Epoch 64/100 7200/7200 [==============================] - 1s - loss: 0.4014 - acc: 0.8361 Epoch 65/100 7200/7200 [==============================] - 1s - loss: 0.4016 - acc: 0.8360 Epoch 66/100 7200/7200 [==============================] - 1s - loss: 0.4015 - acc: 0.8350 Epoch 67/100 7200/7200 [==============================] - 1s - loss: 0.4011 - acc: 0.8349 Epoch 68/100 7200/7200 [==============================] - 1s - loss: 0.4012 - acc: 0.8360 Epoch 69/100 7200/7200 [==============================] - 1s - loss: 0.4013 - acc: 0.8350 Epoch 70/100 7200/7200 [==============================] - 1s - loss: 0.4008 - acc: 0.8361 Epoch 71/100 7200/7200 [==============================] - 1s - loss: 0.4012 - acc: 0.8356 Epoch 72/100 7200/7200 [==============================] - 1s - loss: 0.4012 - acc: 0.8340 Epoch 73/100 7200/7200 [==============================] - 1s - loss: 0.4014 - acc: 0.8347 Epoch 74/100 7200/7200 [==============================] - 1s - loss: 0.4008 - acc: 0.8367 Epoch 75/100 7200/7200 [==============================] - 1s - loss: 0.4013 - acc: 0.8357 Epoch 76/100 7200/7200 [==============================] - 1s - loss: 0.4013 - acc: 0.8360 Epoch 77/100 7200/7200 [==============================] - 1s - loss: 0.4009 - acc: 0.8362 Epoch 78/100 7200/7200 [==============================] - 1s - loss: 0.4013 - acc: 0.8360 Epoch 79/100 7200/7200 [==============================] - 1s - loss: 0.4009 - acc: 0.8360 Epoch 80/100 7200/7200 [==============================] - 1s - loss: 0.4014 - acc: 0.8357 Epoch 81/100 7200/7200 [==============================] - 1s - loss: 0.4011 - acc: 0.8365 Epoch 82/100 7200/7200 [==============================] - 1s - loss: 0.4012 - acc: 0.8360 Epoch 83/100 7200/7200 [==============================] - 1s - loss: 0.4011 - acc: 0.8365 Epoch 84/100 7200/7200 [==============================] - 1s - loss: 0.4005 - acc: 0.8354 Epoch 85/100 7200/7200 [==============================] - 1s - loss: 0.4010 - acc: 0.8354 Epoch 86/100 7200/7200 [==============================] - 1s - loss: 0.4011 - acc: 0.8347 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8360 Epoch 88/100 7200/7200 [==============================] - 1s - loss: 0.4008 - acc: 0.8353 Epoch 89/100 7200/7200 [==============================] - 1s - loss: 0.4008 - acc: 0.8361 Epoch 90/100 7200/7200 [==============================] - 1s - loss: 0.4012 - acc: 0.8353 Epoch 91/100 7200/7200 [==============================] - 1s - loss: 0.4012 - acc: 0.8346 Epoch 92/100 7200/7200 [==============================] - 1s - loss: 0.4010 - acc: 0.8347 Epoch 93/100 7200/7200 [==============================] - 1s - loss: 0.4010 - acc: 0.8349 Epoch 94/100 7200/7200 [==============================] - 1s - loss: 0.4011 - acc: 0.8349 Epoch 95/100 7200/7200 [==============================] - 1s - loss: 0.4011 - acc: 0.8342 Epoch 96/100 7200/7200 [==============================] - 1s - loss: 0.4007 - acc: 0.8364 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8356 Epoch 98/100 7200/7200 [==============================] - 1s - loss: 0.4010 - acc: 0.8354 Epoch 99/100 7200/7200 [==============================] - 1s - loss: 0.4006 - acc: 0.8364 Epoch 100/100 7200/7200 [==============================] - 1s - loss: 0.4008 - acc: 0.8360 800/800 [==============================] - 0s Epoch 1/100 7200/7200 [==============================] - 1s - loss: 0.4978 - acc: 0.7953 Epoch 2/100 7200/7200 [==============================] - 1s - loss: 0.4297 - acc: 0.7956 Epoch 3/100 7200/7200 [==============================] - 1s - loss: 0.4228 - acc: 0.8057 Epoch 4/100 7200/7200 [==============================] - 1s - loss: 0.4175 - acc: 0.8249 Epoch 5/100 7200/7200 [==============================] - 1s - loss: 0.4131 - acc: 0.8308 Epoch 6/100 7200/7200 [==============================] - 1s - loss: 0.4095 - acc: 0.8317 Epoch 7/100 7200/7200 [==============================] - 1s - loss: 0.4074 - acc: 0.8325 Epoch 8/100 7200/7200 [==============================] - 1s - loss: 0.4058 - acc: 0.8335 Epoch 9/100 7200/7200 [==============================] - 1s - loss: 0.4037 - acc: 0.8340 Epoch 10/100 7200/7200 [==============================] - 1s - loss: 0.4033 - acc: 0.8329 Epoch 11/100 7200/7200 [==============================] - 1s - loss: 0.4018 - acc: 0.8336 Epoch 12/100 7200/7200 [==============================] - 1s - loss: 0.4016 - acc: 0.8351 Epoch 13/100 7200/7200 [==============================] - 1s - loss: 0.4010 - acc: 0.8340 Epoch 14/100 7200/7200 [==============================] - 1s - loss: 0.3999 - acc: 0.8333 Epoch 15/100 7200/7200 [==============================] - 1s - loss: 0.3999 - acc: 0.8354 Epoch 16/100 7200/7200 [==============================] - 1s - loss: 0.3988 - acc: 0.8354 Epoch 17/100 7200/7200 [==============================] - 1s - loss: 0.3991 - acc: 0.8351 Epoch 18/100 7200/7200 [==============================] - 1s - loss: 0.3982 - acc: 0.8357 Epoch 19/100 7200/7200 [==============================] - 1s - loss: 0.3978 - acc: 0.8358 Epoch 20/100 7200/7200 [==============================] - 1s - loss: 0.3975 - acc: 0.8342 Epoch 21/100 7200/7200 [==============================] - 1s - loss: 0.3976 - acc: 0.8340 Epoch 22/100 7200/7200 [==============================] - 1s - loss: 0.3978 - acc: 0.8365 Epoch 23/100 7200/7200 [==============================] - 1s - loss: 0.3970 - acc: 0.8335 Epoch 24/100 7200/7200 [==============================] - 1s - loss: 0.3968 - acc: 0.8336 Epoch 25/100 7200/7200 [==============================] - 1s - loss: 0.3968 - acc: 0.8365 Epoch 26/100 7200/7200 [==============================] - 1s - loss: 0.3958 - acc: 0.8356 Epoch 27/100 7200/7200 [==============================] - 1s - loss: 0.3959 - acc: 0.8360 Epoch 28/100 7200/7200 [==============================] - 1s - loss: 0.3957 - acc: 0.8335 Epoch 29/100 7200/7200 [==============================] - ETA: 0s - loss: 0.3963 - acc: 0.837 - 1s - loss: 0.3953 - acc: 0.8375 Epoch 30/100 7200/7200 [==============================] - 1s - loss: 0.3955 - acc: 0.8371 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8342 Epoch 32/100 7200/7200 [==============================] - 1s - loss: 0.3952 - acc: 0.8342 Epoch 33/100 7200/7200 [==============================] - 1s - loss: 0.3954 - acc: 0.8347 Epoch 34/100 7200/7200 [==============================] - 1s - loss: 0.3948 - acc: 0.8346 Epoch 35/100 7200/7200 [==============================] - 1s - loss: 0.3943 - acc: 0.8378 Epoch 36/100 7200/7200 [==============================] - 1s - loss: 0.3947 - acc: 0.8362 Epoch 37/100 7200/7200 [==============================] - 1s - loss: 0.3938 - acc: 0.8351 Epoch 38/100 7200/7200 [==============================] - 1s - loss: 0.3937 - acc: 0.8372 Epoch 39/100 7200/7200 [==============================] - 1s - loss: 0.3930 - acc: 0.8371 Epoch 40/100 7200/7200 [==============================] - 1s - loss: 0.3928 - acc: 0.8371 Epoch 41/100 7200/7200 [==============================] - 1s - loss: 0.3922 - acc: 0.8375 Epoch 42/100 7200/7200 [==============================] - 1s - loss: 0.3913 - acc: 0.8374 Epoch 43/100 7200/7200 [==============================] - 1s - loss: 0.3915 - acc: 0.8361 Epoch 44/100 7200/7200 [==============================] - 1s - loss: 0.3903 - acc: 0.8378 Epoch 45/100 7200/7200 [==============================] - 1s - loss: 0.3890 - acc: 0.8374 Epoch 46/100 7200/7200 [==============================] - 1s - loss: 0.3872 - acc: 0.8374 Epoch 47/100 7200/7200 [==============================] - 1s - loss: 0.3858 - acc: 0.8387 Epoch 48/100 7200/7200 [==============================] - 1s - loss: 0.3833 - acc: 0.8387 Epoch 49/100 7200/7200 [==============================] - 1s - loss: 0.3822 - acc: 0.8389 Epoch 50/100 7200/7200 [==============================] - 1s - loss: 0.3814 - acc: 0.8367 Epoch 51/100 7200/7200 [==============================] - 1s - loss: 0.3804 - acc: 0.8399 Epoch 52/100 7200/7200 [==============================] - 1s - loss: 0.3795 - acc: 0.8387 Epoch 53/100 7200/7200 [==============================] - 1s - loss: 0.3786 - acc: 0.8412 Epoch 54/100 7200/7200 [==============================] - 1s - loss: 0.3780 - acc: 0.8386 Epoch 55/100 7200/7200 [==============================] - 1s - loss: 0.3776 - acc: 0.8378 Epoch 56/100 7200/7200 [==============================] - 1s - loss: 0.3775 - acc: 0.8382 Epoch 57/100 7200/7200 [==============================] - 1s - loss: 0.3776 - acc: 0.8382 Epoch 58/100 7200/7200 [==============================] - 1s - loss: 0.3770 - acc: 0.8386 Epoch 59/100 7200/7200 [==============================] - 1s - loss: 0.3765 - acc: 0.8392 Epoch 60/100 7200/7200 [==============================] - 1s - loss: 0.3779 - acc: 0.8381 Epoch 61/100 7200/7200 [==============================] - 1s - loss: 0.3763 - acc: 0.8389 Epoch 62/100 7200/7200 [==============================] - 1s - loss: 0.3764 - acc: 0.8392 Epoch 63/100 7200/7200 [==============================] - 1s - loss: 0.3760 - acc: 0.8392 Epoch 64/100 7200/7200 [==============================] - 1s - loss: 0.3757 - acc: 0.8399 Epoch 65/100 7200/7200 [==============================] - 1s - loss: 0.3751 - acc: 0.8390 Epoch 66/100 7200/7200 [==============================] - 1s - loss: 0.3755 - acc: 0.8407 Epoch 67/100 7200/7200 [==============================] - 1s - loss: 0.3755 - acc: 0.8396 Epoch 68/100 7200/7200 [==============================] - 1s - loss: 0.3744 - acc: 0.8399 Epoch 69/100 7200/7200 [==============================] - 1s - loss: 0.3742 - acc: 0.8392 Epoch 70/100 7200/7200 [==============================] - 1s - loss: 0.3747 - acc: 0.8387 Epoch 71/100 7200/7200 [==============================] - 1s - loss: 0.3738 - acc: 0.8393 Epoch 72/100 7200/7200 [==============================] - 1s - loss: 0.3742 - acc: 0.8392 Epoch 73/100 7200/7200 [==============================] - 1s - loss: 0.3735 - acc: 0.8422 Epoch 74/100 7200/7200 [==============================] - 1s - loss: 0.3737 - acc: 0.8394 Epoch 75/100 7200/7200 [==============================] - 1s - loss: 0.3735 - acc: 0.8389 Epoch 76/100 7200/7200 [==============================] - 1s - loss: 0.3737 - acc: 0.8397 Epoch 77/100 7200/7200 [==============================] - 1s - loss: 0.3729 - acc: 0.8414 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3727 - acc: 0.8404 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3737 - acc: 0.8414 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3727 - acc: 0.8410 Epoch 81/100 7200/7200 [==============================] - 1s - loss: 0.3734 - acc: 0.8392 Epoch 82/100 7200/7200 [==============================] - 1s - loss: 0.3729 - acc: 0.8412 Epoch 83/100 7200/7200 [==============================] - 1s - loss: 0.3725 - acc: 0.8394 Epoch 84/100 7200/7200 [==============================] - 1s - loss: 0.3729 - acc: 0.8410 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3731 - acc: 0.8408 Epoch 86/100 7200/7200 [==============================] - 1s - loss: 0.3725 - acc: 0.8390 Epoch 87/100 7200/7200 [==============================] - 1s - loss: 0.3721 - acc: 0.8417 Epoch 88/100 7200/7200 [==============================] - 1s - loss: 0.3732 - acc: 0.8419 Epoch 89/100 7200/7200 [==============================] - 1s - loss: 0.3718 - acc: 0.8399 Epoch 90/100 7200/7200 [==============================] - 1s - loss: 0.3722 - acc: 0.8431 Epoch 91/100 7200/7200 [==============================] - 1s - loss: 0.3718 - acc: 0.8406 Epoch 92/100 7200/7200 [==============================] - 1s - loss: 0.3718 - acc: 0.8429 Epoch 93/100 7200/7200 [==============================] - 1s - loss: 0.3729 - acc: 0.8399 Epoch 94/100 7200/7200 [==============================] - 1s - loss: 0.3724 - acc: 0.8424 Epoch 95/100 7200/7200 [==============================] - 1s - loss: 0.3721 - acc: 0.8407 Epoch 96/100 7200/7200 [==============================] - 1s - loss: 0.3723 - acc: 0.8414 Epoch 97/100 7200/7200 [==============================] - 1s - loss: 0.3723 - acc: 0.8417 Epoch 98/100 7200/7200 [==============================] - 1s - loss: 0.3727 - acc: 0.8410 Epoch 99/100 7200/7200 [==============================] - 1s - loss: 0.3719 - acc: 0.8412 Epoch 100/100 7200/7200 [==============================] - 1s - loss: 0.3721 - acc: 0.8417 770/800 [===========================>..] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 1s - loss: 0.5137 - acc: 0.7974 Epoch 2/100 7200/7200 [==============================] - 1s - loss: 0.4191 - acc: 0.8022 Epoch 3/100 7200/7200 [==============================] - 1s - loss: 0.3964 - acc: 0.8156 Epoch 4/100 7200/7200 [==============================] - 1s - loss: 0.3753 - acc: 0.8317 Epoch 5/100 7200/7200 [==============================] - 1s - loss: 0.3606 - acc: 0.8537 Epoch 6/100 7200/7200 [==============================] - 1s - loss: 0.3522 - acc: 0.8574 Epoch 7/100 7200/7200 [==============================] - 1s - loss: 0.3477 - acc: 0.8594 Epoch 8/100 7200/7200 [==============================] - 1s - loss: 0.3441 - acc: 0.8590 Epoch 9/100 7200/7200 [==============================] - 1s - loss: 0.3425 - acc: 0.8614 Epoch 10/100 7200/7200 [==============================] - 1s - loss: 0.3412 - acc: 0.8601 Epoch 11/100 7200/7200 [==============================] - 1s - loss: 0.3401 - acc: 0.8617 Epoch 12/100 7200/7200 [==============================] - 1s - loss: 0.3392 - acc: 0.8611 Epoch 13/100 7200/7200 [==============================] - 1s - loss: 0.3385 - acc: 0.8626 Epoch 14/100 7200/7200 [==============================] - 1s - loss: 0.3377 - acc: 0.8611 Epoch 15/100 7200/7200 [==============================] - 1s - loss: 0.3371 - acc: 0.8610 Epoch 16/100 7200/7200 [==============================] - 1s - loss: 0.3365 - acc: 0.8639 Epoch 17/100 7200/7200 [==============================] - 1s - loss: 0.3371 - acc: 0.8615 Epoch 18/100 7200/7200 [==============================] - 1s - loss: 0.3363 - acc: 0.8615 Epoch 19/100 7200/7200 [==============================] - 1s - loss: 0.3358 - acc: 0.8629 Epoch 20/100 7200/7200 [==============================] - 1s - loss: 0.3353 - acc: 0.8618 Epoch 21/100 7200/7200 [==============================] - 1s - loss: 0.3352 - acc: 0.8628 Epoch 22/100 7200/7200 [==============================] - 1s - loss: 0.3349 - acc: 0.8640 Epoch 23/100 7200/7200 [==============================] - 1s - loss: 0.3349 - acc: 0.8631 Epoch 24/100 7200/7200 [==============================] - 1s - loss: 0.3343 - acc: 0.8615 Epoch 25/100 7200/7200 [==============================] - 1s - loss: 0.3338 - acc: 0.8642 Epoch 26/100 7200/7200 [==============================] - 1s - loss: 0.3342 - acc: 0.8621 Epoch 27/100 7200/7200 [==============================] - 1s - loss: 0.3334 - acc: 0.8622 Epoch 28/100 7200/7200 [==============================] - 1s - loss: 0.3333 - acc: 0.8625 Epoch 29/100 7200/7200 [==============================] - 1s - loss: 0.3328 - acc: 0.8626 Epoch 30/100 7200/7200 [==============================] - 1s - loss: 0.3329 - acc: 0.8635 Epoch 31/100 7200/7200 [==============================] - 1s - loss: 0.3330 - acc: 0.8635 Epoch 32/100 7200/7200 [==============================] - 1s - loss: 0.3326 - acc: 0.8626 Epoch 33/100 7200/7200 [==============================] - 1s - loss: 0.3327 - acc: 0.8624 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8639 Epoch 35/100 7200/7200 [==============================] - 1s - loss: 0.3319 - acc: 0.8608 Epoch 36/100 7200/7200 [==============================] - 1s - loss: 0.3325 - acc: 0.8622 Epoch 37/100 7200/7200 [==============================] - 1s - loss: 0.3317 - acc: 0.8635 Epoch 38/100 7200/7200 [==============================] - 1s - loss: 0.3315 - acc: 0.8632 Epoch 39/100 7200/7200 [==============================] - 1s - loss: 0.3321 - acc: 0.8637 Epoch 40/100 7200/7200 [==============================] - 1s - loss: 0.3319 - acc: 0.8621 Epoch 41/100 7200/7200 [==============================] - 1s - loss: 0.3316 - acc: 0.8631 Epoch 42/100 7200/7200 [==============================] - 1s - loss: 0.3314 - acc: 0.8637 Epoch 43/100 7200/7200 [==============================] - 1s - loss: 0.3313 - acc: 0.8635 Epoch 44/100 7200/7200 [==============================] - 1s - loss: 0.3314 - acc: 0.8622 Epoch 45/100 7200/7200 [==============================] - 1s - loss: 0.3312 - acc: 0.8646 Epoch 46/100 7200/7200 [==============================] - 1s - loss: 0.3315 - acc: 0.8640 Epoch 47/100 7200/7200 [==============================] - 1s - loss: 0.3311 - acc: 0.8639 Epoch 48/100 7200/7200 [==============================] - 1s - loss: 0.3306 - acc: 0.8625 Epoch 49/100 7200/7200 [==============================] - 1s - loss: 0.3308 - acc: 0.8651 Epoch 50/100 7200/7200 [==============================] - 1s - loss: 0.3311 - acc: 0.8632 Epoch 51/100 7200/7200 [==============================] - 1s - loss: 0.3304 - acc: 0.8633 Epoch 52/100 7200/7200 [==============================] - 1s - loss: 0.3305 - acc: 0.8646 Epoch 53/100 7200/7200 [==============================] - 1s - loss: 0.3307 - acc: 0.8639 Epoch 54/100 7200/7200 [==============================] - 1s - loss: 0.3305 - acc: 0.8633 Epoch 55/100 7200/7200 [==============================] - 1s - loss: 0.3301 - acc: 0.8622 Epoch 56/100 7200/7200 [==============================] - 1s - loss: 0.3306 - acc: 0.8635 Epoch 57/100 7200/7200 [==============================] - 1s - loss: 0.3301 - acc: 0.8626 Epoch 58/100 7200/7200 [==============================] - 1s - loss: 0.3302 - acc: 0.8625 Epoch 59/100 7200/7200 [==============================] - 1s - loss: 0.3303 - acc: 0.8639 Epoch 60/100 7200/7200 [==============================] - 1s - loss: 0.3303 - acc: 0.8650 Epoch 61/100 7200/7200 [==============================] - 1s - loss: 0.3301 - acc: 0.8642 Epoch 62/100 7200/7200 [==============================] - 1s - loss: 0.3305 - acc: 0.8654 Epoch 63/100 7200/7200 [==============================] - 1s - loss: 0.3302 - acc: 0.8619 Epoch 64/100 7200/7200 [==============================] - 1s - loss: 0.3304 - acc: 0.8650 Epoch 65/100 7200/7200 [==============================] - 1s - loss: 0.3298 - acc: 0.8653 Epoch 66/100 7200/7200 [==============================] - 1s - loss: 0.3298 - acc: 0.8657 Epoch 67/100 7200/7200 [==============================] - 1s - loss: 0.3299 - acc: 0.8651 Epoch 68/100 7200/7200 [==============================] - 1s - loss: 0.3298 - acc: 0.8649 Epoch 69/100 7200/7200 [==============================] - 1s - loss: 0.3297 - acc: 0.8649 Epoch 70/100 7200/7200 [==============================] - 1s - loss: 0.3294 - acc: 0.8654 Epoch 71/100 7200/7200 [==============================] - 1s - loss: 0.3302 - acc: 0.8632 Epoch 72/100 7200/7200 [==============================] - 1s - loss: 0.3297 - acc: 0.8626 Epoch 73/100 7200/7200 [==============================] - 1s - loss: 0.3293 - acc: 0.8639 Epoch 74/100 7200/7200 [==============================] - 1s - loss: 0.3298 - acc: 0.8639 Epoch 75/100 7200/7200 [==============================] - 1s - loss: 0.3294 - acc: 0.8664 Epoch 76/100 7200/7200 [==============================] - 1s - loss: 0.3297 - acc: 0.8654 Epoch 77/100 7200/7200 [==============================] - 1s - loss: 0.3295 - acc: 0.8650 Epoch 78/100 7200/7200 [==============================] - 1s - loss: 0.3294 - acc: 0.8649 Epoch 79/100 7200/7200 [==============================] - 1s - loss: 0.3299 - acc: 0.8644 Epoch 80/100 7200/7200 [==============================] - 1s - loss: 0.3291 - acc: 0.8674 Epoch 81/100 7200/7200 [==============================] - 1s - loss: 0.3291 - acc: 0.8660 Epoch 82/100 7200/7200 [==============================] - 1s - loss: 0.3300 - acc: 0.8657 Epoch 83/100 7200/7200 [==============================] - 1s - loss: 0.3288 - acc: 0.8639 Epoch 84/100 7200/7200 [==============================] - 1s - loss: 0.3290 - acc: 0.8667 Epoch 85/100 7200/7200 [==============================] - 1s - loss: 0.3294 - acc: 0.8653 Epoch 86/100 7200/7200 [==============================] - 1s - loss: 0.3281 - acc: 0.8667 Epoch 87/100 7200/7200 [==============================] - 1s - loss: 0.3293 - acc: 0.8669 Epoch 88/100 7200/7200 [==============================] - 1s - loss: 0.3288 - acc: 0.8665 Epoch 89/100 7200/7200 [==============================] - 1s - loss: 0.3288 - acc: 0.8657 Epoch 90/100 7200/7200 [==============================] - 1s - loss: 0.3288 - acc: 0.8642 Epoch 91/100 7200/7200 [==============================] - 1s - loss: 0.3289 - acc: 0.8657 Epoch 92/100 7200/7200 [==============================] - 1s - loss: 0.3291 - acc: 0.8646 Epoch 93/100 7200/7200 [==============================] - 1s - loss: 0.3292 - acc: 0.8642 Epoch 94/100 7200/7200 [==============================] - 1s - loss: 0.3290 - acc: 0.8662 Epoch 95/100 7200/7200 [==============================] - 1s - loss: 0.3290 - acc: 0.8660 Epoch 96/100 7200/7200 [==============================] - 1s - loss: 0.3286 - acc: 0.8671 Epoch 97/100 7200/7200 [==============================] - 1s - loss: 0.3288 - acc: 0.8668 Epoch 98/100 7200/7200 [==============================] - 1s - loss: 0.3290 - acc: 0.8686 Epoch 99/100 7200/7200 [==============================] - 1s - loss: 0.3291 - acc: 0.8675 Epoch 100/100 7200/7200 [==============================] - 1s - loss: 0.3285 - acc: 0.8661 10/800 [..............................] - ETA: 3sEpoch 1/100 7200/7200 [==============================] - 1s - loss: 0.4881 - acc: 0.7937 Epoch 2/100 7200/7200 [==============================] - 1s - loss: 0.4306 - acc: 0.7937 Epoch 3/100 7200/7200 [==============================] - 1s - loss: 0.4251 - acc: 0.8046 Epoch 4/100 7200/7200 [==============================] - 1s - loss: 0.4227 - acc: 0.8204 Epoch 5/100 7200/7200 [==============================] - 1s - loss: 0.4199 - acc: 0.8256 Epoch 6/100 7200/7200 [==============================] - 1s - loss: 0.4183 - acc: 0.8283 Epoch 7/100 7200/7200 [==============================] - 1s - loss: 0.4169 - acc: 0.8287 Epoch 8/100 7200/7200 [==============================] - 1s - loss: 0.4157 - acc: 0.8321 Epoch 9/100 7200/7200 [==============================] - 1s - loss: 0.4142 - acc: 0.8315 Epoch 10/100 7200/7200 [==============================] - 1s - loss: 0.4137 - acc: 0.8308 Epoch 11/100 7200/7200 [==============================] - 1s - loss: 0.4126 - acc: 0.8318 Epoch 12/100 7200/7200 [==============================] - 1s - loss: 0.4118 - acc: 0.8318 Epoch 13/100 7200/7200 [==============================] - 1s - loss: 0.4108 - acc: 0.8304 Epoch 14/100 7200/7200 [==============================] - 1s - loss: 0.4104 - acc: 0.8319 Epoch 15/100 7200/7200 [==============================] - 1s - loss: 0.4097 - acc: 0.8321 Epoch 16/100 7200/7200 [==============================] - 1s - loss: 0.4096 - acc: 0.8324 Epoch 17/100 7200/7200 [==============================] - 1s - loss: 0.4088 - acc: 0.8312 Epoch 18/100 7200/7200 [==============================] - 1s - loss: 0.4085 - acc: 0.8312 Epoch 19/100 7200/7200 [==============================] - 1s - loss: 0.4081 - acc: 0.8331 Epoch 20/100 7200/7200 [==============================] - 1s - loss: 0.4077 - acc: 0.8331 Epoch 21/100 7200/7200 [==============================] - 1s - loss: 0.4080 - acc: 0.8329 Epoch 22/100 7200/7200 [==============================] - 1s - loss: 0.4073 - acc: 0.8328 Epoch 23/100 7200/7200 [==============================] - 1s - loss: 0.4069 - acc: 0.8307 Epoch 24/100 7200/7200 [==============================] - 1s - loss: 0.4067 - acc: 0.8318 Epoch 25/100 7200/7200 [==============================] - 1s - loss: 0.4074 - acc: 0.8310 Epoch 26/100 7200/7200 [==============================] - 1s - loss: 0.4067 - acc: 0.8326 Epoch 27/100 7200/7200 [==============================] - 1s - loss: 0.4066 - acc: 0.8325 Epoch 28/100 7200/7200 [==============================] - 1s - loss: 0.4060 - acc: 0.8328 Epoch 29/100 7200/7200 [==============================] - 1s - loss: 0.4065 - acc: 0.8314 Epoch 30/100 7200/7200 [==============================] - 1s - loss: 0.4059 - acc: 0.8326 Epoch 31/100 7200/7200 [==============================] - 1s - loss: 0.4059 - acc: 0.8329 Epoch 32/100 7200/7200 [==============================] - 1s - loss: 0.4060 - acc: 0.8325 Epoch 33/100 7200/7200 [==============================] - 1s - loss: 0.4061 - acc: 0.8315 Epoch 34/100 7200/7200 [==============================] - 1s - loss: 0.4055 - acc: 0.8326 Epoch 35/100 7200/7200 [==============================] - 1s - loss: 0.4058 - acc: 0.8322 Epoch 36/100 7200/7200 [==============================] - 1s - loss: 0.4057 - acc: 0.8332 Epoch 37/100 7200/7200 [==============================] - 1s - loss: 0.4052 - acc: 0.8319 Epoch 38/100 7200/7200 [==============================] - 1s - loss: 0.4057 - acc: 0.8333 Epoch 39/100 7200/7200 [==============================] - 1s - loss: 0.4055 - acc: 0.8321 Epoch 40/100 7200/7200 [==============================] - 1s - loss: 0.4047 - acc: 0.8328 Epoch 41/100 7200/7200 [==============================] - 1s - loss: 0.4055 - acc: 0.8315 Epoch 42/100 7200/7200 [==============================] - 1s - loss: 0.4053 - acc: 0.8318 Epoch 43/100 7200/7200 [==============================] - 1s - loss: 0.4049 - acc: 0.8315 Epoch 44/100 7200/7200 [==============================] - 1s - loss: 0.4049 - acc: 0.8310 Epoch 45/100 7200/7200 [==============================] - 1s - loss: 0.4047 - acc: 0.8318 Epoch 46/100 7200/7200 [==============================] - 1s - loss: 0.4053 - acc: 0.8325 Epoch 47/100 7200/7200 [==============================] - 1s - loss: 0.4050 - acc: 0.8321 Epoch 48/100 7200/7200 [==============================] - 1s - loss: 0.4051 - acc: 0.8325 Epoch 49/100 7200/7200 [==============================] - 1s - loss: 0.4046 - acc: 0.8325 Epoch 50/100 7200/7200 [==============================] - 1s - loss: 0.4051 - acc: 0.8322 Epoch 51/100 7200/7200 [==============================] - 1s - loss: 0.4044 - acc: 0.8311 Epoch 52/100 7200/7200 [==============================] - 1s - loss: 0.4050 - acc: 0.8314 Epoch 53/100 7200/7200 [==============================] - 1s - loss: 0.4049 - acc: 0.8331 Epoch 54/100 7200/7200 [==============================] - 1s - loss: 0.4049 - acc: 0.8321 Epoch 55/100 7200/7200 [==============================] - 1s - loss: 0.4045 - acc: 0.8317 Epoch 56/100 7200/7200 [==============================] - 1s - loss: 0.4044 - acc: 0.8337 Epoch 57/100 7200/7200 [==============================] - 1s - loss: 0.4047 - acc: 0.8326 Epoch 58/100 7200/7200 [==============================] - 1s - loss: 0.4047 - acc: 0.8317 Epoch 59/100 7200/7200 [==============================] - 1s - loss: 0.4045 - acc: 0.8322 Epoch 60/100 7200/7200 [==============================] - 1s - loss: 0.4047 - acc: 0.8329 Epoch 61/100 7200/7200 [==============================] - 1s - loss: 0.4042 - acc: 0.8324 Epoch 62/100 7200/7200 [==============================] - 1s - loss: 0.4043 - acc: 0.8314 Epoch 63/100 7200/7200 [==============================] - 1s - loss: 0.4044 - acc: 0.8322 Epoch 64/100 7200/7200 [==============================] - 1s - loss: 0.4044 - acc: 0.8301 Epoch 65/100 7200/7200 [==============================] - 1s - loss: 0.4042 - acc: 0.8329 Epoch 66/100 7200/7200 [==============================] - ETA: 0s - loss: 0.4047 - acc: 0.832 - 1s - loss: 0.4050 - acc: 0.8333 Epoch 67/100 7200/7200 [==============================] - 1s - loss: 0.4044 - acc: 0.8318 Epoch 68/100 7200/7200 [==============================] - 1s - loss: 0.4045 - acc: 0.8326 Epoch 69/100 7200/7200 [==============================] - 1s - loss: 0.4046 - acc: 0.8326 Epoch 70/100 7200/7200 [==============================] - 1s - loss: 0.4040 - acc: 0.8315 Epoch 71/100 7200/7200 [==============================] - 1s - loss: 0.4041 - acc: 0.8322 Epoch 72/100 7200/7200 [==============================] - 1s - loss: 0.4045 - acc: 0.8346 Epoch 73/100 7200/7200 [==============================] - 1s - loss: 0.4043 - acc: 0.8314 Epoch 74/100 7200/7200 [==============================] - 1s - loss: 0.4044 - acc: 0.8300 Epoch 75/100 7200/7200 [==============================] - 1s - loss: 0.4039 - acc: 0.8321 Epoch 76/100 7200/7200 [==============================] - 1s - loss: 0.4041 - acc: 0.8321 Epoch 77/100 7200/7200 [==============================] - 1s - loss: 0.4040 - acc: 0.8326 Epoch 78/100 7200/7200 [==============================] - 1s - loss: 0.4042 - acc: 0.8322 Epoch 79/100 7200/7200 [==============================] - 1s - loss: 0.4040 - acc: 0.8324 Epoch 80/100 7200/7200 [==============================] - 1s - loss: 0.4040 - acc: 0.8326 Epoch 81/100 7200/7200 [==============================] - 1s - loss: 0.4042 - acc: 0.8349 Epoch 82/100 7200/7200 [==============================] - 1s - loss: 0.4044 - acc: 0.8304 Epoch 83/100 7200/7200 [==============================] - 1s - loss: 0.4039 - acc: 0.8312 Epoch 84/100 7200/7200 [==============================] - 1s - loss: 0.4040 - acc: 0.8332 Epoch 85/100 7200/7200 [==============================] - 1s - loss: 0.4031 - acc: 0.8308 Epoch 86/100 7200/7200 [==============================] - 1s - loss: 0.4035 - acc: 0.8324 Epoch 87/100 7200/7200 [==============================] - 1s - loss: 0.4041 - acc: 0.8340 Epoch 88/100 7200/7200 [==============================] - 1s - loss: 0.4042 - acc: 0.8319 Epoch 89/100 7200/7200 [==============================] - 1s - loss: 0.4039 - acc: 0.8329 Epoch 90/100 7200/7200 [==============================] - 1s - loss: 0.4043 - acc: 0.8315 Epoch 91/100 7200/7200 [==============================] - 1s - loss: 0.4044 - acc: 0.8317 Epoch 92/100 7200/7200 [==============================] - 1s - loss: 0.4040 - acc: 0.8310 Epoch 93/100 7200/7200 [==============================] - 1s - loss: 0.4041 - acc: 0.8331 Epoch 94/100 7200/7200 [==============================] - 1s - loss: 0.4035 - acc: 0.8317 Epoch 95/100 7200/7200 [==============================] - 1s - loss: 0.4039 - acc: 0.8340 Epoch 96/100 7200/7200 [==============================] - 1s - loss: 0.4044 - acc: 0.8329 Epoch 97/100 7200/7200 [==============================] - 1s - loss: 0.4038 - acc: 0.8315 Epoch 98/100 7200/7200 [==============================] - 1s - loss: 0.4041 - acc: 0.8322 Epoch 99/100 7200/7200 [==============================] - 1s - loss: 0.4042 - acc: 0.8325 Epoch 100/100 7200/7200 [==============================] - 1s - loss: 0.4039 - acc: 0.8308 740/800 [==========================>...] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 1s - loss: 0.4868 - acc: 0.7943 Epoch 2/100 7200/7200 [==============================] - 1s - loss: 0.4243 - acc: 0.7944 Epoch 3/100 7200/7200 [==============================] - 1s - loss: 0.4203 - acc: 0.8008 Epoch 4/100 7200/7200 [==============================] - 1s - loss: 0.4176 - acc: 0.8283 Epoch 5/100 7200/7200 [==============================] - 1s - loss: 0.4149 - acc: 0.8276 Epoch 6/100 7200/7200 [==============================] - 1s - loss: 0.4133 - acc: 0.8296 Epoch 7/100 7200/7200 [==============================] - 1s - loss: 0.4094 - acc: 0.8322 Epoch 8/100 7200/7200 [==============================] - 1s - loss: 0.4052 - acc: 0.8347 Epoch 9/100 7200/7200 [==============================] - 1s - loss: 0.3969 - acc: 0.8386 Epoch 10/100 7200/7200 [==============================] - 1s - loss: 0.3890 - acc: 0.8408 Epoch 11/100 7200/7200 [==============================] - 1s - loss: 0.3814 - acc: 0.8444 Epoch 12/100 7200/7200 [==============================] - 1s - loss: 0.3768 - acc: 0.8442 Epoch 13/100 7200/7200 [==============================] - 1s - loss: 0.3726 - acc: 0.8456 Epoch 14/100 7200/7200 [==============================] - 1s - loss: 0.3692 - acc: 0.8472 Epoch 15/100 7200/7200 [==============================] - 1s - loss: 0.3668 - acc: 0.8517 Epoch 16/100 7200/7200 [==============================] - 1s - loss: 0.3645 - acc: 0.8494 Epoch 17/100 7200/7200 [==============================] - 1s - loss: 0.3636 - acc: 0.8521 Epoch 18/100 7200/7200 [==============================] - 1s - loss: 0.3624 - acc: 0.8536 Epoch 19/100 7200/7200 [==============================] - 1s - loss: 0.3609 - acc: 0.8517 Epoch 20/100 7200/7200 [==============================] - 1s - loss: 0.3592 - acc: 0.8518 Epoch 21/100 7200/7200 [==============================] - 1s - loss: 0.3575 - acc: 0.8551 Epoch 22/100 7200/7200 [==============================] - 1s - loss: 0.3570 - acc: 0.8553 Epoch 23/100 7200/7200 [==============================] - 1s - loss: 0.3566 - acc: 0.8529 Epoch 24/100 7200/7200 [==============================] - 1s - loss: 0.3556 - acc: 0.8565 Epoch 25/100 7200/7200 [==============================] - 1s - loss: 0.3549 - acc: 0.8542 Epoch 26/100 7200/7200 [==============================] - 1s - loss: 0.3549 - acc: 0.8575 Epoch 27/100 7200/7200 [==============================] - 1s - loss: 0.3543 - acc: 0.8553 Epoch 28/100 7200/7200 [==============================] - 1s - loss: 0.3531 - acc: 0.8587 Epoch 29/100 7200/7200 [==============================] - 1s - loss: 0.3530 - acc: 0.8560 Epoch 30/100 7200/7200 [==============================] - 1s - loss: 0.3516 - acc: 0.8547 Epoch 31/100 7200/7200 [==============================] - 1s - loss: 0.3523 - acc: 0.8553 Epoch 32/100 7200/7200 [==============================] - 1s - loss: 0.3515 - acc: 0.8574 Epoch 33/100 7200/7200 [==============================] - 1s - loss: 0.3512 - acc: 0.8567 Epoch 34/100 7200/7200 [==============================] - 1s - loss: 0.3514 - acc: 0.8556 Epoch 35/100 7200/7200 [==============================] - 1s - loss: 0.3508 - acc: 0.8556 Epoch 36/100 7200/7200 [==============================] - 1s - loss: 0.3503 - acc: 0.8592 Epoch 37/100 7200/7200 [==============================] - 1s - loss: 0.3492 - acc: 0.8621 Epoch 38/100 7200/7200 [==============================] - 1s - loss: 0.3499 - acc: 0.8574 Epoch 39/100 7200/7200 [==============================] - 1s - loss: 0.3500 - acc: 0.8568 Epoch 40/100 7200/7200 [==============================] - 1s - loss: 0.3491 - acc: 0.8607 Epoch 41/100 7200/7200 [==============================] - 1s - loss: 0.3489 - acc: 0.8587 Epoch 42/100 7200/7200 [==============================] - 1s - loss: 0.3504 - acc: 0.8579 Epoch 43/100 7200/7200 [==============================] - 1s - loss: 0.3486 - acc: 0.8601 Epoch 44/100 7200/7200 [==============================] - 1s - loss: 0.3484 - acc: 0.8578 Epoch 45/100 7200/7200 [==============================] - 1s - loss: 0.3494 - acc: 0.8578 Epoch 46/100 7200/7200 [==============================] - 1s - loss: 0.3490 - acc: 0.8574 Epoch 47/100 7200/7200 [==============================] - 1s - loss: 0.3488 - acc: 0.8583 Epoch 48/100 7200/7200 [==============================] - 1s - loss: 0.3485 - acc: 0.8592 Epoch 49/100 7200/7200 [==============================] - 1s - loss: 0.3484 - acc: 0.8569 Epoch 50/100 7200/7200 [==============================] - 1s - loss: 0.3484 - acc: 0.8586 Epoch 51/100 7200/7200 [==============================] - 1s - loss: 0.3474 - acc: 0.8581 Epoch 52/100 7200/7200 [==============================] - 1s - loss: 0.3477 - acc: 0.8600 Epoch 53/100 7200/7200 [==============================] - 1s - loss: 0.3469 - acc: 0.8599 Epoch 54/100 7200/7200 [==============================] - 1s - loss: 0.3458 - acc: 0.8583 Epoch 55/100 7200/7200 [==============================] - 1s - loss: 0.3477 - acc: 0.8589 Epoch 56/100 7200/7200 [==============================] - 1s - loss: 0.3471 - acc: 0.8604 Epoch 57/100 7200/7200 [==============================] - 1s - loss: 0.3463 - acc: 0.8604 Epoch 58/100 7200/7200 [==============================] - 1s - loss: 0.3462 - acc: 0.8596 Epoch 59/100 7200/7200 [==============================] - 1s - loss: 0.3459 - acc: 0.8583 Epoch 60/100 7200/7200 [==============================] - 1s - loss: 0.3456 - acc: 0.8615 Epoch 61/100 7200/7200 [==============================] - 1s - loss: 0.3470 - acc: 0.8604 Epoch 62/100 7200/7200 [==============================] - 1s - loss: 0.3464 - acc: 0.8597 Epoch 63/100 7200/7200 [==============================] - 1s - loss: 0.3455 - acc: 0.8601 Epoch 64/100 7200/7200 [==============================] - 1s - loss: 0.3462 - acc: 0.8606 Epoch 65/100 7200/7200 [==============================] - 1s - loss: 0.3462 - acc: 0.8575 Epoch 66/100 7200/7200 [==============================] - 1s - loss: 0.3444 - acc: 0.8607 Epoch 67/100 7200/7200 [==============================] - 1s - loss: 0.3454 - acc: 0.8612 Epoch 68/100 7200/7200 [==============================] - 1s - loss: 0.3451 - acc: 0.8590 Epoch 69/100 7200/7200 [==============================] - 1s - loss: 0.3451 - acc: 0.8617 Epoch 70/100 7200/7200 [==============================] - 1s - loss: 0.3456 - acc: 0.8604 Epoch 71/100 7200/7200 [==============================] - 1s - loss: 0.3448 - acc: 0.8600 Epoch 72/100 7200/7200 [==============================] - 1s - loss: 0.3454 - acc: 0.8594 Epoch 73/100 7200/7200 [==============================] - 1s - loss: 0.3451 - acc: 0.8592 Epoch 74/100 7200/7200 [==============================] - 1s - loss: 0.3449 - acc: 0.8593 Epoch 75/100 7200/7200 [==============================] - 1s - loss: 0.3455 - acc: 0.8592 Epoch 76/100 7200/7200 [==============================] - 1s - loss: 0.3458 - acc: 0.8585 Epoch 77/100 7200/7200 [==============================] - 1s - loss: 0.3441 - acc: 0.8608 Epoch 78/100 7200/7200 [==============================] - 1s - loss: 0.3457 - acc: 0.8597 Epoch 79/100 7200/7200 [==============================] - 1s - loss: 0.3446 - acc: 0.8601 Epoch 80/100 7200/7200 [==============================] - 1s - loss: 0.3446 - acc: 0.8608 Epoch 81/100 7200/7200 [==============================] - 1s - loss: 0.3446 - acc: 0.8586 Epoch 82/100 7200/7200 [==============================] - 1s - loss: 0.3447 - acc: 0.8581 Epoch 83/100 7200/7200 [==============================] - 1s - loss: 0.3441 - acc: 0.8628 Epoch 84/100 7200/7200 [==============================] - 1s - loss: 0.3441 - acc: 0.8579 Epoch 85/100 7200/7200 [==============================] - 1s - loss: 0.3442 - acc: 0.8593 Epoch 86/100 7200/7200 [==============================] - 1s - loss: 0.3445 - acc: 0.8611 Epoch 87/100 7200/7200 [==============================] - 1s - loss: 0.3441 - acc: 0.8603 Epoch 88/100 7200/7200 [==============================] - 1s - loss: 0.3446 - acc: 0.8612 Epoch 89/100 7200/7200 [==============================] - 1s - loss: 0.3438 - acc: 0.8604 Epoch 90/100 7200/7200 [==============================] - 1s - loss: 0.3439 - acc: 0.8586 Epoch 91/100 7200/7200 [==============================] - 1s - loss: 0.3443 - acc: 0.8575 Epoch 92/100 7200/7200 [==============================] - 1s - loss: 0.3442 - acc: 0.8581 Epoch 93/100 7200/7200 [==============================] - 1s - loss: 0.3433 - acc: 0.8636 Epoch 94/100 7200/7200 [==============================] - 1s - loss: 0.3437 - acc: 0.8597 Epoch 95/100 7200/7200 [==============================] - 1s - loss: 0.3444 - acc: 0.8599 Epoch 96/100 7200/7200 [==============================] - 1s - loss: 0.3440 - acc: 0.8608 Epoch 97/100 7200/7200 [==============================] - 1s - loss: 0.3432 - acc: 0.8572 Epoch 98/100 7200/7200 [==============================] - 1s - loss: 0.3432 - acc: 0.8593 Epoch 99/100 7200/7200 [==============================] - 1s - loss: 0.3437 - acc: 0.8592 Epoch 100/100 7200/7200 [==============================] - 1s - loss: 0.3426 - acc: 0.8614 760/800 [===========================>..] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 1s - loss: 0.4958 - acc: 0.7962 Epoch 2/100 7200/7200 [==============================] - 1s - loss: 0.4257 - acc: 0.7969 Epoch 3/100 7200/7200 [==============================] - 1s - loss: 0.4189 - acc: 0.8131 Epoch 4/100 7200/7200 [==============================] - 1s - loss: 0.4139 - acc: 0.8304 Epoch 5/100 7200/7200 [==============================] - 1s - loss: 0.4096 - acc: 0.8325 Epoch 6/100 7200/7200 [==============================] - 1s - loss: 0.4068 - acc: 0.8343 Epoch 7/100 7200/7200 [==============================] - 1s - loss: 0.4057 - acc: 0.8337 Epoch 8/100 7200/7200 [==============================] - 1s - loss: 0.4042 - acc: 0.8343 Epoch 9/100 7200/7200 [==============================] - 1s - loss: 0.4032 - acc: 0.8344 Epoch 10/100 7200/7200 [==============================] - 1s - loss: 0.4023 - acc: 0.8360 Epoch 11/100 7200/7200 [==============================] - 1s - loss: 0.4016 - acc: 0.8340 Epoch 12/100 7200/7200 [==============================] - 1s - loss: 0.4007 - acc: 0.8349 Epoch 13/100 7200/7200 [==============================] - 1s - loss: 0.4002 - acc: 0.8340 Epoch 14/100 7200/7200 [==============================] - 1s - loss: 0.3997 - acc: 0.8343 Epoch 15/100 7200/7200 [==============================] - 1s - loss: 0.3992 - acc: 0.8342 Epoch 16/100 7200/7200 [==============================] - 1s - loss: 0.3996 - acc: 0.8349 Epoch 17/100 7200/7200 [==============================] - 1s - loss: 0.3988 - acc: 0.8328 Epoch 18/100 7200/7200 [==============================] - 1s - loss: 0.3985 - acc: 0.8342 Epoch 19/100 7200/7200 [==============================] - 1s - loss: 0.3982 - acc: 0.8336 Epoch 20/100 7200/7200 [==============================] - 1s - loss: 0.3976 - acc: 0.8346 Epoch 21/100 7200/7200 [==============================] - 1s - loss: 0.3982 - acc: 0.8343 Epoch 22/100 7200/7200 [==============================] - 1s - loss: 0.3971 - acc: 0.8346 Epoch 23/100 7200/7200 [==============================] - 1s - loss: 0.3973 - acc: 0.8343 Epoch 24/100 7200/7200 [==============================] - 1s - loss: 0.3971 - acc: 0.8324 Epoch 25/100 7200/7200 [==============================] - 1s - loss: 0.3968 - acc: 0.8350 Epoch 26/100 7200/7200 [==============================] - 1s - loss: 0.3965 - acc: 0.8332 Epoch 27/100 7200/7200 [==============================] - 1s - loss: 0.3964 - acc: 0.8339 Epoch 28/100 7200/7200 [==============================] - 1s - loss: 0.3963 - acc: 0.8353 Epoch 29/100 7200/7200 [==============================] - 1s - loss: 0.3960 - acc: 0.8354 Epoch 30/100 7200/7200 [==============================] - 1s - loss: 0.3962 - acc: 0.8354 Epoch 31/100 7200/7200 [==============================] - 1s - loss: 0.3966 - acc: 0.8354 Epoch 32/100 7200/7200 [==============================] - 1s - loss: 0.3953 - acc: 0.8357 Epoch 33/100 7200/7200 [==============================] - 1s - loss: 0.3959 - acc: 0.8354 Epoch 34/100 7200/7200 [==============================] - 1s - loss: 0.3952 - acc: 0.8358 Epoch 35/100 7200/7200 [==============================] - 1s - loss: 0.3952 - acc: 0.8371 Epoch 36/100 7200/7200 [==============================] - 1s - loss: 0.3954 - acc: 0.8343 Epoch 37/100 7200/7200 [==============================] - 1s - loss: 0.3952 - acc: 0.8350 Epoch 38/100 7200/7200 [==============================] - 1s - loss: 0.3945 - acc: 0.8379 Epoch 39/100 7200/7200 [==============================] - 1s - loss: 0.3950 - acc: 0.8356 Epoch 40/100 7200/7200 [==============================] - 1s - loss: 0.3950 - acc: 0.8357 Epoch 41/100 7200/7200 [==============================] - 1s - loss: 0.3947 - acc: 0.8351 Epoch 42/100 7200/7200 [==============================] - 1s - loss: 0.3943 - acc: 0.8364 Epoch 43/100 7200/7200 [==============================] - 1s - loss: 0.3939 - acc: 0.8353 Epoch 44/100 7200/7200 [==============================] - 1s - loss: 0.3937 - acc: 0.8347 Epoch 45/100 7200/7200 [==============================] - 1s - loss: 0.3921 - acc: 0.8372 Epoch 46/100 7200/7200 [==============================] - 1s - loss: 0.3913 - acc: 0.8367 Epoch 47/100 7200/7200 [==============================] - 1s - loss: 0.3894 - acc: 0.8387 Epoch 48/100 7200/7200 [==============================] - 1s - loss: 0.3876 - acc: 0.8379 Epoch 49/100 7200/7200 [==============================] - 1s - loss: 0.3861 - acc: 0.8367 Epoch 50/100 7200/7200 [==============================] - 1s - loss: 0.3848 - acc: 0.8376 Epoch 51/100 7200/7200 [==============================] - 1s - loss: 0.3819 - acc: 0.8371 Epoch 52/100 7200/7200 [==============================] - 1s - loss: 0.3803 - acc: 0.8367 Epoch 53/100 7200/7200 [==============================] - 1s - loss: 0.3786 - acc: 0.8381 Epoch 54/100 7200/7200 [==============================] - 1s - loss: 0.3773 - acc: 0.8356 Epoch 55/100 7200/7200 [==============================] - 1s - loss: 0.3759 - acc: 0.8378 Epoch 56/100 7200/7200 [==============================] - 1s - loss: 0.3753 - acc: 0.8356 Epoch 57/100 7200/7200 [==============================] - 1s - loss: 0.3740 - acc: 0.8356 Epoch 58/100 7200/7200 [==============================] - 1s - loss: 0.3731 - acc: 0.8360 Epoch 59/100 7200/7200 [==============================] - 1s - loss: 0.3726 - acc: 0.8371 Epoch 60/100 7200/7200 [==============================] - 1s - loss: 0.3719 - acc: 0.8343 Epoch 61/100 7200/7200 [==============================] - 1s - loss: 0.3702 - acc: 0.8379 Epoch 62/100 7200/7200 [==============================] - 1s - loss: 0.3694 - acc: 0.8378 Epoch 63/100 7200/7200 [==============================] - 1s - loss: 0.3681 - acc: 0.8381 Epoch 64/100 7200/7200 [==============================] - 1s - loss: 0.3671 - acc: 0.8449 Epoch 65/100 7200/7200 [==============================] - 1s - loss: 0.3658 - acc: 0.8439 Epoch 66/100 7200/7200 [==============================] - 1s - loss: 0.3643 - acc: 0.8458 Epoch 67/100 7200/7200 [==============================] - 1s - loss: 0.3634 - acc: 0.8496 Epoch 68/100 7200/7200 [==============================] - 1s - loss: 0.3620 - acc: 0.8487 Epoch 69/100 7200/7200 [==============================] - 1s - loss: 0.3605 - acc: 0.8528 Epoch 70/100 7200/7200 [==============================] - 1s - loss: 0.3606 - acc: 0.8504 Epoch 71/100 7200/7200 [==============================] - 1s - loss: 0.3591 - acc: 0.8501 Epoch 72/100 7200/7200 [==============================] - 1s - loss: 0.3584 - acc: 0.8526 Epoch 73/100 7200/7200 [==============================] - 1s - loss: 0.3593 - acc: 0.8535 Epoch 74/100 7200/7200 [==============================] - 1s - loss: 0.3582 - acc: 0.8511 Epoch 75/100 7200/7200 [==============================] - 1s - loss: 0.3576 - acc: 0.8533 Epoch 76/100 7200/7200 [==============================] - 1s - loss: 0.3577 - acc: 0.8532 Epoch 77/100 7200/7200 [==============================] - 1s - loss: 0.3564 - acc: 0.8539 Epoch 78/100 7200/7200 [==============================] - 1s - loss: 0.3565 - acc: 0.8554 Epoch 79/100 7200/7200 [==============================] - 1s - loss: 0.3557 - acc: 0.8546 Epoch 80/100 7200/7200 [==============================] - 1s - loss: 0.3554 - acc: 0.8562 Epoch 81/100 7200/7200 [==============================] - 1s - loss: 0.3545 - acc: 0.8542 Epoch 82/100 7200/7200 [==============================] - 1s - loss: 0.3546 - acc: 0.8546 Epoch 83/100 7200/7200 [==============================] - 1s - loss: 0.3530 - acc: 0.8565 Epoch 84/100 7200/7200 [==============================] - 1s - loss: 0.3525 - acc: 0.8575 Epoch 85/100 7200/7200 [==============================] - 1s - loss: 0.3525 - acc: 0.8579 Epoch 86/100 7200/7200 [==============================] - 1s - loss: 0.3521 - acc: 0.8565 Epoch 87/100 7200/7200 [==============================] - 1s - loss: 0.3515 - acc: 0.8556 Epoch 88/100 7200/7200 [==============================] - 1s - loss: 0.3515 - acc: 0.8557 Epoch 89/100 7200/7200 [==============================] - 1s - loss: 0.3507 - acc: 0.8575 Epoch 90/100 7200/7200 [==============================] - 1s - loss: 0.3499 - acc: 0.8587 Epoch 91/100 7200/7200 [==============================] - 1s - loss: 0.3492 - acc: 0.8575 Epoch 92/100 7200/7200 [==============================] - 1s - loss: 0.3488 - acc: 0.8599 Epoch 93/100 7200/7200 [==============================] - 1s - loss: 0.3483 - acc: 0.8593 Epoch 94/100 7200/7200 [==============================] - 1s - loss: 0.3476 - acc: 0.8581 Epoch 95/100 7200/7200 [==============================] - 1s - loss: 0.3472 - acc: 0.8565 Epoch 96/100 7200/7200 [==============================] - 1s - loss: 0.3468 - acc: 0.8599 Epoch 97/100 7200/7200 [==============================] - 1s - loss: 0.3458 - acc: 0.8583 Epoch 98/100 7200/7200 [==============================] - 1s - loss: 0.3460 - acc: 0.8575 Epoch 99/100 7200/7200 [==============================] - 1s - loss: 0.3457 - acc: 0.8597 Epoch 100/100 7200/7200 [==============================] - 1s - loss: 0.3445 - acc: 0.8607 690/800 [========================>.....] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 1s - loss: 0.4867 - acc: 0.7958 Epoch 2/100 7200/7200 [==============================] - 1s - loss: 0.4217 - acc: 0.8026 Epoch 3/100 7200/7200 [==============================] - 1s - loss: 0.4136 - acc: 0.8296 Epoch 4/100 7200/7200 [==============================] - 1s - loss: 0.4091 - acc: 0.8324 Epoch 5/100 7200/7200 [==============================] - 1s - loss: 0.4057 - acc: 0.8360 Epoch 6/100 7200/7200 [==============================] - 1s - loss: 0.4036 - acc: 0.8354 Epoch 7/100 7200/7200 [==============================] - 1s - loss: 0.4024 - acc: 0.8349 Epoch 8/100 7200/7200 [==============================] - 1s - loss: 0.4000 - acc: 0.8367 Epoch 9/100 7200/7200 [==============================] - 1s - loss: 0.4006 - acc: 0.8365 Epoch 10/100 7200/7200 [==============================] - 1s - loss: 0.3990 - acc: 0.8356 Epoch 11/100 7200/7200 [==============================] - 1s - loss: 0.3988 - acc: 0.8361 Epoch 12/100 7200/7200 [==============================] - 1s - loss: 0.3982 - acc: 0.8349 Epoch 13/100 7200/7200 [==============================] - 1s - loss: 0.3980 - acc: 0.8361 Epoch 14/100 7200/7200 [==============================] - 1s - loss: 0.3973 - acc: 0.8357 Epoch 15/100 7200/7200 [==============================] - 1s - loss: 0.3962 - acc: 0.8364 Epoch 16/100 7200/7200 [==============================] - 1s - loss: 0.3965 - acc: 0.8362 Epoch 17/100 7200/7200 [==============================] - 1s - loss: 0.3967 - acc: 0.8371 Epoch 18/100 7200/7200 [==============================] - 1s - loss: 0.3968 - acc: 0.8365 Epoch 19/100 7200/7200 [==============================] - 1s - loss: 0.3961 - acc: 0.8367 Epoch 20/100 7200/7200 [==============================] - 1s - loss: 0.3965 - acc: 0.8369 Epoch 21/100 7200/7200 [==============================] - 1s - loss: 0.3962 - acc: 0.8360 Epoch 22/100 7200/7200 [==============================] - 1s - loss: 0.3951 - acc: 0.8349 Epoch 23/100 7200/7200 [==============================] - 1s - loss: 0.3958 - acc: 0.8362 Epoch 24/100 7200/7200 [==============================] - 1s - loss: 0.3957 - acc: 0.8361 Epoch 25/100 7200/7200 [==============================] - 1s - loss: 0.3948 - acc: 0.8364 Epoch 26/100 7200/7200 [==============================] - 1s - loss: 0.3947 - acc: 0.8364 Epoch 27/100 7200/7200 [==============================] - 1s - loss: 0.3944 - acc: 0.8386 Epoch 28/100 7200/7200 [==============================] - 1s - loss: 0.3943 - acc: 0.8342 Epoch 29/100 7200/7200 [==============================] - 1s - loss: 0.3947 - acc: 0.8361 Epoch 30/100 7200/7200 [==============================] - 1s - loss: 0.3944 - acc: 0.8381 Epoch 31/100 7200/7200 [==============================] - 1s - loss: 0.3944 - acc: 0.8368 Epoch 32/100 7200/7200 [==============================] - 1s - loss: 0.3939 - acc: 0.8382 Epoch 33/100 7200/7200 [==============================] - 1s - loss: 0.3936 - acc: 0.8371 Epoch 34/100 7200/7200 [==============================] - 1s - loss: 0.3939 - acc: 0.8378 Epoch 35/100 7200/7200 [==============================] - 1s - loss: 0.3935 - acc: 0.8381 Epoch 36/100 7200/7200 [==============================] - 1s - loss: 0.3940 - acc: 0.8400 Epoch 37/100 7200/7200 [==============================] - 1s - loss: 0.3936 - acc: 0.8375 Epoch 38/100 7200/7200 [==============================] - 1s - loss: 0.3933 - acc: 0.8356 Epoch 39/100 7200/7200 [==============================] - 1s - loss: 0.3933 - acc: 0.8382 Epoch 40/100 7200/7200 [==============================] - 1s - loss: 0.3928 - acc: 0.8390 Epoch 41/100 7200/7200 [==============================] - 1s - loss: 0.3937 - acc: 0.8383 Epoch 42/100 7200/7200 [==============================] - 1s - loss: 0.3930 - acc: 0.8376 Epoch 43/100 7200/7200 [==============================] - 1s - loss: 0.3926 - acc: 0.8376 Epoch 44/100 7200/7200 [==============================] - 1s - loss: 0.3931 - acc: 0.8382 Epoch 45/100 7200/7200 [==============================] - 1s - loss: 0.3930 - acc: 0.8367 Epoch 46/100 7200/7200 [==============================] - 1s - loss: 0.3918 - acc: 0.8360 Epoch 47/100 7200/7200 [==============================] - 1s - loss: 0.3936 - acc: 0.8389 Epoch 48/100 7200/7200 [==============================] - 1s - loss: 0.3928 - acc: 0.8386 Epoch 49/100 7200/7200 [==============================] - 1s - loss: 0.3924 - acc: 0.8400 Epoch 50/100 7200/7200 [==============================] - 1s - loss: 0.3932 - acc: 0.8375 Epoch 51/100 7200/7200 [==============================] - 1s - loss: 0.3929 - acc: 0.8372 Epoch 52/100 7200/7200 [==============================] - 1s - loss: 0.3928 - acc: 0.8386 Epoch 53/100 7200/7200 [==============================] - 1s - loss: 0.3927 - acc: 0.8368 Epoch 54/100 7200/7200 [==============================] - 1s - loss: 0.3927 - acc: 0.8375 Epoch 55/100 7200/7200 [==============================] - 1s - loss: 0.3927 - acc: 0.8387 Epoch 56/100 7200/7200 [==============================] - 1s - loss: 0.3926 - acc: 0.8371 Epoch 57/100 7200/7200 [==============================] - 1s - loss: 0.3923 - acc: 0.8386 Epoch 58/100 7200/7200 [==============================] - 1s - loss: 0.3920 - acc: 0.8357 Epoch 59/100 7200/7200 [==============================] - 1s - loss: 0.3923 - acc: 0.8372 Epoch 60/100 7200/7200 [==============================] - 1s - loss: 0.3920 - acc: 0.8389 Epoch 61/100 7200/7200 [==============================] - 1s - loss: 0.3922 - acc: 0.8375 Epoch 62/100 7200/7200 [==============================] - 1s - loss: 0.3917 - acc: 0.8382 Epoch 63/100 7200/7200 [==============================] - 1s - loss: 0.3919 - acc: 0.8375 Epoch 64/100 7200/7200 [==============================] - 1s - loss: 0.3918 - acc: 0.8375 Epoch 65/100 7200/7200 [==============================] - 1s - loss: 0.3920 - acc: 0.8357 Epoch 66/100 7200/7200 [==============================] - 1s - loss: 0.3915 - acc: 0.8368 Epoch 67/100 7200/7200 [==============================] - 1s - loss: 0.3916 - acc: 0.8393 Epoch 68/100 7200/7200 [==============================] - 1s - loss: 0.3915 - acc: 0.8382 Epoch 69/100 7200/7200 [==============================] - 1s - loss: 0.3914 - acc: 0.8379 Epoch 70/100 7200/7200 [==============================] - 1s - loss: 0.3913 - acc: 0.8393 Epoch 71/100 7200/7200 [==============================] - 1s - loss: 0.3912 - acc: 0.8387 Epoch 72/100 7200/7200 [==============================] - 1s - loss: 0.3904 - acc: 0.8374 Epoch 73/100 7200/7200 [==============================] - 1s - loss: 0.3902 - acc: 0.8393 Epoch 74/100 7200/7200 [==============================] - 1s - loss: 0.3894 - acc: 0.8378 Epoch 75/100 7200/7200 [==============================] - 1s - loss: 0.3899 - acc: 0.8387 Epoch 76/100 7200/7200 [==============================] - 1s - loss: 0.3897 - acc: 0.8392 Epoch 77/100 7200/7200 [==============================] - 1s - loss: 0.3884 - acc: 0.8396 Epoch 78/100 7200/7200 [==============================] - 1s - loss: 0.3874 - acc: 0.8389 Epoch 79/100 7200/7200 [==============================] - 1s - loss: 0.3871 - acc: 0.8401 Epoch 80/100 7200/7200 [==============================] - 1s - loss: 0.3849 - acc: 0.8399 Epoch 81/100 7200/7200 [==============================] - 1s - loss: 0.3833 - acc: 0.8392 Epoch 82/100 7200/7200 [==============================] - 1s - loss: 0.3795 - acc: 0.8417 Epoch 83/100 7200/7200 [==============================] - 1s - loss: 0.3771 - acc: 0.8411 Epoch 84/100 7200/7200 [==============================] - 1s - loss: 0.3731 - acc: 0.8431 Epoch 85/100 7200/7200 [==============================] - 1s - loss: 0.3695 - acc: 0.8464 Epoch 86/100 7200/7200 [==============================] - 1s - loss: 0.3665 - acc: 0.8478 Epoch 87/100 7200/7200 [==============================] - 1s - loss: 0.3636 - acc: 0.8496 Epoch 88/100 7200/7200 [==============================] - 1s - loss: 0.3616 - acc: 0.8499 Epoch 89/100 7200/7200 [==============================] - 1s - loss: 0.3601 - acc: 0.8521 Epoch 90/100 7200/7200 [==============================] - 1s - loss: 0.3575 - acc: 0.8531 Epoch 91/100 7200/7200 [==============================] - 1s - loss: 0.3561 - acc: 0.8557 Epoch 92/100 7200/7200 [==============================] - 1s - loss: 0.3538 - acc: 0.8581 Epoch 93/100 7200/7200 [==============================] - 1s - loss: 0.3519 - acc: 0.8608 Epoch 94/100 7200/7200 [==============================] - 1s - loss: 0.3506 - acc: 0.8589 Epoch 95/100 7200/7200 [==============================] - 1s - loss: 0.3498 - acc: 0.8585 Epoch 96/100 7200/7200 [==============================] - 1s - loss: 0.3494 - acc: 0.8608 Epoch 97/100 7200/7200 [==============================] - 1s - loss: 0.3487 - acc: 0.8594 Epoch 98/100 7200/7200 [==============================] - 1s - loss: 0.3477 - acc: 0.8622 Epoch 99/100 7200/7200 [==============================] - 1s - loss: 0.3478 - acc: 0.8600 Epoch 100/100 7200/7200 [==============================] - 1s - loss: 0.3467 - acc: 0.8603 740/800 [==========================>...] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 1s - loss: 0.4892 - acc: 0.7954 Epoch 2/100 7200/7200 [==============================] - 1s - loss: 0.4221 - acc: 0.7957 Epoch 3/100 7200/7200 [==============================] - 1s - loss: 0.4182 - acc: 0.7957 Epoch 4/100 7200/7200 [==============================] - 1s - loss: 0.4154 - acc: 0.8283 Epoch 5/100 7200/7200 [==============================] - 1s - loss: 0.4130 - acc: 0.8301 Epoch 6/100 7200/7200 [==============================] - 1s - loss: 0.4111 - acc: 0.8318 Epoch 7/100 7200/7200 [==============================] - 1s - loss: 0.4096 - acc: 0.8335 Epoch 8/100 7200/7200 [==============================] - 1s - loss: 0.4087 - acc: 0.8339 Epoch 9/100 7200/7200 [==============================] - 1s - loss: 0.4076 - acc: 0.8360 Epoch 10/100 7200/7200 [==============================] - 1s - loss: 0.4067 - acc: 0.8349 Epoch 11/100 7200/7200 [==============================] - 1s - loss: 0.4058 - acc: 0.8365 Epoch 12/100 7200/7200 [==============================] - 1s - loss: 0.4051 - acc: 0.8365 Epoch 13/100 7200/7200 [==============================] - 1s - loss: 0.4041 - acc: 0.8358 Epoch 14/100 7200/7200 [==============================] - 1s - loss: 0.4030 - acc: 0.8365 Epoch 15/100 7200/7200 [==============================] - 1s - loss: 0.4016 - acc: 0.8386 Epoch 16/100 7200/7200 [==============================] - 1s - loss: 0.3984 - acc: 0.8383 Epoch 17/100 7200/7200 [==============================] - 1s - loss: 0.3946 - acc: 0.8387 Epoch 18/100 7200/7200 [==============================] - 1s - loss: 0.3878 - acc: 0.8400 Epoch 19/100 7200/7200 [==============================] - 1s - loss: 0.3810 - acc: 0.8421 Epoch 20/100 7200/7200 [==============================] - 1s - loss: 0.3758 - acc: 0.8451 Epoch 21/100 7200/7200 [==============================] - 1s - loss: 0.3713 - acc: 0.8462 Epoch 22/100 7200/7200 [==============================] - 1s - loss: 0.3679 - acc: 0.8487 Epoch 23/100 7200/7200 [==============================] - 1s - loss: 0.3642 - acc: 0.8501 Epoch 24/100 7200/7200 [==============================] - ETA: 0s - loss: 0.3598 - acc: 0.853 - 1s - loss: 0.3625 - acc: 0.8519 Epoch 25/100 7200/7200 [==============================] - 1s - loss: 0.3602 - acc: 0.8522 Epoch 26/100 7200/7200 [==============================] - 1s - loss: 0.3588 - acc: 0.8556 Epoch 27/100 7200/7200 [==============================] - 1s - loss: 0.3573 - acc: 0.8564 Epoch 28/100 7200/7200 [==============================] - 1s - loss: 0.3561 - acc: 0.8560 Epoch 29/100 7200/7200 [==============================] - 1s - loss: 0.3527 - acc: 0.8586 Epoch 30/100 7200/7200 [==============================] - 1s - loss: 0.3522 - acc: 0.8589 Epoch 31/100 7200/7200 [==============================] - 1s - loss: 0.3507 - acc: 0.8579 Epoch 32/100 7200/7200 [==============================] - 1s - loss: 0.3501 - acc: 0.8589 Epoch 33/100 7200/7200 [==============================] - 1s - loss: 0.3489 - acc: 0.8582 Epoch 34/100 7200/7200 [==============================] - 1s - loss: 0.3485 - acc: 0.8583 Epoch 35/100 7200/7200 [==============================] - 1s - loss: 0.3476 - acc: 0.8600 Epoch 36/100 7200/7200 [==============================] - 1s - loss: 0.3472 - acc: 0.8606 Epoch 37/100 7200/7200 [==============================] - 1s - loss: 0.3464 - acc: 0.8593 Epoch 38/100 7200/7200 [==============================] - 1s - loss: 0.3456 - acc: 0.8604 Epoch 39/100 7200/7200 [==============================] - 1s - loss: 0.3461 - acc: 0.8617 Epoch 40/100 7200/7200 [==============================] - 1s - loss: 0.3449 - acc: 0.8610 Epoch 41/100 7200/7200 [==============================] - 1s - loss: 0.3449 - acc: 0.8603 Epoch 42/100 7200/7200 [==============================] - 1s - loss: 0.3445 - acc: 0.8615 Epoch 43/100 7200/7200 [==============================] - 1s - loss: 0.3437 - acc: 0.8600 Epoch 44/100 7200/7200 [==============================] - 1s - loss: 0.3435 - acc: 0.8612 Epoch 45/100 7200/7200 [==============================] - 1s - loss: 0.3436 - acc: 0.8607 Epoch 46/100 7200/7200 [==============================] - 1s - loss: 0.3424 - acc: 0.8617 Epoch 47/100 7200/7200 [==============================] - 1s - loss: 0.3428 - acc: 0.8608 Epoch 48/100 7200/7200 [==============================] - 1s - loss: 0.3424 - acc: 0.8606 Epoch 49/100 7200/7200 [==============================] - 1s - loss: 0.3419 - acc: 0.8599 Epoch 50/100 7200/7200 [==============================] - 1s - loss: 0.3415 - acc: 0.8621 Epoch 51/100 7200/7200 [==============================] - 1s - loss: 0.3408 - acc: 0.8615 Epoch 52/100 7200/7200 [==============================] - 1s - loss: 0.3407 - acc: 0.8610 Epoch 53/100 7200/7200 [==============================] - 1s - loss: 0.3406 - acc: 0.8622 Epoch 54/100 7200/7200 [==============================] - 1s - loss: 0.3405 - acc: 0.8615 Epoch 55/100 7200/7200 [==============================] - 1s - loss: 0.3402 - acc: 0.8612 Epoch 56/100 7200/7200 [==============================] - 1s - loss: 0.3401 - acc: 0.8631 Epoch 57/100 7200/7200 [==============================] - 1s - loss: 0.3400 - acc: 0.8601 Epoch 58/100 7200/7200 [==============================] - 1s - loss: 0.3394 - acc: 0.8618 Epoch 59/100 7200/7200 [==============================] - 1s - loss: 0.3385 - acc: 0.8612 Epoch 60/100 7200/7200 [==============================] - 1s - loss: 0.3396 - acc: 0.8631 Epoch 61/100 7200/7200 [==============================] - 1s - loss: 0.3390 - acc: 0.8615 Epoch 62/100 7200/7200 [==============================] - 1s - loss: 0.3392 - acc: 0.8617 Epoch 63/100 7200/7200 [==============================] - 1s - loss: 0.3388 - acc: 0.8636 Epoch 64/100 7200/7200 [==============================] - 1s - loss: 0.3380 - acc: 0.8628 Epoch 65/100 7200/7200 [==============================] - 1s - loss: 0.3387 - acc: 0.8614 Epoch 66/100 7200/7200 [==============================] - 1s - loss: 0.3382 - acc: 0.8618 Epoch 67/100 7200/7200 [==============================] - 1s - loss: 0.3385 - acc: 0.8628 Epoch 68/100 7200/7200 [==============================] - 1s - loss: 0.3383 - acc: 0.8629 Epoch 69/100 7200/7200 [==============================] - 1s - loss: 0.3384 - acc: 0.8608 Epoch 70/100 7200/7200 [==============================] - 1s - loss: 0.3382 - acc: 0.8614 Epoch 71/100 7200/7200 [==============================] - 1s - loss: 0.3384 - acc: 0.8629 Epoch 72/100 7200/7200 [==============================] - 1s - loss: 0.3376 - acc: 0.8617 Epoch 73/100 7200/7200 [==============================] - 1s - loss: 0.3373 - acc: 0.8626 Epoch 74/100 7200/7200 [==============================] - 1s - loss: 0.3382 - acc: 0.8619 Epoch 75/100 7200/7200 [==============================] - 1s - loss: 0.3372 - acc: 0.8629 Epoch 76/100 7200/7200 [==============================] - 1s - loss: 0.3381 - acc: 0.8618 Epoch 77/100 7200/7200 [==============================] - 1s - loss: 0.3367 - acc: 0.8643 Epoch 78/100 7200/7200 [==============================] - 1s - loss: 0.3373 - acc: 0.8612 Epoch 79/100 7200/7200 [==============================] - 1s - loss: 0.3362 - acc: 0.8635 Epoch 80/100 7200/7200 [==============================] - 1s - loss: 0.3375 - acc: 0.8614 Epoch 81/100 7200/7200 [==============================] - 1s - loss: 0.3377 - acc: 0.8621 Epoch 82/100 7200/7200 [==============================] - 1s - loss: 0.3371 - acc: 0.8633 Epoch 83/100 7200/7200 [==============================] - 1s - loss: 0.3367 - acc: 0.8619 Epoch 84/100 7200/7200 [==============================] - 1s - loss: 0.3370 - acc: 0.8631 Epoch 85/100 7200/7200 [==============================] - 1s - loss: 0.3377 - acc: 0.8624 Epoch 86/100 7200/7200 [==============================] - 1s - loss: 0.3372 - acc: 0.8601 Epoch 87/100 7200/7200 [==============================] - 1s - loss: 0.3359 - acc: 0.8626 Epoch 88/100 7200/7200 [==============================] - 1s - loss: 0.3372 - acc: 0.8635 Epoch 89/100 7200/7200 [==============================] - 1s - loss: 0.3365 - acc: 0.8614 Epoch 90/100 7200/7200 [==============================] - 1s - loss: 0.3372 - acc: 0.8631 Epoch 91/100 7200/7200 [==============================] - 1s - loss: 0.3367 - acc: 0.8622 Epoch 92/100 7200/7200 [==============================] - 1s - loss: 0.3362 - acc: 0.8604 Epoch 93/100 7200/7200 [==============================] - 1s - loss: 0.3369 - acc: 0.8621 Epoch 94/100 7200/7200 [==============================] - 1s - loss: 0.3363 - acc: 0.8624 Epoch 95/100 7200/7200 [==============================] - 1s - loss: 0.3370 - acc: 0.8614 Epoch 96/100 7200/7200 [==============================] - 1s - loss: 0.3363 - acc: 0.8618 Epoch 97/100 7200/7200 [==============================] - 1s - loss: 0.3364 - acc: 0.8625 Epoch 98/100 7200/7200 [==============================] - 1s - loss: 0.3371 - acc: 0.8628 Epoch 99/100 7200/7200 [==============================] - 1s - loss: 0.3363 - acc: 0.8640 Epoch 100/100 7200/7200 [==============================] - 1s - loss: 0.3371 - acc: 0.8632 750/800 [===========================>..] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 1s - loss: 0.4798 - acc: 0.7961 Epoch 2/100 7200/7200 [==============================] - 1s - loss: 0.4295 - acc: 0.7961 Epoch 3/100 7200/7200 [==============================] - 1s - loss: 0.4241 - acc: 0.7961 Epoch 4/100 7200/7200 [==============================] - 1s - loss: 0.4198 - acc: 0.8214 Epoch 5/100 7200/7200 [==============================] - 1s - loss: 0.4182 - acc: 0.8265 Epoch 6/100 7200/7200 [==============================] - 1s - loss: 0.4161 - acc: 0.8296 Epoch 7/100 7200/7200 [==============================] - 1s - loss: 0.4152 - acc: 0.8303 Epoch 8/100 7200/7200 [==============================] - 1s - loss: 0.4143 - acc: 0.8317 Epoch 9/100 7200/7200 [==============================] - 1s - loss: 0.4131 - acc: 0.8326 Epoch 10/100 7200/7200 [==============================] - 1s - loss: 0.4127 - acc: 0.8324 Epoch 11/100 7200/7200 [==============================] - 1s - loss: 0.4112 - acc: 0.8332 Epoch 12/100 7200/7200 [==============================] - 1s - loss: 0.4113 - acc: 0.8343 Epoch 13/100 7200/7200 [==============================] - 1s - loss: 0.4105 - acc: 0.8342 Epoch 14/100 7200/7200 [==============================] - 1s - loss: 0.4101 - acc: 0.8339 Epoch 15/100 7200/7200 [==============================] - 1s - loss: 0.4093 - acc: 0.8331 Epoch 16/100 7200/7200 [==============================] - 1s - loss: 0.4094 - acc: 0.8339 Epoch 17/100 7200/7200 [==============================] - 1s - loss: 0.4091 - acc: 0.8343 Epoch 18/100 7200/7200 [==============================] - 1s - loss: 0.4085 - acc: 0.8337 Epoch 19/100 7200/7200 [==============================] - 1s - loss: 0.4083 - acc: 0.8342 Epoch 20/100 7200/7200 [==============================] - 1s - loss: 0.4074 - acc: 0.8351 Epoch 21/100 7200/7200 [==============================] - 1s - loss: 0.4077 - acc: 0.8350 Epoch 22/100 7200/7200 [==============================] - 1s - loss: 0.4072 - acc: 0.8356 Epoch 23/100 7200/7200 [==============================] - 1s - loss: 0.4069 - acc: 0.8337 Epoch 24/100 7200/7200 [==============================] - 1s - loss: 0.4066 - acc: 0.8344 Epoch 25/100 7200/7200 [==============================] - 1s - loss: 0.4066 - acc: 0.8333 Epoch 26/100 7200/7200 [==============================] - 1s - loss: 0.4065 - acc: 0.8340 Epoch 27/100 7200/7200 [==============================] - 1s - loss: 0.4064 - acc: 0.8337 Epoch 28/100 7200/7200 [==============================] - 1s - loss: 0.4064 - acc: 0.8332 Epoch 29/100 7200/7200 [==============================] - 1s - loss: 0.4059 - acc: 0.8340 Epoch 30/100 7200/7200 [==============================] - 1s - loss: 0.4062 - acc: 0.8336 Epoch 31/100 7200/7200 [==============================] - 1s - loss: 0.4054 - acc: 0.8351 Epoch 32/100 7200/7200 [==============================] - 1s - loss: 0.4056 - acc: 0.8358 Epoch 33/100 7200/7200 [==============================] - 1s - loss: 0.4052 - acc: 0.8342 Epoch 34/100 7200/7200 [==============================] - 1s - loss: 0.4053 - acc: 0.8346 Epoch 35/100 7200/7200 [==============================] - 1s - loss: 0.4053 - acc: 0.8350 Epoch 36/100 7200/7200 [==============================] - 1s - loss: 0.4048 - acc: 0.8349 Epoch 37/100 7200/7200 [==============================] - 1s - loss: 0.4049 - acc: 0.8339 Epoch 38/100 7200/7200 [==============================] - 1s - loss: 0.4054 - acc: 0.8339 Epoch 39/100 7200/7200 [==============================] - 1s - loss: 0.4049 - acc: 0.8342 Epoch 40/100 7200/7200 [==============================] - 1s - loss: 0.4054 - acc: 0.8343 Epoch 41/100 7200/7200 [==============================] - 1s - loss: 0.4052 - acc: 0.8347 Epoch 42/100 7200/7200 [==============================] - 1s - loss: 0.4045 - acc: 0.8353 Epoch 43/100 7200/7200 [==============================] - 1s - loss: 0.4046 - acc: 0.8361 Epoch 44/100 7200/7200 [==============================] - 1s - loss: 0.4051 - acc: 0.8346 Epoch 45/100 7200/7200 [==============================] - 1s - loss: 0.4043 - acc: 0.8342 Epoch 46/100 7200/7200 [==============================] - 1s - loss: 0.4046 - acc: 0.8343 Epoch 47/100 7200/7200 [==============================] - 1s - loss: 0.4047 - acc: 0.8333 Epoch 48/100 7200/7200 [==============================] - 1s - loss: 0.4046 - acc: 0.8332 Epoch 49/100 7200/7200 [==============================] - 1s - loss: 0.4043 - acc: 0.8356 Epoch 50/100 7200/7200 [==============================] - 1s - loss: 0.4040 - acc: 0.8329 Epoch 51/100 7200/7200 [==============================] - 1s - loss: 0.4041 - acc: 0.8353 Epoch 52/100 7200/7200 [==============================] - 1s - loss: 0.4043 - acc: 0.8339 Epoch 53/100 7200/7200 [==============================] - 1s - loss: 0.4037 - acc: 0.8337 Epoch 54/100 7200/7200 [==============================] - 1s - loss: 0.4044 - acc: 0.8342 Epoch 55/100 7200/7200 [==============================] - 1s - loss: 0.4043 - acc: 0.8350 Epoch 56/100 7200/7200 [==============================] - 1s - loss: 0.4035 - acc: 0.8362 Epoch 57/100 7200/7200 [==============================] - 1s - loss: 0.4033 - acc: 0.8350 Epoch 58/100 7200/7200 [==============================] - 1s - loss: 0.4043 - acc: 0.8339 Epoch 59/100 7200/7200 [==============================] - 1s - loss: 0.4036 - acc: 0.8347 Epoch 60/100 7200/7200 [==============================] - 1s - loss: 0.4038 - acc: 0.8343 Epoch 61/100 7200/7200 [==============================] - 1s - loss: 0.4033 - acc: 0.8337 Epoch 62/100 7200/7200 [==============================] - 1s - loss: 0.4032 - acc: 0.8347 Epoch 63/100 7200/7200 [==============================] - 1s - loss: 0.4038 - acc: 0.8353 Epoch 64/100 7200/7200 [==============================] - 1s - loss: 0.4034 - acc: 0.8350 Epoch 65/100 7200/7200 [==============================] - 1s - loss: 0.4036 - acc: 0.8343 Epoch 66/100 7200/7200 [==============================] - 1s - loss: 0.4039 - acc: 0.8349 Epoch 67/100 7200/7200 [==============================] - 1s - loss: 0.4037 - acc: 0.8354 Epoch 68/100 7200/7200 [==============================] - 1s - loss: 0.4040 - acc: 0.8336 Epoch 69/100 7200/7200 [==============================] - 1s - loss: 0.4034 - acc: 0.8343 Epoch 70/100 7200/7200 [==============================] - 1s - loss: 0.4036 - acc: 0.8356 Epoch 71/100 7200/7200 [==============================] - 1s - loss: 0.4034 - acc: 0.8335 Epoch 72/100 7200/7200 [==============================] - 1s - loss: 0.4034 - acc: 0.8337 Epoch 73/100 7200/7200 [==============================] - 1s - loss: 0.4033 - acc: 0.8333 Epoch 74/100 7200/7200 [==============================] - 1s - loss: 0.4037 - acc: 0.8343 Epoch 75/100 7200/7200 [==============================] - 1s - loss: 0.4028 - acc: 0.8354 Epoch 76/100 7200/7200 [==============================] - 1s - loss: 0.4028 - acc: 0.8353 Epoch 77/100 7200/7200 [==============================] - 1s - loss: 0.4033 - acc: 0.8353 Epoch 78/100 7200/7200 [==============================] - 1s - loss: 0.4031 - acc: 0.8337 Epoch 79/100 7200/7200 [==============================] - 1s - loss: 0.4034 - acc: 0.8342 Epoch 80/100 7200/7200 [==============================] - 1s - loss: 0.4028 - acc: 0.8346 Epoch 81/100 7200/7200 [==============================] - 1s - loss: 0.4034 - acc: 0.8343 Epoch 82/100 7200/7200 [==============================] - 1s - loss: 0.4033 - acc: 0.8343 Epoch 83/100 7200/7200 [==============================] - 1s - loss: 0.4032 - acc: 0.8353 Epoch 84/100 7200/7200 [==============================] - 1s - loss: 0.4022 - acc: 0.8337 Epoch 85/100 7200/7200 [==============================] - 1s - loss: 0.4033 - acc: 0.8347 Epoch 86/100 7200/7200 [==============================] - 1s - loss: 0.4031 - acc: 0.8329 Epoch 87/100 7200/7200 [==============================] - 1s - loss: 0.4032 - acc: 0.8342 Epoch 88/100 7200/7200 [==============================] - 1s - loss: 0.4030 - acc: 0.8349 Epoch 89/100 7200/7200 [==============================] - 1s - loss: 0.4033 - acc: 0.8333 Epoch 90/100 7200/7200 [==============================] - 1s - loss: 0.4031 - acc: 0.8336 Epoch 91/100 7200/7200 [==============================] - 1s - loss: 0.4028 - acc: 0.8332 Epoch 92/100 7200/7200 [==============================] - 1s - loss: 0.4030 - acc: 0.8353 Epoch 93/100 7200/7200 [==============================] - 1s - loss: 0.4026 - acc: 0.8347 - ETA: 1s - loss Epoch 94/100 7200/7200 [==============================] - 1s - loss: 0.4026 - acc: 0.8351 Epoch 95/100 7200/7200 [==============================] - 1s - loss: 0.4027 - acc: 0.8335 Epoch 96/100 7200/7200 [==============================] - 1s - loss: 0.4032 - acc: 0.8347 Epoch 97/100 7200/7200 [==============================] - 1s - loss: 0.4028 - acc: 0.8347 Epoch 98/100 7200/7200 [==============================] - 1s - loss: 0.4026 - acc: 0.8339 Epoch 99/100 7200/7200 [==============================] - 1s - loss: 0.4031 - acc: 0.8335 Epoch 100/100 7200/7200 [==============================] - 1s - loss: 0.4030 - acc: 0.8361 730/800 [==========================>...] - ETA: 0s
mean = accuracies.mean()
variance = accuracies.std()
print(mean)
print(variance)
0.845624994598 0.00934160696796
# Doğruluk artırma
# Dropout Regularization: Overfitting i azaltmak için
# Tuning
from keras.wrappers.scikit_learn import KerasClassifier
from sklearn.model_selection import GridSearchCV
def build_classifier(optimizer):
classifier = Sequential()
classifier.add(Dense(units = 6, kernel_initializer = 'uniform', activation = 'relu', input_dim = 11))
classifier.add(Dense(units = 6, kernel_initializer = 'uniform', activation = 'relu'))
classifier.add(Dense(units = 1, kernel_initializer = 'uniform', activation = 'sigmoid'))
classifier.compile(optimizer = optimizer, loss = 'binary_crossentropy', metrics = ['accuracy'])
return classifier
classifier = KerasClassifier(build_fn = build_classifier)
parameters = {'batch_size': [25, 32],
'epochs': [100,300],
'optimizer': ['adam', 'rmsprop']}
grid_search = GridSearchCV(estimator = classifier,
param_grid = parameters,
scoring = 'accuracy',
cv = 10)
grid_search = grid_search.fit(X_train, y_train)
Epoch 1/100 7200/7200 [==============================] - 0s - loss: 0.5791 - acc: 0.7946 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4332 - acc: 0.8007 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4083 - acc: 0.8117 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.3894 - acc: 0.8193 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.3737 - acc: 0.8444 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.3629 - acc: 0.8543 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.3554 - acc: 0.8557 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.3508 - acc: 0.8578 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.3479 - acc: 0.8607 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.3464 - acc: 0.8600 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8601 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8601 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8596 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8614 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8604 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8610 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8612 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8614 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8615 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8622 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8615 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8607 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8597 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8618 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8601 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8596 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8612 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8625 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8631 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8635 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8629 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8624 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8615 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8622 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8631 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8622 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8629 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8622 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8624 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8628 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8635 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8626 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8615 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8631 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8621 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.3353 - acc: 0.8629 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8618 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.3351 - acc: 0.8611 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.3345 - acc: 0.8633 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.3351 - acc: 0.8629 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.3346 - acc: 0.8628 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8612 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8619 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.3346 - acc: 0.8644 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.3346 - acc: 0.8649 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.3343 - acc: 0.8618 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8625 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.3343 - acc: 0.8639 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8637 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.3341 - acc: 0.8639 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8631 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.3344 - acc: 0.8625 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8635 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.3341 - acc: 0.8650 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.3344 - acc: 0.8624 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.3341 - acc: 0.8636 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8646 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8635 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8626 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8642 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.3344 - acc: 0.8642 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.3343 - acc: 0.8629 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8635 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.3331 - acc: 0.8625 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.3341 - acc: 0.8628 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8646 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8628 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8644 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3333 - acc: 0.8631 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3336 - acc: 0.8628 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8621 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.3333 - acc: 0.8629 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3331 - acc: 0.8621 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3336 - acc: 0.8651 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3331 - acc: 0.8628 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8642 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3341 - acc: 0.8631 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3330 - acc: 0.8629 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3341 - acc: 0.8640 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8647 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3331 - acc: 0.8639 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3333 - acc: 0.8633 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8650 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8653 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8629 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8619 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8640 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8622 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3331 - acc: 0.8635 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8636 5425/7200 [=====================>........] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 0s - loss: 0.5779 - acc: 0.7943 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4295 - acc: 0.7967 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4239 - acc: 0.7967 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4205 - acc: 0.7967 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4166 - acc: 0.7967 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4114 - acc: 0.7967 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4058 - acc: 0.8168 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8285 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8300 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.3906 - acc: 0.8299 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.3865 - acc: 0.8310 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.3828 - acc: 0.8308 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.3794 - acc: 0.8392 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.3765 - acc: 0.8464 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.3742 - acc: 0.8447 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.3716 - acc: 0.8481 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.3699 - acc: 0.8465 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.3679 - acc: 0.8507 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.3658 - acc: 0.8517 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.3636 - acc: 0.8542 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.3641 - acc: 0.8506 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.3627 - acc: 0.8521 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.3616 - acc: 0.8550 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.3610 - acc: 0.8551 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.3599 - acc: 0.8558 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.3595 - acc: 0.8540 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.3584 - acc: 0.8565 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.3581 - acc: 0.8560 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.3569 - acc: 0.8561 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.3564 - acc: 0.8558 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.3559 - acc: 0.8558 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.3548 - acc: 0.8576 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.3542 - acc: 0.8564 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.3539 - acc: 0.8576 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.3528 - acc: 0.8581 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.3524 - acc: 0.8581 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.3526 - acc: 0.8569 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.3520 - acc: 0.8589 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.3512 - acc: 0.8603 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.3501 - acc: 0.8597 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.3506 - acc: 0.8592 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.3493 - acc: 0.8590 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.3503 - acc: 0.8567 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.3492 - acc: 0.8617 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.3486 - acc: 0.8585 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.3482 - acc: 0.8610 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.3487 - acc: 0.8594 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.3481 - acc: 0.8579 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.3468 - acc: 0.8604 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.3481 - acc: 0.8600 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.3472 - acc: 0.8608 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.3477 - acc: 0.8608 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.3476 - acc: 0.8596 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.3465 - acc: 0.8615 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.3469 - acc: 0.8615 - ETA: 0s - loss: 0.3205 - acc Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.3471 - acc: 0.8622 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.3468 - acc: 0.8603 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.3466 - acc: 0.8604 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.3466 - acc: 0.8618 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.3462 - acc: 0.8596 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.3463 - acc: 0.8614 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.3459 - acc: 0.8590 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.3462 - acc: 0.8596 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.3457 - acc: 0.8615 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.3464 - acc: 0.8581 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8629 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.3462 - acc: 0.8618 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8614 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.3453 - acc: 0.8603 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.3455 - acc: 0.8608 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.3457 - acc: 0.8594 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.3458 - acc: 0.8608 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8606 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8617 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8601 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8617 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.3458 - acc: 0.8596 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8624 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3447 - acc: 0.8607 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8603 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8594 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.3447 - acc: 0.8604 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3455 - acc: 0.8612 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8606 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8593 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8608 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8608 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8608 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8601 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8581 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3445 - acc: 0.8617 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8632 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3447 - acc: 0.8610 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3445 - acc: 0.8617 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8594 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8596 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3441 - acc: 0.8614 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8621 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3444 - acc: 0.8611 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8617 5425/7200 [=====================>........] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 0s - loss: 0.5639 - acc: 0.7953 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4371 - acc: 0.7956 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4289 - acc: 0.7956 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4241 - acc: 0.7956 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4190 - acc: 0.8214 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4148 - acc: 0.8318 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4114 - acc: 0.8340 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4093 - acc: 0.8347 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.4073 - acc: 0.8344 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.4054 - acc: 0.8350 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.8333 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8358 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8340 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8347 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8343 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8337 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8350 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8344 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8357 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8347 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8364 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8357 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8357 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8353 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8361 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8358 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8360 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8369 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8368 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8375 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8358 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8371 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8358 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8358 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8353 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8374 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8367 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8358 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8372 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8369 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8365 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8365 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8368 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8361 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8365 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8365 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8364 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8362 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8369 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8343 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8361 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8357 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8360 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8357 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8365 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8365 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8357 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8378 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8357 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8367 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8374 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8374 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8383 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.3915 - acc: 0.8385 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8385 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.3911 - acc: 0.8386 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8389 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.3896 - acc: 0.8401 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.3894 - acc: 0.8378 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.3889 - acc: 0.8410 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.3882 - acc: 0.8415 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.3870 - acc: 0.8392 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.3864 - acc: 0.8406 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.3847 - acc: 0.8397 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.3840 - acc: 0.8403 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3838 - acc: 0.8415 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.3821 - acc: 0.8397 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3810 - acc: 0.8415 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3791 - acc: 0.8406 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3778 - acc: 0.8417 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3768 - acc: 0.8414 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.3764 - acc: 0.8394 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3743 - acc: 0.8426 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3727 - acc: 0.8421 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3713 - acc: 0.8457 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3692 - acc: 0.8449 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3668 - acc: 0.8471 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3650 - acc: 0.8462 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3623 - acc: 0.8472 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3619 - acc: 0.8499 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3598 - acc: 0.8493 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3582 - acc: 0.8496 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3567 - acc: 0.8524 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3556 - acc: 0.8533 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3550 - acc: 0.8551 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3542 - acc: 0.8558 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3537 - acc: 0.8544 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3531 - acc: 0.8558 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3532 - acc: 0.8560 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3518 - acc: 0.8567 5275/7200 [====================>.........] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 0s - loss: 0.5623 - acc: 0.7967 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4330 - acc: 0.7975 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4276 - acc: 0.7975 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4241 - acc: 0.7975 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4210 - acc: 0.7975 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4181 - acc: 0.7975 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4159 - acc: 0.8085 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4143 - acc: 0.8231 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.4132 - acc: 0.8260 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.4120 - acc: 0.8276 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.4109 - acc: 0.8293 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.4104 - acc: 0.8329 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.4096 - acc: 0.8319 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.4087 - acc: 0.8343 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.4083 - acc: 0.8336 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.4076 - acc: 0.8353 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.4069 - acc: 0.8356 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.4063 - acc: 0.8364 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.4057 - acc: 0.8356 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.4053 - acc: 0.8364 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.4049 - acc: 0.8367 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8378 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.4039 - acc: 0.8362 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8372 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8347 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8358 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8368 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8354 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8364 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8361 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8365 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8368 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8365 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8365 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8362 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8362 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8353 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8357 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8356 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8364 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8350 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8360 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8357 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8354 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8356 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8358 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8354 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8358 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8347 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8360 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8367 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8360 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8353 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8349 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8357 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8362 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8362 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8360 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8357 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8357 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8365 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8356 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8353 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8360 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8349 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8364 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8358 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8368 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8351 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8344 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8349 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8360 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8361 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8349 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8356 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8350 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8360 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8350 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8347 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8361 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8365 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8358 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8356 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8365 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8349 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8365 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8357 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8351 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8357 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8356 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8357 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8356 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8367 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8362 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8356 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8356 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8347 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8361 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8356 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8362 5575/7200 [======================>.......] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 0s - loss: 0.5611 - acc: 0.7940 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4379 - acc: 0.7938 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4325 - acc: 0.7937 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4286 - acc: 0.7938 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4254 - acc: 0.7937 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4233 - acc: 0.7969 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4217 - acc: 0.8204 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4204 - acc: 0.8228 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.4189 - acc: 0.8253 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.4178 - acc: 0.8260 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.4171 - acc: 0.8268 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.4160 - acc: 0.8282 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.4151 - acc: 0.8283 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.4142 - acc: 0.8306 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.4133 - acc: 0.8297 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.4128 - acc: 0.8304 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.4121 - acc: 0.8319 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.4117 - acc: 0.8317 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.4111 - acc: 0.8326 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.4103 - acc: 0.8322 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.4103 - acc: 0.8321 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.4098 - acc: 0.8326 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.4094 - acc: 0.8328 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.4088 - acc: 0.8337 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.4087 - acc: 0.8336 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.4085 - acc: 0.8336 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.4080 - acc: 0.8332 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.4078 - acc: 0.8329 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.4078 - acc: 0.8322 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.4073 - acc: 0.8342 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.4071 - acc: 0.8324 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.4071 - acc: 0.8322 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.4067 - acc: 0.8333 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.4063 - acc: 0.8343 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.4066 - acc: 0.8318 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.4064 - acc: 0.8322 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.4062 - acc: 0.8337 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.4059 - acc: 0.8337 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.4058 - acc: 0.8321 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.4058 - acc: 0.8333 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.4052 - acc: 0.8319 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.4052 - acc: 0.8333 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.4054 - acc: 0.8332 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.4050 - acc: 0.8333 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.4050 - acc: 0.8318 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.4048 - acc: 0.8331 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.4046 - acc: 0.8333 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.4048 - acc: 0.8329 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.4047 - acc: 0.8332 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.4043 - acc: 0.8339 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.4043 - acc: 0.8332 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8324 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8339 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8331 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8336 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8318 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.8318 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8337 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8312 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8325 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.4040 - acc: 0.8335 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8319 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8315 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8317 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8326 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8331 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8339 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8328 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8329 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8329 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8314 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8337 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8329 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8339 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8342 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8331 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8333 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8326 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8325 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8332 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8314 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8340 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8336 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8335 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8328 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8310 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8331 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8331 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8342 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8328 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8317 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8340 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8314 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8328 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8324 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8350 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8325 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8346 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8312 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8336 5050/7200 [====================>.........] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 0s - loss: 0.5614 - acc: 0.7929 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4291 - acc: 0.7964 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4155 - acc: 0.8182 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4071 - acc: 0.8233 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8261 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8281 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.3908 - acc: 0.8272 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.3860 - acc: 0.8279 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.3832 - acc: 0.8310 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.3797 - acc: 0.8314 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.3774 - acc: 0.8301 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.3742 - acc: 0.8396 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.3722 - acc: 0.8450 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.3699 - acc: 0.8461 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.3676 - acc: 0.8494 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.3657 - acc: 0.8481 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.3647 - acc: 0.8514 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.3627 - acc: 0.8510 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.3625 - acc: 0.8519 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.3600 - acc: 0.8524 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.3591 - acc: 0.8524 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.3575 - acc: 0.8556 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.3558 - acc: 0.8549 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.3554 - acc: 0.8571 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.3547 - acc: 0.8560 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.3536 - acc: 0.8574 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.3548 - acc: 0.8575 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.3532 - acc: 0.8564 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.3517 - acc: 0.8568 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.3524 - acc: 0.8567 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.3525 - acc: 0.8557 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.3511 - acc: 0.8564 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.3512 - acc: 0.8557 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.3500 - acc: 0.8587 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.3502 - acc: 0.8569 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.3492 - acc: 0.8601 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.3484 - acc: 0.8572 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.3490 - acc: 0.8579 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.3474 - acc: 0.8585 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.3482 - acc: 0.8587 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.3482 - acc: 0.8597 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.3474 - acc: 0.8582 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.3476 - acc: 0.8576 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.3468 - acc: 0.8585 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.3467 - acc: 0.8579 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.3470 - acc: 0.8572 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.3463 - acc: 0.8599 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.3466 - acc: 0.8583 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8592 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8587 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.3459 - acc: 0.8572 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8601 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.3445 - acc: 0.8585 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.3439 - acc: 0.8612 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8618 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8596 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8600 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8615 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.3425 - acc: 0.8606 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8599 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8617 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8617 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8619 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8594 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8632 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8608 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8611 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8629 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8587 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8615 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8608 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8597 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8611 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8603 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8617 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8592 - ETA: 0s - loss: 0.3285 - acc: Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8612 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8601 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8611 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8601 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8614 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8604 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8592 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8611 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8635 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8633 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8610 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8624 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8583 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8618 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8603 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8611 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8617 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8600 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8607 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8619 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8603 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8592 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3377 - acc: 0.8619 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8615 4775/7200 [==================>...........] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 0s - loss: 0.5790 - acc: 0.7944 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4314 - acc: 0.8014 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4151 - acc: 0.8219 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4067 - acc: 0.8267 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8256 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8264 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.3899 - acc: 0.8269 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.3855 - acc: 0.8286 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.3815 - acc: 0.8289 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.3783 - acc: 0.8322 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.3747 - acc: 0.8307 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.3725 - acc: 0.8379 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.3702 - acc: 0.8461 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.3680 - acc: 0.8485 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.3664 - acc: 0.8503 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.3641 - acc: 0.8517 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.3622 - acc: 0.8508 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.3612 - acc: 0.8522 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.3599 - acc: 0.8531 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.3585 - acc: 0.8539 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.3567 - acc: 0.8556 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.3568 - acc: 0.8537 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.3543 - acc: 0.8560 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.3539 - acc: 0.8537 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.3523 - acc: 0.8575 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.3515 - acc: 0.8537 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.3506 - acc: 0.8556 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.3494 - acc: 0.8567 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.3487 - acc: 0.8574 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.3485 - acc: 0.8578 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.3471 - acc: 0.8571 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.3467 - acc: 0.8561 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.3459 - acc: 0.8551 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.3465 - acc: 0.8565 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.3455 - acc: 0.8579 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8586 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8590 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.3447 - acc: 0.8583 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.3441 - acc: 0.8592 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8558 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8582 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8585 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8587 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.3422 - acc: 0.8589 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8583 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.3425 - acc: 0.8589 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8600 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8585 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.3423 - acc: 0.8586 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8578 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8593 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8582 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8583 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8576 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8601 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8596 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8589 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8578 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8600 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8592 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8600 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8601 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8596 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8593 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8571 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8599 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8611 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8599 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8594 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8601 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8594 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8603 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8600 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8593 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8603 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8601 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8587 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8586 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8590 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8612 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8597 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8601 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8621 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8599 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8585 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8593 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8604 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8621 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8604 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8619 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8601 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8619 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8601 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8608 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8606 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8621 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8600 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8622 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8597 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3347 - acc: 0.8632 4825/7200 [===================>..........] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 0s - loss: 0.5856 - acc: 0.7931 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4315 - acc: 0.8011 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4151 - acc: 0.8196 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4053 - acc: 0.8267 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8294 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8332 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.3851 - acc: 0.8322 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.3810 - acc: 0.8342 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.3777 - acc: 0.8332 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.3745 - acc: 0.8368 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.3722 - acc: 0.8412 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.3697 - acc: 0.8436 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.3677 - acc: 0.8479 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.3659 - acc: 0.8481 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.3637 - acc: 0.8507 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.3629 - acc: 0.8506 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.3606 - acc: 0.8528 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.3595 - acc: 0.8521 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.3588 - acc: 0.8514 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.3572 - acc: 0.8533 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.3558 - acc: 0.8560 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.3555 - acc: 0.8519 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.3538 - acc: 0.8551 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.3531 - acc: 0.8574 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.3524 - acc: 0.8567 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.3520 - acc: 0.8556 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.3512 - acc: 0.8585 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.3505 - acc: 0.8569 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.3496 - acc: 0.8561 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.3502 - acc: 0.8554 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.3495 - acc: 0.8550 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.3484 - acc: 0.8575 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.3486 - acc: 0.8585 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.3484 - acc: 0.8565 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.3479 - acc: 0.8574 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.3476 - acc: 0.8586 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.3464 - acc: 0.8564 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.3465 - acc: 0.8575 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.3459 - acc: 0.8583 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.3461 - acc: 0.8582 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.3461 - acc: 0.8581 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8611 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.3455 - acc: 0.8589 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8565 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.3454 - acc: 0.8561 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8574 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.3455 - acc: 0.8568 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.3439 - acc: 0.8603 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8600 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8589 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8575 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8599 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8603 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.3441 - acc: 0.8565 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8586 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8581 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8601 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.3426 - acc: 0.8606 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8601 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8601 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.3423 - acc: 0.8583 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8610 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.3423 - acc: 0.8567 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8604 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8606 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.3414 - acc: 0.8583 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8607 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8608 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8608 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8610 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8610 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8600 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8589 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8618 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8601 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8614 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8618 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8604 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8618 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8603 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8617 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8607 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8624 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8608 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8619 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8606 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8618 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8600 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8621 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8636 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8611 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8619 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8624 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8637 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3353 - acc: 0.8653 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8625 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8639 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8639 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8621 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3351 - acc: 0.8658 5100/7200 [====================>.........] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 0s - loss: 0.5517 - acc: 0.7953 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4347 - acc: 0.7957 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4291 - acc: 0.7957 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4269 - acc: 0.7957 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4254 - acc: 0.7957 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4233 - acc: 0.7957 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4206 - acc: 0.7958 - ETA: 0s - loss: 0.4218 - ac Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4184 - acc: 0.8156 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.4164 - acc: 0.8233 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.4146 - acc: 0.8256 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.4131 - acc: 0.8292 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.4122 - acc: 0.8296 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.4109 - acc: 0.8307 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.4098 - acc: 0.8322 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.4092 - acc: 0.8335 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.4081 - acc: 0.8340 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.4072 - acc: 0.8347 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.4064 - acc: 0.8353 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.4058 - acc: 0.8360 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.4049 - acc: 0.8349 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.4047 - acc: 0.8357 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8362 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.4036 - acc: 0.8347 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8351 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8356 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8362 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8350 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8375 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8357 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8371 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8358 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8367 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8379 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8379 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8368 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8369 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8369 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8358 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8372 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8372 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8376 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8358 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8372 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8376 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8369 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8368 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8367 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8372 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8361 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8358 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8365 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8364 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8358 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8369 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8368 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8382 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8367 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8381 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8381 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8372 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8369 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8365 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8372 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8368 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8369 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8374 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8371 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8369 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8378 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8369 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8369 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8379 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8379 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8365 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8376 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8368 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8361 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8378 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8369 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8375 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8376 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8379 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8376 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8374 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8362 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8358 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8375 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8378 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8378 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8375 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8379 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8368 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8371 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8374 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8357 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8372 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8379 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8358 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8382 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8369 5050/7200 [====================>.........] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 0s - loss: 0.5504 - acc: 0.7954 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4365 - acc: 0.7961 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4306 - acc: 0.7961 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4277 - acc: 0.7961 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4242 - acc: 0.7961 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4219 - acc: 0.7978 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4205 - acc: 0.8179 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4195 - acc: 0.8218 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.4181 - acc: 0.8244 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.4173 - acc: 0.8262 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.4160 - acc: 0.8267 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.4156 - acc: 0.8286 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.4144 - acc: 0.8308 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.4138 - acc: 0.8306 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.4132 - acc: 0.8303 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.4126 - acc: 0.8315 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.4116 - acc: 0.8303 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.4110 - acc: 0.8299 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.4109 - acc: 0.8315 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.4101 - acc: 0.8326 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.4096 - acc: 0.8325 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.4094 - acc: 0.8317 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.4089 - acc: 0.8324 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.4085 - acc: 0.8319 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.4081 - acc: 0.8329 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.4077 - acc: 0.8322 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.4072 - acc: 0.8319 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.4075 - acc: 0.8336 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.4068 - acc: 0.8326 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.4068 - acc: 0.8329 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.4064 - acc: 0.8317 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.4066 - acc: 0.8326 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.4062 - acc: 0.8317 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.4058 - acc: 0.8335 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.4058 - acc: 0.8337 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.4058 - acc: 0.8333 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.4059 - acc: 0.8324 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.4052 - acc: 0.8322 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.4054 - acc: 0.8332 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.4051 - acc: 0.8339 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.4048 - acc: 0.8349 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.4050 - acc: 0.8339 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.4049 - acc: 0.8325 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.4048 - acc: 0.8342 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.4047 - acc: 0.8342 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.4046 - acc: 0.8342 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.4047 - acc: 0.8329 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.8337 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8340 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.8347 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.4040 - acc: 0.8346 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.4039 - acc: 0.8343 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8342 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8315 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8335 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.4040 - acc: 0.8331 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8335 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.4039 - acc: 0.8325 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8347 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.4036 - acc: 0.8354 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.4039 - acc: 0.8325 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8347 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.4036 - acc: 0.8339 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8331 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8314 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8346 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8342 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.4036 - acc: 0.8340 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8333 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8336 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8351 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8326 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8332 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8344 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8331 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8350 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8326 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8337 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8324 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8342 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8322 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8332 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8333 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8335 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8332 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8344 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8324 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8318 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8339 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8335 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8322 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8322 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8333 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8351 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8328 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8347 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8331 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8326 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8340 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8339 5050/7200 [====================>.........] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 0s - loss: 0.5723 - acc: 0.7964 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4419 - acc: 0.7971 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4321 - acc: 0.7971 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4280 - acc: 0.7971 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4252 - acc: 0.7971 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4225 - acc: 0.7971 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4205 - acc: 0.8000 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4190 - acc: 0.8208 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.4174 - acc: 0.8229 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.4161 - acc: 0.8247 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.4148 - acc: 0.8265 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.4137 - acc: 0.8287 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.4131 - acc: 0.8297 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.4119 - acc: 0.8312 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.4114 - acc: 0.8325 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.4107 - acc: 0.8333 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.4101 - acc: 0.8339 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.4097 - acc: 0.8344 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.4090 - acc: 0.8349 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.4084 - acc: 0.8344 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.4081 - acc: 0.8353 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.4076 - acc: 0.8347 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.4074 - acc: 0.8360 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.4072 - acc: 0.8347 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.4067 - acc: 0.8349 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.4062 - acc: 0.8361 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.4063 - acc: 0.8356 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.4059 - acc: 0.8349 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.4058 - acc: 0.8364 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.4055 - acc: 0.8354 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.4052 - acc: 0.8356 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.4052 - acc: 0.8362 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.4048 - acc: 0.8358 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.4047 - acc: 0.8354 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.4048 - acc: 0.8350 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.4047 - acc: 0.8349 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.4043 - acc: 0.8361 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.8342 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8353 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8361 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8358 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8347 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.4036 - acc: 0.8354 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8351 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8354 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8362 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8349 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8360 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8350 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8357 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8356 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8342 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8350 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8360 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8364 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8354 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8349 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8358 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8357 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8343 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8350 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8353 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8358 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8350 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8358 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8347 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8354 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8349 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8357 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8354 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8346 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8344 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8356 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8351 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8351 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8349 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8350 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8358 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8349 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8354 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8354 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8343 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8337 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8347 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8365 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8371 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8350 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8358 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8361 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8349 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8353 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8357 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8357 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8344 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8367 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8354 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8360 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8337 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8347 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8361 4725/7200 [==================>...........] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 0s - loss: 0.6041 - acc: 0.7951 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4494 - acc: 0.7967 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4334 - acc: 0.7967 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4288 - acc: 0.7967 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4255 - acc: 0.7967 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4231 - acc: 0.7967 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4207 - acc: 0.7967 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4190 - acc: 0.8053 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.4175 - acc: 0.8210 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.4164 - acc: 0.8239 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.4154 - acc: 0.8281 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.4146 - acc: 0.8285 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.4137 - acc: 0.8296 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.4130 - acc: 0.8293 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.4122 - acc: 0.8297 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.4116 - acc: 0.8303 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.4109 - acc: 0.8310 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.4102 - acc: 0.8321 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.4099 - acc: 0.8331 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.4094 - acc: 0.8329 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.4090 - acc: 0.8322 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.4088 - acc: 0.8328 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.4081 - acc: 0.8324 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.4081 - acc: 0.8339 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.4077 - acc: 0.8343 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.4075 - acc: 0.8340 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.4074 - acc: 0.8337 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.4070 - acc: 0.8333 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.4068 - acc: 0.8339 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.4065 - acc: 0.8347 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.4066 - acc: 0.8343 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.4060 - acc: 0.8347 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.4057 - acc: 0.8328 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.4059 - acc: 0.8346 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.4056 - acc: 0.8339 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.4054 - acc: 0.8343 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.4052 - acc: 0.8349 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.4046 - acc: 0.8350 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.4043 - acc: 0.8343 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.4047 - acc: 0.8339 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.4043 - acc: 0.8347 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.8344 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8343 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.8335 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8335 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8349 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8344 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8340 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8333 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8332 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8347 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8344 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8361 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8353 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8354 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8354 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8337 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8343 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8354 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8350 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8357 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8361 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8351 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8357 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8361 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8343 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8351 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8357 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8354 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8350 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8353 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8365 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8349 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8346 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8367 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8360 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8360 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8368 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8354 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8343 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8364 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8356 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8343 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8350 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8360 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8346 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8367 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8354 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8351 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8365 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8362 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8356 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8349 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8337 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8346 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8357 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8356 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8360 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8371 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8375 4725/7200 [==================>...........] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 0s - loss: 0.6272 - acc: 0.7932 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4790 - acc: 0.7956 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4371 - acc: 0.7956 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4269 - acc: 0.7956 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4199 - acc: 0.8058 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4131 - acc: 0.8239 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4070 - acc: 0.8281 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8279 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8281 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8292 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.3891 - acc: 0.8301 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.3861 - acc: 0.8307 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.3830 - acc: 0.8306 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.3803 - acc: 0.8314 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.3773 - acc: 0.8374 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.3755 - acc: 0.8428 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.3735 - acc: 0.8446 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.3718 - acc: 0.8453 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.3697 - acc: 0.8458 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.3680 - acc: 0.8462 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.3665 - acc: 0.8510 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.3649 - acc: 0.8493 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.3633 - acc: 0.8506 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.3626 - acc: 0.8506 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.3616 - acc: 0.8503 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.3599 - acc: 0.8518 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.3592 - acc: 0.8529 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.3579 - acc: 0.8535 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.3577 - acc: 0.8528 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.3573 - acc: 0.8531 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.3558 - acc: 0.8532 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.3555 - acc: 0.8551 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.3547 - acc: 0.8550 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.3542 - acc: 0.8543 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.3532 - acc: 0.8544 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.3526 - acc: 0.8543 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.3526 - acc: 0.8539 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.3515 - acc: 0.8568 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.3511 - acc: 0.8581 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.3512 - acc: 0.8549 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.3505 - acc: 0.8556 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.3501 - acc: 0.8543 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.3494 - acc: 0.8560 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.3489 - acc: 0.8593 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.3487 - acc: 0.8569 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.3482 - acc: 0.8558 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.3478 - acc: 0.8589 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.3474 - acc: 0.8558 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.3475 - acc: 0.8572 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.3471 - acc: 0.8569 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.3463 - acc: 0.8585 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.3463 - acc: 0.8572 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8562 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.3454 - acc: 0.8589 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.3459 - acc: 0.8554 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.3453 - acc: 0.8593 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.3452 - acc: 0.8578 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8587 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.3445 - acc: 0.8565 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.3441 - acc: 0.8592 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8604 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8575 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.3441 - acc: 0.8568 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.3428 - acc: 0.8572 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8587 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8585 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8568 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8574 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8586 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8587 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8594 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8592 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8600 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8604 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8586 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8582 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.3414 - acc: 0.8589 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8608 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8571 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8599 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8601 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8624 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8597 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8607 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8587 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8583 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8585 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8587 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8600 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8592 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8587 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8603 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8600 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8583 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8615 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8587 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8596 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8607 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8610 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8590 6875/7200 [===========================>..] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 0s - loss: 0.5841 - acc: 0.7964 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4391 - acc: 0.7975 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4297 - acc: 0.7975 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4254 - acc: 0.7975 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4220 - acc: 0.7975 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4189 - acc: 0.7975 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4167 - acc: 0.8053 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4149 - acc: 0.8239 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.4136 - acc: 0.8265 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.4124 - acc: 0.8292 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.4114 - acc: 0.8292 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.4105 - acc: 0.8300 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.4099 - acc: 0.8321 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.4093 - acc: 0.8332 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.4084 - acc: 0.8342 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.4083 - acc: 0.8331 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.4075 - acc: 0.8339 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.4071 - acc: 0.8350 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.4067 - acc: 0.8360 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.4063 - acc: 0.8342 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.4057 - acc: 0.8353 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.4051 - acc: 0.8357 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.4049 - acc: 0.8354 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.4043 - acc: 0.8346 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.4043 - acc: 0.8356 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8375 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.4036 - acc: 0.8364 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8354 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8361 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8358 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8353 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8364 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8358 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8367 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8357 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8369 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8353 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8362 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8369 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8360 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8358 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8372 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8364 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8361 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8356 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8379 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8372 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8361 - ETA: 0s - loss: 0.4100 - acc Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8371 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8361 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8365 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8375 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8360 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8361 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8368 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8351 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8358 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8349 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8358 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8354 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8371 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8354 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8362 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8369 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8371 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8367 - ETA: 0s - loss: 0.4318 - acc Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8360 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8363 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8364 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8378 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8351 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8360 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8365 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8360 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8364 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8371 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8354 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8367 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8361 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8379 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8367 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8358 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8344 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8374 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8371 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8369 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8372 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8360 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8382 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8371 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8365 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8362 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8357 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8389 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8361 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8369 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8379 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8367 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8369 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8374 5100/7200 [====================>.........] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 0s - loss: 0.6091 - acc: 0.7919 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4590 - acc: 0.7938 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4328 - acc: 0.7937 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4242 - acc: 0.7981 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4174 - acc: 0.8208 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4107 - acc: 0.8233 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.8242 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8260 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8272 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.3901 - acc: 0.8292 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.3862 - acc: 0.8312 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.3827 - acc: 0.8301 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.3796 - acc: 0.8379 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.3770 - acc: 0.8410 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.3747 - acc: 0.8446 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.3729 - acc: 0.8462 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.3699 - acc: 0.8469 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.3685 - acc: 0.8486 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.3666 - acc: 0.8526 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.3650 - acc: 0.8542 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.3632 - acc: 0.8544 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.3626 - acc: 0.8532 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.3618 - acc: 0.8540 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.3597 - acc: 0.8533 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.3591 - acc: 0.8532 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.3582 - acc: 0.8536 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.3571 - acc: 0.8540 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.3565 - acc: 0.8554 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.3557 - acc: 0.8554 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.3549 - acc: 0.8567 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.3544 - acc: 0.8542 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.3535 - acc: 0.8567 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.3526 - acc: 0.8569 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.3527 - acc: 0.8571 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.3528 - acc: 0.8575 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.3518 - acc: 0.8564 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.3509 - acc: 0.8581 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.3510 - acc: 0.8586 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.3498 - acc: 0.8575 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.3500 - acc: 0.8574 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.3496 - acc: 0.8583 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.3486 - acc: 0.8571 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.3485 - acc: 0.8568 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.3476 - acc: 0.8589 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.3477 - acc: 0.8589 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.3473 - acc: 0.8592 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.3462 - acc: 0.8587 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.3465 - acc: 0.8599 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.3455 - acc: 0.8569 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.3454 - acc: 0.8586 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.3453 - acc: 0.8574 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.3452 - acc: 0.8596 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8585 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8572 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8599 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8568 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8586 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8578 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8581 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.3430 - acc: 0.8586 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8601 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8572 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.3426 - acc: 0.8568 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.3430 - acc: 0.8594 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.3426 - acc: 0.8600 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8612 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8600 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8617 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.3420 - acc: 0.8582 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8582 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8603 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8589 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8596 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8583 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8592 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8603 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8601 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8596 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8593 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8600 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8596 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8606 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8611 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8612 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8611 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8593 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8597 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8582 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8606 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8596 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8626 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8585 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8614 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8608 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8610 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8611 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8619 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8583 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8607 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8597 6475/7200 [=========================>....] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 0s - loss: 0.5931 - acc: 0.7939 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4451 - acc: 0.7944 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4261 - acc: 0.7944 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4193 - acc: 0.8178 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4131 - acc: 0.8222 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4071 - acc: 0.8261 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8269 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8260 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8271 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.3885 - acc: 0.8281 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.3848 - acc: 0.8306 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.3810 - acc: 0.8312 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.3788 - acc: 0.8325 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.3761 - acc: 0.8371 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.3738 - acc: 0.8403 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.3716 - acc: 0.8460 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.3699 - acc: 0.8482 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.3681 - acc: 0.8481 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.3662 - acc: 0.8486 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.3646 - acc: 0.8490 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.3637 - acc: 0.8494 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.3625 - acc: 0.8529 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.3614 - acc: 0.8532 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.3604 - acc: 0.8543 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.3594 - acc: 0.8549 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.3584 - acc: 0.8533 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.3576 - acc: 0.8558 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.3562 - acc: 0.8544 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.3563 - acc: 0.8543 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.3554 - acc: 0.8549 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.3548 - acc: 0.8579 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.3546 - acc: 0.8572 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.3542 - acc: 0.8572 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.3537 - acc: 0.8589 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.3525 - acc: 0.8585 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.3527 - acc: 0.8575 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.3524 - acc: 0.8582 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.3517 - acc: 0.8583 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.3516 - acc: 0.8581 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.3505 - acc: 0.8578 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.3511 - acc: 0.8582 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.3503 - acc: 0.8572 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.3503 - acc: 0.8597 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.3489 - acc: 0.8590 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.3491 - acc: 0.8589 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.3490 - acc: 0.8575 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.3491 - acc: 0.8600 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.3483 - acc: 0.8592 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.3474 - acc: 0.8607 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.3480 - acc: 0.8586 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.3474 - acc: 0.8582 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.3474 - acc: 0.8594 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.3471 - acc: 0.8593 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.3472 - acc: 0.8583 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.3463 - acc: 0.8599 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.3455 - acc: 0.8626 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.3462 - acc: 0.8575 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.3463 - acc: 0.8622 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.3465 - acc: 0.8578 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8607 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8611 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.3444 - acc: 0.8615 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.3452 - acc: 0.8575 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.3447 - acc: 0.8594 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8599 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8635 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8600 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8632 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8607 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8617 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8617 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8621 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8597 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8624 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8604 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8587 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8606 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3414 - acc: 0.8615 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8608 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8618 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8633 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8618 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8644 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8633 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8610 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8647 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8614 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8624 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8637 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8619 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8608 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8639 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8624 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8626 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8626 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8615 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8636 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8607 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8629 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8619 7125/7200 [============================>.] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 0s - loss: 0.5834 - acc: 0.7961 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4432 - acc: 0.7969 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4332 - acc: 0.7969 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4299 - acc: 0.7969 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4279 - acc: 0.7969 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4262 - acc: 0.7969 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4242 - acc: 0.7969 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4218 - acc: 0.7983 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.4198 - acc: 0.8169 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.4183 - acc: 0.8211 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.4173 - acc: 0.8226 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.4161 - acc: 0.8254 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.4153 - acc: 0.8260 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.4144 - acc: 0.8286 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.4135 - acc: 0.8285 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.4128 - acc: 0.8310 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.4119 - acc: 0.8310 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.4115 - acc: 0.8319 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.4110 - acc: 0.8322 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.4106 - acc: 0.8325 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.4103 - acc: 0.8314 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.4097 - acc: 0.8324 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.4093 - acc: 0.8336 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.4089 - acc: 0.8336 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.4086 - acc: 0.8342 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.4080 - acc: 0.8343 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.4078 - acc: 0.8356 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.4073 - acc: 0.8346 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.4069 - acc: 0.8361 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.4064 - acc: 0.8351 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.4064 - acc: 0.8356 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.4057 - acc: 0.8358 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.4057 - acc: 0.8344 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.4054 - acc: 0.8354 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.4050 - acc: 0.8351 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.4050 - acc: 0.8336 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.4048 - acc: 0.8354 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.8351 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8364 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.8342 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.4039 - acc: 0.8347 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.4039 - acc: 0.8346 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.4036 - acc: 0.8350 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8342 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8350 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8343 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8346 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8354 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8349 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8351 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8350 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8362 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8346 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8360 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8351 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8350 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8350 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8346 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8353 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8353 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8350 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8353 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8354 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8351 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8353 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8347 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8354 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8364 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8357 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8350 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8362 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8371 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8346 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8349 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8360 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8362 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8360 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8361 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8358 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8365 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8365 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8360 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8360 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8369 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8367 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8362 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8365 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8357 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8362 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8353 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8372 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8379 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8349 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8350 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8351 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8357 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8360 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8362 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8362 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8376 6225/7200 [========================>.....] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 0s - loss: 0.5606 - acc: 0.7962 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4383 - acc: 0.7962 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4289 - acc: 0.7962 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4241 - acc: 0.7962 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4206 - acc: 0.7962 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4175 - acc: 0.8136 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4158 - acc: 0.8246 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4143 - acc: 0.8275 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.4131 - acc: 0.8285 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.4119 - acc: 0.8293 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.4111 - acc: 0.8315 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.4103 - acc: 0.8322 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.4096 - acc: 0.8319 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.4090 - acc: 0.8335 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.4087 - acc: 0.8333 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.4079 - acc: 0.8312 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.4075 - acc: 0.8332 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.4071 - acc: 0.8337 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.4068 - acc: 0.8343 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.4062 - acc: 0.8351 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.4060 - acc: 0.8339 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.4053 - acc: 0.8340 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.4054 - acc: 0.8351 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.4053 - acc: 0.8344 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.4048 - acc: 0.8364 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.4045 - acc: 0.8349 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.8364 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8347 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.4036 - acc: 0.8350 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8364 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8365 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8364 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8353 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8343 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8351 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8342 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8364 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8360 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8361 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8362 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8367 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8354 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8350 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8358 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8361 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8365 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8361 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8336 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8357 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8357 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8342 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8356 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8349 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8350 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8350 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8365 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8361 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8349 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8362 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8361 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8364 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8357 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8354 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8358 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8362 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8353 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8364 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8342 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8354 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8356 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8353 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8347 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8361 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8357 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8376 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8356 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8365 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8367 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8364 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8361 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8364 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8354 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8372 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8364 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8365 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8358 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8364 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8369 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8371 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8368 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8365 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8357 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8356 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8368 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8350 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8356 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8387 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8368 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8361 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8361 5050/7200 [====================>.........] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 0s - loss: 0.6030 - acc: 0.7937 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4536 - acc: 0.7957 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4337 - acc: 0.7957 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4289 - acc: 0.7957 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4263 - acc: 0.7957 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4242 - acc: 0.7957 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4219 - acc: 0.7957 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4196 - acc: 0.7957 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.4174 - acc: 0.8132 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.4159 - acc: 0.8243 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.4145 - acc: 0.8254 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.4133 - acc: 0.8267 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.4125 - acc: 0.8289 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.4113 - acc: 0.8319 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.4102 - acc: 0.8317 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.4093 - acc: 0.8339 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.4088 - acc: 0.8333 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.4080 - acc: 0.8343 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.4074 - acc: 0.8339 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.4066 - acc: 0.8356 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.4060 - acc: 0.8346 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.4056 - acc: 0.8356 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.4050 - acc: 0.8357 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8368 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8365 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8358 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8372 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8358 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8374 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8371 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8361 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8375 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8372 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8374 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8367 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8371 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8365 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8369 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8361 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8369 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8376 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8379 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8358 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8368 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8371 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8378 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8369 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8362 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8343 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8375 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8375 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8364 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8358 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8358 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8365 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8364 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8367 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8350 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8365 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8358 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8374 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8356 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8368 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8362 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8364 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8361 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8368 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8361 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8364 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8358 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8364 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8374 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8357 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8362 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8364 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8368 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8362 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8369 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8368 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8371 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8362 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8371 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8365 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8374 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8376 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8372 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8367 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8368 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8372 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8364 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8383 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8368 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8367 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8365 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8382 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8375 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8368 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8374 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8376 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8369 6575/7200 [==========================>...] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 0s - loss: 0.5726 - acc: 0.7958 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4420 - acc: 0.7961 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4337 - acc: 0.7961 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4302 - acc: 0.7961 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4273 - acc: 0.7961 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4246 - acc: 0.7961 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4220 - acc: 0.8121 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4204 - acc: 0.8193 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.4187 - acc: 0.8224 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.4177 - acc: 0.8246 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.4166 - acc: 0.8268 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.4156 - acc: 0.8271 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.4150 - acc: 0.8286 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.4141 - acc: 0.8299 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.4135 - acc: 0.8308 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.4129 - acc: 0.8304 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.4120 - acc: 0.8303 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.4118 - acc: 0.8332 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.4111 - acc: 0.8321 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.4106 - acc: 0.8349 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.4100 - acc: 0.8333 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.4100 - acc: 0.8315 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.4093 - acc: 0.8331 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.4094 - acc: 0.8347 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.4087 - acc: 0.8343 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.4086 - acc: 0.8347 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.4082 - acc: 0.8339 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.4079 - acc: 0.8331 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.4079 - acc: 0.8350 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.4075 - acc: 0.8344 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.4070 - acc: 0.8337 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.4071 - acc: 0.8335 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.4068 - acc: 0.8339 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.4061 - acc: 0.8332 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.4063 - acc: 0.8346 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.4064 - acc: 0.8358 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.4061 - acc: 0.8346 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.4060 - acc: 0.8339 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.4059 - acc: 0.8329 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.4055 - acc: 0.8336 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.4056 - acc: 0.8346 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.4053 - acc: 0.8337 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.4050 - acc: 0.8343 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.4048 - acc: 0.8343 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.4048 - acc: 0.8343 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.4048 - acc: 0.8340 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.4047 - acc: 0.8333 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8343 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.8351 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.4046 - acc: 0.8342 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.4039 - acc: 0.8342 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.8346 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.4046 - acc: 0.8362 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.4040 - acc: 0.8343 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.8347 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.4040 - acc: 0.8344 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8336 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8350 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.4036 - acc: 0.8350 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8350 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8347 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8333 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.4039 - acc: 0.8357 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8333 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8354 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8340 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8347 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8343 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8358 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.4036 - acc: 0.8350 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8356 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8361 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8353 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8357 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8342 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8351 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8343 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8343 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8350 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8353 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8356 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8354 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8356 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8344 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8349 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8357 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8347 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8353 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8339 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8357 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8353 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8350 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8347 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8347 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8346 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8358 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8358 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8367 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8356 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8364 6825/7200 [===========================>..] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 0s - loss: 0.5616 - acc: 0.7947 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4350 - acc: 0.7971 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4296 - acc: 0.7971 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4267 - acc: 0.7971 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4225 - acc: 0.7982 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4184 - acc: 0.8236 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4146 - acc: 0.8271 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4115 - acc: 0.8317 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4085 - acc: 0.8328 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.4065 - acc: 0.8335 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.4050 - acc: 0.8344 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8349 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8344 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8353 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8346 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8357 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8354 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8336 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8362 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8351 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8356 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8343 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8364 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8357 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8361 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8350 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8362 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8349 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8367 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8336 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8350 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8356 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8360 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8358 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8347 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8368 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8353 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8353 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8357 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8357 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8349 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8342 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8346 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8349 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8350 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8353 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8369 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8364 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8357 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8354 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8369 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8346 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8361 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8360 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8369 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8365 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8353 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8347 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8360 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8360 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8339 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8369 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8354 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8374 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8369 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8350 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8372 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8347 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8349 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8358 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8361 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8368 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8365 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8356 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8354 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8344 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8350 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8358 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8360 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8365 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8356 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8351 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8364 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8354 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8362 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8376 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8357 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8372 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8367 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8369 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8364 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8360 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8369 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8364 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8371 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8361 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8360 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8357 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8374 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8372 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8368 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8365 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8374 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8361 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8367 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8350 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8362 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8371 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8367 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8361 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8356 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8369 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8368 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8360 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8360 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8357 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8368 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8371 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8369 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8389 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8357 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3915 - acc: 0.8381 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8371 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8368 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3911 - acc: 0.8379 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3915 - acc: 0.8362 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8375 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3909 - acc: 0.8372 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8392 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3896 - acc: 0.8375 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3898 - acc: 0.8381 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3893 - acc: 0.8371 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3879 - acc: 0.8386 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3873 - acc: 0.8385 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3879 - acc: 0.8382 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3867 - acc: 0.8385 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3851 - acc: 0.8406 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3849 - acc: 0.8382 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3841 - acc: 0.8387 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3829 - acc: 0.8412 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3824 - acc: 0.8392 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3809 - acc: 0.8421 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3806 - acc: 0.8393 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3800 - acc: 0.8415 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3793 - acc: 0.8411 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3786 - acc: 0.8418 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3772 - acc: 0.8425 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3756 - acc: 0.8411 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3747 - acc: 0.8419 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3732 - acc: 0.8437 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3713 - acc: 0.8447 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3690 - acc: 0.8462 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3671 - acc: 0.8487 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3648 - acc: 0.8489 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3630 - acc: 0.8493 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3611 - acc: 0.8496 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3592 - acc: 0.8514 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3573 - acc: 0.8526 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3559 - acc: 0.8537 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3542 - acc: 0.8549 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3533 - acc: 0.8550 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3531 - acc: 0.8546 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3518 - acc: 0.8565 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3516 - acc: 0.8554 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3518 - acc: 0.8560 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3496 - acc: 0.8544 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3506 - acc: 0.8567 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3491 - acc: 0.8576 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3493 - acc: 0.8562 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3493 - acc: 0.8575 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3480 - acc: 0.8572 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3474 - acc: 0.8574 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3480 - acc: 0.8582 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3480 - acc: 0.8568 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3475 - acc: 0.8565 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3468 - acc: 0.8579 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3473 - acc: 0.8574 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3469 - acc: 0.8567 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3460 - acc: 0.8579 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3466 - acc: 0.8581 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3454 - acc: 0.8578 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3457 - acc: 0.8567 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3453 - acc: 0.8551 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3454 - acc: 0.8589 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8606 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3452 - acc: 0.8569 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3445 - acc: 0.8582 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8611 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8615 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3430 - acc: 0.8601 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3439 - acc: 0.8604 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8608 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3425 - acc: 0.8592 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8603 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8603 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8606 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8615 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8593 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3422 - acc: 0.8608 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3414 - acc: 0.8603 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8610 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8590 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8604 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8611 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8603 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8608 - ETA: 0s - loss: 0.3447 - acc Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8611 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8619 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8601 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8612 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8611 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8600 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8626 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8618 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8615 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8618 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8629 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8629 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3377 - acc: 0.8611 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8633 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8612 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8617 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8617 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8618 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3377 - acc: 0.8633 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3377 - acc: 0.8611 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8629 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8607 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8619 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8633 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8635 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8647 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8624 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8615 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8615 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8624 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8628 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8631 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8617 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8611 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8619 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8624 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8628 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8622 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8612 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3351 - acc: 0.8619 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8606 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3351 - acc: 0.8628 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8632 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8629 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3353 - acc: 0.8621 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8610 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8646 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3353 - acc: 0.8625 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8632 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3346 - acc: 0.8619 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3351 - acc: 0.8617 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3346 - acc: 0.8625 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8637 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3341 - acc: 0.8619 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8593 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3344 - acc: 0.8632 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3351 - acc: 0.8631 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3345 - acc: 0.8625 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8629 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3346 - acc: 0.8610 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3346 - acc: 0.8632 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3345 - acc: 0.8624 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8615 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8612 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8639 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8606 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8642 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3341 - acc: 0.8626 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3353 - acc: 0.8619 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3346 - acc: 0.8619 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8604 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3336 - acc: 0.8618 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3347 - acc: 0.8617 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3345 - acc: 0.8617 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3344 - acc: 0.8633 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8619 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8624 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8622 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8639 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8628 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3341 - acc: 0.8615 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8622 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3341 - acc: 0.8587 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8610 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3343 - acc: 0.8636 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8618 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8622 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3345 - acc: 0.8596 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8625 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3333 - acc: 0.8619 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8596 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8611 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8631 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8594 6525/7200 [==========================>...] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.6570 - acc: 0.7950 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.5956 - acc: 0.8044 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4837 - acc: 0.8175 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4142 - acc: 0.8176 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8212 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.3844 - acc: 0.8221 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.3769 - acc: 0.8226 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.3711 - acc: 0.8231 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.3673 - acc: 0.8232 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.3645 - acc: 0.8231 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.3625 - acc: 0.8242 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.3600 - acc: 0.8237 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.3581 - acc: 0.8233 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.3561 - acc: 0.8529 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.3548 - acc: 0.8544 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.3535 - acc: 0.8567 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.3523 - acc: 0.8568 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.3513 - acc: 0.8592 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.3505 - acc: 0.8593 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.3493 - acc: 0.8586 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.3487 - acc: 0.8593 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.3481 - acc: 0.8601 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.3473 - acc: 0.8599 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.3468 - acc: 0.8604 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.3465 - acc: 0.8606 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.3454 - acc: 0.8619 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.3454 - acc: 0.8621 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8612 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8621 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8607 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8619 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8619 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8626 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8621 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8621 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8621 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8628 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8621 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8625 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8612 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8611 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8614 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8617 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8610 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8628 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8617 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8610 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8626 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8612 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8621 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8611 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8619 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8622 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8604 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8632 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8626 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8622 Epoch 58/300 7200/7200 [==============================] - ETA: 0s - loss: 0.3401 - acc: 0.863 - 0s - loss: 0.3385 - acc: 0.8626 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8628 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8615 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8615 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8622 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8618 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8635 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8608 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8617 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8626 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8631 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8624 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8624 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8612 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8624 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8621 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8619 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8633 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8626 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8626 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8635 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8637 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8628 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8640 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8631 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8631 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8625 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8632 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8631 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8632 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8626 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8624 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8635 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8629 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3353 - acc: 0.8631 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3353 - acc: 0.8633 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3351 - acc: 0.8636 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8618 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8637 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3347 - acc: 0.8629 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8631 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8621 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8643 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8626 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3351 - acc: 0.8631 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8642 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3345 - acc: 0.8632 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3344 - acc: 0.8636 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8615 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3346 - acc: 0.8624 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8643 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3341 - acc: 0.8632 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8633 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8633 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3341 - acc: 0.8635 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8635 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8619 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8631 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8619 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8631 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8643 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3336 - acc: 0.8649 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8625 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3336 - acc: 0.8656 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8639 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8642 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8637 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3336 - acc: 0.8644 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8656 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8617 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3332 - acc: 0.8631 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8636 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8637 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8633 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8642 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3333 - acc: 0.8611 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3329 - acc: 0.8637 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3333 - acc: 0.8646 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8639 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3333 - acc: 0.8624 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3332 - acc: 0.8639 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3331 - acc: 0.8632 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3326 - acc: 0.8646 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3325 - acc: 0.8657 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3328 - acc: 0.8635 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3326 - acc: 0.8636 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8618 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3329 - acc: 0.8625 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3325 - acc: 0.8629 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3325 - acc: 0.8624 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8653 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3328 - acc: 0.8636 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8635 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3325 - acc: 0.8644 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8639 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8632 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3326 - acc: 0.8633 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8656 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8628 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8643 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8624 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8662 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8632 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8637 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8633 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8636 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3320 - acc: 0.8643 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8637 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8647 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8639 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8651 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8629 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8632 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3315 - acc: 0.8651 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8660 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8632 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8647 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3316 - acc: 0.8649 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8631 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8635 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8642 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8637 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3315 - acc: 0.8647 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3312 - acc: 0.8637 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8635 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8646 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8650 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3316 - acc: 0.8636 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8650 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8654 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8632 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8637 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3313 - acc: 0.8643 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8633 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3313 - acc: 0.8653 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8633 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3315 - acc: 0.8640 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8622 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3316 - acc: 0.8633 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3314 - acc: 0.8643 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8639 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3314 - acc: 0.8646 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3312 - acc: 0.8625 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3316 - acc: 0.8636 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3314 - acc: 0.8650 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3312 - acc: 0.8636 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8632 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3316 - acc: 0.8650 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3314 - acc: 0.8643 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3315 - acc: 0.8639 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3312 - acc: 0.8635 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8650 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3313 - acc: 0.8642 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3313 - acc: 0.8632 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3313 - acc: 0.8640 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3313 - acc: 0.8642 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8640 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3315 - acc: 0.8635 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3315 - acc: 0.8643 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8632 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8642 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8639 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3312 - acc: 0.8649 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8640 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3314 - acc: 0.8639 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3313 - acc: 0.8644 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3316 - acc: 0.8640 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8654 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3309 - acc: 0.8629 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8642 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3312 - acc: 0.8621 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3312 - acc: 0.8657 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8643 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8628 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3312 - acc: 0.8649 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3313 - acc: 0.8629 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3313 - acc: 0.8640 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8651 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3313 - acc: 0.8643 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8639 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3309 - acc: 0.8644 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3313 - acc: 0.8640 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8642 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8647 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8647 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8631 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3309 - acc: 0.8632 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8637 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3312 - acc: 0.8642 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8629 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3313 - acc: 0.8649 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8642 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8647 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3309 - acc: 0.8647 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8633 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3312 - acc: 0.8629 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3312 - acc: 0.8642 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3313 - acc: 0.8642 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8642 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8656 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8654 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3309 - acc: 0.8643 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3315 - acc: 0.8640 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3313 - acc: 0.8637 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3309 - acc: 0.8639 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8647 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3315 - acc: 0.8647 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3308 - acc: 0.8635 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3309 - acc: 0.8626 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3309 - acc: 0.8643 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3308 - acc: 0.8633 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3306 - acc: 0.8651 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8644 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8633 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3308 - acc: 0.8653 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3308 - acc: 0.8636 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8643 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8644 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8657 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3309 - acc: 0.8644 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3307 - acc: 0.8642 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3308 - acc: 0.8640 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3309 - acc: 0.8636 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3312 - acc: 0.8637 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3307 - acc: 0.8643 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3308 - acc: 0.8643 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3307 - acc: 0.8649 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3309 - acc: 0.8644 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3306 - acc: 0.8643 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8633 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8644 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8637 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3309 - acc: 0.8653 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3308 - acc: 0.8647 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8650 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3305 - acc: 0.8658 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3308 - acc: 0.8637 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3308 - acc: 0.8647 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3306 - acc: 0.8642 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8643 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3307 - acc: 0.8657 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3305 - acc: 0.8643 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8647 6450/7200 [=========================>....] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.5617 - acc: 0.7928 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4339 - acc: 0.7956 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4290 - acc: 0.7956 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4261 - acc: 0.7956 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4232 - acc: 0.7956 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4207 - acc: 0.7956 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4190 - acc: 0.8162 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4176 - acc: 0.8217 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4163 - acc: 0.8247 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.4153 - acc: 0.8278 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.4145 - acc: 0.8275 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.4136 - acc: 0.8296 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.4123 - acc: 0.8314 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.4122 - acc: 0.8337 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.4114 - acc: 0.8331 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.4104 - acc: 0.8328 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.4100 - acc: 0.8347 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.4096 - acc: 0.8356 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.4092 - acc: 0.8358 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.4085 - acc: 0.8357 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.4068 - acc: 0.8358 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.4053 - acc: 0.8365 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8368 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8362 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8358 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8358 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8356 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8357 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8361 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8349 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8368 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8364 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8360 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8346 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8367 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8356 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8362 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8357 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8356 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8351 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8368 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8362 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8358 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8354 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8365 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8364 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8367 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8365 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8383 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8349 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8354 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8374 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8365 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8397 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8382 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8372 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8365 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8378 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8365 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8369 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8383 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8375 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8367 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8360 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8385 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8389 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8369 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8369 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8361 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8364 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8374 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8361 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8379 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8362 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8367 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8357 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8376 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8393 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8389 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8356 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8362 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8372 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8389 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8374 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8364 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8365 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8368 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8368 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8374 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8382 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8371 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8378 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8375 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8361 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8376 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8372 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8364 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8381 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8357 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8368 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8378 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8378 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8379 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8382 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8376 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8367 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8374 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8367 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8390 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8369 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8371 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8378 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8365 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8378 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8367 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8374 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8381 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8375 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8372 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8369 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8378 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8371 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8357 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8371 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8383 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8364 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8381 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8360 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8371 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8371 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8365 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8386 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8389 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8361 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8369 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8381 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8367 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8376 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8371 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8367 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8378 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8372 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8369 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8372 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8372 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8378 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8378 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8367 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8379 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8362 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8378 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8375 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8379 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8375 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8385 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8383 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8374 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8382 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8378 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8389 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8364 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8371 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8385 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8375 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8381 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8375 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8362 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8367 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8379 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8347 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8362 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8361 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8374 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8369 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8382 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8385 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8379 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8381 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8376 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8385 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8378 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8382 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8376 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8372 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3915 - acc: 0.8376 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8382 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8381 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8385 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8379 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8378 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8367 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8379 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8376 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8390 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8374 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8371 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8378 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8365 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8369 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8364 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8376 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3914 - acc: 0.8379 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8362 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8371 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3915 - acc: 0.8371 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8382 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8365 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3915 - acc: 0.8374 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8371 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8379 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8385 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8387 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8371 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8372 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8382 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8369 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3915 - acc: 0.8387 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8367 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8378 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8371 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8372 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8378 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8369 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8386 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8372 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3915 - acc: 0.8376 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8379 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8389 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3915 - acc: 0.8376 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8378 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8382 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8381 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8362 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8367 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8379 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8374 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8371 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8374 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8396 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8367 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8392 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8364 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8381 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3914 - acc: 0.8354 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8382 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3914 - acc: 0.8379 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8372 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8382 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3915 - acc: 0.8371 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8386 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8371 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8362 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3914 - acc: 0.8387 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3914 - acc: 0.8367 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8369 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3915 - acc: 0.8386 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8374 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8386 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8364 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8371 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8375 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8374 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3915 - acc: 0.8368 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8387 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8357 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3914 - acc: 0.8365 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8369 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8386 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8369 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8379 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8387 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8386 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8372 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3909 - acc: 0.8382 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3914 - acc: 0.8389 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3914 - acc: 0.8362 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8382 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3914 - acc: 0.8371 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8385 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8368 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8368 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8375 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8371 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8379 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8390 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8386 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3914 - acc: 0.8379 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8385 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8360 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3914 - acc: 0.8379 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8383 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8378 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3914 - acc: 0.8379 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8372 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8379 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3911 - acc: 0.8379 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8378 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3915 - acc: 0.8378 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3914 - acc: 0.8383 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8374 5875/7200 [=======================>......] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.5604 - acc: 0.7975 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4344 - acc: 0.7975 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4268 - acc: 0.7975 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4230 - acc: 0.7975 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4194 - acc: 0.8083 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4159 - acc: 0.8279 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4128 - acc: 0.8287 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4100 - acc: 0.8301 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4077 - acc: 0.8324 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.4055 - acc: 0.8322 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.4040 - acc: 0.8340 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8329 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8349 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8356 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8346 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8368 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8351 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8349 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8361 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8372 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8361 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8361 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8375 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8371 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8365 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8360 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8368 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8357 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.3914 - acc: 0.8368 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.3914 - acc: 0.8358 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8374 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.3910 - acc: 0.8376 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.3909 - acc: 0.8376 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.3907 - acc: 0.8372 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8378 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8365 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.3908 - acc: 0.8371 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.3901 - acc: 0.8375 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.3899 - acc: 0.8369 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8374 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.3900 - acc: 0.8371 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8383 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.3895 - acc: 0.8368 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.3901 - acc: 0.8379 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8381 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.3893 - acc: 0.8375 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8383 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.3897 - acc: 0.8361 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.3897 - acc: 0.8376 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.3894 - acc: 0.8389 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.3899 - acc: 0.8385 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.3899 - acc: 0.8379 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.3894 - acc: 0.8365 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.3895 - acc: 0.8371 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.3895 - acc: 0.8382 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.3898 - acc: 0.8383 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.3890 - acc: 0.8401 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.3894 - acc: 0.8385 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.3897 - acc: 0.8381 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.3893 - acc: 0.8378 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.3894 - acc: 0.8386 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.3896 - acc: 0.8372 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.3891 - acc: 0.8369 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.3894 - acc: 0.8386 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.3892 - acc: 0.8365 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.3896 - acc: 0.8378 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.3891 - acc: 0.8393 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.3892 - acc: 0.8378 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.3891 - acc: 0.8389 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.3890 - acc: 0.8383 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.3898 - acc: 0.8378 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.3892 - acc: 0.8382 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.3890 - acc: 0.8385 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.3890 - acc: 0.8376 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3890 - acc: 0.8393 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3890 - acc: 0.8390 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3889 - acc: 0.8379 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3891 - acc: 0.8378 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3889 - acc: 0.8389 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3888 - acc: 0.8390 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3889 - acc: 0.8383 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3890 - acc: 0.8389 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3890 - acc: 0.8392 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3891 - acc: 0.8378 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3889 - acc: 0.8383 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3887 - acc: 0.8383 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3889 - acc: 0.8367 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3886 - acc: 0.8392 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3885 - acc: 0.8394 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3887 - acc: 0.8381 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3887 - acc: 0.8404 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3888 - acc: 0.8396 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3886 - acc: 0.8392 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3884 - acc: 0.8379 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3887 - acc: 0.8393 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3888 - acc: 0.8372 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3887 - acc: 0.8390 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3887 - acc: 0.8385 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3885 - acc: 0.8390 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3882 - acc: 0.8400 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8392 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3887 - acc: 0.8386 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3885 - acc: 0.8397 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3887 - acc: 0.8390 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3886 - acc: 0.8383 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3884 - acc: 0.8393 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8389 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3887 - acc: 0.8399 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3881 - acc: 0.8383 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8386 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3884 - acc: 0.8394 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3881 - acc: 0.8392 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8396 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3885 - acc: 0.8394 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3887 - acc: 0.8389 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3881 - acc: 0.8389 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8414 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3886 - acc: 0.8393 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3889 - acc: 0.8386 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8400 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3882 - acc: 0.8393 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3882 - acc: 0.8399 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3884 - acc: 0.8383 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8385 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3879 - acc: 0.8393 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3882 - acc: 0.8389 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3880 - acc: 0.8393 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8387 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3879 - acc: 0.8385 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3887 - acc: 0.8394 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3881 - acc: 0.8397 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3879 - acc: 0.8386 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8390 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3885 - acc: 0.8387 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3878 - acc: 0.8397 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3885 - acc: 0.8389 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8404 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3879 - acc: 0.8393 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3877 - acc: 0.8399 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3881 - acc: 0.8394 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3880 - acc: 0.8393 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3880 - acc: 0.8396 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3880 - acc: 0.8397 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3882 - acc: 0.8394 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8397 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3877 - acc: 0.8381 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3882 - acc: 0.8389 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3879 - acc: 0.8394 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3881 - acc: 0.8392 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3876 - acc: 0.8407 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3880 - acc: 0.8379 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3877 - acc: 0.8390 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3880 - acc: 0.8392 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3877 - acc: 0.8392 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3879 - acc: 0.8397 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3877 - acc: 0.8399 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8412 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3879 - acc: 0.8400 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3882 - acc: 0.8397 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3877 - acc: 0.8411 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3879 - acc: 0.8389 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3878 - acc: 0.8397 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3877 - acc: 0.8410 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3879 - acc: 0.8400 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3876 - acc: 0.8399 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3880 - acc: 0.8389 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3878 - acc: 0.8403 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3876 - acc: 0.8392 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3877 - acc: 0.8394 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3879 - acc: 0.8403 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8400 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8404 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3879 - acc: 0.8401 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3876 - acc: 0.8400 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3879 - acc: 0.8389 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3878 - acc: 0.8399 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3877 - acc: 0.8404 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3878 - acc: 0.8424 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8397 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3878 - acc: 0.8417 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8403 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8387 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3879 - acc: 0.8397 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8408 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8407 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8412 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8407 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3877 - acc: 0.8406 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8412 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8418 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3877 - acc: 0.8412 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8389 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3877 - acc: 0.8415 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8401 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8404 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8415 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8417 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8399 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8408 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3873 - acc: 0.8403 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3870 - acc: 0.8399 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8419 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8396 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8403 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3876 - acc: 0.8403 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3873 - acc: 0.8417 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3876 - acc: 0.8400 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8410 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3869 - acc: 0.8410 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3873 - acc: 0.8414 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3876 - acc: 0.8400 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8408 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8397 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3870 - acc: 0.8415 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3873 - acc: 0.8397 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3873 - acc: 0.8411 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3870 - acc: 0.8411 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3873 - acc: 0.8415 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8401 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8412 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3871 - acc: 0.8411 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8403 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3871 - acc: 0.8401 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8403 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8410 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3873 - acc: 0.8407 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3869 - acc: 0.8403 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3869 - acc: 0.8412 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8410 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3871 - acc: 0.8414 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3868 - acc: 0.8417 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3870 - acc: 0.8415 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3869 - acc: 0.8404 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8406 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3869 - acc: 0.8406 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3870 - acc: 0.8414 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3867 - acc: 0.8406 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3865 - acc: 0.8410 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3867 - acc: 0.8412 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3867 - acc: 0.8408 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3867 - acc: 0.8410 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3862 - acc: 0.8406 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3868 - acc: 0.8412 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3865 - acc: 0.8424 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3860 - acc: 0.8410 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3862 - acc: 0.8426 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3863 - acc: 0.8418 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3862 - acc: 0.8419 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3861 - acc: 0.8425 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3857 - acc: 0.8422 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3859 - acc: 0.8417 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3855 - acc: 0.8418 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3857 - acc: 0.8432 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3854 - acc: 0.8437 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3850 - acc: 0.8425 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3857 - acc: 0.8419 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3845 - acc: 0.8429 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3846 - acc: 0.8408 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3845 - acc: 0.8431 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3840 - acc: 0.8415 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3840 - acc: 0.8424 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3836 - acc: 0.8447 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3834 - acc: 0.8424 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3833 - acc: 0.8426 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3831 - acc: 0.8418 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3827 - acc: 0.8439 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3816 - acc: 0.8431 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3813 - acc: 0.8428 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3805 - acc: 0.8425 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3797 - acc: 0.8436 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3780 - acc: 0.8436 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3779 - acc: 0.8433 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3758 - acc: 0.8444 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3740 - acc: 0.8444 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3731 - acc: 0.8461 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3713 - acc: 0.8460 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3688 - acc: 0.8453 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3657 - acc: 0.8461 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3640 - acc: 0.8483 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3622 - acc: 0.8492 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3604 - acc: 0.8490 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3590 - acc: 0.8528 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3591 - acc: 0.8531 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3574 - acc: 0.8514 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3570 - acc: 0.8537 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3560 - acc: 0.8536 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3547 - acc: 0.8547 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3542 - acc: 0.8565 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3534 - acc: 0.8551 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3521 - acc: 0.8565 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3520 - acc: 0.8599 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3514 - acc: 0.8590 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3508 - acc: 0.8564 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3502 - acc: 0.8587 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3494 - acc: 0.8579 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3493 - acc: 0.8597 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3489 - acc: 0.8579 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3484 - acc: 0.8581 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3487 - acc: 0.8574 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3479 - acc: 0.8592 6825/7200 [===========================>..] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.5837 - acc: 0.7915 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4371 - acc: 0.7937 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4246 - acc: 0.7938 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4183 - acc: 0.7937 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4128 - acc: 0.7937 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4075 - acc: 0.7937 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8175 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8285 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8278 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.3886 - acc: 0.8285 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.3846 - acc: 0.8328 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.3816 - acc: 0.8400 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.3779 - acc: 0.8449 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.3761 - acc: 0.8453 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.3741 - acc: 0.8451 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.3714 - acc: 0.8476 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.3698 - acc: 0.8500 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.3687 - acc: 0.8492 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.3664 - acc: 0.8515 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.3653 - acc: 0.8515 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.3636 - acc: 0.8533 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.3629 - acc: 0.8531 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.3620 - acc: 0.8543 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.3607 - acc: 0.8557 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.3607 - acc: 0.8533 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.3599 - acc: 0.8544 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.3592 - acc: 0.8553 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.3581 - acc: 0.8572 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.3583 - acc: 0.8556 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.3573 - acc: 0.8558 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.3572 - acc: 0.8557 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.3567 - acc: 0.8582 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.3559 - acc: 0.8574 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.3560 - acc: 0.8569 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.3554 - acc: 0.8585 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.3547 - acc: 0.8590 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.3540 - acc: 0.8590 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.3545 - acc: 0.8574 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.3540 - acc: 0.8583 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.3528 - acc: 0.8569 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.3536 - acc: 0.8572 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.3529 - acc: 0.8583 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.3525 - acc: 0.8601 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.3523 - acc: 0.8583 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.3519 - acc: 0.8582 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.3519 - acc: 0.8599 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.3523 - acc: 0.8582 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.3520 - acc: 0.8582 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.3517 - acc: 0.8600 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.3510 - acc: 0.8589 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.3514 - acc: 0.8590 - ETA: 0s - loss: 0.3613 - acc Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.3512 - acc: 0.8585 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.3506 - acc: 0.8592 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.3512 - acc: 0.8590 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.3501 - acc: 0.8612 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.3504 - acc: 0.8592 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.3501 - acc: 0.8596 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.3501 - acc: 0.8599 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.3495 - acc: 0.8597 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.3492 - acc: 0.8614 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.3500 - acc: 0.8583 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.3496 - acc: 0.8585 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.3489 - acc: 0.8606 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.3486 - acc: 0.8593 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.3486 - acc: 0.8593 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.3485 - acc: 0.8587 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.3481 - acc: 0.8594 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.3489 - acc: 0.8592 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.3479 - acc: 0.8581 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.3487 - acc: 0.8576 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.3478 - acc: 0.8586 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.3477 - acc: 0.8600 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.3474 - acc: 0.8587 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.3466 - acc: 0.8606 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3482 - acc: 0.8581 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3477 - acc: 0.8583 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3472 - acc: 0.8600 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3471 - acc: 0.8590 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3474 - acc: 0.8581 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3471 - acc: 0.8586 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3470 - acc: 0.8575 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3470 - acc: 0.8610 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3462 - acc: 0.8628 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3469 - acc: 0.8594 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3469 - acc: 0.8596 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3469 - acc: 0.8607 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3464 - acc: 0.8578 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3460 - acc: 0.8604 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3462 - acc: 0.8603 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3462 - acc: 0.8593 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3459 - acc: 0.8606 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3457 - acc: 0.8615 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3465 - acc: 0.8604 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3454 - acc: 0.8587 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3461 - acc: 0.8593 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3461 - acc: 0.8612 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3458 - acc: 0.8604 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8587 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3457 - acc: 0.8594 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3461 - acc: 0.8607 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3460 - acc: 0.8594 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3454 - acc: 0.8601 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8603 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3455 - acc: 0.8593 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3459 - acc: 0.8596 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8597 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8600 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8581 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3459 - acc: 0.8574 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8596 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3455 - acc: 0.8622 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8632 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8601 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8594 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8603 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8610 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8594 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8600 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8582 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8596 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3453 - acc: 0.8592 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3447 - acc: 0.8606 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3444 - acc: 0.8608 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8589 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8617 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8583 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3445 - acc: 0.8612 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8586 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3452 - acc: 0.8589 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8617 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8603 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8569 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8611 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3444 - acc: 0.8590 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3439 - acc: 0.8614 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3441 - acc: 0.8624 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8597 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8586 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8599 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8619 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8597 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8599 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8590 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8607 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8585 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3428 - acc: 0.8586 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3430 - acc: 0.8617 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8601 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3426 - acc: 0.8622 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3430 - acc: 0.8608 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8574 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8611 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8578 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8610 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8618 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8619 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8581 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8601 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8611 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8612 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8599 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8607 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8632 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8631 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8607 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8617 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8590 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8603 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8599 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8597 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8593 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8606 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8593 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8612 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8610 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8601 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8624 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8612 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8589 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8625 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8600 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8615 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8615 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8604 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8610 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8597 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8618 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8624 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8621 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8632 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8600 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8604 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8615 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8624 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8612 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8621 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8612 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8629 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8601 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8622 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8615 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8608 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8626 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8624 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8622 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8612 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8629 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8624 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8629 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8612 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8625 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8596 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8608 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8636 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8617 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8626 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8615 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8604 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8604 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8633 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8601 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8640 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8631 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8612 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8612 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8622 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8619 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3377 - acc: 0.8615 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8606 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8626 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8629 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8618 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8632 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8596 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8625 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8626 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8604 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3377 - acc: 0.8611 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8618 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8615 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3377 - acc: 0.8612 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8610 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8632 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8629 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8612 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8643 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8615 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8628 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8614 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8625 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8617 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8629 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8619 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8618 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8597 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8618 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8608 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8618 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8611 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8611 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8626 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8628 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8619 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8615 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8629 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8607 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8628 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8618 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8628 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8625 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8612 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8618 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8624 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8619 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8637 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8617 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8606 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8612 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8603 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8612 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8624 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8614 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8621 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8625 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8636 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8603 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8628 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8608 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8614 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8621 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8610 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8604 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8625 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8612 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8621 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8633 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8633 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8642 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8608 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8592 6900/7200 [===========================>..] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.5627 - acc: 0.7939 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4357 - acc: 0.7944 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4309 - acc: 0.7944 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4281 - acc: 0.7944 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4252 - acc: 0.7944 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4226 - acc: 0.7944 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4200 - acc: 0.8061 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4183 - acc: 0.8194 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4167 - acc: 0.8235 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.4154 - acc: 0.8261 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.4141 - acc: 0.8296 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.4133 - acc: 0.8294 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.4126 - acc: 0.8315 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.4120 - acc: 0.8317 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.4114 - acc: 0.8310 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.4108 - acc: 0.8328 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.4102 - acc: 0.8333 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.4096 - acc: 0.8317 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.4090 - acc: 0.8335 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.4083 - acc: 0.8325 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.4077 - acc: 0.8350 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.4074 - acc: 0.8357 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.4071 - acc: 0.8346 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.4067 - acc: 0.8346 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.4061 - acc: 0.8346 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.4059 - acc: 0.8342 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.4052 - acc: 0.8340 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.4052 - acc: 0.8354 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.4051 - acc: 0.8344 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8349 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.4047 - acc: 0.8346 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8357 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8350 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.4043 - acc: 0.8346 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8349 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8347 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8358 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8342 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8351 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8360 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8361 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8351 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8351 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8354 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8354 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8347 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8354 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8353 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8347 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8329 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8347 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8351 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8349 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8349 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8351 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8346 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8343 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8347 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8336 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8342 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8343 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8353 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8351 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8353 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8354 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8346 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8343 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8353 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8346 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8332 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8343 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8357 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8347 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8340 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8343 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8349 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8349 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8351 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8349 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8336 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8335 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8335 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8340 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8358 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8333 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8356 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8360 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8342 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8350 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8344 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8343 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8346 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8339 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8344 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8351 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8342 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8333 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8353 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8342 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8347 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8357 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8356 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8342 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8358 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8340 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8349 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8360 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8347 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8331 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8347 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8353 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8344 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8351 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8357 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8347 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8332 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8342 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8344 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8364 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8344 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8344 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8351 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8350 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8350 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8340 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8356 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8331 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8346 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8340 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8350 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8357 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8336 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8339 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8351 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8358 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8353 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8335 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8357 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8358 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8347 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8336 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8344 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8354 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8346 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8343 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8337 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8342 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8346 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8343 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8339 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8336 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8351 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8353 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8336 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8357 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8361 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8347 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8347 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8349 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8347 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8342 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8337 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8344 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8342 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8346 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8350 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8336 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8337 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8347 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8336 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8353 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8347 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8350 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8351 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8340 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8349 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8351 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8353 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8346 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8351 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8351 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8349 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8346 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8342 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8346 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8356 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8349 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8346 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8350 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8346 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8347 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8350 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8354 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8344 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8346 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8353 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8346 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8342 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8343 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8339 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8343 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8346 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8342 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8344 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8347 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8357 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8346 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8351 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8358 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8333 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8339 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8356 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8335 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8357 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8350 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8339 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8340 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8343 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8367 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8340 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8342 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8344 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8357 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8351 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8354 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8357 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8356 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8336 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8344 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8331 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8347 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8351 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8336 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8346 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8346 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8342 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8347 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8343 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8343 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8350 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8364 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8337 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8356 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8331 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8362 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8340 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8356 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8344 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8351 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8339 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8356 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8343 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8337 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8360 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8351 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8357 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8358 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8351 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8343 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8354 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8369 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8361 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8369 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8362 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8356 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8360 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8358 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8371 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8356 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8353 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8358 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8358 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8349 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8357 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8361 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8371 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8360 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8360 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8349 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8358 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8381 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8356 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8357 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8387 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8357 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8353 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8349 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8365 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8353 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8368 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8365 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8350 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8382 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8350 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8367 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8357 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8367 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8374 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8356 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8361 6200/7200 [========================>.....] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.5533 - acc: 0.7969 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4367 - acc: 0.7969 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4300 - acc: 0.7969 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4269 - acc: 0.7969 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4241 - acc: 0.7969 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4217 - acc: 0.8004 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4180 - acc: 0.8225 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4143 - acc: 0.8292 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4118 - acc: 0.8317 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.4095 - acc: 0.8319 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.4083 - acc: 0.8336 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.4064 - acc: 0.8339 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.4050 - acc: 0.8354 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8350 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8347 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8337 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8354 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8364 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8362 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8358 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8349 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8353 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8346 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8350 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8358 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8353 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8365 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8372 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8354 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8364 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8361 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8351 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8367 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8349 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8351 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8365 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8372 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8356 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8361 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8354 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8354 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8365 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8362 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8365 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8350 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8349 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8382 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8353 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8369 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8381 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8367 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8375 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8367 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8381 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8372 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8385 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8365 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8387 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8389 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8372 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8396 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8379 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8382 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8381 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8378 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8383 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8368 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8385 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.3915 - acc: 0.8365 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8396 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8383 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.3910 - acc: 0.8378 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8385 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8372 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3914 - acc: 0.8386 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3910 - acc: 0.8393 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3907 - acc: 0.8399 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8385 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8392 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3910 - acc: 0.8387 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3907 - acc: 0.8387 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8386 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3899 - acc: 0.8372 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3907 - acc: 0.8392 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3901 - acc: 0.8390 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8397 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8394 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3900 - acc: 0.8390 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3900 - acc: 0.8393 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3896 - acc: 0.8387 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3894 - acc: 0.8407 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3887 - acc: 0.8392 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3893 - acc: 0.8403 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3885 - acc: 0.8406 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3870 - acc: 0.8401 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3858 - acc: 0.8407 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3823 - acc: 0.8394 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3799 - acc: 0.8393 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3762 - acc: 0.8411 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3734 - acc: 0.8440 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3708 - acc: 0.8442 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3692 - acc: 0.8450 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3679 - acc: 0.8472 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3670 - acc: 0.8485 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3653 - acc: 0.8472 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3642 - acc: 0.8508 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3628 - acc: 0.8512 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3603 - acc: 0.8508 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3584 - acc: 0.8546 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3579 - acc: 0.8543 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3556 - acc: 0.8553 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3543 - acc: 0.8569 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3536 - acc: 0.8574 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3529 - acc: 0.8578 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3526 - acc: 0.8579 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3518 - acc: 0.8596 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3511 - acc: 0.8575 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3507 - acc: 0.8600 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3506 - acc: 0.8592 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3500 - acc: 0.8631 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3495 - acc: 0.8599 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3494 - acc: 0.8606 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3495 - acc: 0.8596 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3484 - acc: 0.8626 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3483 - acc: 0.8601 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3479 - acc: 0.8614 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3476 - acc: 0.8625 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3474 - acc: 0.8596 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3471 - acc: 0.8621 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3470 - acc: 0.8617 Epoch 131/300 7200/7200 [==============================] - ETA: 0s - loss: 0.3505 - acc: 0.858 - 0s - loss: 0.3471 - acc: 0.8601 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3463 - acc: 0.8618 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3468 - acc: 0.8601 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3464 - acc: 0.8603 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3463 - acc: 0.8612 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3457 - acc: 0.8606 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3457 - acc: 0.8610 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8614 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3452 - acc: 0.8597 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8601 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3453 - acc: 0.8603 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8618 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3454 - acc: 0.8640 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3447 - acc: 0.8622 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3444 - acc: 0.8621 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3444 - acc: 0.8637 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3445 - acc: 0.8619 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3445 - acc: 0.8614 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8629 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3439 - acc: 0.8631 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8596 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3441 - acc: 0.8622 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8624 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8629 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8603 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8621 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8612 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8612 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8618 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8608 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8614 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8628 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8604 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8611 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3425 - acc: 0.8618 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3426 - acc: 0.8614 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8612 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8610 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8619 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3430 - acc: 0.8626 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3425 - acc: 0.8625 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8612 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3428 - acc: 0.8618 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8610 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8628 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8626 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3420 - acc: 0.8610 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3422 - acc: 0.8618 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3425 - acc: 0.8619 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8624 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3423 - acc: 0.8612 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8629 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8619 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8615 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8626 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8621 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8631 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8626 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3423 - acc: 0.8625 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8612 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8631 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8626 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8622 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3423 - acc: 0.8599 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3414 - acc: 0.8626 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8635 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8628 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8629 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8610 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8618 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8607 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8622 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8618 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8606 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8618 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8615 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8631 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8629 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8614 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8624 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8625 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8621 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3414 - acc: 0.8639 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8612 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8621 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8611 Epoch 217/300 7200/7200 [==============================] - ETA: 0s - loss: 0.3436 - acc: 0.861 - 0s - loss: 0.3408 - acc: 0.8632 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8624 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8614 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8621 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8615 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8606 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8629 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8629 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8643 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8601 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8642 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8621 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8625 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8635 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8628 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8622 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8607 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8622 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8622 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8606 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8625 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8617 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8625 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8640 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8625 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8635 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8626 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8635 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8624 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8606 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8624 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8637 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8644 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8635 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8622 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8618 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8617 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8628 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8626 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8624 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8633 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8594 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8639 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8621 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8611 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8636 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8626 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8626 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8626 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8635 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8636 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8617 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8628 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8636 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8624 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8644 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8637 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8618 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8621 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8625 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8632 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8635 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8622 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8621 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8639 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8633 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8615 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8632 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8628 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8615 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8649 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8636 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8646 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8626 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8633 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8639 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8619 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8640 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8628 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8612 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8619 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8625 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8617 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8607 7200/7200 [==============================] - 0s Epoch 1/300 7200/7200 [==============================] - 1s - loss: 0.5546 - acc: 0.7962 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4330 - acc: 0.7963 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4259 - acc: 0.7962 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4219 - acc: 0.7963 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4185 - acc: 0.7989 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4164 - acc: 0.8232 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4153 - acc: 0.8251 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4140 - acc: 0.8290 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4128 - acc: 0.8312 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.4119 - acc: 0.8318 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.4113 - acc: 0.8331 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.4103 - acc: 0.8333 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.4094 - acc: 0.8339 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.4090 - acc: 0.8337 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.4083 - acc: 0.8353 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.4077 - acc: 0.8358 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.4074 - acc: 0.8340 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.4071 - acc: 0.8351 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.4064 - acc: 0.8356 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.4062 - acc: 0.8361 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.4052 - acc: 0.8358 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.4058 - acc: 0.8343 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.4054 - acc: 0.8349 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.4048 - acc: 0.8353 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.4046 - acc: 0.8371 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.4043 - acc: 0.8358 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8346 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8364 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8354 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8361 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8346 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8349 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8357 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8354 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8362 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8351 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8360 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8356 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8356 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8346 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8347 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8368 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8365 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8357 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8357 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8367 - ETA: 0s - loss: 0.3805 - Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8367 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8346 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8362 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8362 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8365 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8357 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8357 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8365 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8356 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8354 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8365 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8358 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8356 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8351 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8369 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8360 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8362 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8353 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8354 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8365 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8368 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8356 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8353 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8350 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8357 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8354 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8362 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8360 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8357 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8361 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8349 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8365 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8354 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8356 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8364 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8347 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8346 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8364 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8350 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8357 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8351 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8365 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8353 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8342 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8347 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8343 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8347 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8351 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8371 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8340 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8367 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8347 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8354 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8361 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8353 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8358 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8354 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8362 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8331 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8364 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8346 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8351 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8357 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8346 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8357 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8344 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8354 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8367 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8365 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8371 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8367 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8356 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8364 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8357 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8354 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8371 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8343 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8361 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8364 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8372 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8360 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8349 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8371 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8358 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8369 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8365 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8379 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8372 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8368 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8372 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8383 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8356 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8375 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8353 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8350 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8356 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8369 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8368 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8358 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8360 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8364 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8362 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8361 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8347 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8368 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8381 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8347 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8361 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8381 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8361 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8349 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8369 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8368 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8368 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8375 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8375 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8357 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8357 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8356 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8343 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8371 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8362 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8367 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8362 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8353 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8347 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8369 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8354 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8365 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8379 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8362 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8367 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8365 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8356 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8364 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8364 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8349 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8358 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8382 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8354 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8367 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8364 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8369 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8369 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8358 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8360 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8367 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8351 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8353 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8365 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8353 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8357 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8362 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8369 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8358 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8367 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8340 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8375 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8367 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8353 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8372 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8364 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8362 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8358 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8365 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8372 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8368 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8365 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8357 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8351 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8378 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8358 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8361 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8369 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8351 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8365 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8350 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8374 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8354 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8354 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8361 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8364 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8372 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8343 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8376 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8367 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8367 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8354 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8353 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8357 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8354 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8367 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8368 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8364 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8367 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8365 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8365 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8374 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8351 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8360 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8381 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8360 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8364 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8368 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8351 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8357 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8367 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8360 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8371 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8378 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8354 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8372 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8364 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8362 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8356 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8368 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8368 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8354 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8357 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8369 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8365 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8362 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8354 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8353 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8361 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8369 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8333 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8364 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8372 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8362 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8381 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8365 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8368 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8357 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8367 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8372 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8360 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8354 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8365 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8369 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8360 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8357 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8371 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8346 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8376 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8362 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8372 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8372 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8356 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8356 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8371 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8364 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8364 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8367 - ETA: 0s - loss: 0.3738 - a 6525/7200 [==========================>...] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.5681 - acc: 0.7950 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4332 - acc: 0.7957 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4276 - acc: 0.7957 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4242 - acc: 0.7957 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4204 - acc: 0.7957 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4175 - acc: 0.7972 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4153 - acc: 0.8156 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4137 - acc: 0.8250 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4123 - acc: 0.8296 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.4107 - acc: 0.8310 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.4095 - acc: 0.8332 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.4086 - acc: 0.8340 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.4076 - acc: 0.8361 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.4065 - acc: 0.8361 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.4059 - acc: 0.8375 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.4057 - acc: 0.8375 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.4046 - acc: 0.8369 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.4040 - acc: 0.8371 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8371 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8365 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8385 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8360 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8371 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8375 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8376 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8375 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8375 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8379 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8379 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8385 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8383 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8383 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8394 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8390 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8397 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8390 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8394 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8390 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8394 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8404 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8387 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8386 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8378 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8386 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8392 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8387 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8382 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8392 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8401 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8386 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8387 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8403 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8382 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8401 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8389 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8383 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8396 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8381 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8390 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8382 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8396 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8394 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8386 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8390 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8387 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8396 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8382 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8376 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8390 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8396 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8379 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8399 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8397 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8392 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8387 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8396 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8390 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8394 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8393 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8396 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8400 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8396 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8408 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8396 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8417 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8404 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8397 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8407 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8397 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8407 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8401 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8397 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8403 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8399 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8404 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8397 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8401 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8394 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8385 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8404 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8408 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8394 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8399 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8393 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8411 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8406 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8415 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8407 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8404 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8411 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8403 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8401 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8396 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8394 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8400 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8397 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8403 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8396 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8403 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8419 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8399 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8410 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8411 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8418 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8399 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8407 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8399 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8400 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8403 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8403 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8411 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8426 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8417 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8408 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8403 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3911 - acc: 0.8410 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8404 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8392 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3915 - acc: 0.8411 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8403 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8415 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8400 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8399 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3915 - acc: 0.8412 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8410 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8407 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3915 - acc: 0.8401 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3911 - acc: 0.8401 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8404 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8404 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8407 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8411 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8417 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8406 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8406 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8407 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3911 - acc: 0.8400 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3914 - acc: 0.8407 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3914 - acc: 0.8394 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8394 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8397 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3909 - acc: 0.8403 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3910 - acc: 0.8406 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3908 - acc: 0.8403 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8408 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8403 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3908 - acc: 0.8399 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3914 - acc: 0.8400 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8399 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8399 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3911 - acc: 0.8414 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8411 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8410 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3909 - acc: 0.8399 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8396 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3910 - acc: 0.8418 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3915 - acc: 0.8414 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3911 - acc: 0.8410 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3909 - acc: 0.8397 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3910 - acc: 0.8406 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3906 - acc: 0.8410 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3911 - acc: 0.8410 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3911 - acc: 0.8404 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3909 - acc: 0.8408 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3907 - acc: 0.8415 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8400 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3909 - acc: 0.8396 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8414 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8396 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3911 - acc: 0.8406 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3908 - acc: 0.8410 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3911 - acc: 0.8387 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3908 - acc: 0.8403 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3907 - acc: 0.8404 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8396 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3910 - acc: 0.8406 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3911 - acc: 0.8407 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3909 - acc: 0.8401 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3910 - acc: 0.8403 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3909 - acc: 0.8406 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3907 - acc: 0.8407 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3909 - acc: 0.8400 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3910 - acc: 0.8404 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3906 - acc: 0.8412 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3909 - acc: 0.8411 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3910 - acc: 0.8399 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3910 - acc: 0.8410 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3908 - acc: 0.8406 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3906 - acc: 0.8406 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3907 - acc: 0.8389 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3907 - acc: 0.8408 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3907 - acc: 0.8404 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3908 - acc: 0.8412 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8387 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8406 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3906 - acc: 0.8397 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3906 - acc: 0.8401 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3908 - acc: 0.8417 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3906 - acc: 0.8415 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3909 - acc: 0.8406 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8410 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3909 - acc: 0.8399 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8421 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3909 - acc: 0.8403 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3907 - acc: 0.8410 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8390 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8406 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3906 - acc: 0.8396 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8403 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3906 - acc: 0.8401 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8407 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3907 - acc: 0.8397 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8407 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3909 - acc: 0.8412 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8407 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8415 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8399 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3907 - acc: 0.8401 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3901 - acc: 0.8411 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8404 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3910 - acc: 0.8401 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3909 - acc: 0.8399 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8400 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8417 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8428 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3906 - acc: 0.8421 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8390 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3900 - acc: 0.8414 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8397 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8412 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3907 - acc: 0.8406 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8407 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8407 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8419 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8399 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8412 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8400 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8406 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8406 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8410 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8414 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3906 - acc: 0.8412 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3906 - acc: 0.8404 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3901 - acc: 0.8403 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8399 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8408 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8407 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8415 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8414 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8407 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3899 - acc: 0.8415 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3909 - acc: 0.8412 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8396 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3901 - acc: 0.8410 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8393 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3901 - acc: 0.8404 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8418 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8400 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3901 - acc: 0.8407 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8399 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8410 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8408 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8410 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3901 - acc: 0.8404 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3899 - acc: 0.8393 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8406 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8408 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8401 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3901 - acc: 0.8415 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3901 - acc: 0.8406 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8411 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8407 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8406 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8403 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3900 - acc: 0.8418 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3900 - acc: 0.8401 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3901 - acc: 0.8411 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8414 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3898 - acc: 0.8404 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8400 6300/7200 [=========================>....] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.5432 - acc: 0.7961 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4358 - acc: 0.7961 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4302 - acc: 0.7961 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4279 - acc: 0.7961 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4248 - acc: 0.7961 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4222 - acc: 0.8013 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4208 - acc: 0.8192 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4193 - acc: 0.8217 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4185 - acc: 0.8249 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.4171 - acc: 0.8286 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.4163 - acc: 0.8262 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.4155 - acc: 0.8293 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.4146 - acc: 0.8289 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.4139 - acc: 0.8300 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.4133 - acc: 0.8303 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.4126 - acc: 0.8326 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.4120 - acc: 0.8317 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.4116 - acc: 0.8333 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.4111 - acc: 0.8332 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.4106 - acc: 0.8332 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.4100 - acc: 0.8331 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.4099 - acc: 0.8337 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.4094 - acc: 0.8335 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.4094 - acc: 0.8335 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.4087 - acc: 0.8329 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.4084 - acc: 0.8344 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.4085 - acc: 0.8325 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.4082 - acc: 0.8329 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.4074 - acc: 0.8332 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.4079 - acc: 0.8336 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.4073 - acc: 0.8340 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.4072 - acc: 0.8337 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.4068 - acc: 0.8353 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.4066 - acc: 0.8351 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.4065 - acc: 0.8343 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.4061 - acc: 0.8332 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.4061 - acc: 0.8349 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.4059 - acc: 0.8340 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.4054 - acc: 0.8351 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.4056 - acc: 0.8344 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.4052 - acc: 0.8350 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.4054 - acc: 0.8350 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.4050 - acc: 0.8360 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.4051 - acc: 0.8346 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.4050 - acc: 0.8347 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.4047 - acc: 0.8365 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.4045 - acc: 0.8349 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8356 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.4045 - acc: 0.8354 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8356 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.8356 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8356 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.8346 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8361 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.4039 - acc: 0.8364 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8350 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8364 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.4036 - acc: 0.8349 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8343 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8344 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8361 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.4036 - acc: 0.8336 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8347 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8351 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8357 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8340 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8343 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8372 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8361 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8350 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8353 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8354 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8358 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8362 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8354 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8367 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8356 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8362 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8353 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8344 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8346 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8349 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8356 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8360 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8372 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8356 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8342 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8353 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8356 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8350 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8350 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8344 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8367 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8351 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8343 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8344 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8378 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8350 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8356 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8340 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8357 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8331 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8350 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8351 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8368 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8350 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8337 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8364 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8331 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8349 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8350 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8340 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8357 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8360 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8360 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8354 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8339 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8349 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8342 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8342 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8342 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8342 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8357 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8342 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8349 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8344 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8351 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8336 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8351 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8343 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8368 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8337 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8362 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8374 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8347 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8347 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8353 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8361 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8350 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8351 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8337 - ETA: 0s - loss: 0.3883 - acc: Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8356 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8336 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8356 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8356 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8336 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8349 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8346 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8353 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8351 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8349 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8353 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8342 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8351 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8354 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8353 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8339 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8324 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8322 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8357 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8350 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8350 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8362 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8353 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8358 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8336 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8342 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8353 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8356 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8346 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8357 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8343 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8362 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8347 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8349 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8344 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8357 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8357 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8347 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8344 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8350 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8350 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8343 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8340 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8339 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8347 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8356 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8332 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8331 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8358 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8358 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8344 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8331 - ETA: 0s - loss: 0.3656 - ac Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8347 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8368 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8346 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8350 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8342 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8351 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8351 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8354 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8350 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8350 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8335 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8344 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8353 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8344 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8361 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8342 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8346 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8350 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8344 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8354 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8339 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8347 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8333 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8358 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8350 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8360 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8351 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8360 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8360 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8361 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8349 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8367 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8346 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8356 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8343 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8347 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8346 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8344 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8353 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8354 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8344 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8336 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8326 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8360 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8354 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8351 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8343 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8350 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8344 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8360 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8349 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8346 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8333 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8346 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8347 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8372 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8337 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8351 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8346 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8350 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8350 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8353 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8343 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8354 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8342 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8357 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8351 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8346 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8346 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8351 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8335 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8343 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8339 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8353 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8368 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8340 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8344 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8350 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8356 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8350 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8347 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8346 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8360 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8365 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8343 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8342 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8356 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8362 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8346 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8343 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8351 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8343 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8349 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8351 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8342 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8351 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8340 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8360 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8346 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8343 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8343 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8353 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8347 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8356 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8339 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8360 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8331 6450/7200 [=========================>....] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.6242 - acc: 0.7965 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4775 - acc: 0.7971 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4384 - acc: 0.7971 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4255 - acc: 0.8008 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4143 - acc: 0.8092 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8144 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8174 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.3810 - acc: 0.8297 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.3712 - acc: 0.8468 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.3634 - acc: 0.8522 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.3572 - acc: 0.8560 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.3530 - acc: 0.8569 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.3499 - acc: 0.8592 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.3482 - acc: 0.8589 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.3465 - acc: 0.8624 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.3453 - acc: 0.8612 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8619 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8618 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.3426 - acc: 0.8615 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.3423 - acc: 0.8614 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8604 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8606 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8611 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8624 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8621 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8600 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8597 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8631 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8614 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8606 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8629 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8596 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8614 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8612 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8625 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8607 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8619 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8632 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8622 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8629 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8624 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8632 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8618 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8628 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8637 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8624 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8626 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8633 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8646 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8619 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8646 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8643 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8629 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8631 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8646 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8642 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8624 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8636 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8633 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8654 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8629 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.3351 - acc: 0.8651 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8647 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.3351 - acc: 0.8626 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.3351 - acc: 0.8643 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8642 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8637 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8647 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.3351 - acc: 0.8646 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8632 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8642 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8642 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.3347 - acc: 0.8639 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.3351 - acc: 0.8642 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3345 - acc: 0.8647 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3346 - acc: 0.8637 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3345 - acc: 0.8656 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3346 - acc: 0.8642 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3346 - acc: 0.8651 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3344 - acc: 0.8647 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8643 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8636 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3346 - acc: 0.8632 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3344 - acc: 0.8647 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3345 - acc: 0.8646 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3346 - acc: 0.8644 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8642 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3347 - acc: 0.8642 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3345 - acc: 0.8653 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3343 - acc: 0.8647 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3346 - acc: 0.8649 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8649 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3343 - acc: 0.8660 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3344 - acc: 0.8640 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3343 - acc: 0.8636 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3343 - acc: 0.8636 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3343 - acc: 0.8642 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3341 - acc: 0.8642 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8654 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8657 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8649 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8646 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8632 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8633 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8651 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8628 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3341 - acc: 0.8636 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8647 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8639 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8635 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8642 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3336 - acc: 0.8647 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8647 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8643 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8624 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8632 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8643 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3336 - acc: 0.8647 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8632 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8633 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8635 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8631 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3336 - acc: 0.8649 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8643 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8633 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3336 - acc: 0.8635 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8647 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3328 - acc: 0.8657 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8649 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8642 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8636 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8639 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8640 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3333 - acc: 0.8640 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3333 - acc: 0.8650 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3330 - acc: 0.8647 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3331 - acc: 0.8640 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3333 - acc: 0.8642 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8628 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3332 - acc: 0.8646 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3330 - acc: 0.8635 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8639 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3332 - acc: 0.8635 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3332 - acc: 0.8647 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3329 - acc: 0.8637 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8642 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3330 - acc: 0.8635 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3325 - acc: 0.8640 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3333 - acc: 0.8637 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3328 - acc: 0.8628 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3331 - acc: 0.8640 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3331 - acc: 0.8646 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3326 - acc: 0.8646 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3331 - acc: 0.8637 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3331 - acc: 0.8650 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8621 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3328 - acc: 0.8631 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3329 - acc: 0.8646 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3329 - acc: 0.8637 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3330 - acc: 0.8639 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3330 - acc: 0.8637 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3330 - acc: 0.8639 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3329 - acc: 0.8647 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3329 - acc: 0.8633 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8646 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3325 - acc: 0.8644 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8642 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3325 - acc: 0.8624 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3328 - acc: 0.8639 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8640 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8637 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3329 - acc: 0.8642 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8644 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3330 - acc: 0.8631 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8647 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8640 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3325 - acc: 0.8660 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8639 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3326 - acc: 0.8629 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3320 - acc: 0.8625 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8629 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8643 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3326 - acc: 0.8633 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8653 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8633 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8644 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8653 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3325 - acc: 0.8636 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8639 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8636 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8639 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8636 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8650 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3325 - acc: 0.8643 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3326 - acc: 0.8633 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3325 - acc: 0.8639 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8629 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3328 - acc: 0.8642 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8632 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3325 - acc: 0.8632 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8640 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8637 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8651 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8647 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8629 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8628 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8636 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8626 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8651 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3326 - acc: 0.8640 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8639 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3326 - acc: 0.8650 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8642 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8637 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8628 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3325 - acc: 0.8624 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8646 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8656 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8636 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8637 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8629 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8628 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8637 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3325 - acc: 0.8654 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8633 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8637 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8642 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8644 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8636 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3320 - acc: 0.8643 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8639 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3325 - acc: 0.8640 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8647 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8632 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8635 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8626 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8654 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8646 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3320 - acc: 0.8636 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3320 - acc: 0.8650 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8642 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8636 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8650 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8639 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8660 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8642 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8643 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8640 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8651 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8651 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8651 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8651 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8640 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3320 - acc: 0.8642 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8660 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8639 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8632 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8640 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3326 - acc: 0.8642 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8642 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8631 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3320 - acc: 0.8647 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8632 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8651 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8644 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8653 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8646 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8636 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8631 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8657 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8653 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8640 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8636 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8642 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8636 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8642 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8636 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3320 - acc: 0.8649 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3320 - acc: 0.8646 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8639 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3314 - acc: 0.8650 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8642 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8650 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8650 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8657 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8644 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8629 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8657 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8639 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3320 - acc: 0.8621 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3320 - acc: 0.8649 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8633 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8640 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8636 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8651 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8640 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8643 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8635 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8649 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8632 5875/7200 [=======================>......] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.6277 - acc: 0.7957 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4838 - acc: 0.7967 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4399 - acc: 0.7967 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4292 - acc: 0.7964 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4251 - acc: 0.8087 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4220 - acc: 0.8174 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4194 - acc: 0.8222 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4172 - acc: 0.8265 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4153 - acc: 0.8261 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.4136 - acc: 0.8293 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.4120 - acc: 0.8287 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.4108 - acc: 0.8311 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.4096 - acc: 0.8301 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.4084 - acc: 0.8312 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.4073 - acc: 0.8324 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.4064 - acc: 0.8331 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.4056 - acc: 0.8326 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.4047 - acc: 0.8342 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8333 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8335 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8349 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8347 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8349 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8361 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8356 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8351 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8361 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8353 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8358 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8362 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8365 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8379 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8376 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8368 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8392 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8379 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8381 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8376 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8378 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8387 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8382 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8387 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8379 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8374 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8385 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8372 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8389 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8378 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8374 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8385 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8382 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8382 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8379 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8376 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8365 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8399 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8386 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8393 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8390 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8381 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8383 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8378 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8389 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8390 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8393 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8396 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8394 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8389 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8394 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8385 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8404 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8372 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8389 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8394 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8383 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8389 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8385 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8400 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8399 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8385 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8389 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8393 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8393 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8387 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8392 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8381 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8390 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8387 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8392 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8404 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8393 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8401 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8401 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8411 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8408 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8415 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8404 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3914 - acc: 0.8396 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3911 - acc: 0.8425 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3910 - acc: 0.8417 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8407 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8414 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3901 - acc: 0.8417 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3897 - acc: 0.8412 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3894 - acc: 0.8414 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3891 - acc: 0.8415 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3885 - acc: 0.8418 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8408 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3880 - acc: 0.8422 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8424 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8421 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3869 - acc: 0.8418 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3863 - acc: 0.8425 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3857 - acc: 0.8422 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3853 - acc: 0.8425 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3845 - acc: 0.8407 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3840 - acc: 0.8431 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3832 - acc: 0.8422 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3823 - acc: 0.8437 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3817 - acc: 0.8443 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3810 - acc: 0.8425 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3797 - acc: 0.8447 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3789 - acc: 0.8454 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3778 - acc: 0.8469 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3763 - acc: 0.8457 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3753 - acc: 0.8474 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3738 - acc: 0.8481 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3719 - acc: 0.8482 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3698 - acc: 0.8497 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3686 - acc: 0.8481 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3674 - acc: 0.8489 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3661 - acc: 0.8503 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3644 - acc: 0.8521 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3631 - acc: 0.8510 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3620 - acc: 0.8529 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3601 - acc: 0.8531 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3596 - acc: 0.8537 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3577 - acc: 0.8540 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3564 - acc: 0.8554 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3553 - acc: 0.8561 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3540 - acc: 0.8569 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3528 - acc: 0.8587 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3520 - acc: 0.8578 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3505 - acc: 0.8581 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3496 - acc: 0.8593 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3491 - acc: 0.8590 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3476 - acc: 0.8599 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3475 - acc: 0.8608 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3460 - acc: 0.8583 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3447 - acc: 0.8619 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8624 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8604 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8612 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8611 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3423 - acc: 0.8603 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8629 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8632 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8621 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8626 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8619 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8618 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8622 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8596 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8628 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8628 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8628 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8625 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8624 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8619 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8621 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8646 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8621 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8610 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8624 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8639 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8622 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8624 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8640 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8629 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8633 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8643 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8639 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8649 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8633 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8651 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8650 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8614 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8624 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8639 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8631 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8640 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8625 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8637 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8624 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8635 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8637 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8646 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8624 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8625 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8636 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8624 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8650 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8625 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8633 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8653 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8642 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8631 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8636 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8614 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8617 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8637 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8664 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8640 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8632 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8643 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8624 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8636 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8654 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8653 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8628 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8626 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8637 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8615 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8644 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8635 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8636 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8632 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8637 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8637 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8649 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8628 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8619 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8640 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8635 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8610 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8642 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8635 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8644 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8647 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8636 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8618 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8631 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8639 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8636 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8651 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8631 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8626 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8639 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8635 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8632 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8642 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8640 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8643 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8626 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8636 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8624 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8629 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8635 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8637 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8651 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8649 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8614 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8643 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8644 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8631 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8629 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8622 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8633 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8636 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8654 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8643 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8646 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8635 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8635 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8626 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8633 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8624 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8637 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8651 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8631 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8636 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8633 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8654 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8651 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8637 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8636 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3353 - acc: 0.8625 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8639 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8633 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8633 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8660 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8639 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8637 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8643 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8636 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8642 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8631 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8637 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8637 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8647 5700/7200 [======================>.......] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.5818 - acc: 0.7946 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4430 - acc: 0.7956 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4278 - acc: 0.7956 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4226 - acc: 0.7956 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4181 - acc: 0.7956 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4132 - acc: 0.7956 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4082 - acc: 0.8176 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8256 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8275 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8283 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8292 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.3849 - acc: 0.8332 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.3811 - acc: 0.8374 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.3783 - acc: 0.8422 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.3749 - acc: 0.8446 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.3725 - acc: 0.8469 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.3705 - acc: 0.8500 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.3690 - acc: 0.8490 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.3670 - acc: 0.8503 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.3655 - acc: 0.8522 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.3643 - acc: 0.8499 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.3632 - acc: 0.8519 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.3616 - acc: 0.8504 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.3611 - acc: 0.8521 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.3598 - acc: 0.8526 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.3596 - acc: 0.8531 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.3587 - acc: 0.8537 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.3579 - acc: 0.8536 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.3572 - acc: 0.8542 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.3568 - acc: 0.8519 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.3564 - acc: 0.8543 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.3556 - acc: 0.8554 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.3547 - acc: 0.8539 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.3553 - acc: 0.8528 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.3542 - acc: 0.8560 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.3537 - acc: 0.8551 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.3536 - acc: 0.8532 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.3529 - acc: 0.8551 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.3530 - acc: 0.8571 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.3530 - acc: 0.8574 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.3525 - acc: 0.8557 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.3522 - acc: 0.8556 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.3528 - acc: 0.8564 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.3521 - acc: 0.8571 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.3521 - acc: 0.8557 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.3520 - acc: 0.8574 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.3509 - acc: 0.8576 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.3520 - acc: 0.8579 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.3508 - acc: 0.8578 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.3509 - acc: 0.8557 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.3508 - acc: 0.8551 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.3510 - acc: 0.8564 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.3501 - acc: 0.8593 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.3508 - acc: 0.8575 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.3508 - acc: 0.8567 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.3504 - acc: 0.8574 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.3502 - acc: 0.8560 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.3503 - acc: 0.8571 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.3489 - acc: 0.8560 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.3497 - acc: 0.8572 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.3503 - acc: 0.8567 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.3496 - acc: 0.8553 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.3497 - acc: 0.8576 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.3494 - acc: 0.8564 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.3486 - acc: 0.8582 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.3492 - acc: 0.8543 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.3492 - acc: 0.8567 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.3487 - acc: 0.8575 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.3481 - acc: 0.8589 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.3483 - acc: 0.8567 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.3492 - acc: 0.8569 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.3482 - acc: 0.8553 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.3483 - acc: 0.8565 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.3482 - acc: 0.8579 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3485 - acc: 0.8528 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3491 - acc: 0.8547 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3485 - acc: 0.8554 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3485 - acc: 0.8572 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3486 - acc: 0.8575 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3490 - acc: 0.8562 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3479 - acc: 0.8571 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3480 - acc: 0.8564 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3482 - acc: 0.8575 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3482 - acc: 0.8578 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3485 - acc: 0.8557 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3474 - acc: 0.8558 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3477 - acc: 0.8585 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3480 - acc: 0.8593 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3482 - acc: 0.8565 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3474 - acc: 0.8568 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3477 - acc: 0.8574 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3479 - acc: 0.8575 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3474 - acc: 0.8578 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3477 - acc: 0.8568 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3475 - acc: 0.8565 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3469 - acc: 0.8547 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3466 - acc: 0.8554 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3472 - acc: 0.8589 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3472 - acc: 0.8589 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3471 - acc: 0.8571 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3467 - acc: 0.8564 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3470 - acc: 0.8558 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3463 - acc: 0.8586 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3463 - acc: 0.8579 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3474 - acc: 0.8581 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3471 - acc: 0.8587 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3465 - acc: 0.8551 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3461 - acc: 0.8578 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3467 - acc: 0.8589 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3465 - acc: 0.8586 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3465 - acc: 0.8544 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3471 - acc: 0.8553 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3470 - acc: 0.8553 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3470 - acc: 0.8578 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3471 - acc: 0.8571 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3463 - acc: 0.8561 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3467 - acc: 0.8576 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3457 - acc: 0.8561 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3468 - acc: 0.8574 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8596 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3463 - acc: 0.8567 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3463 - acc: 0.8579 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3464 - acc: 0.8586 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3460 - acc: 0.8590 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3457 - acc: 0.8585 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3463 - acc: 0.8587 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3461 - acc: 0.8558 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3466 - acc: 0.8568 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3472 - acc: 0.8581 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3460 - acc: 0.8578 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3462 - acc: 0.8576 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3457 - acc: 0.8576 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3461 - acc: 0.8576 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3453 - acc: 0.8574 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3462 - acc: 0.8579 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3457 - acc: 0.8564 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3462 - acc: 0.8549 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3461 - acc: 0.8592 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8571 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3457 - acc: 0.8556 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3455 - acc: 0.8581 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3462 - acc: 0.8578 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3459 - acc: 0.8581 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3457 - acc: 0.8574 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8575 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8579 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3458 - acc: 0.8564 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3460 - acc: 0.8564 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8592 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3461 - acc: 0.8581 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3458 - acc: 0.8592 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3462 - acc: 0.8553 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8574 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3457 - acc: 0.8578 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8567 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3460 - acc: 0.8590 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3445 - acc: 0.8565 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3452 - acc: 0.8587 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3459 - acc: 0.8575 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8590 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8597 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3459 - acc: 0.8575 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3455 - acc: 0.8581 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3460 - acc: 0.8583 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3455 - acc: 0.8582 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8594 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3445 - acc: 0.8583 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8567 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3457 - acc: 0.8572 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8561 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8578 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3458 - acc: 0.8578 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8601 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3445 - acc: 0.8589 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8575 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3447 - acc: 0.8599 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8561 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3447 - acc: 0.8564 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3452 - acc: 0.8582 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3454 - acc: 0.8576 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8565 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3445 - acc: 0.8576 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8574 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8574 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8576 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3455 - acc: 0.8578 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3447 - acc: 0.8603 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3453 - acc: 0.8579 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3444 - acc: 0.8583 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3453 - acc: 0.8589 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3444 - acc: 0.8599 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8578 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8581 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8585 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8569 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8576 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3445 - acc: 0.8578 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8574 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8608 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8576 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8587 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3441 - acc: 0.8578 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8571 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8586 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3441 - acc: 0.8574 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3454 - acc: 0.8576 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8567 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3445 - acc: 0.8593 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8585 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8574 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8610 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8587 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8575 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8586 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3445 - acc: 0.8567 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8572 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8590 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8585 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8562 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3444 - acc: 0.8593 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8576 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8575 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8583 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8585 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8574 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8586 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3447 - acc: 0.8587 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8572 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8583 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8593 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8583 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3444 - acc: 0.8582 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3447 - acc: 0.8576 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8590 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8581 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8594 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8597 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3445 - acc: 0.8572 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3439 - acc: 0.8562 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8572 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8569 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3444 - acc: 0.8572 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3441 - acc: 0.8581 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8574 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3439 - acc: 0.8590 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3445 - acc: 0.8583 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8608 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8606 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3444 - acc: 0.8578 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8579 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3444 - acc: 0.8590 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8579 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8587 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3439 - acc: 0.8575 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3441 - acc: 0.8590 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8578 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8594 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3439 - acc: 0.8576 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8582 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3445 - acc: 0.8604 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3439 - acc: 0.8594 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3439 - acc: 0.8579 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8574 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8576 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8575 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8572 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8574 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3441 - acc: 0.8593 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8579 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3441 - acc: 0.8587 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8561 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8610 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8581 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8578 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8587 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3444 - acc: 0.8575 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8579 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8593 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8597 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8590 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8601 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3441 - acc: 0.8574 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3430 - acc: 0.8587 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8606 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8554 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8581 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8578 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8589 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8586 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8582 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8569 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8587 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8604 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8587 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8593 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8592 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8592 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8587 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8585 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8589 6025/7200 [========================>.....] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.6045 - acc: 0.7958 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4557 - acc: 0.7975 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4303 - acc: 0.7975 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4226 - acc: 0.7975 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4181 - acc: 0.7975 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4143 - acc: 0.7975 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4102 - acc: 0.7975 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4054 - acc: 0.7976 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8235 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8303 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8317 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.3818 - acc: 0.8321 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.3768 - acc: 0.8396 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.3729 - acc: 0.8429 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.3696 - acc: 0.8467 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.3669 - acc: 0.8467 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.3641 - acc: 0.8497 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.3625 - acc: 0.8507 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.3609 - acc: 0.8508 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.3595 - acc: 0.8521 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.3584 - acc: 0.8540 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.3571 - acc: 0.8539 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.3557 - acc: 0.8553 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.3542 - acc: 0.8556 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.3529 - acc: 0.8556 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.3520 - acc: 0.8564 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.3504 - acc: 0.8586 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.3494 - acc: 0.8581 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.3487 - acc: 0.8583 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.3482 - acc: 0.8607 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.3472 - acc: 0.8597 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.3463 - acc: 0.8590 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8587 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.3454 - acc: 0.8600 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8601 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8594 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8600 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8604 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.3425 - acc: 0.8599 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8601 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8603 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8596 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8593 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8611 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8617 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8626 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8619 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8622 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8631 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8615 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8610 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8647 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8610 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8612 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8592 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8629 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8618 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8612 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8618 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8624 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8631 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8629 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8625 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8607 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8640 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8624 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8643 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8629 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8614 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8625 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8650 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8621 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8631 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8653 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8618 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8637 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8621 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8633 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8624 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8642 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8640 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3351 - acc: 0.8635 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8643 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8635 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8632 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8631 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3343 - acc: 0.8649 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8640 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8643 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8637 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8626 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3345 - acc: 0.8661 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8637 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3345 - acc: 0.8628 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8628 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3343 - acc: 0.8633 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8624 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3344 - acc: 0.8608 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8636 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8611 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8622 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3345 - acc: 0.8639 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8621 Epoch 104/300 7200/7200 [==============================] - ETA: 0s - loss: 0.3362 - acc: 0.864 - 0s - loss: 0.3335 - acc: 0.8650 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3345 - acc: 0.8618 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8639 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8649 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3333 - acc: 0.8632 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3336 - acc: 0.8632 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8631 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3341 - acc: 0.8633 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8636 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3330 - acc: 0.8624 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3331 - acc: 0.8626 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8615 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8639 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8625 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3330 - acc: 0.8639 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3332 - acc: 0.8624 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3332 - acc: 0.8625 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3331 - acc: 0.8629 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3329 - acc: 0.8637 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3330 - acc: 0.8646 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8632 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3330 - acc: 0.8622 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3332 - acc: 0.8637 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8646 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3330 - acc: 0.8639 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3325 - acc: 0.8656 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3328 - acc: 0.8617 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8635 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8628 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3328 - acc: 0.8632 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8618 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3326 - acc: 0.8639 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8632 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3329 - acc: 0.8624 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8661 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8640 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8625 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8619 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3320 - acc: 0.8653 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8629 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8628 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8636 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8636 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3315 - acc: 0.8644 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3313 - acc: 0.8646 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3315 - acc: 0.8633 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8622 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3316 - acc: 0.8633 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3307 - acc: 0.8643 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3314 - acc: 0.8635 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8631 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3314 - acc: 0.8622 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8644 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8640 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3314 - acc: 0.8635 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8640 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3316 - acc: 0.8635 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8639 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8633 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3304 - acc: 0.8653 - ETA: 0s - loss: 0.3381 - acc: Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3315 - acc: 0.8662 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3314 - acc: 0.8631 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3312 - acc: 0.8640 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8668 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3315 - acc: 0.8653 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3314 - acc: 0.8650 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3301 - acc: 0.8649 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3308 - acc: 0.8647 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3314 - acc: 0.8617 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8635 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3302 - acc: 0.8631 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3313 - acc: 0.8642 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8633 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3312 - acc: 0.8635 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3307 - acc: 0.8635 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8643 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3308 - acc: 0.8644 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3305 - acc: 0.8639 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3304 - acc: 0.8640 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8639 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3312 - acc: 0.8643 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3306 - acc: 0.8653 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3312 - acc: 0.8643 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3300 - acc: 0.8660 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8642 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8656 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3308 - acc: 0.8631 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3302 - acc: 0.8656 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8633 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8639 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3305 - acc: 0.8639 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3303 - acc: 0.8656 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3309 - acc: 0.8628 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3305 - acc: 0.8662 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3306 - acc: 0.8636 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3306 - acc: 0.8637 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8610 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3305 - acc: 0.8640 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3302 - acc: 0.8635 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8625 Epoch 204/300 7200/7200 [==============================] - ETA: 0s - loss: 0.3313 - acc: 0.861 - 0s - loss: 0.3309 - acc: 0.8624 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3300 - acc: 0.8636 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3306 - acc: 0.8658 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8628 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3307 - acc: 0.8647 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3295 - acc: 0.8633 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3307 - acc: 0.8640 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3307 - acc: 0.8618 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3308 - acc: 0.8637 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8635 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3305 - acc: 0.8631 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3305 - acc: 0.8640 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8636 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8640 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8647 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3302 - acc: 0.8647 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8646 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8646 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3303 - acc: 0.8647 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3300 - acc: 0.8635 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8617 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8637 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3294 - acc: 0.8628 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3301 - acc: 0.8633 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3295 - acc: 0.8639 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3303 - acc: 0.8629 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3307 - acc: 0.8640 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8618 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3302 - acc: 0.8617 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3302 - acc: 0.8637 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3294 - acc: 0.8644 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8637 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3304 - acc: 0.8640 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8619 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3302 - acc: 0.8649 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8650 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8647 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8640 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3295 - acc: 0.8644 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3307 - acc: 0.8644 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3301 - acc: 0.8622 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3293 - acc: 0.8650 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3291 - acc: 0.8637 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8633 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8637 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3290 - acc: 0.8640 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8653 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8651 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3294 - acc: 0.8633 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8640 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3291 - acc: 0.8637 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8643 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8640 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3295 - acc: 0.8650 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3294 - acc: 0.8633 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3281 - acc: 0.8646 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3294 - acc: 0.8650 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8632 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3295 - acc: 0.8639 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8626 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8647 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3291 - acc: 0.8643 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3291 - acc: 0.8637 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3295 - acc: 0.8628 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3291 - acc: 0.8637 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3294 - acc: 0.8642 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3290 - acc: 0.8642 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8637 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3289 - acc: 0.8656 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8647 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8631 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3285 - acc: 0.8643 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3294 - acc: 0.8658 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3295 - acc: 0.8643 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3301 - acc: 0.8640 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3293 - acc: 0.8639 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3288 - acc: 0.8644 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3289 - acc: 0.8651 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3292 - acc: 0.8640 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3289 - acc: 0.8604 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3285 - acc: 0.8640 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3291 - acc: 0.8639 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3295 - acc: 0.8653 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3286 - acc: 0.8643 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3290 - acc: 0.8650 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3292 - acc: 0.8628 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8644 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3287 - acc: 0.8624 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3288 - acc: 0.8657 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3288 - acc: 0.8639 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3290 - acc: 0.8637 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3287 - acc: 0.8646 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3284 - acc: 0.8661 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3293 - acc: 0.8640 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3291 - acc: 0.8636 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3292 - acc: 0.8626 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3283 - acc: 0.8640 5875/7200 [=======================>......] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.6006 - acc: 0.7914 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4545 - acc: 0.7937 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4381 - acc: 0.7937 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4324 - acc: 0.7937 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4289 - acc: 0.7937 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4261 - acc: 0.7938 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4238 - acc: 0.7938 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4216 - acc: 0.8168 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4201 - acc: 0.8221 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.4190 - acc: 0.8256 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.4179 - acc: 0.8265 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.4167 - acc: 0.8276 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.4160 - acc: 0.8297 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.4150 - acc: 0.8306 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.4143 - acc: 0.8301 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.4137 - acc: 0.8296 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.4132 - acc: 0.8306 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.4126 - acc: 0.8314 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.4121 - acc: 0.8301 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.4115 - acc: 0.8324 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.4108 - acc: 0.8322 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.4104 - acc: 0.8325 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.4093 - acc: 0.8343 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.4087 - acc: 0.8319 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.4082 - acc: 0.8329 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.4074 - acc: 0.8333 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.4069 - acc: 0.8340 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.4061 - acc: 0.8346 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.4056 - acc: 0.8346 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.4052 - acc: 0.8329 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8351 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.4040 - acc: 0.8335 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8336 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8322 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8325 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8344 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8356 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8343 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8322 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8340 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8335 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8347 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8349 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8343 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8340 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8328 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8350 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8344 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8343 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8340 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8343 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8339 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8332 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8331 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8331 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8326 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8351 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8333 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8340 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8343 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8343 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8333 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8335 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8343 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8339 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8347 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8333 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8349 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8335 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8347 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8332 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8347 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8349 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8346 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8342 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8335 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8350 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8342 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8343 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8343 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8343 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8346 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8358 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8350 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8351 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8344 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8350 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8339 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8333 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8344 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8344 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8337 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8350 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8344 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8343 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8342 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8337 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8344 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8339 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8349 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8336 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8351 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8339 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8358 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8357 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8344 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8337 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8339 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8347 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8342 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8346 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8336 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8356 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8336 - ETA: 0s - loss: 0.3968 - ac Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8350 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8335 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8325 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8350 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8350 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8339 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8347 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8340 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8332 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8350 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8349 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8333 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8335 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8350 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8340 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8361 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8346 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8347 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8346 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8346 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8332 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8329 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8343 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8350 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8331 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8346 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8333 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8339 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8333 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8340 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8343 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8343 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8343 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8344 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8335 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8331 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8322 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8339 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8354 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8361 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8344 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8354 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8337 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8337 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8343 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8336 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8349 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8343 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8350 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8346 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8356 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8349 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8344 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8342 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8353 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8368 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8351 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8339 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8351 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8357 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8336 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8344 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8343 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8353 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8336 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8356 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8351 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8349 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8356 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8340 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8349 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8335 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8356 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8354 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8368 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8343 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8340 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8349 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8337 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8354 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8353 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8350 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8356 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8350 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8365 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8361 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8346 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8350 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8346 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8354 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8349 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8353 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8356 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8347 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8368 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8356 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8365 - ETA: 0s - loss: 0.3729 - ac Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8354 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8357 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8353 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8349 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8346 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8360 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8360 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8364 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8361 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8339 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8360 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8347 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8340 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8358 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8356 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8347 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8342 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8354 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8360 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8375 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8351 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8358 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8364 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8351 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8340 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8361 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8335 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8357 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8357 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8364 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8357 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8350 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8347 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8354 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8360 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8343 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8357 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8372 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8365 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8356 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8340 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8357 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8353 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8374 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8362 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8371 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8362 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8369 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8362 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8351 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8360 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8378 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8372 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8364 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8360 - ETA: 0s - loss: 0.4001 - acc Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8354 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8371 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8371 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8362 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8367 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8378 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8385 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8344 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8350 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8365 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8372 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8371 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8369 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8383 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8368 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8364 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8361 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8378 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8364 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8374 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8356 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8364 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8367 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8368 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8360 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8356 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8364 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8361 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8371 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8371 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8368 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8368 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8365 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8389 6000/7200 [========================>.....] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.5789 - acc: 0.7935 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4423 - acc: 0.7944 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4275 - acc: 0.7944 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4227 - acc: 0.7944 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4189 - acc: 0.7944 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4149 - acc: 0.7944 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4106 - acc: 0.8085 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4056 - acc: 0.8250 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8275 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8274 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8274 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.3882 - acc: 0.8286 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.3844 - acc: 0.8279 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.3809 - acc: 0.8324 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.3779 - acc: 0.8412 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.3748 - acc: 0.8449 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.3726 - acc: 0.8453 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.3702 - acc: 0.8476 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.3680 - acc: 0.8512 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.3668 - acc: 0.8501 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.3652 - acc: 0.8510 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.3633 - acc: 0.8536 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.3623 - acc: 0.8543 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.3606 - acc: 0.8543 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.3598 - acc: 0.8526 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.3585 - acc: 0.8554 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.3575 - acc: 0.8565 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.3561 - acc: 0.8568 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.3561 - acc: 0.8547 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.3554 - acc: 0.8586 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.3548 - acc: 0.8571 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.3535 - acc: 0.8567 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.3536 - acc: 0.8607 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.3524 - acc: 0.8586 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.3524 - acc: 0.8582 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.3520 - acc: 0.8603 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.3513 - acc: 0.8585 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.3519 - acc: 0.8592 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.3514 - acc: 0.8586 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.3504 - acc: 0.8594 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.3504 - acc: 0.8600 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.3502 - acc: 0.8589 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.3500 - acc: 0.8590 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.3497 - acc: 0.8597 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.3498 - acc: 0.8578 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.3491 - acc: 0.8636 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.3491 - acc: 0.8610 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.3490 - acc: 0.8624 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.3488 - acc: 0.8604 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.3487 - acc: 0.8592 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.3487 - acc: 0.8618 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.3478 - acc: 0.8617 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.3484 - acc: 0.8593 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.3481 - acc: 0.8622 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.3474 - acc: 0.8603 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.3479 - acc: 0.8606 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.3474 - acc: 0.8612 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.3462 - acc: 0.8610 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.3475 - acc: 0.8606 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.3468 - acc: 0.8601 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.3472 - acc: 0.8606 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.3470 - acc: 0.8617 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.3459 - acc: 0.8583 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.3468 - acc: 0.8592 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.3463 - acc: 0.8590 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.3457 - acc: 0.8599 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.3457 - acc: 0.8593 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.3458 - acc: 0.8614 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.3458 - acc: 0.8592 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.3459 - acc: 0.8596 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.3461 - acc: 0.8576 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.3457 - acc: 0.8597 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.3452 - acc: 0.8597 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.3455 - acc: 0.8606 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3457 - acc: 0.8604 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3453 - acc: 0.8615 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8608 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8619 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8582 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8624 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8614 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8600 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8614 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3441 - acc: 0.8603 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8596 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8607 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8619 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8617 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8597 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3439 - acc: 0.8607 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3439 - acc: 0.8597 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8628 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8610 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8603 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8611 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8624 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8600 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8621 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8608 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8601 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8612 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8601 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3430 - acc: 0.8604 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8593 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8594 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8610 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8614 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8607 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8611 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8617 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3425 - acc: 0.8628 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8628 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8610 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8633 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3430 - acc: 0.8617 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3426 - acc: 0.8607 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8617 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3428 - acc: 0.8622 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3426 - acc: 0.8607 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8600 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3425 - acc: 0.8632 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8614 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8603 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8618 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3423 - acc: 0.8597 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8614 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3420 - acc: 0.8600 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3430 - acc: 0.8643 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8622 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8600 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8626 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8618 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8622 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8618 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8597 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8625 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8615 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8604 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3420 - acc: 0.8622 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8607 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8614 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3425 - acc: 0.8603 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8615 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8614 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3428 - acc: 0.8619 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3422 - acc: 0.8625 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8601 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3425 - acc: 0.8599 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3423 - acc: 0.8617 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8629 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8628 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3420 - acc: 0.8608 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8614 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8619 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8617 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8615 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8615 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8626 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3420 - acc: 0.8615 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8615 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3420 - acc: 0.8617 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8611 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3420 - acc: 0.8611 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8594 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8617 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8596 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3422 - acc: 0.8622 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3420 - acc: 0.8615 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8606 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8624 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8628 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8607 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8612 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8621 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8619 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8626 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8607 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8610 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3414 - acc: 0.8617 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8622 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8608 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8607 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8624 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3414 - acc: 0.8617 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8615 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3414 - acc: 0.8635 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8608 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8611 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8596 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8608 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8614 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8621 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8599 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8586 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8614 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8593 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8629 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8583 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8625 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8618 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8618 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8622 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8603 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8621 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8622 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8615 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8612 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8621 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8603 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8614 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8610 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8611 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8603 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8596 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8621 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8606 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8617 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8608 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8610 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8618 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8615 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8606 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8603 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8622 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8611 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8625 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8611 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8615 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8612 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8629 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8619 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8606 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8628 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8612 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8622 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8607 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8607 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8632 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8590 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8612 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8635 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8640 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8612 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8660 - ETA: 0s - loss: 0.3481 - acc: Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8614 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8607 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8622 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8612 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8614 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8621 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8632 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8611 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8583 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8637 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8607 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8617 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8619 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8633 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8612 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8612 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8612 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8631 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8597 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8611 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8597 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8628 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8624 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8654 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8618 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8589 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8596 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8643 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8619 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8614 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8625 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8632 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8631 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8601 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8628 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8603 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8592 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8624 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8621 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8636 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8601 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8624 - ETA: 0s - loss: 0.3276 - acc Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8606 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8632 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8632 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8611 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8603 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8617 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8615 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8618 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8622 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8649 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8608 Epoch 298/300 7200/7200 [==============================] - ETA: 0s - loss: 0.3350 - acc: 0.862 - 0s - loss: 0.3390 - acc: 0.8601 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8635 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8606 6600/7200 [==========================>...] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.6026 - acc: 0.7956 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4529 - acc: 0.7969 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4366 - acc: 0.7969 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4324 - acc: 0.7969 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4304 - acc: 0.7969 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4291 - acc: 0.7969 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4278 - acc: 0.7969 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4264 - acc: 0.7969 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4243 - acc: 0.7969 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.4221 - acc: 0.7969 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.4201 - acc: 0.8135 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.4190 - acc: 0.8204 - ETA: 0s - loss: 0.4069 - Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.4177 - acc: 0.8217 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.4164 - acc: 0.8254 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.4157 - acc: 0.8282 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.4146 - acc: 0.8279 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.4137 - acc: 0.8293 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.4129 - acc: 0.8293 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.4122 - acc: 0.8324 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.4114 - acc: 0.8312 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.4112 - acc: 0.8326 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.4104 - acc: 0.8329 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.4100 - acc: 0.8335 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.4096 - acc: 0.8333 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.4090 - acc: 0.8343 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.4083 - acc: 0.8342 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.4083 - acc: 0.8333 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.4081 - acc: 0.8339 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.4076 - acc: 0.8347 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.4071 - acc: 0.8344 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.4068 - acc: 0.8340 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.4063 - acc: 0.8337 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.4065 - acc: 0.8342 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.4061 - acc: 0.8347 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.4055 - acc: 0.8339 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.4058 - acc: 0.8347 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.4054 - acc: 0.8340 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.4052 - acc: 0.8346 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.4048 - acc: 0.8342 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.4046 - acc: 0.8353 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.4046 - acc: 0.8349 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.4043 - acc: 0.8336 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.4043 - acc: 0.8351 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.4040 - acc: 0.8344 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8351 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.4036 - acc: 0.8351 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.4036 - acc: 0.8360 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8344 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8346 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8360 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8344 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8362 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8362 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8351 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8354 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8371 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8344 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8354 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8367 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8364 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8369 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8368 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8354 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8376 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8356 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8357 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8351 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8368 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8354 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8364 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8369 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8364 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8360 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8364 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8372 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8354 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8361 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8369 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8371 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8401 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8374 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8365 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8375 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8357 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8368 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8351 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8367 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8376 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8364 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8362 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8364 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8364 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8358 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8372 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8385 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8374 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8369 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8376 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8376 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8361 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8392 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8387 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8376 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8367 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8371 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8364 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8381 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8386 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8386 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8383 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8378 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8382 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8376 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8389 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8376 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8375 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8390 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8376 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8364 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8385 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8369 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8383 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8369 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8386 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8385 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8364 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8385 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8367 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8401 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8385 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8386 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8378 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8368 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8385 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8385 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8379 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8390 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8392 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8389 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8375 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8385 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8390 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8383 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8381 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8397 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8385 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8389 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8386 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8389 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8397 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8369 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8379 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8367 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8383 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8379 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8382 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8365 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8368 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3914 - acc: 0.8390 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8379 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8383 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8386 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3915 - acc: 0.8385 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3915 - acc: 0.8374 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8396 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8400 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8387 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3914 - acc: 0.8392 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8385 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8396 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3915 - acc: 0.8385 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3915 - acc: 0.8385 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8383 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8392 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8383 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3914 - acc: 0.8396 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3915 - acc: 0.8389 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3907 - acc: 0.8390 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3915 - acc: 0.8392 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3914 - acc: 0.8382 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8389 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8393 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8389 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3910 - acc: 0.8390 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3911 - acc: 0.8365 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8376 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3915 - acc: 0.8371 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3910 - acc: 0.8393 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3911 - acc: 0.8383 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3910 - acc: 0.8392 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8368 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8386 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8369 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3906 - acc: 0.8396 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3907 - acc: 0.8393 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3908 - acc: 0.8392 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3911 - acc: 0.8390 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3909 - acc: 0.8369 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3911 - acc: 0.8386 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8386 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3907 - acc: 0.8385 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3906 - acc: 0.8399 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3906 - acc: 0.8390 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8387 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3908 - acc: 0.8396 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3906 - acc: 0.8401 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8389 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8400 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3910 - acc: 0.8394 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3899 - acc: 0.8383 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8379 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8400 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8385 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8372 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3908 - acc: 0.8382 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3908 - acc: 0.8389 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3910 - acc: 0.8387 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3907 - acc: 0.8389 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8389 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8397 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8383 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8390 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3910 - acc: 0.8387 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3897 - acc: 0.8381 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3908 - acc: 0.8367 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3907 - acc: 0.8387 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3906 - acc: 0.8378 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8397 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3906 - acc: 0.8378 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8374 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8390 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8356 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8381 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3907 - acc: 0.8389 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8397 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3906 - acc: 0.8381 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8371 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3900 - acc: 0.8401 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3907 - acc: 0.8389 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8396 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3899 - acc: 0.8389 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3900 - acc: 0.8386 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3900 - acc: 0.8400 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8394 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3899 - acc: 0.8392 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8400 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3901 - acc: 0.8382 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3901 - acc: 0.8379 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3897 - acc: 0.8394 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8387 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8392 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8394 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3898 - acc: 0.8382 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8394 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3897 - acc: 0.8378 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8382 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3899 - acc: 0.8392 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8392 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8368 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3900 - acc: 0.8365 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3901 - acc: 0.8386 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3901 - acc: 0.8383 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3900 - acc: 0.8371 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8386 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3899 - acc: 0.8397 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8397 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3900 - acc: 0.8376 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8397 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3895 - acc: 0.8378 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8400 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3898 - acc: 0.8400 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3895 - acc: 0.8367 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3901 - acc: 0.8396 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3901 - acc: 0.8374 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3897 - acc: 0.8383 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8376 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8401 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8393 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3901 - acc: 0.8406 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3899 - acc: 0.8396 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3901 - acc: 0.8365 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3899 - acc: 0.8358 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3899 - acc: 0.8392 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3898 - acc: 0.8387 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8376 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8369 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8401 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8385 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3900 - acc: 0.8376 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3898 - acc: 0.8385 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3896 - acc: 0.8387 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3901 - acc: 0.8375 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3898 - acc: 0.8372 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3895 - acc: 0.8381 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3901 - acc: 0.8360 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3900 - acc: 0.8394 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3899 - acc: 0.8381 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3897 - acc: 0.8381 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8381 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3898 - acc: 0.8378 5600/7200 [======================>.......] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.5730 - acc: 0.7962 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4417 - acc: 0.7962 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4283 - acc: 0.7962 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4209 - acc: 0.7962 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4141 - acc: 0.7962 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4056 - acc: 0.7999 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8137 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.3857 - acc: 0.8356 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.3773 - acc: 0.8431 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.3705 - acc: 0.8482 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.3653 - acc: 0.8525 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.3611 - acc: 0.8531 - ETA: 0s - loss: 0.3443 - Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.3582 - acc: 0.8558 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.3560 - acc: 0.8568 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.3543 - acc: 0.8585 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.3523 - acc: 0.8585 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.3514 - acc: 0.8589 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.3502 - acc: 0.8585 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.3492 - acc: 0.8574 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.3486 - acc: 0.8586 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.3480 - acc: 0.8569 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.3471 - acc: 0.8593 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.3469 - acc: 0.8603 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.3463 - acc: 0.8599 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.3462 - acc: 0.8582 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.3458 - acc: 0.8594 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.3453 - acc: 0.8592 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8597 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.3447 - acc: 0.8606 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8590 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8586 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8610 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8594 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8585 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8597 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.3425 - acc: 0.8610 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.3422 - acc: 0.8607 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8615 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.3426 - acc: 0.8633 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.3420 - acc: 0.8622 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8611 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8606 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8617 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8615 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8614 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8619 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8614 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8618 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8631 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8625 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8614 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8618 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8610 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8619 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8619 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8618 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8631 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8631 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8633 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8622 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.3377 - acc: 0.8606 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8626 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8628 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8632 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8622 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8611 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8625 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8608 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8625 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8629 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8631 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8626 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8608 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8619 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8617 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8619 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8624 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8618 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8618 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8615 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8629 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8625 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8625 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8622 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8626 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8615 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8615 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8632 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3353 - acc: 0.8629 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8633 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3351 - acc: 0.8611 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8606 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8621 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8626 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8626 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8606 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8632 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8625 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8633 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8599 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8617 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8622 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8610 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3344 - acc: 0.8624 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8622 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8631 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3347 - acc: 0.8631 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8615 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3345 - acc: 0.8633 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3343 - acc: 0.8637 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3345 - acc: 0.8633 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3344 - acc: 0.8629 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8636 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8629 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8637 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8628 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3343 - acc: 0.8632 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3341 - acc: 0.8621 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8631 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8633 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8642 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8646 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8642 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8639 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8632 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8629 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8629 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3332 - acc: 0.8643 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3333 - acc: 0.8637 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8629 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3330 - acc: 0.8633 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3329 - acc: 0.8642 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3333 - acc: 0.8636 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3333 - acc: 0.8646 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3325 - acc: 0.8653 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3330 - acc: 0.8637 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8649 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3332 - acc: 0.8654 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3325 - acc: 0.8656 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8661 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8643 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8658 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3326 - acc: 0.8642 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3329 - acc: 0.8657 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8642 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8656 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8658 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8639 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8664 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3326 - acc: 0.8644 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8658 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3320 - acc: 0.8656 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8654 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8653 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3315 - acc: 0.8656 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3315 - acc: 0.8637 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3313 - acc: 0.8661 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3316 - acc: 0.8668 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8658 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8639 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8651 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3316 - acc: 0.8658 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3315 - acc: 0.8661 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8653 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3315 - acc: 0.8644 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3314 - acc: 0.8667 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3315 - acc: 0.8660 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3308 - acc: 0.8667 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8651 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8647 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3315 - acc: 0.8667 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3312 - acc: 0.8650 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3314 - acc: 0.8667 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3312 - acc: 0.8651 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3312 - acc: 0.8662 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3307 - acc: 0.8653 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3312 - acc: 0.8647 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3312 - acc: 0.8651 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3307 - acc: 0.8667 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8661 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3306 - acc: 0.8660 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3309 - acc: 0.8653 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3305 - acc: 0.8667 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8644 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3302 - acc: 0.8669 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3308 - acc: 0.8656 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8649 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3303 - acc: 0.8671 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3306 - acc: 0.8653 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3306 - acc: 0.8662 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3309 - acc: 0.8669 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3305 - acc: 0.8662 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3305 - acc: 0.8653 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3306 - acc: 0.8661 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3302 - acc: 0.8654 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3304 - acc: 0.8661 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3307 - acc: 0.8668 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3305 - acc: 0.8657 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3302 - acc: 0.8685 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3304 - acc: 0.8665 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3305 - acc: 0.8650 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3305 - acc: 0.8668 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3306 - acc: 0.8649 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3305 - acc: 0.8656 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3303 - acc: 0.8664 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8668 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3306 - acc: 0.8656 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3306 - acc: 0.8668 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3302 - acc: 0.8664 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8662 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3301 - acc: 0.8664 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3304 - acc: 0.8661 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3303 - acc: 0.8656 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3301 - acc: 0.8665 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3302 - acc: 0.8662 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3304 - acc: 0.8661 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3301 - acc: 0.8654 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8664 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3302 - acc: 0.8679 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8664 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3305 - acc: 0.8654 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8678 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3304 - acc: 0.8653 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3295 - acc: 0.8650 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3304 - acc: 0.8672 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8658 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8662 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8681 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3301 - acc: 0.8660 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8671 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8661 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8664 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8676 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8657 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8671 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8665 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8678 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8668 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3293 - acc: 0.8658 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3301 - acc: 0.8671 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8671 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8656 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3293 - acc: 0.8685 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3292 - acc: 0.8657 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8675 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3300 - acc: 0.8661 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3301 - acc: 0.8657 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8669 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3293 - acc: 0.8661 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3293 - acc: 0.8642 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8674 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3288 - acc: 0.8665 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8662 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8668 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8674 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8674 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8654 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8665 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8669 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3294 - acc: 0.8664 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3294 - acc: 0.8676 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3294 - acc: 0.8676 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3294 - acc: 0.8671 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8661 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8664 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8665 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8654 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3294 - acc: 0.8682 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3295 - acc: 0.8678 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3289 - acc: 0.8682 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3294 - acc: 0.8654 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3292 - acc: 0.8662 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3291 - acc: 0.8674 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3288 - acc: 0.8693 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3288 - acc: 0.8671 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3289 - acc: 0.8672 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3292 - acc: 0.8683 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3290 - acc: 0.8667 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3291 - acc: 0.8664 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3291 - acc: 0.8669 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3289 - acc: 0.8683 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3291 - acc: 0.8675 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3295 - acc: 0.8679 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3288 - acc: 0.8665 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3288 - acc: 0.8682 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3288 - acc: 0.8658 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3295 - acc: 0.8668 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3290 - acc: 0.8668 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3291 - acc: 0.8675 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3287 - acc: 0.8669 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3293 - acc: 0.8676 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3288 - acc: 0.8672 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3292 - acc: 0.8672 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3292 - acc: 0.8674 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3289 - acc: 0.8682 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3289 - acc: 0.8671 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3290 - acc: 0.8678 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3290 - acc: 0.8671 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3287 - acc: 0.8679 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3293 - acc: 0.8679 5650/7200 [======================>.......] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.5601 - acc: 0.7957 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4390 - acc: 0.7957 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4298 - acc: 0.7957 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4268 - acc: 0.7957 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4246 - acc: 0.7957 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4221 - acc: 0.7957 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4189 - acc: 0.8101 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4172 - acc: 0.8235 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4149 - acc: 0.8246 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.4129 - acc: 0.8286 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.4119 - acc: 0.8312 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.4103 - acc: 0.8319 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.4093 - acc: 0.8328 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.4087 - acc: 0.8339 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.4080 - acc: 0.8343 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.4071 - acc: 0.8342 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.4065 - acc: 0.8349 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.4059 - acc: 0.8349 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.4053 - acc: 0.8351 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.4047 - acc: 0.8354 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.8358 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8362 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8390 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8365 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8364 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8365 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8378 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8364 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8369 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8365 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8374 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8383 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8378 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8376 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8372 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8369 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8360 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8378 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8367 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8375 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8378 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8369 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8369 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8368 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8357 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8389 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8367 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8374 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8379 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8369 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8361 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8364 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8367 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8383 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8382 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8375 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8372 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8376 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8360 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8368 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8379 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8347 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8369 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8382 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8376 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8375 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8389 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8379 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8386 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8381 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8376 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8379 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8368 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8354 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8362 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8372 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8374 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8369 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8369 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8374 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8376 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8375 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8362 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8376 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8386 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8390 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8360 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8375 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8367 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8381 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8371 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8361 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8360 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8385 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8374 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8378 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8367 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8372 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8360 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8387 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8374 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8378 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8362 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8361 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8364 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8382 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8381 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8375 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8378 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8367 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8364 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8368 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8382 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8385 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8361 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8371 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8371 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8379 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8371 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8364 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8375 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8369 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8379 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8368 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8369 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8367 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8385 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8385 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8369 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8369 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8375 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8374 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8386 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8361 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8381 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8364 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8368 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8379 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8379 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8374 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8375 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8389 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8374 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8369 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8382 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8376 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8392 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8369 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8364 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8375 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8379 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8374 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8376 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8360 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8376 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8369 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8392 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8374 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8378 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8364 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8376 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8387 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8382 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8392 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8378 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8379 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8371 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8382 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8382 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8385 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8379 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8374 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8379 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8374 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8379 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8372 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8386 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8376 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8376 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8365 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8379 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8371 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8389 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8393 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8376 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8390 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8378 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8372 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8408 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8392 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8371 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8376 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8378 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8387 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8389 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8389 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8383 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8383 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8383 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8400 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8389 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8376 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8392 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8372 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8382 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8379 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8378 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8392 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8386 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8385 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8390 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8387 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8378 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8385 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8389 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8386 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8383 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8372 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8390 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8386 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8376 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8379 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8364 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8406 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8386 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8386 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8382 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8385 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8385 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8385 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8381 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8387 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8376 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8392 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8376 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8379 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8386 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8374 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8375 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8385 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8381 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8383 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8383 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8378 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8389 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8399 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8367 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8378 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8368 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8382 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8381 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8386 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8397 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8385 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8386 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8378 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8382 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8394 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8382 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8400 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8392 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8376 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8383 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8383 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8369 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8385 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8372 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8383 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8387 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8386 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8379 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8385 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8374 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8401 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8372 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8385 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8368 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8393 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8387 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8372 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8378 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8406 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8382 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8382 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8387 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8379 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8389 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8393 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8382 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8382 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8394 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8393 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8387 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8393 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8382 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8396 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8365 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8382 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8369 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8390 5775/7200 [=======================>......] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.5822 - acc: 0.7942 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4444 - acc: 0.7961 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4331 - acc: 0.7961 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4288 - acc: 0.7961 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4258 - acc: 0.7961 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4228 - acc: 0.7987 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4199 - acc: 0.8226 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4174 - acc: 0.8275 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4151 - acc: 0.8299 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.4132 - acc: 0.8310 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.4115 - acc: 0.8308 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.4103 - acc: 0.8337 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.4089 - acc: 0.8329 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.4078 - acc: 0.8324 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.4067 - acc: 0.8340 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.4058 - acc: 0.8326 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.4049 - acc: 0.8339 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8333 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8351 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8343 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8349 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8354 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8351 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8342 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8340 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8353 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8340 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8332 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8346 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8356 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8343 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8346 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8349 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8344 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8343 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8339 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8349 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8360 - ETA: 0s - loss: 0.4308 - acc Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8349 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8344 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8371 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8371 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8369 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8371 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8374 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8371 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8374 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8368 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8362 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8390 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8385 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8385 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8389 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8386 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8378 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8385 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8372 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8382 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8374 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8381 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8379 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8371 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8385 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8389 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8368 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8386 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8376 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8369 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8387 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8386 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8393 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8385 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8393 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8383 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8383 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8394 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8389 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8400 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8378 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8386 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8392 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8379 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8385 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8387 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8381 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8390 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8400 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8383 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8389 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8387 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8385 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3914 - acc: 0.8394 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3910 - acc: 0.8382 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3906 - acc: 0.8392 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3907 - acc: 0.8387 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3906 - acc: 0.8371 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8390 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3897 - acc: 0.8393 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3894 - acc: 0.8389 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3885 - acc: 0.8394 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3882 - acc: 0.8401 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3871 - acc: 0.8401 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3868 - acc: 0.8383 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3857 - acc: 0.8368 - ETA: 0s - loss: 0.3862 - acc: Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3850 - acc: 0.8396 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3849 - acc: 0.8390 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3836 - acc: 0.8385 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3826 - acc: 0.8401 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3818 - acc: 0.8383 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3809 - acc: 0.8396 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3782 - acc: 0.8393 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3771 - acc: 0.8411 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3748 - acc: 0.8415 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3723 - acc: 0.8451 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3703 - acc: 0.8446 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3681 - acc: 0.8454 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3658 - acc: 0.8479 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3643 - acc: 0.8512 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3632 - acc: 0.8512 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3620 - acc: 0.8539 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3608 - acc: 0.8529 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3608 - acc: 0.8532 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3594 - acc: 0.8565 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3592 - acc: 0.8561 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3583 - acc: 0.8571 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3571 - acc: 0.8564 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3569 - acc: 0.8578 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3556 - acc: 0.8585 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3551 - acc: 0.8621 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3547 - acc: 0.8599 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3539 - acc: 0.8621 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3540 - acc: 0.8592 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3529 - acc: 0.8621 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3533 - acc: 0.8610 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3523 - acc: 0.8590 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3531 - acc: 0.8603 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3519 - acc: 0.8612 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3523 - acc: 0.8606 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3517 - acc: 0.8608 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3517 - acc: 0.8606 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3515 - acc: 0.8631 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3514 - acc: 0.8582 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3514 - acc: 0.8593 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3503 - acc: 0.8629 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3510 - acc: 0.8628 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3506 - acc: 0.8615 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3499 - acc: 0.8600 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3504 - acc: 0.8596 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3500 - acc: 0.8583 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3496 - acc: 0.8617 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3499 - acc: 0.8626 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3495 - acc: 0.8615 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3495 - acc: 0.8608 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3493 - acc: 0.8611 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3486 - acc: 0.8636 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3482 - acc: 0.8606 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3486 - acc: 0.8631 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3486 - acc: 0.8626 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3480 - acc: 0.8606 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3483 - acc: 0.8604 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3484 - acc: 0.8626 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3483 - acc: 0.8617 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3484 - acc: 0.8622 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3477 - acc: 0.8606 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3480 - acc: 0.8612 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3476 - acc: 0.8610 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3474 - acc: 0.8601 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3477 - acc: 0.8608 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3471 - acc: 0.8618 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3475 - acc: 0.8610 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3472 - acc: 0.8621 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3470 - acc: 0.8594 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3468 - acc: 0.8606 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3467 - acc: 0.8615 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3464 - acc: 0.8628 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3473 - acc: 0.8597 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3471 - acc: 0.8603 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3468 - acc: 0.8603 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3462 - acc: 0.8617 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3459 - acc: 0.8624 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3466 - acc: 0.8612 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3462 - acc: 0.8585 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3457 - acc: 0.8600 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3454 - acc: 0.8618 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3457 - acc: 0.8600 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3461 - acc: 0.8610 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8596 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8606 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8624 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3460 - acc: 0.8583 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3457 - acc: 0.8615 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3455 - acc: 0.8624 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8599 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8596 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3447 - acc: 0.8615 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8585 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3453 - acc: 0.8593 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8589 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3444 - acc: 0.8610 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8587 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8617 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8619 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8606 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8600 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8614 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3447 - acc: 0.8596 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3444 - acc: 0.8622 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8622 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8601 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3445 - acc: 0.8600 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8586 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8596 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8626 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3441 - acc: 0.8597 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8593 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3444 - acc: 0.8612 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8604 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8593 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3444 - acc: 0.8607 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8611 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8603 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8617 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3444 - acc: 0.8593 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8585 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8628 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8596 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3439 - acc: 0.8606 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3439 - acc: 0.8611 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3441 - acc: 0.8607 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8601 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8601 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3441 - acc: 0.8612 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8597 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3441 - acc: 0.8600 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3439 - acc: 0.8596 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8579 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8607 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8593 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8589 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8597 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8614 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8610 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8597 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8604 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8600 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3430 - acc: 0.8592 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8600 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8596 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8618 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8596 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8612 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8603 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8594 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3441 - acc: 0.8593 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8597 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8608 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8586 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3439 - acc: 0.8603 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3439 - acc: 0.8593 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8607 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8592 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3439 - acc: 0.8603 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8604 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3430 - acc: 0.8610 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8586 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8587 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8597 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8615 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8606 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8608 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8608 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8601 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8606 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8611 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3430 - acc: 0.8607 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8601 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8594 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8597 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8590 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8600 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8601 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8590 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8593 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8585 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3426 - acc: 0.8590 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8576 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8607 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3428 - acc: 0.8599 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8611 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8589 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8604 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3428 - acc: 0.8596 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8603 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8603 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3428 - acc: 0.8594 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8586 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8610 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8632 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3426 - acc: 0.8612 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8575 5750/7200 [======================>.......] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 1s - loss: 0.5888 - acc: 0.7964 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4371 - acc: 0.7971 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4292 - acc: 0.7971 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4257 - acc: 0.7971 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4230 - acc: 0.7971 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4210 - acc: 0.7971 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4188 - acc: 0.8029 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4176 - acc: 0.8187 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.4166 - acc: 0.8218 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.4155 - acc: 0.8247 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.4144 - acc: 0.8269 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.4139 - acc: 0.8289 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.4128 - acc: 0.8288 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.4126 - acc: 0.8303 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.4117 - acc: 0.8300 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.4112 - acc: 0.8319 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.4109 - acc: 0.8331 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.4101 - acc: 0.8322 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.4097 - acc: 0.8342 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.4088 - acc: 0.8337 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.4088 - acc: 0.8351 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.4083 - acc: 0.8328 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.4079 - acc: 0.8346 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.4070 - acc: 0.8337 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.4076 - acc: 0.8336 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.4070 - acc: 0.8342 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.4066 - acc: 0.8336 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.4063 - acc: 0.8367 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.4062 - acc: 0.8358 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.4060 - acc: 0.8347 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.4054 - acc: 0.8351 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.4052 - acc: 0.8350 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.4048 - acc: 0.8350 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.4049 - acc: 0.8354 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8356 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8358 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8364 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.4036 - acc: 0.8346 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8356 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8347 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8344 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8363 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8346 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8369 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8350 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8357 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8361 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8360 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8347 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8364 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8368 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8368 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8364 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8369 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8371 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8358 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8363 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8364 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8357 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8371 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8368 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8375 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8365 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8358 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8371 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8371 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8372 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8369 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8363 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8365 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8368 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8383 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8357 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8369 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8381 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8367 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8374 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8361 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8381 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8363 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8379 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8382 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8383 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8369 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8379 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8376 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8379 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8371 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8372 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8375 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8371 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8367 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8372 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8375 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8376 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8369 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8376 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8372 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8360 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8382 6720/7200 [===========================>..] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 1s - loss: 0.6255 - acc: 0.7962 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4598 - acc: 0.7967 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4344 - acc: 0.7967 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4312 - acc: 0.7967 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4296 - acc: 0.7967 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4283 - acc: 0.7967 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4272 - acc: 0.7967 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4260 - acc: 0.7967 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.4247 - acc: 0.7967 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.4229 - acc: 0.7967 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.4212 - acc: 0.7967 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.4198 - acc: 0.7999 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.4182 - acc: 0.8121 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.4171 - acc: 0.8224 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.4163 - acc: 0.8219 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.4155 - acc: 0.8264 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.4148 - acc: 0.8261 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.4140 - acc: 0.8282 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.4135 - acc: 0.8293 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.4128 - acc: 0.8317 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.4122 - acc: 0.8318 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.4116 - acc: 0.8319 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.4112 - acc: 0.8325 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.4103 - acc: 0.8319 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.4102 - acc: 0.8325 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.4094 - acc: 0.8333 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.4095 - acc: 0.8328 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.4090 - acc: 0.8319 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.4084 - acc: 0.8319 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.4082 - acc: 0.8325 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.4077 - acc: 0.8336 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.4075 - acc: 0.8347 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.4070 - acc: 0.8335 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.4068 - acc: 0.8339 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.4067 - acc: 0.8339 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.4064 - acc: 0.8347 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.4062 - acc: 0.8340 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.4058 - acc: 0.8350 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.4054 - acc: 0.8344 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.4054 - acc: 0.8346 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.4052 - acc: 0.8357 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.4052 - acc: 0.8336 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.4049 - acc: 0.8357 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.4043 - acc: 0.8361 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8357 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8358 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8344 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8368 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8358 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8364 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8358 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8354 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8357 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8354 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8344 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8360 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8358 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8356 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8346 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8365 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8358 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8349 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8351 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8358 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8356 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8337 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8360 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8364 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8361 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8351 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8353 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8365 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8353 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8363 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8353 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8353 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8358 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8365 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8347 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8363 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8350 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8361 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8354 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8363 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8365 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8358 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8358 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8365 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8361 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8367 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8357 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8357 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8356 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8347 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8349 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8364 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8360 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8364 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8351 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8358 7008/7200 [============================>.] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 1s - loss: 0.6187 - acc: 0.7924 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4462 - acc: 0.7956 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4215 - acc: 0.8117 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4100 - acc: 0.8240 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8281 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8281 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.3911 - acc: 0.8286 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.3870 - acc: 0.8314 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.3836 - acc: 0.8293 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.3801 - acc: 0.8314 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.3774 - acc: 0.8357 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.3756 - acc: 0.8407 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.3728 - acc: 0.8456 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.3708 - acc: 0.8465 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.3687 - acc: 0.8488 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.3668 - acc: 0.8510 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.3651 - acc: 0.8512 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.3636 - acc: 0.8518 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.3614 - acc: 0.8540 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.3605 - acc: 0.8542 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.3588 - acc: 0.8544 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.3581 - acc: 0.8538 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.3571 - acc: 0.8514 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.3560 - acc: 0.8556 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.3555 - acc: 0.8544 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.3539 - acc: 0.8550 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.3525 - acc: 0.8542 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.3526 - acc: 0.8540 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.3516 - acc: 0.8550 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.3508 - acc: 0.8528 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.3503 - acc: 0.8543 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.3489 - acc: 0.8562 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.3489 - acc: 0.8546 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.3482 - acc: 0.8567 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.3484 - acc: 0.8585 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.3478 - acc: 0.8547 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.3469 - acc: 0.8597 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.3460 - acc: 0.8565 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.3461 - acc: 0.8551 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.3454 - acc: 0.8569 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8551 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8560 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8550 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8569 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8574 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8565 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8589 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.3439 - acc: 0.8587 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.3430 - acc: 0.8587 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8582 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8569 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.3426 - acc: 0.8592 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.3420 - acc: 0.8579 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8589 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8581 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8581 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.3422 - acc: 0.8585 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8582 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8578 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8592 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8579 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8597 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8599 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8587 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8582 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8583 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8581 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8606 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8596 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8594 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8581 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8601 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8600 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8597 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8606 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8597 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8586 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8593 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8583 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8579 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8593 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8576 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8606 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8617 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8603 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8603 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8608 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8610 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8593 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8608 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8589 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8607 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8599 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8596 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8600 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8594 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8606 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8586 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8592 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8614 6976/7200 [============================>.] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 1s - loss: 0.5936 - acc: 0.7947 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4373 - acc: 0.7975 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4287 - acc: 0.7975 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4249 - acc: 0.7975 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4215 - acc: 0.7975 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4192 - acc: 0.7975 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4171 - acc: 0.7975 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4154 - acc: 0.8146 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.4143 - acc: 0.8257 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.4131 - acc: 0.8283 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.4121 - acc: 0.8296 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.4116 - acc: 0.8294 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.4106 - acc: 0.8318 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.4099 - acc: 0.8319 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.4089 - acc: 0.8335 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.4085 - acc: 0.8340 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.4081 - acc: 0.8342 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.4076 - acc: 0.8344 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.4069 - acc: 0.8349 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.4061 - acc: 0.8353 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.4058 - acc: 0.8356 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.4054 - acc: 0.8356 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.4048 - acc: 0.8358 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.4045 - acc: 0.8357 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.4043 - acc: 0.8350 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8374 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8361 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8364 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8353 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8351 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8351 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8375 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8367 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8354 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8368 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8351 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8371 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8368 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8374 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8368 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8365 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8378 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8363 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8358 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8371 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8369 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8349 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8378 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8363 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8372 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8364 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8364 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8371 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8372 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8367 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8376 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8358 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8385 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8364 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8360 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8371 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8363 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8356 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8371 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8360 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8368 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8360 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8364 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8371 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8353 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8357 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8369 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8364 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8368 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8356 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8363 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8369 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8351 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8367 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8356 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8363 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8356 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8369 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8360 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8364 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8363 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8369 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8369 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8364 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8378 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8365 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8372 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8368 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8357 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8364 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8368 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8369 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8358 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8376 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8364 6208/7200 [========================>.....] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 1s - loss: 0.5823 - acc: 0.7922 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4417 - acc: 0.7937 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4352 - acc: 0.7937 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4323 - acc: 0.7937 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4288 - acc: 0.7937 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4254 - acc: 0.8024 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4217 - acc: 0.8189 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4191 - acc: 0.8242 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.4161 - acc: 0.8279 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.4142 - acc: 0.8290 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.4119 - acc: 0.8301 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.4106 - acc: 0.8319 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.4093 - acc: 0.8299 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.4079 - acc: 0.8319 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.4068 - acc: 0.8319 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.4062 - acc: 0.8304 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.4054 - acc: 0.8331 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.4043 - acc: 0.8336 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8342 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8333 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8343 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8329 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8344 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8333 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8337 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8331 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8342 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8333 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8319 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8329 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8333 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8331 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8333 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8336 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8332 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8336 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8326 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8333 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8339 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8344 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8332 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8335 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8328 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8350 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8350 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8343 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8349 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8342 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8351 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8365 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8344 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8353 - ETA: 0s - loss: 0.3736 - a Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8344 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8346 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8342 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8361 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8346 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8349 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8344 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8347 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8353 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8363 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8354 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8354 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8354 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8367 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8333 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8349 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8357 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8354 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8344 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8350 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8358 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8357 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8353 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8354 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8346 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8354 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8361 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8353 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8354 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8356 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8368 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8358 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8360 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8354 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8361 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8360 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8354 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8361 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8358 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8358 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8369 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8354 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8356 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8371 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8374 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8346 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8347 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8351 5760/7200 [=======================>......] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 1s - loss: 0.5949 - acc: 0.7936 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4439 - acc: 0.7944 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4339 - acc: 0.7944 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4301 - acc: 0.7944 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4280 - acc: 0.7944 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4259 - acc: 0.7944 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4240 - acc: 0.7944 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4221 - acc: 0.7979 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.4204 - acc: 0.8165 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.4194 - acc: 0.8206 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.4185 - acc: 0.8226 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.4172 - acc: 0.8233 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.4162 - acc: 0.8247 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.4154 - acc: 0.8281 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.4147 - acc: 0.8285 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.4139 - acc: 0.8292 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.4131 - acc: 0.8299 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.4123 - acc: 0.8311 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.4116 - acc: 0.8321 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.4111 - acc: 0.8332 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.4105 - acc: 0.8328 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.4101 - acc: 0.8332 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.4098 - acc: 0.8340 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.4092 - acc: 0.8346 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.4089 - acc: 0.8340 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.4082 - acc: 0.8344 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.4078 - acc: 0.8347 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.4076 - acc: 0.8350 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.4071 - acc: 0.8347 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.4071 - acc: 0.8350 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.4063 - acc: 0.8344 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.4059 - acc: 0.8343 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.4060 - acc: 0.8344 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.4057 - acc: 0.8349 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.4055 - acc: 0.8340 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.4048 - acc: 0.8354 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.4047 - acc: 0.8346 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.4046 - acc: 0.8349 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8374 - ETA: 0s - loss: 0.4084 - acc Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8344 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.4040 - acc: 0.8353 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.4036 - acc: 0.8343 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8358 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8346 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8363 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8354 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8343 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8356 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8367 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8350 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8358 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8349 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8354 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8340 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8354 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8349 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8353 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8344 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8361 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8353 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8356 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8344 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8360 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8360 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8356 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8351 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8344 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8360 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8360 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8344 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8360 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8346 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8351 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8344 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8374 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8360 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8354 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8363 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8357 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8353 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8367 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8387 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8358 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8357 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8360 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8364 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8354 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8364 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8367 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8346 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8367 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8360 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8369 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8367 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8375 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8379 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8374 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8360 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8390 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8367 6368/7200 [=========================>....] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 1s - loss: 0.5996 - acc: 0.7956 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4406 - acc: 0.7969 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4235 - acc: 0.8024 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4111 - acc: 0.8115 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8157 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.3869 - acc: 0.8185 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.3756 - acc: 0.8261 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.3661 - acc: 0.8474 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.3593 - acc: 0.8531 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.3546 - acc: 0.8565 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.3515 - acc: 0.8564 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.3493 - acc: 0.8582 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.3474 - acc: 0.8575 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.3470 - acc: 0.8589 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8582 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8613 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8592 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8604 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8604 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.3422 - acc: 0.8599 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8593 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8621 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8603 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8625 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8611 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8607 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8613 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8613 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8607 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8603 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8610 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8610 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8625 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8615 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8626 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8611 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8607 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8619 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8608 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8615 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8619 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8619 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8628 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8614 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8622 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8633 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8622 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8622 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8640 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8632 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8615 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8632 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8617 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8626 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8625 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8632 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8625 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8622 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8626 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8617 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8621 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8625 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8631 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8632 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8638 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8626 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8639 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8638 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8614 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.3353 - acc: 0.8642 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8636 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8632 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8638 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8628 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8650 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8615 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8635 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8633 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8624 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3351 - acc: 0.8635 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3347 - acc: 0.8636 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8625 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8628 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8628 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8653 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8635 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3347 - acc: 0.8649 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8638 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8621 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3345 - acc: 0.8635 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3344 - acc: 0.8649 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8649 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3347 - acc: 0.8639 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8651 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8636 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8639 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3346 - acc: 0.8624 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3344 - acc: 0.8643 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3344 - acc: 0.8629 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3347 - acc: 0.8628 6048/7200 [========================>.....] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 1s - loss: 0.5805 - acc: 0.7957 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4374 - acc: 0.7962 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4302 - acc: 0.7962 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4270 - acc: 0.7962 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4244 - acc: 0.7962 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4217 - acc: 0.7962 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4194 - acc: 0.7962 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4171 - acc: 0.8182 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.4158 - acc: 0.8240 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.4144 - acc: 0.8271 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.4133 - acc: 0.8286 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.4121 - acc: 0.8310 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.4110 - acc: 0.8304 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.4103 - acc: 0.8318 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.4095 - acc: 0.8340 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.4090 - acc: 0.8342 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.4082 - acc: 0.8342 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.4072 - acc: 0.8335 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.4069 - acc: 0.8342 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.4063 - acc: 0.8336 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.4056 - acc: 0.8358 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.4055 - acc: 0.8322 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.4049 - acc: 0.8336 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8346 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8351 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8332 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8333 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8339 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8342 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8343 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8336 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8350 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8337 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8357 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8340 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8349 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8351 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8343 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8363 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8351 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8349 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8350 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8354 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8346 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8349 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8346 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8353 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8337 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8356 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8349 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8367 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8353 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8358 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8353 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8351 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8363 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8340 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8360 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8354 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8349 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8343 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8336 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8363 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8347 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8363 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8347 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8361 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8353 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8351 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8337 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8350 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8346 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8349 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8344 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8346 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8356 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8335 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8351 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8342 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8361 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8360 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8353 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8347 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8353 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8353 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8351 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8356 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8354 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8342 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8354 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8351 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8351 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8357 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8353 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8356 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8356 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8357 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8367 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8349 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8353 6848/7200 [===========================>..] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 1s - loss: 0.6016 - acc: 0.7921 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4411 - acc: 0.7957 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4304 - acc: 0.7957 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4265 - acc: 0.7957 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4235 - acc: 0.7957 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4206 - acc: 0.7957 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4178 - acc: 0.7957 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4157 - acc: 0.8097 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.4141 - acc: 0.8233 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.4132 - acc: 0.8251 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.4121 - acc: 0.8296 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.4111 - acc: 0.8304 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.4100 - acc: 0.8318 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.4091 - acc: 0.8340 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.4085 - acc: 0.8346 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.4077 - acc: 0.8344 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.4068 - acc: 0.8353 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.4064 - acc: 0.8358 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.4058 - acc: 0.8353 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.4055 - acc: 0.8364 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.4048 - acc: 0.8371 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.4046 - acc: 0.8374 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.4039 - acc: 0.8375 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8367 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8372 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8375 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8372 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8363 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8372 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8365 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8383 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8372 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8369 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8372 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8372 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8371 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8374 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8376 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8371 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8368 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8387 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8381 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8365 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8364 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8371 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8365 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8369 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8365 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8369 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8378 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8371 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8368 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8371 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8369 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8375 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8364 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8364 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8369 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8379 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8375 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8376 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8367 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8379 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8374 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8361 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8378 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8369 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8369 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8368 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8374 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8371 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8385 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8371 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8381 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8371 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8385 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8374 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8367 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8376 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8378 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8367 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8375 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8376 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8363 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8368 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8378 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8369 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8381 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8386 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8369 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8376 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8374 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8360 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8363 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8367 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8367 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8381 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8379 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8378 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8376 5888/7200 [=======================>......] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 1s - loss: 0.5777 - acc: 0.7958 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4401 - acc: 0.7961 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4326 - acc: 0.7961 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4287 - acc: 0.7961 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4259 - acc: 0.7961 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4232 - acc: 0.8033 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4200 - acc: 0.8193 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4175 - acc: 0.8235 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.4153 - acc: 0.8251 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.4136 - acc: 0.8294 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.4115 - acc: 0.8311 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.4100 - acc: 0.8321 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.4086 - acc: 0.8308 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.4086 - acc: 0.8344 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.4075 - acc: 0.8319 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.4063 - acc: 0.8317 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.4056 - acc: 0.8315 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.4046 - acc: 0.8332 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.4045 - acc: 0.8331 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8363 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8353 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8360 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8357 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8367 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8356 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8358 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8360 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8354 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8357 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8353 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8356 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8344 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8351 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8340 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8356 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8347 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8349 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8354 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8356 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8351 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8356 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8365 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8347 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8347 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8356 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8354 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8350 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8356 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8340 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8347 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8351 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8349 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8357 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8365 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8378 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8361 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8358 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8344 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8365 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8361 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8375 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8367 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8367 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8365 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8351 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8358 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8347 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8363 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8369 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8358 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8379 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8371 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8357 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8369 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8374 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8354 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8350 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8358 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8361 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8363 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8372 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8369 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8364 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8368 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8354 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8365 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8364 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8361 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8358 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8354 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8365 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8363 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8367 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8368 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8361 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8360 - ETA: 0s - loss: 0.4125 - ac Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8368 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8363 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8363 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8382 6816/7200 [===========================>..] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 1s - loss: 0.6015 - acc: 0.7950 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4490 - acc: 0.7971 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4338 - acc: 0.7971 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4291 - acc: 0.7971 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4259 - acc: 0.7971 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4229 - acc: 0.7971 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4205 - acc: 0.7971 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4185 - acc: 0.8154 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.4170 - acc: 0.8221 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.4158 - acc: 0.8265 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.4151 - acc: 0.8278 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.4140 - acc: 0.8304 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.4131 - acc: 0.8301 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.4126 - acc: 0.8318 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.4117 - acc: 0.8321 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.4112 - acc: 0.8326 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.4105 - acc: 0.8315 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.4100 - acc: 0.8335 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.4093 - acc: 0.8328 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.4089 - acc: 0.8333 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.4081 - acc: 0.8342 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.4077 - acc: 0.8333 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.4072 - acc: 0.8346 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.4068 - acc: 0.8342 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.4066 - acc: 0.8343 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.4062 - acc: 0.8343 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.4055 - acc: 0.8347 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.4056 - acc: 0.8343 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.4053 - acc: 0.8351 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.4049 - acc: 0.8346 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.4047 - acc: 0.8353 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8349 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.4040 - acc: 0.8351 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.4040 - acc: 0.8346 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8344 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8336 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8353 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8356 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8350 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8357 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8357 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8358 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8356 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8364 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8369 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8357 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8364 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8351 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8365 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8356 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8350 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8360 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8356 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8358 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8357 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8361 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8353 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8364 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8357 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8360 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8356 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8356 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8349 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8367 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8356 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8357 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8361 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8360 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8353 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8357 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8344 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8360 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8361 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8351 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8361 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8349 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8360 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8353 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8361 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8358 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8356 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8356 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8358 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8363 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8357 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8364 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8365 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8347 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8367 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8358 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8364 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8357 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8356 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8367 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8365 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8368 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8349 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8363 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8357 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8358 5952/7200 [=======================>......] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 1s - loss: 0.6219 - acc: 0.7968 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4684 - acc: 0.7967 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4372 - acc: 0.7967 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4317 - acc: 0.7967 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4287 - acc: 0.7967 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4268 - acc: 0.7967 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4249 - acc: 0.7967 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4226 - acc: 0.7974 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.4197 - acc: 0.8181 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.4168 - acc: 0.8250 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.4140 - acc: 0.8282 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.4116 - acc: 0.8311 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.4093 - acc: 0.8318 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.4078 - acc: 0.8333 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.4063 - acc: 0.8339 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.4049 - acc: 0.8358 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8367 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8356 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8347 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8364 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8368 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8358 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8381 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8368 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8357 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8361 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8371 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8364 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8367 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8369 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8363 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8368 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8381 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8367 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8367 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8365 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8356 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8365 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8379 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8367 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8368 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8371 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8375 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8374 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8372 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8372 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8371 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8371 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8360 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8360 - ETA: 0s - loss: 0.4044 - ac Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8371 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8382 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8382 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8375 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8367 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8389 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8379 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8383 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8387 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8382 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8376 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8376 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8383 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8386 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8375 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8385 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8376 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8389 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8379 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8394 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8375 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8378 Epoch 73/100 7200/7200 [==============================] - ETA: 0s - loss: 0.3910 - acc: 0.840 - 0s - loss: 0.3922 - acc: 0.8399 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8389 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8387 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8383 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8393 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8376 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8379 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8389 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8383 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8383 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8401 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8364 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8393 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8381 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8379 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8389 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8399 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8390 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8379 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8376 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8374 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8382 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8382 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8396 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8401 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8389 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8376 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8369 6816/7200 [===========================>..] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 1s - loss: 0.5925 - acc: 0.7957 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4508 - acc: 0.7956 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4356 - acc: 0.7956 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4305 - acc: 0.7956 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4278 - acc: 0.7956 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4256 - acc: 0.7956 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4229 - acc: 0.7961 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4208 - acc: 0.8158 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.4195 - acc: 0.8192 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.4184 - acc: 0.8203 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.4170 - acc: 0.8257 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.4159 - acc: 0.8272 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.4148 - acc: 0.8285 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.4138 - acc: 0.8311 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.4129 - acc: 0.8321 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.4123 - acc: 0.8324 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.4117 - acc: 0.8340 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.4111 - acc: 0.8346 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.4103 - acc: 0.8339 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.4098 - acc: 0.8340 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.4093 - acc: 0.8343 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.4088 - acc: 0.8354 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.4083 - acc: 0.8358 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.4080 - acc: 0.8354 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.4074 - acc: 0.8351 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.4070 - acc: 0.8347 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.4068 - acc: 0.8360 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.4068 - acc: 0.8357 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.4063 - acc: 0.8365 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.4060 - acc: 0.8365 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.4060 - acc: 0.8346 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.4057 - acc: 0.8365 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.4055 - acc: 0.8356 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.4053 - acc: 0.8364 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.4051 - acc: 0.8367 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.4049 - acc: 0.8360 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.4048 - acc: 0.8357 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.8358 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8349 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.8351 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8365 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.4039 - acc: 0.8357 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8354 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8358 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8360 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8344 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8368 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8357 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8349 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8357 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8354 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8365 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8356 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8363 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8365 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8358 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8358 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8356 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8358 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8349 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8350 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8343 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8358 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8351 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8353 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8360 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8343 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8364 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8367 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8358 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8350 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8372 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8353 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8361 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8372 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8365 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8349 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8357 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8353 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8364 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8363 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8374 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8351 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8358 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8365 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8365 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8365 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8367 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8358 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8361 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8344 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8358 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8372 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8365 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8371 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8357 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8357 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8356 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8363 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8372 5856/7200 [=======================>......] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 1s - loss: 0.6027 - acc: 0.7972 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4529 - acc: 0.7975 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4349 - acc: 0.7975 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4299 - acc: 0.7975 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4262 - acc: 0.7975 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4244 - acc: 0.7975 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4220 - acc: 0.7975 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4199 - acc: 0.7975 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.4180 - acc: 0.8078 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.4167 - acc: 0.8225 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.4154 - acc: 0.8249 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.4144 - acc: 0.8244 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.4134 - acc: 0.8288 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.4123 - acc: 0.8296 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.4116 - acc: 0.8297 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.4109 - acc: 0.8329 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.4101 - acc: 0.8322 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.4090 - acc: 0.8329 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.4089 - acc: 0.8335 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.4083 - acc: 0.8331 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.4077 - acc: 0.8342 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.4072 - acc: 0.8346 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.4069 - acc: 0.8354 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.4064 - acc: 0.8356 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.4063 - acc: 0.8346 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.4057 - acc: 0.8351 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.4055 - acc: 0.8360 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.4050 - acc: 0.8361 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.4050 - acc: 0.8369 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.4047 - acc: 0.8361 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.4046 - acc: 0.8360 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8365 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8369 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.4036 - acc: 0.8364 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8361 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8369 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8361 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8356 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8361 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8360 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8364 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8364 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8368 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8371 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8365 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8361 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8371 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8368 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8368 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8363 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8364 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8371 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8367 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8360 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8358 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8360 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8375 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8363 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8367 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8368 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8365 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8357 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8364 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8357 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8367 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8375 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8378 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8361 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8357 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8358 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8363 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8356 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8360 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8353 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8365 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8360 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8353 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8360 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8347 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8358 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8365 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8368 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8367 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8360 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8364 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8351 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8357 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8357 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8351 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8358 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8361 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8357 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8363 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8368 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8371 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8354 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8364 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8367 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8364 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8364 6272/7200 [=========================>....] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 1s - loss: 0.6020 - acc: 0.7931 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4548 - acc: 0.7937 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4376 - acc: 0.7937 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4326 - acc: 0.7937 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4296 - acc: 0.7937 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4272 - acc: 0.7937 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4248 - acc: 0.7937 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4229 - acc: 0.8182 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.4217 - acc: 0.8193 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.4206 - acc: 0.8267 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.4193 - acc: 0.8243 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.4182 - acc: 0.8257 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.4172 - acc: 0.8276 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.4163 - acc: 0.8292 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.4155 - acc: 0.8290 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.4146 - acc: 0.8303 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.4137 - acc: 0.8311 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.4133 - acc: 0.8329 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.4128 - acc: 0.8310 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.4122 - acc: 0.8331 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.4115 - acc: 0.8315 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.4109 - acc: 0.8324 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.4106 - acc: 0.8350 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.4101 - acc: 0.8335 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.4098 - acc: 0.8326 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.4094 - acc: 0.8325 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.4090 - acc: 0.8321 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.4086 - acc: 0.8340 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.4082 - acc: 0.8336 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.4082 - acc: 0.8326 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.4078 - acc: 0.8328 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.4076 - acc: 0.8322 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.4074 - acc: 0.8329 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.4072 - acc: 0.8333 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.4070 - acc: 0.8321 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.4068 - acc: 0.8340 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.4068 - acc: 0.8328 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.4065 - acc: 0.8331 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.4062 - acc: 0.8331 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.4060 - acc: 0.8336 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.4061 - acc: 0.8329 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.4058 - acc: 0.8315 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.4058 - acc: 0.8329 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.4057 - acc: 0.8324 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.4057 - acc: 0.8329 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.4053 - acc: 0.8324 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.4056 - acc: 0.8333 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.4054 - acc: 0.8326 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.4048 - acc: 0.8332 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.4051 - acc: 0.8347 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.4050 - acc: 0.8329 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.4047 - acc: 0.8319 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.4048 - acc: 0.8331 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.4046 - acc: 0.8342 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8339 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.4045 - acc: 0.8319 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.4043 - acc: 0.8328 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.4046 - acc: 0.8326 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8339 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8332 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.8349 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8346 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8314 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.4039 - acc: 0.8337 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.4043 - acc: 0.8325 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8335 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8336 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.4039 - acc: 0.8339 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8333 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8331 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.4039 - acc: 0.8335 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8326 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.4040 - acc: 0.8331 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8342 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8329 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8333 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8337 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8333 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.4036 - acc: 0.8324 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8328 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8328 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8321 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8325 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8322 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8343 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8331 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8350 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8325 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8329 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8331 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8337 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8331 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8325 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8328 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8328 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8332 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8336 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8311 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8329 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8331 6112/7200 [========================>.....] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 1s - loss: 0.6112 - acc: 0.7932 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4637 - acc: 0.7944 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4405 - acc: 0.7944 - ETA: 0s - loss: 0.4730 - a Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4334 - acc: 0.7944 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4297 - acc: 0.7944 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4270 - acc: 0.7944 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4244 - acc: 0.7944 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4212 - acc: 0.7944 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.4200 - acc: 0.8106 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.4183 - acc: 0.8217 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.4173 - acc: 0.8229 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.4161 - acc: 0.8267 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.4150 - acc: 0.8289 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.4141 - acc: 0.8300 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.4134 - acc: 0.8311 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.4125 - acc: 0.8317 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.4116 - acc: 0.8322 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.4110 - acc: 0.8328 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.4104 - acc: 0.8336 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.4099 - acc: 0.8336 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.4092 - acc: 0.8342 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.4089 - acc: 0.8343 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.4086 - acc: 0.8337 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.4080 - acc: 0.8332 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.4075 - acc: 0.8346 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.4068 - acc: 0.8339 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.4068 - acc: 0.8347 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.4065 - acc: 0.8339 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.4059 - acc: 0.8358 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.4059 - acc: 0.8344 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.4053 - acc: 0.8361 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.4051 - acc: 0.8344 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.4047 - acc: 0.8349 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.4048 - acc: 0.8351 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8344 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.4039 - acc: 0.8350 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.4040 - acc: 0.8351 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8342 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8358 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8353 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8347 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8351 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8354 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8350 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8356 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8353 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8356 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8349 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8353 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8360 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8356 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8351 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8361 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8354 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8363 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8360 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8350 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8358 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8353 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8365 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8360 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8358 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8357 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8365 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8360 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8357 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8357 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8349 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8368 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8358 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8353 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8349 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8358 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8349 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8360 - ETA: 0s - loss: 0.3871 - acc Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8363 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8360 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8343 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8361 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8358 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8356 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8361 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8346 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8349 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8358 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8368 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8346 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8350 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8347 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8353 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8360 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8353 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8356 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8361 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8350 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8353 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8358 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8367 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8363 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8349 6528/7200 [==========================>...] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 1s - loss: 0.6267 - acc: 0.7936 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4752 - acc: 0.7969 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4371 - acc: 0.7969 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4268 - acc: 0.7969 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4203 - acc: 0.8006 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4140 - acc: 0.8219 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4076 - acc: 0.8254 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8264 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8282 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8288 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.3894 - acc: 0.8288 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.3860 - acc: 0.8303 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.3824 - acc: 0.8300 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.3803 - acc: 0.8318 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.3775 - acc: 0.8297 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.3751 - acc: 0.8367 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.3730 - acc: 0.8426 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.3715 - acc: 0.8443 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.3694 - acc: 0.8476 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.3671 - acc: 0.8490 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.3663 - acc: 0.8486 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.3643 - acc: 0.8497 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.3630 - acc: 0.8499 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.3616 - acc: 0.8529 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.3611 - acc: 0.8531 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.3593 - acc: 0.8538 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.3585 - acc: 0.8542 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.3575 - acc: 0.8538 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.3568 - acc: 0.8564 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.3556 - acc: 0.8544 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.3548 - acc: 0.8556 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.3540 - acc: 0.8574 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.3535 - acc: 0.8547 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.3525 - acc: 0.8571 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.3525 - acc: 0.8550 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.3512 - acc: 0.8586 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.3512 - acc: 0.8550 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.3510 - acc: 0.8571 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.3503 - acc: 0.8579 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.3500 - acc: 0.8586 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.3493 - acc: 0.8564 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.3489 - acc: 0.8575 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.3485 - acc: 0.8549 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.3485 - acc: 0.8592 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.3480 - acc: 0.8599 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.3480 - acc: 0.8590 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.3478 - acc: 0.8572 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.3473 - acc: 0.8567 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.3469 - acc: 0.8583 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.3466 - acc: 0.8587 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.3464 - acc: 0.8592 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.3461 - acc: 0.8579 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.3455 - acc: 0.8592 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.3453 - acc: 0.8562 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8587 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8579 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.3447 - acc: 0.8606 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8583 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8610 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.3428 - acc: 0.8618 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8607 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8618 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.3422 - acc: 0.8601 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.3422 - acc: 0.8603 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8604 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.3420 - acc: 0.8622 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8597 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8590 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8592 - ETA: 0s - loss: 0.3212 - acc: Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8587 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8610 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8603 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8618 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8608 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8632 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8607 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8617 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8617 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8632 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8607 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8608 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8593 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8586 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8615 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8617 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8600 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8600 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8581 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8611 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8622 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8600 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8611 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8590 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8596 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8614 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8610 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3377 - acc: 0.8603 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8601 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8610 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8603 6496/7200 [==========================>...] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 1s - loss: 0.6307 - acc: 0.7939 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4841 - acc: 0.7962 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4336 - acc: 0.7962 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4153 - acc: 0.7983 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8257 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.3881 - acc: 0.8374 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.3761 - acc: 0.8442 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.3660 - acc: 0.8501 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.3590 - acc: 0.8539 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.3536 - acc: 0.8565 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.3500 - acc: 0.8575 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.3475 - acc: 0.8590 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.3458 - acc: 0.8594 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.3448 - acc: 0.8601 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8621 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8611 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8614 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.3422 - acc: 0.8628 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8606 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8611 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8631 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8636 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8628 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8621 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8621 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8626 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8617 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8622 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8628 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8636 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8625 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8621 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8617 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8628 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8624 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8615 - ETA: 0s - loss: 0.3503 - acc Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8615 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8619 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8619 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8624 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8636 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8622 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8626 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8621 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8626 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8635 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8615 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8624 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8624 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8639 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8633 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8633 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8618 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8624 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8614 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8610 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.3377 - acc: 0.8618 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8643 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8625 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8631 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8621 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8638 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8632 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8611 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8613 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8618 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8629 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8633 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8600 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8624 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8628 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8624 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8640 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8651 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8611 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8617 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8622 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8611 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8625 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8622 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8636 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8628 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8636 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8622 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8636 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8639 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8638 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8635 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8636 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8622 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8626 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8625 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8632 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8625 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8644 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8626 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8644 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8611 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8639 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8621 6816/7200 [===========================>..] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 1s - loss: 0.5973 - acc: 0.7950 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4482 - acc: 0.7957 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4324 - acc: 0.7957 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4282 - acc: 0.7957 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4256 - acc: 0.7957 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4233 - acc: 0.7957 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4206 - acc: 0.7957 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4175 - acc: 0.8167 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.4161 - acc: 0.8199 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.4144 - acc: 0.8251 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.4125 - acc: 0.8292 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.4116 - acc: 0.8303 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.4106 - acc: 0.8311 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.4095 - acc: 0.8324 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.4087 - acc: 0.8332 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.4079 - acc: 0.8332 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.4075 - acc: 0.8333 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.4065 - acc: 0.8349 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.4061 - acc: 0.8356 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.4057 - acc: 0.8358 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.4052 - acc: 0.8358 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.4045 - acc: 0.8372 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.8367 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8358 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8367 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8379 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8375 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8378 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8368 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8374 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8376 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8374 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8369 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8379 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8378 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8371 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8376 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8372 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8371 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8378 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8381 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8371 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8374 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8364 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8368 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8368 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8382 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8392 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8385 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8369 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8367 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8376 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8379 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8379 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8371 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8364 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8375 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8385 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8372 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8381 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8375 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8375 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8372 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8368 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8386 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8376 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8367 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8374 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8372 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8375 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8375 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8368 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8382 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8371 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8381 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8378 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8382 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8361 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8381 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8365 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8387 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8385 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8378 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8365 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8379 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8367 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8374 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8375 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8372 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8399 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8369 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8382 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8403 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8392 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8382 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8357 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8389 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8378 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8383 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8372 5312/7200 [=====================>........] - ETA: 0sEpoch 1/100 7200/7200 [==============================] - 1s - loss: 0.5995 - acc: 0.7951 Epoch 2/100 7200/7200 [==============================] - 0s - loss: 0.4526 - acc: 0.7961 Epoch 3/100 7200/7200 [==============================] - 0s - loss: 0.4364 - acc: 0.7961 Epoch 4/100 7200/7200 [==============================] - 0s - loss: 0.4314 - acc: 0.7961 Epoch 5/100 7200/7200 [==============================] - 0s - loss: 0.4283 - acc: 0.7961 Epoch 6/100 7200/7200 [==============================] - 0s - loss: 0.4256 - acc: 0.7961 Epoch 7/100 7200/7200 [==============================] - 0s - loss: 0.4232 - acc: 0.7961 Epoch 8/100 7200/7200 [==============================] - 0s - loss: 0.4212 - acc: 0.8115 Epoch 9/100 7200/7200 [==============================] - 0s - loss: 0.4196 - acc: 0.8210 Epoch 10/100 7200/7200 [==============================] - 0s - loss: 0.4184 - acc: 0.8229 Epoch 11/100 7200/7200 [==============================] - 0s - loss: 0.4174 - acc: 0.8246 Epoch 12/100 7200/7200 [==============================] - 0s - loss: 0.4169 - acc: 0.8276 Epoch 13/100 7200/7200 [==============================] - 0s - loss: 0.4158 - acc: 0.8290 Epoch 14/100 7200/7200 [==============================] - 0s - loss: 0.4152 - acc: 0.8301 Epoch 15/100 7200/7200 [==============================] - 0s - loss: 0.4143 - acc: 0.8301 Epoch 16/100 7200/7200 [==============================] - 0s - loss: 0.4140 - acc: 0.8299 Epoch 17/100 7200/7200 [==============================] - 0s - loss: 0.4132 - acc: 0.8300 Epoch 18/100 7200/7200 [==============================] - 0s - loss: 0.4127 - acc: 0.8301 Epoch 19/100 7200/7200 [==============================] - 0s - loss: 0.4118 - acc: 0.8318 Epoch 20/100 7200/7200 [==============================] - 0s - loss: 0.4117 - acc: 0.8297 Epoch 21/100 7200/7200 [==============================] - 0s - loss: 0.4114 - acc: 0.8310 Epoch 22/100 7200/7200 [==============================] - 0s - loss: 0.4107 - acc: 0.8319 Epoch 23/100 7200/7200 [==============================] - 0s - loss: 0.4104 - acc: 0.8297 Epoch 24/100 7200/7200 [==============================] - 0s - loss: 0.4096 - acc: 0.8325 Epoch 25/100 7200/7200 [==============================] - 0s - loss: 0.4096 - acc: 0.8317 Epoch 26/100 7200/7200 [==============================] - 0s - loss: 0.4092 - acc: 0.8313 Epoch 27/100 7200/7200 [==============================] - 0s - loss: 0.4092 - acc: 0.8332 Epoch 28/100 7200/7200 [==============================] - 0s - loss: 0.4084 - acc: 0.8331 Epoch 29/100 7200/7200 [==============================] - 0s - loss: 0.4084 - acc: 0.8335 Epoch 30/100 7200/7200 [==============================] - 0s - loss: 0.4081 - acc: 0.8326 Epoch 31/100 7200/7200 [==============================] - 0s - loss: 0.4078 - acc: 0.8322 Epoch 32/100 7200/7200 [==============================] - 0s - loss: 0.4077 - acc: 0.8335 Epoch 33/100 7200/7200 [==============================] - 0s - loss: 0.4077 - acc: 0.8332 Epoch 34/100 7200/7200 [==============================] - 0s - loss: 0.4070 - acc: 0.8335 Epoch 35/100 7200/7200 [==============================] - 0s - loss: 0.4070 - acc: 0.8333 Epoch 36/100 7200/7200 [==============================] - 0s - loss: 0.4070 - acc: 0.8332 Epoch 37/100 7200/7200 [==============================] - 0s - loss: 0.4068 - acc: 0.8335 Epoch 38/100 7200/7200 [==============================] - 0s - loss: 0.4066 - acc: 0.8344 Epoch 39/100 7200/7200 [==============================] - 0s - loss: 0.4063 - acc: 0.8329 Epoch 40/100 7200/7200 [==============================] - 0s - loss: 0.4064 - acc: 0.8328 Epoch 41/100 7200/7200 [==============================] - 0s - loss: 0.4064 - acc: 0.8331 Epoch 42/100 7200/7200 [==============================] - 0s - loss: 0.4063 - acc: 0.8326 Epoch 43/100 7200/7200 [==============================] - 0s - loss: 0.4060 - acc: 0.8337 Epoch 44/100 7200/7200 [==============================] - 0s - loss: 0.4059 - acc: 0.8333 Epoch 45/100 7200/7200 [==============================] - 0s - loss: 0.4057 - acc: 0.8335 Epoch 46/100 7200/7200 [==============================] - 0s - loss: 0.4056 - acc: 0.8342 Epoch 47/100 7200/7200 [==============================] - 0s - loss: 0.4056 - acc: 0.8332 Epoch 48/100 7200/7200 [==============================] - 0s - loss: 0.4054 - acc: 0.8335 Epoch 49/100 7200/7200 [==============================] - 0s - loss: 0.4053 - acc: 0.8333 Epoch 50/100 7200/7200 [==============================] - 0s - loss: 0.4053 - acc: 0.8335 Epoch 51/100 7200/7200 [==============================] - 0s - loss: 0.4050 - acc: 0.8329 Epoch 52/100 7200/7200 [==============================] - 0s - loss: 0.4053 - acc: 0.8337 Epoch 53/100 7200/7200 [==============================] - 0s - loss: 0.4050 - acc: 0.8333 Epoch 54/100 7200/7200 [==============================] - 0s - loss: 0.4050 - acc: 0.8337 Epoch 55/100 7200/7200 [==============================] - 0s - loss: 0.4048 - acc: 0.8344 Epoch 56/100 7200/7200 [==============================] - 0s - loss: 0.4047 - acc: 0.8350 Epoch 57/100 7200/7200 [==============================] - 0s - loss: 0.4047 - acc: 0.8329 Epoch 58/100 7200/7200 [==============================] - 0s - loss: 0.4047 - acc: 0.8329 Epoch 59/100 7200/7200 [==============================] - 0s - loss: 0.4045 - acc: 0.8350 Epoch 60/100 7200/7200 [==============================] - 0s - loss: 0.4043 - acc: 0.8331 Epoch 61/100 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8329 Epoch 62/100 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.8331 Epoch 63/100 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8339 Epoch 64/100 7200/7200 [==============================] - 0s - loss: 0.4043 - acc: 0.8331 Epoch 65/100 7200/7200 [==============================] - 0s - loss: 0.4043 - acc: 0.8329 Epoch 66/100 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8343 Epoch 67/100 7200/7200 [==============================] - 0s - loss: 0.4040 - acc: 0.8336 Epoch 68/100 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8340 Epoch 69/100 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8326 Epoch 70/100 7200/7200 [==============================] - 0s - loss: 0.4040 - acc: 0.8331 Epoch 71/100 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8329 Epoch 72/100 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8339 Epoch 73/100 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8332 Epoch 74/100 7200/7200 [==============================] - 0s - loss: 0.4036 - acc: 0.8346 Epoch 75/100 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8344 Epoch 76/100 7200/7200 [==============================] - 0s - loss: 0.4039 - acc: 0.8322 Epoch 77/100 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8336 Epoch 78/100 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8326 Epoch 79/100 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8349 Epoch 80/100 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8333 Epoch 81/100 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8332 Epoch 82/100 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8333 Epoch 83/100 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8331 Epoch 84/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8326 Epoch 85/100 7200/7200 [==============================] - 0s - loss: 0.4036 - acc: 0.8339 Epoch 86/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8329 Epoch 87/100 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8332 Epoch 88/100 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8337 Epoch 89/100 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8347 Epoch 90/100 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8337 Epoch 91/100 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8322 Epoch 92/100 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8328 Epoch 93/100 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8337 Epoch 94/100 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8343 Epoch 95/100 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8333 Epoch 96/100 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8347 Epoch 97/100 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8346 Epoch 98/100 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8360 Epoch 99/100 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8340 Epoch 100/100 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8342 6880/7200 [===========================>..] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.5814 - acc: 0.7968 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4396 - acc: 0.7971 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4321 - acc: 0.7971 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4298 - acc: 0.7971 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4280 - acc: 0.7971 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4260 - acc: 0.7971 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4240 - acc: 0.7971 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4216 - acc: 0.7971 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4195 - acc: 0.8164 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.4181 - acc: 0.8185 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.4170 - acc: 0.8222 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.4158 - acc: 0.8251 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.4149 - acc: 0.8257 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.4139 - acc: 0.8281 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.4129 - acc: 0.8292 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.4125 - acc: 0.8300 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.4114 - acc: 0.8317 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.4113 - acc: 0.8332 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.4109 - acc: 0.8336 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.4103 - acc: 0.8321 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.4100 - acc: 0.8326 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.4092 - acc: 0.8332 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.4091 - acc: 0.8339 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.4084 - acc: 0.8333 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.4079 - acc: 0.8354 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.4075 - acc: 0.8354 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.4069 - acc: 0.8336 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.4065 - acc: 0.8354 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.4063 - acc: 0.8346 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.4056 - acc: 0.8351 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.4057 - acc: 0.8347 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.4050 - acc: 0.8354 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.4049 - acc: 0.8361 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.4046 - acc: 0.8350 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.4043 - acc: 0.8351 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.8351 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8344 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8346 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8354 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8363 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8368 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8358 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8351 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8353 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8360 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8361 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8351 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8361 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8356 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8353 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8365 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8350 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8360 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8374 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8357 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8363 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8360 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8371 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8360 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8368 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8354 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8350 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8365 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8365 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8374 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8372 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8351 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8353 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8374 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8361 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8354 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8365 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8356 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8368 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8367 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8361 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8369 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8368 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8375 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8360 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8369 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8360 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8364 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8371 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8365 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8358 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8363 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8357 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8358 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8364 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8353 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8367 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8372 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8365 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8365 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8346 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8381 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8356 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8361 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8361 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8372 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8363 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8367 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8367 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8367 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8364 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8358 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8374 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8356 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8360 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8367 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8357 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8363 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8356 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8372 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8375 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8364 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8371 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8368 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8372 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8358 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8372 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8358 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8375 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8361 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8364 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8363 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8379 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8363 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8367 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8368 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8385 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8372 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8378 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8374 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8361 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8381 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8357 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8376 - ETA: 0s - loss: 0.3905 - acc: Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8363 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8363 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8371 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8371 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8372 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8378 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8356 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8369 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8375 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8372 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8371 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8371 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8368 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8381 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8372 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8363 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8358 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8361 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8365 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8381 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8368 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8378 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8375 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8390 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8369 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8364 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8378 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8367 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8379 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8381 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8369 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8368 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8378 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8372 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8378 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8379 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8375 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8376 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8386 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8365 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8375 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8364 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8378 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8379 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8368 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8379 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8364 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8375 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8383 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8375 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8378 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8378 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8385 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8368 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8367 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8382 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8367 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8368 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8368 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8374 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8363 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8374 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8372 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8369 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8367 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8372 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8378 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8375 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8367 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8369 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8372 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8368 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8381 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8379 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8383 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8379 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8383 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8385 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8381 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8378 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8376 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8372 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8389 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8364 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8374 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8368 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8375 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8383 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8371 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8375 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8371 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8375 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8368 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8372 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8376 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8383 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8372 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8379 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8379 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8374 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8374 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8379 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8378 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8387 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8393 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8378 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8367 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8367 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8368 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8381 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8375 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8389 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8376 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8369 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8385 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8364 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8379 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8378 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8374 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8386 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8376 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8381 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8369 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8376 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8383 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8382 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8364 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8381 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8383 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8375 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8381 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8371 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8381 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8369 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8372 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8374 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8378 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8374 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8369 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8385 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8371 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8368 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8365 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8382 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8372 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8378 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8381 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8363 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8389 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8371 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8372 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8378 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8372 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8378 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8392 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8378 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8371 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8365 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8375 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8382 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8378 5728/7200 [======================>.......] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.5786 - acc: 0.7967 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4420 - acc: 0.7967 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4325 - acc: 0.7967 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4283 - acc: 0.7967 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4257 - acc: 0.7967 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4229 - acc: 0.7967 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4209 - acc: 0.7967 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4188 - acc: 0.8071 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4173 - acc: 0.8204 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.4169 - acc: 0.8231 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.4157 - acc: 0.8250 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.4149 - acc: 0.8275 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.4138 - acc: 0.8292 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.4132 - acc: 0.8294 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.4122 - acc: 0.8322 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.4121 - acc: 0.8319 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.4111 - acc: 0.8308 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.4105 - acc: 0.8315 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.4099 - acc: 0.8313 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.4094 - acc: 0.8328 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.4090 - acc: 0.8340 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.4087 - acc: 0.8336 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.4083 - acc: 0.8343 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.4076 - acc: 0.8336 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.4075 - acc: 0.8332 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.4070 - acc: 0.8353 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.4065 - acc: 0.8339 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.4064 - acc: 0.8343 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.4058 - acc: 0.8347 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.4056 - acc: 0.8350 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.4054 - acc: 0.8360 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.4051 - acc: 0.8340 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.4050 - acc: 0.8337 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.4045 - acc: 0.8350 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8344 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.4040 - acc: 0.8347 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.4040 - acc: 0.8349 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.4039 - acc: 0.8364 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8365 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8358 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8343 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8353 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8353 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8365 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8358 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8349 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8350 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8358 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8367 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8372 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8367 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8360 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8361 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8363 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8357 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8361 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8356 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8356 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8375 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8357 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8372 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8356 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8357 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8357 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8361 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8354 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8349 Epoch 68/300 7200/7200 [==============================] - ETA: 0s - loss: 0.4048 - acc: 0.833 - 0s - loss: 0.4008 - acc: 0.8358 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8339 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8353 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8360 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8361 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8350 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8347 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8353 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8367 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8361 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8351 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8363 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8358 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8342 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8357 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8340 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8354 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8369 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8363 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8347 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8363 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8371 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8361 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8358 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8356 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8365 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8364 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8351 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8361 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8360 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8360 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8371 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8361 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8361 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8353 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8364 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8361 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8364 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8344 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8361 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8351 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8360 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8356 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8367 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8350 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8360 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8357 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8364 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8350 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8363 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8361 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8353 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8351 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8361 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8356 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8369 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8350 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8365 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8351 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8372 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8351 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8369 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8369 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8351 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8368 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8360 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8364 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8360 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8356 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8365 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8360 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8356 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8368 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8364 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8356 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8365 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8360 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8356 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8360 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8360 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8367 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8358 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8340 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8351 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8356 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8360 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8364 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8353 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8360 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8367 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8364 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8346 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8368 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8375 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8363 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8364 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8357 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8364 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8365 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8358 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8347 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8369 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8369 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8361 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8374 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8367 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8369 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8354 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8363 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8358 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8368 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8353 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8361 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8360 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8356 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8360 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8357 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8358 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8364 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8369 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8350 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8375 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8375 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8367 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8371 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8361 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8371 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8367 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8364 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8358 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8375 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8364 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8361 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8354 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8374 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8360 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8360 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8363 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8363 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8368 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8349 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8367 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8368 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8365 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8360 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8383 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8368 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8358 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8376 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8358 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8378 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8363 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8364 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8365 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8376 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8368 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8383 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8374 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8364 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8378 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8378 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8369 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8372 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8360 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8383 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8363 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8375 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8376 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8376 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8363 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8372 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8378 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8381 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8383 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8381 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8376 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8385 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8378 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8387 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8375 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8375 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8382 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8363 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8365 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8371 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8374 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8369 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8386 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8379 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8375 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8374 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8382 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8367 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8372 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8383 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8372 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8376 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8387 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8364 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8382 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8382 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8369 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8385 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8383 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8386 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8383 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8382 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8400 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8381 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8369 Epoch 278/300 7200/7200 [==============================] - ETA: 0s - loss: 0.3890 - acc: 0.840 - 0s - loss: 0.3920 - acc: 0.8375 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8364 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8368 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8385 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8383 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8372 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3915 - acc: 0.8394 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8383 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8382 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8385 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8389 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8379 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3909 - acc: 0.8372 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8381 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3907 - acc: 0.8374 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3907 - acc: 0.8383 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8379 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8374 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8379 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8385 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3901 - acc: 0.8379 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3899 - acc: 0.8399 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3897 - acc: 0.8386 5824/7200 [=======================>......] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.6280 - acc: 0.7942 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4581 - acc: 0.7956 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4337 - acc: 0.7956 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4293 - acc: 0.7956 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4262 - acc: 0.7956 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4231 - acc: 0.7982 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4198 - acc: 0.8214 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4168 - acc: 0.8271 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4144 - acc: 0.8307 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.4121 - acc: 0.8324 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.4102 - acc: 0.8322 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.4086 - acc: 0.8324 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.4073 - acc: 0.8326 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.4063 - acc: 0.8332 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.4053 - acc: 0.8337 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.4043 - acc: 0.8340 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.4039 - acc: 0.8317 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8343 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8357 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8354 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8351 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8360 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8347 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8344 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8346 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8353 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8368 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8340 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8358 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8356 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8361 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8360 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8360 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8357 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8353 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8361 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8357 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8360 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8371 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8361 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8358 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8361 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8371 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8364 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8375 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8364 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8382 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8374 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8385 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8378 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8374 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8389 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8378 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8385 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8376 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8379 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8381 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8394 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8397 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8401 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8379 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8379 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8390 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8389 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8392 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8396 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8387 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.3900 - acc: 0.8392 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.3897 - acc: 0.8396 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.3891 - acc: 0.8399 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.3890 - acc: 0.8411 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.3885 - acc: 0.8406 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.3878 - acc: 0.8403 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.3873 - acc: 0.8403 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3868 - acc: 0.8403 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3860 - acc: 0.8404 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3858 - acc: 0.8396 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3852 - acc: 0.8403 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3848 - acc: 0.8407 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3839 - acc: 0.8403 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3835 - acc: 0.8397 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3832 - acc: 0.8404 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3824 - acc: 0.8389 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3809 - acc: 0.8428 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3802 - acc: 0.8396 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3788 - acc: 0.8401 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3778 - acc: 0.8438 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3769 - acc: 0.8406 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3758 - acc: 0.8440 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3753 - acc: 0.8438 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3738 - acc: 0.8432 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3730 - acc: 0.8450 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3717 - acc: 0.8450 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3700 - acc: 0.8461 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3689 - acc: 0.8431 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3683 - acc: 0.8462 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3670 - acc: 0.8467 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3650 - acc: 0.8481 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3653 - acc: 0.8474 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3633 - acc: 0.8492 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3626 - acc: 0.8474 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3601 - acc: 0.8490 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3595 - acc: 0.8522 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3586 - acc: 0.8526 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3567 - acc: 0.8518 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3551 - acc: 0.8542 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3528 - acc: 0.8544 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3519 - acc: 0.8549 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3498 - acc: 0.8554 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3485 - acc: 0.8585 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3474 - acc: 0.8603 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3459 - acc: 0.8585 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3455 - acc: 0.8593 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8592 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8578 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8592 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8600 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8587 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3423 - acc: 0.8611 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3428 - acc: 0.8586 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3425 - acc: 0.8592 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8606 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8597 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8603 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8613 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8600 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8586 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8599 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8590 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8599 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8617 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8604 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8608 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8603 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8587 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8603 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8610 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8601 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8603 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8608 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8603 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8610 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8601 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8608 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8610 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8610 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8599 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8599 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8603 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8611 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8607 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3377 - acc: 0.8599 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8614 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3377 - acc: 0.8617 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8610 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8618 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8593 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8604 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8600 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8624 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8592 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8622 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8614 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8622 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8613 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8622 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8617 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8625 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8626 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8611 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8615 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8593 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8626 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8621 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8610 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8619 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8604 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8624 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8635 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8615 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8607 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8608 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8624 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3353 - acc: 0.8608 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8625 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8610 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8606 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8608 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8631 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8604 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3353 - acc: 0.8610 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8628 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3353 - acc: 0.8621 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8621 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8613 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8619 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8632 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8624 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3346 - acc: 0.8635 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8621 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8624 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3347 - acc: 0.8629 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3345 - acc: 0.8632 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8628 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8622 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8624 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3345 - acc: 0.8607 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3345 - acc: 0.8629 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3343 - acc: 0.8611 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8632 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3344 - acc: 0.8625 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8608 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3341 - acc: 0.8629 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3345 - acc: 0.8617 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8626 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3341 - acc: 0.8633 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8628 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8622 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8628 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8619 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8624 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8632 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8618 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8619 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3341 - acc: 0.8614 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3336 - acc: 0.8606 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8643 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8631 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8628 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8635 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8614 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8625 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3336 - acc: 0.8618 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8640 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3336 - acc: 0.8635 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8629 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8629 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8631 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8636 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3336 - acc: 0.8628 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3336 - acc: 0.8613 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3336 - acc: 0.8635 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3336 - acc: 0.8639 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8625 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8617 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8647 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8619 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8633 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8624 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8633 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8642 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8626 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8633 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3332 - acc: 0.8626 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3333 - acc: 0.8638 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8629 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3331 - acc: 0.8642 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8649 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3333 - acc: 0.8643 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8625 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8635 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8632 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3330 - acc: 0.8640 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3330 - acc: 0.8638 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3333 - acc: 0.8639 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3332 - acc: 0.8621 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3331 - acc: 0.8640 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8636 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8643 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8629 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3331 - acc: 0.8629 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8636 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3332 - acc: 0.8619 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3333 - acc: 0.8618 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3332 - acc: 0.8635 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8622 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8622 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3336 - acc: 0.8626 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3333 - acc: 0.8626 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3328 - acc: 0.8619 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8631 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3330 - acc: 0.8621 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3330 - acc: 0.8626 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3332 - acc: 0.8625 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3331 - acc: 0.8611 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3333 - acc: 0.8638 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3331 - acc: 0.8624 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8624 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3329 - acc: 0.8621 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3333 - acc: 0.8639 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3330 - acc: 0.8625 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3331 - acc: 0.8629 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3329 - acc: 0.8638 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3331 - acc: 0.8626 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8626 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3329 - acc: 0.8633 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3325 - acc: 0.8625 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3331 - acc: 0.8621 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3331 - acc: 0.8625 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3332 - acc: 0.8621 6112/7200 [========================>.....] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.5884 - acc: 0.7954 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4323 - acc: 0.7975 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4200 - acc: 0.7975 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4141 - acc: 0.7975 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4089 - acc: 0.7975 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.7975 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.7990 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8275 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.3910 - acc: 0.8307 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.3873 - acc: 0.8307 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.3843 - acc: 0.8303 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.3812 - acc: 0.8315 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.3787 - acc: 0.8322 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.3764 - acc: 0.8346 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.3736 - acc: 0.8435 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.3712 - acc: 0.8468 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.3689 - acc: 0.8485 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.3671 - acc: 0.8474 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.3654 - acc: 0.8492 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.3633 - acc: 0.8524 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.3617 - acc: 0.8514 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.3600 - acc: 0.8529 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.3600 - acc: 0.8518 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.3587 - acc: 0.8514 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.3574 - acc: 0.8533 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.3564 - acc: 0.8542 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.3560 - acc: 0.8556 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.3550 - acc: 0.8549 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.3541 - acc: 0.8567 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.3536 - acc: 0.8562 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.3529 - acc: 0.8579 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.3528 - acc: 0.8568 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.3522 - acc: 0.8564 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.3520 - acc: 0.8574 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.3509 - acc: 0.8587 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.3507 - acc: 0.8583 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.3503 - acc: 0.8587 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.3500 - acc: 0.8574 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.3498 - acc: 0.8585 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.3492 - acc: 0.8546 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.3496 - acc: 0.8560 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.3485 - acc: 0.8583 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.3487 - acc: 0.8596 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.3482 - acc: 0.8593 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.3482 - acc: 0.8575 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.3484 - acc: 0.8608 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.3480 - acc: 0.8564 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.3468 - acc: 0.8593 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.3473 - acc: 0.8596 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.3464 - acc: 0.8593 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.3462 - acc: 0.8608 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.3467 - acc: 0.8597 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.3464 - acc: 0.8597 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.3463 - acc: 0.8578 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.3461 - acc: 0.8597 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.3457 - acc: 0.8572 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.3459 - acc: 0.8586 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8624 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.3447 - acc: 0.8618 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8601 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.3455 - acc: 0.8614 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8600 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.3447 - acc: 0.8619 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.3453 - acc: 0.8596 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8608 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8608 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8617 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.3441 - acc: 0.8614 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.3439 - acc: 0.8610 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8608 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8644 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8597 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.3426 - acc: 0.8613 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.3428 - acc: 0.8628 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3428 - acc: 0.8618 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3423 - acc: 0.8621 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3426 - acc: 0.8618 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8624 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8628 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3420 - acc: 0.8649 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8622 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8617 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8618 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8611 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8626 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8619 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8629 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8615 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8601 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8621 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8610 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8644 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8621 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8597 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8624 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8614 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8632 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8626 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8603 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8611 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8604 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8613 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8615 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8614 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8611 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8626 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8638 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8621 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8624 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8629 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8621 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8617 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8633 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8622 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8625 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8650 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8617 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8628 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8621 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8617 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8633 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8628 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8653 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8635 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8636 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8644 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8626 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8639 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8639 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3377 - acc: 0.8625 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8618 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8628 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8618 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8632 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8622 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8632 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8640 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8650 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8622 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8621 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8633 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8625 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8658 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8646 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8636 Epoch 146/300 7200/7200 [==============================] - ETA: 0s - loss: 0.3334 - acc: 0.863 - 0s - loss: 0.3359 - acc: 0.8625 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8644 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8635 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8624 - ETA: 0s - loss: 0.2973 - Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8650 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8625 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8631 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8644 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8650 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8650 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3345 - acc: 0.8644 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3353 - acc: 0.8635 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8636 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8631 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3353 - acc: 0.8650 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8631 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8646 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8658 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3344 - acc: 0.8624 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8635 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8647 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8642 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3345 - acc: 0.8631 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8629 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8642 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3345 - acc: 0.8606 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8643 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3346 - acc: 0.8638 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3347 - acc: 0.8625 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8661 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8642 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8625 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3341 - acc: 0.8632 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8638 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8646 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8635 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8640 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8632 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3340 - acc: 0.8625 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8622 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3338 - acc: 0.8631 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3336 - acc: 0.8628 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3332 - acc: 0.8639 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8621 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3331 - acc: 0.8629 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8636 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3332 - acc: 0.8654 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3332 - acc: 0.8639 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3329 - acc: 0.8642 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3332 - acc: 0.8646 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8640 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3332 - acc: 0.8658 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8642 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8603 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3330 - acc: 0.8619 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3329 - acc: 0.8624 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8647 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8649 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3333 - acc: 0.8615 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8635 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8643 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3328 - acc: 0.8638 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8635 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8638 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3325 - acc: 0.8617 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3331 - acc: 0.8636 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3329 - acc: 0.8646 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3332 - acc: 0.8640 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3337 - acc: 0.8606 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3325 - acc: 0.8639 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3330 - acc: 0.8629 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8642 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3329 - acc: 0.8628 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8640 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3330 - acc: 0.8646 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3329 - acc: 0.8650 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8643 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3329 - acc: 0.8632 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8628 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8628 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3329 - acc: 0.8628 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8626 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3328 - acc: 0.8650 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8643 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8644 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8642 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8643 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8622 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3328 - acc: 0.8610 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3325 - acc: 0.8629 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3316 - acc: 0.8639 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8632 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8635 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3325 - acc: 0.8625 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3320 - acc: 0.8644 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8639 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8647 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8628 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8647 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8615 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3325 - acc: 0.8606 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8638 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8649 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3332 - acc: 0.8625 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8653 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3328 - acc: 0.8624 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3315 - acc: 0.8629 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8629 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8635 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8633 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8649 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8635 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8626 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8629 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8632 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3325 - acc: 0.8642 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3325 - acc: 0.8626 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8638 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8654 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3316 - acc: 0.8649 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8638 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8635 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8629 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3313 - acc: 0.8636 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8646 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8624 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3320 - acc: 0.8654 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3316 - acc: 0.8640 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8636 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8633 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8629 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8631 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3314 - acc: 0.8632 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8644 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8642 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8635 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8636 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3326 - acc: 0.8603 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8635 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3313 - acc: 0.8654 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3309 - acc: 0.8649 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8653 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8646 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8624 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3315 - acc: 0.8632 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3324 - acc: 0.8639 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8649 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3312 - acc: 0.8635 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3320 - acc: 0.8642 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8653 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3315 - acc: 0.8604 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8639 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3309 - acc: 0.8640 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3316 - acc: 0.8643 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3320 - acc: 0.8626 5536/7200 [======================>.......] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.5982 - acc: 0.7924 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4430 - acc: 0.7937 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4349 - acc: 0.7937 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4313 - acc: 0.7937 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4284 - acc: 0.7937 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4258 - acc: 0.7937 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4235 - acc: 0.7937 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4218 - acc: 0.8132 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4205 - acc: 0.8203 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.4196 - acc: 0.8221 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.4185 - acc: 0.8260 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.4176 - acc: 0.8251 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.4166 - acc: 0.8279 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.4160 - acc: 0.8282 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.4152 - acc: 0.8278 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.4148 - acc: 0.8294 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.4139 - acc: 0.8300 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.4134 - acc: 0.8311 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.4129 - acc: 0.8317 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.4120 - acc: 0.8314 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.4119 - acc: 0.8319 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.4114 - acc: 0.8328 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.4111 - acc: 0.8329 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.4105 - acc: 0.8331 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.4099 - acc: 0.8337 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.4103 - acc: 0.8326 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.4095 - acc: 0.8329 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.4093 - acc: 0.8336 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.4092 - acc: 0.8337 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.4087 - acc: 0.8332 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.4090 - acc: 0.8332 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.4085 - acc: 0.8326 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.4082 - acc: 0.8337 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.4083 - acc: 0.8325 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.4078 - acc: 0.8342 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.4076 - acc: 0.8318 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.4075 - acc: 0.8333 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.4074 - acc: 0.8337 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.4072 - acc: 0.8326 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.4070 - acc: 0.8332 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.4070 - acc: 0.8328 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.4070 - acc: 0.8326 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.4065 - acc: 0.8339 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.4067 - acc: 0.8315 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.4063 - acc: 0.8339 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.4064 - acc: 0.8340 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.4063 - acc: 0.8325 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.4060 - acc: 0.8317 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.4060 - acc: 0.8336 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.4062 - acc: 0.8332 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.4060 - acc: 0.8328 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.4058 - acc: 0.8335 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.4059 - acc: 0.8335 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.4057 - acc: 0.8333 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.4057 - acc: 0.8326 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.4057 - acc: 0.8335 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.4056 - acc: 0.8333 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.4055 - acc: 0.8339 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.4053 - acc: 0.8315 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.4054 - acc: 0.8325 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.4053 - acc: 0.8331 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.4054 - acc: 0.8318 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.4051 - acc: 0.8335 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.4051 - acc: 0.8336 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.4052 - acc: 0.8318 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.4051 - acc: 0.8332 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.4050 - acc: 0.8329 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.4048 - acc: 0.8333 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.4049 - acc: 0.8332 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.4051 - acc: 0.8331 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.4045 - acc: 0.8319 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.4050 - acc: 0.8324 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.4048 - acc: 0.8335 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.4045 - acc: 0.8324 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.4045 - acc: 0.8326 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.4043 - acc: 0.8337 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8339 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.4046 - acc: 0.8322 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.8350 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.4039 - acc: 0.8337 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.4040 - acc: 0.8337 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.4040 - acc: 0.8339 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8333 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.4039 - acc: 0.8332 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.8317 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8324 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8337 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8344 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.4040 - acc: 0.8325 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8335 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8344 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.4036 - acc: 0.8337 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8344 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8335 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8326 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.4039 - acc: 0.8329 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8346 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8332 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8343 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8340 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8329 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8336 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8343 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8332 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8332 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8347 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8329 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8340 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8331 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8343 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8344 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8337 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8336 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8354 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8340 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8322 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8325 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8337 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8333 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8336 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8339 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8337 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8329 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8331 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8335 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8347 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8331 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8336 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8326 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8326 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8332 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8331 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8347 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8326 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8336 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8337 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8343 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8335 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8333 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8332 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8344 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8328 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8340 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8329 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8335 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8337 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8346 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8319 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8329 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8329 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8347 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8339 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8325 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8337 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8328 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8325 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8326 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8350 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8331 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8335 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8325 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8336 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8349 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8337 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8333 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8342 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8339 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8329 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8335 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8336 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8328 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8340 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8329 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8335 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8336 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8339 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8322 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8342 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8340 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8331 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8342 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8339 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8329 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8333 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8339 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8344 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8325 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8332 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8333 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8339 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8336 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8336 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8336 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8340 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8329 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8339 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8335 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8332 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8342 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8331 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8326 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8325 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8326 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8342 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8347 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8337 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8335 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8335 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8342 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8347 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8328 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8344 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8347 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8336 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8343 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8350 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8325 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8343 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8339 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8339 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8328 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8344 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8336 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8331 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8342 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8343 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8322 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8354 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8339 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8332 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8329 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8329 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8353 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8339 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8347 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8349 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8326 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8332 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8342 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8343 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8337 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8342 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8328 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8358 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8342 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8347 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8347 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8340 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8332 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8337 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8347 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8346 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8325 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8336 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8331 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8324 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8350 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8337 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8335 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8336 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8335 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8326 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8351 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8340 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8340 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8337 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8336 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8360 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8340 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8339 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8333 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8347 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8336 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8350 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8337 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8350 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8342 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8350 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8353 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8342 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8349 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8344 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8342 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8340 Epoch 285/300 7200/7200 [==============================] - ETA: 0s - loss: 0.4008 - acc: 0.835 - 0s - loss: 0.4017 - acc: 0.8339 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8346 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8340 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8328 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8344 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8325 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8346 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8324 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8336 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8347 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8336 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8343 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8331 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8339 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8339 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8324 6368/7200 [=========================>....] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.6051 - acc: 0.7939 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4463 - acc: 0.7944 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4336 - acc: 0.7944 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4303 - acc: 0.7944 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4271 - acc: 0.7944 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4233 - acc: 0.7949 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4195 - acc: 0.8221 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4161 - acc: 0.8264 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4131 - acc: 0.8290 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.4108 - acc: 0.8299 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.4084 - acc: 0.8322 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.4072 - acc: 0.8331 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.4056 - acc: 0.8318 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.4040 - acc: 0.8336 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8342 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8344 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8335 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8342 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8344 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8343 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8336 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8340 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8333 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8347 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8356 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8356 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8346 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8351 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8367 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8346 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8378 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8358 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8342 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8360 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8367 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8356 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8364 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8367 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8361 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8356 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8364 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8369 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8357 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8376 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8365 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8374 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8374 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8375 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8363 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8354 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8374 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8361 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8368 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8372 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8386 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8375 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8375 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8381 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8375 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8379 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8356 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8371 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8371 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8372 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8379 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8372 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8379 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8368 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8367 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8381 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8387 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8393 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8383 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8360 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8382 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8385 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8393 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8381 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8392 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8383 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8396 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8383 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8399 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8390 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8400 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3915 - acc: 0.8389 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3910 - acc: 0.8406 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3911 - acc: 0.8404 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3906 - acc: 0.8392 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3907 - acc: 0.8415 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8414 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3900 - acc: 0.8408 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8419 - ETA: 0s - loss: 0.3645 - acc Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3897 - acc: 0.8413 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3894 - acc: 0.8404 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3893 - acc: 0.8418 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3895 - acc: 0.8413 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3887 - acc: 0.8410 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3886 - acc: 0.8389 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8422 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3876 - acc: 0.8413 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8418 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3868 - acc: 0.8410 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3864 - acc: 0.8417 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3864 - acc: 0.8408 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3851 - acc: 0.8406 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3847 - acc: 0.8394 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3836 - acc: 0.8414 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3831 - acc: 0.8396 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3821 - acc: 0.8386 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3809 - acc: 0.8383 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3794 - acc: 0.8376 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3779 - acc: 0.8400 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3763 - acc: 0.8406 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3744 - acc: 0.8401 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3721 - acc: 0.8414 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3703 - acc: 0.8424 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3689 - acc: 0.8440 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3663 - acc: 0.8460 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3651 - acc: 0.8490 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3642 - acc: 0.8493 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3623 - acc: 0.8507 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3613 - acc: 0.8521 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3605 - acc: 0.8533 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3580 - acc: 0.8546 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3572 - acc: 0.8565 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3554 - acc: 0.8569 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3550 - acc: 0.8564 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3541 - acc: 0.8597 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3539 - acc: 0.8594 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3529 - acc: 0.8601 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3528 - acc: 0.8594 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3521 - acc: 0.8594 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3513 - acc: 0.8613 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3511 - acc: 0.8613 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3503 - acc: 0.8614 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3504 - acc: 0.8593 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3497 - acc: 0.8608 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3500 - acc: 0.8617 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3499 - acc: 0.8600 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3491 - acc: 0.8604 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3487 - acc: 0.8607 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3489 - acc: 0.8585 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3485 - acc: 0.8614 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3481 - acc: 0.8593 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3479 - acc: 0.8586 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3479 - acc: 0.8601 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3470 - acc: 0.8610 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3469 - acc: 0.8583 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3466 - acc: 0.8613 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3463 - acc: 0.8599 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3472 - acc: 0.8625 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3464 - acc: 0.8617 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3462 - acc: 0.8599 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3464 - acc: 0.8631 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3464 - acc: 0.8606 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3458 - acc: 0.8624 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3454 - acc: 0.8613 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3459 - acc: 0.8628 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8606 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3454 - acc: 0.8621 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8614 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3445 - acc: 0.8632 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8606 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8614 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8614 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3447 - acc: 0.8615 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3452 - acc: 0.8603 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8617 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8613 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8613 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8619 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8624 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8611 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8618 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3441 - acc: 0.8619 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8597 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8631 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8613 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8624 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8611 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8621 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8624 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8625 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8607 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8644 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8618 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8593 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8622 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8599 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8615 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8607 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3428 - acc: 0.8593 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3428 - acc: 0.8610 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3426 - acc: 0.8624 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8617 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3422 - acc: 0.8614 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8617 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3425 - acc: 0.8613 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3425 - acc: 0.8624 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3420 - acc: 0.8613 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3430 - acc: 0.8618 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8622 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3428 - acc: 0.8610 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8622 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8618 Epoch 207/300 7200/7200 [==============================] - ETA: 0s - loss: 0.3428 - acc: 0.857 - 0s - loss: 0.3419 - acc: 0.8597 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3422 - acc: 0.8601 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3420 - acc: 0.8629 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3423 - acc: 0.8614 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8615 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8622 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8636 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8642 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3422 - acc: 0.8636 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3422 - acc: 0.8619 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8596 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3420 - acc: 0.8622 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3423 - acc: 0.8619 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8622 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3414 - acc: 0.8619 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8635 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8617 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8632 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8626 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8604 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8610 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8626 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8619 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8617 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8633 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8619 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8622 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3414 - acc: 0.8614 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8614 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8610 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8611 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8643 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8628 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8615 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8613 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8618 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8611 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8632 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8625 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8631 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8608 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8619 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8628 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8636 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8621 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8615 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8611 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8635 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8636 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8624 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8617 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8628 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8613 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8624 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8621 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8635 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8622 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8629 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8606 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8621 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8649 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8631 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8621 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8632 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8607 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8633 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8622 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8631 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8625 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8628 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8614 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8622 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8629 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8610 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8614 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8604 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8613 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8619 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8613 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8622 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8625 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8618 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8617 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8604 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8603 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8646 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8621 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8604 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8622 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8633 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8625 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8614 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8621 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8629 6496/7200 [==========================>...] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.5786 - acc: 0.7967 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4319 - acc: 0.7969 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4185 - acc: 0.7969 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4126 - acc: 0.7969 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4070 - acc: 0.7969 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.7969 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8262 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8289 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.3887 - acc: 0.8292 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.3844 - acc: 0.8299 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.3809 - acc: 0.8296 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.3778 - acc: 0.8385 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.3747 - acc: 0.8449 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.3729 - acc: 0.8461 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.3704 - acc: 0.8485 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.3683 - acc: 0.8499 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.3669 - acc: 0.8504 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.3661 - acc: 0.8503 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.3649 - acc: 0.8531 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.3641 - acc: 0.8517 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.3629 - acc: 0.8529 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.3623 - acc: 0.8550 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.3608 - acc: 0.8544 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.3609 - acc: 0.8547 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.3589 - acc: 0.8553 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.3593 - acc: 0.8526 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.3587 - acc: 0.8549 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.3575 - acc: 0.8575 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.3566 - acc: 0.8558 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.3566 - acc: 0.8532 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.3567 - acc: 0.8551 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.3564 - acc: 0.8567 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.3554 - acc: 0.8553 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.3555 - acc: 0.8550 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.3551 - acc: 0.8565 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.3549 - acc: 0.8574 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.3538 - acc: 0.8600 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.3542 - acc: 0.8586 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.3534 - acc: 0.8582 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.3540 - acc: 0.8576 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.3531 - acc: 0.8574 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.3513 - acc: 0.8578 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.3528 - acc: 0.8594 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.3522 - acc: 0.8572 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.3518 - acc: 0.8569 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.3515 - acc: 0.8606 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.3518 - acc: 0.8579 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.3511 - acc: 0.8575 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.3505 - acc: 0.8600 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.3515 - acc: 0.8585 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.3515 - acc: 0.8581 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.3505 - acc: 0.8585 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.3503 - acc: 0.8597 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.3507 - acc: 0.8582 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.3501 - acc: 0.8592 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.3500 - acc: 0.8574 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.3494 - acc: 0.8613 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.3491 - acc: 0.8599 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.3492 - acc: 0.8579 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.3491 - acc: 0.8601 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.3497 - acc: 0.8592 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.3493 - acc: 0.8608 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.3493 - acc: 0.8571 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.3490 - acc: 0.8587 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.3482 - acc: 0.8594 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.3489 - acc: 0.8593 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.3492 - acc: 0.8568 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.3477 - acc: 0.8586 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.3486 - acc: 0.8603 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.3478 - acc: 0.8597 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.3478 - acc: 0.8578 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.3478 - acc: 0.8610 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.3471 - acc: 0.8618 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.3476 - acc: 0.8589 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3479 - acc: 0.8597 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3480 - acc: 0.8587 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3477 - acc: 0.8600 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3473 - acc: 0.8608 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3473 - acc: 0.8594 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3478 - acc: 0.8596 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3477 - acc: 0.8579 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3468 - acc: 0.8608 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3467 - acc: 0.8597 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3466 - acc: 0.8594 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3462 - acc: 0.8621 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3463 - acc: 0.8599 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3465 - acc: 0.8603 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3465 - acc: 0.8600 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3463 - acc: 0.8607 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3459 - acc: 0.8603 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3464 - acc: 0.8610 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3462 - acc: 0.8574 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8594 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3447 - acc: 0.8589 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3458 - acc: 0.8603 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8597 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8596 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3457 - acc: 0.8608 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8596 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8579 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3452 - acc: 0.8592 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3452 - acc: 0.8617 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8587 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8624 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3445 - acc: 0.8596 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8578 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3442 - acc: 0.8594 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8626 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8631 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8613 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3443 - acc: 0.8594 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8586 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3439 - acc: 0.8597 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3439 - acc: 0.8613 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3445 - acc: 0.8610 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3445 - acc: 0.8606 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3439 - acc: 0.8610 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8611 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8582 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8610 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8607 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8608 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8597 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8624 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8596 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8603 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8593 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8607 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8626 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3430 - acc: 0.8597 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8631 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8617 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8610 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3422 - acc: 0.8618 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8601 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8590 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8594 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8608 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3422 - acc: 0.8635 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3433 - acc: 0.8596 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8638 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3426 - acc: 0.8606 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3428 - acc: 0.8622 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3425 - acc: 0.8601 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3430 - acc: 0.8593 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8600 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3423 - acc: 0.8606 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3428 - acc: 0.8608 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3430 - acc: 0.8619 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3426 - acc: 0.8621 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8617 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8606 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8622 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3420 - acc: 0.8606 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3423 - acc: 0.8614 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3428 - acc: 0.8610 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3414 - acc: 0.8608 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8611 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3420 - acc: 0.8619 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3428 - acc: 0.8599 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3420 - acc: 0.8594 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3429 - acc: 0.8628 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3423 - acc: 0.8622 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8622 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8601 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3420 - acc: 0.8613 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8631 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3414 - acc: 0.8622 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8638 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8610 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8618 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8624 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8606 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3423 - acc: 0.8596 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8626 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8597 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8607 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8632 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8617 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8615 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3414 - acc: 0.8622 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3420 - acc: 0.8618 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8613 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8619 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8614 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8606 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8618 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8621 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8622 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8599 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8632 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8614 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3414 - acc: 0.8607 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8625 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8611 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8615 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8594 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8644 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8607 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8617 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8638 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8606 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8636 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8621 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8625 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8628 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8607 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8638 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8625 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8622 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8644 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8629 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8644 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8611 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8621 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8619 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8611 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8604 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8608 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8632 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8639 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8608 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8632 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8615 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8611 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8597 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8621 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8624 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8628 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8622 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8629 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8640 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8629 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8628 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8625 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8624 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8613 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8639 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8624 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8632 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8622 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8615 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8631 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8614 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8629 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8622 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8636 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8626 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8615 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8632 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8633 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8626 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8615 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8615 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8619 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8636 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8618 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8625 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8628 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8615 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8626 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8647 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8626 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8636 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8618 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8604 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8631 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8650 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8621 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8636 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8636 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8632 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8636 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8603 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8619 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8625 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8643 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8646 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8626 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8639 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8636 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8624 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8618 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8625 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8644 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8640 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8633 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8644 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8642 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8632 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8626 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8629 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8625 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8632 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8626 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8619 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8628 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8633 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8643 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8625 5824/7200 [=======================>......] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.5947 - acc: 0.7935 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4381 - acc: 0.7962 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4190 - acc: 0.8046 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8126 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.3879 - acc: 0.8169 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.3743 - acc: 0.8386 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.3630 - acc: 0.8489 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.3555 - acc: 0.8544 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.3511 - acc: 0.8562 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.3478 - acc: 0.8583 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.3455 - acc: 0.8571 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8589 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.3424 - acc: 0.8592 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8592 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.3412 - acc: 0.8589 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8604 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8606 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8621 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8606 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8622 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8593 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8610 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8618 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8622 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8625 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8628 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8628 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8639 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.3353 - acc: 0.8615 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8632 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8640 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.3343 - acc: 0.8638 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.3341 - acc: 0.8619 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.3341 - acc: 0.8619 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8628 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8642 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8628 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.3339 - acc: 0.8636 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8636 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.3333 - acc: 0.8638 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8631 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.3329 - acc: 0.8647 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.3331 - acc: 0.8638 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.3335 - acc: 0.8635 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.3334 - acc: 0.8647 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.3327 - acc: 0.8639 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.3326 - acc: 0.8649 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8633 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.3329 - acc: 0.8644 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8643 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8657 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.3315 - acc: 0.8629 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8657 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.3319 - acc: 0.8656 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8657 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8633 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8617 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.3323 - acc: 0.8643 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.3322 - acc: 0.8656 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.3321 - acc: 0.8653 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.3316 - acc: 0.8647 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8642 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.3316 - acc: 0.8649 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.3314 - acc: 0.8656 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.3316 - acc: 0.8646 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8651 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.3314 - acc: 0.8660 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.3314 - acc: 0.8657 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.3316 - acc: 0.8636 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.3314 - acc: 0.8636 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.3313 - acc: 0.8653 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.3318 - acc: 0.8643 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.3316 - acc: 0.8658 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.3313 - acc: 0.8660 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8654 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3312 - acc: 0.8653 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8660 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3314 - acc: 0.8649 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8651 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8657 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3307 - acc: 0.8658 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3315 - acc: 0.8656 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3312 - acc: 0.8660 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3308 - acc: 0.8657 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3317 - acc: 0.8657 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8644 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3307 - acc: 0.8668 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8657 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3312 - acc: 0.8657 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3312 - acc: 0.8649 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3308 - acc: 0.8650 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3308 - acc: 0.8653 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8656 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3308 - acc: 0.8657 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3309 - acc: 0.8667 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3306 - acc: 0.8647 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3313 - acc: 0.8651 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3309 - acc: 0.8664 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3307 - acc: 0.8660 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3306 - acc: 0.8663 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3302 - acc: 0.8647 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3308 - acc: 0.8636 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3306 - acc: 0.8649 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3309 - acc: 0.8660 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8651 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3306 - acc: 0.8663 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3311 - acc: 0.8657 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3303 - acc: 0.8671 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3306 - acc: 0.8654 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3308 - acc: 0.8660 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3309 - acc: 0.8647 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3304 - acc: 0.8653 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3310 - acc: 0.8669 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3306 - acc: 0.8663 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3305 - acc: 0.8651 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3306 - acc: 0.8656 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3309 - acc: 0.8653 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3305 - acc: 0.8661 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3307 - acc: 0.8651 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3309 - acc: 0.8643 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3309 - acc: 0.8667 - ETA: 0s - loss: 0.3342 - Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3302 - acc: 0.8658 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3309 - acc: 0.8660 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3303 - acc: 0.8647 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3308 - acc: 0.8651 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3305 - acc: 0.8656 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3303 - acc: 0.8664 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3302 - acc: 0.8657 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3306 - acc: 0.8660 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3302 - acc: 0.8664 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3306 - acc: 0.8635 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3306 - acc: 0.8649 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3307 - acc: 0.8657 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3305 - acc: 0.8636 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3303 - acc: 0.8643 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3305 - acc: 0.8653 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3304 - acc: 0.8664 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3302 - acc: 0.8651 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3302 - acc: 0.8660 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8646 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3300 - acc: 0.8640 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3307 - acc: 0.8663 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8657 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3300 - acc: 0.8653 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3303 - acc: 0.8656 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3303 - acc: 0.8650 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3305 - acc: 0.8669 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8657 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8663 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3301 - acc: 0.8654 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3294 - acc: 0.8650 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3306 - acc: 0.8653 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3302 - acc: 0.8658 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3303 - acc: 0.8650 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8661 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3301 - acc: 0.8664 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3301 - acc: 0.8663 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8656 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3304 - acc: 0.8660 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3295 - acc: 0.8663 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8667 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8642 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3300 - acc: 0.8661 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3301 - acc: 0.8658 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8657 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8654 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3304 - acc: 0.8651 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8661 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3300 - acc: 0.8669 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3305 - acc: 0.8649 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8668 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3303 - acc: 0.8658 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3303 - acc: 0.8668 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8658 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8663 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8657 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3304 - acc: 0.8669 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8653 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8668 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8665 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3300 - acc: 0.8651 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3300 - acc: 0.8649 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8664 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3294 - acc: 0.8653 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8661 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8650 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8668 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3295 - acc: 0.8661 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3294 - acc: 0.8656 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8651 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8661 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3294 - acc: 0.8654 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8674 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3294 - acc: 0.8665 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8650 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3302 - acc: 0.8653 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8658 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8658 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3300 - acc: 0.8647 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3301 - acc: 0.8651 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8665 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8649 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8643 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8663 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8642 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3300 - acc: 0.8667 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8654 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8657 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8675 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3300 - acc: 0.8660 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3294 - acc: 0.8649 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8658 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8661 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8657 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8672 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3295 - acc: 0.8654 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8658 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8657 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8650 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3301 - acc: 0.8669 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3301 - acc: 0.8643 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8650 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8668 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8657 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3295 - acc: 0.8657 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3301 - acc: 0.8665 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8653 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3301 - acc: 0.8649 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3293 - acc: 0.8657 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3300 - acc: 0.8669 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8663 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3294 - acc: 0.8647 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3293 - acc: 0.8669 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3302 - acc: 0.8661 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8653 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3292 - acc: 0.8658 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8651 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8653 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8653 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3293 - acc: 0.8660 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8660 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3300 - acc: 0.8646 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3293 - acc: 0.8651 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8658 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3304 - acc: 0.8642 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8656 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3294 - acc: 0.8671 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8675 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8661 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8663 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8663 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3294 - acc: 0.8671 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3302 - acc: 0.8658 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3293 - acc: 0.8667 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3300 - acc: 0.8651 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3295 - acc: 0.8671 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3295 - acc: 0.8657 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8664 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3294 - acc: 0.8644 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8671 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8654 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8663 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8649 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8667 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8665 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8651 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3295 - acc: 0.8643 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8660 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8654 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3293 - acc: 0.8644 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8647 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3301 - acc: 0.8663 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3294 - acc: 0.8646 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3292 - acc: 0.8657 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3301 - acc: 0.8658 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8650 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8636 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3295 - acc: 0.8654 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3295 - acc: 0.8651 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3295 - acc: 0.8653 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3295 - acc: 0.8665 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8658 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3295 - acc: 0.8651 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8663 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3295 - acc: 0.8656 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3298 - acc: 0.8653 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3294 - acc: 0.8644 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8636 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8663 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3295 - acc: 0.8657 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3297 - acc: 0.8661 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3291 - acc: 0.8654 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3295 - acc: 0.8649 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8644 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3299 - acc: 0.8649 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3292 - acc: 0.8646 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8650 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3296 - acc: 0.8660 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3292 - acc: 0.8649 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3295 - acc: 0.8654 5920/7200 [=======================>......] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.5741 - acc: 0.7956 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4350 - acc: 0.7957 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4279 - acc: 0.7957 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4246 - acc: 0.7957 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4216 - acc: 0.7957 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4182 - acc: 0.8181 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4140 - acc: 0.8290 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4106 - acc: 0.8329 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4078 - acc: 0.8343 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.4058 - acc: 0.8332 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8358 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8361 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8346 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8369 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8364 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8361 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8358 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8363 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8365 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8357 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8364 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8360 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8364 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8365 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8372 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8353 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8374 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8374 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8360 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8365 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8365 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8371 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8363 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8372 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8378 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8387 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8376 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8360 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8364 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8379 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8385 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8378 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8385 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8383 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8394 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8376 Epoch 47/300 7200/7200 [==============================] - ETA: 0s - loss: 0.3953 - acc: 0.835 - 0s - loss: 0.3920 - acc: 0.8376 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8372 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.3914 - acc: 0.8381 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8386 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.3914 - acc: 0.8381 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.3915 - acc: 0.8381 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.3911 - acc: 0.8378 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.3910 - acc: 0.8390 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.3909 - acc: 0.8375 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.3906 - acc: 0.8392 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8385 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.3906 - acc: 0.8375 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.3906 - acc: 0.8392 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.3906 - acc: 0.8381 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8393 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8379 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8382 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8386 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.3901 - acc: 0.8399 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.3899 - acc: 0.8389 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.3897 - acc: 0.8379 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.3900 - acc: 0.8383 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.3898 - acc: 0.8390 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.3895 - acc: 0.8392 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.3895 - acc: 0.8387 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.3896 - acc: 0.8396 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.3897 - acc: 0.8400 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.3893 - acc: 0.8396 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3892 - acc: 0.8400 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3896 - acc: 0.8387 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3896 - acc: 0.8383 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3893 - acc: 0.8386 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3890 - acc: 0.8392 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3892 - acc: 0.8394 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3891 - acc: 0.8404 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3887 - acc: 0.8407 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3891 - acc: 0.8389 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3890 - acc: 0.8410 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3889 - acc: 0.8403 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3884 - acc: 0.8401 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3892 - acc: 0.8400 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3889 - acc: 0.8404 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3888 - acc: 0.8399 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3888 - acc: 0.8406 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3885 - acc: 0.8403 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3885 - acc: 0.8393 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3887 - acc: 0.8404 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3887 - acc: 0.8403 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3890 - acc: 0.8406 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3886 - acc: 0.8410 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3888 - acc: 0.8400 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3885 - acc: 0.8417 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3885 - acc: 0.8419 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3884 - acc: 0.8433 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3885 - acc: 0.8418 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3884 - acc: 0.8400 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8396 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3884 - acc: 0.8408 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3880 - acc: 0.8406 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3885 - acc: 0.8426 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3881 - acc: 0.8421 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8419 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3878 - acc: 0.8407 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3877 - acc: 0.8407 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3884 - acc: 0.8422 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3881 - acc: 0.8408 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8404 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3881 - acc: 0.8418 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8410 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8413 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3881 - acc: 0.8401 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3877 - acc: 0.8411 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3880 - acc: 0.8421 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3877 - acc: 0.8415 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3881 - acc: 0.8415 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3880 - acc: 0.8397 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3878 - acc: 0.8407 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8413 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8407 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3876 - acc: 0.8400 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8403 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3876 - acc: 0.8407 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3880 - acc: 0.8407 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8414 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8408 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3876 - acc: 0.8411 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8419 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8417 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8413 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8414 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8418 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8432 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8422 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3871 - acc: 0.8428 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8417 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3869 - acc: 0.8418 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8415 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3871 - acc: 0.8417 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3871 - acc: 0.8426 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3873 - acc: 0.8408 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8417 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3871 - acc: 0.8411 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3871 - acc: 0.8426 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3871 - acc: 0.8414 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3869 - acc: 0.8396 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3868 - acc: 0.8417 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3873 - acc: 0.8399 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3869 - acc: 0.8424 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3867 - acc: 0.8417 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3863 - acc: 0.8421 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3871 - acc: 0.8425 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3869 - acc: 0.8436 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3868 - acc: 0.8413 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3868 - acc: 0.8428 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3870 - acc: 0.8407 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3870 - acc: 0.8428 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3870 - acc: 0.8419 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3870 - acc: 0.8421 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3863 - acc: 0.8433 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3866 - acc: 0.8429 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3863 - acc: 0.8440 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3861 - acc: 0.8431 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3863 - acc: 0.8436 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3861 - acc: 0.8436 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3855 - acc: 0.8438 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3856 - acc: 0.8438 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3857 - acc: 0.8426 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3846 - acc: 0.8453 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3846 - acc: 0.8431 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3829 - acc: 0.8429 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3817 - acc: 0.8429 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3800 - acc: 0.8432 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3772 - acc: 0.8447 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3745 - acc: 0.8454 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3711 - acc: 0.8468 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3683 - acc: 0.8483 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3658 - acc: 0.8471 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3638 - acc: 0.8478 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3617 - acc: 0.8492 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3607 - acc: 0.8490 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3598 - acc: 0.8507 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3590 - acc: 0.8508 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3574 - acc: 0.8531 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3574 - acc: 0.8510 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3569 - acc: 0.8539 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3565 - acc: 0.8536 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3565 - acc: 0.8531 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3564 - acc: 0.8531 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3561 - acc: 0.8525 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3554 - acc: 0.8544 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3556 - acc: 0.8549 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3548 - acc: 0.8550 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3544 - acc: 0.8564 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3540 - acc: 0.8547 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3538 - acc: 0.8543 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3538 - acc: 0.8561 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3528 - acc: 0.8561 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3523 - acc: 0.8593 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3515 - acc: 0.8583 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3508 - acc: 0.8583 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3500 - acc: 0.8590 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3495 - acc: 0.8607 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3486 - acc: 0.8594 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3473 - acc: 0.8626 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3466 - acc: 0.8614 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3465 - acc: 0.8611 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3461 - acc: 0.8619 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3452 - acc: 0.8632 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3450 - acc: 0.8632 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3444 - acc: 0.8629 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3444 - acc: 0.8622 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3439 - acc: 0.8629 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8635 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8624 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8625 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3432 - acc: 0.8631 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8626 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3423 - acc: 0.8619 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8622 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3422 - acc: 0.8626 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8626 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8624 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3413 - acc: 0.8632 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3416 - acc: 0.8633 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3414 - acc: 0.8633 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8656 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8644 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8626 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3404 - acc: 0.8639 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3415 - acc: 0.8618 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8633 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8628 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8628 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8654 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8626 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8642 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8650 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8628 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8631 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8640 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8629 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8644 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8624 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8622 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8597 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8646 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8625 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8643 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8640 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8635 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8624 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8632 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8638 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8633 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8615 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8657 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8640 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8622 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8632 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8642 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3377 - acc: 0.8621 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8638 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3377 - acc: 0.8646 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8640 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8636 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8639 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8633 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8625 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8635 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8633 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8632 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8628 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8631 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8639 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8626 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8613 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8639 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8640 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8643 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8622 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8614 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8644 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8633 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8633 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8638 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8622 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8638 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8654 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8635 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8643 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8631 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8646 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8624 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8631 7136/7200 [============================>.] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.5950 - acc: 0.7950 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4380 - acc: 0.7961 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4223 - acc: 0.8075 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4145 - acc: 0.8201 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4081 - acc: 0.8236 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8260 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8257 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8267 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.3888 - acc: 0.8276 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.3850 - acc: 0.8292 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.3825 - acc: 0.8300 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.3804 - acc: 0.8288 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.3788 - acc: 0.8301 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.3767 - acc: 0.8353 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.3747 - acc: 0.8435 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.3734 - acc: 0.8429 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.3715 - acc: 0.8435 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.3702 - acc: 0.8474 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.3688 - acc: 0.8471 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.3683 - acc: 0.8493 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.3666 - acc: 0.8501 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.3658 - acc: 0.8492 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.3643 - acc: 0.8510 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.3632 - acc: 0.8511 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.3620 - acc: 0.8501 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.3612 - acc: 0.8518 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.3609 - acc: 0.8512 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.3592 - acc: 0.8526 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.3594 - acc: 0.8507 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.3579 - acc: 0.8533 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.3575 - acc: 0.8525 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.3564 - acc: 0.8525 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.3560 - acc: 0.8558 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.3557 - acc: 0.8546 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.3549 - acc: 0.8560 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.3554 - acc: 0.8542 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.3546 - acc: 0.8564 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.3534 - acc: 0.8562 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.3531 - acc: 0.8553 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.3525 - acc: 0.8567 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.3526 - acc: 0.8556 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.3518 - acc: 0.8564 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.3514 - acc: 0.8562 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.3513 - acc: 0.8574 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.3515 - acc: 0.8543 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.3510 - acc: 0.8557 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.3504 - acc: 0.8556 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.3503 - acc: 0.8576 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.3492 - acc: 0.8599 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.3497 - acc: 0.8556 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.3490 - acc: 0.8562 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.3491 - acc: 0.8567 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.3487 - acc: 0.8574 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.3482 - acc: 0.8576 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.3486 - acc: 0.8587 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.3477 - acc: 0.8582 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.3475 - acc: 0.8583 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.3482 - acc: 0.8578 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.3474 - acc: 0.8576 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.3472 - acc: 0.8590 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.3471 - acc: 0.8581 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.3462 - acc: 0.8587 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.3467 - acc: 0.8586 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.3468 - acc: 0.8576 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.3463 - acc: 0.8589 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.3458 - acc: 0.8593 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.3465 - acc: 0.8574 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.3458 - acc: 0.8590 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8585 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8590 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.3457 - acc: 0.8586 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.3459 - acc: 0.8587 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.3455 - acc: 0.8574 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.3452 - acc: 0.8581 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3456 - acc: 0.8576 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8594 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3449 - acc: 0.8568 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3440 - acc: 0.8608 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3437 - acc: 0.8594 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3439 - acc: 0.8607 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3438 - acc: 0.8604 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3439 - acc: 0.8594 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3430 - acc: 0.8576 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3426 - acc: 0.8593 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3419 - acc: 0.8574 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8615 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8607 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3423 - acc: 0.8572 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8621 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8597 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8622 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8624 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8619 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3417 - acc: 0.8596 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3407 - acc: 0.8594 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8618 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8586 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8604 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8593 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3405 - acc: 0.8604 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8631 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8600 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8644 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8590 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8610 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3408 - acc: 0.8604 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8596 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8615 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3402 - acc: 0.8621 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8604 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8592 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8615 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3395 - acc: 0.8632 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3401 - acc: 0.8592 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8603 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8615 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8611 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8635 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3398 - acc: 0.8607 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8618 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8608 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8600 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8607 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8601 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8601 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8622 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8596 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8614 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8611 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8621 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8615 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3397 - acc: 0.8594 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8601 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3377 - acc: 0.8587 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8621 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8585 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8599 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3388 - acc: 0.8599 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8624 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8607 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8606 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8583 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8624 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8608 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8621 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8606 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8618 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8581 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8610 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8610 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8587 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8613 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8622 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8590 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8617 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3377 - acc: 0.8611 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3377 - acc: 0.8628 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8582 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8614 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3377 - acc: 0.8611 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8621 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8614 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3377 - acc: 0.8636 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8611 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8618 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8613 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8614 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8611 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8628 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8624 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8614 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8622 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8625 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8611 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8631 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8575 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8614 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3377 - acc: 0.8625 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8622 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8618 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3383 - acc: 0.8600 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8625 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8610 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8619 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8607 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8626 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8619 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8606 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8606 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8608 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8636 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8614 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8614 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8610 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8619 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8631 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8592 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8621 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8622 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8594 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8635 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8624 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8619 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8618 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8606 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8604 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8604 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8621 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8615 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8631 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8626 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8610 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8621 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8597 - ETA: 0s - loss: 0.3522 - Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8633 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8610 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8613 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8611 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8604 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8619 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8611 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8603 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8618 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8631 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8635 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8614 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8632 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8621 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8619 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8600 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8636 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8619 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8608 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8624 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8619 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8628 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8618 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8628 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8615 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8613 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8631 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8611 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8624 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8607 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8635 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8629 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8628 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8626 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8622 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8624 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8617 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8631 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8614 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8625 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8619 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8625 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8625 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8635 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8618 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8615 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8638 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8615 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8606 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8635 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8626 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8639 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8621 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8631 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8632 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8622 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8619 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8635 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8607 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8629 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8610 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8625 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8626 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8615 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8614 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8622 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8625 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8615 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8608 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8631 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8617 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8617 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3353 - acc: 0.8632 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8604 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8631 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8613 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8625 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8628 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8611 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3351 - acc: 0.8621 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8618 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8624 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8624 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8611 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8619 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8632 6016/7200 [========================>.....] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.5989 - acc: 0.7971 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4512 - acc: 0.7971 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4358 - acc: 0.7971 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4311 - acc: 0.7971 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4281 - acc: 0.7971 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4256 - acc: 0.7971 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4232 - acc: 0.7971 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4209 - acc: 0.8031 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4191 - acc: 0.8176 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.4177 - acc: 0.8200 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.4167 - acc: 0.8236 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.4156 - acc: 0.8258 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.4142 - acc: 0.8281 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.4137 - acc: 0.8286 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.4129 - acc: 0.8313 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.4122 - acc: 0.8317 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.4115 - acc: 0.8328 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.4109 - acc: 0.8340 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.4103 - acc: 0.8329 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.4099 - acc: 0.8346 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.4096 - acc: 0.8333 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.4091 - acc: 0.8346 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.4086 - acc: 0.8339 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.4085 - acc: 0.8346 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.4080 - acc: 0.8342 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.4077 - acc: 0.8353 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.4075 - acc: 0.8344 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.4072 - acc: 0.8339 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.4067 - acc: 0.8349 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.4065 - acc: 0.8349 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.4063 - acc: 0.8347 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.4059 - acc: 0.8339 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.4058 - acc: 0.8342 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.4057 - acc: 0.8351 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.4051 - acc: 0.8351 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.4052 - acc: 0.8353 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.4050 - acc: 0.8342 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.4045 - acc: 0.8343 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.4047 - acc: 0.8340 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8356 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8349 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.4039 - acc: 0.8356 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8347 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.4036 - acc: 0.8357 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8356 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8347 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8349 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8351 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8354 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8349 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8357 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8343 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8351 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8349 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8356 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8356 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8350 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8356 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8349 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8349 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8353 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8358 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8360 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8364 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8357 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8361 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8353 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8353 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8367 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8354 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8353 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8356 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8357 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8367 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8357 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8351 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8353 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8360 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8350 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8356 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8351 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8344 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8361 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8358 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8358 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8364 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8354 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8351 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8349 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8353 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8363 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8361 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8353 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8351 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8367 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8363 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8371 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8368 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8356 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8363 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8356 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8374 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8375 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8371 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8346 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8360 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8374 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8361 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8367 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8356 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8382 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8363 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8365 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8376 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8369 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8385 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8364 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8374 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8379 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8389 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8371 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8383 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8386 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8365 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8379 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8386 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8371 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8378 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8378 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8368 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8368 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8376 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8375 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8378 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8369 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8372 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8385 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8374 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8383 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8363 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8378 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8385 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8354 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8378 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8365 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8371 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8385 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8374 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8376 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8378 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8372 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8382 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8371 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8397 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8376 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8374 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8376 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8372 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8382 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8386 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8374 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8382 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8379 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8382 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8374 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8383 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8375 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8357 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8375 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8390 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8386 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8381 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8387 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8385 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8379 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8381 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8369 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8374 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8371 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8376 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8385 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8375 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8375 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8374 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8382 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8382 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8375 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8371 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8389 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8374 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8381 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8390 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8386 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8376 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8378 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8382 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8378 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8378 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8367 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8386 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8372 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8369 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8379 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8378 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8383 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8378 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8386 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8383 - ETA: 0s - loss: 0.4118 - ac Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8387 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8365 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8381 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8383 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8378 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8375 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8379 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8385 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8385 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8385 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8378 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8372 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8371 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8387 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8376 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8379 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8387 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8386 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8389 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8383 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8390 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8372 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8387 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8378 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8369 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8382 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8381 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8378 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8393 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8376 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8390 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8354 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8367 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8371 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3916 - acc: 0.8397 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8396 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8369 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3911 - acc: 0.8392 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3908 - acc: 0.8375 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3908 - acc: 0.8364 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3909 - acc: 0.8376 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3909 - acc: 0.8387 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8383 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3906 - acc: 0.8376 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8368 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8372 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3903 - acc: 0.8371 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3898 - acc: 0.8367 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3896 - acc: 0.8382 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3901 - acc: 0.8382 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3896 - acc: 0.8378 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3897 - acc: 0.8394 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3890 - acc: 0.8389 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3896 - acc: 0.8375 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3896 - acc: 0.8382 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3891 - acc: 0.8387 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3892 - acc: 0.8389 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3890 - acc: 0.8393 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3890 - acc: 0.8387 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3886 - acc: 0.8375 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3887 - acc: 0.8379 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3886 - acc: 0.8389 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3889 - acc: 0.8389 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3885 - acc: 0.8386 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3885 - acc: 0.8403 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3885 - acc: 0.8386 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3887 - acc: 0.8392 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3887 - acc: 0.8375 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3882 - acc: 0.8386 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3882 - acc: 0.8379 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3879 - acc: 0.8397 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3880 - acc: 0.8411 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8381 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3880 - acc: 0.8401 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8401 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3876 - acc: 0.8394 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8396 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3882 - acc: 0.8399 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3879 - acc: 0.8406 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3878 - acc: 0.8390 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3880 - acc: 0.8396 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3879 - acc: 0.8399 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3876 - acc: 0.8404 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3878 - acc: 0.8400 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8397 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8400 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3876 - acc: 0.8379 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3871 - acc: 0.8408 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8376 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3870 - acc: 0.8386 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8394 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8408 6048/7200 [========================>.....] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 2s - loss: 0.6080 - acc: 0.7965 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4575 - acc: 0.7967 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4363 - acc: 0.7967 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4308 - acc: 0.7967 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4279 - acc: 0.7967 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4254 - acc: 0.7967 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4232 - acc: 0.7967 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4207 - acc: 0.7967 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4190 - acc: 0.8079 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.4176 - acc: 0.8204 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.4165 - acc: 0.8218 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.4154 - acc: 0.8274 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.4146 - acc: 0.8279 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.4137 - acc: 0.8286 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.4130 - acc: 0.8303 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.4123 - acc: 0.8310 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.4116 - acc: 0.8308 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.4110 - acc: 0.8321 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.4105 - acc: 0.8307 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.4101 - acc: 0.8322 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.4097 - acc: 0.8339 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.4092 - acc: 0.8335 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.4088 - acc: 0.8332 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.4084 - acc: 0.8324 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.4082 - acc: 0.8329 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.4077 - acc: 0.8342 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.4073 - acc: 0.8342 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.4072 - acc: 0.8350 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.4069 - acc: 0.8343 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.4065 - acc: 0.8347 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.4062 - acc: 0.8347 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.4061 - acc: 0.8342 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.4059 - acc: 0.8343 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.4054 - acc: 0.8340 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.4056 - acc: 0.8349 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.4052 - acc: 0.8347 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.4050 - acc: 0.8346 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.4049 - acc: 0.8351 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.4045 - acc: 0.8344 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8350 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.4045 - acc: 0.8347 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8344 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.8350 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8350 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.4039 - acc: 0.8353 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8342 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8343 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8365 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8354 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.4036 - acc: 0.8358 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.4036 - acc: 0.8349 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8356 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8350 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8353 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8344 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8360 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8356 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8347 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8356 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8349 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8356 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8357 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8344 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8356 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8356 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8354 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8361 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8349 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8353 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8356 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8360 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8344 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8363 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8347 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8339 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8357 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8351 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8357 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8358 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8358 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8372 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8340 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8351 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8363 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8361 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8361 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8344 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8351 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8364 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8350 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8361 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8342 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8340 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8349 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8347 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8353 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8346 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8354 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8357 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8360 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8351 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8361 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8364 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8346 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8354 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8343 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8346 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8364 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8358 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8350 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8346 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8365 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8360 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8356 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8356 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8357 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8346 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8360 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8356 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8353 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8358 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8372 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8358 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8365 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8353 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8363 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8356 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8361 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8358 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8365 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8349 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8356 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8360 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8358 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8367 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8356 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8361 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8351 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8358 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8371 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8347 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8376 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8375 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8367 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8360 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8353 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8358 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8365 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8363 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8369 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8358 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8357 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8368 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8356 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8386 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8371 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8371 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8365 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8364 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8358 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8364 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8372 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8354 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8364 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8369 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8354 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8369 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8385 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8372 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8363 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8372 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8368 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8368 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8369 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8378 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8381 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8364 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8368 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8371 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8375 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8372 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8381 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8372 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8378 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8393 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8379 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8376 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8379 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8375 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8371 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8392 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8378 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8369 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8369 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8372 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8375 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8378 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8381 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8375 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8387 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8397 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8379 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8378 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8381 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8378 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8375 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8379 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8372 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8383 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8383 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8387 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8397 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8363 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8378 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8383 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8381 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8394 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8378 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8382 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8387 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8360 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8369 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8378 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8372 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8372 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8368 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8367 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8367 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8375 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8371 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8381 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8376 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8379 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8378 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8372 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8379 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8361 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8379 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8369 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8374 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8383 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8368 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8382 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8378 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8376 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8397 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8375 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8378 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8385 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8381 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8378 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8389 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8375 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8354 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8385 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8387 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8389 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8375 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8374 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8390 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8383 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8379 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8383 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8399 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8376 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8372 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8372 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8372 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8376 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8387 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8379 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8385 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8372 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8382 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8389 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8387 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8372 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8383 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8372 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8382 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8381 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8383 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8375 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8372 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8387 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8387 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8385 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8375 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8394 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8371 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8379 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8378 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8376 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8393 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8369 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8381 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8386 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8382 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8375 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8369 6304/7200 [=========================>....] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.6250 - acc: 0.7942 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4643 - acc: 0.7956 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4370 - acc: 0.7956 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4325 - acc: 0.7956 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4301 - acc: 0.7956 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4283 - acc: 0.7956 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4266 - acc: 0.7956 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4246 - acc: 0.7956 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4229 - acc: 0.7956 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.4210 - acc: 0.8064 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.4198 - acc: 0.8183 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.4186 - acc: 0.8207 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.4174 - acc: 0.8253 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.4163 - acc: 0.8261 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.4156 - acc: 0.8276 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.4146 - acc: 0.8294 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.4141 - acc: 0.8304 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.4134 - acc: 0.8313 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.4127 - acc: 0.8329 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.4117 - acc: 0.8336 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.4113 - acc: 0.8328 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.4109 - acc: 0.8346 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.4102 - acc: 0.8342 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.4098 - acc: 0.8347 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.4095 - acc: 0.8349 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.4091 - acc: 0.8344 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.4085 - acc: 0.8350 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.4081 - acc: 0.8347 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.4079 - acc: 0.8361 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.4076 - acc: 0.8349 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.4071 - acc: 0.8342 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.4070 - acc: 0.8350 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.4063 - acc: 0.8349 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.4064 - acc: 0.8357 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.4062 - acc: 0.8346 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.4059 - acc: 0.8350 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.4056 - acc: 0.8356 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.4053 - acc: 0.8347 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.4049 - acc: 0.8350 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.4051 - acc: 0.8356 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.4049 - acc: 0.8347 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.4045 - acc: 0.8337 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.4047 - acc: 0.8364 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8349 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8361 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8351 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8361 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.4039 - acc: 0.8342 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8337 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.4036 - acc: 0.8363 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8360 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8353 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8361 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8353 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8343 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8365 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8356 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8356 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8363 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8351 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8349 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8358 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8343 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8353 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8349 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8369 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8350 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8343 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8351 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8344 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8350 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8363 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8344 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8350 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8344 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8351 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8346 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8340 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8339 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8344 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8356 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8353 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8342 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8346 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8339 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8349 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8364 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8353 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8353 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8344 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8364 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8342 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8356 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8350 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8346 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8360 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8358 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8343 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8346 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8343 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8342 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8354 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8351 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8347 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8347 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8358 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8349 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8336 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8363 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8346 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8360 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8358 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8353 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8353 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8349 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8357 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8353 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8358 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8350 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8351 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8361 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8361 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8351 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8360 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8353 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8371 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8369 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8349 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8354 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8353 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8350 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8369 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8368 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8358 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8363 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8350 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8361 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8360 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8361 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8354 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8371 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8360 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8374 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8349 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8375 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8360 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8369 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8378 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8365 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8372 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8368 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8369 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8364 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8369 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8360 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8368 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8368 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8371 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8378 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8371 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8383 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8372 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8364 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8381 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8372 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8378 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3939 - acc: 0.8381 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8364 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8364 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8371 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8360 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8387 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8363 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8382 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8382 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8375 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8367 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8374 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8369 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8375 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8379 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8361 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8383 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8381 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8376 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8369 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8372 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8368 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8364 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8389 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8400 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8378 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8386 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8383 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8379 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8376 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8385 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8371 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8393 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8382 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8375 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8379 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8371 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8372 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8394 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8404 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8383 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8390 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8385 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8385 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8383 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8387 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8371 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8364 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8368 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8385 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8390 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8376 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8387 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8376 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8381 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8393 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8396 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8379 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8376 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8383 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8387 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8386 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8383 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8397 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8387 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8397 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8375 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8375 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8372 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8385 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8385 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8394 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8382 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8378 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8390 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8381 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8376 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8374 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8381 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8375 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8383 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8376 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8376 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8381 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8378 - ETA: 0s - loss: 0.3841 - Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8385 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8383 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8383 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8374 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8389 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8379 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8382 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8378 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8386 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8381 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8389 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8383 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8383 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8382 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8378 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8381 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8385 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8396 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8376 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8393 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8383 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8385 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8394 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8393 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8403 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8389 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8392 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8382 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8382 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8371 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8372 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8394 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8390 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8382 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8371 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8385 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8374 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8390 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8408 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8387 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8389 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8382 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8386 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8401 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8382 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8393 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8394 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8386 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8385 5952/7200 [=======================>......] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.6127 - acc: 0.7971 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4614 - acc: 0.7975 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4368 - acc: 0.7975 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4291 - acc: 0.7975 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4246 - acc: 0.7975 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4206 - acc: 0.7975 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4170 - acc: 0.8149 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4134 - acc: 0.8297 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4106 - acc: 0.8322 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.4076 - acc: 0.8336 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.4055 - acc: 0.8347 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8358 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8344 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8350 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8353 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8351 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8360 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8343 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8356 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8364 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8365 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8354 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8361 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8364 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.3945 - acc: 0.8358 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8356 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.3938 - acc: 0.8375 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8360 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8364 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8371 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8385 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8374 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8367 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8369 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8372 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8368 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8375 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8368 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8376 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.3911 - acc: 0.8374 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.3913 - acc: 0.8369 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.3911 - acc: 0.8385 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.3911 - acc: 0.8368 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.3910 - acc: 0.8364 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.3911 - acc: 0.8381 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.3910 - acc: 0.8363 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8382 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.3908 - acc: 0.8374 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.3905 - acc: 0.8368 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.3908 - acc: 0.8378 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8358 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.3907 - acc: 0.8361 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8369 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.3904 - acc: 0.8360 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.3901 - acc: 0.8381 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.3899 - acc: 0.8375 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.3902 - acc: 0.8368 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.3900 - acc: 0.8375 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.3901 - acc: 0.8386 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.3900 - acc: 0.8382 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.3900 - acc: 0.8379 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.3897 - acc: 0.8374 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.3899 - acc: 0.8374 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.3895 - acc: 0.8369 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.3897 - acc: 0.8387 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.3898 - acc: 0.8379 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.3898 - acc: 0.8382 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.3898 - acc: 0.8372 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.3897 - acc: 0.8371 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.3897 - acc: 0.8376 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.3896 - acc: 0.8386 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.3898 - acc: 0.8397 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.3898 - acc: 0.8385 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.3895 - acc: 0.8382 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3897 - acc: 0.8387 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3897 - acc: 0.8376 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3895 - acc: 0.8382 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3897 - acc: 0.8376 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3896 - acc: 0.8381 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3894 - acc: 0.8375 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3895 - acc: 0.8393 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3893 - acc: 0.8369 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3897 - acc: 0.8367 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3893 - acc: 0.8385 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3892 - acc: 0.8383 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3891 - acc: 0.8374 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3890 - acc: 0.8387 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3892 - acc: 0.8379 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3889 - acc: 0.8387 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3897 - acc: 0.8368 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3894 - acc: 0.8389 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3892 - acc: 0.8378 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3896 - acc: 0.8387 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3886 - acc: 0.8382 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3892 - acc: 0.8383 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3889 - acc: 0.8387 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3892 - acc: 0.8374 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3888 - acc: 0.8394 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3890 - acc: 0.8387 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3891 - acc: 0.8393 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3886 - acc: 0.8401 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3889 - acc: 0.8386 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3888 - acc: 0.8387 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3888 - acc: 0.8383 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3888 - acc: 0.8371 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8381 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3886 - acc: 0.8401 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3886 - acc: 0.8381 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3888 - acc: 0.8400 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3884 - acc: 0.8390 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3884 - acc: 0.8389 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8381 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3882 - acc: 0.8379 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3886 - acc: 0.8383 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3885 - acc: 0.8400 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8385 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3881 - acc: 0.8394 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8396 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3880 - acc: 0.8394 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3882 - acc: 0.8394 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8401 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3882 - acc: 0.8386 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3881 - acc: 0.8403 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3881 - acc: 0.8386 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3885 - acc: 0.8396 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3882 - acc: 0.8387 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3881 - acc: 0.8381 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8397 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8385 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3882 - acc: 0.8378 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3880 - acc: 0.8390 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3880 - acc: 0.8394 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3882 - acc: 0.8385 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8383 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3882 - acc: 0.8385 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3878 - acc: 0.8382 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3877 - acc: 0.8392 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3878 - acc: 0.8386 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3881 - acc: 0.8387 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3877 - acc: 0.8406 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8383 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8390 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8376 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3878 - acc: 0.8390 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3879 - acc: 0.8389 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3879 - acc: 0.8392 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3878 - acc: 0.8386 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3879 - acc: 0.8399 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3880 - acc: 0.8385 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3878 - acc: 0.8372 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3878 - acc: 0.8390 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3878 - acc: 0.8372 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3882 - acc: 0.8401 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3878 - acc: 0.8389 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3876 - acc: 0.8392 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3878 - acc: 0.8400 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3879 - acc: 0.8393 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3880 - acc: 0.8396 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3878 - acc: 0.8387 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3878 - acc: 0.8379 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3876 - acc: 0.8385 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8397 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3882 - acc: 0.8379 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3877 - acc: 0.8378 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3877 - acc: 0.8385 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3876 - acc: 0.8386 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3878 - acc: 0.8387 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3877 - acc: 0.8375 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3878 - acc: 0.8383 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8397 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3873 - acc: 0.8393 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3878 - acc: 0.8385 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3879 - acc: 0.8396 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3877 - acc: 0.8400 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3877 - acc: 0.8408 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3878 - acc: 0.8386 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8386 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8385 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3878 - acc: 0.8379 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3876 - acc: 0.8404 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3878 - acc: 0.8387 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8381 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3871 - acc: 0.8396 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8389 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3878 - acc: 0.8385 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8390 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3876 - acc: 0.8397 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3877 - acc: 0.8387 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3877 - acc: 0.8386 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8403 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8386 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3869 - acc: 0.8410 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8397 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3876 - acc: 0.8378 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3877 - acc: 0.8390 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8385 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3876 - acc: 0.8389 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3876 - acc: 0.8396 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8401 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3876 - acc: 0.8390 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8406 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3873 - acc: 0.8397 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3873 - acc: 0.8397 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3871 - acc: 0.8394 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8394 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8396 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8393 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8387 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3876 - acc: 0.8374 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8379 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8381 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3875 - acc: 0.8383 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3871 - acc: 0.8397 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3873 - acc: 0.8383 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8389 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8372 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8404 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8372 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3873 - acc: 0.8393 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3873 - acc: 0.8383 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3871 - acc: 0.8385 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8379 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3870 - acc: 0.8389 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3871 - acc: 0.8400 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8385 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3870 - acc: 0.8382 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3873 - acc: 0.8382 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8399 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8383 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8394 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3873 - acc: 0.8381 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3867 - acc: 0.8392 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3870 - acc: 0.8397 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3871 - acc: 0.8385 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3871 - acc: 0.8365 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8389 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8394 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3873 - acc: 0.8389 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8390 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3869 - acc: 0.8374 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3871 - acc: 0.8387 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3870 - acc: 0.8401 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3867 - acc: 0.8392 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3870 - acc: 0.8387 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8390 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8381 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3871 - acc: 0.8396 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3870 - acc: 0.8400 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8381 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8396 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3871 - acc: 0.8376 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8387 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8379 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8382 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3870 - acc: 0.8385 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3871 - acc: 0.8369 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8393 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3871 - acc: 0.8385 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3869 - acc: 0.8383 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3869 - acc: 0.8376 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3869 - acc: 0.8386 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3865 - acc: 0.8399 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3868 - acc: 0.8393 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3869 - acc: 0.8376 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8389 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3870 - acc: 0.8386 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3870 - acc: 0.8378 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8401 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8390 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8386 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3868 - acc: 0.8392 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3866 - acc: 0.8401 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3870 - acc: 0.8385 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8381 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3864 - acc: 0.8387 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3874 - acc: 0.8387 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3869 - acc: 0.8374 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3870 - acc: 0.8376 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3871 - acc: 0.8381 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3867 - acc: 0.8372 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3867 - acc: 0.8382 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3870 - acc: 0.8372 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3866 - acc: 0.8385 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3869 - acc: 0.8356 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3868 - acc: 0.8378 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3864 - acc: 0.8400 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3868 - acc: 0.8374 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8386 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3868 - acc: 0.8386 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3867 - acc: 0.8368 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3866 - acc: 0.8376 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3867 - acc: 0.8394 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3868 - acc: 0.8364 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3870 - acc: 0.8401 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3870 - acc: 0.8382 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3868 - acc: 0.8386 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3867 - acc: 0.8371 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3868 - acc: 0.8386 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3872 - acc: 0.8379 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3870 - acc: 0.8390 7136/7200 [============================>.] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.6490 - acc: 0.7901 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.5278 - acc: 0.7937 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4536 - acc: 0.7937 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4369 - acc: 0.7937 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4295 - acc: 0.7937 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4237 - acc: 0.8015 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4180 - acc: 0.8211 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4128 - acc: 0.8256 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4077 - acc: 0.8267 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8283 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8279 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8276 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.3911 - acc: 0.8268 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.3883 - acc: 0.8294 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.3855 - acc: 0.8301 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.3834 - acc: 0.8311 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.3811 - acc: 0.8304 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.3791 - acc: 0.8374 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.3772 - acc: 0.8401 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.3757 - acc: 0.8425 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.3745 - acc: 0.8436 - ETA: 0s - loss: 0.3766 - acc: Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.3731 - acc: 0.8438 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.3714 - acc: 0.8467 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.3710 - acc: 0.8475 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.3695 - acc: 0.8478 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.3685 - acc: 0.8499 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.3672 - acc: 0.8515 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.3664 - acc: 0.8499 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.3659 - acc: 0.8506 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.3648 - acc: 0.8503 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.3642 - acc: 0.8508 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.3631 - acc: 0.8497 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.3627 - acc: 0.8518 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.3617 - acc: 0.8535 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.3609 - acc: 0.8532 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.3603 - acc: 0.8528 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.3597 - acc: 0.8542 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.3588 - acc: 0.8536 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.3582 - acc: 0.8542 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.3575 - acc: 0.8547 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.3569 - acc: 0.8531 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.3562 - acc: 0.8554 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.3559 - acc: 0.8543 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.3556 - acc: 0.8549 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.3545 - acc: 0.8547 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.3540 - acc: 0.8572 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.3534 - acc: 0.8575 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.3532 - acc: 0.8572 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.3526 - acc: 0.8551 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.3519 - acc: 0.8582 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.3520 - acc: 0.8585 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.3517 - acc: 0.8558 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.3517 - acc: 0.8582 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.3513 - acc: 0.8585 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.3501 - acc: 0.8597 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.3503 - acc: 0.8585 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.3501 - acc: 0.8587 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.3504 - acc: 0.8586 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.3498 - acc: 0.8596 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.3491 - acc: 0.8608 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.3493 - acc: 0.8582 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.3492 - acc: 0.8601 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.3491 - acc: 0.8589 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.3485 - acc: 0.8599 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.3485 - acc: 0.8610 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.3482 - acc: 0.8592 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.3483 - acc: 0.8589 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.3484 - acc: 0.8608 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.3473 - acc: 0.8607 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.3474 - acc: 0.8621 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.3473 - acc: 0.8608 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.3467 - acc: 0.8606 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.3470 - acc: 0.8592 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.3469 - acc: 0.8576 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3460 - acc: 0.8624 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3465 - acc: 0.8614 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3453 - acc: 0.8593 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3455 - acc: 0.8596 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3446 - acc: 0.8614 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3451 - acc: 0.8587 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3444 - acc: 0.8613 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3435 - acc: 0.8587 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8621 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3436 - acc: 0.8606 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3434 - acc: 0.8629 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3431 - acc: 0.8597 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3427 - acc: 0.8604 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3428 - acc: 0.8603 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3421 - acc: 0.8589 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3418 - acc: 0.8589 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3411 - acc: 0.8624 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3422 - acc: 0.8597 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8621 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8619 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3410 - acc: 0.8607 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8618 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3406 - acc: 0.8613 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3409 - acc: 0.8607 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3396 - acc: 0.8587 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8600 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8613 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3403 - acc: 0.8619 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3399 - acc: 0.8619 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3400 - acc: 0.8604 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3392 - acc: 0.8604 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8597 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3391 - acc: 0.8626 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8606 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8638 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8621 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3390 - acc: 0.8619 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8603 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3394 - acc: 0.8615 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3386 - acc: 0.8618 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3389 - acc: 0.8613 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8607 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3393 - acc: 0.8621 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8610 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8625 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3387 - acc: 0.8618 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8621 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8608 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8613 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3385 - acc: 0.8617 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8611 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8618 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8619 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8621 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8611 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8632 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3384 - acc: 0.8600 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8617 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8624 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8617 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8636 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8604 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8614 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8621 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3382 - acc: 0.8614 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8592 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8618 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3377 - acc: 0.8643 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8615 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8600 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3381 - acc: 0.8604 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8631 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3377 - acc: 0.8636 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8635 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3379 - acc: 0.8601 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3376 - acc: 0.8636 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8628 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8617 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8615 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8599 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8617 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8624 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8622 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3378 - acc: 0.8613 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8617 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8631 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8619 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8611 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8618 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8635 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3380 - acc: 0.8608 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8596 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8629 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8632 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8636 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8617 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8617 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3374 - acc: 0.8614 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8614 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3377 - acc: 0.8614 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8606 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8624 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3373 - acc: 0.8610 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8636 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8642 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8626 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3375 - acc: 0.8624 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8611 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8631 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8615 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3372 - acc: 0.8622 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8629 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8621 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8631 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3371 - acc: 0.8636 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8643 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8642 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3367 - acc: 0.8624 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8643 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8624 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8625 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8617 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8629 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8618 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8651 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8613 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8629 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8626 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3369 - acc: 0.8610 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3366 - acc: 0.8625 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8638 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8632 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8640 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3368 - acc: 0.8607 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8626 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8632 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8636 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8610 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3370 - acc: 0.8629 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8608 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8608 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8629 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8663 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3365 - acc: 0.8643 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8647 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8632 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8618 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8624 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8626 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8617 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8628 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3364 - acc: 0.8611 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8626 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8624 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8621 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8644 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8638 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3363 - acc: 0.8619 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8626 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8629 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8646 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8638 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8625 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8610 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8636 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8649 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8639 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3359 - acc: 0.8626 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3362 - acc: 0.8608 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8643 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8628 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3358 - acc: 0.8657 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8618 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8626 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8638 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8633 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8604 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3361 - acc: 0.8628 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8635 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8639 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8643 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3353 - acc: 0.8640 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3357 - acc: 0.8636 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3353 - acc: 0.8633 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8633 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3346 - acc: 0.8618 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3360 - acc: 0.8619 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8626 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8619 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8624 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8631 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3346 - acc: 0.8636 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8631 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8618 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8631 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8651 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8633 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8640 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8631 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3346 - acc: 0.8631 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3347 - acc: 0.8638 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8651 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3345 - acc: 0.8642 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8632 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3356 - acc: 0.8633 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8621 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8638 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8631 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8639 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3351 - acc: 0.8635 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8621 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8639 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3342 - acc: 0.8639 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8640 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8617 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3352 - acc: 0.8622 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3355 - acc: 0.8642 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8643 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8633 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3348 - acc: 0.8643 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3354 - acc: 0.8642 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3350 - acc: 0.8624 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3351 - acc: 0.8626 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3347 - acc: 0.8632 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3349 - acc: 0.8635 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3346 - acc: 0.8611 5792/7200 [=======================>......] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.6047 - acc: 0.7932 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4542 - acc: 0.7944 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4371 - acc: 0.7944 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4315 - acc: 0.7944 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4282 - acc: 0.7944 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4257 - acc: 0.7944 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4228 - acc: 0.7944 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4201 - acc: 0.8125 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4181 - acc: 0.8217 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.4167 - acc: 0.8240 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.4156 - acc: 0.8257 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.4148 - acc: 0.8274 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.4137 - acc: 0.8288 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.4131 - acc: 0.8311 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.4123 - acc: 0.8311 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.4113 - acc: 0.8319 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.4109 - acc: 0.8319 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.4102 - acc: 0.8322 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.4097 - acc: 0.8329 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.4093 - acc: 0.8337 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.4085 - acc: 0.8325 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.4084 - acc: 0.8328 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.4078 - acc: 0.8329 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.4077 - acc: 0.8357 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.4070 - acc: 0.8350 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.4067 - acc: 0.8340 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.4063 - acc: 0.8353 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.4060 - acc: 0.8329 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.4058 - acc: 0.8344 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.4055 - acc: 0.8354 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.4051 - acc: 0.8358 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.4047 - acc: 0.8346 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.4047 - acc: 0.8358 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.4043 - acc: 0.8343 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.4040 - acc: 0.8346 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8344 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.4036 - acc: 0.8365 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8357 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8349 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8361 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8333 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8344 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8342 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8333 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8358 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8346 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8339 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8343 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8363 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8342 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8347 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8347 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8346 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8343 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8354 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8361 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8356 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8347 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8358 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8358 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8351 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8354 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8347 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8363 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8356 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8349 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8360 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8350 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8356 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8351 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8343 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8354 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8358 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8353 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8342 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8360 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8369 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8375 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8351 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8365 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8365 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8363 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3949 - acc: 0.8347 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8365 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3951 - acc: 0.8372 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3950 - acc: 0.8376 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8367 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8374 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8368 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3947 - acc: 0.8357 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3948 - acc: 0.8372 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3946 - acc: 0.8361 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8367 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3944 - acc: 0.8367 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8365 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3942 - acc: 0.8383 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8363 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8371 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3943 - acc: 0.8368 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8376 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3941 - acc: 0.8365 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8368 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8363 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8369 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8368 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3940 - acc: 0.8372 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8371 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8372 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8369 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8375 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8371 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8360 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8363 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8381 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8376 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3936 - acc: 0.8382 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8367 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3937 - acc: 0.8365 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8374 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8381 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8365 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8375 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8372 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8371 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8379 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8379 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3932 - acc: 0.8367 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3934 - acc: 0.8371 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8386 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8382 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8385 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8389 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3935 - acc: 0.8368 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8374 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8369 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8369 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8381 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8390 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8374 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3933 - acc: 0.8376 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8375 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8392 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8379 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3930 - acc: 0.8381 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8378 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8386 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8383 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8368 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8397 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8378 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8387 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8375 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8386 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8389 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8374 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3931 - acc: 0.8368 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8389 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8376 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8376 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8389 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8376 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8382 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8387 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8387 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8394 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8387 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8382 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3928 - acc: 0.8368 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8385 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8399 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3929 - acc: 0.8372 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8393 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8367 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8376 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8390 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8394 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8382 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8365 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8387 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8382 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8365 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8381 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8372 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8382 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8369 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8372 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8383 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8392 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8371 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8372 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8375 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8364 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8385 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8372 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3927 - acc: 0.8376 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8382 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8387 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8368 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8383 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8374 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8386 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8382 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8382 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8385 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8374 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8379 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8381 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8396 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8371 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8372 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8356 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8392 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8381 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8390 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8369 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8386 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8383 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8382 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8385 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8375 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8381 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8386 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8381 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8378 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8368 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8379 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8382 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8371 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8381 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3912 - acc: 0.8369 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8387 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8387 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8369 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8381 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8378 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8381 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8376 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8394 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8383 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8386 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8392 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8392 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8386 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8382 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8374 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8369 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8381 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8386 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8389 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8378 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8369 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3925 - acc: 0.8375 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8379 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8374 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8369 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8379 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8392 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8368 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8394 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8382 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8376 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8379 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3924 - acc: 0.8375 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8371 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8374 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8371 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8367 Epoch 268/300 7200/7200 [==============================] - ETA: 0s - loss: 0.3920 - acc: 0.838 - 0s - loss: 0.3922 - acc: 0.8383 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8389 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8379 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8382 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8394 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8376 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3919 - acc: 0.8381 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8378 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8385 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8390 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8371 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8378 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8403 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8389 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8374 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8381 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8378 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8378 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8396 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8379 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8383 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3923 - acc: 0.8369 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3918 - acc: 0.8382 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8389 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8378 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8392 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8387 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8385 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3921 - acc: 0.8386 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3920 - acc: 0.8386 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3922 - acc: 0.8385 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3917 - acc: 0.8386 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3926 - acc: 0.8385 6144/7200 [========================>.....] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.5792 - acc: 0.7969 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4435 - acc: 0.7969 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4330 - acc: 0.7969 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4288 - acc: 0.7969 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4259 - acc: 0.7969 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4234 - acc: 0.7969 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4211 - acc: 0.8035 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4193 - acc: 0.8201 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4182 - acc: 0.8237 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.4170 - acc: 0.8258 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.4159 - acc: 0.8246 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.4151 - acc: 0.8274 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.4141 - acc: 0.8279 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.4133 - acc: 0.8303 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.4125 - acc: 0.8307 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.4119 - acc: 0.8317 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.4112 - acc: 0.8322 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.4105 - acc: 0.8318 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.4098 - acc: 0.8326 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.4093 - acc: 0.8325 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.4090 - acc: 0.8332 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.4084 - acc: 0.8335 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.4080 - acc: 0.8322 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.4075 - acc: 0.8325 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.4073 - acc: 0.8337 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.4066 - acc: 0.8340 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.4067 - acc: 0.8346 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.4063 - acc: 0.8350 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.4058 - acc: 0.8346 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.4058 - acc: 0.8339 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.4054 - acc: 0.8347 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.4055 - acc: 0.8344 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.4050 - acc: 0.8347 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.4047 - acc: 0.8343 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.4045 - acc: 0.8331 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8361 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.8349 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.4043 - acc: 0.8343 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8354 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.4039 - acc: 0.8337 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8353 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8356 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.4037 - acc: 0.8344 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8342 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8346 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8332 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8333 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8350 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8351 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8342 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8343 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8340 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8354 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8340 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8351 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8347 - ETA: 0s - loss: 0.3918 - acc: Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8343 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8344 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8335 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8350 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8340 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8367 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8347 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8351 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8351 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8360 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8358 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8357 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8344 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8331 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8350 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8347 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8349 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8349 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8339 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8346 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8343 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8346 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8349 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8347 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8354 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8361 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8333 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8332 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8349 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8347 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8336 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8332 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8347 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8356 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8339 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8339 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8347 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8340 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8350 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8351 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8353 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8333 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8347 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.4011 - acc: 0.8344 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8333 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8336 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8339 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8342 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8339 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8342 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8339 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8344 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8333 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8339 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8354 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8336 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8335 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8350 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8339 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8337 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8346 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8347 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8344 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8343 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8342 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8342 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8346 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8349 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8346 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8344 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8339 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8343 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8343 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8354 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8354 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8342 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8343 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8358 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8344 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8342 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8361 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8337 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8337 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8342 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8351 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8358 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8340 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8356 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8354 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8349 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8349 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8353 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8358 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8346 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8326 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8331 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8356 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8354 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8336 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8347 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8331 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8353 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8343 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8353 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8351 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8350 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8339 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8350 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8339 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8354 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8347 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8342 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8350 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8350 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8344 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8343 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8344 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8347 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8363 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8342 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8354 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8343 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8350 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8347 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8343 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8349 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8356 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8350 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8347 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8354 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8350 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8354 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8367 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8354 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8356 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8346 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8349 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8350 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8357 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8353 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8353 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8351 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8349 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8344 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8335 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8339 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8360 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8350 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8351 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8343 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8339 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8340 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8343 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8350 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8357 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8365 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8349 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8350 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8353 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8350 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8335 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8354 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8354 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8357 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8349 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8356 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8360 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8347 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8342 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8360 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8347 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8347 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8360 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8340 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8336 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8356 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8328 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8347 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8354 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8358 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8354 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8353 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8347 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8360 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8356 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8349 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8357 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8347 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8332 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8367 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8356 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8356 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8353 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8369 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8358 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8339 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8356 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8349 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8336 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8356 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8367 - ETA: 0s - loss: 0.3997 - acc: Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8350 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8357 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8356 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8354 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8349 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8357 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8349 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8349 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8342 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8346 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8364 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8349 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8357 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8351 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8365 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8350 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8365 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8364 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8350 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8368 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8361 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8343 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8351 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8344 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8357 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8349 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8340 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8349 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8350 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8339 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8346 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8346 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8354 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8365 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8350 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8350 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8357 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8350 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8354 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8349 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8340 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8349 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8347 5728/7200 [======================>.......] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.5904 - acc: 0.7961 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4417 - acc: 0.7962 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4309 - acc: 0.7962 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4267 - acc: 0.7962 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4239 - acc: 0.7962 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4211 - acc: 0.7962 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4189 - acc: 0.8064 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4172 - acc: 0.8204 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4160 - acc: 0.8242 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.4150 - acc: 0.8262 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.4139 - acc: 0.8268 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.4129 - acc: 0.8296 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.4119 - acc: 0.8303 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.4109 - acc: 0.8304 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.4105 - acc: 0.8306 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.4099 - acc: 0.8319 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.4091 - acc: 0.8321 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.4088 - acc: 0.8336 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.4081 - acc: 0.8346 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.4074 - acc: 0.8344 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.4070 - acc: 0.8328 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.4067 - acc: 0.8346 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.4062 - acc: 0.8339 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.4057 - acc: 0.8353 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.4055 - acc: 0.8342 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.4054 - acc: 0.8339 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.4049 - acc: 0.8346 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.4045 - acc: 0.8331 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.4043 - acc: 0.8342 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.4040 - acc: 0.8351 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8340 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8350 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8346 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8346 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8350 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8347 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8347 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8346 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8347 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8346 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8340 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8358 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8354 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8343 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8344 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8339 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8349 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8354 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8346 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8347 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.4006 - acc: 0.8344 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8347 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8350 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8353 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8342 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8343 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.4003 - acc: 0.8347 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8346 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8347 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8342 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8349 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8349 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8337 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8346 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8344 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8349 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8343 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8349 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8350 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8329 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8332 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8340 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8358 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8333 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8360 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8337 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8347 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3993 - acc: 0.8343 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8350 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8353 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8349 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8350 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8354 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8343 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8347 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8344 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8340 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8349 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8342 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8339 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8354 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8346 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8337 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8339 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8353 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8350 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8346 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8340 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8350 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8356 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8350 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8337 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8354 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8333 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8343 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8342 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8347 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8328 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8361 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8340 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8337 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8344 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8349 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8340 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8354 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8343 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8356 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8339 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8346 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8340 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8339 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8346 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8365 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8353 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8351 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8349 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8346 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8360 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8350 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8358 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8346 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8344 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8346 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8349 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8346 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8346 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8351 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8349 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8346 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8347 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8340 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8343 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8349 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8361 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8337 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8340 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8354 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8331 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8339 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8347 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8354 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8346 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8342 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8350 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8354 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8346 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8349 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8349 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8344 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8353 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8339 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8357 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8350 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8339 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8358 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8350 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8342 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8356 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8349 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8344 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8344 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8340 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8350 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8346 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8343 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8353 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8360 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8351 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8340 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8346 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8349 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8339 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8344 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8340 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8347 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8343 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8344 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8353 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8354 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8360 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8346 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8344 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8343 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8351 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8350 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8356 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8349 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8336 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8351 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8360 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8335 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8350 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8357 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8357 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8354 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8351 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8343 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8347 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8357 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8356 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8351 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8349 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8343 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8344 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8351 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8353 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8346 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8350 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8329 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8350 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8349 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8344 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8356 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8357 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8343 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8344 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8336 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8332 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8350 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8349 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8339 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8350 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8349 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8349 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8351 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8336 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8353 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8335 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8343 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8347 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8346 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8346 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8346 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8351 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8357 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8351 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8349 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8353 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8346 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8356 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8356 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8346 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8353 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8347 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8351 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8339 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8350 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8349 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8346 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8343 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8342 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8364 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8351 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8343 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8360 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8344 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8340 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8344 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8346 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8342 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8347 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8346 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8361 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8339 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8342 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8339 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8337 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8347 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8340 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8343 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8337 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8346 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8351 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8351 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8347 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8339 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8343 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8353 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8342 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8347 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8333 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8339 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8351 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8347 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8339 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8351 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8343 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3977 - acc: 0.8349 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8360 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8342 5760/7200 [=======================>......] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.5909 - acc: 0.7939 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4433 - acc: 0.7957 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4308 - acc: 0.7957 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4265 - acc: 0.7957 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4230 - acc: 0.7957 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4206 - acc: 0.7957 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4178 - acc: 0.8049 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4161 - acc: 0.8215 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4147 - acc: 0.8249 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.4135 - acc: 0.8268 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.4123 - acc: 0.8285 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.4113 - acc: 0.8306 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.4100 - acc: 0.8321 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.4099 - acc: 0.8336 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.4089 - acc: 0.8339 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.4083 - acc: 0.8349 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.4076 - acc: 0.8363 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.4070 - acc: 0.8353 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.4067 - acc: 0.8354 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.4060 - acc: 0.8358 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.4056 - acc: 0.8350 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.4050 - acc: 0.8364 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.4048 - acc: 0.8367 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.4047 - acc: 0.8365 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.4039 - acc: 0.8351 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8357 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8367 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8369 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8360 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8354 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8381 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8358 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8356 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8358 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8369 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8363 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.4013 - acc: 0.8364 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8347 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.4009 - acc: 0.8353 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8371 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8368 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8371 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8376 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.3998 - acc: 0.8354 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8354 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.4000 - acc: 0.8372 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.3996 - acc: 0.8369 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8363 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8369 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8367 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8371 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.3992 - acc: 0.8371 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8369 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8376 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8364 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8371 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.3988 - acc: 0.8369 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8368 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.3986 - acc: 0.8374 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.3984 - acc: 0.8363 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8367 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8363 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8376 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8365 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8383 - ETA: 0s - loss: 0.3844 - acc Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8368 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8378 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8374 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8368 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8374 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8368 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8375 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8378 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8386 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8364 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8369 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8379 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8368 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8375 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8368 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8375 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8375 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8367 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8376 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8379 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8357 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8383 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8376 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8378 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8385 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8375 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8367 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8378 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8371 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8365 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8381 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8369 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8374 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8376 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8374 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8368 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8365 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8375 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8386 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8374 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8367 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8379 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8379 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8375 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8376 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8382 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8361 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8371 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8379 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8386 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8374 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8367 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8378 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8372 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8376 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8369 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8372 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8369 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8378 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8372 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8381 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8372 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8374 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8376 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8369 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8367 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8372 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8382 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8372 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8372 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8358 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8382 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8379 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8364 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8376 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8376 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8383 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8379 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8376 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8358 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8383 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8379 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8375 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8379 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8378 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8376 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8371 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8376 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8382 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8369 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8368 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8365 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8360 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8379 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8379 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8376 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8372 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8365 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8374 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8378 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8367 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8376 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8376 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8372 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8365 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8383 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8394 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8375 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8369 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8374 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8367 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8374 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8374 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8387 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8371 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8376 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8389 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8378 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8365 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8381 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.3961 - acc: 0.8364 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8381 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8374 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8363 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8372 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8375 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8385 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8372 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8372 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8372 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8378 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8381 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8381 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8372 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8375 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8376 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8360 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8383 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8382 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8385 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8378 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8358 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8381 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8386 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8367 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8381 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8379 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8367 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8386 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8364 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8374 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8383 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8375 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8378 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8372 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8394 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8374 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8390 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8376 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8375 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8379 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8376 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8363 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8387 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8378 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8383 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8400 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8372 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8379 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.3952 - acc: 0.8383 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8365 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8374 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8379 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8375 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8396 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8363 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8376 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3960 - acc: 0.8382 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8382 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8369 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8365 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8378 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8376 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8372 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8375 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8360 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8385 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8375 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8369 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8385 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8378 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8378 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8368 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8374 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8372 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8378 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3959 - acc: 0.8381 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8368 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8386 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8375 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8363 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8378 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8376 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8375 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8369 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8376 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8351 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8383 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8385 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8374 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8382 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8378 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3958 - acc: 0.8368 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8382 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8376 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8381 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8374 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8387 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8369 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8389 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8385 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8381 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8364 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8383 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8381 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8381 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3955 - acc: 0.8365 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8374 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8368 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3956 - acc: 0.8369 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8394 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3957 - acc: 0.8369 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3953 - acc: 0.8385 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8368 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3954 - acc: 0.8374 7104/7200 [============================>.] - ETA: 0sEpoch 1/300 7200/7200 [==============================] - 1s - loss: 0.6142 - acc: 0.7942 Epoch 2/300 7200/7200 [==============================] - 0s - loss: 0.4602 - acc: 0.7961 Epoch 3/300 7200/7200 [==============================] - 0s - loss: 0.4382 - acc: 0.7961 Epoch 4/300 7200/7200 [==============================] - 0s - loss: 0.4333 - acc: 0.7961 Epoch 5/300 7200/7200 [==============================] - 0s - loss: 0.4307 - acc: 0.7961 Epoch 6/300 7200/7200 [==============================] - 0s - loss: 0.4289 - acc: 0.7961 Epoch 7/300 7200/7200 [==============================] - 0s - loss: 0.4267 - acc: 0.7961 Epoch 8/300 7200/7200 [==============================] - 0s - loss: 0.4249 - acc: 0.7961 Epoch 9/300 7200/7200 [==============================] - 0s - loss: 0.4228 - acc: 0.7965 Epoch 10/300 7200/7200 [==============================] - 0s - loss: 0.4212 - acc: 0.8113 Epoch 11/300 7200/7200 [==============================] - 0s - loss: 0.4203 - acc: 0.8186 Epoch 12/300 7200/7200 [==============================] - 0s - loss: 0.4191 - acc: 0.8222 Epoch 13/300 7200/7200 [==============================] - 0s - loss: 0.4185 - acc: 0.8228 Epoch 14/300 7200/7200 [==============================] - 0s - loss: 0.4176 - acc: 0.8250 Epoch 15/300 7200/7200 [==============================] - 0s - loss: 0.4169 - acc: 0.8269 Epoch 16/300 7200/7200 [==============================] - 0s - loss: 0.4162 - acc: 0.8268 Epoch 17/300 7200/7200 [==============================] - 0s - loss: 0.4155 - acc: 0.8286 Epoch 18/300 7200/7200 [==============================] - 0s - loss: 0.4148 - acc: 0.8290 Epoch 19/300 7200/7200 [==============================] - 0s - loss: 0.4144 - acc: 0.8308 Epoch 20/300 7200/7200 [==============================] - 0s - loss: 0.4138 - acc: 0.8318 Epoch 21/300 7200/7200 [==============================] - 0s - loss: 0.4134 - acc: 0.8311 Epoch 22/300 7200/7200 [==============================] - 0s - loss: 0.4129 - acc: 0.8318 Epoch 23/300 7200/7200 [==============================] - 0s - loss: 0.4125 - acc: 0.8322 Epoch 24/300 7200/7200 [==============================] - 0s - loss: 0.4121 - acc: 0.8310 Epoch 25/300 7200/7200 [==============================] - 0s - loss: 0.4118 - acc: 0.8331 Epoch 26/300 7200/7200 [==============================] - 0s - loss: 0.4112 - acc: 0.8332 Epoch 27/300 7200/7200 [==============================] - 0s - loss: 0.4109 - acc: 0.8329 Epoch 28/300 7200/7200 [==============================] - 0s - loss: 0.4105 - acc: 0.8335 Epoch 29/300 7200/7200 [==============================] - 0s - loss: 0.4101 - acc: 0.8329 Epoch 30/300 7200/7200 [==============================] - 0s - loss: 0.4101 - acc: 0.8336 Epoch 31/300 7200/7200 [==============================] - 0s - loss: 0.4097 - acc: 0.8339 Epoch 32/300 7200/7200 [==============================] - 0s - loss: 0.4094 - acc: 0.8337 Epoch 33/300 7200/7200 [==============================] - 0s - loss: 0.4091 - acc: 0.8344 Epoch 34/300 7200/7200 [==============================] - 0s - loss: 0.4090 - acc: 0.8344 Epoch 35/300 7200/7200 [==============================] - 0s - loss: 0.4087 - acc: 0.8346 Epoch 36/300 7200/7200 [==============================] - 0s - loss: 0.4086 - acc: 0.8346 Epoch 37/300 7200/7200 [==============================] - 0s - loss: 0.4083 - acc: 0.8340 Epoch 38/300 7200/7200 [==============================] - 0s - loss: 0.4082 - acc: 0.8343 Epoch 39/300 7200/7200 [==============================] - 0s - loss: 0.4080 - acc: 0.8342 Epoch 40/300 7200/7200 [==============================] - 0s - loss: 0.4077 - acc: 0.8344 Epoch 41/300 7200/7200 [==============================] - 0s - loss: 0.4074 - acc: 0.8337 Epoch 42/300 7200/7200 [==============================] - 0s - loss: 0.4074 - acc: 0.8350 Epoch 43/300 7200/7200 [==============================] - 0s - loss: 0.4074 - acc: 0.8346 Epoch 44/300 7200/7200 [==============================] - 0s - loss: 0.4068 - acc: 0.8346 Epoch 45/300 7200/7200 [==============================] - 0s - loss: 0.4070 - acc: 0.8350 Epoch 46/300 7200/7200 [==============================] - 0s - loss: 0.4070 - acc: 0.8350 Epoch 47/300 7200/7200 [==============================] - 0s - loss: 0.4067 - acc: 0.8344 Epoch 48/300 7200/7200 [==============================] - 0s - loss: 0.4065 - acc: 0.8351 Epoch 49/300 7200/7200 [==============================] - 0s - loss: 0.4066 - acc: 0.8349 Epoch 50/300 7200/7200 [==============================] - 0s - loss: 0.4061 - acc: 0.8346 Epoch 51/300 7200/7200 [==============================] - 0s - loss: 0.4061 - acc: 0.8342 Epoch 52/300 7200/7200 [==============================] - 0s - loss: 0.4061 - acc: 0.8344 Epoch 53/300 7200/7200 [==============================] - 0s - loss: 0.4059 - acc: 0.8336 Epoch 54/300 7200/7200 [==============================] - 0s - loss: 0.4057 - acc: 0.8351 Epoch 55/300 7200/7200 [==============================] - 0s - loss: 0.4055 - acc: 0.8337 Epoch 56/300 7200/7200 [==============================] - 0s - loss: 0.4054 - acc: 0.8349 Epoch 57/300 7200/7200 [==============================] - 0s - loss: 0.4054 - acc: 0.8329 Epoch 58/300 7200/7200 [==============================] - 0s - loss: 0.4054 - acc: 0.8337 Epoch 59/300 7200/7200 [==============================] - 0s - loss: 0.4053 - acc: 0.8346 Epoch 60/300 7200/7200 [==============================] - 0s - loss: 0.4051 - acc: 0.8343 Epoch 61/300 7200/7200 [==============================] - 0s - loss: 0.4051 - acc: 0.8344 Epoch 62/300 7200/7200 [==============================] - 0s - loss: 0.4048 - acc: 0.8340 Epoch 63/300 7200/7200 [==============================] - 0s - loss: 0.4048 - acc: 0.8340 Epoch 64/300 7200/7200 [==============================] - 0s - loss: 0.4046 - acc: 0.8343 Epoch 65/300 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8346 Epoch 66/300 7200/7200 [==============================] - 0s - loss: 0.4044 - acc: 0.8337 Epoch 67/300 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8336 Epoch 68/300 7200/7200 [==============================] - 0s - loss: 0.4046 - acc: 0.8340 Epoch 69/300 7200/7200 [==============================] - 0s - loss: 0.4042 - acc: 0.8340 Epoch 70/300 7200/7200 [==============================] - 0s - loss: 0.4041 - acc: 0.8342 Epoch 71/300 7200/7200 [==============================] - 0s - loss: 0.4036 - acc: 0.8339 Epoch 72/300 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8340 Epoch 73/300 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8336 Epoch 74/300 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8342 Epoch 75/300 7200/7200 [==============================] - 0s - loss: 0.4038 - acc: 0.8344 Epoch 76/300 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8336 Epoch 77/300 7200/7200 [==============================] - 0s - loss: 0.4035 - acc: 0.8353 Epoch 78/300 7200/7200 [==============================] - 0s - loss: 0.4036 - acc: 0.8344 Epoch 79/300 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8342 Epoch 80/300 7200/7200 [==============================] - 0s - loss: 0.4036 - acc: 0.8337 Epoch 81/300 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8336 Epoch 82/300 7200/7200 [==============================] - 0s - loss: 0.4032 - acc: 0.8340 Epoch 83/300 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8333 Epoch 84/300 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8353 Epoch 85/300 7200/7200 [==============================] - 0s - loss: 0.4034 - acc: 0.8349 Epoch 86/300 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8351 Epoch 87/300 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8356 Epoch 88/300 7200/7200 [==============================] - 0s - loss: 0.4033 - acc: 0.8335 Epoch 89/300 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8343 Epoch 90/300 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8343 Epoch 91/300 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8344 Epoch 92/300 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8350 Epoch 93/300 7200/7200 [==============================] - 0s - loss: 0.4031 - acc: 0.8344 Epoch 94/300 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8336 Epoch 95/300 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8339 Epoch 96/300 7200/7200 [==============================] - 0s - loss: 0.4030 - acc: 0.8339 Epoch 97/300 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8337 Epoch 98/300 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8343 Epoch 99/300 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8344 Epoch 100/300 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8337 Epoch 101/300 7200/7200 [==============================] - 0s - loss: 0.4028 - acc: 0.8331 Epoch 102/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8331 Epoch 103/300 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8343 Epoch 104/300 7200/7200 [==============================] - 0s - loss: 0.4029 - acc: 0.8329 Epoch 105/300 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8351 Epoch 106/300 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8328 Epoch 107/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8340 Epoch 108/300 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8333 Epoch 109/300 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8339 Epoch 110/300 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8344 Epoch 111/300 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8337 Epoch 112/300 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8344 Epoch 113/300 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8340 Epoch 114/300 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8318 Epoch 115/300 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8344 Epoch 116/300 7200/7200 [==============================] - 0s - loss: 0.4027 - acc: 0.8332 Epoch 117/300 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8349 Epoch 118/300 7200/7200 [==============================] - 0s - loss: 0.4026 - acc: 0.8350 Epoch 119/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8353 Epoch 120/300 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8336 Epoch 121/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8340 Epoch 122/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8336 Epoch 123/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8350 Epoch 124/300 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8336 Epoch 125/300 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8347 Epoch 126/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8351 Epoch 127/300 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8347 Epoch 128/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8337 Epoch 129/300 7200/7200 [==============================] - 0s - loss: 0.4025 - acc: 0.8344 Epoch 130/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8360 Epoch 131/300 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8324 Epoch 132/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8349 Epoch 133/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8343 Epoch 134/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8340 Epoch 135/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8344 Epoch 136/300 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8346 Epoch 137/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8346 Epoch 138/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8344 Epoch 139/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8351 Epoch 140/300 7200/7200 [==============================] - 0s - loss: 0.4024 - acc: 0.8336 Epoch 141/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8353 Epoch 142/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8342 Epoch 143/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8335 Epoch 144/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8347 Epoch 145/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8347 Epoch 146/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8356 Epoch 147/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8342 Epoch 148/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8339 Epoch 149/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8349 Epoch 150/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8346 Epoch 151/300 7200/7200 [==============================] - 0s - loss: 0.4023 - acc: 0.8360 Epoch 152/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8354 Epoch 153/300 7200/7200 [==============================] - 0s - loss: 0.4022 - acc: 0.8340 Epoch 154/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8353 Epoch 155/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8340 Epoch 156/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8342 Epoch 157/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8350 Epoch 158/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8344 Epoch 159/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8347 Epoch 160/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8353 Epoch 161/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8339 Epoch 162/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8351 Epoch 163/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8333 Epoch 164/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8342 Epoch 165/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8344 Epoch 166/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8350 Epoch 167/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8346 Epoch 168/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8351 Epoch 169/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8349 Epoch 170/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8346 Epoch 171/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8336 Epoch 172/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8353 Epoch 173/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8353 Epoch 174/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8336 Epoch 175/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8346 Epoch 176/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8340 Epoch 177/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8344 Epoch 178/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8337 Epoch 179/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8353 Epoch 180/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8340 Epoch 181/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8339 Epoch 182/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8337 Epoch 183/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8335 Epoch 184/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8349 Epoch 185/300 7200/7200 [==============================] - 0s - loss: 0.4021 - acc: 0.8358 Epoch 186/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8329 Epoch 187/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8364 Epoch 188/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8353 Epoch 189/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8340 Epoch 190/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8343 Epoch 191/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8340 Epoch 192/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8346 Epoch 193/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8337 Epoch 194/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8358 Epoch 195/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8342 Epoch 196/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8336 Epoch 197/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8346 Epoch 198/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8354 Epoch 199/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8347 Epoch 200/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8339 Epoch 201/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8344 Epoch 202/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8358 Epoch 203/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8344 Epoch 204/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8340 Epoch 205/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8343 Epoch 206/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8358 Epoch 207/300 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8328 Epoch 208/300 7200/7200 [==============================] - 0s - loss: 0.4020 - acc: 0.8353 Epoch 209/300 7200/7200 [==============================] - 0s - loss: 0.4014 - acc: 0.8337 Epoch 210/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8336 Epoch 211/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8337 Epoch 212/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8349 Epoch 213/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8331 Epoch 214/300 7200/7200 [==============================] - 0s - loss: 0.4019 - acc: 0.8340 Epoch 215/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8346 Epoch 216/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8357 Epoch 217/300 7200/7200 [==============================] - 0s - loss: 0.4017 - acc: 0.8333 Epoch 218/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8335 Epoch 219/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8350 Epoch 220/300 7200/7200 [==============================] - 0s - loss: 0.4018 - acc: 0.8346 Epoch 221/300 7200/7200 [==============================] - 0s - loss: 0.4015 - acc: 0.8354 Epoch 222/300 7200/7200 [==============================] - 0s - loss: 0.4016 - acc: 0.8357 Epoch 223/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8340 Epoch 224/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8342 Epoch 225/300 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8331 Epoch 226/300 7200/7200 [==============================] - 0s - loss: 0.4012 - acc: 0.8342 Epoch 227/300 7200/7200 [==============================] - 0s - loss: 0.4010 - acc: 0.8347 Epoch 228/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8347 Epoch 229/300 7200/7200 [==============================] - 0s - loss: 0.4007 - acc: 0.8361 Epoch 230/300 7200/7200 [==============================] - 0s - loss: 0.4008 - acc: 0.8336 Epoch 231/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8350 Epoch 232/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8333 Epoch 233/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8347 Epoch 234/300 7200/7200 [==============================] - 0s - loss: 0.4005 - acc: 0.8342 Epoch 235/300 7200/7200 [==============================] - 0s - loss: 0.4004 - acc: 0.8344 Epoch 236/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8354 Epoch 237/300 7200/7200 [==============================] - 0s - loss: 0.4002 - acc: 0.8335 Epoch 238/300 7200/7200 [==============================] - 0s - loss: 0.4001 - acc: 0.8343 Epoch 239/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8360 Epoch 240/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8346 Epoch 241/300 7200/7200 [==============================] - 0s - loss: 0.3999 - acc: 0.8344 Epoch 242/300 7200/7200 [==============================] - 0s - loss: 0.3995 - acc: 0.8354 Epoch 243/300 7200/7200 [==============================] - 0s - loss: 0.3997 - acc: 0.8357 Epoch 244/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8350 Epoch 245/300 7200/7200 [==============================] - 0s - loss: 0.3994 - acc: 0.8336 Epoch 246/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8351 Epoch 247/300 7200/7200 [==============================] - 0s - loss: 0.3989 - acc: 0.8343 Epoch 248/300 7200/7200 [==============================] - 0s - loss: 0.3991 - acc: 0.8331 Epoch 249/300 7200/7200 [==============================] - 0s - loss: 0.3990 - acc: 0.8347 Epoch 250/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8332 Epoch 251/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8360 Epoch 252/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8347 Epoch 253/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8353 Epoch 254/300 7200/7200 [==============================] - 0s - loss: 0.3987 - acc: 0.8351 Epoch 255/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8350 Epoch 256/300 7200/7200 [==============================] - 0s - loss: 0.3983 - acc: 0.8344 Epoch 257/300 7200/7200 [==============================] - 0s - loss: 0.3985 - acc: 0.8347 Epoch 258/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8363 Epoch 259/300 7200/7200 [==============================] - 0s - loss: 0.3982 - acc: 0.8344 Epoch 260/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8331 Epoch 261/300 7200/7200 [==============================] - 0s - loss: 0.3981 - acc: 0.8340 Epoch 262/300 7200/7200 [==============================] - 0s - loss: 0.3979 - acc: 0.8339 Epoch 263/300 7200/7200 [==============================] - 0s - loss: 0.3978 - acc: 0.8337 Epoch 264/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8337 Epoch 265/300 7200/7200 [==============================] - 0s - loss: 0.3980 - acc: 0.8333 Epoch 266/300 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8339 Epoch 267/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8346 Epoch 268/300 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8337 Epoch 269/300 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8350 Epoch 270/300 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8336 Epoch 271/300 7200/7200 [==============================] - 0s - loss: 0.3975 - acc: 0.8354 Epoch 272/300 7200/7200 [==============================] - 0s - loss: 0.3976 - acc: 0.8358 Epoch 273/300 7200/7200 [==============================] - 0s - loss: 0.3973 - acc: 0.8353 Epoch 274/300 7200/7200 [==============================] - 0s - loss: 0.3974 - acc: 0.8353 Epoch 275/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8349 Epoch 276/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8356 Epoch 277/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8349 Epoch 278/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8344 Epoch 279/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8351 Epoch 280/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8358 Epoch 281/300 7200/7200 [==============================] - 0s - loss: 0.3972 - acc: 0.8353 Epoch 282/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8356 Epoch 283/300 7200/7200 [==============================] - 0s - loss: 0.3970 - acc: 0.8353 Epoch 284/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8331 Epoch 285/300 7200/7200 [==============================] - 0s - loss: 0.3971 - acc: 0.8333 Epoch 286/300 7200/7200 [==============================] - 0s - loss: 0.3969 - acc: 0.8357 Epoch 287/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8351 Epoch 288/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8350 Epoch 289/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8371 Epoch 290/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8356 Epoch 291/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8346 Epoch 292/300 7200/7200 [==============================] - 0s - loss: 0.3965 - acc: 0.8363 Epoch 293/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8343 Epoch 294/300 7200/7200 [==============================] - 0s - loss: 0.3964 - acc: 0.8354 Epoch 295/300 7200/7200 [==============================] - 0s - loss: 0.3966 - acc: 0.8358 Epoch 296/300 7200/7200 [==============================] - 0s - loss: 0.3968 - acc: 0.8349 Epoch 297/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8364 Epoch 298/300 7200/7200 [==============================] - 0s - loss: 0.3967 - acc: 0.8350 Epoch 299/300 7200/7200 [==============================] - 0s - loss: 0.3962 - acc: 0.8349 Epoch 300/300 7200/7200 [==============================] - 0s - loss: 0.3963 - acc: 0.8346 5568/7200 [======================>.......] - ETA: 0sEpoch 1/300 8000/8000 [==============================] - 1s - loss: 0.5887 - acc: 0.7944 Epoch 2/300 8000/8000 [==============================] - 0s - loss: 0.4332 - acc: 0.7966 Epoch 3/300 8000/8000 [==============================] - 0s - loss: 0.4184 - acc: 0.8152 Epoch 4/300 8000/8000 [==============================] - 0s - loss: 0.4089 - acc: 0.8220 Epoch 5/300 8000/8000 [==============================] - 0s - loss: 0.4007 - acc: 0.8266 Epoch 6/300 8000/8000 [==============================] - 0s - loss: 0.3940 - acc: 0.8281 Epoch 7/300 8000/8000 [==============================] - 0s - loss: 0.3884 - acc: 0.8313 Epoch 8/300 8000/8000 [==============================] - 0s - loss: 0.3837 - acc: 0.8322 Epoch 9/300 8000/8000 [==============================] - 0s - loss: 0.3796 - acc: 0.8334 Epoch 10/300 8000/8000 [==============================] - 0s - loss: 0.3767 - acc: 0.8325 Epoch 11/300 8000/8000 [==============================] - 0s - loss: 0.3740 - acc: 0.8374 Epoch 12/300 8000/8000 [==============================] - 0s - loss: 0.3711 - acc: 0.8448 Epoch 13/300 8000/8000 [==============================] - 0s - loss: 0.3688 - acc: 0.8467 Epoch 14/300 8000/8000 [==============================] - 0s - loss: 0.3675 - acc: 0.8489 Epoch 15/300 8000/8000 [==============================] - 0s - loss: 0.3654 - acc: 0.8491 Epoch 16/300 8000/8000 [==============================] - 0s - loss: 0.3633 - acc: 0.8524 Epoch 17/300 8000/8000 [==============================] - 0s - loss: 0.3626 - acc: 0.8519 Epoch 18/300 8000/8000 [==============================] - 0s - loss: 0.3614 - acc: 0.8535 Epoch 19/300 8000/8000 [==============================] - 0s - loss: 0.3604 - acc: 0.8530 Epoch 20/300 8000/8000 [==============================] - 0s - loss: 0.3585 - acc: 0.8541 Epoch 21/300 8000/8000 [==============================] - 0s - loss: 0.3572 - acc: 0.8543 Epoch 22/300 8000/8000 [==============================] - 0s - loss: 0.3565 - acc: 0.8569 Epoch 23/300 8000/8000 [==============================] - 0s - loss: 0.3561 - acc: 0.8536 Epoch 24/300 8000/8000 [==============================] - 0s - loss: 0.3546 - acc: 0.8543 Epoch 25/300 8000/8000 [==============================] - 0s - loss: 0.3543 - acc: 0.8568 Epoch 26/300 8000/8000 [==============================] - 0s - loss: 0.3532 - acc: 0.8551 Epoch 27/300 8000/8000 [==============================] - 0s - loss: 0.3533 - acc: 0.8549 Epoch 28/300 8000/8000 [==============================] - 0s - loss: 0.3524 - acc: 0.8564 Epoch 29/300 8000/8000 [==============================] - 0s - loss: 0.3519 - acc: 0.8554 - ETA: 0s - loss: 0.3480 - acc Epoch 30/300 8000/8000 [==============================] - 0s - loss: 0.3518 - acc: 0.8548 Epoch 31/300 8000/8000 [==============================] - 0s - loss: 0.3508 - acc: 0.8570 Epoch 32/300 8000/8000 [==============================] - 0s - loss: 0.3503 - acc: 0.8570 Epoch 33/300 8000/8000 [==============================] - 0s - loss: 0.3500 - acc: 0.8560 Epoch 34/300 8000/8000 [==============================] - 0s - loss: 0.3503 - acc: 0.8566 Epoch 35/300 8000/8000 [==============================] - 0s - loss: 0.3488 - acc: 0.8576 Epoch 36/300 8000/8000 [==============================] - 0s - loss: 0.3491 - acc: 0.8578 Epoch 37/300 8000/8000 [==============================] - 0s - loss: 0.3494 - acc: 0.8575 Epoch 38/300 8000/8000 [==============================] - 0s - loss: 0.3480 - acc: 0.8575 Epoch 39/300 8000/8000 [==============================] - 0s - loss: 0.3479 - acc: 0.8571 Epoch 40/300 8000/8000 [==============================] - 0s - loss: 0.3483 - acc: 0.8580 Epoch 41/300 8000/8000 [==============================] - 0s - loss: 0.3481 - acc: 0.8558 Epoch 42/300 8000/8000 [==============================] - 0s - loss: 0.3477 - acc: 0.8599 Epoch 43/300 8000/8000 [==============================] - 0s - loss: 0.3472 - acc: 0.8594 Epoch 44/300 8000/8000 [==============================] - 0s - loss: 0.3475 - acc: 0.8601 Epoch 45/300 8000/8000 [==============================] - 0s - loss: 0.3467 - acc: 0.8587 Epoch 46/300 8000/8000 [==============================] - 0s - loss: 0.3467 - acc: 0.8599 Epoch 47/300 8000/8000 [==============================] - 0s - loss: 0.3470 - acc: 0.8585 Epoch 48/300 8000/8000 [==============================] - 0s - loss: 0.3461 - acc: 0.8600 Epoch 49/300 8000/8000 [==============================] - 0s - loss: 0.3460 - acc: 0.8586 Epoch 50/300 8000/8000 [==============================] - 0s - loss: 0.3460 - acc: 0.8585 Epoch 51/300 8000/8000 [==============================] - 0s - loss: 0.3454 - acc: 0.8595 Epoch 52/300 8000/8000 [==============================] - 0s - loss: 0.3453 - acc: 0.8603 Epoch 53/300 8000/8000 [==============================] - 0s - loss: 0.3450 - acc: 0.8596 Epoch 54/300 8000/8000 [==============================] - 0s - loss: 0.3453 - acc: 0.8585 Epoch 55/300 8000/8000 [==============================] - 0s - loss: 0.3449 - acc: 0.8599 Epoch 56/300 8000/8000 [==============================] - 0s - loss: 0.3446 - acc: 0.8601 Epoch 57/300 8000/8000 [==============================] - 0s - loss: 0.3439 - acc: 0.8592 Epoch 58/300 8000/8000 [==============================] - 0s - loss: 0.3442 - acc: 0.8616 Epoch 59/300 8000/8000 [==============================] - 0s - loss: 0.3435 - acc: 0.8614 Epoch 60/300 8000/8000 [==============================] - 0s - loss: 0.3438 - acc: 0.8605 Epoch 61/300 8000/8000 [==============================] - 0s - loss: 0.3432 - acc: 0.8581 Epoch 62/300 8000/8000 [==============================] - 0s - loss: 0.3434 - acc: 0.8609 Epoch 63/300 8000/8000 [==============================] - 0s - loss: 0.3428 - acc: 0.8624 Epoch 64/300 8000/8000 [==============================] - 0s - loss: 0.3428 - acc: 0.8601 Epoch 65/300 8000/8000 [==============================] - 0s - loss: 0.3420 - acc: 0.8610 Epoch 66/300 8000/8000 [==============================] - 0s - loss: 0.3421 - acc: 0.8611 Epoch 67/300 8000/8000 [==============================] - 0s - loss: 0.3417 - acc: 0.8601 Epoch 68/300 8000/8000 [==============================] - 0s - loss: 0.3414 - acc: 0.8608 Epoch 69/300 8000/8000 [==============================] - 0s - loss: 0.3415 - acc: 0.8618 Epoch 70/300 8000/8000 [==============================] - 0s - loss: 0.3414 - acc: 0.8611 Epoch 71/300 8000/8000 [==============================] - 0s - loss: 0.3410 - acc: 0.8609 Epoch 72/300 8000/8000 [==============================] - 0s - loss: 0.3408 - acc: 0.8624 Epoch 73/300 8000/8000 [==============================] - 0s - loss: 0.3414 - acc: 0.8594 Epoch 74/300 8000/8000 [==============================] - 0s - loss: 0.3406 - acc: 0.8611 Epoch 75/300 8000/8000 [==============================] - 0s - loss: 0.3397 - acc: 0.8595 Epoch 76/300 8000/8000 [==============================] - 0s - loss: 0.3402 - acc: 0.8615 Epoch 77/300 8000/8000 [==============================] - 0s - loss: 0.3404 - acc: 0.8596 Epoch 78/300 8000/8000 [==============================] - 0s - loss: 0.3404 - acc: 0.8606 Epoch 79/300 8000/8000 [==============================] - 0s - loss: 0.3399 - acc: 0.8603 Epoch 80/300 8000/8000 [==============================] - 0s - loss: 0.3399 - acc: 0.8601 Epoch 81/300 8000/8000 [==============================] - 0s - loss: 0.3405 - acc: 0.8601 Epoch 82/300 8000/8000 [==============================] - 0s - loss: 0.3397 - acc: 0.8616 Epoch 83/300 8000/8000 [==============================] - 0s - loss: 0.3402 - acc: 0.8622 Epoch 84/300 8000/8000 [==============================] - 0s - loss: 0.3394 - acc: 0.8599 Epoch 85/300 8000/8000 [==============================] - 0s - loss: 0.3393 - acc: 0.8624 Epoch 86/300 8000/8000 [==============================] - 0s - loss: 0.3399 - acc: 0.8592 Epoch 87/300 8000/8000 [==============================] - 0s - loss: 0.3393 - acc: 0.8591 Epoch 88/300 8000/8000 [==============================] - 0s - loss: 0.3388 - acc: 0.8631 Epoch 89/300 8000/8000 [==============================] - 0s - loss: 0.3393 - acc: 0.8599 Epoch 90/300 8000/8000 [==============================] - 0s - loss: 0.3391 - acc: 0.8590 Epoch 91/300 8000/8000 [==============================] - 0s - loss: 0.3392 - acc: 0.8616 Epoch 92/300 8000/8000 [==============================] - 0s - loss: 0.3390 - acc: 0.8603 Epoch 93/300 8000/8000 [==============================] - 0s - loss: 0.3397 - acc: 0.8589 Epoch 94/300 8000/8000 [==============================] - 0s - loss: 0.3385 - acc: 0.8613 Epoch 95/300 8000/8000 [==============================] - 0s - loss: 0.3386 - acc: 0.8590 Epoch 96/300 8000/8000 [==============================] - 0s - loss: 0.3383 - acc: 0.8596 Epoch 97/300 8000/8000 [==============================] - 0s - loss: 0.3386 - acc: 0.8611 Epoch 98/300 8000/8000 [==============================] - 0s - loss: 0.3389 - acc: 0.8609 Epoch 99/300 8000/8000 [==============================] - 0s - loss: 0.3387 - acc: 0.8600 Epoch 100/300 8000/8000 [==============================] - 0s - loss: 0.3386 - acc: 0.8598 Epoch 101/300 8000/8000 [==============================] - 0s - loss: 0.3385 - acc: 0.8592 Epoch 102/300 8000/8000 [==============================] - 0s - loss: 0.3382 - acc: 0.8587 Epoch 103/300 8000/8000 [==============================] - 0s - loss: 0.3385 - acc: 0.8587 Epoch 104/300 8000/8000 [==============================] - 0s - loss: 0.3385 - acc: 0.8603 Epoch 105/300 8000/8000 [==============================] - 0s - loss: 0.3384 - acc: 0.8613 Epoch 106/300 8000/8000 [==============================] - 0s - loss: 0.3377 - acc: 0.8596 Epoch 107/300 8000/8000 [==============================] - 0s - loss: 0.3384 - acc: 0.8603 Epoch 108/300 8000/8000 [==============================] - 0s - loss: 0.3378 - acc: 0.8594 Epoch 109/300 8000/8000 [==============================] - 0s - loss: 0.3375 - acc: 0.8621 Epoch 110/300 8000/8000 [==============================] - 0s - loss: 0.3376 - acc: 0.8615 Epoch 111/300 8000/8000 [==============================] - 0s - loss: 0.3375 - acc: 0.8625 Epoch 112/300 8000/8000 [==============================] - 0s - loss: 0.3380 - acc: 0.8604 Epoch 113/300 8000/8000 [==============================] - 0s - loss: 0.3380 - acc: 0.8622 Epoch 114/300 8000/8000 [==============================] - 0s - loss: 0.3376 - acc: 0.8616 Epoch 115/300 8000/8000 [==============================] - 0s - loss: 0.3379 - acc: 0.8618 Epoch 116/300 8000/8000 [==============================] - 0s - loss: 0.3373 - acc: 0.8606 Epoch 117/300 8000/8000 [==============================] - 0s - loss: 0.3374 - acc: 0.8603 Epoch 118/300 8000/8000 [==============================] - 0s - loss: 0.3368 - acc: 0.8611 Epoch 119/300 8000/8000 [==============================] - 0s - loss: 0.3370 - acc: 0.8591 Epoch 120/300 8000/8000 [==============================] - 0s - loss: 0.3374 - acc: 0.8604 Epoch 121/300 8000/8000 [==============================] - 0s - loss: 0.3364 - acc: 0.8608 Epoch 122/300 8000/8000 [==============================] - 0s - loss: 0.3361 - acc: 0.8601 Epoch 123/300 8000/8000 [==============================] - 0s - loss: 0.3364 - acc: 0.8620 Epoch 124/300 8000/8000 [==============================] - 0s - loss: 0.3362 - acc: 0.8606 Epoch 125/300 8000/8000 [==============================] - 0s - loss: 0.3365 - acc: 0.8601 Epoch 126/300 8000/8000 [==============================] - 0s - loss: 0.3361 - acc: 0.8614 Epoch 127/300 8000/8000 [==============================] - 0s - loss: 0.3363 - acc: 0.8621 Epoch 128/300 8000/8000 [==============================] - 0s - loss: 0.3361 - acc: 0.8613 Epoch 129/300 8000/8000 [==============================] - 0s - loss: 0.3355 - acc: 0.8615 Epoch 130/300 8000/8000 [==============================] - 0s - loss: 0.3355 - acc: 0.8618 Epoch 131/300 8000/8000 [==============================] - 0s - loss: 0.3355 - acc: 0.8611 Epoch 132/300 8000/8000 [==============================] - 0s - loss: 0.3358 - acc: 0.8621 Epoch 133/300 8000/8000 [==============================] - 0s - loss: 0.3357 - acc: 0.8609 Epoch 134/300 8000/8000 [==============================] - 0s - loss: 0.3356 - acc: 0.8619 Epoch 135/300 8000/8000 [==============================] - 0s - loss: 0.3359 - acc: 0.8621 Epoch 136/300 8000/8000 [==============================] - 0s - loss: 0.3355 - acc: 0.8618 Epoch 137/300 8000/8000 [==============================] - 0s - loss: 0.3352 - acc: 0.8628 Epoch 138/300 8000/8000 [==============================] - 0s - loss: 0.3356 - acc: 0.8609 Epoch 139/300 8000/8000 [==============================] - 0s - loss: 0.3345 - acc: 0.8604 Epoch 140/300 8000/8000 [==============================] - 0s - loss: 0.3359 - acc: 0.8624 Epoch 141/300 8000/8000 [==============================] - 0s - loss: 0.3350 - acc: 0.8609 Epoch 142/300 8000/8000 [==============================] - 0s - loss: 0.3357 - acc: 0.8606 Epoch 143/300 8000/8000 [==============================] - 0s - loss: 0.3351 - acc: 0.8638 Epoch 144/300 8000/8000 [==============================] - 0s - loss: 0.3358 - acc: 0.8613 Epoch 145/300 8000/8000 [==============================] - 0s - loss: 0.3355 - acc: 0.8634 Epoch 146/300 8000/8000 [==============================] - 0s - loss: 0.3351 - acc: 0.8604 Epoch 147/300 8000/8000 [==============================] - 0s - loss: 0.3351 - acc: 0.8640 Epoch 148/300 8000/8000 [==============================] - 0s - loss: 0.3345 - acc: 0.8622 Epoch 149/300 8000/8000 [==============================] - 0s - loss: 0.3352 - acc: 0.8610 Epoch 150/300 8000/8000 [==============================] - 0s - loss: 0.3348 - acc: 0.8616 Epoch 151/300 8000/8000 [==============================] - 0s - loss: 0.3363 - acc: 0.8609 Epoch 152/300 8000/8000 [==============================] - 0s - loss: 0.3349 - acc: 0.8618 Epoch 153/300 8000/8000 [==============================] - 0s - loss: 0.3357 - acc: 0.8615 Epoch 154/300 8000/8000 [==============================] - 0s - loss: 0.3347 - acc: 0.8625 Epoch 155/300 8000/8000 [==============================] - 0s - loss: 0.3350 - acc: 0.8631 Epoch 156/300 8000/8000 [==============================] - 0s - loss: 0.3353 - acc: 0.8610 Epoch 157/300 8000/8000 [==============================] - 0s - loss: 0.3345 - acc: 0.8630 Epoch 158/300 8000/8000 [==============================] - 0s - loss: 0.3358 - acc: 0.8640 Epoch 159/300 8000/8000 [==============================] - 0s - loss: 0.3343 - acc: 0.8625 Epoch 160/300 8000/8000 [==============================] - 0s - loss: 0.3351 - acc: 0.8616 Epoch 161/300 8000/8000 [==============================] - 0s - loss: 0.3353 - acc: 0.8614 Epoch 162/300 8000/8000 [==============================] - 0s - loss: 0.3345 - acc: 0.8634 Epoch 163/300 8000/8000 [==============================] - 0s - loss: 0.3352 - acc: 0.8628 Epoch 164/300 8000/8000 [==============================] - 0s - loss: 0.3346 - acc: 0.8620 Epoch 165/300 8000/8000 [==============================] - 0s - loss: 0.3344 - acc: 0.8619 Epoch 166/300 8000/8000 [==============================] - 0s - loss: 0.3352 - acc: 0.8613 Epoch 167/300 8000/8000 [==============================] - 0s - loss: 0.3350 - acc: 0.8603 Epoch 168/300 8000/8000 [==============================] - 0s - loss: 0.3354 - acc: 0.8609 Epoch 169/300 8000/8000 [==============================] - 0s - loss: 0.3346 - acc: 0.8625 Epoch 170/300 8000/8000 [==============================] - 0s - loss: 0.3352 - acc: 0.8625 Epoch 171/300 8000/8000 [==============================] - 0s - loss: 0.3349 - acc: 0.8620 Epoch 172/300 8000/8000 [==============================] - 0s - loss: 0.3345 - acc: 0.8622 Epoch 173/300 8000/8000 [==============================] - 0s - loss: 0.3353 - acc: 0.8628 Epoch 174/300 8000/8000 [==============================] - 0s - loss: 0.3349 - acc: 0.8625 Epoch 175/300 8000/8000 [==============================] - 0s - loss: 0.3346 - acc: 0.8620 Epoch 176/300 8000/8000 [==============================] - 0s - loss: 0.3353 - acc: 0.8619 Epoch 177/300 8000/8000 [==============================] - 0s - loss: 0.3342 - acc: 0.8616 Epoch 178/300 8000/8000 [==============================] - 0s - loss: 0.3346 - acc: 0.8640 Epoch 179/300 8000/8000 [==============================] - 0s - loss: 0.3347 - acc: 0.8632 Epoch 180/300 8000/8000 [==============================] - 0s - loss: 0.3347 - acc: 0.8599 Epoch 181/300 8000/8000 [==============================] - 0s - loss: 0.3345 - acc: 0.8620 Epoch 182/300 8000/8000 [==============================] - 0s - loss: 0.3343 - acc: 0.8608 Epoch 183/300 8000/8000 [==============================] - 0s - loss: 0.3346 - acc: 0.8621 Epoch 184/300 8000/8000 [==============================] - 0s - loss: 0.3348 - acc: 0.8611 Epoch 185/300 8000/8000 [==============================] - 0s - loss: 0.3340 - acc: 0.8621 Epoch 186/300 8000/8000 [==============================] - 0s - loss: 0.3349 - acc: 0.8618 Epoch 187/300 8000/8000 [==============================] - 0s - loss: 0.3347 - acc: 0.8629 Epoch 188/300 8000/8000 [==============================] - 0s - loss: 0.3346 - acc: 0.8634 Epoch 189/300 8000/8000 [==============================] - 0s - loss: 0.3349 - acc: 0.8630 Epoch 190/300 8000/8000 [==============================] - 0s - loss: 0.3346 - acc: 0.8611 Epoch 191/300 8000/8000 [==============================] - 0s - loss: 0.3348 - acc: 0.8626 Epoch 192/300 8000/8000 [==============================] - 0s - loss: 0.3354 - acc: 0.8608 Epoch 193/300 8000/8000 [==============================] - 0s - loss: 0.3349 - acc: 0.8613 Epoch 194/300 8000/8000 [==============================] - 0s - loss: 0.3356 - acc: 0.8610 Epoch 195/300 8000/8000 [==============================] - 0s - loss: 0.3346 - acc: 0.8620 Epoch 196/300 8000/8000 [==============================] - 0s - loss: 0.3339 - acc: 0.8628 Epoch 197/300 8000/8000 [==============================] - 0s - loss: 0.3350 - acc: 0.8611 Epoch 198/300 8000/8000 [==============================] - 0s - loss: 0.3338 - acc: 0.8619 Epoch 199/300 8000/8000 [==============================] - 0s - loss: 0.3341 - acc: 0.8616 Epoch 200/300 8000/8000 [==============================] - 0s - loss: 0.3341 - acc: 0.8629 Epoch 201/300 8000/8000 [==============================] - 0s - loss: 0.3345 - acc: 0.8610 Epoch 202/300 8000/8000 [==============================] - 0s - loss: 0.3349 - acc: 0.8616 Epoch 203/300 8000/8000 [==============================] - 0s - loss: 0.3347 - acc: 0.8624 Epoch 204/300 8000/8000 [==============================] - 0s - loss: 0.3349 - acc: 0.8610 Epoch 205/300 8000/8000 [==============================] - 0s - loss: 0.3346 - acc: 0.8622 Epoch 206/300 8000/8000 [==============================] - 0s - loss: 0.3347 - acc: 0.8635 Epoch 207/300 8000/8000 [==============================] - 0s - loss: 0.3338 - acc: 0.8634 Epoch 208/300 8000/8000 [==============================] - 0s - loss: 0.3344 - acc: 0.8632 Epoch 209/300 8000/8000 [==============================] - 0s - loss: 0.3349 - acc: 0.8613 Epoch 210/300 8000/8000 [==============================] - 0s - loss: 0.3347 - acc: 0.8618 Epoch 211/300 8000/8000 [==============================] - 0s - loss: 0.3343 - acc: 0.8610 Epoch 212/300 8000/8000 [==============================] - 0s - loss: 0.3338 - acc: 0.8626 Epoch 213/300 8000/8000 [==============================] - 0s - loss: 0.3347 - acc: 0.8630 Epoch 214/300 8000/8000 [==============================] - 0s - loss: 0.3345 - acc: 0.8601 Epoch 215/300 8000/8000 [==============================] - 0s - loss: 0.3340 - acc: 0.8611 Epoch 216/300 8000/8000 [==============================] - 0s - loss: 0.3341 - acc: 0.8638 Epoch 217/300 8000/8000 [==============================] - 0s - loss: 0.3337 - acc: 0.8632 Epoch 218/300 8000/8000 [==============================] - 0s - loss: 0.3338 - acc: 0.8638 Epoch 219/300 8000/8000 [==============================] - 0s - loss: 0.3346 - acc: 0.8624 Epoch 220/300 8000/8000 [==============================] - 0s - loss: 0.3336 - acc: 0.8645 Epoch 221/300 8000/8000 [==============================] - 0s - loss: 0.3349 - acc: 0.8630 Epoch 222/300 8000/8000 [==============================] - 0s - loss: 0.3347 - acc: 0.8620 Epoch 223/300 8000/8000 [==============================] - 0s - loss: 0.3340 - acc: 0.8629 Epoch 224/300 8000/8000 [==============================] - 0s - loss: 0.3351 - acc: 0.8621 Epoch 225/300 8000/8000 [==============================] - 0s - loss: 0.3346 - acc: 0.8599 Epoch 226/300 8000/8000 [==============================] - 0s - loss: 0.3351 - acc: 0.8613 Epoch 227/300 8000/8000 [==============================] - 0s - loss: 0.3351 - acc: 0.8620 Epoch 228/300 8000/8000 [==============================] - 0s - loss: 0.3344 - acc: 0.8639 Epoch 229/300 8000/8000 [==============================] - 0s - loss: 0.3348 - acc: 0.8639 Epoch 230/300 8000/8000 [==============================] - 0s - loss: 0.3337 - acc: 0.8634 Epoch 231/300 8000/8000 [==============================] - 0s - loss: 0.3339 - acc: 0.8632 Epoch 232/300 8000/8000 [==============================] - 0s - loss: 0.3345 - acc: 0.8632 Epoch 233/300 8000/8000 [==============================] - 0s - loss: 0.3342 - acc: 0.8615 Epoch 234/300 8000/8000 [==============================] - 0s - loss: 0.3344 - acc: 0.8645 Epoch 235/300 8000/8000 [==============================] - 0s - loss: 0.3341 - acc: 0.8635 Epoch 236/300 8000/8000 [==============================] - 0s - loss: 0.3347 - acc: 0.8639 Epoch 237/300 8000/8000 [==============================] - 0s - loss: 0.3343 - acc: 0.8609 Epoch 238/300 8000/8000 [==============================] - 0s - loss: 0.3341 - acc: 0.8620 Epoch 239/300 8000/8000 [==============================] - 0s - loss: 0.3343 - acc: 0.8635 Epoch 240/300 8000/8000 [==============================] - 0s - loss: 0.3346 - acc: 0.8640 Epoch 241/300 8000/8000 [==============================] - 0s - loss: 0.3337 - acc: 0.8646 Epoch 242/300 8000/8000 [==============================] - 0s - loss: 0.3343 - acc: 0.8609 Epoch 243/300 8000/8000 [==============================] - 0s - loss: 0.3347 - acc: 0.8629 Epoch 244/300 8000/8000 [==============================] - 0s - loss: 0.3338 - acc: 0.8635 Epoch 245/300 8000/8000 [==============================] - 0s - loss: 0.3339 - acc: 0.8642 Epoch 246/300 8000/8000 [==============================] - 0s - loss: 0.3346 - acc: 0.8590 Epoch 247/300 8000/8000 [==============================] - 0s - loss: 0.3345 - acc: 0.8631 Epoch 248/300 8000/8000 [==============================] - 0s - loss: 0.3333 - acc: 0.8631 Epoch 249/300 8000/8000 [==============================] - 0s - loss: 0.3335 - acc: 0.8631 Epoch 250/300 8000/8000 [==============================] - 0s - loss: 0.3348 - acc: 0.8636 Epoch 251/300 8000/8000 [==============================] - 0s - loss: 0.3348 - acc: 0.8608 Epoch 252/300 8000/8000 [==============================] - 0s - loss: 0.3330 - acc: 0.8638 Epoch 253/300 8000/8000 [==============================] - 0s - loss: 0.3334 - acc: 0.8629 Epoch 254/300 8000/8000 [==============================] - 0s - loss: 0.3346 - acc: 0.8641 Epoch 255/300 8000/8000 [==============================] - 0s - loss: 0.3342 - acc: 0.8619 Epoch 256/300 8000/8000 [==============================] - 0s - loss: 0.3348 - acc: 0.8628 Epoch 257/300 8000/8000 [==============================] - 0s - loss: 0.3350 - acc: 0.8631 Epoch 258/300 8000/8000 [==============================] - 0s - loss: 0.3338 - acc: 0.8625 Epoch 259/300 8000/8000 [==============================] - 0s - loss: 0.3335 - acc: 0.8638 Epoch 260/300 8000/8000 [==============================] - 0s - loss: 0.3342 - acc: 0.8634 Epoch 261/300 8000/8000 [==============================] - 0s - loss: 0.3341 - acc: 0.8638 Epoch 262/300 8000/8000 [==============================] - 0s - loss: 0.3346 - acc: 0.8611 Epoch 263/300 8000/8000 [==============================] - 0s - loss: 0.3343 - acc: 0.8624 Epoch 264/300 8000/8000 [==============================] - 0s - loss: 0.3334 - acc: 0.8626 Epoch 265/300 8000/8000 [==============================] - 0s - loss: 0.3342 - acc: 0.8620 Epoch 266/300 8000/8000 [==============================] - 0s - loss: 0.3345 - acc: 0.8614 Epoch 267/300 8000/8000 [==============================] - 0s - loss: 0.3341 - acc: 0.8616 Epoch 268/300 8000/8000 [==============================] - 0s - loss: 0.3338 - acc: 0.8620 Epoch 269/300 8000/8000 [==============================] - 0s - loss: 0.3343 - acc: 0.8613 Epoch 270/300 8000/8000 [==============================] - 0s - loss: 0.3335 - acc: 0.8626 Epoch 271/300 8000/8000 [==============================] - 0s - loss: 0.3338 - acc: 0.8628 Epoch 272/300 8000/8000 [==============================] - 0s - loss: 0.3343 - acc: 0.8630 Epoch 273/300 8000/8000 [==============================] - 0s - loss: 0.3329 - acc: 0.8663 Epoch 274/300 8000/8000 [==============================] - 0s - loss: 0.3348 - acc: 0.8634 Epoch 275/300 8000/8000 [==============================] - 0s - loss: 0.3337 - acc: 0.8620 Epoch 276/300 8000/8000 [==============================] - 0s - loss: 0.3346 - acc: 0.8635 Epoch 277/300 8000/8000 [==============================] - 0s - loss: 0.3340 - acc: 0.8622 Epoch 278/300 8000/8000 [==============================] - 0s - loss: 0.3340 - acc: 0.8635 Epoch 279/300 8000/8000 [==============================] - 0s - loss: 0.3336 - acc: 0.8639 Epoch 280/300 8000/8000 [==============================] - 0s - loss: 0.3347 - acc: 0.8620 Epoch 281/300 8000/8000 [==============================] - 0s - loss: 0.3337 - acc: 0.8624 Epoch 282/300 8000/8000 [==============================] - 0s - loss: 0.3340 - acc: 0.8630 Epoch 283/300 8000/8000 [==============================] - 0s - loss: 0.3352 - acc: 0.8610 Epoch 284/300 8000/8000 [==============================] - 0s - loss: 0.3341 - acc: 0.8639 Epoch 285/300 8000/8000 [==============================] - 0s - loss: 0.3342 - acc: 0.8632 Epoch 286/300 8000/8000 [==============================] - 0s - loss: 0.3341 - acc: 0.8624 Epoch 287/300 8000/8000 [==============================] - 0s - loss: 0.3349 - acc: 0.8636 Epoch 288/300 8000/8000 [==============================] - 0s - loss: 0.3342 - acc: 0.8634 Epoch 289/300 8000/8000 [==============================] - 0s - loss: 0.3341 - acc: 0.8636 Epoch 290/300 8000/8000 [==============================] - 0s - loss: 0.3340 - acc: 0.8628 Epoch 291/300 8000/8000 [==============================] - 0s - loss: 0.3340 - acc: 0.8626 Epoch 292/300 8000/8000 [==============================] - 0s - loss: 0.3344 - acc: 0.8620 Epoch 293/300 8000/8000 [==============================] - 0s - loss: 0.3339 - acc: 0.8621 Epoch 294/300 8000/8000 [==============================] - 0s - loss: 0.3342 - acc: 0.8629 Epoch 295/300 8000/8000 [==============================] - 0s - loss: 0.3336 - acc: 0.8639 Epoch 296/300 8000/8000 [==============================] - 0s - loss: 0.3339 - acc: 0.8629 Epoch 297/300 8000/8000 [==============================] - 0s - loss: 0.3339 - acc: 0.8629 Epoch 298/300 8000/8000 [==============================] - 0s - loss: 0.3337 - acc: 0.8630 Epoch 299/300 8000/8000 [==============================] - 0s - loss: 0.3343 - acc: 0.8616 Epoch 300/300 8000/8000 [==============================] - 0s - loss: 0.3338 - acc: 0.8640
best_parameters = grid_search.best_params_
best_accuracy = grid_search.best_score_
print("\n Best Parameters: \n")
print(best_parameters)
print("\n Best Accuracy: \n")
print(best_accuracy)
Best Parameters: {'batch_size': 32, 'epochs': 300, 'optimizer': 'adam'} Best Accuracy: 0.85325